2022/06/14 18:03:30 - mmengine - INFO - load model from: https://download.openmmlab.com/mmaction/recognition/timesformer/vit_base_patch16_224.pth 2022/06/14 18:03:34 - mmengine - WARNING - The model and loaded state dict do not match exactly missing keys in source state_dict: time_embed 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.patch_embed.projection.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.patch_embed.projection.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.norm.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.norm.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - 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mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.1.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.1.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.6.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.layers.1.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.norms.0.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.norms.0.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.norms.1.weight:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.norms.1.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- cls_head.fc_cls.bias:lr=0.005 2022/06/14 18:03:35 - mmengine - INFO - paramwise_options -- cls_head.fc_cls.bias:weight_decay=0.0001 2022/06/14 18:03:35 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/zhaowangbo/openmmlab/mmaction2_new/work_dirs/timesformer_jointST_8x32x1_15e_kinetics400_rgb by HardDiskBackend. 2022/06/14 18:03:50 - mmengine - INFO - Epoch(train) [1][20/3757] lr: 5.000e-03 eta: 11:21:13 time: 0.369 data_time: 0.003 memory: 33358 grad_norm: 4.0381 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9113 loss: 5.9113 2022/06/14 18:03:57 - mmengine - INFO - Epoch(train) [1][40/3757] lr: 5.000e-03 eta: 8:35:23 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 3.9353 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6089 loss: 5.6089 2022/06/14 18:04:04 - mmengine - INFO - Epoch(train) [1][60/3757] lr: 5.000e-03 eta: 7:37:17 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 3.9692 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.9978 loss: 4.9978 2022/06/14 18:04:12 - mmengine - INFO - Epoch(train) [1][80/3757] lr: 5.000e-03 eta: 7:07:43 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 3.8970 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9707 loss: 4.9707 2022/06/14 18:04:19 - mmengine - INFO - Epoch(train) [1][100/3757] lr: 5.000e-03 eta: 6:50:28 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1603 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4589 loss: 4.4589 2022/06/14 18:04:26 - mmengine - INFO - Epoch(train) [1][120/3757] lr: 5.000e-03 eta: 6:39:02 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.9880 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2551 loss: 4.2551 2022/06/14 18:04:33 - mmengine - INFO - Epoch(train) [1][140/3757] lr: 5.000e-03 eta: 6:30:37 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 4.0547 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.9223 loss: 3.9223 2022/06/14 18:04:41 - mmengine - INFO - Epoch(train) [1][160/3757] lr: 5.000e-03 eta: 6:24:22 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 4.2167 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.6916 loss: 3.6916 2022/06/14 18:04:48 - mmengine - INFO - Epoch(train) [1][180/3757] lr: 5.000e-03 eta: 6:20:05 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.2273 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3648 loss: 3.3648 2022/06/14 18:04:55 - mmengine - INFO - Epoch(train) [1][200/3757] lr: 5.000e-03 eta: 6:16:10 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.3645 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2375 loss: 3.2375 2022/06/14 18:05:03 - mmengine - INFO - Epoch(train) [1][220/3757] lr: 5.000e-03 eta: 6:13:01 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.2767 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2009 loss: 3.2009 2022/06/14 18:05:10 - mmengine - INFO - Epoch(train) [1][240/3757] lr: 5.000e-03 eta: 6:10:13 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.3276 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0301 loss: 3.0301 2022/06/14 18:05:17 - mmengine - INFO - Epoch(train) [1][260/3757] lr: 5.000e-03 eta: 6:07:49 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 4.1197 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1487 loss: 3.1487 2022/06/14 18:05:25 - mmengine - INFO - Epoch(train) [1][280/3757] lr: 5.000e-03 eta: 6:05:53 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.2972 top1_acc: 0.0000 top5_acc: 0.8750 loss_cls: 3.1159 loss: 3.1159 2022/06/14 18:05:32 - mmengine - INFO - Epoch(train) [1][300/3757] lr: 5.000e-03 eta: 6:04:11 time: 0.390 data_time: 0.022 memory: 33358 grad_norm: 4.2680 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0152 loss: 3.0152 2022/06/14 18:05:39 - mmengine - INFO - Epoch(train) [1][320/3757] lr: 5.000e-03 eta: 6:02:35 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.4118 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4723 loss: 2.4723 2022/06/14 18:05:47 - mmengine - INFO - Epoch(train) [1][340/3757] lr: 5.000e-03 eta: 6:01:12 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 4.5677 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9814 loss: 1.9814 2022/06/14 18:05:54 - mmengine - INFO - Epoch(train) [1][360/3757] lr: 5.000e-03 eta: 5:59:57 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.5002 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.6749 loss: 2.6749 2022/06/14 18:06:01 - mmengine - INFO - Epoch(train) [1][380/3757] lr: 5.000e-03 eta: 5:58:44 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.0345 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2862 loss: 2.2862 2022/06/14 18:06:09 - mmengine - INFO - Epoch(train) [1][400/3757] lr: 5.000e-03 eta: 5:57:50 time: 0.356 data_time: 0.006 memory: 33358 grad_norm: 4.4063 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3583 loss: 2.3583 2022/06/14 18:06:16 - mmengine - INFO - Epoch(train) [1][420/3757] lr: 5.000e-03 eta: 5:56:54 time: 0.370 data_time: 0.005 memory: 33358 grad_norm: 4.7612 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3720 loss: 2.3720 2022/06/14 18:06:23 - mmengine - INFO - Epoch(train) [1][440/3757] lr: 5.000e-03 eta: 5:56:33 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.4675 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1073 loss: 2.1073 2022/06/14 18:06:31 - mmengine - INFO - Epoch(train) [1][460/3757] lr: 5.000e-03 eta: 5:55:39 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.2225 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1391 loss: 2.1391 2022/06/14 18:06:38 - mmengine - INFO - Epoch(train) [1][480/3757] lr: 5.000e-03 eta: 5:55:05 time: 0.364 data_time: 0.038 memory: 33358 grad_norm: 4.8115 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3781 loss: 2.3781 2022/06/14 18:06:46 - mmengine - INFO - Epoch(train) [1][500/3757] lr: 5.000e-03 eta: 5:54:48 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.7201 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3923 loss: 2.3923 2022/06/14 18:06:53 - mmengine - INFO - Epoch(train) [1][520/3757] lr: 5.000e-03 eta: 5:54:11 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.7046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4413 loss: 2.4413 2022/06/14 18:07:00 - mmengine - INFO - Epoch(train) [1][540/3757] lr: 5.000e-03 eta: 5:53:29 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 5.0039 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0145 loss: 2.0145 2022/06/14 18:07:08 - mmengine - INFO - Epoch(train) [1][560/3757] lr: 5.000e-03 eta: 5:53:10 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.1303 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9094 loss: 1.9094 2022/06/14 18:07:15 - mmengine - INFO - Epoch(train) [1][580/3757] lr: 5.000e-03 eta: 5:52:44 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5192 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1583 loss: 2.1583 2022/06/14 18:07:22 - mmengine - INFO - Epoch(train) [1][600/3757] lr: 5.000e-03 eta: 5:52:13 time: 0.372 data_time: 0.011 memory: 33358 grad_norm: 4.6857 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1715 loss: 2.1715 2022/06/14 18:07:30 - mmengine - INFO - Epoch(train) [1][620/3757] lr: 5.000e-03 eta: 5:51:39 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.3755 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2161 loss: 2.2161 2022/06/14 18:07:37 - mmengine - INFO - Epoch(train) [1][640/3757] lr: 5.000e-03 eta: 5:51:09 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.4850 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0325 loss: 2.0325 2022/06/14 18:07:45 - mmengine - INFO - Epoch(train) [1][660/3757] lr: 5.000e-03 eta: 5:51:08 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9817 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8939 loss: 1.8939 2022/06/14 18:07:52 - mmengine - INFO - Epoch(train) [1][680/3757] lr: 5.000e-03 eta: 5:50:40 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.5727 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9768 loss: 1.9768 2022/06/14 18:07:59 - mmengine - INFO - Epoch(train) [1][700/3757] lr: 5.000e-03 eta: 5:50:21 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.1552 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2409 loss: 2.2409 2022/06/14 18:08:07 - mmengine - INFO - Epoch(train) [1][720/3757] lr: 5.000e-03 eta: 5:50:13 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.3275 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2900 loss: 2.2900 2022/06/14 18:08:14 - mmengine - INFO - Epoch(train) [1][740/3757] lr: 5.000e-03 eta: 5:49:53 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9434 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2493 loss: 2.2493 2022/06/14 18:08:22 - mmengine - INFO - Epoch(train) [1][760/3757] lr: 5.000e-03 eta: 5:49:26 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.0224 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9458 loss: 1.9458 2022/06/14 18:08:29 - mmengine - INFO - Epoch(train) [1][780/3757] lr: 5.000e-03 eta: 5:49:19 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.5522 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9457 loss: 1.9457 2022/06/14 18:08:36 - mmengine - INFO - Epoch(train) [1][800/3757] lr: 5.000e-03 eta: 5:48:53 time: 0.371 data_time: 0.005 memory: 33358 grad_norm: 5.0130 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9253 loss: 1.9253 2022/06/14 18:08:44 - mmengine - INFO - Epoch(train) [1][820/3757] lr: 5.000e-03 eta: 5:48:31 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 3.7651 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9772 loss: 1.9772 2022/06/14 18:08:51 - mmengine - INFO - Epoch(train) [1][840/3757] lr: 5.000e-03 eta: 5:48:09 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.2983 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5862 loss: 1.5862 2022/06/14 18:08:58 - mmengine - INFO - Epoch(train) [1][860/3757] lr: 5.000e-03 eta: 5:47:48 time: 0.361 data_time: 0.008 memory: 33358 grad_norm: 4.8453 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8590 loss: 1.8590 2022/06/14 18:09:06 - mmengine - INFO - Epoch(train) [1][880/3757] lr: 5.000e-03 eta: 5:47:28 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9130 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0888 loss: 2.0888 2022/06/14 18:09:13 - mmengine - INFO - Epoch(train) [1][900/3757] lr: 5.000e-03 eta: 5:47:11 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.4590 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2067 loss: 2.2067 2022/06/14 18:09:20 - mmengine - INFO - Epoch(train) [1][920/3757] lr: 5.000e-03 eta: 5:46:49 time: 0.365 data_time: 0.035 memory: 33358 grad_norm: 6.5987 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2127 loss: 2.2127 2022/06/14 18:09:28 - mmengine - INFO - Epoch(train) [1][940/3757] lr: 5.000e-03 eta: 5:46:33 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.9399 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8113 loss: 1.8113 2022/06/14 18:09:35 - mmengine - INFO - Epoch(train) [1][960/3757] lr: 5.000e-03 eta: 5:46:21 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.6512 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7067 loss: 1.7067 2022/06/14 18:09:42 - mmengine - INFO - Epoch(train) [1][980/3757] lr: 5.000e-03 eta: 5:46:02 time: 0.377 data_time: 0.026 memory: 33358 grad_norm: 4.1275 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8225 loss: 1.8225 2022/06/14 18:09:50 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:09:50 - mmengine - INFO - Epoch(train) [1][1000/3757] lr: 5.000e-03 eta: 5:45:44 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.0119 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7087 loss: 1.7087 2022/06/14 18:09:57 - mmengine - INFO - Epoch(train) [1][1020/3757] lr: 5.000e-03 eta: 5:45:33 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.1454 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5062 loss: 1.5062 2022/06/14 18:10:05 - mmengine - INFO - Epoch(train) [1][1040/3757] lr: 5.000e-03 eta: 5:45:16 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.3978 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0435 loss: 2.0435 2022/06/14 18:10:12 - mmengine - INFO - Epoch(train) [1][1060/3757] lr: 5.000e-03 eta: 5:44:58 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.4552 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6417 loss: 1.6417 2022/06/14 18:10:19 - mmengine - INFO - Epoch(train) [1][1080/3757] lr: 5.000e-03 eta: 5:44:42 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1075 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7649 loss: 1.7649 2022/06/14 18:10:26 - mmengine - INFO - Epoch(train) [1][1100/3757] lr: 5.000e-03 eta: 5:44:25 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4753 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6338 loss: 1.6338 2022/06/14 18:10:34 - mmengine - INFO - Epoch(train) [1][1120/3757] lr: 5.000e-03 eta: 5:44:20 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9173 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5555 loss: 1.5555 2022/06/14 18:10:41 - mmengine - INFO - Epoch(train) [1][1140/3757] lr: 5.000e-03 eta: 5:44:02 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.1597 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5999 loss: 1.5999 2022/06/14 18:10:49 - mmengine - INFO - Epoch(train) [1][1160/3757] lr: 5.000e-03 eta: 5:43:50 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.1128 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0006 loss: 2.0006 2022/06/14 18:10:56 - mmengine - INFO - Epoch(train) [1][1180/3757] lr: 5.000e-03 eta: 5:43:42 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3638 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7974 loss: 1.7974 2022/06/14 18:11:03 - mmengine - INFO - Epoch(train) [1][1200/3757] lr: 5.000e-03 eta: 5:43:27 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 6.0063 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0322 loss: 2.0322 2022/06/14 18:11:11 - mmengine - INFO - Epoch(train) [1][1220/3757] lr: 5.000e-03 eta: 5:43:11 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.7542 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5880 loss: 1.5880 2022/06/14 18:11:18 - mmengine - INFO - Epoch(train) [1][1240/3757] lr: 5.000e-03 eta: 5:43:06 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.4679 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4137 loss: 1.4137 2022/06/14 18:11:26 - mmengine - INFO - Epoch(train) [1][1260/3757] lr: 5.000e-03 eta: 5:42:55 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.6217 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0534 loss: 2.0534 2022/06/14 18:11:33 - mmengine - INFO - Epoch(train) [1][1280/3757] lr: 5.000e-03 eta: 5:42:50 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.4757 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7571 loss: 1.7571 2022/06/14 18:11:40 - mmengine - INFO - Epoch(train) [1][1300/3757] lr: 5.000e-03 eta: 5:42:34 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.0211 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9126 loss: 1.9126 2022/06/14 18:11:48 - mmengine - INFO - Epoch(train) [1][1320/3757] lr: 5.000e-03 eta: 5:42:24 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5981 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5361 loss: 1.5361 2022/06/14 18:11:55 - mmengine - INFO - Epoch(train) [1][1340/3757] lr: 5.000e-03 eta: 5:42:18 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0995 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7203 loss: 1.7203 2022/06/14 18:12:03 - mmengine - INFO - Epoch(train) [1][1360/3757] lr: 5.000e-03 eta: 5:42:06 time: 0.412 data_time: 0.021 memory: 33358 grad_norm: 5.3401 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0244 loss: 2.0244 2022/06/14 18:12:10 - mmengine - INFO - Epoch(train) [1][1380/3757] lr: 5.000e-03 eta: 5:41:52 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.4964 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6857 loss: 1.6857 2022/06/14 18:12:17 - mmengine - INFO - Epoch(train) [1][1400/3757] lr: 5.000e-03 eta: 5:41:41 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 5.6902 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8498 loss: 1.8498 2022/06/14 18:12:25 - mmengine - INFO - Epoch(train) [1][1420/3757] lr: 5.000e-03 eta: 5:41:28 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.3378 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4684 loss: 1.4684 2022/06/14 18:12:32 - mmengine - INFO - Epoch(train) [1][1440/3757] lr: 5.000e-03 eta: 5:41:14 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.6227 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9058 loss: 1.9058 2022/06/14 18:12:40 - mmengine - INFO - Epoch(train) [1][1460/3757] lr: 5.000e-03 eta: 5:41:12 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.5487 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6339 loss: 1.6339 2022/06/14 18:12:47 - mmengine - INFO - Epoch(train) [1][1480/3757] lr: 5.000e-03 eta: 5:41:00 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.8101 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6712 loss: 1.6712 2022/06/14 18:12:54 - mmengine - INFO - Epoch(train) [1][1500/3757] lr: 5.000e-03 eta: 5:40:53 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 4.7347 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6111 loss: 1.6111 2022/06/14 18:13:02 - mmengine - INFO - Epoch(train) [1][1520/3757] lr: 5.000e-03 eta: 5:40:40 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.6414 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8836 loss: 1.8836 2022/06/14 18:13:09 - mmengine - INFO - Epoch(train) [1][1540/3757] lr: 5.000e-03 eta: 5:40:29 time: 0.365 data_time: 0.022 memory: 33358 grad_norm: 4.6844 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.4549 loss: 1.4549 2022/06/14 18:13:16 - mmengine - INFO - Epoch(train) [1][1560/3757] lr: 5.000e-03 eta: 5:40:23 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8209 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4576 loss: 1.4576 2022/06/14 18:13:24 - mmengine - INFO - Epoch(train) [1][1580/3757] lr: 5.000e-03 eta: 5:40:13 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 5.4741 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6063 loss: 1.6063 2022/06/14 18:13:31 - mmengine - INFO - Epoch(train) [1][1600/3757] lr: 5.000e-03 eta: 5:40:00 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 5.3692 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6230 loss: 1.6230 2022/06/14 18:13:39 - mmengine - INFO - Epoch(train) [1][1620/3757] lr: 5.000e-03 eta: 5:39:49 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.4441 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3989 loss: 1.3989 2022/06/14 18:13:46 - mmengine - INFO - Epoch(train) [1][1640/3757] lr: 5.000e-03 eta: 5:39:41 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.5098 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1067 loss: 2.1067 2022/06/14 18:13:53 - mmengine - INFO - Epoch(train) [1][1660/3757] lr: 5.000e-03 eta: 5:39:29 time: 0.361 data_time: 0.009 memory: 33358 grad_norm: 5.5246 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7734 loss: 1.7734 2022/06/14 18:14:01 - mmengine - INFO - Epoch(train) [1][1680/3757] lr: 5.000e-03 eta: 5:39:16 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.7150 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1699 loss: 2.1699 2022/06/14 18:14:08 - mmengine - INFO - Epoch(train) [1][1700/3757] lr: 5.000e-03 eta: 5:39:06 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8807 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7998 loss: 1.7998 2022/06/14 18:14:15 - mmengine - INFO - Epoch(train) [1][1720/3757] lr: 5.000e-03 eta: 5:38:53 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 4.5037 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6855 loss: 1.6855 2022/06/14 18:14:23 - mmengine - INFO - Epoch(train) [1][1740/3757] lr: 5.000e-03 eta: 5:38:42 time: 0.389 data_time: 0.005 memory: 33358 grad_norm: 6.5341 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3630 loss: 1.3630 2022/06/14 18:14:30 - mmengine - INFO - Epoch(train) [1][1760/3757] lr: 5.000e-03 eta: 5:38:31 time: 0.367 data_time: 0.010 memory: 33358 grad_norm: 5.8302 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6561 loss: 1.6561 2022/06/14 18:14:37 - mmengine - INFO - Epoch(train) [1][1780/3757] lr: 5.000e-03 eta: 5:38:18 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.3162 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7509 loss: 1.7509 2022/06/14 18:14:44 - mmengine - INFO - Epoch(train) [1][1800/3757] lr: 5.000e-03 eta: 5:38:06 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.0866 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6709 loss: 1.6709 2022/06/14 18:14:52 - mmengine - INFO - Epoch(train) [1][1820/3757] lr: 5.000e-03 eta: 5:37:54 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1486 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4627 loss: 1.4627 2022/06/14 18:14:59 - mmengine - INFO - Epoch(train) [1][1840/3757] lr: 5.000e-03 eta: 5:37:44 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.0334 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7690 loss: 1.7690 2022/06/14 18:15:06 - mmengine - INFO - Epoch(train) [1][1860/3757] lr: 5.000e-03 eta: 5:37:33 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.9424 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9040 loss: 1.9040 2022/06/14 18:15:14 - mmengine - INFO - Epoch(train) [1][1880/3757] lr: 5.000e-03 eta: 5:37:24 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.9810 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5866 loss: 1.5866 2022/06/14 18:15:21 - mmengine - INFO - Epoch(train) [1][1900/3757] lr: 5.000e-03 eta: 5:37:12 time: 0.366 data_time: 0.025 memory: 33358 grad_norm: 5.0190 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5174 loss: 1.5174 2022/06/14 18:15:28 - mmengine - INFO - Epoch(train) [1][1920/3757] lr: 5.000e-03 eta: 5:37:04 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 5.4619 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1569 loss: 1.1569 2022/06/14 18:15:36 - mmengine - INFO - Epoch(train) [1][1940/3757] lr: 5.000e-03 eta: 5:36:52 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.8173 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1447 loss: 1.1447 2022/06/14 18:15:43 - mmengine - INFO - Epoch(train) [1][1960/3757] lr: 5.000e-03 eta: 5:36:45 time: 0.495 data_time: 0.011 memory: 33358 grad_norm: 4.2146 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5612 loss: 1.5612 2022/06/14 18:15:50 - mmengine - INFO - Epoch(train) [1][1980/3757] lr: 5.000e-03 eta: 5:36:34 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.2853 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6900 loss: 1.6900 2022/06/14 18:15:58 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:15:58 - mmengine - INFO - Epoch(train) [1][2000/3757] lr: 5.000e-03 eta: 5:36:28 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.6578 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6507 loss: 1.6507 2022/06/14 18:16:05 - mmengine - INFO - Epoch(train) [1][2020/3757] lr: 5.000e-03 eta: 5:36:21 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.6908 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0361 loss: 1.0361 2022/06/14 18:16:13 - mmengine - INFO - Epoch(train) [1][2040/3757] lr: 5.000e-03 eta: 5:36:11 time: 0.429 data_time: 0.006 memory: 33358 grad_norm: 5.9241 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0984 loss: 2.0984 2022/06/14 18:16:20 - mmengine - INFO - Epoch(train) [1][2060/3757] lr: 5.000e-03 eta: 5:36:03 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.3132 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4862 loss: 1.4862 2022/06/14 18:16:28 - mmengine - INFO - Epoch(train) [1][2080/3757] lr: 5.000e-03 eta: 5:35:57 time: 0.360 data_time: 0.017 memory: 33358 grad_norm: 4.5771 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8304 loss: 1.8304 2022/06/14 18:16:35 - mmengine - INFO - Epoch(train) [1][2100/3757] lr: 5.000e-03 eta: 5:35:51 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.3115 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5610 loss: 1.5610 2022/06/14 18:16:42 - mmengine - INFO - Epoch(train) [1][2120/3757] lr: 5.000e-03 eta: 5:35:40 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.5718 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9806 loss: 1.9806 2022/06/14 18:16:50 - mmengine - INFO - Epoch(train) [1][2140/3757] lr: 5.000e-03 eta: 5:35:32 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 5.2613 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2905 loss: 1.2905 2022/06/14 18:16:57 - mmengine - INFO - Epoch(train) [1][2160/3757] lr: 5.000e-03 eta: 5:35:28 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.4177 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2958 loss: 1.2958 2022/06/14 18:17:05 - mmengine - INFO - Epoch(train) [1][2180/3757] lr: 5.000e-03 eta: 5:35:17 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.4794 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6637 loss: 1.6637 2022/06/14 18:17:12 - mmengine - INFO - Epoch(train) [1][2200/3757] lr: 5.000e-03 eta: 5:35:07 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.3200 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4140 loss: 1.4140 2022/06/14 18:17:19 - mmengine - INFO - Epoch(train) [1][2220/3757] lr: 5.000e-03 eta: 5:34:58 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.6731 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4974 loss: 1.4974 2022/06/14 18:17:27 - mmengine - INFO - Epoch(train) [1][2240/3757] lr: 5.000e-03 eta: 5:34:47 time: 0.364 data_time: 0.039 memory: 33358 grad_norm: 4.6377 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7901 loss: 1.7901 2022/06/14 18:17:34 - mmengine - INFO - Epoch(train) [1][2260/3757] lr: 5.000e-03 eta: 5:34:42 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.5365 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5571 loss: 1.5571 2022/06/14 18:17:41 - mmengine - INFO - Epoch(train) [1][2280/3757] lr: 5.000e-03 eta: 5:34:31 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.2756 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4638 loss: 1.4638 2022/06/14 18:17:49 - mmengine - INFO - Epoch(train) [1][2300/3757] lr: 5.000e-03 eta: 5:34:21 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 5.0159 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3418 loss: 1.3418 2022/06/14 18:17:56 - mmengine - INFO - Epoch(train) [1][2320/3757] lr: 5.000e-03 eta: 5:34:16 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 5.5714 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9692 loss: 0.9692 2022/06/14 18:18:04 - mmengine - INFO - Epoch(train) [1][2340/3757] lr: 5.000e-03 eta: 5:34:06 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 6.4384 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5170 loss: 1.5170 2022/06/14 18:18:11 - mmengine - INFO - Epoch(train) [1][2360/3757] lr: 5.000e-03 eta: 5:33:56 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.0083 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5794 loss: 1.5794 2022/06/14 18:18:18 - mmengine - INFO - Epoch(train) [1][2380/3757] lr: 5.000e-03 eta: 5:33:51 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.6061 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6212 loss: 1.6212 2022/06/14 18:18:26 - mmengine - INFO - Epoch(train) [1][2400/3757] lr: 5.000e-03 eta: 5:33:42 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.8747 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.8049 loss: 1.8049 2022/06/14 18:18:33 - mmengine - INFO - Epoch(train) [1][2420/3757] lr: 5.000e-03 eta: 5:33:31 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2646 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3634 loss: 1.3634 2022/06/14 18:18:40 - mmengine - INFO - Epoch(train) [1][2440/3757] lr: 5.000e-03 eta: 5:33:22 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.1466 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5405 loss: 1.5405 2022/06/14 18:18:48 - mmengine - INFO - Epoch(train) [1][2460/3757] lr: 5.000e-03 eta: 5:33:12 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.5875 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4425 loss: 1.4425 2022/06/14 18:18:55 - mmengine - INFO - Epoch(train) [1][2480/3757] lr: 5.000e-03 eta: 5:33:04 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.3551 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7185 loss: 1.7185 2022/06/14 18:19:02 - mmengine - INFO - Epoch(train) [1][2500/3757] lr: 5.000e-03 eta: 5:32:54 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 5.4348 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.8344 loss: 1.8344 2022/06/14 18:19:10 - mmengine - INFO - Epoch(train) [1][2520/3757] lr: 5.000e-03 eta: 5:32:45 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.9064 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3858 loss: 1.3858 2022/06/14 18:19:17 - mmengine - INFO - Epoch(train) [1][2540/3757] lr: 5.000e-03 eta: 5:32:39 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.5960 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3843 loss: 1.3843 2022/06/14 18:19:24 - mmengine - INFO - Epoch(train) [1][2560/3757] lr: 5.000e-03 eta: 5:32:29 time: 0.366 data_time: 0.018 memory: 33358 grad_norm: 6.0501 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5441 loss: 1.5441 2022/06/14 18:19:32 - mmengine - INFO - Epoch(train) [1][2580/3757] lr: 5.000e-03 eta: 5:32:19 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.8189 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4880 loss: 1.4880 2022/06/14 18:19:39 - mmengine - INFO - Epoch(train) [1][2600/3757] lr: 5.000e-03 eta: 5:32:10 time: 0.373 data_time: 0.006 memory: 33358 grad_norm: 4.8069 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6454 loss: 1.6454 2022/06/14 18:19:46 - mmengine - INFO - Epoch(train) [1][2620/3757] lr: 5.000e-03 eta: 5:32:00 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.5586 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6446 loss: 1.6446 2022/06/14 18:19:54 - mmengine - INFO - Epoch(train) [1][2640/3757] lr: 5.000e-03 eta: 5:31:57 time: 0.358 data_time: 0.003 memory: 33358 grad_norm: 4.3456 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5900 loss: 1.5900 2022/06/14 18:20:01 - mmengine - INFO - Epoch(train) [1][2660/3757] lr: 5.000e-03 eta: 5:31:47 time: 0.356 data_time: 0.005 memory: 33358 grad_norm: 4.8559 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8557 loss: 1.8557 2022/06/14 18:20:09 - mmengine - INFO - Epoch(train) [1][2680/3757] lr: 5.000e-03 eta: 5:31:37 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8521 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4428 loss: 1.4428 2022/06/14 18:20:16 - mmengine - INFO - Epoch(train) [1][2700/3757] lr: 5.000e-03 eta: 5:31:32 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 5.6920 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4929 loss: 1.4929 2022/06/14 18:20:23 - mmengine - INFO - Epoch(train) [1][2720/3757] lr: 5.000e-03 eta: 5:31:22 time: 0.378 data_time: 0.023 memory: 33358 grad_norm: 5.7030 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2881 loss: 1.2881 2022/06/14 18:20:31 - mmengine - INFO - Epoch(train) [1][2740/3757] lr: 5.000e-03 eta: 5:31:12 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.6715 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5658 loss: 1.5658 2022/06/14 18:20:38 - mmengine - INFO - Epoch(train) [1][2760/3757] lr: 5.000e-03 eta: 5:31:09 time: 0.372 data_time: 0.005 memory: 33358 grad_norm: 4.8190 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4471 loss: 1.4471 2022/06/14 18:20:46 - mmengine - INFO - Epoch(train) [1][2780/3757] lr: 5.000e-03 eta: 5:30:59 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.7913 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3443 loss: 1.3443 2022/06/14 18:20:53 - mmengine - INFO - Epoch(train) [1][2800/3757] lr: 5.000e-03 eta: 5:30:49 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.1563 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2262 loss: 1.2262 2022/06/14 18:21:00 - mmengine - INFO - Epoch(train) [1][2820/3757] lr: 5.000e-03 eta: 5:30:43 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.7158 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7784 loss: 1.7784 2022/06/14 18:21:08 - mmengine - INFO - Epoch(train) [1][2840/3757] lr: 5.000e-03 eta: 5:30:36 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.2527 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1408 loss: 1.1408 2022/06/14 18:21:15 - mmengine - INFO - Epoch(train) [1][2860/3757] lr: 5.000e-03 eta: 5:30:27 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.5423 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1466 loss: 1.1466 2022/06/14 18:21:22 - mmengine - INFO - Epoch(train) [1][2880/3757] lr: 5.000e-03 eta: 5:30:17 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.8575 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3889 loss: 1.3889 2022/06/14 18:21:30 - mmengine - INFO - Epoch(train) [1][2900/3757] lr: 5.000e-03 eta: 5:30:08 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.3822 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4111 loss: 1.4111 2022/06/14 18:21:37 - mmengine - INFO - Epoch(train) [1][2920/3757] lr: 5.000e-03 eta: 5:30:01 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.9708 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7649 loss: 1.7649 2022/06/14 18:21:44 - mmengine - INFO - Epoch(train) [1][2940/3757] lr: 5.000e-03 eta: 5:29:51 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.9522 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5835 loss: 1.5835 2022/06/14 18:21:52 - mmengine - INFO - Epoch(train) [1][2960/3757] lr: 5.000e-03 eta: 5:29:42 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9296 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3505 loss: 1.3505 2022/06/14 18:21:59 - mmengine - INFO - Epoch(train) [1][2980/3757] lr: 5.000e-03 eta: 5:29:36 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.6470 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8022 loss: 1.8022 2022/06/14 18:22:07 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:22:07 - mmengine - INFO - Epoch(train) [1][3000/3757] lr: 5.000e-03 eta: 5:29:29 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.1976 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5167 loss: 1.5167 2022/06/14 18:22:14 - mmengine - INFO - Epoch(train) [1][3020/3757] lr: 5.000e-03 eta: 5:29:23 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1447 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6165 loss: 1.6165 2022/06/14 18:22:21 - mmengine - INFO - Epoch(train) [1][3040/3757] lr: 5.000e-03 eta: 5:29:14 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.7856 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6884 loss: 1.6884 2022/06/14 18:22:29 - mmengine - INFO - Epoch(train) [1][3060/3757] lr: 5.000e-03 eta: 5:29:06 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.6035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6392 loss: 1.6392 2022/06/14 18:22:36 - mmengine - INFO - Epoch(train) [1][3080/3757] lr: 5.000e-03 eta: 5:29:00 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.4395 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1218 loss: 1.1218 2022/06/14 18:22:44 - mmengine - INFO - Epoch(train) [1][3100/3757] lr: 5.000e-03 eta: 5:28:51 time: 0.412 data_time: 0.026 memory: 33358 grad_norm: 5.8188 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3295 loss: 1.3295 2022/06/14 18:22:51 - mmengine - INFO - Epoch(train) [1][3120/3757] lr: 5.000e-03 eta: 5:28:42 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1362 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3960 loss: 1.3960 2022/06/14 18:22:58 - mmengine - INFO - Epoch(train) [1][3140/3757] lr: 5.000e-03 eta: 5:28:34 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0321 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3180 loss: 1.3180 2022/06/14 18:23:06 - mmengine - INFO - Epoch(train) [1][3160/3757] lr: 5.000e-03 eta: 5:28:25 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.4521 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4929 loss: 1.4929 2022/06/14 18:23:13 - mmengine - INFO - Epoch(train) [1][3180/3757] lr: 5.000e-03 eta: 5:28:16 time: 0.364 data_time: 0.021 memory: 33358 grad_norm: 4.9208 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6876 loss: 1.6876 2022/06/14 18:23:20 - mmengine - INFO - Epoch(train) [1][3200/3757] lr: 5.000e-03 eta: 5:28:10 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.3748 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3929 loss: 1.3929 2022/06/14 18:23:28 - mmengine - INFO - Epoch(train) [1][3220/3757] lr: 5.000e-03 eta: 5:28:03 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.0262 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5161 loss: 1.5161 2022/06/14 18:23:35 - mmengine - INFO - Epoch(train) [1][3240/3757] lr: 5.000e-03 eta: 5:27:58 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.7175 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7427 loss: 1.7427 2022/06/14 18:23:43 - mmengine - INFO - Epoch(train) [1][3260/3757] lr: 5.000e-03 eta: 5:27:48 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 6.4591 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4172 loss: 1.4172 2022/06/14 18:23:50 - mmengine - INFO - Epoch(train) [1][3280/3757] lr: 5.000e-03 eta: 5:27:40 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.1841 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7674 loss: 1.7674 2022/06/14 18:23:58 - mmengine - INFO - Epoch(train) [1][3300/3757] lr: 5.000e-03 eta: 5:27:34 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.7211 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3783 loss: 1.3783 2022/06/14 18:24:05 - mmengine - INFO - Epoch(train) [1][3320/3757] lr: 5.000e-03 eta: 5:27:27 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.3500 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4485 loss: 1.4485 2022/06/14 18:24:12 - mmengine - INFO - Epoch(train) [1][3340/3757] lr: 5.000e-03 eta: 5:27:17 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 4.4180 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2747 loss: 1.2747 2022/06/14 18:24:20 - mmengine - INFO - Epoch(train) [1][3360/3757] lr: 5.000e-03 eta: 5:27:11 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.9552 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6617 loss: 1.6617 2022/06/14 18:24:27 - mmengine - INFO - Epoch(train) [1][3380/3757] lr: 5.000e-03 eta: 5:27:03 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.9081 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5685 loss: 1.5685 2022/06/14 18:24:35 - mmengine - INFO - Epoch(train) [1][3400/3757] lr: 5.000e-03 eta: 5:26:56 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.7519 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4494 loss: 1.4494 2022/06/14 18:24:42 - mmengine - INFO - Epoch(train) [1][3420/3757] lr: 5.000e-03 eta: 5:26:46 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9297 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4626 loss: 1.4626 2022/06/14 18:24:49 - mmengine - INFO - Epoch(train) [1][3440/3757] lr: 5.000e-03 eta: 5:26:39 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 6.7497 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8058 loss: 1.8058 2022/06/14 18:24:57 - mmengine - INFO - Epoch(train) [1][3460/3757] lr: 5.000e-03 eta: 5:26:30 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.8785 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5189 loss: 1.5189 2022/06/14 18:25:04 - mmengine - INFO - Epoch(train) [1][3480/3757] lr: 5.000e-03 eta: 5:26:22 time: 0.382 data_time: 0.003 memory: 33358 grad_norm: 5.0086 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5188 loss: 1.5188 2022/06/14 18:25:11 - mmengine - INFO - Epoch(train) [1][3500/3757] lr: 5.000e-03 eta: 5:26:12 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.8086 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6802 loss: 1.6802 2022/06/14 18:25:18 - mmengine - INFO - Epoch(train) [1][3520/3757] lr: 5.000e-03 eta: 5:26:03 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.4846 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4271 loss: 1.4271 2022/06/14 18:25:26 - mmengine - INFO - Epoch(train) [1][3540/3757] lr: 5.000e-03 eta: 5:25:55 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.6265 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5859 loss: 1.5859 2022/06/14 18:25:33 - mmengine - INFO - Epoch(train) [1][3560/3757] lr: 5.000e-03 eta: 5:25:46 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.2514 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4457 loss: 1.4457 2022/06/14 18:25:40 - mmengine - INFO - Epoch(train) [1][3580/3757] lr: 5.000e-03 eta: 5:25:37 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.2213 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3241 loss: 1.3241 2022/06/14 18:25:48 - mmengine - INFO - Epoch(train) [1][3600/3757] lr: 5.000e-03 eta: 5:25:28 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.5300 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7179 loss: 1.7179 2022/06/14 18:25:55 - mmengine - INFO - Epoch(train) [1][3620/3757] lr: 5.000e-03 eta: 5:25:19 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 6.5304 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4709 loss: 1.4709 2022/06/14 18:26:02 - mmengine - INFO - Epoch(train) [1][3640/3757] lr: 5.000e-03 eta: 5:25:10 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.9405 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5047 loss: 1.5047 2022/06/14 18:26:10 - mmengine - INFO - Epoch(train) [1][3660/3757] lr: 5.000e-03 eta: 5:25:03 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.2500 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4276 loss: 1.4276 2022/06/14 18:26:17 - mmengine - INFO - Epoch(train) [1][3680/3757] lr: 5.000e-03 eta: 5:24:54 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.3632 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2467 loss: 1.2467 2022/06/14 18:26:25 - mmengine - INFO - Epoch(train) [1][3700/3757] lr: 5.000e-03 eta: 5:24:48 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.5220 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1860 loss: 1.1860 2022/06/14 18:26:32 - mmengine - INFO - Epoch(train) [1][3720/3757] lr: 5.000e-03 eta: 5:24:39 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5929 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4822 loss: 1.4822 2022/06/14 18:26:39 - mmengine - INFO - Epoch(train) [1][3740/3757] lr: 5.000e-03 eta: 5:24:29 time: 0.351 data_time: 0.007 memory: 33358 grad_norm: 4.8347 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6194 loss: 1.6194 2022/06/14 18:26:46 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:26:57 - mmengine - INFO - Epoch(val) [1][20/310] eta: 0:01:52 time: 0.125 data_time: 0.001 memory: 33358 2022/06/14 18:27:01 - mmengine - INFO - Epoch(val) [1][40/310] eta: 0:01:30 time: 0.128 data_time: 0.002 memory: 3465 2022/06/14 18:27:06 - mmengine - INFO - Epoch(val) [1][60/310] eta: 0:00:34 time: 0.120 data_time: 0.001 memory: 3465 2022/06/14 18:27:11 - mmengine - INFO - Epoch(val) [1][80/310] eta: 0:00:28 time: 0.129 data_time: 0.004 memory: 3465 2022/06/14 18:27:18 - mmengine - INFO - Epoch(val) [1][100/310] eta: 0:01:13 time: 0.123 data_time: 0.002 memory: 3465 2022/06/14 18:27:23 - mmengine - INFO - Epoch(val) [1][120/310] eta: 0:01:11 time: 0.126 data_time: 0.002 memory: 3465 2022/06/14 18:27:28 - mmengine - INFO - Epoch(val) [1][140/310] eta: 0:00:33 time: 0.123 data_time: 0.002 memory: 3465 2022/06/14 18:27:32 - mmengine - INFO - Epoch(val) [1][160/310] eta: 0:00:18 time: 0.126 data_time: 0.002 memory: 3465 2022/06/14 18:27:39 - mmengine - INFO - Epoch(val) [1][180/310] eta: 0:00:43 time: 0.118 data_time: 0.001 memory: 3465 2022/06/14 18:27:44 - mmengine - INFO - Epoch(val) [1][200/310] eta: 0:00:37 time: 0.123 data_time: 0.002 memory: 3465 2022/06/14 18:27:48 - mmengine - INFO - Epoch(val) [1][220/310] eta: 0:00:19 time: 0.119 data_time: 0.001 memory: 3465 2022/06/14 18:27:53 - mmengine - INFO - Epoch(val) [1][240/310] eta: 0:00:08 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 18:28:00 - mmengine - INFO - Epoch(val) [1][260/310] eta: 0:00:18 time: 0.115 data_time: 0.001 memory: 3465 2022/06/14 18:28:05 - mmengine - INFO - Epoch(val) [1][280/310] eta: 0:00:10 time: 0.126 data_time: 0.001 memory: 3465 2022/06/14 18:28:09 - mmengine - INFO - Epoch(val) [1][300/310] eta: 0:00:02 time: 0.118 data_time: 0.001 memory: 3465 2022/06/14 18:28:11 - mmengine - INFO - Epoch(val) [1][310/310] acc/top1: 0.6743 acc/top5: 0.8868 acc/mean1: 0.6742 2022/06/14 18:28:23 - mmengine - INFO - Epoch(train) [2][20/3757] lr: 5.000e-03 eta: 5:24:38 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9278 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5760 loss: 1.5760 2022/06/14 18:28:31 - mmengine - INFO - Epoch(train) [2][40/3757] lr: 5.000e-03 eta: 5:24:31 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.0161 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2777 loss: 1.2777 2022/06/14 18:28:38 - mmengine - INFO - Epoch(train) [2][60/3757] lr: 5.000e-03 eta: 5:24:24 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1061 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4405 loss: 1.4405 2022/06/14 18:28:45 - mmengine - INFO - Epoch(train) [2][80/3757] lr: 5.000e-03 eta: 5:24:15 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.2928 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3811 loss: 1.3811 2022/06/14 18:28:53 - mmengine - INFO - Epoch(train) [2][100/3757] lr: 5.000e-03 eta: 5:24:06 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.2399 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9941 loss: 0.9941 2022/06/14 18:29:00 - mmengine - INFO - Epoch(train) [2][120/3757] lr: 5.000e-03 eta: 5:23:59 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7078 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7203 loss: 1.7203 2022/06/14 18:29:07 - mmengine - INFO - Epoch(train) [2][140/3757] lr: 5.000e-03 eta: 5:23:50 time: 0.361 data_time: 0.012 memory: 33358 grad_norm: 4.7206 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4769 loss: 1.4769 2022/06/14 18:29:15 - mmengine - INFO - Epoch(train) [2][160/3757] lr: 5.000e-03 eta: 5:23:41 time: 0.363 data_time: 0.042 memory: 33358 grad_norm: 4.8475 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1327 loss: 1.1327 2022/06/14 18:29:22 - mmengine - INFO - Epoch(train) [2][180/3757] lr: 5.000e-03 eta: 5:23:32 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 5.6726 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2738 loss: 1.2738 2022/06/14 18:29:29 - mmengine - INFO - Epoch(train) [2][200/3757] lr: 5.000e-03 eta: 5:23:23 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.3401 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4039 loss: 1.4039 2022/06/14 18:29:37 - mmengine - INFO - Epoch(train) [2][220/3757] lr: 5.000e-03 eta: 5:23:16 time: 0.366 data_time: 0.045 memory: 33358 grad_norm: 5.7710 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7837 loss: 1.7837 2022/06/14 18:29:44 - mmengine - INFO - Epoch(train) [2][240/3757] lr: 5.000e-03 eta: 5:23:07 time: 0.372 data_time: 0.006 memory: 33358 grad_norm: 4.3116 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2248 loss: 1.2248 2022/06/14 18:29:45 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:29:51 - mmengine - INFO - Epoch(train) [2][260/3757] lr: 5.000e-03 eta: 5:22:59 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3673 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9918 loss: 0.9918 2022/06/14 18:29:59 - mmengine - INFO - Epoch(train) [2][280/3757] lr: 5.000e-03 eta: 5:22:50 time: 0.363 data_time: 0.029 memory: 33358 grad_norm: 5.0716 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3840 loss: 1.3840 2022/06/14 18:30:06 - mmengine - INFO - Epoch(train) [2][300/3757] lr: 5.000e-03 eta: 5:22:42 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.7359 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4006 loss: 1.4006 2022/06/14 18:30:13 - mmengine - INFO - Epoch(train) [2][320/3757] lr: 5.000e-03 eta: 5:22:33 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.2881 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9602 loss: 0.9602 2022/06/14 18:30:21 - mmengine - INFO - Epoch(train) [2][340/3757] lr: 5.000e-03 eta: 5:22:25 time: 0.363 data_time: 0.020 memory: 33358 grad_norm: 5.4250 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4505 loss: 1.4505 2022/06/14 18:30:28 - mmengine - INFO - Epoch(train) [2][360/3757] lr: 5.000e-03 eta: 5:22:17 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.1796 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2894 loss: 1.2894 2022/06/14 18:30:35 - mmengine - INFO - Epoch(train) [2][380/3757] lr: 5.000e-03 eta: 5:22:08 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.3265 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6251 loss: 1.6251 2022/06/14 18:30:43 - mmengine - INFO - Epoch(train) [2][400/3757] lr: 5.000e-03 eta: 5:22:00 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.9583 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2717 loss: 1.2717 2022/06/14 18:30:50 - mmengine - INFO - Epoch(train) [2][420/3757] lr: 5.000e-03 eta: 5:21:53 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.5790 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4550 loss: 1.4550 2022/06/14 18:30:58 - mmengine - INFO - Epoch(train) [2][440/3757] lr: 5.000e-03 eta: 5:21:46 time: 0.357 data_time: 0.002 memory: 33358 grad_norm: 6.7131 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3537 loss: 1.3537 2022/06/14 18:31:05 - mmengine - INFO - Epoch(train) [2][460/3757] lr: 5.000e-03 eta: 5:21:40 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.6744 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3593 loss: 1.3593 2022/06/14 18:31:12 - mmengine - INFO - Epoch(train) [2][480/3757] lr: 5.000e-03 eta: 5:21:31 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.2476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3164 loss: 1.3164 2022/06/14 18:31:20 - mmengine - INFO - Epoch(train) [2][500/3757] lr: 5.000e-03 eta: 5:21:25 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.1104 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6568 loss: 1.6568 2022/06/14 18:31:27 - mmengine - INFO - Epoch(train) [2][520/3757] lr: 5.000e-03 eta: 5:21:16 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 5.2674 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6258 loss: 1.6258 2022/06/14 18:31:34 - mmengine - INFO - Epoch(train) [2][540/3757] lr: 5.000e-03 eta: 5:21:07 time: 0.391 data_time: 0.005 memory: 33358 grad_norm: 5.9442 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2765 loss: 1.2765 2022/06/14 18:31:42 - mmengine - INFO - Epoch(train) [2][560/3757] lr: 5.000e-03 eta: 5:20:59 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.7793 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3990 loss: 1.3990 2022/06/14 18:31:49 - mmengine - INFO - Epoch(train) [2][580/3757] lr: 5.000e-03 eta: 5:20:50 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.5727 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2896 loss: 1.2896 2022/06/14 18:31:56 - mmengine - INFO - Epoch(train) [2][600/3757] lr: 5.000e-03 eta: 5:20:42 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.2642 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5555 loss: 1.5555 2022/06/14 18:32:04 - mmengine - INFO - Epoch(train) [2][620/3757] lr: 5.000e-03 eta: 5:20:33 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 6.2955 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6357 loss: 1.6357 2022/06/14 18:32:11 - mmengine - INFO - Epoch(train) [2][640/3757] lr: 5.000e-03 eta: 5:20:26 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.2800 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4603 loss: 1.4603 2022/06/14 18:32:18 - mmengine - INFO - Epoch(train) [2][660/3757] lr: 5.000e-03 eta: 5:20:19 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.6276 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1379 loss: 1.1379 2022/06/14 18:32:26 - mmengine - INFO - Epoch(train) [2][680/3757] lr: 5.000e-03 eta: 5:20:10 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.9520 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5435 loss: 1.5435 2022/06/14 18:32:33 - mmengine - INFO - Epoch(train) [2][700/3757] lr: 5.000e-03 eta: 5:20:02 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.7144 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.1814 loss: 1.1814 2022/06/14 18:32:40 - mmengine - INFO - Epoch(train) [2][720/3757] lr: 5.000e-03 eta: 5:19:54 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.4902 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1932 loss: 1.1932 2022/06/14 18:32:48 - mmengine - INFO - Epoch(train) [2][740/3757] lr: 5.000e-03 eta: 5:19:46 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.8531 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1339 loss: 1.1339 2022/06/14 18:32:55 - mmengine - INFO - Epoch(train) [2][760/3757] lr: 5.000e-03 eta: 5:19:37 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.0915 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7829 loss: 1.7829 2022/06/14 18:33:02 - mmengine - INFO - Epoch(train) [2][780/3757] lr: 5.000e-03 eta: 5:19:28 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.9097 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2103 loss: 1.2103 2022/06/14 18:33:10 - mmengine - INFO - Epoch(train) [2][800/3757] lr: 5.000e-03 eta: 5:19:20 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1621 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1060 loss: 1.1060 2022/06/14 18:33:17 - mmengine - INFO - Epoch(train) [2][820/3757] lr: 5.000e-03 eta: 5:19:12 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.5689 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2322 loss: 1.2322 2022/06/14 18:33:24 - mmengine - INFO - Epoch(train) [2][840/3757] lr: 5.000e-03 eta: 5:19:03 time: 0.380 data_time: 0.005 memory: 33358 grad_norm: 5.2782 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3352 loss: 1.3352 2022/06/14 18:33:32 - mmengine - INFO - Epoch(train) [2][860/3757] lr: 5.000e-03 eta: 5:18:56 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.8074 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2954 loss: 1.2954 2022/06/14 18:33:39 - mmengine - INFO - Epoch(train) [2][880/3757] lr: 5.000e-03 eta: 5:18:50 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 5.4758 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5511 loss: 1.5511 2022/06/14 18:33:47 - mmengine - INFO - Epoch(train) [2][900/3757] lr: 5.000e-03 eta: 5:18:43 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.5409 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0557 loss: 1.0557 2022/06/14 18:33:54 - mmengine - INFO - Epoch(train) [2][920/3757] lr: 5.000e-03 eta: 5:18:35 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.2659 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.0601 loss: 1.0601 2022/06/14 18:34:01 - mmengine - INFO - Epoch(train) [2][940/3757] lr: 5.000e-03 eta: 5:18:28 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9265 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9411 loss: 0.9411 2022/06/14 18:34:09 - mmengine - INFO - Epoch(train) [2][960/3757] lr: 5.000e-03 eta: 5:18:21 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9193 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8031 loss: 0.8031 2022/06/14 18:34:16 - mmengine - INFO - Epoch(train) [2][980/3757] lr: 5.000e-03 eta: 5:18:14 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7924 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3600 loss: 1.3600 2022/06/14 18:34:24 - mmengine - INFO - Epoch(train) [2][1000/3757] lr: 5.000e-03 eta: 5:18:05 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8374 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0176 loss: 1.0176 2022/06/14 18:34:31 - mmengine - INFO - Epoch(train) [2][1020/3757] lr: 5.000e-03 eta: 5:17:57 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 4.6636 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4897 loss: 1.4897 2022/06/14 18:34:38 - mmengine - INFO - Epoch(train) [2][1040/3757] lr: 5.000e-03 eta: 5:17:49 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.5353 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1991 loss: 1.1991 2022/06/14 18:34:46 - mmengine - INFO - Epoch(train) [2][1060/3757] lr: 5.000e-03 eta: 5:17:42 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.8404 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0624 loss: 1.0624 2022/06/14 18:34:53 - mmengine - INFO - Epoch(train) [2][1080/3757] lr: 5.000e-03 eta: 5:17:34 time: 0.369 data_time: 0.007 memory: 33358 grad_norm: 4.1025 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2744 loss: 1.2744 2022/06/14 18:35:00 - mmengine - INFO - Epoch(train) [2][1100/3757] lr: 5.000e-03 eta: 5:17:27 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.5746 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4628 loss: 1.4628 2022/06/14 18:35:08 - mmengine - INFO - Epoch(train) [2][1120/3757] lr: 5.000e-03 eta: 5:17:20 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.0985 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1377 loss: 1.1377 2022/06/14 18:35:15 - mmengine - INFO - Epoch(train) [2][1140/3757] lr: 5.000e-03 eta: 5:17:14 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.6586 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2730 loss: 1.2730 2022/06/14 18:35:23 - mmengine - INFO - Epoch(train) [2][1160/3757] lr: 5.000e-03 eta: 5:17:06 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.5408 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9355 loss: 0.9355 2022/06/14 18:35:30 - mmengine - INFO - Epoch(train) [2][1180/3757] lr: 5.000e-03 eta: 5:16:57 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.1280 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2467 loss: 1.2467 2022/06/14 18:35:37 - mmengine - INFO - Epoch(train) [2][1200/3757] lr: 5.000e-03 eta: 5:16:49 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 5.7847 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5303 loss: 1.5303 2022/06/14 18:35:45 - mmengine - INFO - Epoch(train) [2][1220/3757] lr: 5.000e-03 eta: 5:16:40 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.2969 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2860 loss: 1.2860 2022/06/14 18:35:52 - mmengine - INFO - Epoch(train) [2][1240/3757] lr: 5.000e-03 eta: 5:16:32 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 5.8636 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2424 loss: 1.2424 2022/06/14 18:35:53 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:35:59 - mmengine - INFO - Epoch(train) [2][1260/3757] lr: 5.000e-03 eta: 5:16:25 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.1359 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4074 loss: 1.4074 2022/06/14 18:36:07 - mmengine - INFO - Epoch(train) [2][1280/3757] lr: 5.000e-03 eta: 5:16:17 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3313 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3582 loss: 1.3582 2022/06/14 18:36:14 - mmengine - INFO - Epoch(train) [2][1300/3757] lr: 5.000e-03 eta: 5:16:08 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9031 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4349 loss: 1.4349 2022/06/14 18:36:21 - mmengine - INFO - Epoch(train) [2][1320/3757] lr: 5.000e-03 eta: 5:16:01 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.5723 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1611 loss: 1.1611 2022/06/14 18:36:29 - mmengine - INFO - Epoch(train) [2][1340/3757] lr: 5.000e-03 eta: 5:15:52 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.9476 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4745 loss: 1.4745 2022/06/14 18:36:36 - mmengine - INFO - Epoch(train) [2][1360/3757] lr: 5.000e-03 eta: 5:15:45 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9650 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4491 loss: 1.4491 2022/06/14 18:36:43 - mmengine - INFO - Epoch(train) [2][1380/3757] lr: 5.000e-03 eta: 5:15:36 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0868 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4983 loss: 1.4983 2022/06/14 18:36:51 - mmengine - INFO - Epoch(train) [2][1400/3757] lr: 5.000e-03 eta: 5:15:28 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.0798 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2999 loss: 1.2999 2022/06/14 18:36:58 - mmengine - INFO - Epoch(train) [2][1420/3757] lr: 5.000e-03 eta: 5:15:21 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.9238 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3594 loss: 1.3594 2022/06/14 18:37:05 - mmengine - INFO - Epoch(train) [2][1440/3757] lr: 5.000e-03 eta: 5:15:14 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 4.3409 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4743 loss: 1.4743 2022/06/14 18:37:13 - mmengine - INFO - Epoch(train) [2][1460/3757] lr: 5.000e-03 eta: 5:15:06 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.5591 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1050 loss: 1.1050 2022/06/14 18:37:20 - mmengine - INFO - Epoch(train) [2][1480/3757] lr: 5.000e-03 eta: 5:14:59 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.9065 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2977 loss: 1.2977 2022/06/14 18:37:28 - mmengine - INFO - Epoch(train) [2][1500/3757] lr: 5.000e-03 eta: 5:14:52 time: 0.365 data_time: 0.022 memory: 33358 grad_norm: 4.7806 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1666 loss: 1.1666 2022/06/14 18:37:35 - mmengine - INFO - Epoch(train) [2][1520/3757] lr: 5.000e-03 eta: 5:14:44 time: 0.379 data_time: 0.025 memory: 33358 grad_norm: 5.3748 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2139 loss: 1.2139 2022/06/14 18:37:42 - mmengine - INFO - Epoch(train) [2][1540/3757] lr: 5.000e-03 eta: 5:14:36 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.6590 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0617 loss: 1.0617 2022/06/14 18:37:50 - mmengine - INFO - Epoch(train) [2][1560/3757] lr: 5.000e-03 eta: 5:14:27 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.8191 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1862 loss: 1.1862 2022/06/14 18:37:57 - mmengine - INFO - Epoch(train) [2][1580/3757] lr: 5.000e-03 eta: 5:14:21 time: 0.359 data_time: 0.002 memory: 33358 grad_norm: 5.1744 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1468 loss: 1.1468 2022/06/14 18:38:04 - mmengine - INFO - Epoch(train) [2][1600/3757] lr: 5.000e-03 eta: 5:14:13 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.0545 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2900 loss: 1.2900 2022/06/14 18:38:12 - mmengine - INFO - Epoch(train) [2][1620/3757] lr: 5.000e-03 eta: 5:14:05 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.4969 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1396 loss: 1.1396 2022/06/14 18:38:19 - mmengine - INFO - Epoch(train) [2][1640/3757] lr: 5.000e-03 eta: 5:13:59 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 4.1562 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5424 loss: 1.5424 2022/06/14 18:38:27 - mmengine - INFO - Epoch(train) [2][1660/3757] lr: 5.000e-03 eta: 5:13:51 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 6.8153 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4145 loss: 1.4145 2022/06/14 18:38:34 - mmengine - INFO - Epoch(train) [2][1680/3757] lr: 5.000e-03 eta: 5:13:43 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 6.2507 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5757 loss: 1.5757 2022/06/14 18:38:41 - mmengine - INFO - Epoch(train) [2][1700/3757] lr: 5.000e-03 eta: 5:13:35 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.6746 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8804 loss: 0.8804 2022/06/14 18:38:49 - mmengine - INFO - Epoch(train) [2][1720/3757] lr: 5.000e-03 eta: 5:13:27 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1078 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3341 loss: 1.3341 2022/06/14 18:38:56 - mmengine - INFO - Epoch(train) [2][1740/3757] lr: 5.000e-03 eta: 5:13:22 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5907 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3128 loss: 1.3128 2022/06/14 18:39:04 - mmengine - INFO - Epoch(train) [2][1760/3757] lr: 5.000e-03 eta: 5:13:14 time: 0.369 data_time: 0.008 memory: 33358 grad_norm: 5.1576 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3748 loss: 1.3748 2022/06/14 18:39:11 - mmengine - INFO - Epoch(train) [2][1780/3757] lr: 5.000e-03 eta: 5:13:06 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.0910 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1743 loss: 1.1743 2022/06/14 18:39:18 - mmengine - INFO - Epoch(train) [2][1800/3757] lr: 5.000e-03 eta: 5:13:00 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.7631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3264 loss: 1.3264 2022/06/14 18:39:26 - mmengine - INFO - Epoch(train) [2][1820/3757] lr: 5.000e-03 eta: 5:12:51 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 5.5392 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4201 loss: 1.4201 2022/06/14 18:39:33 - mmengine - INFO - Epoch(train) [2][1840/3757] lr: 5.000e-03 eta: 5:12:43 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 4.3105 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3838 loss: 1.3838 2022/06/14 18:39:41 - mmengine - INFO - Epoch(train) [2][1860/3757] lr: 5.000e-03 eta: 5:12:37 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 5.7438 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1812 loss: 1.1812 2022/06/14 18:39:48 - mmengine - INFO - Epoch(train) [2][1880/3757] lr: 5.000e-03 eta: 5:12:30 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.8947 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0005 loss: 1.0005 2022/06/14 18:39:56 - mmengine - INFO - Epoch(train) [2][1900/3757] lr: 5.000e-03 eta: 5:12:24 time: 0.537 data_time: 0.026 memory: 33358 grad_norm: 4.5806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1226 loss: 1.1226 2022/06/14 18:40:03 - mmengine - INFO - Epoch(train) [2][1920/3757] lr: 5.000e-03 eta: 5:12:16 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.6584 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4453 loss: 1.4453 2022/06/14 18:40:10 - mmengine - INFO - Epoch(train) [2][1940/3757] lr: 5.000e-03 eta: 5:12:09 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 5.2301 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 0.9985 loss: 0.9985 2022/06/14 18:40:18 - mmengine - INFO - Epoch(train) [2][1960/3757] lr: 5.000e-03 eta: 5:12:00 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.8405 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5035 loss: 1.5035 2022/06/14 18:40:25 - mmengine - INFO - Epoch(train) [2][1980/3757] lr: 5.000e-03 eta: 5:11:52 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.5227 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2889 loss: 1.2889 2022/06/14 18:40:32 - mmengine - INFO - Epoch(train) [2][2000/3757] lr: 5.000e-03 eta: 5:11:44 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9086 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2308 loss: 1.2308 2022/06/14 18:40:39 - mmengine - INFO - Epoch(train) [2][2020/3757] lr: 5.000e-03 eta: 5:11:36 time: 0.366 data_time: 0.003 memory: 33358 grad_norm: 5.3511 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1751 loss: 1.1751 2022/06/14 18:40:47 - mmengine - INFO - Epoch(train) [2][2040/3757] lr: 5.000e-03 eta: 5:11:28 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.2785 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7315 loss: 1.7315 2022/06/14 18:40:54 - mmengine - INFO - Epoch(train) [2][2060/3757] lr: 5.000e-03 eta: 5:11:19 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1462 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1137 loss: 1.1137 2022/06/14 18:41:01 - mmengine - INFO - Epoch(train) [2][2080/3757] lr: 5.000e-03 eta: 5:11:12 time: 0.361 data_time: 0.009 memory: 33358 grad_norm: 5.1720 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3220 loss: 1.3220 2022/06/14 18:41:09 - mmengine - INFO - Epoch(train) [2][2100/3757] lr: 5.000e-03 eta: 5:11:03 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7243 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3788 loss: 1.3788 2022/06/14 18:41:16 - mmengine - INFO - Epoch(train) [2][2120/3757] lr: 5.000e-03 eta: 5:10:55 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 3.8437 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3257 loss: 1.3257 2022/06/14 18:41:23 - mmengine - INFO - Epoch(train) [2][2140/3757] lr: 5.000e-03 eta: 5:10:47 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.1817 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3842 loss: 1.3842 2022/06/14 18:41:31 - mmengine - INFO - Epoch(train) [2][2160/3757] lr: 5.000e-03 eta: 5:10:39 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.1652 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3995 loss: 1.3995 2022/06/14 18:41:38 - mmengine - INFO - Epoch(train) [2][2180/3757] lr: 5.000e-03 eta: 5:10:33 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 6.0761 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4088 loss: 1.4088 2022/06/14 18:41:46 - mmengine - INFO - Epoch(train) [2][2200/3757] lr: 5.000e-03 eta: 5:10:26 time: 0.517 data_time: 0.009 memory: 33358 grad_norm: 5.1592 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9689 loss: 0.9689 2022/06/14 18:41:53 - mmengine - INFO - Epoch(train) [2][2220/3757] lr: 5.000e-03 eta: 5:10:18 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.0602 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9089 loss: 0.9089 2022/06/14 18:42:00 - mmengine - INFO - Epoch(train) [2][2240/3757] lr: 5.000e-03 eta: 5:10:10 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.6917 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8375 loss: 1.8375 2022/06/14 18:42:01 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:42:08 - mmengine - INFO - Epoch(train) [2][2260/3757] lr: 5.000e-03 eta: 5:10:02 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.5677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5745 loss: 1.5745 2022/06/14 18:42:15 - mmengine - INFO - Epoch(train) [2][2280/3757] lr: 5.000e-03 eta: 5:09:54 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.4298 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3542 loss: 1.3542 2022/06/14 18:42:22 - mmengine - INFO - Epoch(train) [2][2300/3757] lr: 5.000e-03 eta: 5:09:46 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 5.0916 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3337 loss: 1.3337 2022/06/14 18:42:30 - mmengine - INFO - Epoch(train) [2][2320/3757] lr: 5.000e-03 eta: 5:09:38 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.8149 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7519 loss: 1.7519 2022/06/14 18:42:37 - mmengine - INFO - Epoch(train) [2][2340/3757] lr: 5.000e-03 eta: 5:09:31 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.4179 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2983 loss: 1.2983 2022/06/14 18:42:44 - mmengine - INFO - Epoch(train) [2][2360/3757] lr: 5.000e-03 eta: 5:09:23 time: 0.357 data_time: 0.007 memory: 33358 grad_norm: 5.0541 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6766 loss: 1.6766 2022/06/14 18:42:52 - mmengine - INFO - Epoch(train) [2][2380/3757] lr: 5.000e-03 eta: 5:09:15 time: 0.363 data_time: 0.021 memory: 33358 grad_norm: 4.9846 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2428 loss: 1.2428 2022/06/14 18:42:59 - mmengine - INFO - Epoch(train) [2][2400/3757] lr: 5.000e-03 eta: 5:09:07 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.1139 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8858 loss: 0.8858 2022/06/14 18:43:06 - mmengine - INFO - Epoch(train) [2][2420/3757] lr: 5.000e-03 eta: 5:08:59 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3469 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3668 loss: 1.3668 2022/06/14 18:43:14 - mmengine - INFO - Epoch(train) [2][2440/3757] lr: 5.000e-03 eta: 5:08:51 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.3547 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5780 loss: 1.5780 2022/06/14 18:43:21 - mmengine - INFO - Epoch(train) [2][2460/3757] lr: 5.000e-03 eta: 5:08:44 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.3065 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1172 loss: 1.1172 2022/06/14 18:43:28 - mmengine - INFO - Epoch(train) [2][2480/3757] lr: 5.000e-03 eta: 5:08:36 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.3723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2866 loss: 1.2866 2022/06/14 18:43:36 - mmengine - INFO - Epoch(train) [2][2500/3757] lr: 5.000e-03 eta: 5:08:29 time: 0.432 data_time: 0.024 memory: 33358 grad_norm: 5.4997 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.5274 loss: 1.5274 2022/06/14 18:43:43 - mmengine - INFO - Epoch(train) [2][2520/3757] lr: 5.000e-03 eta: 5:08:20 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.4694 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4883 loss: 1.4883 2022/06/14 18:43:50 - mmengine - INFO - Epoch(train) [2][2540/3757] lr: 5.000e-03 eta: 5:08:12 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.0909 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2712 loss: 1.2712 2022/06/14 18:43:58 - mmengine - INFO - Epoch(train) [2][2560/3757] lr: 5.000e-03 eta: 5:08:05 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 3.6973 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9905 loss: 0.9905 2022/06/14 18:44:05 - mmengine - INFO - Epoch(train) [2][2580/3757] lr: 5.000e-03 eta: 5:07:57 time: 0.362 data_time: 0.009 memory: 33358 grad_norm: 4.6912 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1657 loss: 1.1657 2022/06/14 18:44:12 - mmengine - INFO - Epoch(train) [2][2600/3757] lr: 5.000e-03 eta: 5:07:49 time: 0.367 data_time: 0.020 memory: 33358 grad_norm: 5.0212 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3572 loss: 1.3572 2022/06/14 18:44:20 - mmengine - INFO - Epoch(train) [2][2620/3757] lr: 5.000e-03 eta: 5:07:41 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.3730 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4353 loss: 1.4353 2022/06/14 18:44:27 - mmengine - INFO - Epoch(train) [2][2640/3757] lr: 5.000e-03 eta: 5:07:34 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.3256 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3028 loss: 1.3028 2022/06/14 18:44:34 - mmengine - INFO - Epoch(train) [2][2660/3757] lr: 5.000e-03 eta: 5:07:26 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.6685 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2875 loss: 1.2875 2022/06/14 18:44:42 - mmengine - INFO - Epoch(train) [2][2680/3757] lr: 5.000e-03 eta: 5:07:18 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.1468 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4391 loss: 1.4391 2022/06/14 18:44:49 - mmengine - INFO - Epoch(train) [2][2700/3757] lr: 5.000e-03 eta: 5:07:11 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.8578 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8444 loss: 0.8444 2022/06/14 18:44:57 - mmengine - INFO - Epoch(train) [2][2720/3757] lr: 5.000e-03 eta: 5:07:04 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 4.2124 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8277 loss: 0.8277 2022/06/14 18:45:04 - mmengine - INFO - Epoch(train) [2][2740/3757] lr: 5.000e-03 eta: 5:06:56 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.7761 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2136 loss: 1.2136 2022/06/14 18:45:11 - mmengine - INFO - Epoch(train) [2][2760/3757] lr: 5.000e-03 eta: 5:06:49 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 4.6415 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2678 loss: 1.2678 2022/06/14 18:45:19 - mmengine - INFO - Epoch(train) [2][2780/3757] lr: 5.000e-03 eta: 5:06:42 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.4009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1421 loss: 1.1421 2022/06/14 18:45:26 - mmengine - INFO - Epoch(train) [2][2800/3757] lr: 5.000e-03 eta: 5:06:34 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.1109 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2576 loss: 1.2576 2022/06/14 18:45:33 - mmengine - INFO - Epoch(train) [2][2820/3757] lr: 5.000e-03 eta: 5:06:26 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.1407 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2406 loss: 1.2406 2022/06/14 18:45:41 - mmengine - INFO - Epoch(train) [2][2840/3757] lr: 5.000e-03 eta: 5:06:18 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.1705 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0010 loss: 1.0010 2022/06/14 18:45:48 - mmengine - INFO - Epoch(train) [2][2860/3757] lr: 5.000e-03 eta: 5:06:11 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.1873 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1339 loss: 1.1339 2022/06/14 18:45:56 - mmengine - INFO - Epoch(train) [2][2880/3757] lr: 5.000e-03 eta: 5:06:03 time: 0.409 data_time: 0.005 memory: 33358 grad_norm: 5.3998 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1225 loss: 1.1225 2022/06/14 18:46:03 - mmengine - INFO - Epoch(train) [2][2900/3757] lr: 5.000e-03 eta: 5:05:57 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.2647 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4003 loss: 1.4003 2022/06/14 18:46:10 - mmengine - INFO - Epoch(train) [2][2920/3757] lr: 5.000e-03 eta: 5:05:49 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 4.8938 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1524 loss: 1.1524 2022/06/14 18:46:18 - mmengine - INFO - Epoch(train) [2][2940/3757] lr: 5.000e-03 eta: 5:05:41 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.0217 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1159 loss: 1.1159 2022/06/14 18:46:25 - mmengine - INFO - Epoch(train) [2][2960/3757] lr: 5.000e-03 eta: 5:05:34 time: 0.347 data_time: 0.021 memory: 33358 grad_norm: 4.4800 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4646 loss: 1.4646 2022/06/14 18:46:33 - mmengine - INFO - Epoch(train) [2][2980/3757] lr: 5.000e-03 eta: 5:05:28 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.1074 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8722 loss: 0.8722 2022/06/14 18:46:40 - mmengine - INFO - Epoch(train) [2][3000/3757] lr: 5.000e-03 eta: 5:05:21 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.4142 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2696 loss: 1.2696 2022/06/14 18:46:47 - mmengine - INFO - Epoch(train) [2][3020/3757] lr: 5.000e-03 eta: 5:05:14 time: 0.358 data_time: 0.005 memory: 33358 grad_norm: 4.7603 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3025 loss: 1.3025 2022/06/14 18:46:55 - mmengine - INFO - Epoch(train) [2][3040/3757] lr: 5.000e-03 eta: 5:05:06 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.9449 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3644 loss: 1.3644 2022/06/14 18:47:02 - mmengine - INFO - Epoch(train) [2][3060/3757] lr: 5.000e-03 eta: 5:04:58 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.1064 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1253 loss: 1.1253 2022/06/14 18:47:10 - mmengine - INFO - Epoch(train) [2][3080/3757] lr: 5.000e-03 eta: 5:04:51 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 5.5146 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1494 loss: 1.1494 2022/06/14 18:47:17 - mmengine - INFO - Epoch(train) [2][3100/3757] lr: 5.000e-03 eta: 5:04:44 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.5309 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.0972 loss: 1.0972 2022/06/14 18:47:24 - mmengine - INFO - Epoch(train) [2][3120/3757] lr: 5.000e-03 eta: 5:04:36 time: 0.359 data_time: 0.007 memory: 33358 grad_norm: 5.1953 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2178 loss: 1.2178 2022/06/14 18:47:32 - mmengine - INFO - Epoch(train) [2][3140/3757] lr: 5.000e-03 eta: 5:04:28 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7872 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1204 loss: 1.1204 2022/06/14 18:47:39 - mmengine - INFO - Epoch(train) [2][3160/3757] lr: 5.000e-03 eta: 5:04:20 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7881 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1583 loss: 1.1583 2022/06/14 18:47:46 - mmengine - INFO - Epoch(train) [2][3180/3757] lr: 5.000e-03 eta: 5:04:12 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.4948 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6508 loss: 1.6508 2022/06/14 18:47:53 - mmengine - INFO - Epoch(train) [2][3200/3757] lr: 5.000e-03 eta: 5:04:04 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.1215 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6433 loss: 1.6433 2022/06/14 18:48:01 - mmengine - INFO - Epoch(train) [2][3220/3757] lr: 5.000e-03 eta: 5:03:56 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.8778 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1837 loss: 1.1837 2022/06/14 18:48:08 - mmengine - INFO - Epoch(train) [2][3240/3757] lr: 5.000e-03 eta: 5:03:49 time: 0.358 data_time: 0.007 memory: 33358 grad_norm: 5.5506 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1700 loss: 1.1700 2022/06/14 18:48:09 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:48:16 - mmengine - INFO - Epoch(train) [2][3260/3757] lr: 5.000e-03 eta: 5:03:41 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.5213 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2883 loss: 1.2883 2022/06/14 18:48:23 - mmengine - INFO - Epoch(train) [2][3280/3757] lr: 5.000e-03 eta: 5:03:33 time: 0.361 data_time: 0.008 memory: 33358 grad_norm: 3.8181 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1092 loss: 1.1092 2022/06/14 18:48:30 - mmengine - INFO - Epoch(train) [2][3300/3757] lr: 5.000e-03 eta: 5:03:25 time: 0.370 data_time: 0.007 memory: 33358 grad_norm: 4.7436 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 0.9952 loss: 0.9952 2022/06/14 18:48:38 - mmengine - INFO - Epoch(train) [2][3320/3757] lr: 5.000e-03 eta: 5:03:18 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 4.4562 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2430 loss: 1.2430 2022/06/14 18:48:45 - mmengine - INFO - Epoch(train) [2][3340/3757] lr: 5.000e-03 eta: 5:03:09 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.3388 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1241 loss: 1.1241 2022/06/14 18:48:52 - mmengine - INFO - Epoch(train) [2][3360/3757] lr: 5.000e-03 eta: 5:03:02 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 6.2233 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9454 loss: 0.9454 2022/06/14 18:49:00 - mmengine - INFO - Epoch(train) [2][3380/3757] lr: 5.000e-03 eta: 5:02:54 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.0630 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1649 loss: 1.1649 2022/06/14 18:49:07 - mmengine - INFO - Epoch(train) [2][3400/3757] lr: 5.000e-03 eta: 5:02:47 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.5347 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0076 loss: 1.0076 2022/06/14 18:49:14 - mmengine - INFO - Epoch(train) [2][3420/3757] lr: 5.000e-03 eta: 5:02:39 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8689 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2375 loss: 1.2375 2022/06/14 18:49:22 - mmengine - INFO - Epoch(train) [2][3440/3757] lr: 5.000e-03 eta: 5:02:33 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.4881 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7779 loss: 0.7779 2022/06/14 18:49:29 - mmengine - INFO - Epoch(train) [2][3460/3757] lr: 5.000e-03 eta: 5:02:25 time: 0.368 data_time: 0.002 memory: 33358 grad_norm: 5.2398 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1081 loss: 1.1081 2022/06/14 18:49:37 - mmengine - INFO - Epoch(train) [2][3480/3757] lr: 5.000e-03 eta: 5:02:18 time: 0.382 data_time: 0.023 memory: 33358 grad_norm: 4.5685 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3287 loss: 1.3287 2022/06/14 18:49:44 - mmengine - INFO - Epoch(train) [2][3500/3757] lr: 5.000e-03 eta: 5:02:10 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.4635 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9612 loss: 0.9612 2022/06/14 18:49:51 - mmengine - INFO - Epoch(train) [2][3520/3757] lr: 5.000e-03 eta: 5:02:02 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 6.1091 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0377 loss: 1.0377 2022/06/14 18:49:59 - mmengine - INFO - Epoch(train) [2][3540/3757] lr: 5.000e-03 eta: 5:01:55 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.1136 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3048 loss: 1.3048 2022/06/14 18:50:06 - mmengine - INFO - Epoch(train) [2][3560/3757] lr: 5.000e-03 eta: 5:01:47 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.4157 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0005 loss: 1.0005 2022/06/14 18:50:13 - mmengine - INFO - Epoch(train) [2][3580/3757] lr: 5.000e-03 eta: 5:01:40 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.3711 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3318 loss: 1.3318 2022/06/14 18:50:21 - mmengine - INFO - Epoch(train) [2][3600/3757] lr: 5.000e-03 eta: 5:01:33 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.3014 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2199 loss: 1.2199 2022/06/14 18:50:28 - mmengine - INFO - Epoch(train) [2][3620/3757] lr: 5.000e-03 eta: 5:01:25 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 6.6538 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1638 loss: 1.1638 2022/06/14 18:50:35 - mmengine - INFO - Epoch(train) [2][3640/3757] lr: 5.000e-03 eta: 5:01:17 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.0346 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1429 loss: 1.1429 2022/06/14 18:50:43 - mmengine - INFO - Epoch(train) [2][3660/3757] lr: 5.000e-03 eta: 5:01:09 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.1895 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0051 loss: 1.0051 2022/06/14 18:50:50 - mmengine - INFO - Epoch(train) [2][3680/3757] lr: 5.000e-03 eta: 5:01:01 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 5.4142 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0338 loss: 1.0338 2022/06/14 18:50:57 - mmengine - INFO - Epoch(train) [2][3700/3757] lr: 5.000e-03 eta: 5:00:54 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.8012 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2391 loss: 1.2391 2022/06/14 18:51:05 - mmengine - INFO - Epoch(train) [2][3720/3757] lr: 5.000e-03 eta: 5:00:46 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.7026 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0360 loss: 1.0360 2022/06/14 18:51:12 - mmengine - INFO - Epoch(train) [2][3740/3757] lr: 5.000e-03 eta: 5:00:37 time: 0.356 data_time: 0.026 memory: 33358 grad_norm: 4.6842 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8006 loss: 0.8006 2022/06/14 18:51:18 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:51:27 - mmengine - INFO - Epoch(val) [2][20/310] eta: 0:01:48 time: 0.131 data_time: 0.014 memory: 33358 2022/06/14 18:51:31 - mmengine - INFO - Epoch(val) [2][40/310] eta: 0:01:35 time: 0.124 data_time: 0.002 memory: 3465 2022/06/14 18:51:36 - mmengine - INFO - Epoch(val) [2][60/310] eta: 0:00:31 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 18:51:41 - mmengine - INFO - Epoch(val) [2][80/310] eta: 0:00:28 time: 0.135 data_time: 0.009 memory: 3465 2022/06/14 18:51:48 - mmengine - INFO - Epoch(val) [2][100/310] eta: 0:01:12 time: 0.114 data_time: 0.001 memory: 3465 2022/06/14 18:51:52 - mmengine - INFO - Epoch(val) [2][120/310] eta: 0:01:07 time: 0.127 data_time: 0.003 memory: 3465 2022/06/14 18:51:57 - mmengine - INFO - Epoch(val) [2][140/310] eta: 0:00:24 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 18:52:02 - mmengine - INFO - Epoch(val) [2][160/310] eta: 0:00:18 time: 0.134 data_time: 0.002 memory: 3465 2022/06/14 18:52:09 - mmengine - INFO - Epoch(val) [2][180/310] eta: 0:00:44 time: 0.385 data_time: 0.270 memory: 3465 2022/06/14 18:52:14 - mmengine - INFO - Epoch(val) [2][200/310] eta: 0:00:39 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 18:52:18 - mmengine - INFO - Epoch(val) [2][220/310] eta: 0:00:15 time: 0.129 data_time: 0.002 memory: 3465 2022/06/14 18:52:23 - mmengine - INFO - Epoch(val) [2][240/310] eta: 0:00:08 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 18:52:30 - mmengine - INFO - Epoch(val) [2][260/310] eta: 0:00:18 time: 0.115 data_time: 0.001 memory: 3465 2022/06/14 18:52:35 - mmengine - INFO - Epoch(val) [2][280/310] eta: 0:00:11 time: 0.114 data_time: 0.001 memory: 3465 2022/06/14 18:52:39 - mmengine - INFO - Epoch(val) [2][300/310] eta: 0:00:02 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 18:52:42 - mmengine - INFO - Epoch(val) [2][310/310] acc/top1: 0.7032 acc/top5: 0.9015 acc/mean1: 0.7031 2022/06/14 18:52:54 - mmengine - INFO - Epoch(train) [3][20/3757] lr: 5.000e-03 eta: 5:00:35 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 5.3921 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9983 loss: 0.9983 2022/06/14 18:53:01 - mmengine - INFO - Epoch(train) [3][40/3757] lr: 5.000e-03 eta: 5:00:28 time: 0.359 data_time: 0.002 memory: 33358 grad_norm: 4.4367 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4288 loss: 1.4288 2022/06/14 18:53:08 - mmengine - INFO - Epoch(train) [3][60/3757] lr: 5.000e-03 eta: 5:00:21 time: 0.363 data_time: 0.023 memory: 33358 grad_norm: 6.3400 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1258 loss: 1.1258 2022/06/14 18:53:16 - mmengine - INFO - Epoch(train) [3][80/3757] lr: 5.000e-03 eta: 5:00:13 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9899 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3517 loss: 1.3517 2022/06/14 18:53:23 - mmengine - INFO - Epoch(train) [3][100/3757] lr: 5.000e-03 eta: 5:00:05 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.8720 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2275 loss: 1.2275 2022/06/14 18:53:30 - mmengine - INFO - Epoch(train) [3][120/3757] lr: 5.000e-03 eta: 4:59:57 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.4884 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4735 loss: 1.4735 2022/06/14 18:53:38 - mmengine - INFO - Epoch(train) [3][140/3757] lr: 5.000e-03 eta: 4:59:50 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.2388 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4726 loss: 1.4726 2022/06/14 18:53:45 - mmengine - INFO - Epoch(train) [3][160/3757] lr: 5.000e-03 eta: 4:59:42 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.3412 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0495 loss: 1.0495 2022/06/14 18:53:53 - mmengine - INFO - Epoch(train) [3][180/3757] lr: 5.000e-03 eta: 4:59:36 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.1344 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3595 loss: 1.3595 2022/06/14 18:54:00 - mmengine - INFO - Epoch(train) [3][200/3757] lr: 5.000e-03 eta: 4:59:28 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 5.3228 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3964 loss: 1.3964 2022/06/14 18:54:07 - mmengine - INFO - Epoch(train) [3][220/3757] lr: 5.000e-03 eta: 4:59:21 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5654 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9195 loss: 0.9195 2022/06/14 18:54:15 - mmengine - INFO - Epoch(train) [3][240/3757] lr: 5.000e-03 eta: 4:59:13 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8182 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0974 loss: 1.0974 2022/06/14 18:54:22 - mmengine - INFO - Epoch(train) [3][260/3757] lr: 5.000e-03 eta: 4:59:05 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.3352 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9733 loss: 0.9733 2022/06/14 18:54:29 - mmengine - INFO - Epoch(train) [3][280/3757] lr: 5.000e-03 eta: 4:58:57 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.4017 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9179 loss: 0.9179 2022/06/14 18:54:37 - mmengine - INFO - Epoch(train) [3][300/3757] lr: 5.000e-03 eta: 4:58:49 time: 0.387 data_time: 0.006 memory: 33358 grad_norm: 6.3084 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1120 loss: 1.1120 2022/06/14 18:54:44 - mmengine - INFO - Epoch(train) [3][320/3757] lr: 5.000e-03 eta: 4:58:41 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.6836 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3720 loss: 1.3720 2022/06/14 18:54:51 - mmengine - INFO - Epoch(train) [3][340/3757] lr: 5.000e-03 eta: 4:58:34 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.8438 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1106 loss: 1.1106 2022/06/14 18:54:59 - mmengine - INFO - Epoch(train) [3][360/3757] lr: 5.000e-03 eta: 4:58:26 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.3577 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.0374 loss: 1.0374 2022/06/14 18:55:06 - mmengine - INFO - Epoch(train) [3][380/3757] lr: 5.000e-03 eta: 4:58:18 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.6048 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2967 loss: 1.2967 2022/06/14 18:55:13 - mmengine - INFO - Epoch(train) [3][400/3757] lr: 5.000e-03 eta: 4:58:10 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.5960 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7400 loss: 0.7400 2022/06/14 18:55:21 - mmengine - INFO - Epoch(train) [3][420/3757] lr: 5.000e-03 eta: 4:58:03 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 5.4522 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2911 loss: 1.2911 2022/06/14 18:55:28 - mmengine - INFO - Epoch(train) [3][440/3757] lr: 5.000e-03 eta: 4:57:55 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.6085 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0223 loss: 1.0223 2022/06/14 18:55:35 - mmengine - INFO - Epoch(train) [3][460/3757] lr: 5.000e-03 eta: 4:57:47 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 4.7304 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0370 loss: 1.0370 2022/06/14 18:55:43 - mmengine - INFO - Epoch(train) [3][480/3757] lr: 5.000e-03 eta: 4:57:39 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.0404 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2565 loss: 1.2565 2022/06/14 18:55:45 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 18:55:50 - mmengine - INFO - Epoch(train) [3][500/3757] lr: 5.000e-03 eta: 4:57:31 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.1819 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3430 loss: 1.3430 2022/06/14 18:55:57 - mmengine - INFO - Epoch(train) [3][520/3757] lr: 5.000e-03 eta: 4:57:23 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7995 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8664 loss: 0.8664 2022/06/14 18:56:04 - mmengine - INFO - Epoch(train) [3][540/3757] lr: 5.000e-03 eta: 4:57:15 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.5881 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2130 loss: 1.2130 2022/06/14 18:56:12 - mmengine - INFO - Epoch(train) [3][560/3757] lr: 5.000e-03 eta: 4:57:08 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 5.0572 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0563 loss: 1.0563 2022/06/14 18:56:19 - mmengine - INFO - Epoch(train) [3][580/3757] lr: 5.000e-03 eta: 4:57:00 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 4.5643 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7922 loss: 0.7922 2022/06/14 18:56:26 - mmengine - INFO - Epoch(train) [3][600/3757] lr: 5.000e-03 eta: 4:56:52 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.0503 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0979 loss: 1.0979 2022/06/14 18:56:34 - mmengine - INFO - Epoch(train) [3][620/3757] lr: 5.000e-03 eta: 4:56:44 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.2162 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2656 loss: 1.2656 2022/06/14 18:56:41 - mmengine - INFO - Epoch(train) [3][640/3757] lr: 5.000e-03 eta: 4:56:37 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.7952 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9102 loss: 0.9102 2022/06/14 18:56:48 - mmengine - INFO - Epoch(train) [3][660/3757] lr: 5.000e-03 eta: 4:56:29 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9807 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2509 loss: 1.2509 2022/06/14 18:56:56 - mmengine - INFO - Epoch(train) [3][680/3757] lr: 5.000e-03 eta: 4:56:21 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.2845 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6726 loss: 0.6726 2022/06/14 18:57:03 - mmengine - INFO - Epoch(train) [3][700/3757] lr: 5.000e-03 eta: 4:56:15 time: 0.359 data_time: 0.002 memory: 33358 grad_norm: 5.0620 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0011 loss: 1.0011 2022/06/14 18:57:11 - mmengine - INFO - Epoch(train) [3][720/3757] lr: 5.000e-03 eta: 4:56:08 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.4186 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0184 loss: 1.0184 2022/06/14 18:57:18 - mmengine - INFO - Epoch(train) [3][740/3757] lr: 5.000e-03 eta: 4:56:01 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.7260 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1769 loss: 1.1769 2022/06/14 18:57:25 - mmengine - INFO - Epoch(train) [3][760/3757] lr: 5.000e-03 eta: 4:55:53 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.2757 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0226 loss: 1.0226 2022/06/14 18:57:33 - mmengine - INFO - Epoch(train) [3][780/3757] lr: 5.000e-03 eta: 4:55:46 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 4.3626 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9712 loss: 0.9712 2022/06/14 18:57:40 - mmengine - INFO - Epoch(train) [3][800/3757] lr: 5.000e-03 eta: 4:55:39 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.5008 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3742 loss: 1.3742 2022/06/14 18:57:48 - mmengine - INFO - Epoch(train) [3][820/3757] lr: 5.000e-03 eta: 4:55:32 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 3.8159 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0619 loss: 1.0619 2022/06/14 18:57:55 - mmengine - INFO - Epoch(train) [3][840/3757] lr: 5.000e-03 eta: 4:55:24 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.6923 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1034 loss: 1.1034 2022/06/14 18:58:03 - mmengine - INFO - Epoch(train) [3][860/3757] lr: 5.000e-03 eta: 4:55:17 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 4.9234 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0633 loss: 1.0633 2022/06/14 18:58:10 - mmengine - INFO - Epoch(train) [3][880/3757] lr: 5.000e-03 eta: 4:55:10 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.1046 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8290 loss: 0.8290 2022/06/14 18:58:17 - mmengine - INFO - Epoch(train) [3][900/3757] lr: 5.000e-03 eta: 4:55:03 time: 0.367 data_time: 0.009 memory: 33358 grad_norm: 5.7201 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6493 loss: 1.6493 2022/06/14 18:58:25 - mmengine - INFO - Epoch(train) [3][920/3757] lr: 5.000e-03 eta: 4:54:55 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.9562 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0347 loss: 1.0347 2022/06/14 18:58:32 - mmengine - INFO - Epoch(train) [3][940/3757] lr: 5.000e-03 eta: 4:54:47 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.7581 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3337 loss: 1.3337 2022/06/14 18:58:39 - mmengine - INFO - Epoch(train) [3][960/3757] lr: 5.000e-03 eta: 4:54:40 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.9991 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3288 loss: 1.3288 2022/06/14 18:58:47 - mmengine - INFO - Epoch(train) [3][980/3757] lr: 5.000e-03 eta: 4:54:32 time: 0.402 data_time: 0.008 memory: 33358 grad_norm: 4.6290 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3001 loss: 1.3001 2022/06/14 18:58:54 - mmengine - INFO - Epoch(train) [3][1000/3757] lr: 5.000e-03 eta: 4:54:24 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 6.1493 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1562 loss: 1.1562 2022/06/14 18:59:01 - mmengine - INFO - Epoch(train) [3][1020/3757] lr: 5.000e-03 eta: 4:54:16 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.8741 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8987 loss: 0.8987 2022/06/14 18:59:09 - mmengine - INFO - Epoch(train) [3][1040/3757] lr: 5.000e-03 eta: 4:54:09 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8151 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1671 loss: 1.1671 2022/06/14 18:59:16 - mmengine - INFO - Epoch(train) [3][1060/3757] lr: 5.000e-03 eta: 4:54:01 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.5947 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8617 loss: 0.8617 2022/06/14 18:59:23 - mmengine - INFO - Epoch(train) [3][1080/3757] lr: 5.000e-03 eta: 4:53:53 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.9983 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8875 loss: 0.8875 2022/06/14 18:59:31 - mmengine - INFO - Epoch(train) [3][1100/3757] lr: 5.000e-03 eta: 4:53:46 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.6741 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9882 loss: 0.9882 2022/06/14 18:59:38 - mmengine - INFO - Epoch(train) [3][1120/3757] lr: 5.000e-03 eta: 4:53:38 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7455 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3357 loss: 1.3357 2022/06/14 18:59:45 - mmengine - INFO - Epoch(train) [3][1140/3757] lr: 5.000e-03 eta: 4:53:30 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 4.9275 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3393 loss: 1.3393 2022/06/14 18:59:53 - mmengine - INFO - Epoch(train) [3][1160/3757] lr: 5.000e-03 eta: 4:53:23 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.7261 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1505 loss: 1.1505 2022/06/14 19:00:00 - mmengine - INFO - Epoch(train) [3][1180/3757] lr: 5.000e-03 eta: 4:53:15 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.6091 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3370 loss: 1.3370 2022/06/14 19:00:07 - mmengine - INFO - Epoch(train) [3][1200/3757] lr: 5.000e-03 eta: 4:53:07 time: 0.368 data_time: 0.011 memory: 33358 grad_norm: 4.6507 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2897 loss: 1.2897 2022/06/14 19:00:15 - mmengine - INFO - Epoch(train) [3][1220/3757] lr: 5.000e-03 eta: 4:52:59 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.4670 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1465 loss: 1.1465 2022/06/14 19:00:22 - mmengine - INFO - Epoch(train) [3][1240/3757] lr: 5.000e-03 eta: 4:52:52 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.0074 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3682 loss: 1.3682 2022/06/14 19:00:30 - mmengine - INFO - Epoch(train) [3][1260/3757] lr: 5.000e-03 eta: 4:52:45 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7191 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9564 loss: 0.9564 2022/06/14 19:00:37 - mmengine - INFO - Epoch(train) [3][1280/3757] lr: 5.000e-03 eta: 4:52:37 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.1056 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3251 loss: 1.3251 2022/06/14 19:00:44 - mmengine - INFO - Epoch(train) [3][1300/3757] lr: 5.000e-03 eta: 4:52:29 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.4515 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5296 loss: 1.5296 2022/06/14 19:00:51 - mmengine - INFO - Epoch(train) [3][1320/3757] lr: 5.000e-03 eta: 4:52:22 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.4794 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8192 loss: 0.8192 2022/06/14 19:00:59 - mmengine - INFO - Epoch(train) [3][1340/3757] lr: 5.000e-03 eta: 4:52:15 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.8805 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2265 loss: 1.2265 2022/06/14 19:01:06 - mmengine - INFO - Epoch(train) [3][1360/3757] lr: 5.000e-03 eta: 4:52:07 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8325 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4965 loss: 1.4965 2022/06/14 19:01:14 - mmengine - INFO - Epoch(train) [3][1380/3757] lr: 5.000e-03 eta: 4:52:00 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3042 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7717 loss: 0.7717 2022/06/14 19:01:21 - mmengine - INFO - Epoch(train) [3][1400/3757] lr: 5.000e-03 eta: 4:51:53 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 4.5986 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3410 loss: 1.3410 2022/06/14 19:01:29 - mmengine - INFO - Epoch(train) [3][1420/3757] lr: 5.000e-03 eta: 4:51:46 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.4702 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3450 loss: 1.3450 2022/06/14 19:01:36 - mmengine - INFO - Epoch(train) [3][1440/3757] lr: 5.000e-03 eta: 4:51:38 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.7799 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3969 loss: 1.3969 2022/06/14 19:01:43 - mmengine - INFO - Epoch(train) [3][1460/3757] lr: 5.000e-03 eta: 4:51:30 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.6875 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2495 loss: 1.2495 2022/06/14 19:01:50 - mmengine - INFO - Epoch(train) [3][1480/3757] lr: 5.000e-03 eta: 4:51:22 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.8859 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1535 loss: 1.1535 2022/06/14 19:01:53 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:01:58 - mmengine - INFO - Epoch(train) [3][1500/3757] lr: 5.000e-03 eta: 4:51:16 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.4339 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.1332 loss: 1.1332 2022/06/14 19:02:05 - mmengine - INFO - Epoch(train) [3][1520/3757] lr: 5.000e-03 eta: 4:51:08 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7633 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4823 loss: 1.4823 2022/06/14 19:02:13 - mmengine - INFO - Epoch(train) [3][1540/3757] lr: 5.000e-03 eta: 4:51:01 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.1869 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0874 loss: 1.0874 2022/06/14 19:02:20 - mmengine - INFO - Epoch(train) [3][1560/3757] lr: 5.000e-03 eta: 4:50:53 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.9252 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1418 loss: 1.1418 2022/06/14 19:02:27 - mmengine - INFO - Epoch(train) [3][1580/3757] lr: 5.000e-03 eta: 4:50:45 time: 0.378 data_time: 0.006 memory: 33358 grad_norm: 5.7809 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3422 loss: 1.3422 2022/06/14 19:02:35 - mmengine - INFO - Epoch(train) [3][1600/3757] lr: 5.000e-03 eta: 4:50:37 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.2804 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8056 loss: 0.8056 2022/06/14 19:02:42 - mmengine - INFO - Epoch(train) [3][1620/3757] lr: 5.000e-03 eta: 4:50:30 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.7841 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3843 loss: 1.3843 2022/06/14 19:02:49 - mmengine - INFO - Epoch(train) [3][1640/3757] lr: 5.000e-03 eta: 4:50:22 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.1076 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4036 loss: 1.4036 2022/06/14 19:02:57 - mmengine - INFO - Epoch(train) [3][1660/3757] lr: 5.000e-03 eta: 4:50:14 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8586 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8477 loss: 0.8477 2022/06/14 19:03:04 - mmengine - INFO - Epoch(train) [3][1680/3757] lr: 5.000e-03 eta: 4:50:07 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.8995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0483 loss: 1.0483 2022/06/14 19:03:11 - mmengine - INFO - Epoch(train) [3][1700/3757] lr: 5.000e-03 eta: 4:49:59 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.8399 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2590 loss: 1.2590 2022/06/14 19:03:19 - mmengine - INFO - Epoch(train) [3][1720/3757] lr: 5.000e-03 eta: 4:49:51 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.4587 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9877 loss: 0.9877 2022/06/14 19:03:26 - mmengine - INFO - Epoch(train) [3][1740/3757] lr: 5.000e-03 eta: 4:49:43 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.6263 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3601 loss: 1.3601 2022/06/14 19:03:33 - mmengine - INFO - Epoch(train) [3][1760/3757] lr: 5.000e-03 eta: 4:49:36 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 6.1409 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5840 loss: 1.5840 2022/06/14 19:03:41 - mmengine - INFO - Epoch(train) [3][1780/3757] lr: 5.000e-03 eta: 4:49:29 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.6600 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6113 loss: 1.6113 2022/06/14 19:03:48 - mmengine - INFO - Epoch(train) [3][1800/3757] lr: 5.000e-03 eta: 4:49:21 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.8310 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1089 loss: 1.1089 2022/06/14 19:03:55 - mmengine - INFO - Epoch(train) [3][1820/3757] lr: 5.000e-03 eta: 4:49:13 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.5095 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9927 loss: 0.9927 2022/06/14 19:04:03 - mmengine - INFO - Epoch(train) [3][1840/3757] lr: 5.000e-03 eta: 4:49:06 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1309 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2728 loss: 1.2728 2022/06/14 19:04:10 - mmengine - INFO - Epoch(train) [3][1860/3757] lr: 5.000e-03 eta: 4:48:58 time: 0.362 data_time: 0.029 memory: 33358 grad_norm: 5.2228 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1554 loss: 1.1554 2022/06/14 19:04:17 - mmengine - INFO - Epoch(train) [3][1880/3757] lr: 5.000e-03 eta: 4:48:50 time: 0.404 data_time: 0.007 memory: 33358 grad_norm: 5.0784 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0757 loss: 1.0757 2022/06/14 19:04:25 - mmengine - INFO - Epoch(train) [3][1900/3757] lr: 5.000e-03 eta: 4:48:43 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.6669 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0549 loss: 1.0549 2022/06/14 19:04:32 - mmengine - INFO - Epoch(train) [3][1920/3757] lr: 5.000e-03 eta: 4:48:35 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.1163 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1457 loss: 1.1457 2022/06/14 19:04:39 - mmengine - INFO - Epoch(train) [3][1940/3757] lr: 5.000e-03 eta: 4:48:27 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 6.4748 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9634 loss: 0.9634 2022/06/14 19:04:46 - mmengine - INFO - Epoch(train) [3][1960/3757] lr: 5.000e-03 eta: 4:48:19 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9657 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3985 loss: 1.3985 2022/06/14 19:04:54 - mmengine - INFO - Epoch(train) [3][1980/3757] lr: 5.000e-03 eta: 4:48:12 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.8066 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3213 loss: 1.3213 2022/06/14 19:05:01 - mmengine - INFO - Epoch(train) [3][2000/3757] lr: 5.000e-03 eta: 4:48:04 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.0148 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8473 loss: 0.8473 2022/06/14 19:05:08 - mmengine - INFO - Epoch(train) [3][2020/3757] lr: 5.000e-03 eta: 4:47:56 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7618 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9337 loss: 0.9337 2022/06/14 19:05:16 - mmengine - INFO - Epoch(train) [3][2040/3757] lr: 5.000e-03 eta: 4:47:48 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.7494 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2898 loss: 1.2898 2022/06/14 19:05:23 - mmengine - INFO - Epoch(train) [3][2060/3757] lr: 5.000e-03 eta: 4:47:41 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.3695 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3936 loss: 1.3936 2022/06/14 19:05:30 - mmengine - INFO - Epoch(train) [3][2080/3757] lr: 5.000e-03 eta: 4:47:34 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.6060 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2452 loss: 1.2452 2022/06/14 19:05:38 - mmengine - INFO - Epoch(train) [3][2100/3757] lr: 5.000e-03 eta: 4:47:27 time: 0.526 data_time: 0.015 memory: 33358 grad_norm: 4.6968 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1416 loss: 1.1416 2022/06/14 19:05:45 - mmengine - INFO - Epoch(train) [3][2120/3757] lr: 5.000e-03 eta: 4:47:19 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 4.1470 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8437 loss: 0.8437 2022/06/14 19:05:53 - mmengine - INFO - Epoch(train) [3][2140/3757] lr: 5.000e-03 eta: 4:47:12 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.2199 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9994 loss: 0.9994 2022/06/14 19:06:00 - mmengine - INFO - Epoch(train) [3][2160/3757] lr: 5.000e-03 eta: 4:47:04 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.2136 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0676 loss: 1.0676 2022/06/14 19:06:07 - mmengine - INFO - Epoch(train) [3][2180/3757] lr: 5.000e-03 eta: 4:46:56 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8736 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0766 loss: 1.0766 2022/06/14 19:06:15 - mmengine - INFO - Epoch(train) [3][2200/3757] lr: 5.000e-03 eta: 4:46:49 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.2491 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2774 loss: 1.2774 2022/06/14 19:06:22 - mmengine - INFO - Epoch(train) [3][2220/3757] lr: 5.000e-03 eta: 4:46:41 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.9186 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0592 loss: 1.0592 2022/06/14 19:06:29 - mmengine - INFO - Epoch(train) [3][2240/3757] lr: 5.000e-03 eta: 4:46:33 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 4.8224 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5453 loss: 1.5453 2022/06/14 19:06:37 - mmengine - INFO - Epoch(train) [3][2260/3757] lr: 5.000e-03 eta: 4:46:26 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.9587 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2500 loss: 1.2500 2022/06/14 19:06:44 - mmengine - INFO - Epoch(train) [3][2280/3757] lr: 5.000e-03 eta: 4:46:19 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.0185 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3740 loss: 1.3740 2022/06/14 19:06:51 - mmengine - INFO - Epoch(train) [3][2300/3757] lr: 5.000e-03 eta: 4:46:11 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.4799 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2117 loss: 1.2117 2022/06/14 19:06:59 - mmengine - INFO - Epoch(train) [3][2320/3757] lr: 5.000e-03 eta: 4:46:04 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.6128 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8027 loss: 0.8027 2022/06/14 19:07:06 - mmengine - INFO - Epoch(train) [3][2340/3757] lr: 5.000e-03 eta: 4:45:57 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.1022 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0384 loss: 1.0384 2022/06/14 19:07:14 - mmengine - INFO - Epoch(train) [3][2360/3757] lr: 5.000e-03 eta: 4:45:49 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.7111 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1759 loss: 1.1759 2022/06/14 19:07:21 - mmengine - INFO - Epoch(train) [3][2380/3757] lr: 5.000e-03 eta: 4:45:42 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.0779 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9093 loss: 0.9093 2022/06/14 19:07:28 - mmengine - INFO - Epoch(train) [3][2400/3757] lr: 5.000e-03 eta: 4:45:35 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.7499 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3967 loss: 1.3967 2022/06/14 19:07:36 - mmengine - INFO - Epoch(train) [3][2420/3757] lr: 5.000e-03 eta: 4:45:27 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0464 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1474 loss: 1.1474 2022/06/14 19:07:43 - mmengine - INFO - Epoch(train) [3][2440/3757] lr: 5.000e-03 eta: 4:45:20 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.3598 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1567 loss: 1.1567 2022/06/14 19:07:50 - mmengine - INFO - Epoch(train) [3][2460/3757] lr: 5.000e-03 eta: 4:45:12 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7891 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2213 loss: 1.2213 2022/06/14 19:07:58 - mmengine - INFO - Epoch(train) [3][2480/3757] lr: 5.000e-03 eta: 4:45:05 time: 0.439 data_time: 0.005 memory: 33358 grad_norm: 5.3878 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1159 loss: 1.1159 2022/06/14 19:08:00 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:08:05 - mmengine - INFO - Epoch(train) [3][2500/3757] lr: 5.000e-03 eta: 4:44:57 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 3.6690 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9337 loss: 0.9337 2022/06/14 19:08:12 - mmengine - INFO - Epoch(train) [3][2520/3757] lr: 5.000e-03 eta: 4:44:49 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.7801 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6847 loss: 0.6847 2022/06/14 19:08:20 - mmengine - INFO - Epoch(train) [3][2540/3757] lr: 5.000e-03 eta: 4:44:42 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.7185 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0391 loss: 1.0391 2022/06/14 19:08:27 - mmengine - INFO - Epoch(train) [3][2560/3757] lr: 5.000e-03 eta: 4:44:34 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 5.2675 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3012 loss: 1.3012 2022/06/14 19:08:34 - mmengine - INFO - Epoch(train) [3][2580/3757] lr: 5.000e-03 eta: 4:44:26 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.5668 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2051 loss: 1.2051 2022/06/14 19:08:42 - mmengine - INFO - Epoch(train) [3][2600/3757] lr: 5.000e-03 eta: 4:44:20 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.4386 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3959 loss: 1.3959 2022/06/14 19:08:49 - mmengine - INFO - Epoch(train) [3][2620/3757] lr: 5.000e-03 eta: 4:44:13 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.8543 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1431 loss: 1.1431 2022/06/14 19:08:57 - mmengine - INFO - Epoch(train) [3][2640/3757] lr: 5.000e-03 eta: 4:44:05 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 3.8943 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2327 loss: 1.2327 2022/06/14 19:09:04 - mmengine - INFO - Epoch(train) [3][2660/3757] lr: 5.000e-03 eta: 4:43:58 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.7758 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3240 loss: 1.3240 2022/06/14 19:09:12 - mmengine - INFO - Epoch(train) [3][2680/3757] lr: 5.000e-03 eta: 4:43:51 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.4409 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1836 loss: 1.1836 2022/06/14 19:09:19 - mmengine - INFO - Epoch(train) [3][2700/3757] lr: 5.000e-03 eta: 4:43:43 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 4.9993 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9237 loss: 0.9237 2022/06/14 19:09:26 - mmengine - INFO - Epoch(train) [3][2720/3757] lr: 5.000e-03 eta: 4:43:36 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1357 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2279 loss: 1.2279 2022/06/14 19:09:34 - mmengine - INFO - Epoch(train) [3][2740/3757] lr: 5.000e-03 eta: 4:43:28 time: 0.370 data_time: 0.005 memory: 33358 grad_norm: 5.0527 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9377 loss: 0.9377 2022/06/14 19:09:41 - mmengine - INFO - Epoch(train) [3][2760/3757] lr: 5.000e-03 eta: 4:43:21 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.4872 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1577 loss: 1.1577 2022/06/14 19:09:48 - mmengine - INFO - Epoch(train) [3][2780/3757] lr: 5.000e-03 eta: 4:43:14 time: 0.524 data_time: 0.166 memory: 33358 grad_norm: 4.5025 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9872 loss: 0.9872 2022/06/14 19:09:56 - mmengine - INFO - Epoch(train) [3][2800/3757] lr: 5.000e-03 eta: 4:43:06 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6685 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0291 loss: 1.0291 2022/06/14 19:10:03 - mmengine - INFO - Epoch(train) [3][2820/3757] lr: 5.000e-03 eta: 4:42:59 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 5.6419 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1392 loss: 1.1392 2022/06/14 19:10:11 - mmengine - INFO - Epoch(train) [3][2840/3757] lr: 5.000e-03 eta: 4:42:52 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.9919 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9616 loss: 0.9616 2022/06/14 19:10:18 - mmengine - INFO - Epoch(train) [3][2860/3757] lr: 5.000e-03 eta: 4:42:45 time: 0.515 data_time: 0.008 memory: 33358 grad_norm: 5.4763 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2415 loss: 1.2415 2022/06/14 19:10:25 - mmengine - INFO - Epoch(train) [3][2880/3757] lr: 5.000e-03 eta: 4:42:37 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.6987 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2451 loss: 1.2451 2022/06/14 19:10:33 - mmengine - INFO - Epoch(train) [3][2900/3757] lr: 5.000e-03 eta: 4:42:30 time: 0.361 data_time: 0.013 memory: 33358 grad_norm: 5.7352 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1066 loss: 1.1066 2022/06/14 19:10:40 - mmengine - INFO - Epoch(train) [3][2920/3757] lr: 5.000e-03 eta: 4:42:23 time: 0.362 data_time: 0.007 memory: 33358 grad_norm: 4.2899 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3790 loss: 1.3790 2022/06/14 19:10:48 - mmengine - INFO - Epoch(train) [3][2940/3757] lr: 5.000e-03 eta: 4:42:15 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.5041 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9539 loss: 0.9539 2022/06/14 19:10:55 - mmengine - INFO - Epoch(train) [3][2960/3757] lr: 5.000e-03 eta: 4:42:08 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9278 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2773 loss: 1.2773 2022/06/14 19:11:02 - mmengine - INFO - Epoch(train) [3][2980/3757] lr: 5.000e-03 eta: 4:42:00 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.7677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4629 loss: 1.4629 2022/06/14 19:11:10 - mmengine - INFO - Epoch(train) [3][3000/3757] lr: 5.000e-03 eta: 4:41:53 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.8252 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5407 loss: 1.5407 2022/06/14 19:11:17 - mmengine - INFO - Epoch(train) [3][3020/3757] lr: 5.000e-03 eta: 4:41:45 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.1163 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8458 loss: 0.8458 2022/06/14 19:11:24 - mmengine - INFO - Epoch(train) [3][3040/3757] lr: 5.000e-03 eta: 4:41:38 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.0020 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4207 loss: 1.4207 2022/06/14 19:11:32 - mmengine - INFO - Epoch(train) [3][3060/3757] lr: 5.000e-03 eta: 4:41:31 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.5026 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0208 loss: 1.0208 2022/06/14 19:11:39 - mmengine - INFO - Epoch(train) [3][3080/3757] lr: 5.000e-03 eta: 4:41:24 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.0039 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3272 loss: 1.3272 2022/06/14 19:11:47 - mmengine - INFO - Epoch(train) [3][3100/3757] lr: 5.000e-03 eta: 4:41:16 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.4377 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8643 loss: 0.8643 2022/06/14 19:11:54 - mmengine - INFO - Epoch(train) [3][3120/3757] lr: 5.000e-03 eta: 4:41:09 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.3128 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7420 loss: 0.7420 2022/06/14 19:12:01 - mmengine - INFO - Epoch(train) [3][3140/3757] lr: 5.000e-03 eta: 4:41:02 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 5.1555 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3081 loss: 1.3081 2022/06/14 19:12:09 - mmengine - INFO - Epoch(train) [3][3160/3757] lr: 5.000e-03 eta: 4:40:55 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8027 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9054 loss: 0.9054 2022/06/14 19:12:16 - mmengine - INFO - Epoch(train) [3][3180/3757] lr: 5.000e-03 eta: 4:40:47 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.4574 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0547 loss: 1.0547 2022/06/14 19:12:24 - mmengine - INFO - Epoch(train) [3][3200/3757] lr: 5.000e-03 eta: 4:40:39 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.3469 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9348 loss: 0.9348 2022/06/14 19:12:31 - mmengine - INFO - Epoch(train) [3][3220/3757] lr: 5.000e-03 eta: 4:40:32 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.6979 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2825 loss: 1.2825 2022/06/14 19:12:38 - mmengine - INFO - Epoch(train) [3][3240/3757] lr: 5.000e-03 eta: 4:40:24 time: 0.408 data_time: 0.006 memory: 33358 grad_norm: 4.3277 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2911 loss: 1.2911 2022/06/14 19:12:46 - mmengine - INFO - Epoch(train) [3][3260/3757] lr: 5.000e-03 eta: 4:40:17 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 4.3007 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0339 loss: 1.0339 2022/06/14 19:12:53 - mmengine - INFO - Epoch(train) [3][3280/3757] lr: 5.000e-03 eta: 4:40:09 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.4273 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2313 loss: 1.2313 2022/06/14 19:13:00 - mmengine - INFO - Epoch(train) [3][3300/3757] lr: 5.000e-03 eta: 4:40:01 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.8497 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8668 loss: 0.8668 2022/06/14 19:13:07 - mmengine - INFO - Epoch(train) [3][3320/3757] lr: 5.000e-03 eta: 4:39:54 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 4.2248 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3160 loss: 1.3160 2022/06/14 19:13:15 - mmengine - INFO - Epoch(train) [3][3340/3757] lr: 5.000e-03 eta: 4:39:46 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.2568 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9546 loss: 0.9546 2022/06/14 19:13:22 - mmengine - INFO - Epoch(train) [3][3360/3757] lr: 5.000e-03 eta: 4:39:39 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.5415 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9689 loss: 0.9689 2022/06/14 19:13:30 - mmengine - INFO - Epoch(train) [3][3380/3757] lr: 5.000e-03 eta: 4:39:31 time: 0.370 data_time: 0.009 memory: 33358 grad_norm: 4.4737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1247 loss: 1.1247 2022/06/14 19:13:37 - mmengine - INFO - Epoch(train) [3][3400/3757] lr: 5.000e-03 eta: 4:39:23 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 6.1051 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1632 loss: 1.1632 2022/06/14 19:13:44 - mmengine - INFO - Epoch(train) [3][3420/3757] lr: 5.000e-03 eta: 4:39:16 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 6.7601 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9774 loss: 0.9774 2022/06/14 19:13:51 - mmengine - INFO - Epoch(train) [3][3440/3757] lr: 5.000e-03 eta: 4:39:08 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8481 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0952 loss: 1.0952 2022/06/14 19:13:59 - mmengine - INFO - Epoch(train) [3][3460/3757] lr: 5.000e-03 eta: 4:39:01 time: 0.384 data_time: 0.019 memory: 33358 grad_norm: 5.4897 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9168 loss: 0.9168 2022/06/14 19:14:06 - mmengine - INFO - Epoch(train) [3][3480/3757] lr: 5.000e-03 eta: 4:38:53 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0893 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9513 loss: 0.9513 2022/06/14 19:14:08 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:14:13 - mmengine - INFO - Epoch(train) [3][3500/3757] lr: 5.000e-03 eta: 4:38:45 time: 0.366 data_time: 0.007 memory: 33358 grad_norm: 5.1097 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4725 loss: 1.4725 2022/06/14 19:14:21 - mmengine - INFO - Epoch(train) [3][3520/3757] lr: 5.000e-03 eta: 4:38:38 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.6419 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1089 loss: 1.1089 2022/06/14 19:14:28 - mmengine - INFO - Epoch(train) [3][3540/3757] lr: 5.000e-03 eta: 4:38:31 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7211 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1727 loss: 1.1727 2022/06/14 19:14:36 - mmengine - INFO - Epoch(train) [3][3560/3757] lr: 5.000e-03 eta: 4:38:23 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9948 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4243 loss: 1.4243 2022/06/14 19:14:43 - mmengine - INFO - Epoch(train) [3][3580/3757] lr: 5.000e-03 eta: 4:38:17 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.0765 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1397 loss: 1.1397 2022/06/14 19:14:51 - mmengine - INFO - Epoch(train) [3][3600/3757] lr: 5.000e-03 eta: 4:38:09 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.3092 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1295 loss: 1.1295 2022/06/14 19:14:58 - mmengine - INFO - Epoch(train) [3][3620/3757] lr: 5.000e-03 eta: 4:38:02 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7013 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0754 loss: 1.0754 2022/06/14 19:15:05 - mmengine - INFO - Epoch(train) [3][3640/3757] lr: 5.000e-03 eta: 4:37:55 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.0465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4664 loss: 1.4664 2022/06/14 19:15:13 - mmengine - INFO - Epoch(train) [3][3660/3757] lr: 5.000e-03 eta: 4:37:47 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9404 loss: 0.9404 2022/06/14 19:15:20 - mmengine - INFO - Epoch(train) [3][3680/3757] lr: 5.000e-03 eta: 4:37:41 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.8643 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3942 loss: 1.3942 2022/06/14 19:15:28 - mmengine - INFO - Epoch(train) [3][3700/3757] lr: 5.000e-03 eta: 4:37:33 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.1676 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3303 loss: 1.3303 2022/06/14 19:15:35 - mmengine - INFO - Epoch(train) [3][3720/3757] lr: 5.000e-03 eta: 4:37:25 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.5492 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1817 loss: 1.1817 2022/06/14 19:15:42 - mmengine - INFO - Epoch(train) [3][3740/3757] lr: 5.000e-03 eta: 4:37:18 time: 0.356 data_time: 0.005 memory: 33358 grad_norm: 5.5570 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3450 loss: 1.3450 2022/06/14 19:15:48 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:15:57 - mmengine - INFO - Epoch(val) [3][20/310] eta: 0:01:39 time: 0.136 data_time: 0.016 memory: 33358 2022/06/14 19:16:02 - mmengine - INFO - Epoch(val) [3][40/310] eta: 0:01:34 time: 0.123 data_time: 0.002 memory: 3465 2022/06/14 19:16:07 - mmengine - INFO - Epoch(val) [3][60/310] eta: 0:00:30 time: 0.132 data_time: 0.006 memory: 3465 2022/06/14 19:16:11 - mmengine - INFO - Epoch(val) [3][80/310] eta: 0:00:28 time: 0.125 data_time: 0.005 memory: 3465 2022/06/14 19:16:18 - mmengine - INFO - Epoch(val) [3][100/310] eta: 0:01:08 time: 0.196 data_time: 0.079 memory: 3465 2022/06/14 19:16:23 - mmengine - INFO - Epoch(val) [3][120/310] eta: 0:01:08 time: 0.134 data_time: 0.016 memory: 3465 2022/06/14 19:16:28 - mmengine - INFO - Epoch(val) [3][140/310] eta: 0:00:25 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 19:16:32 - mmengine - INFO - Epoch(val) [3][160/310] eta: 0:00:18 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 19:16:39 - mmengine - INFO - Epoch(val) [3][180/310] eta: 0:00:43 time: 0.121 data_time: 0.006 memory: 3465 2022/06/14 19:16:44 - mmengine - INFO - Epoch(val) [3][200/310] eta: 0:00:35 time: 0.129 data_time: 0.003 memory: 3465 2022/06/14 19:16:49 - mmengine - INFO - Epoch(val) [3][220/310] eta: 0:00:15 time: 0.132 data_time: 0.002 memory: 3465 2022/06/14 19:16:53 - mmengine - INFO - Epoch(val) [3][240/310] eta: 0:00:08 time: 0.124 data_time: 0.002 memory: 3465 2022/06/14 19:17:01 - mmengine - INFO - Epoch(val) [3][260/310] eta: 0:00:18 time: 0.129 data_time: 0.001 memory: 3465 2022/06/14 19:17:06 - mmengine - INFO - Epoch(val) [3][280/310] eta: 0:00:11 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 19:17:10 - mmengine - INFO - Epoch(val) [3][300/310] eta: 0:00:01 time: 0.116 data_time: 0.001 memory: 3465 2022/06/14 19:17:12 - mmengine - INFO - Epoch(val) [3][310/310] acc/top1: 0.7152 acc/top5: 0.9064 acc/mean1: 0.7150 2022/06/14 19:17:24 - mmengine - INFO - Epoch(train) [4][20/3757] lr: 5.000e-03 eta: 4:37:12 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.7512 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1648 loss: 1.1648 2022/06/14 19:17:32 - mmengine - INFO - Epoch(train) [4][40/3757] lr: 5.000e-03 eta: 4:37:05 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.9497 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4406 loss: 1.4406 2022/06/14 19:17:39 - mmengine - INFO - Epoch(train) [4][60/3757] lr: 5.000e-03 eta: 4:36:57 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.5768 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9900 loss: 0.9900 2022/06/14 19:17:46 - mmengine - INFO - Epoch(train) [4][80/3757] lr: 5.000e-03 eta: 4:36:49 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.3619 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.0260 loss: 1.0260 2022/06/14 19:17:54 - mmengine - INFO - Epoch(train) [4][100/3757] lr: 5.000e-03 eta: 4:36:42 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.7346 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8514 loss: 0.8514 2022/06/14 19:18:01 - mmengine - INFO - Epoch(train) [4][120/3757] lr: 5.000e-03 eta: 4:36:34 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8401 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9024 loss: 0.9024 2022/06/14 19:18:08 - mmengine - INFO - Epoch(train) [4][140/3757] lr: 5.000e-03 eta: 4:36:27 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9726 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9872 loss: 0.9872 2022/06/14 19:18:16 - mmengine - INFO - Epoch(train) [4][160/3757] lr: 5.000e-03 eta: 4:36:19 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1888 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8796 loss: 0.8796 2022/06/14 19:18:23 - mmengine - INFO - Epoch(train) [4][180/3757] lr: 5.000e-03 eta: 4:36:11 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2770 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9624 loss: 0.9624 2022/06/14 19:18:30 - mmengine - INFO - Epoch(train) [4][200/3757] lr: 5.000e-03 eta: 4:36:04 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 4.3178 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6548 loss: 0.6548 2022/06/14 19:18:38 - mmengine - INFO - Epoch(train) [4][220/3757] lr: 5.000e-03 eta: 4:35:56 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.0578 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0642 loss: 1.0642 2022/06/14 19:18:45 - mmengine - INFO - Epoch(train) [4][240/3757] lr: 5.000e-03 eta: 4:35:49 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.9581 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8708 loss: 0.8708 2022/06/14 19:18:52 - mmengine - INFO - Epoch(train) [4][260/3757] lr: 5.000e-03 eta: 4:35:42 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7909 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2436 loss: 1.2436 2022/06/14 19:19:00 - mmengine - INFO - Epoch(train) [4][280/3757] lr: 5.000e-03 eta: 4:35:34 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7284 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0562 loss: 1.0562 2022/06/14 19:19:07 - mmengine - INFO - Epoch(train) [4][300/3757] lr: 5.000e-03 eta: 4:35:26 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1910 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1195 loss: 1.1195 2022/06/14 19:19:14 - mmengine - INFO - Epoch(train) [4][320/3757] lr: 5.000e-03 eta: 4:35:19 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9898 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9121 loss: 0.9121 2022/06/14 19:19:22 - mmengine - INFO - Epoch(train) [4][340/3757] lr: 5.000e-03 eta: 4:35:11 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9552 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2271 loss: 1.2271 2022/06/14 19:19:29 - mmengine - INFO - Epoch(train) [4][360/3757] lr: 5.000e-03 eta: 4:35:03 time: 0.386 data_time: 0.006 memory: 33358 grad_norm: 3.9679 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9093 loss: 0.9093 2022/06/14 19:19:36 - mmengine - INFO - Epoch(train) [4][380/3757] lr: 5.000e-03 eta: 4:34:56 time: 0.357 data_time: 0.005 memory: 33358 grad_norm: 4.5434 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0175 loss: 1.0175 2022/06/14 19:19:44 - mmengine - INFO - Epoch(train) [4][400/3757] lr: 5.000e-03 eta: 4:34:48 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.5403 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1265 loss: 1.1265 2022/06/14 19:19:51 - mmengine - INFO - Epoch(train) [4][420/3757] lr: 5.000e-03 eta: 4:34:41 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7888 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0095 loss: 1.0095 2022/06/14 19:19:58 - mmengine - INFO - Epoch(train) [4][440/3757] lr: 5.000e-03 eta: 4:34:33 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.2648 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0583 loss: 1.0583 2022/06/14 19:20:06 - mmengine - INFO - Epoch(train) [4][460/3757] lr: 5.000e-03 eta: 4:34:25 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.2974 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9896 loss: 0.9896 2022/06/14 19:20:13 - mmengine - INFO - Epoch(train) [4][480/3757] lr: 5.000e-03 eta: 4:34:18 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.9252 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0107 loss: 1.0107 2022/06/14 19:20:20 - mmengine - INFO - Epoch(train) [4][500/3757] lr: 5.000e-03 eta: 4:34:10 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.4404 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1597 loss: 1.1597 2022/06/14 19:20:27 - mmengine - INFO - Epoch(train) [4][520/3757] lr: 5.000e-03 eta: 4:34:02 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.8587 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.2453 loss: 1.2453 2022/06/14 19:20:35 - mmengine - INFO - Epoch(train) [4][540/3757] lr: 5.000e-03 eta: 4:33:55 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.4266 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0698 loss: 1.0698 2022/06/14 19:20:42 - mmengine - INFO - Epoch(train) [4][560/3757] lr: 5.000e-03 eta: 4:33:47 time: 0.365 data_time: 0.015 memory: 33358 grad_norm: 4.9539 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8769 loss: 0.8769 2022/06/14 19:20:50 - mmengine - INFO - Epoch(train) [4][580/3757] lr: 5.000e-03 eta: 4:33:40 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.9202 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2224 loss: 1.2224 2022/06/14 19:20:57 - mmengine - INFO - Epoch(train) [4][600/3757] lr: 5.000e-03 eta: 4:33:32 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 5.4835 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9760 loss: 0.9760 2022/06/14 19:21:04 - mmengine - INFO - Epoch(train) [4][620/3757] lr: 5.000e-03 eta: 4:33:25 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9507 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0883 loss: 1.0883 2022/06/14 19:21:11 - mmengine - INFO - Epoch(train) [4][640/3757] lr: 5.000e-03 eta: 4:33:17 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.1456 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8283 loss: 0.8283 2022/06/14 19:21:19 - mmengine - INFO - Epoch(train) [4][660/3757] lr: 5.000e-03 eta: 4:33:09 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.3497 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0071 loss: 1.0071 2022/06/14 19:21:26 - mmengine - INFO - Epoch(train) [4][680/3757] lr: 5.000e-03 eta: 4:33:01 time: 0.365 data_time: 0.021 memory: 33358 grad_norm: 4.4851 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0194 loss: 1.0194 2022/06/14 19:21:33 - mmengine - INFO - Epoch(train) [4][700/3757] lr: 5.000e-03 eta: 4:32:54 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.6670 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2325 loss: 1.2325 2022/06/14 19:21:41 - mmengine - INFO - Epoch(train) [4][720/3757] lr: 5.000e-03 eta: 4:32:47 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.7602 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8365 loss: 0.8365 2022/06/14 19:21:44 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:21:48 - mmengine - INFO - Epoch(train) [4][740/3757] lr: 5.000e-03 eta: 4:32:39 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.2868 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2876 loss: 1.2876 2022/06/14 19:21:55 - mmengine - INFO - Epoch(train) [4][760/3757] lr: 5.000e-03 eta: 4:32:31 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.2520 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9645 loss: 0.9645 2022/06/14 19:22:03 - mmengine - INFO - Epoch(train) [4][780/3757] lr: 5.000e-03 eta: 4:32:23 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3070 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3325 loss: 1.3325 2022/06/14 19:22:10 - mmengine - INFO - Epoch(train) [4][800/3757] lr: 5.000e-03 eta: 4:32:16 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.1451 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9884 loss: 0.9884 2022/06/14 19:22:17 - mmengine - INFO - Epoch(train) [4][820/3757] lr: 5.000e-03 eta: 4:32:08 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.7281 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8465 loss: 0.8465 2022/06/14 19:22:25 - mmengine - INFO - Epoch(train) [4][840/3757] lr: 5.000e-03 eta: 4:32:01 time: 0.359 data_time: 0.020 memory: 33358 grad_norm: 5.3908 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7709 loss: 0.7709 2022/06/14 19:22:32 - mmengine - INFO - Epoch(train) [4][860/3757] lr: 5.000e-03 eta: 4:31:54 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5180 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9757 loss: 0.9757 2022/06/14 19:22:39 - mmengine - INFO - Epoch(train) [4][880/3757] lr: 5.000e-03 eta: 4:31:46 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1004 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1746 loss: 1.1746 2022/06/14 19:22:47 - mmengine - INFO - Epoch(train) [4][900/3757] lr: 5.000e-03 eta: 4:31:38 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 4.8915 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4250 loss: 1.4250 2022/06/14 19:22:54 - mmengine - INFO - Epoch(train) [4][920/3757] lr: 5.000e-03 eta: 4:31:31 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.4528 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0160 loss: 1.0160 2022/06/14 19:23:01 - mmengine - INFO - Epoch(train) [4][940/3757] lr: 5.000e-03 eta: 4:31:23 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.6292 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1498 loss: 1.1498 2022/06/14 19:23:09 - mmengine - INFO - Epoch(train) [4][960/3757] lr: 5.000e-03 eta: 4:31:15 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.4011 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1647 loss: 1.1647 2022/06/14 19:23:16 - mmengine - INFO - Epoch(train) [4][980/3757] lr: 5.000e-03 eta: 4:31:08 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 4.3776 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.0646 loss: 1.0646 2022/06/14 19:23:23 - mmengine - INFO - Epoch(train) [4][1000/3757] lr: 5.000e-03 eta: 4:31:00 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7708 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8710 loss: 0.8710 2022/06/14 19:23:31 - mmengine - INFO - Epoch(train) [4][1020/3757] lr: 5.000e-03 eta: 4:30:53 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.2811 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9165 loss: 0.9165 2022/06/14 19:23:38 - mmengine - INFO - Epoch(train) [4][1040/3757] lr: 5.000e-03 eta: 4:30:46 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8988 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1235 loss: 1.1235 2022/06/14 19:23:45 - mmengine - INFO - Epoch(train) [4][1060/3757] lr: 5.000e-03 eta: 4:30:38 time: 0.367 data_time: 0.009 memory: 33358 grad_norm: 4.5077 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0106 loss: 1.0106 2022/06/14 19:23:53 - mmengine - INFO - Epoch(train) [4][1080/3757] lr: 5.000e-03 eta: 4:30:31 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.8861 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1712 loss: 1.1712 2022/06/14 19:24:00 - mmengine - INFO - Epoch(train) [4][1100/3757] lr: 5.000e-03 eta: 4:30:23 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.5326 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0017 loss: 1.0017 2022/06/14 19:24:07 - mmengine - INFO - Epoch(train) [4][1120/3757] lr: 5.000e-03 eta: 4:30:15 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.5902 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7282 loss: 0.7282 2022/06/14 19:24:15 - mmengine - INFO - Epoch(train) [4][1140/3757] lr: 5.000e-03 eta: 4:30:08 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5706 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9561 loss: 0.9561 2022/06/14 19:24:22 - mmengine - INFO - Epoch(train) [4][1160/3757] lr: 5.000e-03 eta: 4:30:00 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.3363 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3393 loss: 1.3393 2022/06/14 19:24:29 - mmengine - INFO - Epoch(train) [4][1180/3757] lr: 5.000e-03 eta: 4:29:53 time: 0.451 data_time: 0.005 memory: 33358 grad_norm: 4.5200 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5285 loss: 1.5285 2022/06/14 19:24:37 - mmengine - INFO - Epoch(train) [4][1200/3757] lr: 5.000e-03 eta: 4:29:46 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.8272 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1513 loss: 1.1513 2022/06/14 19:24:44 - mmengine - INFO - Epoch(train) [4][1220/3757] lr: 5.000e-03 eta: 4:29:38 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.7018 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0591 loss: 1.0591 2022/06/14 19:24:52 - mmengine - INFO - Epoch(train) [4][1240/3757] lr: 5.000e-03 eta: 4:29:31 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 4.8631 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9810 loss: 0.9810 2022/06/14 19:24:59 - mmengine - INFO - Epoch(train) [4][1260/3757] lr: 5.000e-03 eta: 4:29:23 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.2565 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9202 loss: 0.9202 2022/06/14 19:25:06 - mmengine - INFO - Epoch(train) [4][1280/3757] lr: 5.000e-03 eta: 4:29:16 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 5.4189 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9602 loss: 0.9602 2022/06/14 19:25:14 - mmengine - INFO - Epoch(train) [4][1300/3757] lr: 5.000e-03 eta: 4:29:08 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 6.0161 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7624 loss: 0.7624 2022/06/14 19:25:21 - mmengine - INFO - Epoch(train) [4][1320/3757] lr: 5.000e-03 eta: 4:29:01 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.5716 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1955 loss: 1.1955 2022/06/14 19:25:28 - mmengine - INFO - Epoch(train) [4][1340/3757] lr: 5.000e-03 eta: 4:28:53 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.6589 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2044 loss: 1.2044 2022/06/14 19:25:36 - mmengine - INFO - Epoch(train) [4][1360/3757] lr: 5.000e-03 eta: 4:28:46 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.7618 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3346 loss: 1.3346 2022/06/14 19:25:43 - mmengine - INFO - Epoch(train) [4][1380/3757] lr: 5.000e-03 eta: 4:28:39 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8020 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0580 loss: 1.0580 2022/06/14 19:25:50 - mmengine - INFO - Epoch(train) [4][1400/3757] lr: 5.000e-03 eta: 4:28:31 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7014 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9224 loss: 0.9224 2022/06/14 19:25:58 - mmengine - INFO - Epoch(train) [4][1420/3757] lr: 5.000e-03 eta: 4:28:23 time: 0.368 data_time: 0.002 memory: 33358 grad_norm: 4.8938 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8628 loss: 0.8628 2022/06/14 19:26:05 - mmengine - INFO - Epoch(train) [4][1440/3757] lr: 5.000e-03 eta: 4:28:16 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.6780 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9873 loss: 0.9873 2022/06/14 19:26:12 - mmengine - INFO - Epoch(train) [4][1460/3757] lr: 5.000e-03 eta: 4:28:09 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.2803 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1978 loss: 1.1978 2022/06/14 19:26:20 - mmengine - INFO - Epoch(train) [4][1480/3757] lr: 5.000e-03 eta: 4:28:01 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.1973 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1432 loss: 1.1432 2022/06/14 19:26:27 - mmengine - INFO - Epoch(train) [4][1500/3757] lr: 5.000e-03 eta: 4:27:54 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4924 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1058 loss: 1.1058 2022/06/14 19:26:35 - mmengine - INFO - Epoch(train) [4][1520/3757] lr: 5.000e-03 eta: 4:27:47 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.6143 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9057 loss: 0.9057 2022/06/14 19:26:42 - mmengine - INFO - Epoch(train) [4][1540/3757] lr: 5.000e-03 eta: 4:27:40 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.3843 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9741 loss: 0.9741 2022/06/14 19:26:49 - mmengine - INFO - Epoch(train) [4][1560/3757] lr: 5.000e-03 eta: 4:27:32 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 5.4318 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9179 loss: 0.9179 2022/06/14 19:26:57 - mmengine - INFO - Epoch(train) [4][1580/3757] lr: 5.000e-03 eta: 4:27:25 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.2297 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0101 loss: 1.0101 2022/06/14 19:27:04 - mmengine - INFO - Epoch(train) [4][1600/3757] lr: 5.000e-03 eta: 4:27:17 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 4.9558 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0645 loss: 1.0645 2022/06/14 19:27:11 - mmengine - INFO - Epoch(train) [4][1620/3757] lr: 5.000e-03 eta: 4:27:10 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.1585 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8882 loss: 0.8882 2022/06/14 19:27:19 - mmengine - INFO - Epoch(train) [4][1640/3757] lr: 5.000e-03 eta: 4:27:02 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.0303 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1330 loss: 1.1330 2022/06/14 19:27:26 - mmengine - INFO - Epoch(train) [4][1660/3757] lr: 5.000e-03 eta: 4:26:54 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.7011 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1610 loss: 1.1610 2022/06/14 19:27:33 - mmengine - INFO - Epoch(train) [4][1680/3757] lr: 5.000e-03 eta: 4:26:47 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.5164 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3419 loss: 1.3419 2022/06/14 19:27:41 - mmengine - INFO - Epoch(train) [4][1700/3757] lr: 5.000e-03 eta: 4:26:39 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.6535 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1231 loss: 1.1231 2022/06/14 19:27:48 - mmengine - INFO - Epoch(train) [4][1720/3757] lr: 5.000e-03 eta: 4:26:31 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.7119 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9626 loss: 0.9626 2022/06/14 19:27:51 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:27:55 - mmengine - INFO - Epoch(train) [4][1740/3757] lr: 5.000e-03 eta: 4:26:24 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.6970 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6886 loss: 0.6886 2022/06/14 19:28:03 - mmengine - INFO - Epoch(train) [4][1760/3757] lr: 5.000e-03 eta: 4:26:16 time: 0.357 data_time: 0.006 memory: 33358 grad_norm: 4.5362 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0308 loss: 1.0308 2022/06/14 19:28:10 - mmengine - INFO - Epoch(train) [4][1780/3757] lr: 5.000e-03 eta: 4:26:09 time: 0.388 data_time: 0.004 memory: 33358 grad_norm: 4.3465 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1362 loss: 1.1362 2022/06/14 19:28:17 - mmengine - INFO - Epoch(train) [4][1800/3757] lr: 5.000e-03 eta: 4:26:02 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.5643 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9514 loss: 0.9514 2022/06/14 19:28:25 - mmengine - INFO - Epoch(train) [4][1820/3757] lr: 5.000e-03 eta: 4:25:54 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.9072 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8572 loss: 0.8572 2022/06/14 19:28:32 - mmengine - INFO - Epoch(train) [4][1840/3757] lr: 5.000e-03 eta: 4:25:47 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.6379 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9829 loss: 0.9829 2022/06/14 19:28:39 - mmengine - INFO - Epoch(train) [4][1860/3757] lr: 5.000e-03 eta: 4:25:39 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 6.7864 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.2424 loss: 1.2424 2022/06/14 19:28:47 - mmengine - INFO - Epoch(train) [4][1880/3757] lr: 5.000e-03 eta: 4:25:32 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.7027 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9268 loss: 0.9268 2022/06/14 19:28:54 - mmengine - INFO - Epoch(train) [4][1900/3757] lr: 5.000e-03 eta: 4:25:24 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.5928 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0871 loss: 1.0871 2022/06/14 19:29:02 - mmengine - INFO - Epoch(train) [4][1920/3757] lr: 5.000e-03 eta: 4:25:17 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.7085 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9256 loss: 0.9256 2022/06/14 19:29:09 - mmengine - INFO - Epoch(train) [4][1940/3757] lr: 5.000e-03 eta: 4:25:10 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 5.0591 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2363 loss: 1.2363 2022/06/14 19:29:16 - mmengine - INFO - Epoch(train) [4][1960/3757] lr: 5.000e-03 eta: 4:25:03 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8997 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1669 loss: 1.1669 2022/06/14 19:29:24 - mmengine - INFO - Epoch(train) [4][1980/3757] lr: 5.000e-03 eta: 4:24:55 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.6844 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9345 loss: 0.9345 2022/06/14 19:29:31 - mmengine - INFO - Epoch(train) [4][2000/3757] lr: 5.000e-03 eta: 4:24:48 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.5449 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9456 loss: 0.9456 2022/06/14 19:29:38 - mmengine - INFO - Epoch(train) [4][2020/3757] lr: 5.000e-03 eta: 4:24:40 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 4.8390 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9474 loss: 0.9474 2022/06/14 19:29:46 - mmengine - INFO - Epoch(train) [4][2040/3757] lr: 5.000e-03 eta: 4:24:33 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.3436 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2083 loss: 1.2083 2022/06/14 19:29:53 - mmengine - INFO - Epoch(train) [4][2060/3757] lr: 5.000e-03 eta: 4:24:25 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.8610 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9900 loss: 0.9900 2022/06/14 19:30:00 - mmengine - INFO - Epoch(train) [4][2080/3757] lr: 5.000e-03 eta: 4:24:18 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 6.2885 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0560 loss: 1.0560 2022/06/14 19:30:08 - mmengine - INFO - Epoch(train) [4][2100/3757] lr: 5.000e-03 eta: 4:24:10 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8766 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1994 loss: 1.1994 2022/06/14 19:30:15 - mmengine - INFO - Epoch(train) [4][2120/3757] lr: 5.000e-03 eta: 4:24:03 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.7760 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0296 loss: 1.0296 2022/06/14 19:30:22 - mmengine - INFO - Epoch(train) [4][2140/3757] lr: 5.000e-03 eta: 4:23:55 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.5008 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9362 loss: 0.9362 2022/06/14 19:30:30 - mmengine - INFO - Epoch(train) [4][2160/3757] lr: 5.000e-03 eta: 4:23:48 time: 0.404 data_time: 0.014 memory: 33358 grad_norm: 5.2286 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0832 loss: 1.0832 2022/06/14 19:30:37 - mmengine - INFO - Epoch(train) [4][2180/3757] lr: 5.000e-03 eta: 4:23:41 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.4553 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8711 loss: 0.8711 2022/06/14 19:30:45 - mmengine - INFO - Epoch(train) [4][2200/3757] lr: 5.000e-03 eta: 4:23:33 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 3.7612 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8900 loss: 0.8900 2022/06/14 19:30:52 - mmengine - INFO - Epoch(train) [4][2220/3757] lr: 5.000e-03 eta: 4:23:26 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8374 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1092 loss: 1.1092 2022/06/14 19:30:59 - mmengine - INFO - Epoch(train) [4][2240/3757] lr: 5.000e-03 eta: 4:23:18 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 5.7453 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6387 loss: 1.6387 2022/06/14 19:31:07 - mmengine - INFO - Epoch(train) [4][2260/3757] lr: 5.000e-03 eta: 4:23:11 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.5233 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9483 loss: 0.9483 2022/06/14 19:31:14 - mmengine - INFO - Epoch(train) [4][2280/3757] lr: 5.000e-03 eta: 4:23:03 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 6.2551 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4307 loss: 1.4307 2022/06/14 19:31:21 - mmengine - INFO - Epoch(train) [4][2300/3757] lr: 5.000e-03 eta: 4:22:56 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.3863 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1414 loss: 1.1414 2022/06/14 19:31:29 - mmengine - INFO - Epoch(train) [4][2320/3757] lr: 5.000e-03 eta: 4:22:48 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.0418 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0754 loss: 1.0754 2022/06/14 19:31:36 - mmengine - INFO - Epoch(train) [4][2340/3757] lr: 5.000e-03 eta: 4:22:41 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.8620 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9548 loss: 0.9548 2022/06/14 19:31:43 - mmengine - INFO - Epoch(train) [4][2360/3757] lr: 5.000e-03 eta: 4:22:33 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.8327 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8994 loss: 0.8994 2022/06/14 19:31:51 - mmengine - INFO - Epoch(train) [4][2380/3757] lr: 5.000e-03 eta: 4:22:26 time: 0.382 data_time: 0.033 memory: 33358 grad_norm: 4.5630 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7710 loss: 0.7710 2022/06/14 19:31:58 - mmengine - INFO - Epoch(train) [4][2400/3757] lr: 5.000e-03 eta: 4:22:18 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4865 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0182 loss: 1.0182 2022/06/14 19:32:05 - mmengine - INFO - Epoch(train) [4][2420/3757] lr: 5.000e-03 eta: 4:22:10 time: 0.370 data_time: 0.008 memory: 33358 grad_norm: 4.6052 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9872 loss: 0.9872 2022/06/14 19:32:12 - mmengine - INFO - Epoch(train) [4][2440/3757] lr: 5.000e-03 eta: 4:22:03 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8963 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1188 loss: 1.1188 2022/06/14 19:32:20 - mmengine - INFO - Epoch(train) [4][2460/3757] lr: 5.000e-03 eta: 4:21:55 time: 0.368 data_time: 0.002 memory: 33358 grad_norm: 4.6853 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8622 loss: 0.8622 2022/06/14 19:32:27 - mmengine - INFO - Epoch(train) [4][2480/3757] lr: 5.000e-03 eta: 4:21:48 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 4.5272 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8431 loss: 0.8431 2022/06/14 19:32:35 - mmengine - INFO - Epoch(train) [4][2500/3757] lr: 5.000e-03 eta: 4:21:41 time: 0.362 data_time: 0.009 memory: 33358 grad_norm: 4.2145 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9105 loss: 0.9105 2022/06/14 19:32:42 - mmengine - INFO - Epoch(train) [4][2520/3757] lr: 5.000e-03 eta: 4:21:33 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.2639 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0849 loss: 1.0849 2022/06/14 19:32:49 - mmengine - INFO - Epoch(train) [4][2540/3757] lr: 5.000e-03 eta: 4:21:26 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3816 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2571 loss: 1.2571 2022/06/14 19:32:57 - mmengine - INFO - Epoch(train) [4][2560/3757] lr: 5.000e-03 eta: 4:21:19 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.4895 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8839 loss: 0.8839 2022/06/14 19:33:04 - mmengine - INFO - Epoch(train) [4][2580/3757] lr: 5.000e-03 eta: 4:21:12 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.4317 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1658 loss: 1.1658 2022/06/14 19:33:12 - mmengine - INFO - Epoch(train) [4][2600/3757] lr: 5.000e-03 eta: 4:21:04 time: 0.364 data_time: 0.022 memory: 33358 grad_norm: 5.4389 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1233 loss: 1.1233 2022/06/14 19:33:19 - mmengine - INFO - Epoch(train) [4][2620/3757] lr: 5.000e-03 eta: 4:20:56 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0600 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.4001 loss: 1.4001 2022/06/14 19:33:26 - mmengine - INFO - Epoch(train) [4][2640/3757] lr: 5.000e-03 eta: 4:20:49 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4510 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9498 loss: 0.9498 2022/06/14 19:33:34 - mmengine - INFO - Epoch(train) [4][2660/3757] lr: 5.000e-03 eta: 4:20:41 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7886 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2166 loss: 1.2166 2022/06/14 19:33:41 - mmengine - INFO - Epoch(train) [4][2680/3757] lr: 5.000e-03 eta: 4:20:34 time: 0.369 data_time: 0.007 memory: 33358 grad_norm: 4.8250 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7275 loss: 0.7275 2022/06/14 19:33:48 - mmengine - INFO - Epoch(train) [4][2700/3757] lr: 5.000e-03 eta: 4:20:26 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.1726 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8970 loss: 0.8970 2022/06/14 19:33:56 - mmengine - INFO - Epoch(train) [4][2720/3757] lr: 5.000e-03 eta: 4:20:19 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.7658 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9964 loss: 0.9964 2022/06/14 19:33:59 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:34:03 - mmengine - INFO - Epoch(train) [4][2740/3757] lr: 5.000e-03 eta: 4:20:11 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8465 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1252 loss: 1.1252 2022/06/14 19:34:10 - mmengine - INFO - Epoch(train) [4][2760/3757] lr: 5.000e-03 eta: 4:20:04 time: 0.413 data_time: 0.006 memory: 33358 grad_norm: 4.4286 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2065 loss: 1.2065 2022/06/14 19:34:18 - mmengine - INFO - Epoch(train) [4][2780/3757] lr: 5.000e-03 eta: 4:19:57 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 4.7490 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8663 loss: 0.8663 2022/06/14 19:34:25 - mmengine - INFO - Epoch(train) [4][2800/3757] lr: 5.000e-03 eta: 4:19:50 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9282 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9805 loss: 0.9805 2022/06/14 19:34:33 - mmengine - INFO - Epoch(train) [4][2820/3757] lr: 5.000e-03 eta: 4:19:43 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.4373 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7757 loss: 0.7757 2022/06/14 19:34:40 - mmengine - INFO - Epoch(train) [4][2840/3757] lr: 5.000e-03 eta: 4:19:35 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.0538 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3201 loss: 1.3201 2022/06/14 19:34:47 - mmengine - INFO - Epoch(train) [4][2860/3757] lr: 5.000e-03 eta: 4:19:28 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 5.2935 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0464 loss: 1.0464 2022/06/14 19:34:55 - mmengine - INFO - Epoch(train) [4][2880/3757] lr: 5.000e-03 eta: 4:19:21 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.4836 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9758 loss: 0.9758 2022/06/14 19:35:02 - mmengine - INFO - Epoch(train) [4][2900/3757] lr: 5.000e-03 eta: 4:19:13 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 6.9638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3059 loss: 1.3059 2022/06/14 19:35:09 - mmengine - INFO - Epoch(train) [4][2920/3757] lr: 5.000e-03 eta: 4:19:06 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.0419 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8330 loss: 0.8330 2022/06/14 19:35:17 - mmengine - INFO - Epoch(train) [4][2940/3757] lr: 5.000e-03 eta: 4:18:58 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.9205 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7216 loss: 0.7216 2022/06/14 19:35:24 - mmengine - INFO - Epoch(train) [4][2960/3757] lr: 5.000e-03 eta: 4:18:51 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 3.6254 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3238 loss: 1.3238 2022/06/14 19:35:32 - mmengine - INFO - Epoch(train) [4][2980/3757] lr: 5.000e-03 eta: 4:18:44 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.6727 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9369 loss: 0.9369 2022/06/14 19:35:39 - mmengine - INFO - Epoch(train) [4][3000/3757] lr: 5.000e-03 eta: 4:18:36 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.3366 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4206 loss: 1.4206 2022/06/14 19:35:46 - mmengine - INFO - Epoch(train) [4][3020/3757] lr: 5.000e-03 eta: 4:18:29 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.1263 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3066 loss: 1.3066 2022/06/14 19:35:54 - mmengine - INFO - Epoch(train) [4][3040/3757] lr: 5.000e-03 eta: 4:18:21 time: 0.364 data_time: 0.039 memory: 33358 grad_norm: 4.5501 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9627 loss: 0.9627 2022/06/14 19:36:01 - mmengine - INFO - Epoch(train) [4][3060/3757] lr: 5.000e-03 eta: 4:18:14 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5692 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1498 loss: 1.1498 2022/06/14 19:36:08 - mmengine - INFO - Epoch(train) [4][3080/3757] lr: 5.000e-03 eta: 4:18:06 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5439 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8288 loss: 0.8288 2022/06/14 19:36:16 - mmengine - INFO - Epoch(train) [4][3100/3757] lr: 5.000e-03 eta: 4:17:59 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.3833 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1659 loss: 1.1659 2022/06/14 19:36:23 - mmengine - INFO - Epoch(train) [4][3120/3757] lr: 5.000e-03 eta: 4:17:52 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.5601 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9367 loss: 0.9367 2022/06/14 19:36:30 - mmengine - INFO - Epoch(train) [4][3140/3757] lr: 5.000e-03 eta: 4:17:44 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.5455 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1489 loss: 1.1489 2022/06/14 19:36:38 - mmengine - INFO - Epoch(train) [4][3160/3757] lr: 5.000e-03 eta: 4:17:37 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5297 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8223 loss: 0.8223 2022/06/14 19:36:45 - mmengine - INFO - Epoch(train) [4][3180/3757] lr: 5.000e-03 eta: 4:17:29 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 4.9515 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8969 loss: 0.8969 2022/06/14 19:36:53 - mmengine - INFO - Epoch(train) [4][3200/3757] lr: 5.000e-03 eta: 4:17:22 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.1584 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1044 loss: 1.1044 2022/06/14 19:37:00 - mmengine - INFO - Epoch(train) [4][3220/3757] lr: 5.000e-03 eta: 4:17:14 time: 0.359 data_time: 0.002 memory: 33358 grad_norm: 4.1971 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0739 loss: 1.0739 2022/06/14 19:37:07 - mmengine - INFO - Epoch(train) [4][3240/3757] lr: 5.000e-03 eta: 4:17:07 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.3719 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0514 loss: 1.0514 2022/06/14 19:37:15 - mmengine - INFO - Epoch(train) [4][3260/3757] lr: 5.000e-03 eta: 4:17:00 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.2880 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9529 loss: 0.9529 2022/06/14 19:37:22 - mmengine - INFO - Epoch(train) [4][3280/3757] lr: 5.000e-03 eta: 4:16:53 time: 0.367 data_time: 0.014 memory: 33358 grad_norm: 4.6588 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.9457 loss: 0.9457 2022/06/14 19:37:29 - mmengine - INFO - Epoch(train) [4][3300/3757] lr: 5.000e-03 eta: 4:16:45 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.8147 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7899 loss: 0.7899 2022/06/14 19:37:37 - mmengine - INFO - Epoch(train) [4][3320/3757] lr: 5.000e-03 eta: 4:16:38 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.5255 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1092 loss: 1.1092 2022/06/14 19:37:44 - mmengine - INFO - Epoch(train) [4][3340/3757] lr: 5.000e-03 eta: 4:16:30 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.7957 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9328 loss: 0.9328 2022/06/14 19:37:51 - mmengine - INFO - Epoch(train) [4][3360/3757] lr: 5.000e-03 eta: 4:16:23 time: 0.358 data_time: 0.005 memory: 33358 grad_norm: 5.0427 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6213 loss: 0.6213 2022/06/14 19:37:59 - mmengine - INFO - Epoch(train) [4][3380/3757] lr: 5.000e-03 eta: 4:16:15 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 6.1848 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1568 loss: 1.1568 2022/06/14 19:38:06 - mmengine - INFO - Epoch(train) [4][3400/3757] lr: 5.000e-03 eta: 4:16:08 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.7387 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2740 loss: 1.2740 2022/06/14 19:38:14 - mmengine - INFO - Epoch(train) [4][3420/3757] lr: 5.000e-03 eta: 4:16:01 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 6.2149 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0685 loss: 1.0685 2022/06/14 19:38:21 - mmengine - INFO - Epoch(train) [4][3440/3757] lr: 5.000e-03 eta: 4:15:54 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9198 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9976 loss: 0.9976 2022/06/14 19:38:28 - mmengine - INFO - Epoch(train) [4][3460/3757] lr: 5.000e-03 eta: 4:15:46 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.5829 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0055 loss: 1.0055 2022/06/14 19:38:36 - mmengine - INFO - Epoch(train) [4][3480/3757] lr: 5.000e-03 eta: 4:15:39 time: 0.360 data_time: 0.030 memory: 33358 grad_norm: 5.4953 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2138 loss: 1.2138 2022/06/14 19:38:43 - mmengine - INFO - Epoch(train) [4][3500/3757] lr: 5.000e-03 eta: 4:15:31 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.4147 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0349 loss: 1.0349 2022/06/14 19:38:50 - mmengine - INFO - Epoch(train) [4][3520/3757] lr: 5.000e-03 eta: 4:15:23 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7930 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1975 loss: 1.1975 2022/06/14 19:38:58 - mmengine - INFO - Epoch(train) [4][3540/3757] lr: 5.000e-03 eta: 4:15:16 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.1836 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9435 loss: 0.9435 2022/06/14 19:39:05 - mmengine - INFO - Epoch(train) [4][3560/3757] lr: 5.000e-03 eta: 4:15:08 time: 0.364 data_time: 0.036 memory: 33358 grad_norm: 5.3790 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0914 loss: 1.0914 2022/06/14 19:39:12 - mmengine - INFO - Epoch(train) [4][3580/3757] lr: 5.000e-03 eta: 4:15:01 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.4108 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2170 loss: 1.2170 2022/06/14 19:39:20 - mmengine - INFO - Epoch(train) [4][3600/3757] lr: 5.000e-03 eta: 4:14:53 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 5.2023 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9636 loss: 0.9636 2022/06/14 19:39:27 - mmengine - INFO - Epoch(train) [4][3620/3757] lr: 5.000e-03 eta: 4:14:46 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.5505 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0554 loss: 1.0554 2022/06/14 19:39:34 - mmengine - INFO - Epoch(train) [4][3640/3757] lr: 5.000e-03 eta: 4:14:39 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3031 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8772 loss: 0.8772 2022/06/14 19:39:42 - mmengine - INFO - Epoch(train) [4][3660/3757] lr: 5.000e-03 eta: 4:14:32 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 4.4344 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8686 loss: 0.8686 2022/06/14 19:39:49 - mmengine - INFO - Epoch(train) [4][3680/3757] lr: 5.000e-03 eta: 4:14:24 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.6423 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7613 loss: 0.7613 2022/06/14 19:39:57 - mmengine - INFO - Epoch(train) [4][3700/3757] lr: 5.000e-03 eta: 4:14:17 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 4.7017 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0975 loss: 1.0975 2022/06/14 19:40:04 - mmengine - INFO - Epoch(train) [4][3720/3757] lr: 5.000e-03 eta: 4:14:10 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.3731 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1437 loss: 1.1437 2022/06/14 19:40:07 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:40:11 - mmengine - INFO - Epoch(train) [4][3740/3757] lr: 5.000e-03 eta: 4:14:02 time: 0.369 data_time: 0.021 memory: 33358 grad_norm: 3.9176 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1738 loss: 1.1738 2022/06/14 19:40:17 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:40:26 - mmengine - INFO - Epoch(val) [4][20/310] eta: 0:01:45 time: 0.125 data_time: 0.001 memory: 33358 2022/06/14 19:40:32 - mmengine - INFO - Epoch(val) [4][40/310] eta: 0:01:43 time: 0.138 data_time: 0.007 memory: 3465 2022/06/14 19:40:36 - mmengine - INFO - Epoch(val) [4][60/310] eta: 0:00:31 time: 0.137 data_time: 0.002 memory: 3465 2022/06/14 19:40:40 - mmengine - INFO - Epoch(val) [4][80/310] eta: 0:00:28 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 19:40:47 - mmengine - INFO - Epoch(val) [4][100/310] eta: 0:01:08 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 19:40:53 - mmengine - INFO - Epoch(val) [4][120/310] eta: 0:01:19 time: 0.127 data_time: 0.002 memory: 3465 2022/06/14 19:40:58 - mmengine - INFO - Epoch(val) [4][140/310] eta: 0:00:31 time: 0.133 data_time: 0.002 memory: 3465 2022/06/14 19:41:02 - mmengine - INFO - Epoch(val) [4][160/310] eta: 0:00:18 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 19:41:09 - mmengine - INFO - Epoch(val) [4][180/310] eta: 0:00:43 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 19:41:14 - mmengine - INFO - Epoch(val) [4][200/310] eta: 0:00:41 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 19:41:19 - mmengine - INFO - Epoch(val) [4][220/310] eta: 0:00:28 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 19:41:24 - mmengine - INFO - Epoch(val) [4][240/310] eta: 0:00:08 time: 0.116 data_time: 0.001 memory: 3465 2022/06/14 19:41:31 - mmengine - INFO - Epoch(val) [4][260/310] eta: 0:00:16 time: 0.124 data_time: 0.002 memory: 3465 2022/06/14 19:41:36 - mmengine - INFO - Epoch(val) [4][280/310] eta: 0:00:11 time: 0.129 data_time: 0.001 memory: 3465 2022/06/14 19:41:39 - mmengine - INFO - Epoch(val) [4][300/310] eta: 0:00:01 time: 0.122 data_time: 0.002 memory: 3465 2022/06/14 19:41:42 - mmengine - INFO - Epoch(val) [4][310/310] acc/top1: 0.7236 acc/top5: 0.9077 acc/mean1: 0.7234 2022/06/14 19:41:54 - mmengine - INFO - Epoch(train) [5][20/3757] lr: 5.000e-03 eta: 4:13:54 time: 0.384 data_time: 0.040 memory: 33358 grad_norm: 4.8991 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0208 loss: 1.0208 2022/06/14 19:42:02 - mmengine - INFO - Epoch(train) [5][40/3757] lr: 5.000e-03 eta: 4:13:48 time: 0.378 data_time: 0.002 memory: 33358 grad_norm: 4.1143 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8701 loss: 0.8701 2022/06/14 19:42:09 - mmengine - INFO - Epoch(train) [5][60/3757] lr: 5.000e-03 eta: 4:13:40 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8816 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6976 loss: 0.6976 2022/06/14 19:42:16 - mmengine - INFO - Epoch(train) [5][80/3757] lr: 5.000e-03 eta: 4:13:33 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.6040 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3074 loss: 1.3074 2022/06/14 19:42:24 - mmengine - INFO - Epoch(train) [5][100/3757] lr: 5.000e-03 eta: 4:13:25 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.3314 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3601 loss: 1.3601 2022/06/14 19:42:31 - mmengine - INFO - Epoch(train) [5][120/3757] lr: 5.000e-03 eta: 4:13:18 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.6691 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9436 loss: 0.9436 2022/06/14 19:42:38 - mmengine - INFO - Epoch(train) [5][140/3757] lr: 5.000e-03 eta: 4:13:10 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.9937 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3163 loss: 1.3163 2022/06/14 19:42:46 - mmengine - INFO - Epoch(train) [5][160/3757] lr: 5.000e-03 eta: 4:13:02 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.5952 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1262 loss: 1.1262 2022/06/14 19:42:53 - mmengine - INFO - Epoch(train) [5][180/3757] lr: 5.000e-03 eta: 4:12:55 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.5662 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0580 loss: 1.0580 2022/06/14 19:43:00 - mmengine - INFO - Epoch(train) [5][200/3757] lr: 5.000e-03 eta: 4:12:47 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.3831 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0616 loss: 1.0616 2022/06/14 19:43:08 - mmengine - INFO - Epoch(train) [5][220/3757] lr: 5.000e-03 eta: 4:12:40 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.0084 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7093 loss: 0.7093 2022/06/14 19:43:15 - mmengine - INFO - Epoch(train) [5][240/3757] lr: 5.000e-03 eta: 4:12:33 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1198 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1196 loss: 1.1196 2022/06/14 19:43:25 - mmengine - INFO - Epoch(train) [5][260/3757] lr: 5.000e-03 eta: 4:12:33 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 5.1828 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8099 loss: 0.8099 2022/06/14 19:43:33 - mmengine - INFO - Epoch(train) [5][280/3757] lr: 5.000e-03 eta: 4:12:26 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.5087 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0217 loss: 1.0217 2022/06/14 19:43:40 - mmengine - INFO - Epoch(train) [5][300/3757] lr: 5.000e-03 eta: 4:12:18 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 3.3911 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.9674 loss: 0.9674 2022/06/14 19:43:48 - mmengine - INFO - Epoch(train) [5][320/3757] lr: 5.000e-03 eta: 4:12:11 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6678 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8409 loss: 0.8409 2022/06/14 19:43:55 - mmengine - INFO - Epoch(train) [5][340/3757] lr: 5.000e-03 eta: 4:12:04 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 3.9057 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1177 loss: 1.1177 2022/06/14 19:44:02 - mmengine - INFO - Epoch(train) [5][360/3757] lr: 5.000e-03 eta: 4:11:57 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.1835 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9205 loss: 0.9205 2022/06/14 19:44:10 - mmengine - INFO - Epoch(train) [5][380/3757] lr: 5.000e-03 eta: 4:11:49 time: 0.370 data_time: 0.002 memory: 33358 grad_norm: 5.0598 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8565 loss: 0.8565 2022/06/14 19:44:17 - mmengine - INFO - Epoch(train) [5][400/3757] lr: 5.000e-03 eta: 4:11:42 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.2742 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2015 loss: 1.2015 2022/06/14 19:44:25 - mmengine - INFO - Epoch(train) [5][420/3757] lr: 5.000e-03 eta: 4:11:35 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7563 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8675 loss: 0.8675 2022/06/14 19:44:32 - mmengine - INFO - Epoch(train) [5][440/3757] lr: 5.000e-03 eta: 4:11:27 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.1117 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9466 loss: 0.9466 2022/06/14 19:44:39 - mmengine - INFO - Epoch(train) [5][460/3757] lr: 5.000e-03 eta: 4:11:20 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.2131 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2989 loss: 1.2989 2022/06/14 19:44:47 - mmengine - INFO - Epoch(train) [5][480/3757] lr: 5.000e-03 eta: 4:11:13 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 5.3733 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0856 loss: 1.0856 2022/06/14 19:44:54 - mmengine - INFO - Epoch(train) [5][500/3757] lr: 5.000e-03 eta: 4:11:06 time: 0.359 data_time: 0.002 memory: 33358 grad_norm: 4.9304 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1153 loss: 1.1153 2022/06/14 19:45:02 - mmengine - INFO - Epoch(train) [5][520/3757] lr: 5.000e-03 eta: 4:10:59 time: 0.571 data_time: 0.015 memory: 33358 grad_norm: 4.6779 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7718 loss: 0.7718 2022/06/14 19:45:09 - mmengine - INFO - Epoch(train) [5][540/3757] lr: 5.000e-03 eta: 4:10:51 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.4669 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0084 loss: 1.0084 2022/06/14 19:45:17 - mmengine - INFO - Epoch(train) [5][560/3757] lr: 5.000e-03 eta: 4:10:44 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.1311 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2491 loss: 1.2491 2022/06/14 19:45:24 - mmengine - INFO - Epoch(train) [5][580/3757] lr: 5.000e-03 eta: 4:10:36 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.7197 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0637 loss: 1.0637 2022/06/14 19:45:31 - mmengine - INFO - Epoch(train) [5][600/3757] lr: 5.000e-03 eta: 4:10:29 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.7926 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1846 loss: 1.1846 2022/06/14 19:45:38 - mmengine - INFO - Epoch(train) [5][620/3757] lr: 5.000e-03 eta: 4:10:21 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 3.7969 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2137 loss: 1.2137 2022/06/14 19:45:46 - mmengine - INFO - Epoch(train) [5][640/3757] lr: 5.000e-03 eta: 4:10:14 time: 0.362 data_time: 0.007 memory: 33358 grad_norm: 4.4519 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9769 loss: 0.9769 2022/06/14 19:45:53 - mmengine - INFO - Epoch(train) [5][660/3757] lr: 5.000e-03 eta: 4:10:06 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.8486 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8772 loss: 0.8772 2022/06/14 19:46:00 - mmengine - INFO - Epoch(train) [5][680/3757] lr: 5.000e-03 eta: 4:09:59 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.9143 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7969 loss: 0.7969 2022/06/14 19:46:08 - mmengine - INFO - Epoch(train) [5][700/3757] lr: 5.000e-03 eta: 4:09:51 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.5631 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0971 loss: 1.0971 2022/06/14 19:46:15 - mmengine - INFO - Epoch(train) [5][720/3757] lr: 5.000e-03 eta: 4:09:44 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5567 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1152 loss: 1.1152 2022/06/14 19:46:23 - mmengine - INFO - Epoch(train) [5][740/3757] lr: 5.000e-03 eta: 4:09:37 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5289 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9977 loss: 0.9977 2022/06/14 19:46:30 - mmengine - INFO - Epoch(train) [5][760/3757] lr: 5.000e-03 eta: 4:09:29 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 6.4659 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6984 loss: 0.6984 2022/06/14 19:46:37 - mmengine - INFO - Epoch(train) [5][780/3757] lr: 5.000e-03 eta: 4:09:22 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.2801 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1156 loss: 1.1156 2022/06/14 19:46:45 - mmengine - INFO - Epoch(train) [5][800/3757] lr: 5.000e-03 eta: 4:09:15 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.0640 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8905 loss: 0.8905 2022/06/14 19:46:52 - mmengine - INFO - Epoch(train) [5][820/3757] lr: 5.000e-03 eta: 4:09:07 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.3172 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5562 loss: 0.5562 2022/06/14 19:46:59 - mmengine - INFO - Epoch(train) [5][840/3757] lr: 5.000e-03 eta: 4:08:59 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.8553 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0164 loss: 1.0164 2022/06/14 19:47:07 - mmengine - INFO - Epoch(train) [5][860/3757] lr: 5.000e-03 eta: 4:08:52 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.2480 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2315 loss: 1.2315 2022/06/14 19:47:14 - mmengine - INFO - Epoch(train) [5][880/3757] lr: 5.000e-03 eta: 4:08:45 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.0394 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2744 loss: 1.2744 2022/06/14 19:47:22 - mmengine - INFO - Epoch(train) [5][900/3757] lr: 5.000e-03 eta: 4:08:37 time: 0.402 data_time: 0.002 memory: 33358 grad_norm: 5.1726 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7870 loss: 0.7870 2022/06/14 19:47:29 - mmengine - INFO - Epoch(train) [5][920/3757] lr: 5.000e-03 eta: 4:08:30 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 5.4568 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8419 loss: 0.8419 2022/06/14 19:47:36 - mmengine - INFO - Epoch(train) [5][940/3757] lr: 5.000e-03 eta: 4:08:22 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.7055 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.9229 loss: 0.9229 2022/06/14 19:47:44 - mmengine - INFO - Epoch(train) [5][960/3757] lr: 5.000e-03 eta: 4:08:15 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1474 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9953 loss: 0.9953 2022/06/14 19:47:48 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:47:51 - mmengine - INFO - Epoch(train) [5][980/3757] lr: 5.000e-03 eta: 4:08:08 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2378 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8212 loss: 0.8212 2022/06/14 19:47:58 - mmengine - INFO - Epoch(train) [5][1000/3757] lr: 5.000e-03 eta: 4:08:00 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.9502 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7366 loss: 0.7366 2022/06/14 19:48:06 - mmengine - INFO - Epoch(train) [5][1020/3757] lr: 5.000e-03 eta: 4:07:53 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 6.3193 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8665 loss: 0.8665 2022/06/14 19:48:13 - mmengine - INFO - Epoch(train) [5][1040/3757] lr: 5.000e-03 eta: 4:07:46 time: 0.358 data_time: 0.002 memory: 33358 grad_norm: 5.0855 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9946 loss: 0.9946 2022/06/14 19:48:21 - mmengine - INFO - Epoch(train) [5][1060/3757] lr: 5.000e-03 eta: 4:07:38 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.2009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7357 loss: 0.7357 2022/06/14 19:48:28 - mmengine - INFO - Epoch(train) [5][1080/3757] lr: 5.000e-03 eta: 4:07:31 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.0991 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1870 loss: 1.1870 2022/06/14 19:48:36 - mmengine - INFO - Epoch(train) [5][1100/3757] lr: 5.000e-03 eta: 4:07:24 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.6025 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8003 loss: 0.8003 2022/06/14 19:48:43 - mmengine - INFO - Epoch(train) [5][1120/3757] lr: 5.000e-03 eta: 4:07:17 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.3630 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8096 loss: 0.8096 2022/06/14 19:48:50 - mmengine - INFO - Epoch(train) [5][1140/3757] lr: 5.000e-03 eta: 4:07:09 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.6289 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8059 loss: 0.8059 2022/06/14 19:48:58 - mmengine - INFO - Epoch(train) [5][1160/3757] lr: 5.000e-03 eta: 4:07:02 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.9160 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1451 loss: 1.1451 2022/06/14 19:49:05 - mmengine - INFO - Epoch(train) [5][1180/3757] lr: 5.000e-03 eta: 4:06:54 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.4282 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2292 loss: 1.2292 2022/06/14 19:49:12 - mmengine - INFO - Epoch(train) [5][1200/3757] lr: 5.000e-03 eta: 4:06:47 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.9171 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0072 loss: 1.0072 2022/06/14 19:49:20 - mmengine - INFO - Epoch(train) [5][1220/3757] lr: 5.000e-03 eta: 4:06:39 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.3244 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0218 loss: 1.0218 2022/06/14 19:49:27 - mmengine - INFO - Epoch(train) [5][1240/3757] lr: 5.000e-03 eta: 4:06:32 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 4.8409 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2583 loss: 1.2583 2022/06/14 19:49:35 - mmengine - INFO - Epoch(train) [5][1260/3757] lr: 5.000e-03 eta: 4:06:25 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.1339 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0415 loss: 1.0415 2022/06/14 19:49:42 - mmengine - INFO - Epoch(train) [5][1280/3757] lr: 5.000e-03 eta: 4:06:18 time: 0.574 data_time: 0.018 memory: 33358 grad_norm: 4.6817 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3031 loss: 1.3031 2022/06/14 19:49:50 - mmengine - INFO - Epoch(train) [5][1300/3757] lr: 5.000e-03 eta: 4:06:10 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8926 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2293 loss: 1.2293 2022/06/14 19:49:57 - mmengine - INFO - Epoch(train) [5][1320/3757] lr: 5.000e-03 eta: 4:06:03 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3792 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9045 loss: 0.9045 2022/06/14 19:50:04 - mmengine - INFO - Epoch(train) [5][1340/3757] lr: 5.000e-03 eta: 4:05:56 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.6457 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2113 loss: 1.2113 2022/06/14 19:50:12 - mmengine - INFO - Epoch(train) [5][1360/3757] lr: 5.000e-03 eta: 4:05:48 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.7384 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1926 loss: 1.1926 2022/06/14 19:50:19 - mmengine - INFO - Epoch(train) [5][1380/3757] lr: 5.000e-03 eta: 4:05:41 time: 0.370 data_time: 0.005 memory: 33358 grad_norm: 4.2065 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8515 loss: 0.8515 2022/06/14 19:50:27 - mmengine - INFO - Epoch(train) [5][1400/3757] lr: 5.000e-03 eta: 4:05:34 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.6746 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9732 loss: 0.9732 2022/06/14 19:50:34 - mmengine - INFO - Epoch(train) [5][1420/3757] lr: 5.000e-03 eta: 4:05:26 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.2172 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9326 loss: 0.9326 2022/06/14 19:50:41 - mmengine - INFO - Epoch(train) [5][1440/3757] lr: 5.000e-03 eta: 4:05:19 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.7447 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1928 loss: 1.1928 2022/06/14 19:50:49 - mmengine - INFO - Epoch(train) [5][1460/3757] lr: 5.000e-03 eta: 4:05:11 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4889 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8398 loss: 0.8398 2022/06/14 19:50:56 - mmengine - INFO - Epoch(train) [5][1480/3757] lr: 5.000e-03 eta: 4:05:04 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.5383 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2567 loss: 1.2567 2022/06/14 19:51:03 - mmengine - INFO - Epoch(train) [5][1500/3757] lr: 5.000e-03 eta: 4:04:56 time: 0.363 data_time: 0.027 memory: 33358 grad_norm: 5.6419 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0223 loss: 1.0223 2022/06/14 19:51:10 - mmengine - INFO - Epoch(train) [5][1520/3757] lr: 5.000e-03 eta: 4:04:49 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 4.5395 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1972 loss: 1.1972 2022/06/14 19:51:18 - mmengine - INFO - Epoch(train) [5][1540/3757] lr: 5.000e-03 eta: 4:04:41 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.4167 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0096 loss: 1.0096 2022/06/14 19:51:25 - mmengine - INFO - Epoch(train) [5][1560/3757] lr: 5.000e-03 eta: 4:04:34 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.1623 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8680 loss: 0.8680 2022/06/14 19:51:32 - mmengine - INFO - Epoch(train) [5][1580/3757] lr: 5.000e-03 eta: 4:04:26 time: 0.373 data_time: 0.019 memory: 33358 grad_norm: 5.9358 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7854 loss: 0.7854 2022/06/14 19:51:40 - mmengine - INFO - Epoch(train) [5][1600/3757] lr: 5.000e-03 eta: 4:04:18 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.7699 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7570 loss: 0.7570 2022/06/14 19:51:47 - mmengine - INFO - Epoch(train) [5][1620/3757] lr: 5.000e-03 eta: 4:04:11 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.0743 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7978 loss: 0.7978 2022/06/14 19:51:55 - mmengine - INFO - Epoch(train) [5][1640/3757] lr: 5.000e-03 eta: 4:04:04 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 6.0958 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0005 loss: 1.0005 2022/06/14 19:52:02 - mmengine - INFO - Epoch(train) [5][1660/3757] lr: 5.000e-03 eta: 4:03:56 time: 0.368 data_time: 0.002 memory: 33358 grad_norm: 5.3869 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9670 loss: 0.9670 2022/06/14 19:52:09 - mmengine - INFO - Epoch(train) [5][1680/3757] lr: 5.000e-03 eta: 4:03:49 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.5948 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8450 loss: 0.8450 2022/06/14 19:52:17 - mmengine - INFO - Epoch(train) [5][1700/3757] lr: 5.000e-03 eta: 4:03:41 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.1701 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1050 loss: 1.1050 2022/06/14 19:52:24 - mmengine - INFO - Epoch(train) [5][1720/3757] lr: 5.000e-03 eta: 4:03:34 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.3049 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0535 loss: 1.0535 2022/06/14 19:52:31 - mmengine - INFO - Epoch(train) [5][1740/3757] lr: 5.000e-03 eta: 4:03:26 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.0839 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7648 loss: 0.7648 2022/06/14 19:52:39 - mmengine - INFO - Epoch(train) [5][1760/3757] lr: 5.000e-03 eta: 4:03:19 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.9803 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1936 loss: 1.1936 2022/06/14 19:52:46 - mmengine - INFO - Epoch(train) [5][1780/3757] lr: 5.000e-03 eta: 4:03:12 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.1197 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9590 loss: 0.9590 2022/06/14 19:52:54 - mmengine - INFO - Epoch(train) [5][1800/3757] lr: 5.000e-03 eta: 4:03:05 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.7677 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9788 loss: 0.9788 2022/06/14 19:53:01 - mmengine - INFO - Epoch(train) [5][1820/3757] lr: 5.000e-03 eta: 4:02:57 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.0099 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0974 loss: 1.0974 2022/06/14 19:53:08 - mmengine - INFO - Epoch(train) [5][1840/3757] lr: 5.000e-03 eta: 4:02:50 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.1869 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9451 loss: 0.9451 2022/06/14 19:53:16 - mmengine - INFO - Epoch(train) [5][1860/3757] lr: 5.000e-03 eta: 4:02:43 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.2069 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6558 loss: 0.6558 2022/06/14 19:53:23 - mmengine - INFO - Epoch(train) [5][1880/3757] lr: 5.000e-03 eta: 4:02:35 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.8047 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8296 loss: 0.8296 2022/06/14 19:53:30 - mmengine - INFO - Epoch(train) [5][1900/3757] lr: 5.000e-03 eta: 4:02:28 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9312 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0063 loss: 1.0063 2022/06/14 19:53:38 - mmengine - INFO - Epoch(train) [5][1920/3757] lr: 5.000e-03 eta: 4:02:20 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.1729 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0636 loss: 1.0636 2022/06/14 19:53:45 - mmengine - INFO - Epoch(train) [5][1940/3757] lr: 5.000e-03 eta: 4:02:13 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.7204 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1854 loss: 1.1854 2022/06/14 19:53:53 - mmengine - INFO - Epoch(train) [5][1960/3757] lr: 5.000e-03 eta: 4:02:05 time: 0.370 data_time: 0.009 memory: 33358 grad_norm: 6.2031 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7941 loss: 0.7941 2022/06/14 19:53:57 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 19:54:00 - mmengine - INFO - Epoch(train) [5][1980/3757] lr: 5.000e-03 eta: 4:01:58 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.2027 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2302 loss: 1.2302 2022/06/14 19:54:07 - mmengine - INFO - Epoch(train) [5][2000/3757] lr: 5.000e-03 eta: 4:01:51 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.1102 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0321 loss: 1.0321 2022/06/14 19:54:15 - mmengine - INFO - Epoch(train) [5][2020/3757] lr: 5.000e-03 eta: 4:01:43 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.0599 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1757 loss: 1.1757 2022/06/14 19:54:22 - mmengine - INFO - Epoch(train) [5][2040/3757] lr: 5.000e-03 eta: 4:01:35 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.7866 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.0873 loss: 1.0873 2022/06/14 19:54:29 - mmengine - INFO - Epoch(train) [5][2060/3757] lr: 5.000e-03 eta: 4:01:28 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.9600 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0378 loss: 1.0378 2022/06/14 19:54:36 - mmengine - INFO - Epoch(train) [5][2080/3757] lr: 5.000e-03 eta: 4:01:20 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.3511 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9855 loss: 0.9855 2022/06/14 19:54:44 - mmengine - INFO - Epoch(train) [5][2100/3757] lr: 5.000e-03 eta: 4:01:13 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.6156 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7657 loss: 0.7657 2022/06/14 19:54:51 - mmengine - INFO - Epoch(train) [5][2120/3757] lr: 5.000e-03 eta: 4:01:05 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.1482 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2397 loss: 1.2397 2022/06/14 19:54:58 - mmengine - INFO - Epoch(train) [5][2140/3757] lr: 5.000e-03 eta: 4:00:58 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.9125 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.0641 loss: 1.0641 2022/06/14 19:55:06 - mmengine - INFO - Epoch(train) [5][2160/3757] lr: 5.000e-03 eta: 4:00:50 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.0610 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9183 loss: 0.9183 2022/06/14 19:55:13 - mmengine - INFO - Epoch(train) [5][2180/3757] lr: 5.000e-03 eta: 4:00:43 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.9159 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2185 loss: 1.2185 2022/06/14 19:55:20 - mmengine - INFO - Epoch(train) [5][2200/3757] lr: 5.000e-03 eta: 4:00:35 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.1579 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7582 loss: 0.7582 2022/06/14 19:55:28 - mmengine - INFO - Epoch(train) [5][2220/3757] lr: 5.000e-03 eta: 4:00:28 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.4241 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4861 loss: 0.4861 2022/06/14 19:55:35 - mmengine - INFO - Epoch(train) [5][2240/3757] lr: 5.000e-03 eta: 4:00:21 time: 0.363 data_time: 0.015 memory: 33358 grad_norm: 6.9322 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1265 loss: 1.1265 2022/06/14 19:55:43 - mmengine - INFO - Epoch(train) [5][2260/3757] lr: 5.000e-03 eta: 4:00:14 time: 0.541 data_time: 0.022 memory: 33358 grad_norm: 5.4924 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7083 loss: 0.7083 2022/06/14 19:55:50 - mmengine - INFO - Epoch(train) [5][2280/3757] lr: 5.000e-03 eta: 4:00:06 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.4996 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8529 loss: 0.8529 2022/06/14 19:55:57 - mmengine - INFO - Epoch(train) [5][2300/3757] lr: 5.000e-03 eta: 3:59:58 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.3775 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8863 loss: 0.8863 2022/06/14 19:56:05 - mmengine - INFO - Epoch(train) [5][2320/3757] lr: 5.000e-03 eta: 3:59:51 time: 0.364 data_time: 0.003 memory: 33358 grad_norm: 5.3867 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1029 loss: 1.1029 2022/06/14 19:56:12 - mmengine - INFO - Epoch(train) [5][2340/3757] lr: 5.000e-03 eta: 3:59:44 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.1166 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8329 loss: 0.8329 2022/06/14 19:56:20 - mmengine - INFO - Epoch(train) [5][2360/3757] lr: 5.000e-03 eta: 3:59:37 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9693 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6087 loss: 0.6087 2022/06/14 19:56:27 - mmengine - INFO - Epoch(train) [5][2380/3757] lr: 5.000e-03 eta: 3:59:29 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9332 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8952 loss: 0.8952 2022/06/14 19:56:34 - mmengine - INFO - Epoch(train) [5][2400/3757] lr: 5.000e-03 eta: 3:59:22 time: 0.362 data_time: 0.013 memory: 33358 grad_norm: 4.5711 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8537 loss: 0.8537 2022/06/14 19:56:42 - mmengine - INFO - Epoch(train) [5][2420/3757] lr: 5.000e-03 eta: 3:59:14 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.7549 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8330 loss: 0.8330 2022/06/14 19:56:49 - mmengine - INFO - Epoch(train) [5][2440/3757] lr: 5.000e-03 eta: 3:59:07 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 7.5958 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9080 loss: 0.9080 2022/06/14 19:56:57 - mmengine - INFO - Epoch(train) [5][2460/3757] lr: 5.000e-03 eta: 3:59:00 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.1718 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8358 loss: 0.8358 2022/06/14 19:57:04 - mmengine - INFO - Epoch(train) [5][2480/3757] lr: 5.000e-03 eta: 3:58:52 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9375 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9987 loss: 0.9987 2022/06/14 19:57:11 - mmengine - INFO - Epoch(train) [5][2500/3757] lr: 5.000e-03 eta: 3:58:45 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.2780 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8193 loss: 0.8193 2022/06/14 19:57:18 - mmengine - INFO - Epoch(train) [5][2520/3757] lr: 5.000e-03 eta: 3:58:37 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.9267 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9965 loss: 0.9965 2022/06/14 19:57:26 - mmengine - INFO - Epoch(train) [5][2540/3757] lr: 5.000e-03 eta: 3:58:30 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.0538 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 0.9286 loss: 0.9286 2022/06/14 19:57:33 - mmengine - INFO - Epoch(train) [5][2560/3757] lr: 5.000e-03 eta: 3:58:23 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 4.8643 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9915 loss: 0.9915 2022/06/14 19:57:41 - mmengine - INFO - Epoch(train) [5][2580/3757] lr: 5.000e-03 eta: 3:58:15 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.9522 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2576 loss: 1.2576 2022/06/14 19:57:48 - mmengine - INFO - Epoch(train) [5][2600/3757] lr: 5.000e-03 eta: 3:58:08 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.5792 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8459 loss: 0.8459 2022/06/14 19:57:56 - mmengine - INFO - Epoch(train) [5][2620/3757] lr: 5.000e-03 eta: 3:58:01 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.0233 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9580 loss: 0.9580 2022/06/14 19:58:03 - mmengine - INFO - Epoch(train) [5][2640/3757] lr: 5.000e-03 eta: 3:57:53 time: 0.383 data_time: 0.019 memory: 33358 grad_norm: 3.9057 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0127 loss: 1.0127 2022/06/14 19:58:10 - mmengine - INFO - Epoch(train) [5][2660/3757] lr: 5.000e-03 eta: 3:57:46 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.9210 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1550 loss: 1.1550 2022/06/14 19:58:18 - mmengine - INFO - Epoch(train) [5][2680/3757] lr: 5.000e-03 eta: 3:57:38 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.3112 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7265 loss: 0.7265 2022/06/14 19:58:25 - mmengine - INFO - Epoch(train) [5][2700/3757] lr: 5.000e-03 eta: 3:57:31 time: 0.369 data_time: 0.007 memory: 33358 grad_norm: 4.3551 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0003 loss: 1.0003 2022/06/14 19:58:32 - mmengine - INFO - Epoch(train) [5][2720/3757] lr: 5.000e-03 eta: 3:57:23 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.7931 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9195 loss: 0.9195 2022/06/14 19:58:40 - mmengine - INFO - Epoch(train) [5][2740/3757] lr: 5.000e-03 eta: 3:57:16 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.4263 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0208 loss: 1.0208 2022/06/14 19:58:47 - mmengine - INFO - Epoch(train) [5][2760/3757] lr: 5.000e-03 eta: 3:57:09 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.7360 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7462 loss: 0.7462 2022/06/14 19:58:54 - mmengine - INFO - Epoch(train) [5][2780/3757] lr: 5.000e-03 eta: 3:57:01 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9605 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9868 loss: 0.9868 2022/06/14 19:59:02 - mmengine - INFO - Epoch(train) [5][2800/3757] lr: 5.000e-03 eta: 3:56:54 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 4.5477 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7965 loss: 0.7965 2022/06/14 19:59:09 - mmengine - INFO - Epoch(train) [5][2820/3757] lr: 5.000e-03 eta: 3:56:47 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5883 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8351 loss: 0.8351 2022/06/14 19:59:17 - mmengine - INFO - Epoch(train) [5][2840/3757] lr: 5.000e-03 eta: 3:56:39 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.4770 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9728 loss: 0.9728 2022/06/14 19:59:24 - mmengine - INFO - Epoch(train) [5][2860/3757] lr: 5.000e-03 eta: 3:56:32 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.2078 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8689 loss: 0.8689 2022/06/14 19:59:31 - mmengine - INFO - Epoch(train) [5][2880/3757] lr: 5.000e-03 eta: 3:56:24 time: 0.366 data_time: 0.007 memory: 33358 grad_norm: 4.9622 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2425 loss: 1.2425 2022/06/14 19:59:39 - mmengine - INFO - Epoch(train) [5][2900/3757] lr: 5.000e-03 eta: 3:56:17 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.3205 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8272 loss: 0.8272 2022/06/14 19:59:46 - mmengine - INFO - Epoch(train) [5][2920/3757] lr: 5.000e-03 eta: 3:56:10 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.5769 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0626 loss: 1.0626 2022/06/14 19:59:54 - mmengine - INFO - Epoch(train) [5][2940/3757] lr: 5.000e-03 eta: 3:56:02 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.9401 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0713 loss: 1.0713 2022/06/14 20:00:01 - mmengine - INFO - Epoch(train) [5][2960/3757] lr: 5.000e-03 eta: 3:55:55 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.8063 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8463 loss: 0.8463 2022/06/14 20:00:05 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:00:08 - mmengine - INFO - Epoch(train) [5][2980/3757] lr: 5.000e-03 eta: 3:55:47 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.4712 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0892 loss: 1.0892 2022/06/14 20:00:16 - mmengine - INFO - Epoch(train) [5][3000/3757] lr: 5.000e-03 eta: 3:55:40 time: 0.368 data_time: 0.007 memory: 33358 grad_norm: 4.9113 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9017 loss: 0.9017 2022/06/14 20:00:23 - mmengine - INFO - Epoch(train) [5][3020/3757] lr: 5.000e-03 eta: 3:55:33 time: 0.495 data_time: 0.006 memory: 33358 grad_norm: 6.5430 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1994 loss: 1.1994 2022/06/14 20:00:30 - mmengine - INFO - Epoch(train) [5][3040/3757] lr: 5.000e-03 eta: 3:55:25 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.4622 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0572 loss: 1.0572 2022/06/14 20:00:38 - mmengine - INFO - Epoch(train) [5][3060/3757] lr: 5.000e-03 eta: 3:55:18 time: 0.363 data_time: 0.016 memory: 33358 grad_norm: 4.5808 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0765 loss: 1.0765 2022/06/14 20:00:45 - mmengine - INFO - Epoch(train) [5][3080/3757] lr: 5.000e-03 eta: 3:55:11 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.6405 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7939 loss: 0.7939 2022/06/14 20:00:52 - mmengine - INFO - Epoch(train) [5][3100/3757] lr: 5.000e-03 eta: 3:55:03 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.4651 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0398 loss: 1.0398 2022/06/14 20:01:00 - mmengine - INFO - Epoch(train) [5][3120/3757] lr: 5.000e-03 eta: 3:54:56 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.8121 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7539 loss: 0.7539 2022/06/14 20:01:07 - mmengine - INFO - Epoch(train) [5][3140/3757] lr: 5.000e-03 eta: 3:54:49 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.5404 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9620 loss: 0.9620 2022/06/14 20:01:15 - mmengine - INFO - Epoch(train) [5][3160/3757] lr: 5.000e-03 eta: 3:54:41 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.4961 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9520 loss: 0.9520 2022/06/14 20:01:22 - mmengine - INFO - Epoch(train) [5][3180/3757] lr: 5.000e-03 eta: 3:54:34 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.3301 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9396 loss: 0.9396 2022/06/14 20:01:29 - mmengine - INFO - Epoch(train) [5][3200/3757] lr: 5.000e-03 eta: 3:54:26 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2430 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0427 loss: 1.0427 2022/06/14 20:01:37 - mmengine - INFO - Epoch(train) [5][3220/3757] lr: 5.000e-03 eta: 3:54:19 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 6.0378 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0624 loss: 1.0624 2022/06/14 20:01:44 - mmengine - INFO - Epoch(train) [5][3240/3757] lr: 5.000e-03 eta: 3:54:12 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9932 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9086 loss: 0.9086 2022/06/14 20:01:51 - mmengine - INFO - Epoch(train) [5][3260/3757] lr: 5.000e-03 eta: 3:54:04 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.2993 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9644 loss: 0.9644 2022/06/14 20:01:59 - mmengine - INFO - Epoch(train) [5][3280/3757] lr: 5.000e-03 eta: 3:53:57 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.9457 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8572 loss: 0.8572 2022/06/14 20:02:06 - mmengine - INFO - Epoch(train) [5][3300/3757] lr: 5.000e-03 eta: 3:53:49 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.8555 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1008 loss: 1.1008 2022/06/14 20:02:13 - mmengine - INFO - Epoch(train) [5][3320/3757] lr: 5.000e-03 eta: 3:53:42 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.4718 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9462 loss: 0.9462 2022/06/14 20:02:21 - mmengine - INFO - Epoch(train) [5][3340/3757] lr: 5.000e-03 eta: 3:53:34 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.9217 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9894 loss: 0.9894 2022/06/14 20:02:28 - mmengine - INFO - Epoch(train) [5][3360/3757] lr: 5.000e-03 eta: 3:53:27 time: 0.364 data_time: 0.010 memory: 33358 grad_norm: 4.7540 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9071 loss: 0.9071 2022/06/14 20:02:36 - mmengine - INFO - Epoch(train) [5][3380/3757] lr: 5.000e-03 eta: 3:53:19 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 6.2335 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9926 loss: 0.9926 2022/06/14 20:02:43 - mmengine - INFO - Epoch(train) [5][3400/3757] lr: 5.000e-03 eta: 3:53:12 time: 0.403 data_time: 0.005 memory: 33358 grad_norm: 4.5878 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2744 loss: 1.2744 2022/06/14 20:02:50 - mmengine - INFO - Epoch(train) [5][3420/3757] lr: 5.000e-03 eta: 3:53:05 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.3797 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8226 loss: 0.8226 2022/06/14 20:02:58 - mmengine - INFO - Epoch(train) [5][3440/3757] lr: 5.000e-03 eta: 3:52:58 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5615 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0918 loss: 1.0918 2022/06/14 20:03:05 - mmengine - INFO - Epoch(train) [5][3460/3757] lr: 5.000e-03 eta: 3:52:50 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.2128 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7426 loss: 0.7426 2022/06/14 20:03:12 - mmengine - INFO - Epoch(train) [5][3480/3757] lr: 5.000e-03 eta: 3:52:42 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.6824 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8597 loss: 0.8597 2022/06/14 20:03:20 - mmengine - INFO - Epoch(train) [5][3500/3757] lr: 5.000e-03 eta: 3:52:35 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.4901 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9028 loss: 0.9028 2022/06/14 20:03:27 - mmengine - INFO - Epoch(train) [5][3520/3757] lr: 5.000e-03 eta: 3:52:28 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.6276 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7534 loss: 0.7534 2022/06/14 20:03:34 - mmengine - INFO - Epoch(train) [5][3540/3757] lr: 5.000e-03 eta: 3:52:20 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5891 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9287 loss: 0.9287 2022/06/14 20:03:42 - mmengine - INFO - Epoch(train) [5][3560/3757] lr: 5.000e-03 eta: 3:52:13 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 4.0810 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9652 loss: 0.9652 2022/06/14 20:03:49 - mmengine - INFO - Epoch(train) [5][3580/3757] lr: 5.000e-03 eta: 3:52:06 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.1962 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8092 loss: 0.8092 2022/06/14 20:03:57 - mmengine - INFO - Epoch(train) [5][3600/3757] lr: 5.000e-03 eta: 3:51:58 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.6398 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9843 loss: 0.9843 2022/06/14 20:04:04 - mmengine - INFO - Epoch(train) [5][3620/3757] lr: 5.000e-03 eta: 3:51:51 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.3535 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0727 loss: 1.0727 2022/06/14 20:04:11 - mmengine - INFO - Epoch(train) [5][3640/3757] lr: 5.000e-03 eta: 3:51:43 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.1582 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 0.9831 loss: 0.9831 2022/06/14 20:04:19 - mmengine - INFO - Epoch(train) [5][3660/3757] lr: 5.000e-03 eta: 3:51:36 time: 0.358 data_time: 0.018 memory: 33358 grad_norm: 4.7695 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9131 loss: 0.9131 2022/06/14 20:04:26 - mmengine - INFO - Epoch(train) [5][3680/3757] lr: 5.000e-03 eta: 3:51:29 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.5978 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8470 loss: 0.8470 2022/06/14 20:04:34 - mmengine - INFO - Epoch(train) [5][3700/3757] lr: 5.000e-03 eta: 3:51:22 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 5.5202 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8658 loss: 0.8658 2022/06/14 20:04:41 - mmengine - INFO - Epoch(train) [5][3720/3757] lr: 5.000e-03 eta: 3:51:14 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.5469 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2574 loss: 1.2574 2022/06/14 20:04:49 - mmengine - INFO - Epoch(train) [5][3740/3757] lr: 5.000e-03 eta: 3:51:07 time: 0.355 data_time: 0.005 memory: 33358 grad_norm: 4.6611 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9861 loss: 0.9861 2022/06/14 20:04:55 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:04:55 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/06/14 20:05:09 - mmengine - INFO - Epoch(val) [5][20/310] eta: 0:01:43 time: 0.123 data_time: 0.001 memory: 33358 2022/06/14 20:05:13 - mmengine - INFO - Epoch(val) [5][40/310] eta: 0:01:35 time: 0.158 data_time: 0.041 memory: 3465 2022/06/14 20:05:18 - mmengine - INFO - Epoch(val) [5][60/310] eta: 0:00:30 time: 0.116 data_time: 0.002 memory: 3465 2022/06/14 20:05:22 - mmengine - INFO - Epoch(val) [5][80/310] eta: 0:00:27 time: 0.116 data_time: 0.002 memory: 3465 2022/06/14 20:05:30 - mmengine - INFO - Epoch(val) [5][100/310] eta: 0:01:11 time: 0.128 data_time: 0.002 memory: 3465 2022/06/14 20:05:35 - mmengine - INFO - Epoch(val) [5][120/310] eta: 0:01:12 time: 0.119 data_time: 0.001 memory: 3465 2022/06/14 20:05:39 - mmengine - INFO - Epoch(val) [5][140/310] eta: 0:00:26 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 20:05:44 - mmengine - INFO - Epoch(val) [5][160/310] eta: 0:00:18 time: 0.117 data_time: 0.002 memory: 3465 2022/06/14 20:05:51 - mmengine - INFO - Epoch(val) [5][180/310] eta: 0:00:46 time: 0.129 data_time: 0.003 memory: 3465 2022/06/14 20:05:56 - mmengine - INFO - Epoch(val) [5][200/310] eta: 0:00:36 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 20:06:00 - mmengine - INFO - Epoch(val) [5][220/310] eta: 0:00:10 time: 0.114 data_time: 0.002 memory: 3465 2022/06/14 20:06:05 - mmengine - INFO - Epoch(val) [5][240/310] eta: 0:00:08 time: 0.117 data_time: 0.002 memory: 3465 2022/06/14 20:06:12 - mmengine - INFO - Epoch(val) [5][260/310] eta: 0:00:17 time: 0.127 data_time: 0.002 memory: 3465 2022/06/14 20:06:16 - mmengine - INFO - Epoch(val) [5][280/310] eta: 0:00:07 time: 0.117 data_time: 0.001 memory: 3465 2022/06/14 20:06:18 - mmengine - INFO - Epoch(val) [5][300/310] eta: 0:00:01 time: 0.112 data_time: 0.001 memory: 3465 2022/06/14 20:06:20 - mmengine - INFO - Epoch(val) [5][310/310] acc/top1: 0.7289 acc/top5: 0.9106 acc/mean1: 0.7287 2022/06/14 20:06:32 - mmengine - INFO - Epoch(train) [6][20/3757] lr: 5.000e-04 eta: 3:50:57 time: 0.370 data_time: 0.002 memory: 33358 grad_norm: 4.7718 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9157 loss: 0.9157 2022/06/14 20:06:39 - mmengine - INFO - Epoch(train) [6][40/3757] lr: 5.000e-04 eta: 3:50:50 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.9292 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3235 loss: 1.3235 2022/06/14 20:06:47 - mmengine - INFO - Epoch(train) [6][60/3757] lr: 5.000e-04 eta: 3:50:42 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.1513 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9232 loss: 0.9232 2022/06/14 20:06:54 - mmengine - INFO - Epoch(train) [6][80/3757] lr: 5.000e-04 eta: 3:50:35 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 5.3793 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7047 loss: 0.7047 2022/06/14 20:07:01 - mmengine - INFO - Epoch(train) [6][100/3757] lr: 5.000e-04 eta: 3:50:27 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5563 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7290 loss: 0.7290 2022/06/14 20:07:09 - mmengine - INFO - Epoch(train) [6][120/3757] lr: 5.000e-04 eta: 3:50:20 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.1341 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7978 loss: 0.7978 2022/06/14 20:07:16 - mmengine - INFO - Epoch(train) [6][140/3757] lr: 5.000e-04 eta: 3:50:12 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.4574 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0339 loss: 1.0339 2022/06/14 20:07:23 - mmengine - INFO - Epoch(train) [6][160/3757] lr: 5.000e-04 eta: 3:50:05 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.2428 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0112 loss: 1.0112 2022/06/14 20:07:31 - mmengine - INFO - Epoch(train) [6][180/3757] lr: 5.000e-04 eta: 3:49:57 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.9476 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9494 loss: 0.9494 2022/06/14 20:07:38 - mmengine - INFO - Epoch(train) [6][200/3757] lr: 5.000e-04 eta: 3:49:50 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 4.7892 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7597 loss: 0.7597 2022/06/14 20:07:43 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:07:45 - mmengine - INFO - Epoch(train) [6][220/3757] lr: 5.000e-04 eta: 3:49:42 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.1986 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8003 loss: 0.8003 2022/06/14 20:07:53 - mmengine - INFO - Epoch(train) [6][240/3757] lr: 5.000e-04 eta: 3:49:34 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 3.8789 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8815 loss: 0.8815 2022/06/14 20:08:00 - mmengine - INFO - Epoch(train) [6][260/3757] lr: 5.000e-04 eta: 3:49:27 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 4.7202 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1148 loss: 1.1148 2022/06/14 20:08:07 - mmengine - INFO - Epoch(train) [6][280/3757] lr: 5.000e-04 eta: 3:49:20 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.0911 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5126 loss: 0.5126 2022/06/14 20:08:15 - mmengine - INFO - Epoch(train) [6][300/3757] lr: 5.000e-04 eta: 3:49:12 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.0014 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7750 loss: 0.7750 2022/06/14 20:08:22 - mmengine - INFO - Epoch(train) [6][320/3757] lr: 5.000e-04 eta: 3:49:05 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.3346 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1285 loss: 1.1285 2022/06/14 20:08:29 - mmengine - INFO - Epoch(train) [6][340/3757] lr: 5.000e-04 eta: 3:48:57 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.4251 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8776 loss: 0.8776 2022/06/14 20:08:37 - mmengine - INFO - Epoch(train) [6][360/3757] lr: 5.000e-04 eta: 3:48:50 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7103 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8549 loss: 0.8549 2022/06/14 20:08:44 - mmengine - INFO - Epoch(train) [6][380/3757] lr: 5.000e-04 eta: 3:48:42 time: 0.409 data_time: 0.017 memory: 33358 grad_norm: 4.6022 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9392 loss: 0.9392 2022/06/14 20:08:51 - mmengine - INFO - Epoch(train) [6][400/3757] lr: 5.000e-04 eta: 3:48:35 time: 0.362 data_time: 0.014 memory: 33358 grad_norm: 4.3573 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9449 loss: 0.9449 2022/06/14 20:08:59 - mmengine - INFO - Epoch(train) [6][420/3757] lr: 5.000e-04 eta: 3:48:28 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.4147 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7402 loss: 0.7402 2022/06/14 20:09:06 - mmengine - INFO - Epoch(train) [6][440/3757] lr: 5.000e-04 eta: 3:48:20 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 3.2190 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7779 loss: 0.7779 2022/06/14 20:09:14 - mmengine - INFO - Epoch(train) [6][460/3757] lr: 5.000e-04 eta: 3:48:13 time: 0.508 data_time: 0.002 memory: 33358 grad_norm: 4.7328 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5355 loss: 0.5355 2022/06/14 20:09:21 - mmengine - INFO - Epoch(train) [6][480/3757] lr: 5.000e-04 eta: 3:48:06 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2803 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7233 loss: 0.7233 2022/06/14 20:09:28 - mmengine - INFO - Epoch(train) [6][500/3757] lr: 5.000e-04 eta: 3:47:58 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.1567 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8593 loss: 0.8593 2022/06/14 20:09:36 - mmengine - INFO - Epoch(train) [6][520/3757] lr: 5.000e-04 eta: 3:47:51 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5734 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7951 loss: 0.7951 2022/06/14 20:09:43 - mmengine - INFO - Epoch(train) [6][540/3757] lr: 5.000e-04 eta: 3:47:43 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.6190 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8241 loss: 0.8241 2022/06/14 20:09:51 - mmengine - INFO - Epoch(train) [6][560/3757] lr: 5.000e-04 eta: 3:47:36 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7840 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9042 loss: 0.9042 2022/06/14 20:09:58 - mmengine - INFO - Epoch(train) [6][580/3757] lr: 5.000e-04 eta: 3:47:29 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.2889 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6862 loss: 0.6862 2022/06/14 20:10:06 - mmengine - INFO - Epoch(train) [6][600/3757] lr: 5.000e-04 eta: 3:47:22 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.6411 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8843 loss: 0.8843 2022/06/14 20:10:13 - mmengine - INFO - Epoch(train) [6][620/3757] lr: 5.000e-04 eta: 3:47:14 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 5.3109 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7855 loss: 0.7855 2022/06/14 20:10:20 - mmengine - INFO - Epoch(train) [6][640/3757] lr: 5.000e-04 eta: 3:47:07 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.2077 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7361 loss: 0.7361 2022/06/14 20:10:28 - mmengine - INFO - Epoch(train) [6][660/3757] lr: 5.000e-04 eta: 3:47:00 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.7099 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7815 loss: 0.7815 2022/06/14 20:10:35 - mmengine - INFO - Epoch(train) [6][680/3757] lr: 5.000e-04 eta: 3:46:53 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.9589 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7736 loss: 0.7736 2022/06/14 20:10:43 - mmengine - INFO - Epoch(train) [6][700/3757] lr: 5.000e-04 eta: 3:46:45 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8226 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6733 loss: 0.6733 2022/06/14 20:10:50 - mmengine - INFO - Epoch(train) [6][720/3757] lr: 5.000e-04 eta: 3:46:38 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9859 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7155 loss: 0.7155 2022/06/14 20:10:57 - mmengine - INFO - Epoch(train) [6][740/3757] lr: 5.000e-04 eta: 3:46:31 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.3078 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6338 loss: 0.6338 2022/06/14 20:11:05 - mmengine - INFO - Epoch(train) [6][760/3757] lr: 5.000e-04 eta: 3:46:23 time: 0.360 data_time: 0.015 memory: 33358 grad_norm: 3.7506 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5465 loss: 0.5465 2022/06/14 20:11:12 - mmengine - INFO - Epoch(train) [6][780/3757] lr: 5.000e-04 eta: 3:46:16 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.2213 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9685 loss: 0.9685 2022/06/14 20:11:20 - mmengine - INFO - Epoch(train) [6][800/3757] lr: 5.000e-04 eta: 3:46:09 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 3.8500 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5092 loss: 0.5092 2022/06/14 20:11:27 - mmengine - INFO - Epoch(train) [6][820/3757] lr: 5.000e-04 eta: 3:46:02 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.2562 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 0.6920 loss: 0.6920 2022/06/14 20:11:35 - mmengine - INFO - Epoch(train) [6][840/3757] lr: 5.000e-04 eta: 3:45:54 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4111 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7284 loss: 0.7284 2022/06/14 20:11:42 - mmengine - INFO - Epoch(train) [6][860/3757] lr: 5.000e-04 eta: 3:45:47 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.8817 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6016 loss: 0.6016 2022/06/14 20:11:49 - mmengine - INFO - Epoch(train) [6][880/3757] lr: 5.000e-04 eta: 3:45:39 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.2543 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8755 loss: 0.8755 2022/06/14 20:11:57 - mmengine - INFO - Epoch(train) [6][900/3757] lr: 5.000e-04 eta: 3:45:32 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.2712 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9837 loss: 0.9837 2022/06/14 20:12:04 - mmengine - INFO - Epoch(train) [6][920/3757] lr: 5.000e-04 eta: 3:45:24 time: 0.425 data_time: 0.005 memory: 33358 grad_norm: 4.7600 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7249 loss: 0.7249 2022/06/14 20:12:11 - mmengine - INFO - Epoch(train) [6][940/3757] lr: 5.000e-04 eta: 3:45:17 time: 0.363 data_time: 0.014 memory: 33358 grad_norm: 5.1018 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5707 loss: 0.5707 2022/06/14 20:12:19 - mmengine - INFO - Epoch(train) [6][960/3757] lr: 5.000e-04 eta: 3:45:09 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.6391 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3653 loss: 1.3653 2022/06/14 20:12:26 - mmengine - INFO - Epoch(train) [6][980/3757] lr: 5.000e-04 eta: 3:45:02 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.3616 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0896 loss: 1.0896 2022/06/14 20:12:33 - mmengine - INFO - Epoch(train) [6][1000/3757] lr: 5.000e-04 eta: 3:44:54 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.6202 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8871 loss: 0.8871 2022/06/14 20:12:41 - mmengine - INFO - Epoch(train) [6][1020/3757] lr: 5.000e-04 eta: 3:44:47 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.5504 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9343 loss: 0.9343 2022/06/14 20:12:48 - mmengine - INFO - Epoch(train) [6][1040/3757] lr: 5.000e-04 eta: 3:44:39 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.6658 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8350 loss: 0.8350 2022/06/14 20:12:55 - mmengine - INFO - Epoch(train) [6][1060/3757] lr: 5.000e-04 eta: 3:44:32 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 4.2472 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8484 loss: 0.8484 2022/06/14 20:13:03 - mmengine - INFO - Epoch(train) [6][1080/3757] lr: 5.000e-04 eta: 3:44:24 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5504 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7349 loss: 0.7349 2022/06/14 20:13:10 - mmengine - INFO - Epoch(train) [6][1100/3757] lr: 5.000e-04 eta: 3:44:17 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.3344 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8410 loss: 0.8410 2022/06/14 20:13:17 - mmengine - INFO - Epoch(train) [6][1120/3757] lr: 5.000e-04 eta: 3:44:09 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 5.6001 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6885 loss: 0.6885 2022/06/14 20:13:25 - mmengine - INFO - Epoch(train) [6][1140/3757] lr: 5.000e-04 eta: 3:44:02 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5736 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9460 loss: 0.9460 2022/06/14 20:13:32 - mmengine - INFO - Epoch(train) [6][1160/3757] lr: 5.000e-04 eta: 3:43:55 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9593 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6880 loss: 0.6880 2022/06/14 20:13:39 - mmengine - INFO - Epoch(train) [6][1180/3757] lr: 5.000e-04 eta: 3:43:47 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6299 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6279 loss: 0.6279 2022/06/14 20:13:47 - mmengine - INFO - Epoch(train) [6][1200/3757] lr: 5.000e-04 eta: 3:43:40 time: 0.364 data_time: 0.021 memory: 33358 grad_norm: 5.5694 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6701 loss: 0.6701 2022/06/14 20:13:52 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:13:54 - mmengine - INFO - Epoch(train) [6][1220/3757] lr: 5.000e-04 eta: 3:43:32 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 4.5641 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8262 loss: 0.8262 2022/06/14 20:14:01 - mmengine - INFO - Epoch(train) [6][1240/3757] lr: 5.000e-04 eta: 3:43:25 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.9139 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9568 loss: 0.9568 2022/06/14 20:14:09 - mmengine - INFO - Epoch(train) [6][1260/3757] lr: 5.000e-04 eta: 3:43:17 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6045 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9983 loss: 0.9983 2022/06/14 20:14:16 - mmengine - INFO - Epoch(train) [6][1280/3757] lr: 5.000e-04 eta: 3:43:10 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.2834 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8154 loss: 0.8154 2022/06/14 20:14:23 - mmengine - INFO - Epoch(train) [6][1300/3757] lr: 5.000e-04 eta: 3:43:03 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.3102 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7594 loss: 0.7594 2022/06/14 20:14:31 - mmengine - INFO - Epoch(train) [6][1320/3757] lr: 5.000e-04 eta: 3:42:55 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.1096 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1127 loss: 1.1127 2022/06/14 20:14:38 - mmengine - INFO - Epoch(train) [6][1340/3757] lr: 5.000e-04 eta: 3:42:48 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 5.0796 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6098 loss: 0.6098 2022/06/14 20:14:46 - mmengine - INFO - Epoch(train) [6][1360/3757] lr: 5.000e-04 eta: 3:42:41 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.2914 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6364 loss: 0.6364 2022/06/14 20:14:53 - mmengine - INFO - Epoch(train) [6][1380/3757] lr: 5.000e-04 eta: 3:42:33 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 6.3634 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8616 loss: 0.8616 2022/06/14 20:15:00 - mmengine - INFO - Epoch(train) [6][1400/3757] lr: 5.000e-04 eta: 3:42:26 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.5188 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7255 loss: 0.7255 2022/06/14 20:15:08 - mmengine - INFO - Epoch(train) [6][1420/3757] lr: 5.000e-04 eta: 3:42:18 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 4.4632 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4079 loss: 0.4079 2022/06/14 20:15:15 - mmengine - INFO - Epoch(train) [6][1440/3757] lr: 5.000e-04 eta: 3:42:11 time: 0.363 data_time: 0.035 memory: 33358 grad_norm: 5.0611 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7009 loss: 0.7009 2022/06/14 20:15:22 - mmengine - INFO - Epoch(train) [6][1460/3757] lr: 5.000e-04 eta: 3:42:03 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8374 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8899 loss: 0.8899 2022/06/14 20:15:30 - mmengine - INFO - Epoch(train) [6][1480/3757] lr: 5.000e-04 eta: 3:41:56 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.1071 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7475 loss: 0.7475 2022/06/14 20:15:37 - mmengine - INFO - Epoch(train) [6][1500/3757] lr: 5.000e-04 eta: 3:41:49 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.1835 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7245 loss: 0.7245 2022/06/14 20:15:45 - mmengine - INFO - Epoch(train) [6][1520/3757] lr: 5.000e-04 eta: 3:41:41 time: 0.390 data_time: 0.027 memory: 33358 grad_norm: 5.9823 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7692 loss: 0.7692 2022/06/14 20:15:52 - mmengine - INFO - Epoch(train) [6][1540/3757] lr: 5.000e-04 eta: 3:41:34 time: 0.366 data_time: 0.007 memory: 33358 grad_norm: 4.1517 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5711 loss: 0.5711 2022/06/14 20:15:59 - mmengine - INFO - Epoch(train) [6][1560/3757] lr: 5.000e-04 eta: 3:41:26 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.1936 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7246 loss: 0.7246 2022/06/14 20:16:06 - mmengine - INFO - Epoch(train) [6][1580/3757] lr: 5.000e-04 eta: 3:41:19 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.9424 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7951 loss: 0.7951 2022/06/14 20:16:14 - mmengine - INFO - Epoch(train) [6][1600/3757] lr: 5.000e-04 eta: 3:41:11 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.0634 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7093 loss: 0.7093 2022/06/14 20:16:21 - mmengine - INFO - Epoch(train) [6][1620/3757] lr: 5.000e-04 eta: 3:41:04 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5660 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8787 loss: 0.8787 2022/06/14 20:16:28 - mmengine - INFO - Epoch(train) [6][1640/3757] lr: 5.000e-04 eta: 3:40:56 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.7553 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0187 loss: 1.0187 2022/06/14 20:16:36 - mmengine - INFO - Epoch(train) [6][1660/3757] lr: 5.000e-04 eta: 3:40:49 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 4.6822 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0113 loss: 1.0113 2022/06/14 20:16:43 - mmengine - INFO - Epoch(train) [6][1680/3757] lr: 5.000e-04 eta: 3:40:41 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.0974 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4617 loss: 0.4617 2022/06/14 20:16:50 - mmengine - INFO - Epoch(train) [6][1700/3757] lr: 5.000e-04 eta: 3:40:34 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.6197 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6485 loss: 0.6485 2022/06/14 20:16:58 - mmengine - INFO - Epoch(train) [6][1720/3757] lr: 5.000e-04 eta: 3:40:26 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.4624 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9127 loss: 0.9127 2022/06/14 20:17:05 - mmengine - INFO - Epoch(train) [6][1740/3757] lr: 5.000e-04 eta: 3:40:19 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1746 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9274 loss: 0.9274 2022/06/14 20:17:12 - mmengine - INFO - Epoch(train) [6][1760/3757] lr: 5.000e-04 eta: 3:40:11 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.4366 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6479 loss: 0.6479 2022/06/14 20:17:20 - mmengine - INFO - Epoch(train) [6][1780/3757] lr: 5.000e-04 eta: 3:40:04 time: 0.366 data_time: 0.011 memory: 33358 grad_norm: 3.9677 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8210 loss: 0.8210 2022/06/14 20:17:27 - mmengine - INFO - Epoch(train) [6][1800/3757] lr: 5.000e-04 eta: 3:39:57 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.6855 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9284 loss: 0.9284 2022/06/14 20:17:35 - mmengine - INFO - Epoch(train) [6][1820/3757] lr: 5.000e-04 eta: 3:39:49 time: 0.382 data_time: 0.011 memory: 33358 grad_norm: 4.2227 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8461 loss: 0.8461 2022/06/14 20:17:42 - mmengine - INFO - Epoch(train) [6][1840/3757] lr: 5.000e-04 eta: 3:39:42 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.2811 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5973 loss: 0.5973 2022/06/14 20:17:49 - mmengine - INFO - Epoch(train) [6][1860/3757] lr: 5.000e-04 eta: 3:39:34 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.6122 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8491 loss: 0.8491 2022/06/14 20:17:57 - mmengine - INFO - Epoch(train) [6][1880/3757] lr: 5.000e-04 eta: 3:39:27 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.2410 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8877 loss: 0.8877 2022/06/14 20:18:04 - mmengine - INFO - Epoch(train) [6][1900/3757] lr: 5.000e-04 eta: 3:39:20 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.6087 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0784 loss: 1.0784 2022/06/14 20:18:11 - mmengine - INFO - Epoch(train) [6][1920/3757] lr: 5.000e-04 eta: 3:39:12 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.7210 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9332 loss: 0.9332 2022/06/14 20:18:19 - mmengine - INFO - Epoch(train) [6][1940/3757] lr: 5.000e-04 eta: 3:39:05 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.3607 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2496 loss: 1.2496 2022/06/14 20:18:26 - mmengine - INFO - Epoch(train) [6][1960/3757] lr: 5.000e-04 eta: 3:38:58 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.0815 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8709 loss: 0.8709 2022/06/14 20:18:34 - mmengine - INFO - Epoch(train) [6][1980/3757] lr: 5.000e-04 eta: 3:38:50 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.1690 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7851 loss: 0.7851 2022/06/14 20:18:41 - mmengine - INFO - Epoch(train) [6][2000/3757] lr: 5.000e-04 eta: 3:38:43 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.6893 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1066 loss: 1.1066 2022/06/14 20:18:48 - mmengine - INFO - Epoch(train) [6][2020/3757] lr: 5.000e-04 eta: 3:38:36 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.5056 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6517 loss: 0.6517 2022/06/14 20:18:56 - mmengine - INFO - Epoch(train) [6][2040/3757] lr: 5.000e-04 eta: 3:38:28 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3144 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7925 loss: 0.7925 2022/06/14 20:19:03 - mmengine - INFO - Epoch(train) [6][2060/3757] lr: 5.000e-04 eta: 3:38:21 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.6536 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9321 loss: 0.9321 2022/06/14 20:19:10 - mmengine - INFO - Epoch(train) [6][2080/3757] lr: 5.000e-04 eta: 3:38:13 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.8972 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1615 loss: 1.1615 2022/06/14 20:19:18 - mmengine - INFO - Epoch(train) [6][2100/3757] lr: 5.000e-04 eta: 3:38:06 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 6.6111 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7135 loss: 0.7135 2022/06/14 20:19:25 - mmengine - INFO - Epoch(train) [6][2120/3757] lr: 5.000e-04 eta: 3:37:58 time: 0.411 data_time: 0.024 memory: 33358 grad_norm: 4.4523 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6217 loss: 0.6217 2022/06/14 20:19:32 - mmengine - INFO - Epoch(train) [6][2140/3757] lr: 5.000e-04 eta: 3:37:51 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 3.5698 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7177 loss: 0.7177 2022/06/14 20:19:40 - mmengine - INFO - Epoch(train) [6][2160/3757] lr: 5.000e-04 eta: 3:37:44 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.6359 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5735 loss: 0.5735 2022/06/14 20:19:47 - mmengine - INFO - Epoch(train) [6][2180/3757] lr: 5.000e-04 eta: 3:37:36 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.6973 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8269 loss: 0.8269 2022/06/14 20:19:55 - mmengine - INFO - Epoch(train) [6][2200/3757] lr: 5.000e-04 eta: 3:37:29 time: 0.372 data_time: 0.005 memory: 33358 grad_norm: 3.9859 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8677 loss: 0.8677 2022/06/14 20:20:00 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:20:02 - mmengine - INFO - Epoch(train) [6][2220/3757] lr: 5.000e-04 eta: 3:37:21 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.5291 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8248 loss: 0.8248 2022/06/14 20:20:09 - mmengine - INFO - Epoch(train) [6][2240/3757] lr: 5.000e-04 eta: 3:37:14 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.9614 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8295 loss: 0.8295 2022/06/14 20:20:17 - mmengine - INFO - Epoch(train) [6][2260/3757] lr: 5.000e-04 eta: 3:37:07 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.2117 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6275 loss: 0.6275 2022/06/14 20:20:24 - mmengine - INFO - Epoch(train) [6][2280/3757] lr: 5.000e-04 eta: 3:36:59 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.8739 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7977 loss: 0.7977 2022/06/14 20:20:31 - mmengine - INFO - Epoch(train) [6][2300/3757] lr: 5.000e-04 eta: 3:36:52 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4043 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6387 loss: 0.6387 2022/06/14 20:20:39 - mmengine - INFO - Epoch(train) [6][2320/3757] lr: 5.000e-04 eta: 3:36:44 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.3850 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7770 loss: 0.7770 2022/06/14 20:20:46 - mmengine - INFO - Epoch(train) [6][2340/3757] lr: 5.000e-04 eta: 3:36:37 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.4162 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5852 loss: 0.5852 2022/06/14 20:20:53 - mmengine - INFO - Epoch(train) [6][2360/3757] lr: 5.000e-04 eta: 3:36:29 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.6966 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7038 loss: 0.7038 2022/06/14 20:21:01 - mmengine - INFO - Epoch(train) [6][2380/3757] lr: 5.000e-04 eta: 3:36:22 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.8078 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7074 loss: 0.7074 2022/06/14 20:21:08 - mmengine - INFO - Epoch(train) [6][2400/3757] lr: 5.000e-04 eta: 3:36:14 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.0569 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8873 loss: 0.8873 2022/06/14 20:21:15 - mmengine - INFO - Epoch(train) [6][2420/3757] lr: 5.000e-04 eta: 3:36:07 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9617 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0093 loss: 1.0093 2022/06/14 20:21:23 - mmengine - INFO - Epoch(train) [6][2440/3757] lr: 5.000e-04 eta: 3:36:00 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.1355 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7060 loss: 0.7060 2022/06/14 20:21:30 - mmengine - INFO - Epoch(train) [6][2460/3757] lr: 5.000e-04 eta: 3:35:52 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.5745 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7419 loss: 0.7419 2022/06/14 20:21:37 - mmengine - INFO - Epoch(train) [6][2480/3757] lr: 5.000e-04 eta: 3:35:45 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 4.0938 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5867 loss: 0.5867 2022/06/14 20:21:45 - mmengine - INFO - Epoch(train) [6][2500/3757] lr: 5.000e-04 eta: 3:35:37 time: 0.423 data_time: 0.005 memory: 33358 grad_norm: 4.0300 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8626 loss: 0.8626 2022/06/14 20:21:52 - mmengine - INFO - Epoch(train) [6][2520/3757] lr: 5.000e-04 eta: 3:35:30 time: 0.360 data_time: 0.005 memory: 33358 grad_norm: 4.0676 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 0.8926 loss: 0.8926 2022/06/14 20:22:00 - mmengine - INFO - Epoch(train) [6][2540/3757] lr: 5.000e-04 eta: 3:35:23 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.3624 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5750 loss: 0.5750 2022/06/14 20:22:07 - mmengine - INFO - Epoch(train) [6][2560/3757] lr: 5.000e-04 eta: 3:35:16 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.2948 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8753 loss: 0.8753 2022/06/14 20:22:14 - mmengine - INFO - Epoch(train) [6][2580/3757] lr: 5.000e-04 eta: 3:35:08 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9501 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6583 loss: 0.6583 2022/06/14 20:22:22 - mmengine - INFO - Epoch(train) [6][2600/3757] lr: 5.000e-04 eta: 3:35:01 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.7789 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7751 loss: 0.7751 2022/06/14 20:22:29 - mmengine - INFO - Epoch(train) [6][2620/3757] lr: 5.000e-04 eta: 3:34:53 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 2.9643 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8120 loss: 0.8120 2022/06/14 20:22:37 - mmengine - INFO - Epoch(train) [6][2640/3757] lr: 5.000e-04 eta: 3:34:46 time: 0.364 data_time: 0.010 memory: 33358 grad_norm: 4.4299 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5926 loss: 0.5926 2022/06/14 20:22:44 - mmengine - INFO - Epoch(train) [6][2660/3757] lr: 5.000e-04 eta: 3:34:38 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.6523 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7394 loss: 0.7394 2022/06/14 20:22:51 - mmengine - INFO - Epoch(train) [6][2680/3757] lr: 5.000e-04 eta: 3:34:31 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.9945 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8936 loss: 0.8936 2022/06/14 20:22:59 - mmengine - INFO - Epoch(train) [6][2700/3757] lr: 5.000e-04 eta: 3:34:23 time: 0.368 data_time: 0.009 memory: 33358 grad_norm: 3.9909 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6797 loss: 0.6797 2022/06/14 20:23:06 - mmengine - INFO - Epoch(train) [6][2720/3757] lr: 5.000e-04 eta: 3:34:16 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.5187 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1775 loss: 1.1775 2022/06/14 20:23:13 - mmengine - INFO - Epoch(train) [6][2740/3757] lr: 5.000e-04 eta: 3:34:09 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.4038 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9360 loss: 0.9360 2022/06/14 20:23:21 - mmengine - INFO - Epoch(train) [6][2760/3757] lr: 5.000e-04 eta: 3:34:02 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.9583 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5303 loss: 0.5303 2022/06/14 20:23:28 - mmengine - INFO - Epoch(train) [6][2780/3757] lr: 5.000e-04 eta: 3:33:54 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.5756 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0551 loss: 1.0551 2022/06/14 20:23:36 - mmengine - INFO - Epoch(train) [6][2800/3757] lr: 5.000e-04 eta: 3:33:47 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.3067 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7746 loss: 0.7746 2022/06/14 20:23:43 - mmengine - INFO - Epoch(train) [6][2820/3757] lr: 5.000e-04 eta: 3:33:40 time: 0.371 data_time: 0.038 memory: 33358 grad_norm: 4.9973 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7162 loss: 0.7162 2022/06/14 20:23:50 - mmengine - INFO - Epoch(train) [6][2840/3757] lr: 5.000e-04 eta: 3:33:32 time: 0.362 data_time: 0.003 memory: 33358 grad_norm: 5.4339 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8371 loss: 0.8371 2022/06/14 20:23:58 - mmengine - INFO - Epoch(train) [6][2860/3757] lr: 5.000e-04 eta: 3:33:25 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 6.0938 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5616 loss: 0.5616 2022/06/14 20:24:05 - mmengine - INFO - Epoch(train) [6][2880/3757] lr: 5.000e-04 eta: 3:33:17 time: 0.426 data_time: 0.005 memory: 33358 grad_norm: 3.9102 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0138 loss: 1.0138 2022/06/14 20:24:12 - mmengine - INFO - Epoch(train) [6][2900/3757] lr: 5.000e-04 eta: 3:33:10 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.1558 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5332 loss: 0.5332 2022/06/14 20:24:20 - mmengine - INFO - Epoch(train) [6][2920/3757] lr: 5.000e-04 eta: 3:33:03 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.2763 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1573 loss: 1.1573 2022/06/14 20:24:27 - mmengine - INFO - Epoch(train) [6][2940/3757] lr: 5.000e-04 eta: 3:32:55 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3254 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8290 loss: 0.8290 2022/06/14 20:24:35 - mmengine - INFO - Epoch(train) [6][2960/3757] lr: 5.000e-04 eta: 3:32:48 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.0430 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5928 loss: 0.5928 2022/06/14 20:24:42 - mmengine - INFO - Epoch(train) [6][2980/3757] lr: 5.000e-04 eta: 3:32:40 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.1909 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8516 loss: 0.8516 2022/06/14 20:24:49 - mmengine - INFO - Epoch(train) [6][3000/3757] lr: 5.000e-04 eta: 3:32:33 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.7690 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9691 loss: 0.9691 2022/06/14 20:24:57 - mmengine - INFO - Epoch(train) [6][3020/3757] lr: 5.000e-04 eta: 3:32:26 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.2674 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9065 loss: 0.9065 2022/06/14 20:25:04 - mmengine - INFO - Epoch(train) [6][3040/3757] lr: 5.000e-04 eta: 3:32:18 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.6067 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8695 loss: 0.8695 2022/06/14 20:25:11 - mmengine - INFO - Epoch(train) [6][3060/3757] lr: 5.000e-04 eta: 3:32:11 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.0184 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9038 loss: 0.9038 2022/06/14 20:25:19 - mmengine - INFO - Epoch(train) [6][3080/3757] lr: 5.000e-04 eta: 3:32:03 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 4.6477 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5814 loss: 0.5814 2022/06/14 20:25:26 - mmengine - INFO - Epoch(train) [6][3100/3757] lr: 5.000e-04 eta: 3:31:56 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1763 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1337 loss: 1.1337 2022/06/14 20:25:34 - mmengine - INFO - Epoch(train) [6][3120/3757] lr: 5.000e-04 eta: 3:31:48 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.7999 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0043 loss: 1.0043 2022/06/14 20:25:41 - mmengine - INFO - Epoch(train) [6][3140/3757] lr: 5.000e-04 eta: 3:31:41 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.4096 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7505 loss: 0.7505 2022/06/14 20:25:48 - mmengine - INFO - Epoch(train) [6][3160/3757] lr: 5.000e-04 eta: 3:31:34 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 4.9564 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8458 loss: 0.8458 2022/06/14 20:25:56 - mmengine - INFO - Epoch(train) [6][3180/3757] lr: 5.000e-04 eta: 3:31:26 time: 0.380 data_time: 0.002 memory: 33358 grad_norm: 3.6055 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7241 loss: 0.7241 2022/06/14 20:26:03 - mmengine - INFO - Epoch(train) [6][3200/3757] lr: 5.000e-04 eta: 3:31:19 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.4969 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8430 loss: 0.8430 2022/06/14 20:26:09 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:26:10 - mmengine - INFO - Epoch(train) [6][3220/3757] lr: 5.000e-04 eta: 3:31:12 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1899 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6031 loss: 0.6031 2022/06/14 20:26:18 - mmengine - INFO - Epoch(train) [6][3240/3757] lr: 5.000e-04 eta: 3:31:04 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 4.4273 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0704 loss: 1.0704 2022/06/14 20:26:25 - mmengine - INFO - Epoch(train) [6][3260/3757] lr: 5.000e-04 eta: 3:30:57 time: 0.376 data_time: 0.005 memory: 33358 grad_norm: 5.0629 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7538 loss: 0.7538 2022/06/14 20:26:32 - mmengine - INFO - Epoch(train) [6][3280/3757] lr: 5.000e-04 eta: 3:30:49 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 3.9206 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7339 loss: 0.7339 2022/06/14 20:26:40 - mmengine - INFO - Epoch(train) [6][3300/3757] lr: 5.000e-04 eta: 3:30:42 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.6082 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8209 loss: 0.8209 2022/06/14 20:26:47 - mmengine - INFO - Epoch(train) [6][3320/3757] lr: 5.000e-04 eta: 3:30:34 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4023 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7447 loss: 0.7447 2022/06/14 20:26:54 - mmengine - INFO - Epoch(train) [6][3340/3757] lr: 5.000e-04 eta: 3:30:27 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1323 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8736 loss: 0.8736 2022/06/14 20:27:02 - mmengine - INFO - Epoch(train) [6][3360/3757] lr: 5.000e-04 eta: 3:30:20 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.4477 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6533 loss: 0.6533 2022/06/14 20:27:09 - mmengine - INFO - Epoch(train) [6][3380/3757] lr: 5.000e-04 eta: 3:30:12 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.0499 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6691 loss: 0.6691 2022/06/14 20:27:17 - mmengine - INFO - Epoch(train) [6][3400/3757] lr: 5.000e-04 eta: 3:30:05 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7177 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9437 loss: 0.9437 2022/06/14 20:27:24 - mmengine - INFO - Epoch(train) [6][3420/3757] lr: 5.000e-04 eta: 3:29:58 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.3801 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7442 loss: 0.7442 2022/06/14 20:27:32 - mmengine - INFO - Epoch(train) [6][3440/3757] lr: 5.000e-04 eta: 3:29:51 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.2159 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8103 loss: 0.8103 2022/06/14 20:27:39 - mmengine - INFO - Epoch(train) [6][3460/3757] lr: 5.000e-04 eta: 3:29:43 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.0365 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7110 loss: 0.7110 2022/06/14 20:27:46 - mmengine - INFO - Epoch(train) [6][3480/3757] lr: 5.000e-04 eta: 3:29:36 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9014 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9602 loss: 0.9602 2022/06/14 20:27:54 - mmengine - INFO - Epoch(train) [6][3500/3757] lr: 5.000e-04 eta: 3:29:28 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.8220 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7319 loss: 0.7319 2022/06/14 20:28:01 - mmengine - INFO - Epoch(train) [6][3520/3757] lr: 5.000e-04 eta: 3:29:21 time: 0.361 data_time: 0.008 memory: 33358 grad_norm: 4.9409 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7168 loss: 0.7168 2022/06/14 20:28:09 - mmengine - INFO - Epoch(train) [6][3540/3757] lr: 5.000e-04 eta: 3:29:14 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.8185 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8414 loss: 0.8414 2022/06/14 20:28:16 - mmengine - INFO - Epoch(train) [6][3560/3757] lr: 5.000e-04 eta: 3:29:06 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.7332 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7920 loss: 0.7920 2022/06/14 20:28:23 - mmengine - INFO - Epoch(train) [6][3580/3757] lr: 5.000e-04 eta: 3:28:59 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.9970 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8271 loss: 0.8271 2022/06/14 20:28:31 - mmengine - INFO - Epoch(train) [6][3600/3757] lr: 5.000e-04 eta: 3:28:51 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.9590 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7905 loss: 0.7905 2022/06/14 20:28:38 - mmengine - INFO - Epoch(train) [6][3620/3757] lr: 5.000e-04 eta: 3:28:44 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.5324 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9736 loss: 0.9736 2022/06/14 20:28:45 - mmengine - INFO - Epoch(train) [6][3640/3757] lr: 5.000e-04 eta: 3:28:37 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.3813 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7333 loss: 0.7333 2022/06/14 20:28:53 - mmengine - INFO - Epoch(train) [6][3660/3757] lr: 5.000e-04 eta: 3:28:29 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.9616 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5949 loss: 0.5949 2022/06/14 20:29:00 - mmengine - INFO - Epoch(train) [6][3680/3757] lr: 5.000e-04 eta: 3:28:22 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.9753 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7531 loss: 0.7531 2022/06/14 20:29:07 - mmengine - INFO - Epoch(train) [6][3700/3757] lr: 5.000e-04 eta: 3:28:14 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.5716 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2305 loss: 1.2305 2022/06/14 20:29:15 - mmengine - INFO - Epoch(train) [6][3720/3757] lr: 5.000e-04 eta: 3:28:07 time: 0.363 data_time: 0.007 memory: 33358 grad_norm: 4.9955 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7229 loss: 0.7229 2022/06/14 20:29:22 - mmengine - INFO - Epoch(train) [6][3740/3757] lr: 5.000e-04 eta: 3:27:59 time: 0.356 data_time: 0.005 memory: 33358 grad_norm: 6.0202 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7621 loss: 0.7621 2022/06/14 20:29:28 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:29:37 - mmengine - INFO - Epoch(val) [6][20/310] eta: 0:01:44 time: 0.121 data_time: 0.003 memory: 33358 2022/06/14 20:29:41 - mmengine - INFO - Epoch(val) [6][40/310] eta: 0:01:29 time: 0.126 data_time: 0.002 memory: 3465 2022/06/14 20:29:46 - mmengine - INFO - Epoch(val) [6][60/310] eta: 0:00:32 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 20:29:51 - mmengine - INFO - Epoch(val) [6][80/310] eta: 0:00:29 time: 0.131 data_time: 0.006 memory: 3465 2022/06/14 20:29:58 - mmengine - INFO - Epoch(val) [6][100/310] eta: 0:01:06 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 20:30:03 - mmengine - INFO - Epoch(val) [6][120/310] eta: 0:01:09 time: 0.124 data_time: 0.003 memory: 3465 2022/06/14 20:30:07 - mmengine - INFO - Epoch(val) [6][140/310] eta: 0:00:24 time: 0.138 data_time: 0.020 memory: 3465 2022/06/14 20:30:12 - mmengine - INFO - Epoch(val) [6][160/310] eta: 0:00:19 time: 0.133 data_time: 0.007 memory: 3465 2022/06/14 20:30:19 - mmengine - INFO - Epoch(val) [6][180/310] eta: 0:00:43 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 20:30:24 - mmengine - INFO - Epoch(val) [6][200/310] eta: 0:00:37 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 20:30:28 - mmengine - INFO - Epoch(val) [6][220/310] eta: 0:00:10 time: 0.137 data_time: 0.013 memory: 3465 2022/06/14 20:30:33 - mmengine - INFO - Epoch(val) [6][240/310] eta: 0:00:08 time: 0.124 data_time: 0.005 memory: 3465 2022/06/14 20:30:40 - mmengine - INFO - Epoch(val) [6][260/310] eta: 0:00:16 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 20:30:45 - mmengine - INFO - Epoch(val) [6][280/310] eta: 0:00:11 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 20:30:49 - mmengine - INFO - Epoch(val) [6][300/310] eta: 0:00:01 time: 0.115 data_time: 0.001 memory: 3465 2022/06/14 20:30:52 - mmengine - INFO - Epoch(val) [6][310/310] acc/top1: 0.7523 acc/top5: 0.9235 acc/mean1: 0.7521 2022/06/14 20:31:04 - mmengine - INFO - Epoch(train) [7][20/3757] lr: 5.000e-04 eta: 3:27:48 time: 0.369 data_time: 0.021 memory: 33358 grad_norm: 4.3489 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4671 loss: 0.4671 2022/06/14 20:31:12 - mmengine - INFO - Epoch(train) [7][40/3757] lr: 5.000e-04 eta: 3:27:41 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.9793 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6367 loss: 0.6367 2022/06/14 20:31:19 - mmengine - INFO - Epoch(train) [7][60/3757] lr: 5.000e-04 eta: 3:27:34 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 5.8240 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8559 loss: 0.8559 2022/06/14 20:31:26 - mmengine - INFO - Epoch(train) [7][80/3757] lr: 5.000e-04 eta: 3:27:26 time: 0.380 data_time: 0.017 memory: 33358 grad_norm: 4.6707 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6990 loss: 0.6990 2022/06/14 20:31:33 - mmengine - INFO - Epoch(train) [7][100/3757] lr: 5.000e-04 eta: 3:27:19 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.9214 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7593 loss: 0.7593 2022/06/14 20:31:41 - mmengine - INFO - Epoch(train) [7][120/3757] lr: 5.000e-04 eta: 3:27:12 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.0855 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8039 loss: 0.8039 2022/06/14 20:31:48 - mmengine - INFO - Epoch(train) [7][140/3757] lr: 5.000e-04 eta: 3:27:04 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.6433 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1855 loss: 1.1855 2022/06/14 20:31:56 - mmengine - INFO - Epoch(train) [7][160/3757] lr: 5.000e-04 eta: 3:26:57 time: 0.375 data_time: 0.005 memory: 33358 grad_norm: 3.4916 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6646 loss: 0.6646 2022/06/14 20:32:03 - mmengine - INFO - Epoch(train) [7][180/3757] lr: 5.000e-04 eta: 3:26:49 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 5.0243 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7041 loss: 0.7041 2022/06/14 20:32:10 - mmengine - INFO - Epoch(train) [7][200/3757] lr: 5.000e-04 eta: 3:26:42 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.4255 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7759 loss: 0.7759 2022/06/14 20:32:18 - mmengine - INFO - Epoch(train) [7][220/3757] lr: 5.000e-04 eta: 3:26:34 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 4.3115 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8943 loss: 0.8943 2022/06/14 20:32:25 - mmengine - INFO - Epoch(train) [7][240/3757] lr: 5.000e-04 eta: 3:26:27 time: 0.359 data_time: 0.002 memory: 33358 grad_norm: 4.0769 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6062 loss: 0.6062 2022/06/14 20:32:32 - mmengine - INFO - Epoch(train) [7][260/3757] lr: 5.000e-04 eta: 3:26:19 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.3879 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7471 loss: 0.7471 2022/06/14 20:32:40 - mmengine - INFO - Epoch(train) [7][280/3757] lr: 5.000e-04 eta: 3:26:12 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.4687 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6599 loss: 0.6599 2022/06/14 20:32:47 - mmengine - INFO - Epoch(train) [7][300/3757] lr: 5.000e-04 eta: 3:26:05 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3702 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8806 loss: 0.8806 2022/06/14 20:32:54 - mmengine - INFO - Epoch(train) [7][320/3757] lr: 5.000e-04 eta: 3:25:57 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.3470 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7209 loss: 0.7209 2022/06/14 20:33:02 - mmengine - INFO - Epoch(train) [7][340/3757] lr: 5.000e-04 eta: 3:25:50 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.4085 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.5374 loss: 0.5374 2022/06/14 20:33:09 - mmengine - INFO - Epoch(train) [7][360/3757] lr: 5.000e-04 eta: 3:25:43 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.7082 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7126 loss: 0.7126 2022/06/14 20:33:17 - mmengine - INFO - Epoch(train) [7][380/3757] lr: 5.000e-04 eta: 3:25:36 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.9907 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6728 loss: 0.6728 2022/06/14 20:33:24 - mmengine - INFO - Epoch(train) [7][400/3757] lr: 5.000e-04 eta: 3:25:28 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 5.0286 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7024 loss: 0.7024 2022/06/14 20:33:31 - mmengine - INFO - Epoch(train) [7][420/3757] lr: 5.000e-04 eta: 3:25:21 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9410 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6559 loss: 0.6559 2022/06/14 20:33:39 - mmengine - INFO - Epoch(train) [7][440/3757] lr: 5.000e-04 eta: 3:25:14 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.5720 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6838 loss: 0.6838 2022/06/14 20:33:46 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:33:46 - mmengine - INFO - Epoch(train) [7][460/3757] lr: 5.000e-04 eta: 3:25:06 time: 0.523 data_time: 0.164 memory: 33358 grad_norm: 4.8904 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7392 loss: 0.7392 2022/06/14 20:33:54 - mmengine - INFO - Epoch(train) [7][480/3757] lr: 5.000e-04 eta: 3:24:59 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 6.1770 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0544 loss: 1.0544 2022/06/14 20:34:01 - mmengine - INFO - Epoch(train) [7][500/3757] lr: 5.000e-04 eta: 3:24:51 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.7631 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9443 loss: 0.9443 2022/06/14 20:34:09 - mmengine - INFO - Epoch(train) [7][520/3757] lr: 5.000e-04 eta: 3:24:44 time: 0.365 data_time: 0.043 memory: 33358 grad_norm: 5.0332 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6614 loss: 0.6614 2022/06/14 20:34:16 - mmengine - INFO - Epoch(train) [7][540/3757] lr: 5.000e-04 eta: 3:24:37 time: 0.400 data_time: 0.005 memory: 33358 grad_norm: 5.2745 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6649 loss: 0.6649 2022/06/14 20:34:23 - mmengine - INFO - Epoch(train) [7][560/3757] lr: 5.000e-04 eta: 3:24:29 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 3.4372 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8078 loss: 0.8078 2022/06/14 20:34:31 - mmengine - INFO - Epoch(train) [7][580/3757] lr: 5.000e-04 eta: 3:24:22 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.2380 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7824 loss: 0.7824 2022/06/14 20:34:38 - mmengine - INFO - Epoch(train) [7][600/3757] lr: 5.000e-04 eta: 3:24:15 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.1676 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5642 loss: 0.5642 2022/06/14 20:34:45 - mmengine - INFO - Epoch(train) [7][620/3757] lr: 5.000e-04 eta: 3:24:07 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8055 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 0.9665 loss: 0.9665 2022/06/14 20:34:53 - mmengine - INFO - Epoch(train) [7][640/3757] lr: 5.000e-04 eta: 3:24:00 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.5895 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7068 loss: 0.7068 2022/06/14 20:35:00 - mmengine - INFO - Epoch(train) [7][660/3757] lr: 5.000e-04 eta: 3:23:52 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.1119 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0190 loss: 1.0190 2022/06/14 20:35:08 - mmengine - INFO - Epoch(train) [7][680/3757] lr: 5.000e-04 eta: 3:23:45 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4678 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5230 loss: 0.5230 2022/06/14 20:35:15 - mmengine - INFO - Epoch(train) [7][700/3757] lr: 5.000e-04 eta: 3:23:37 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.1992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0268 loss: 1.0268 2022/06/14 20:35:22 - mmengine - INFO - Epoch(train) [7][720/3757] lr: 5.000e-04 eta: 3:23:30 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.5173 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7568 loss: 0.7568 2022/06/14 20:35:30 - mmengine - INFO - Epoch(train) [7][740/3757] lr: 5.000e-04 eta: 3:23:23 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 3.7402 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7133 loss: 0.7133 2022/06/14 20:35:37 - mmengine - INFO - Epoch(train) [7][760/3757] lr: 5.000e-04 eta: 3:23:16 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.5923 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7266 loss: 0.7266 2022/06/14 20:35:45 - mmengine - INFO - Epoch(train) [7][780/3757] lr: 5.000e-04 eta: 3:23:08 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.4581 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6489 loss: 0.6489 2022/06/14 20:35:52 - mmengine - INFO - Epoch(train) [7][800/3757] lr: 5.000e-04 eta: 3:23:01 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.8000 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5073 loss: 0.5073 2022/06/14 20:35:59 - mmengine - INFO - Epoch(train) [7][820/3757] lr: 5.000e-04 eta: 3:22:53 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0725 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7426 loss: 0.7426 2022/06/14 20:36:07 - mmengine - INFO - Epoch(train) [7][840/3757] lr: 5.000e-04 eta: 3:22:46 time: 0.381 data_time: 0.029 memory: 33358 grad_norm: 4.8263 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9296 loss: 0.9296 2022/06/14 20:36:14 - mmengine - INFO - Epoch(train) [7][860/3757] lr: 5.000e-04 eta: 3:22:39 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.5727 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7095 loss: 0.7095 2022/06/14 20:36:21 - mmengine - INFO - Epoch(train) [7][880/3757] lr: 5.000e-04 eta: 3:22:31 time: 0.366 data_time: 0.015 memory: 33358 grad_norm: 4.2318 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6944 loss: 0.6944 2022/06/14 20:36:29 - mmengine - INFO - Epoch(train) [7][900/3757] lr: 5.000e-04 eta: 3:22:24 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.5106 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7346 loss: 0.7346 2022/06/14 20:36:36 - mmengine - INFO - Epoch(train) [7][920/3757] lr: 5.000e-04 eta: 3:22:16 time: 0.399 data_time: 0.005 memory: 33358 grad_norm: 5.3079 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7426 loss: 0.7426 2022/06/14 20:36:43 - mmengine - INFO - Epoch(train) [7][940/3757] lr: 5.000e-04 eta: 3:22:09 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8105 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7511 loss: 0.7511 2022/06/14 20:36:51 - mmengine - INFO - Epoch(train) [7][960/3757] lr: 5.000e-04 eta: 3:22:01 time: 0.376 data_time: 0.005 memory: 33358 grad_norm: 4.4615 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9001 loss: 0.9001 2022/06/14 20:36:58 - mmengine - INFO - Epoch(train) [7][980/3757] lr: 5.000e-04 eta: 3:21:54 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5522 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6843 loss: 0.6843 2022/06/14 20:37:05 - mmengine - INFO - Epoch(train) [7][1000/3757] lr: 5.000e-04 eta: 3:21:46 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.8855 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6215 loss: 0.6215 2022/06/14 20:37:13 - mmengine - INFO - Epoch(train) [7][1020/3757] lr: 5.000e-04 eta: 3:21:39 time: 0.362 data_time: 0.009 memory: 33358 grad_norm: 4.7878 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5052 loss: 0.5052 2022/06/14 20:37:20 - mmengine - INFO - Epoch(train) [7][1040/3757] lr: 5.000e-04 eta: 3:21:32 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.2517 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6238 loss: 0.6238 2022/06/14 20:37:27 - mmengine - INFO - Epoch(train) [7][1060/3757] lr: 5.000e-04 eta: 3:21:24 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.0302 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9608 loss: 0.9608 2022/06/14 20:37:35 - mmengine - INFO - Epoch(train) [7][1080/3757] lr: 5.000e-04 eta: 3:21:17 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.8946 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5894 loss: 0.5894 2022/06/14 20:37:42 - mmengine - INFO - Epoch(train) [7][1100/3757] lr: 5.000e-04 eta: 3:21:09 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.3405 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9717 loss: 0.9717 2022/06/14 20:37:49 - mmengine - INFO - Epoch(train) [7][1120/3757] lr: 5.000e-04 eta: 3:21:02 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.3561 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8230 loss: 0.8230 2022/06/14 20:37:57 - mmengine - INFO - Epoch(train) [7][1140/3757] lr: 5.000e-04 eta: 3:20:54 time: 0.383 data_time: 0.025 memory: 33358 grad_norm: 3.8935 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8063 loss: 0.8063 2022/06/14 20:38:04 - mmengine - INFO - Epoch(train) [7][1160/3757] lr: 5.000e-04 eta: 3:20:47 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.3441 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8157 loss: 0.8157 2022/06/14 20:38:11 - mmengine - INFO - Epoch(train) [7][1180/3757] lr: 5.000e-04 eta: 3:20:39 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.5257 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7820 loss: 0.7820 2022/06/14 20:38:19 - mmengine - INFO - Epoch(train) [7][1200/3757] lr: 5.000e-04 eta: 3:20:32 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9426 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.5940 loss: 0.5940 2022/06/14 20:38:26 - mmengine - INFO - Epoch(train) [7][1220/3757] lr: 5.000e-04 eta: 3:20:25 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.5204 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7121 loss: 0.7121 2022/06/14 20:38:33 - mmengine - INFO - Epoch(train) [7][1240/3757] lr: 5.000e-04 eta: 3:20:17 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.6646 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7785 loss: 0.7785 2022/06/14 20:38:41 - mmengine - INFO - Epoch(train) [7][1260/3757] lr: 5.000e-04 eta: 3:20:10 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.2469 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9613 loss: 0.9613 2022/06/14 20:38:48 - mmengine - INFO - Epoch(train) [7][1280/3757] lr: 5.000e-04 eta: 3:20:03 time: 0.357 data_time: 0.005 memory: 33358 grad_norm: 4.6099 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.3631 loss: 0.3631 2022/06/14 20:38:56 - mmengine - INFO - Epoch(train) [7][1300/3757] lr: 5.000e-04 eta: 3:19:55 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.6201 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8028 loss: 0.8028 2022/06/14 20:39:03 - mmengine - INFO - Epoch(train) [7][1320/3757] lr: 5.000e-04 eta: 3:19:48 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5112 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3534 loss: 0.3534 2022/06/14 20:39:11 - mmengine - INFO - Epoch(train) [7][1340/3757] lr: 5.000e-04 eta: 3:19:41 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.6896 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.7765 loss: 0.7765 2022/06/14 20:39:18 - mmengine - INFO - Epoch(train) [7][1360/3757] lr: 5.000e-04 eta: 3:19:33 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6169 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8936 loss: 0.8936 2022/06/14 20:39:25 - mmengine - INFO - Epoch(train) [7][1380/3757] lr: 5.000e-04 eta: 3:19:26 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.2850 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7618 loss: 0.7618 2022/06/14 20:39:33 - mmengine - INFO - Epoch(train) [7][1400/3757] lr: 5.000e-04 eta: 3:19:19 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.3921 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8184 loss: 0.8184 2022/06/14 20:39:40 - mmengine - INFO - Epoch(train) [7][1420/3757] lr: 5.000e-04 eta: 3:19:11 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.4580 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7656 loss: 0.7656 2022/06/14 20:39:48 - mmengine - INFO - Epoch(train) [7][1440/3757] lr: 5.000e-04 eta: 3:19:04 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.4543 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7677 loss: 0.7677 2022/06/14 20:39:54 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:39:55 - mmengine - INFO - Epoch(train) [7][1460/3757] lr: 5.000e-04 eta: 3:18:56 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.7378 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7928 loss: 0.7928 2022/06/14 20:40:02 - mmengine - INFO - Epoch(train) [7][1480/3757] lr: 5.000e-04 eta: 3:18:49 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5269 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7926 loss: 0.7926 2022/06/14 20:40:10 - mmengine - INFO - Epoch(train) [7][1500/3757] lr: 5.000e-04 eta: 3:18:42 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.3783 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7940 loss: 0.7940 2022/06/14 20:40:17 - mmengine - INFO - Epoch(train) [7][1520/3757] lr: 5.000e-04 eta: 3:18:35 time: 0.445 data_time: 0.023 memory: 33358 grad_norm: 4.4128 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0023 loss: 1.0023 2022/06/14 20:40:25 - mmengine - INFO - Epoch(train) [7][1540/3757] lr: 5.000e-04 eta: 3:18:27 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.2508 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7113 loss: 0.7113 2022/06/14 20:40:32 - mmengine - INFO - Epoch(train) [7][1560/3757] lr: 5.000e-04 eta: 3:18:20 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.5477 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6770 loss: 0.6770 2022/06/14 20:40:39 - mmengine - INFO - Epoch(train) [7][1580/3757] lr: 5.000e-04 eta: 3:18:12 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.6988 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9038 loss: 0.9038 2022/06/14 20:40:47 - mmengine - INFO - Epoch(train) [7][1600/3757] lr: 5.000e-04 eta: 3:18:05 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.8617 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8407 loss: 0.8407 2022/06/14 20:40:54 - mmengine - INFO - Epoch(train) [7][1620/3757] lr: 5.000e-04 eta: 3:17:57 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.1477 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8422 loss: 0.8422 2022/06/14 20:41:01 - mmengine - INFO - Epoch(train) [7][1640/3757] lr: 5.000e-04 eta: 3:17:50 time: 0.366 data_time: 0.024 memory: 33358 grad_norm: 4.5749 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6924 loss: 0.6924 2022/06/14 20:41:09 - mmengine - INFO - Epoch(train) [7][1660/3757] lr: 5.000e-04 eta: 3:17:43 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.5570 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6959 loss: 0.6959 2022/06/14 20:41:16 - mmengine - INFO - Epoch(train) [7][1680/3757] lr: 5.000e-04 eta: 3:17:35 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.4612 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8295 loss: 0.8295 2022/06/14 20:41:24 - mmengine - INFO - Epoch(train) [7][1700/3757] lr: 5.000e-04 eta: 3:17:28 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.8126 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0435 loss: 1.0435 2022/06/14 20:41:31 - mmengine - INFO - Epoch(train) [7][1720/3757] lr: 5.000e-04 eta: 3:17:21 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.5757 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7535 loss: 0.7535 2022/06/14 20:41:38 - mmengine - INFO - Epoch(train) [7][1740/3757] lr: 5.000e-04 eta: 3:17:13 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.6170 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6413 loss: 0.6413 2022/06/14 20:41:46 - mmengine - INFO - Epoch(train) [7][1760/3757] lr: 5.000e-04 eta: 3:17:06 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2387 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5635 loss: 0.5635 2022/06/14 20:41:53 - mmengine - INFO - Epoch(train) [7][1780/3757] lr: 5.000e-04 eta: 3:16:58 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 5.6174 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0078 loss: 1.0078 2022/06/14 20:42:00 - mmengine - INFO - Epoch(train) [7][1800/3757] lr: 5.000e-04 eta: 3:16:51 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.6855 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0450 loss: 1.0450 2022/06/14 20:42:08 - mmengine - INFO - Epoch(train) [7][1820/3757] lr: 5.000e-04 eta: 3:16:43 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 3.2777 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8631 loss: 0.8631 2022/06/14 20:42:15 - mmengine - INFO - Epoch(train) [7][1840/3757] lr: 5.000e-04 eta: 3:16:36 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.6452 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7505 loss: 0.7505 2022/06/14 20:42:22 - mmengine - INFO - Epoch(train) [7][1860/3757] lr: 5.000e-04 eta: 3:16:29 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.3145 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5988 loss: 0.5988 2022/06/14 20:42:30 - mmengine - INFO - Epoch(train) [7][1880/3757] lr: 5.000e-04 eta: 3:16:21 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.7597 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6101 loss: 0.6101 2022/06/14 20:42:37 - mmengine - INFO - Epoch(train) [7][1900/3757] lr: 5.000e-04 eta: 3:16:14 time: 0.370 data_time: 0.014 memory: 33358 grad_norm: 4.7753 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7693 loss: 0.7693 2022/06/14 20:42:44 - mmengine - INFO - Epoch(train) [7][1920/3757] lr: 5.000e-04 eta: 3:16:06 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.9145 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0346 loss: 1.0346 2022/06/14 20:42:52 - mmengine - INFO - Epoch(train) [7][1940/3757] lr: 5.000e-04 eta: 3:15:59 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.2182 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8511 loss: 0.8511 2022/06/14 20:42:59 - mmengine - INFO - Epoch(train) [7][1960/3757] lr: 5.000e-04 eta: 3:15:52 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.2189 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5197 loss: 0.5197 2022/06/14 20:43:07 - mmengine - INFO - Epoch(train) [7][1980/3757] lr: 5.000e-04 eta: 3:15:44 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4971 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8505 loss: 0.8505 2022/06/14 20:43:14 - mmengine - INFO - Epoch(train) [7][2000/3757] lr: 5.000e-04 eta: 3:15:37 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6684 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6316 loss: 0.6316 2022/06/14 20:43:21 - mmengine - INFO - Epoch(train) [7][2020/3757] lr: 5.000e-04 eta: 3:15:29 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.9425 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5940 loss: 0.5940 2022/06/14 20:43:29 - mmengine - INFO - Epoch(train) [7][2040/3757] lr: 5.000e-04 eta: 3:15:22 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9957 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6493 loss: 0.6493 2022/06/14 20:43:36 - mmengine - INFO - Epoch(train) [7][2060/3757] lr: 5.000e-04 eta: 3:15:15 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.7577 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5845 loss: 0.5845 2022/06/14 20:43:43 - mmengine - INFO - Epoch(train) [7][2080/3757] lr: 5.000e-04 eta: 3:15:07 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.0526 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6537 loss: 0.6537 2022/06/14 20:43:51 - mmengine - INFO - Epoch(train) [7][2100/3757] lr: 5.000e-04 eta: 3:15:00 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.7607 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.0313 loss: 1.0313 2022/06/14 20:43:58 - mmengine - INFO - Epoch(train) [7][2120/3757] lr: 5.000e-04 eta: 3:14:53 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.0379 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0786 loss: 1.0786 2022/06/14 20:44:05 - mmengine - INFO - Epoch(train) [7][2140/3757] lr: 5.000e-04 eta: 3:14:45 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4429 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6557 loss: 0.6557 2022/06/14 20:44:13 - mmengine - INFO - Epoch(train) [7][2160/3757] lr: 5.000e-04 eta: 3:14:38 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.3791 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6939 loss: 0.6939 2022/06/14 20:44:20 - mmengine - INFO - Epoch(train) [7][2180/3757] lr: 5.000e-04 eta: 3:14:30 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.2678 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7346 loss: 0.7346 2022/06/14 20:44:28 - mmengine - INFO - Epoch(train) [7][2200/3757] lr: 5.000e-04 eta: 3:14:23 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.6925 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8758 loss: 0.8758 2022/06/14 20:44:35 - mmengine - INFO - Epoch(train) [7][2220/3757] lr: 5.000e-04 eta: 3:14:16 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4005 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0207 loss: 1.0207 2022/06/14 20:44:43 - mmengine - INFO - Epoch(train) [7][2240/3757] lr: 5.000e-04 eta: 3:14:08 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.6799 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 0.8623 loss: 0.8623 2022/06/14 20:44:50 - mmengine - INFO - Epoch(train) [7][2260/3757] lr: 5.000e-04 eta: 3:14:01 time: 0.377 data_time: 0.005 memory: 33358 grad_norm: 4.7947 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1246 loss: 1.1246 2022/06/14 20:44:58 - mmengine - INFO - Epoch(train) [7][2280/3757] lr: 5.000e-04 eta: 3:13:54 time: 0.512 data_time: 0.149 memory: 33358 grad_norm: 4.3863 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6540 loss: 0.6540 2022/06/14 20:45:05 - mmengine - INFO - Epoch(train) [7][2300/3757] lr: 5.000e-04 eta: 3:13:46 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 6.1153 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5564 loss: 0.5564 2022/06/14 20:45:12 - mmengine - INFO - Epoch(train) [7][2320/3757] lr: 5.000e-04 eta: 3:13:39 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.2343 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9855 loss: 0.9855 2022/06/14 20:45:20 - mmengine - INFO - Epoch(train) [7][2340/3757] lr: 5.000e-04 eta: 3:13:32 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5964 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0374 loss: 1.0374 2022/06/14 20:45:27 - mmengine - INFO - Epoch(train) [7][2360/3757] lr: 5.000e-04 eta: 3:13:24 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.0746 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9648 loss: 0.9648 2022/06/14 20:45:34 - mmengine - INFO - Epoch(train) [7][2380/3757] lr: 5.000e-04 eta: 3:13:17 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.7924 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.8422 loss: 0.8422 2022/06/14 20:45:42 - mmengine - INFO - Epoch(train) [7][2400/3757] lr: 5.000e-04 eta: 3:13:09 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.0420 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5619 loss: 0.5619 2022/06/14 20:45:49 - mmengine - INFO - Epoch(train) [7][2420/3757] lr: 5.000e-04 eta: 3:13:02 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.9369 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8869 loss: 0.8869 2022/06/14 20:45:56 - mmengine - INFO - Epoch(train) [7][2440/3757] lr: 5.000e-04 eta: 3:12:55 time: 0.364 data_time: 0.016 memory: 33358 grad_norm: 4.4679 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6729 loss: 0.6729 2022/06/14 20:46:03 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:46:04 - mmengine - INFO - Epoch(train) [7][2460/3757] lr: 5.000e-04 eta: 3:12:47 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.5669 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6830 loss: 0.6830 2022/06/14 20:46:11 - mmengine - INFO - Epoch(train) [7][2480/3757] lr: 5.000e-04 eta: 3:12:40 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.2108 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9472 loss: 0.9472 2022/06/14 20:46:19 - mmengine - INFO - Epoch(train) [7][2500/3757] lr: 5.000e-04 eta: 3:12:32 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.5696 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9692 loss: 0.9692 2022/06/14 20:46:26 - mmengine - INFO - Epoch(train) [7][2520/3757] lr: 5.000e-04 eta: 3:12:25 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.4805 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6012 loss: 0.6012 2022/06/14 20:46:33 - mmengine - INFO - Epoch(train) [7][2540/3757] lr: 5.000e-04 eta: 3:12:18 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.7535 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7541 loss: 0.7541 2022/06/14 20:46:41 - mmengine - INFO - Epoch(train) [7][2560/3757] lr: 5.000e-04 eta: 3:12:10 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.8161 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0075 loss: 1.0075 2022/06/14 20:46:48 - mmengine - INFO - Epoch(train) [7][2580/3757] lr: 5.000e-04 eta: 3:12:03 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8005 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7207 loss: 0.7207 2022/06/14 20:46:55 - mmengine - INFO - Epoch(train) [7][2600/3757] lr: 5.000e-04 eta: 3:11:55 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.3297 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4138 loss: 0.4138 2022/06/14 20:47:03 - mmengine - INFO - Epoch(train) [7][2620/3757] lr: 5.000e-04 eta: 3:11:48 time: 0.361 data_time: 0.018 memory: 33358 grad_norm: 5.3562 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8680 loss: 0.8680 2022/06/14 20:47:10 - mmengine - INFO - Epoch(train) [7][2640/3757] lr: 5.000e-04 eta: 3:11:41 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2719 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7818 loss: 0.7818 2022/06/14 20:47:17 - mmengine - INFO - Epoch(train) [7][2660/3757] lr: 5.000e-04 eta: 3:11:33 time: 0.431 data_time: 0.005 memory: 33358 grad_norm: 4.7647 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6929 loss: 0.6929 2022/06/14 20:47:25 - mmengine - INFO - Epoch(train) [7][2680/3757] lr: 5.000e-04 eta: 3:11:26 time: 0.364 data_time: 0.015 memory: 33358 grad_norm: 5.3810 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7185 loss: 0.7185 2022/06/14 20:47:32 - mmengine - INFO - Epoch(train) [7][2700/3757] lr: 5.000e-04 eta: 3:11:19 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4448 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5548 loss: 0.5548 2022/06/14 20:47:40 - mmengine - INFO - Epoch(train) [7][2720/3757] lr: 5.000e-04 eta: 3:11:11 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.5813 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7599 loss: 0.7599 2022/06/14 20:47:47 - mmengine - INFO - Epoch(train) [7][2740/3757] lr: 5.000e-04 eta: 3:11:04 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.8996 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6285 loss: 0.6285 2022/06/14 20:47:54 - mmengine - INFO - Epoch(train) [7][2760/3757] lr: 5.000e-04 eta: 3:10:56 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.8191 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5047 loss: 0.5047 2022/06/14 20:48:02 - mmengine - INFO - Epoch(train) [7][2780/3757] lr: 5.000e-04 eta: 3:10:49 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.8212 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9032 loss: 0.9032 2022/06/14 20:48:09 - mmengine - INFO - Epoch(train) [7][2800/3757] lr: 5.000e-04 eta: 3:10:42 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.2285 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0136 loss: 1.0136 2022/06/14 20:48:17 - mmengine - INFO - Epoch(train) [7][2820/3757] lr: 5.000e-04 eta: 3:10:34 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.4485 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7141 loss: 0.7141 2022/06/14 20:48:24 - mmengine - INFO - Epoch(train) [7][2840/3757] lr: 5.000e-04 eta: 3:10:27 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.2444 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7468 loss: 0.7468 2022/06/14 20:48:31 - mmengine - INFO - Epoch(train) [7][2860/3757] lr: 5.000e-04 eta: 3:10:20 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8715 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5252 loss: 0.5252 2022/06/14 20:48:39 - mmengine - INFO - Epoch(train) [7][2880/3757] lr: 5.000e-04 eta: 3:10:12 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.4978 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6762 loss: 0.6762 2022/06/14 20:48:46 - mmengine - INFO - Epoch(train) [7][2900/3757] lr: 5.000e-04 eta: 3:10:05 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.0267 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9380 loss: 0.9380 2022/06/14 20:48:53 - mmengine - INFO - Epoch(train) [7][2920/3757] lr: 5.000e-04 eta: 3:09:57 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.2842 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8879 loss: 0.8879 2022/06/14 20:49:01 - mmengine - INFO - Epoch(train) [7][2940/3757] lr: 5.000e-04 eta: 3:09:50 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.3056 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5971 loss: 0.5971 2022/06/14 20:49:08 - mmengine - INFO - Epoch(train) [7][2960/3757] lr: 5.000e-04 eta: 3:09:43 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.3686 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6261 loss: 0.6261 2022/06/14 20:49:16 - mmengine - INFO - Epoch(train) [7][2980/3757] lr: 5.000e-04 eta: 3:09:35 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.5504 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5154 loss: 0.5154 2022/06/14 20:49:23 - mmengine - INFO - Epoch(train) [7][3000/3757] lr: 5.000e-04 eta: 3:09:28 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.6125 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9009 loss: 0.9009 2022/06/14 20:49:30 - mmengine - INFO - Epoch(train) [7][3020/3757] lr: 5.000e-04 eta: 3:09:21 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9697 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9084 loss: 0.9084 2022/06/14 20:49:38 - mmengine - INFO - Epoch(train) [7][3040/3757] lr: 5.000e-04 eta: 3:09:13 time: 0.399 data_time: 0.006 memory: 33358 grad_norm: 4.3820 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7266 loss: 0.7266 2022/06/14 20:49:45 - mmengine - INFO - Epoch(train) [7][3060/3757] lr: 5.000e-04 eta: 3:09:06 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 5.4236 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9209 loss: 0.9209 2022/06/14 20:49:53 - mmengine - INFO - Epoch(train) [7][3080/3757] lr: 5.000e-04 eta: 3:08:58 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.3279 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9113 loss: 0.9113 2022/06/14 20:50:00 - mmengine - INFO - Epoch(train) [7][3100/3757] lr: 5.000e-04 eta: 3:08:51 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.6824 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8768 loss: 0.8768 2022/06/14 20:50:07 - mmengine - INFO - Epoch(train) [7][3120/3757] lr: 5.000e-04 eta: 3:08:44 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.8913 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6216 loss: 0.6216 2022/06/14 20:50:15 - mmengine - INFO - Epoch(train) [7][3140/3757] lr: 5.000e-04 eta: 3:08:36 time: 0.359 data_time: 0.009 memory: 33358 grad_norm: 4.5540 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6042 loss: 0.6042 2022/06/14 20:50:22 - mmengine - INFO - Epoch(train) [7][3160/3757] lr: 5.000e-04 eta: 3:08:29 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1977 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6605 loss: 0.6605 2022/06/14 20:50:29 - mmengine - INFO - Epoch(train) [7][3180/3757] lr: 5.000e-04 eta: 3:08:21 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.6237 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4946 loss: 0.4946 2022/06/14 20:50:37 - mmengine - INFO - Epoch(train) [7][3200/3757] lr: 5.000e-04 eta: 3:08:14 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.0296 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8422 loss: 0.8422 2022/06/14 20:50:44 - mmengine - INFO - Epoch(train) [7][3220/3757] lr: 5.000e-04 eta: 3:08:06 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.4272 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7047 loss: 0.7047 2022/06/14 20:50:51 - mmengine - INFO - Epoch(train) [7][3240/3757] lr: 5.000e-04 eta: 3:07:59 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.8043 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6882 loss: 0.6882 2022/06/14 20:50:59 - mmengine - INFO - Epoch(train) [7][3260/3757] lr: 5.000e-04 eta: 3:07:52 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 3.8951 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5542 loss: 0.5542 2022/06/14 20:51:06 - mmengine - INFO - Epoch(train) [7][3280/3757] lr: 5.000e-04 eta: 3:07:44 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.2686 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6734 loss: 0.6734 2022/06/14 20:51:14 - mmengine - INFO - Epoch(train) [7][3300/3757] lr: 5.000e-04 eta: 3:07:37 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 3.0534 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8182 loss: 0.8182 2022/06/14 20:51:21 - mmengine - INFO - Epoch(train) [7][3320/3757] lr: 5.000e-04 eta: 3:07:30 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 4.3129 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8911 loss: 0.8911 2022/06/14 20:51:28 - mmengine - INFO - Epoch(train) [7][3340/3757] lr: 5.000e-04 eta: 3:07:22 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5711 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9664 loss: 0.9664 2022/06/14 20:51:36 - mmengine - INFO - Epoch(train) [7][3360/3757] lr: 5.000e-04 eta: 3:07:15 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 5.0779 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8175 loss: 0.8175 2022/06/14 20:51:43 - mmengine - INFO - Epoch(train) [7][3380/3757] lr: 5.000e-04 eta: 3:07:07 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.2551 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7066 loss: 0.7066 2022/06/14 20:51:50 - mmengine - INFO - Epoch(train) [7][3400/3757] lr: 5.000e-04 eta: 3:07:00 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.2635 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8102 loss: 0.8102 2022/06/14 20:51:58 - mmengine - INFO - Epoch(train) [7][3420/3757] lr: 5.000e-04 eta: 3:06:52 time: 0.401 data_time: 0.008 memory: 33358 grad_norm: 4.7213 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7565 loss: 0.7565 2022/06/14 20:52:05 - mmengine - INFO - Epoch(train) [7][3440/3757] lr: 5.000e-04 eta: 3:06:45 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0463 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6402 loss: 0.6402 2022/06/14 20:52:11 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:52:12 - mmengine - INFO - Epoch(train) [7][3460/3757] lr: 5.000e-04 eta: 3:06:38 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8276 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7019 loss: 0.7019 2022/06/14 20:52:20 - mmengine - INFO - Epoch(train) [7][3480/3757] lr: 5.000e-04 eta: 3:06:30 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.6759 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7431 loss: 0.7431 2022/06/14 20:52:27 - mmengine - INFO - Epoch(train) [7][3500/3757] lr: 5.000e-04 eta: 3:06:23 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.4538 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9390 loss: 0.9390 2022/06/14 20:52:34 - mmengine - INFO - Epoch(train) [7][3520/3757] lr: 5.000e-04 eta: 3:06:15 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.1460 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7373 loss: 0.7373 2022/06/14 20:52:42 - mmengine - INFO - Epoch(train) [7][3540/3757] lr: 5.000e-04 eta: 3:06:08 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1351 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7302 loss: 0.7302 2022/06/14 20:52:49 - mmengine - INFO - Epoch(train) [7][3560/3757] lr: 5.000e-04 eta: 3:06:01 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 4.8200 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0540 loss: 1.0540 2022/06/14 20:52:56 - mmengine - INFO - Epoch(train) [7][3580/3757] lr: 5.000e-04 eta: 3:05:53 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.5869 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6131 loss: 0.6131 2022/06/14 20:53:04 - mmengine - INFO - Epoch(train) [7][3600/3757] lr: 5.000e-04 eta: 3:05:46 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7356 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7575 loss: 0.7575 2022/06/14 20:53:11 - mmengine - INFO - Epoch(train) [7][3620/3757] lr: 5.000e-04 eta: 3:05:39 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.3936 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8286 loss: 0.8286 2022/06/14 20:53:19 - mmengine - INFO - Epoch(train) [7][3640/3757] lr: 5.000e-04 eta: 3:05:31 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.5149 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9563 loss: 0.9563 2022/06/14 20:53:26 - mmengine - INFO - Epoch(train) [7][3660/3757] lr: 5.000e-04 eta: 3:05:24 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.1583 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8413 loss: 0.8413 2022/06/14 20:53:33 - mmengine - INFO - Epoch(train) [7][3680/3757] lr: 5.000e-04 eta: 3:05:16 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.3931 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8463 loss: 0.8463 2022/06/14 20:53:41 - mmengine - INFO - Epoch(train) [7][3700/3757] lr: 5.000e-04 eta: 3:05:09 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9641 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5466 loss: 0.5466 2022/06/14 20:53:48 - mmengine - INFO - Epoch(train) [7][3720/3757] lr: 5.000e-04 eta: 3:05:02 time: 0.384 data_time: 0.014 memory: 33358 grad_norm: 4.9998 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6576 loss: 0.6576 2022/06/14 20:53:56 - mmengine - INFO - Epoch(train) [7][3740/3757] lr: 5.000e-04 eta: 3:04:54 time: 0.355 data_time: 0.002 memory: 33358 grad_norm: 5.1931 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8400 loss: 0.8400 2022/06/14 20:54:02 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:54:11 - mmengine - INFO - Epoch(val) [7][20/310] eta: 0:01:46 time: 0.120 data_time: 0.002 memory: 33358 2022/06/14 20:54:15 - mmengine - INFO - Epoch(val) [7][40/310] eta: 0:01:33 time: 0.137 data_time: 0.007 memory: 3465 2022/06/14 20:54:20 - mmengine - INFO - Epoch(val) [7][60/310] eta: 0:00:34 time: 0.128 data_time: 0.003 memory: 3465 2022/06/14 20:54:25 - mmengine - INFO - Epoch(val) [7][80/310] eta: 0:00:29 time: 0.124 data_time: 0.006 memory: 3465 2022/06/14 20:54:32 - mmengine - INFO - Epoch(val) [7][100/310] eta: 0:01:10 time: 0.123 data_time: 0.002 memory: 3465 2022/06/14 20:54:37 - mmengine - INFO - Epoch(val) [7][120/310] eta: 0:01:09 time: 0.128 data_time: 0.008 memory: 3465 2022/06/14 20:54:41 - mmengine - INFO - Epoch(val) [7][140/310] eta: 0:00:38 time: 0.126 data_time: 0.002 memory: 3465 2022/06/14 20:54:46 - mmengine - INFO - Epoch(val) [7][160/310] eta: 0:00:22 time: 0.126 data_time: 0.002 memory: 3465 2022/06/14 20:54:52 - mmengine - INFO - Epoch(val) [7][180/310] eta: 0:00:34 time: 0.117 data_time: 0.002 memory: 3465 2022/06/14 20:54:57 - mmengine - INFO - Epoch(val) [7][200/310] eta: 0:00:38 time: 0.118 data_time: 0.005 memory: 3465 2022/06/14 20:55:02 - mmengine - INFO - Epoch(val) [7][220/310] eta: 0:00:17 time: 0.123 data_time: 0.002 memory: 3465 2022/06/14 20:55:06 - mmengine - INFO - Epoch(val) [7][240/310] eta: 0:00:09 time: 0.117 data_time: 0.002 memory: 3465 2022/06/14 20:55:13 - mmengine - INFO - Epoch(val) [7][260/310] eta: 0:00:18 time: 0.117 data_time: 0.001 memory: 3465 2022/06/14 20:55:18 - mmengine - INFO - Epoch(val) [7][280/310] eta: 0:00:11 time: 0.128 data_time: 0.010 memory: 3465 2022/06/14 20:55:23 - mmengine - INFO - Epoch(val) [7][300/310] eta: 0:00:01 time: 0.124 data_time: 0.001 memory: 3465 2022/06/14 20:55:26 - mmengine - INFO - Epoch(val) [7][310/310] acc/top1: 0.7544 acc/top5: 0.9253 acc/mean1: 0.7543 2022/06/14 20:55:38 - mmengine - INFO - Epoch(train) [8][20/3757] lr: 5.000e-04 eta: 3:04:43 time: 0.376 data_time: 0.003 memory: 33358 grad_norm: 4.5714 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6852 loss: 0.6852 2022/06/14 20:55:45 - mmengine - INFO - Epoch(train) [8][40/3757] lr: 5.000e-04 eta: 3:04:36 time: 0.362 data_time: 0.021 memory: 33358 grad_norm: 5.4613 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6502 loss: 0.6502 2022/06/14 20:55:52 - mmengine - INFO - Epoch(train) [8][60/3757] lr: 5.000e-04 eta: 3:04:28 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.2747 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7677 loss: 0.7677 2022/06/14 20:56:00 - mmengine - INFO - Epoch(train) [8][80/3757] lr: 5.000e-04 eta: 3:04:21 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1405 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7141 loss: 0.7141 2022/06/14 20:56:07 - mmengine - INFO - Epoch(train) [8][100/3757] lr: 5.000e-04 eta: 3:04:13 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.1627 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7730 loss: 0.7730 2022/06/14 20:56:15 - mmengine - INFO - Epoch(train) [8][120/3757] lr: 5.000e-04 eta: 3:04:06 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1691 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0219 loss: 1.0219 2022/06/14 20:56:22 - mmengine - INFO - Epoch(train) [8][140/3757] lr: 5.000e-04 eta: 3:03:59 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 4.9436 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6109 loss: 0.6109 2022/06/14 20:56:29 - mmengine - INFO - Epoch(train) [8][160/3757] lr: 5.000e-04 eta: 3:03:51 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 3.9613 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4565 loss: 0.4565 2022/06/14 20:56:37 - mmengine - INFO - Epoch(train) [8][180/3757] lr: 5.000e-04 eta: 3:03:44 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.0073 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8785 loss: 0.8785 2022/06/14 20:56:44 - mmengine - INFO - Epoch(train) [8][200/3757] lr: 5.000e-04 eta: 3:03:37 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5138 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6836 loss: 0.6836 2022/06/14 20:56:51 - mmengine - INFO - Epoch(train) [8][220/3757] lr: 5.000e-04 eta: 3:03:29 time: 0.357 data_time: 0.006 memory: 33358 grad_norm: 4.1828 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1815 loss: 1.1815 2022/06/14 20:56:59 - mmengine - INFO - Epoch(train) [8][240/3757] lr: 5.000e-04 eta: 3:03:22 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.8542 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8148 loss: 0.8148 2022/06/14 20:57:06 - mmengine - INFO - Epoch(train) [8][260/3757] lr: 5.000e-04 eta: 3:03:14 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.5518 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4518 loss: 0.4518 2022/06/14 20:57:13 - mmengine - INFO - Epoch(train) [8][280/3757] lr: 5.000e-04 eta: 3:03:07 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.2240 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9443 loss: 0.9443 2022/06/14 20:57:21 - mmengine - INFO - Epoch(train) [8][300/3757] lr: 5.000e-04 eta: 3:02:59 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.1700 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5855 loss: 0.5855 2022/06/14 20:57:28 - mmengine - INFO - Epoch(train) [8][320/3757] lr: 5.000e-04 eta: 3:02:52 time: 0.370 data_time: 0.008 memory: 33358 grad_norm: 4.7806 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8297 loss: 0.8297 2022/06/14 20:57:35 - mmengine - INFO - Epoch(train) [8][340/3757] lr: 5.000e-04 eta: 3:02:45 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.5861 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8359 loss: 0.8359 2022/06/14 20:57:43 - mmengine - INFO - Epoch(train) [8][360/3757] lr: 5.000e-04 eta: 3:02:37 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.9796 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8567 loss: 0.8567 2022/06/14 20:57:50 - mmengine - INFO - Epoch(train) [8][380/3757] lr: 5.000e-04 eta: 3:02:30 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.4298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9558 loss: 0.9558 2022/06/14 20:57:58 - mmengine - INFO - Epoch(train) [8][400/3757] lr: 5.000e-04 eta: 3:02:22 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.0913 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6176 loss: 0.6176 2022/06/14 20:58:05 - mmengine - INFO - Epoch(train) [8][420/3757] lr: 5.000e-04 eta: 3:02:15 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.4577 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5143 loss: 0.5143 2022/06/14 20:58:12 - mmengine - INFO - Epoch(train) [8][440/3757] lr: 5.000e-04 eta: 3:02:08 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.2838 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0133 loss: 1.0133 2022/06/14 20:58:20 - mmengine - INFO - Epoch(train) [8][460/3757] lr: 5.000e-04 eta: 3:02:00 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1340 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5761 loss: 0.5761 2022/06/14 20:58:27 - mmengine - INFO - Epoch(train) [8][480/3757] lr: 5.000e-04 eta: 3:01:53 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.6290 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8177 loss: 0.8177 2022/06/14 20:58:35 - mmengine - INFO - Epoch(train) [8][500/3757] lr: 5.000e-04 eta: 3:01:46 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.5832 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0098 loss: 1.0098 2022/06/14 20:58:42 - mmengine - INFO - Epoch(train) [8][520/3757] lr: 5.000e-04 eta: 3:01:38 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.0402 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4017 loss: 0.4017 2022/06/14 20:58:50 - mmengine - INFO - Epoch(train) [8][540/3757] lr: 5.000e-04 eta: 3:01:31 time: 0.363 data_time: 0.003 memory: 33358 grad_norm: 5.4049 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7433 loss: 0.7433 2022/06/14 20:58:57 - mmengine - INFO - Epoch(train) [8][560/3757] lr: 5.000e-04 eta: 3:01:24 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.4071 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8185 loss: 0.8185 2022/06/14 20:59:04 - mmengine - INFO - Epoch(train) [8][580/3757] lr: 5.000e-04 eta: 3:01:16 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8512 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7739 loss: 0.7739 2022/06/14 20:59:12 - mmengine - INFO - Epoch(train) [8][600/3757] lr: 5.000e-04 eta: 3:01:09 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.1749 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7067 loss: 0.7067 2022/06/14 20:59:19 - mmengine - INFO - Epoch(train) [8][620/3757] lr: 5.000e-04 eta: 3:01:02 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.2925 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6166 loss: 0.6166 2022/06/14 20:59:26 - mmengine - INFO - Epoch(train) [8][640/3757] lr: 5.000e-04 eta: 3:00:54 time: 0.372 data_time: 0.005 memory: 33358 grad_norm: 3.2059 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5308 loss: 0.5308 2022/06/14 20:59:34 - mmengine - INFO - Epoch(train) [8][660/3757] lr: 5.000e-04 eta: 3:00:47 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 5.4694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5627 loss: 0.5627 2022/06/14 20:59:41 - mmengine - INFO - Epoch(train) [8][680/3757] lr: 5.000e-04 eta: 3:00:40 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 4.3513 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8266 loss: 0.8266 2022/06/14 20:59:49 - mmengine - INFO - Epoch(train) [8][700/3757] lr: 5.000e-04 eta: 3:00:32 time: 0.530 data_time: 0.010 memory: 33358 grad_norm: 4.0513 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7687 loss: 0.7687 2022/06/14 20:59:49 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 20:59:56 - mmengine - INFO - Epoch(train) [8][720/3757] lr: 5.000e-04 eta: 3:00:25 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.5793 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8953 loss: 0.8953 2022/06/14 21:00:03 - mmengine - INFO - Epoch(train) [8][740/3757] lr: 5.000e-04 eta: 3:00:17 time: 0.361 data_time: 0.012 memory: 33358 grad_norm: 5.2122 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8857 loss: 0.8857 2022/06/14 21:00:11 - mmengine - INFO - Epoch(train) [8][760/3757] lr: 5.000e-04 eta: 3:00:10 time: 0.368 data_time: 0.014 memory: 33358 grad_norm: 4.5834 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7914 loss: 0.7914 2022/06/14 21:00:18 - mmengine - INFO - Epoch(train) [8][780/3757] lr: 5.000e-04 eta: 3:00:03 time: 0.517 data_time: 0.006 memory: 33358 grad_norm: 4.6133 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9845 loss: 0.9845 2022/06/14 21:00:26 - mmengine - INFO - Epoch(train) [8][800/3757] lr: 5.000e-04 eta: 2:59:55 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.5472 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7730 loss: 0.7730 2022/06/14 21:00:33 - mmengine - INFO - Epoch(train) [8][820/3757] lr: 5.000e-04 eta: 2:59:48 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.4932 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5373 loss: 0.5373 2022/06/14 21:00:41 - mmengine - INFO - Epoch(train) [8][840/3757] lr: 5.000e-04 eta: 2:59:41 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 3.7504 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6184 loss: 0.6184 2022/06/14 21:00:48 - mmengine - INFO - Epoch(train) [8][860/3757] lr: 5.000e-04 eta: 2:59:33 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.7648 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2118 loss: 1.2118 2022/06/14 21:00:55 - mmengine - INFO - Epoch(train) [8][880/3757] lr: 5.000e-04 eta: 2:59:26 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.4906 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7071 loss: 0.7071 2022/06/14 21:01:03 - mmengine - INFO - Epoch(train) [8][900/3757] lr: 5.000e-04 eta: 2:59:19 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.1340 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7830 loss: 0.7830 2022/06/14 21:01:10 - mmengine - INFO - Epoch(train) [8][920/3757] lr: 5.000e-04 eta: 2:59:11 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.8081 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7420 loss: 0.7420 2022/06/14 21:01:17 - mmengine - INFO - Epoch(train) [8][940/3757] lr: 5.000e-04 eta: 2:59:04 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1458 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8390 loss: 0.8390 2022/06/14 21:01:25 - mmengine - INFO - Epoch(train) [8][960/3757] lr: 5.000e-04 eta: 2:58:56 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.3514 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8194 loss: 0.8194 2022/06/14 21:01:32 - mmengine - INFO - Epoch(train) [8][980/3757] lr: 5.000e-04 eta: 2:58:49 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.1248 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0866 loss: 1.0866 2022/06/14 21:01:39 - mmengine - INFO - Epoch(train) [8][1000/3757] lr: 5.000e-04 eta: 2:58:41 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.3257 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8969 loss: 0.8969 2022/06/14 21:01:47 - mmengine - INFO - Epoch(train) [8][1020/3757] lr: 5.000e-04 eta: 2:58:34 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.4523 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.7584 loss: 0.7584 2022/06/14 21:01:54 - mmengine - INFO - Epoch(train) [8][1040/3757] lr: 5.000e-04 eta: 2:58:27 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.7134 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8813 loss: 0.8813 2022/06/14 21:02:02 - mmengine - INFO - Epoch(train) [8][1060/3757] lr: 5.000e-04 eta: 2:58:19 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.7473 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6182 loss: 0.6182 2022/06/14 21:02:09 - mmengine - INFO - Epoch(train) [8][1080/3757] lr: 5.000e-04 eta: 2:58:12 time: 0.537 data_time: 0.019 memory: 33358 grad_norm: 4.8961 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6926 loss: 0.6926 2022/06/14 21:02:16 - mmengine - INFO - Epoch(train) [8][1100/3757] lr: 5.000e-04 eta: 2:58:05 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.4204 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0088 loss: 1.0088 2022/06/14 21:02:24 - mmengine - INFO - Epoch(train) [8][1120/3757] lr: 5.000e-04 eta: 2:57:57 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.2604 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5905 loss: 0.5905 2022/06/14 21:02:31 - mmengine - INFO - Epoch(train) [8][1140/3757] lr: 5.000e-04 eta: 2:57:50 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.8314 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8892 loss: 0.8892 2022/06/14 21:02:39 - mmengine - INFO - Epoch(train) [8][1160/3757] lr: 5.000e-04 eta: 2:57:42 time: 0.375 data_time: 0.006 memory: 33358 grad_norm: 3.6600 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3705 loss: 0.3705 2022/06/14 21:02:46 - mmengine - INFO - Epoch(train) [8][1180/3757] lr: 5.000e-04 eta: 2:57:35 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9084 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7213 loss: 0.7213 2022/06/14 21:02:53 - mmengine - INFO - Epoch(train) [8][1200/3757] lr: 5.000e-04 eta: 2:57:28 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.5774 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6766 loss: 0.6766 2022/06/14 21:03:01 - mmengine - INFO - Epoch(train) [8][1220/3757] lr: 5.000e-04 eta: 2:57:20 time: 0.359 data_time: 0.002 memory: 33358 grad_norm: 4.5505 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7614 loss: 0.7614 2022/06/14 21:03:08 - mmengine - INFO - Epoch(train) [8][1240/3757] lr: 5.000e-04 eta: 2:57:13 time: 0.370 data_time: 0.007 memory: 33358 grad_norm: 4.3730 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8755 loss: 0.8755 2022/06/14 21:03:15 - mmengine - INFO - Epoch(train) [8][1260/3757] lr: 5.000e-04 eta: 2:57:05 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.3850 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7542 loss: 0.7542 2022/06/14 21:03:23 - mmengine - INFO - Epoch(train) [8][1280/3757] lr: 5.000e-04 eta: 2:56:58 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.9946 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6901 loss: 0.6901 2022/06/14 21:03:30 - mmengine - INFO - Epoch(train) [8][1300/3757] lr: 5.000e-04 eta: 2:56:51 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.2591 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6085 loss: 0.6085 2022/06/14 21:03:37 - mmengine - INFO - Epoch(train) [8][1320/3757] lr: 5.000e-04 eta: 2:56:43 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.2477 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9494 loss: 0.9494 2022/06/14 21:03:45 - mmengine - INFO - Epoch(train) [8][1340/3757] lr: 5.000e-04 eta: 2:56:36 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.5472 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6154 loss: 0.6154 2022/06/14 21:03:52 - mmengine - INFO - Epoch(train) [8][1360/3757] lr: 5.000e-04 eta: 2:56:28 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.0392 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6770 loss: 0.6770 2022/06/14 21:03:59 - mmengine - INFO - Epoch(train) [8][1380/3757] lr: 5.000e-04 eta: 2:56:21 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 3.3539 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8133 loss: 0.8133 2022/06/14 21:04:07 - mmengine - INFO - Epoch(train) [8][1400/3757] lr: 5.000e-04 eta: 2:56:13 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 4.0462 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0230 loss: 1.0230 2022/06/14 21:04:14 - mmengine - INFO - Epoch(train) [8][1420/3757] lr: 5.000e-04 eta: 2:56:06 time: 0.368 data_time: 0.007 memory: 33358 grad_norm: 4.9637 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5837 loss: 0.5837 2022/06/14 21:04:22 - mmengine - INFO - Epoch(train) [8][1440/3757] lr: 5.000e-04 eta: 2:55:59 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 3.7971 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7611 loss: 0.7611 2022/06/14 21:04:29 - mmengine - INFO - Epoch(train) [8][1460/3757] lr: 5.000e-04 eta: 2:55:51 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6721 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7673 loss: 0.7673 2022/06/14 21:04:36 - mmengine - INFO - Epoch(train) [8][1480/3757] lr: 5.000e-04 eta: 2:55:44 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.1987 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5158 loss: 0.5158 2022/06/14 21:04:44 - mmengine - INFO - Epoch(train) [8][1500/3757] lr: 5.000e-04 eta: 2:55:36 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.4432 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7737 loss: 0.7737 2022/06/14 21:04:51 - mmengine - INFO - Epoch(train) [8][1520/3757] lr: 5.000e-04 eta: 2:55:29 time: 0.370 data_time: 0.005 memory: 33358 grad_norm: 4.7810 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4717 loss: 0.4717 2022/06/14 21:04:58 - mmengine - INFO - Epoch(train) [8][1540/3757] lr: 5.000e-04 eta: 2:55:22 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 3.9253 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6305 loss: 0.6305 2022/06/14 21:05:06 - mmengine - INFO - Epoch(train) [8][1560/3757] lr: 5.000e-04 eta: 2:55:14 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.7632 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8352 loss: 0.8352 2022/06/14 21:05:13 - mmengine - INFO - Epoch(train) [8][1580/3757] lr: 5.000e-04 eta: 2:55:07 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.2561 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8491 loss: 0.8491 2022/06/14 21:05:20 - mmengine - INFO - Epoch(train) [8][1600/3757] lr: 5.000e-04 eta: 2:54:59 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.3997 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7762 loss: 0.7762 2022/06/14 21:05:28 - mmengine - INFO - Epoch(train) [8][1620/3757] lr: 5.000e-04 eta: 2:54:52 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.4409 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5196 loss: 0.5196 2022/06/14 21:05:35 - mmengine - INFO - Epoch(train) [8][1640/3757] lr: 5.000e-04 eta: 2:54:45 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.4148 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0069 loss: 1.0069 2022/06/14 21:05:43 - mmengine - INFO - Epoch(train) [8][1660/3757] lr: 5.000e-04 eta: 2:54:37 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5003 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5909 loss: 0.5909 2022/06/14 21:05:50 - mmengine - INFO - Epoch(train) [8][1680/3757] lr: 5.000e-04 eta: 2:54:30 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 6.0950 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6472 loss: 0.6472 2022/06/14 21:05:57 - mmengine - INFO - Epoch(train) [8][1700/3757] lr: 5.000e-04 eta: 2:54:23 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.4626 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6597 loss: 0.6597 2022/06/14 21:05:58 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:06:05 - mmengine - INFO - Epoch(train) [8][1720/3757] lr: 5.000e-04 eta: 2:54:15 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.1911 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6748 loss: 0.6748 2022/06/14 21:06:12 - mmengine - INFO - Epoch(train) [8][1740/3757] lr: 5.000e-04 eta: 2:54:08 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.8905 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7289 loss: 0.7289 2022/06/14 21:06:19 - mmengine - INFO - Epoch(train) [8][1760/3757] lr: 5.000e-04 eta: 2:54:00 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 3.7494 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6982 loss: 0.6982 2022/06/14 21:06:27 - mmengine - INFO - Epoch(train) [8][1780/3757] lr: 5.000e-04 eta: 2:53:53 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.2473 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8992 loss: 0.8992 2022/06/14 21:06:34 - mmengine - INFO - Epoch(train) [8][1800/3757] lr: 5.000e-04 eta: 2:53:46 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.6347 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.9288 loss: 0.9288 2022/06/14 21:06:42 - mmengine - INFO - Epoch(train) [8][1820/3757] lr: 5.000e-04 eta: 2:53:38 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9209 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9668 loss: 0.9668 2022/06/14 21:06:49 - mmengine - INFO - Epoch(train) [8][1840/3757] lr: 5.000e-04 eta: 2:53:31 time: 0.360 data_time: 0.008 memory: 33358 grad_norm: 5.2953 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8374 loss: 0.8374 2022/06/14 21:06:56 - mmengine - INFO - Epoch(train) [8][1860/3757] lr: 5.000e-04 eta: 2:53:23 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.3366 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6798 loss: 0.6798 2022/06/14 21:07:04 - mmengine - INFO - Epoch(train) [8][1880/3757] lr: 5.000e-04 eta: 2:53:16 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.9393 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6282 loss: 0.6282 2022/06/14 21:07:11 - mmengine - INFO - Epoch(train) [8][1900/3757] lr: 5.000e-04 eta: 2:53:09 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.5826 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6622 loss: 0.6622 2022/06/14 21:07:18 - mmengine - INFO - Epoch(train) [8][1920/3757] lr: 5.000e-04 eta: 2:53:01 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.0328 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4382 loss: 0.4382 2022/06/14 21:07:26 - mmengine - INFO - Epoch(train) [8][1940/3757] lr: 5.000e-04 eta: 2:52:54 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.0678 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9076 loss: 0.9076 2022/06/14 21:07:33 - mmengine - INFO - Epoch(train) [8][1960/3757] lr: 5.000e-04 eta: 2:52:47 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6680 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8206 loss: 0.8206 2022/06/14 21:07:41 - mmengine - INFO - Epoch(train) [8][1980/3757] lr: 5.000e-04 eta: 2:52:39 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.5608 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7217 loss: 0.7217 2022/06/14 21:07:48 - mmengine - INFO - Epoch(train) [8][2000/3757] lr: 5.000e-04 eta: 2:52:32 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 3.3843 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7498 loss: 0.7498 2022/06/14 21:07:55 - mmengine - INFO - Epoch(train) [8][2020/3757] lr: 5.000e-04 eta: 2:52:25 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.2826 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5876 loss: 0.5876 2022/06/14 21:08:03 - mmengine - INFO - Epoch(train) [8][2040/3757] lr: 5.000e-04 eta: 2:52:17 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.8532 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6307 loss: 0.6307 2022/06/14 21:08:10 - mmengine - INFO - Epoch(train) [8][2060/3757] lr: 5.000e-04 eta: 2:52:10 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.4757 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9085 loss: 0.9085 2022/06/14 21:08:17 - mmengine - INFO - Epoch(train) [8][2080/3757] lr: 5.000e-04 eta: 2:52:02 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.9151 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6179 loss: 0.6179 2022/06/14 21:08:25 - mmengine - INFO - Epoch(train) [8][2100/3757] lr: 5.000e-04 eta: 2:51:55 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3259 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0101 loss: 1.0101 2022/06/14 21:08:32 - mmengine - INFO - Epoch(train) [8][2120/3757] lr: 5.000e-04 eta: 2:51:48 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7921 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6467 loss: 0.6467 2022/06/14 21:08:40 - mmengine - INFO - Epoch(train) [8][2140/3757] lr: 5.000e-04 eta: 2:51:40 time: 0.519 data_time: 0.006 memory: 33358 grad_norm: 4.6320 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7841 loss: 0.7841 2022/06/14 21:08:47 - mmengine - INFO - Epoch(train) [8][2160/3757] lr: 5.000e-04 eta: 2:51:33 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.2995 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6132 loss: 0.6132 2022/06/14 21:08:55 - mmengine - INFO - Epoch(train) [8][2180/3757] lr: 5.000e-04 eta: 2:51:26 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.4348 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9326 loss: 0.9326 2022/06/14 21:09:02 - mmengine - INFO - Epoch(train) [8][2200/3757] lr: 5.000e-04 eta: 2:51:18 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 5.0158 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1336 loss: 1.1336 2022/06/14 21:09:09 - mmengine - INFO - Epoch(train) [8][2220/3757] lr: 5.000e-04 eta: 2:51:11 time: 0.445 data_time: 0.002 memory: 33358 grad_norm: 4.2101 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9117 loss: 0.9117 2022/06/14 21:09:17 - mmengine - INFO - Epoch(train) [8][2240/3757] lr: 5.000e-04 eta: 2:51:03 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.1529 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1773 loss: 1.1773 2022/06/14 21:09:24 - mmengine - INFO - Epoch(train) [8][2260/3757] lr: 5.000e-04 eta: 2:50:56 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 3.9955 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7559 loss: 0.7559 2022/06/14 21:09:32 - mmengine - INFO - Epoch(train) [8][2280/3757] lr: 5.000e-04 eta: 2:50:49 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.7870 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5931 loss: 0.5931 2022/06/14 21:09:39 - mmengine - INFO - Epoch(train) [8][2300/3757] lr: 5.000e-04 eta: 2:50:41 time: 0.363 data_time: 0.030 memory: 33358 grad_norm: 6.0316 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5440 loss: 0.5440 2022/06/14 21:09:47 - mmengine - INFO - Epoch(train) [8][2320/3757] lr: 5.000e-04 eta: 2:50:34 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.5945 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7649 loss: 0.7649 2022/06/14 21:09:54 - mmengine - INFO - Epoch(train) [8][2340/3757] lr: 5.000e-04 eta: 2:50:27 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4193 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5687 loss: 0.5687 2022/06/14 21:10:01 - mmengine - INFO - Epoch(train) [8][2360/3757] lr: 5.000e-04 eta: 2:50:19 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.0563 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 0.8484 loss: 0.8484 2022/06/14 21:10:08 - mmengine - INFO - Epoch(train) [8][2380/3757] lr: 5.000e-04 eta: 2:50:12 time: 0.361 data_time: 0.004 memory: 33358 grad_norm: 3.6843 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7976 loss: 0.7976 2022/06/14 21:10:16 - mmengine - INFO - Epoch(train) [8][2400/3757] lr: 5.000e-04 eta: 2:50:05 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.4552 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9861 loss: 0.9861 2022/06/14 21:10:23 - mmengine - INFO - Epoch(train) [8][2420/3757] lr: 5.000e-04 eta: 2:49:57 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1459 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9385 loss: 0.9385 2022/06/14 21:10:31 - mmengine - INFO - Epoch(train) [8][2440/3757] lr: 5.000e-04 eta: 2:49:50 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 4.5109 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8221 loss: 0.8221 2022/06/14 21:10:38 - mmengine - INFO - Epoch(train) [8][2460/3757] lr: 5.000e-04 eta: 2:49:42 time: 0.368 data_time: 0.002 memory: 33358 grad_norm: 4.1125 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6490 loss: 0.6490 2022/06/14 21:10:45 - mmengine - INFO - Epoch(train) [8][2480/3757] lr: 5.000e-04 eta: 2:49:35 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.4675 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6627 loss: 0.6627 2022/06/14 21:10:53 - mmengine - INFO - Epoch(train) [8][2500/3757] lr: 5.000e-04 eta: 2:49:28 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.1366 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7481 loss: 0.7481 2022/06/14 21:11:00 - mmengine - INFO - Epoch(train) [8][2520/3757] lr: 5.000e-04 eta: 2:49:20 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 6.4202 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7793 loss: 0.7793 2022/06/14 21:11:08 - mmengine - INFO - Epoch(train) [8][2540/3757] lr: 5.000e-04 eta: 2:49:13 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.2713 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5360 loss: 0.5360 2022/06/14 21:11:15 - mmengine - INFO - Epoch(train) [8][2560/3757] lr: 5.000e-04 eta: 2:49:05 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8056 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8219 loss: 0.8219 2022/06/14 21:11:22 - mmengine - INFO - Epoch(train) [8][2580/3757] lr: 5.000e-04 eta: 2:48:58 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.4235 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7545 loss: 0.7545 2022/06/14 21:11:30 - mmengine - INFO - Epoch(train) [8][2600/3757] lr: 5.000e-04 eta: 2:48:51 time: 0.560 data_time: 0.005 memory: 33358 grad_norm: 5.1616 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.7144 loss: 0.7144 2022/06/14 21:11:37 - mmengine - INFO - Epoch(train) [8][2620/3757] lr: 5.000e-04 eta: 2:48:43 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 4.4733 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7006 loss: 0.7006 2022/06/14 21:11:44 - mmengine - INFO - Epoch(train) [8][2640/3757] lr: 5.000e-04 eta: 2:48:36 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5036 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0110 loss: 1.0110 2022/06/14 21:11:52 - mmengine - INFO - Epoch(train) [8][2660/3757] lr: 5.000e-04 eta: 2:48:28 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.8582 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5765 loss: 0.5765 2022/06/14 21:11:59 - mmengine - INFO - Epoch(train) [8][2680/3757] lr: 5.000e-04 eta: 2:48:21 time: 0.362 data_time: 0.011 memory: 33358 grad_norm: 4.1835 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5882 loss: 0.5882 2022/06/14 21:12:07 - mmengine - INFO - Epoch(train) [8][2700/3757] lr: 5.000e-04 eta: 2:48:14 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.5828 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6678 loss: 0.6678 2022/06/14 21:12:07 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:12:14 - mmengine - INFO - Epoch(train) [8][2720/3757] lr: 5.000e-04 eta: 2:48:06 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.5345 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8962 loss: 0.8962 2022/06/14 21:12:21 - mmengine - INFO - Epoch(train) [8][2740/3757] lr: 5.000e-04 eta: 2:47:59 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.2711 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8258 loss: 0.8258 2022/06/14 21:12:29 - mmengine - INFO - Epoch(train) [8][2760/3757] lr: 5.000e-04 eta: 2:47:52 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.1439 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6837 loss: 0.6837 2022/06/14 21:12:36 - mmengine - INFO - Epoch(train) [8][2780/3757] lr: 5.000e-04 eta: 2:47:44 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.1671 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4240 loss: 0.4240 2022/06/14 21:12:43 - mmengine - INFO - Epoch(train) [8][2800/3757] lr: 5.000e-04 eta: 2:47:37 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.0414 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8416 loss: 0.8416 2022/06/14 21:12:51 - mmengine - INFO - Epoch(train) [8][2820/3757] lr: 5.000e-04 eta: 2:47:29 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.5401 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8680 loss: 0.8680 2022/06/14 21:12:58 - mmengine - INFO - Epoch(train) [8][2840/3757] lr: 5.000e-04 eta: 2:47:22 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.1167 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7349 loss: 0.7349 2022/06/14 21:13:05 - mmengine - INFO - Epoch(train) [8][2860/3757] lr: 5.000e-04 eta: 2:47:14 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.7709 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7522 loss: 0.7522 2022/06/14 21:13:13 - mmengine - INFO - Epoch(train) [8][2880/3757] lr: 5.000e-04 eta: 2:47:07 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.6732 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5672 loss: 0.5672 2022/06/14 21:13:20 - mmengine - INFO - Epoch(train) [8][2900/3757] lr: 5.000e-04 eta: 2:47:00 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.3692 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7958 loss: 0.7958 2022/06/14 21:13:27 - mmengine - INFO - Epoch(train) [8][2920/3757] lr: 5.000e-04 eta: 2:46:52 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.4904 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9663 loss: 0.9663 2022/06/14 21:13:35 - mmengine - INFO - Epoch(train) [8][2940/3757] lr: 5.000e-04 eta: 2:46:45 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.0395 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7493 loss: 0.7493 2022/06/14 21:13:42 - mmengine - INFO - Epoch(train) [8][2960/3757] lr: 5.000e-04 eta: 2:46:37 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 5.7082 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6861 loss: 0.6861 2022/06/14 21:13:49 - mmengine - INFO - Epoch(train) [8][2980/3757] lr: 5.000e-04 eta: 2:46:30 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.5777 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7467 loss: 0.7467 2022/06/14 21:13:57 - mmengine - INFO - Epoch(train) [8][3000/3757] lr: 5.000e-04 eta: 2:46:22 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.1827 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7275 loss: 0.7275 2022/06/14 21:14:04 - mmengine - INFO - Epoch(train) [8][3020/3757] lr: 5.000e-04 eta: 2:46:15 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5965 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7770 loss: 0.7770 2022/06/14 21:14:12 - mmengine - INFO - Epoch(train) [8][3040/3757] lr: 5.000e-04 eta: 2:46:08 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.1161 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7982 loss: 0.7982 2022/06/14 21:14:19 - mmengine - INFO - Epoch(train) [8][3060/3757] lr: 5.000e-04 eta: 2:46:00 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 4.1768 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6934 loss: 0.6934 2022/06/14 21:14:26 - mmengine - INFO - Epoch(train) [8][3080/3757] lr: 5.000e-04 eta: 2:45:53 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.8928 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8859 loss: 0.8859 2022/06/14 21:14:34 - mmengine - INFO - Epoch(train) [8][3100/3757] lr: 5.000e-04 eta: 2:45:45 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 5.0410 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6097 loss: 0.6097 2022/06/14 21:14:41 - mmengine - INFO - Epoch(train) [8][3120/3757] lr: 5.000e-04 eta: 2:45:38 time: 0.364 data_time: 0.016 memory: 33358 grad_norm: 5.2512 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9004 loss: 0.9004 2022/06/14 21:14:48 - mmengine - INFO - Epoch(train) [8][3140/3757] lr: 5.000e-04 eta: 2:45:31 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.9473 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7247 loss: 0.7247 2022/06/14 21:14:56 - mmengine - INFO - Epoch(train) [8][3160/3757] lr: 5.000e-04 eta: 2:45:23 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 6.5354 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5860 loss: 0.5860 2022/06/14 21:15:03 - mmengine - INFO - Epoch(train) [8][3180/3757] lr: 5.000e-04 eta: 2:45:16 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.0083 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8171 loss: 0.8171 2022/06/14 21:15:10 - mmengine - INFO - Epoch(train) [8][3200/3757] lr: 5.000e-04 eta: 2:45:08 time: 0.391 data_time: 0.022 memory: 33358 grad_norm: 3.7731 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0869 loss: 1.0869 2022/06/14 21:15:18 - mmengine - INFO - Epoch(train) [8][3220/3757] lr: 5.000e-04 eta: 2:45:01 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.6441 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.8725 loss: 0.8725 2022/06/14 21:15:25 - mmengine - INFO - Epoch(train) [8][3240/3757] lr: 5.000e-04 eta: 2:44:54 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 5.7614 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8051 loss: 0.8051 2022/06/14 21:15:32 - mmengine - INFO - Epoch(train) [8][3260/3757] lr: 5.000e-04 eta: 2:44:46 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 3.8423 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6295 loss: 0.6295 2022/06/14 21:15:39 - mmengine - INFO - Epoch(train) [8][3280/3757] lr: 5.000e-04 eta: 2:44:39 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.0959 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7412 loss: 0.7412 2022/06/14 21:15:47 - mmengine - INFO - Epoch(train) [8][3300/3757] lr: 5.000e-04 eta: 2:44:31 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.1901 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7111 loss: 0.7111 2022/06/14 21:15:54 - mmengine - INFO - Epoch(train) [8][3320/3757] lr: 5.000e-04 eta: 2:44:24 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.5782 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7546 loss: 0.7546 2022/06/14 21:16:02 - mmengine - INFO - Epoch(train) [8][3340/3757] lr: 5.000e-04 eta: 2:44:17 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.2650 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6800 loss: 0.6800 2022/06/14 21:16:09 - mmengine - INFO - Epoch(train) [8][3360/3757] lr: 5.000e-04 eta: 2:44:09 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4790 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8140 loss: 0.8140 2022/06/14 21:16:17 - mmengine - INFO - Epoch(train) [8][3380/3757] lr: 5.000e-04 eta: 2:44:02 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.2277 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7861 loss: 0.7861 2022/06/14 21:16:24 - mmengine - INFO - Epoch(train) [8][3400/3757] lr: 5.000e-04 eta: 2:43:55 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8095 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7412 loss: 0.7412 2022/06/14 21:16:32 - mmengine - INFO - Epoch(train) [8][3420/3757] lr: 5.000e-04 eta: 2:43:48 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 5.1632 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7600 loss: 0.7600 2022/06/14 21:16:39 - mmengine - INFO - Epoch(train) [8][3440/3757] lr: 5.000e-04 eta: 2:43:40 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.7764 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6426 loss: 0.6426 2022/06/14 21:16:47 - mmengine - INFO - Epoch(train) [8][3460/3757] lr: 5.000e-04 eta: 2:43:33 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.9910 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7376 loss: 0.7376 2022/06/14 21:16:54 - mmengine - INFO - Epoch(train) [8][3480/3757] lr: 5.000e-04 eta: 2:43:26 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.8986 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6801 loss: 0.6801 2022/06/14 21:17:01 - mmengine - INFO - Epoch(train) [8][3500/3757] lr: 5.000e-04 eta: 2:43:18 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 6.2278 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.7985 loss: 0.7985 2022/06/14 21:17:09 - mmengine - INFO - Epoch(train) [8][3520/3757] lr: 5.000e-04 eta: 2:43:11 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.3411 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7634 loss: 0.7634 2022/06/14 21:17:16 - mmengine - INFO - Epoch(train) [8][3540/3757] lr: 5.000e-04 eta: 2:43:03 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.3913 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6133 loss: 0.6133 2022/06/14 21:17:23 - mmengine - INFO - Epoch(train) [8][3560/3757] lr: 5.000e-04 eta: 2:42:56 time: 0.363 data_time: 0.007 memory: 33358 grad_norm: 5.2886 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6975 loss: 0.6975 2022/06/14 21:17:31 - mmengine - INFO - Epoch(train) [8][3580/3757] lr: 5.000e-04 eta: 2:42:49 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.3446 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8817 loss: 0.8817 2022/06/14 21:17:38 - mmengine - INFO - Epoch(train) [8][3600/3757] lr: 5.000e-04 eta: 2:42:41 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.8913 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6765 loss: 0.6765 2022/06/14 21:17:46 - mmengine - INFO - Epoch(train) [8][3620/3757] lr: 5.000e-04 eta: 2:42:34 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.4591 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4840 loss: 0.4840 2022/06/14 21:17:53 - mmengine - INFO - Epoch(train) [8][3640/3757] lr: 5.000e-04 eta: 2:42:26 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 3.6180 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6754 loss: 0.6754 2022/06/14 21:18:00 - mmengine - INFO - Epoch(train) [8][3660/3757] lr: 5.000e-04 eta: 2:42:19 time: 0.435 data_time: 0.006 memory: 33358 grad_norm: 3.5572 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6622 loss: 0.6622 2022/06/14 21:18:08 - mmengine - INFO - Epoch(train) [8][3680/3757] lr: 5.000e-04 eta: 2:42:12 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.3906 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6788 loss: 0.6788 2022/06/14 21:18:15 - mmengine - INFO - Epoch(train) [8][3700/3757] lr: 5.000e-04 eta: 2:42:04 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.8795 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6499 loss: 0.6499 2022/06/14 21:18:16 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:18:22 - mmengine - INFO - Epoch(train) [8][3720/3757] lr: 5.000e-04 eta: 2:41:57 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.1924 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6841 loss: 0.6841 2022/06/14 21:18:30 - mmengine - INFO - Epoch(train) [8][3740/3757] lr: 5.000e-04 eta: 2:41:49 time: 0.355 data_time: 0.009 memory: 33358 grad_norm: 4.0117 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7754 loss: 0.7754 2022/06/14 21:18:36 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:18:45 - mmengine - INFO - Epoch(val) [8][20/310] eta: 0:01:43 time: 0.114 data_time: 0.002 memory: 33358 2022/06/14 21:18:50 - mmengine - INFO - Epoch(val) [8][40/310] eta: 0:01:42 time: 0.126 data_time: 0.002 memory: 3465 2022/06/14 21:18:54 - mmengine - INFO - Epoch(val) [8][60/310] eta: 0:00:30 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 21:18:59 - mmengine - INFO - Epoch(val) [8][80/310] eta: 0:00:29 time: 0.138 data_time: 0.007 memory: 3465 2022/06/14 21:19:05 - mmengine - INFO - Epoch(val) [8][100/310] eta: 0:01:10 time: 0.116 data_time: 0.002 memory: 3465 2022/06/14 21:19:10 - mmengine - INFO - Epoch(val) [8][120/310] eta: 0:01:11 time: 0.130 data_time: 0.002 memory: 3465 2022/06/14 21:19:15 - mmengine - INFO - Epoch(val) [8][140/310] eta: 0:00:27 time: 0.127 data_time: 0.003 memory: 3465 2022/06/14 21:19:20 - mmengine - INFO - Epoch(val) [8][160/310] eta: 0:00:19 time: 0.139 data_time: 0.007 memory: 3465 2022/06/14 21:19:27 - mmengine - INFO - Epoch(val) [8][180/310] eta: 0:00:45 time: 0.184 data_time: 0.067 memory: 3465 2022/06/14 21:19:32 - mmengine - INFO - Epoch(val) [8][200/310] eta: 0:00:36 time: 0.114 data_time: 0.002 memory: 3465 2022/06/14 21:19:36 - mmengine - INFO - Epoch(val) [8][220/310] eta: 0:00:13 time: 0.116 data_time: 0.002 memory: 3465 2022/06/14 21:19:41 - mmengine - INFO - Epoch(val) [8][240/310] eta: 0:00:08 time: 0.132 data_time: 0.008 memory: 3465 2022/06/14 21:19:48 - mmengine - INFO - Epoch(val) [8][260/310] eta: 0:00:16 time: 0.118 data_time: 0.004 memory: 3465 2022/06/14 21:19:53 - mmengine - INFO - Epoch(val) [8][280/310] eta: 0:00:12 time: 0.122 data_time: 0.002 memory: 3465 2022/06/14 21:19:57 - mmengine - INFO - Epoch(val) [8][300/310] eta: 0:00:01 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 21:20:00 - mmengine - INFO - Epoch(val) [8][310/310] acc/top1: 0.7556 acc/top5: 0.9256 acc/mean1: 0.7554 2022/06/14 21:20:12 - mmengine - INFO - Epoch(train) [9][20/3757] lr: 5.000e-04 eta: 2:41:37 time: 0.372 data_time: 0.015 memory: 33358 grad_norm: 4.0889 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7957 loss: 0.7957 2022/06/14 21:20:20 - mmengine - INFO - Epoch(train) [9][40/3757] lr: 5.000e-04 eta: 2:41:30 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.2543 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8695 loss: 0.8695 2022/06/14 21:20:27 - mmengine - INFO - Epoch(train) [9][60/3757] lr: 5.000e-04 eta: 2:41:23 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 3.6511 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8244 loss: 0.8244 2022/06/14 21:20:34 - mmengine - INFO - Epoch(train) [9][80/3757] lr: 5.000e-04 eta: 2:41:15 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 6.4043 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 0.9189 loss: 0.9189 2022/06/14 21:20:42 - mmengine - INFO - Epoch(train) [9][100/3757] lr: 5.000e-04 eta: 2:41:08 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.7774 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8225 loss: 0.8225 2022/06/14 21:20:49 - mmengine - INFO - Epoch(train) [9][120/3757] lr: 5.000e-04 eta: 2:41:00 time: 0.368 data_time: 0.009 memory: 33358 grad_norm: 5.5520 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7214 loss: 0.7214 2022/06/14 21:20:56 - mmengine - INFO - Epoch(train) [9][140/3757] lr: 5.000e-04 eta: 2:40:53 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 4.4686 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8654 loss: 0.8654 2022/06/14 21:21:04 - mmengine - INFO - Epoch(train) [9][160/3757] lr: 5.000e-04 eta: 2:40:46 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4780 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9259 loss: 0.9259 2022/06/14 21:21:11 - mmengine - INFO - Epoch(train) [9][180/3757] lr: 5.000e-04 eta: 2:40:38 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.3683 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9295 loss: 0.9295 2022/06/14 21:21:19 - mmengine - INFO - Epoch(train) [9][200/3757] lr: 5.000e-04 eta: 2:40:31 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 4.9193 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5937 loss: 0.5937 2022/06/14 21:21:26 - mmengine - INFO - Epoch(train) [9][220/3757] lr: 5.000e-04 eta: 2:40:24 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.7639 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 0.6795 loss: 0.6795 2022/06/14 21:21:33 - mmengine - INFO - Epoch(train) [9][240/3757] lr: 5.000e-04 eta: 2:40:16 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.1700 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6065 loss: 0.6065 2022/06/14 21:21:41 - mmengine - INFO - Epoch(train) [9][260/3757] lr: 5.000e-04 eta: 2:40:09 time: 0.489 data_time: 0.005 memory: 33358 grad_norm: 4.6698 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6039 loss: 0.6039 2022/06/14 21:21:48 - mmengine - INFO - Epoch(train) [9][280/3757] lr: 5.000e-04 eta: 2:40:01 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7546 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7603 loss: 0.7603 2022/06/14 21:21:56 - mmengine - INFO - Epoch(train) [9][300/3757] lr: 5.000e-04 eta: 2:39:54 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.5519 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6210 loss: 0.6210 2022/06/14 21:22:03 - mmengine - INFO - Epoch(train) [9][320/3757] lr: 5.000e-04 eta: 2:39:47 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.7729 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6138 loss: 0.6138 2022/06/14 21:22:10 - mmengine - INFO - Epoch(train) [9][340/3757] lr: 5.000e-04 eta: 2:39:39 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.6005 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8383 loss: 0.8383 2022/06/14 21:22:18 - mmengine - INFO - Epoch(train) [9][360/3757] lr: 5.000e-04 eta: 2:39:32 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1956 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7248 loss: 0.7248 2022/06/14 21:22:25 - mmengine - INFO - Epoch(train) [9][380/3757] lr: 5.000e-04 eta: 2:39:25 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.5724 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8350 loss: 0.8350 2022/06/14 21:22:32 - mmengine - INFO - Epoch(train) [9][400/3757] lr: 5.000e-04 eta: 2:39:17 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7668 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5388 loss: 0.5388 2022/06/14 21:22:40 - mmengine - INFO - Epoch(train) [9][420/3757] lr: 5.000e-04 eta: 2:39:10 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5650 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6509 loss: 0.6509 2022/06/14 21:22:47 - mmengine - INFO - Epoch(train) [9][440/3757] lr: 5.000e-04 eta: 2:39:02 time: 0.365 data_time: 0.036 memory: 33358 grad_norm: 4.6920 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8257 loss: 0.8257 2022/06/14 21:22:54 - mmengine - INFO - Epoch(train) [9][460/3757] lr: 5.000e-04 eta: 2:38:55 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.0101 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5772 loss: 0.5772 2022/06/14 21:23:02 - mmengine - INFO - Epoch(train) [9][480/3757] lr: 5.000e-04 eta: 2:38:48 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.2647 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8496 loss: 0.8496 2022/06/14 21:23:09 - mmengine - INFO - Epoch(train) [9][500/3757] lr: 5.000e-04 eta: 2:38:40 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.3758 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7730 loss: 0.7730 2022/06/14 21:23:17 - mmengine - INFO - Epoch(train) [9][520/3757] lr: 5.000e-04 eta: 2:38:33 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.7969 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6572 loss: 0.6572 2022/06/14 21:23:24 - mmengine - INFO - Epoch(train) [9][540/3757] lr: 5.000e-04 eta: 2:38:25 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.3246 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5993 loss: 0.5993 2022/06/14 21:23:31 - mmengine - INFO - Epoch(train) [9][560/3757] lr: 5.000e-04 eta: 2:38:18 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.5021 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7073 loss: 0.7073 2022/06/14 21:23:39 - mmengine - INFO - Epoch(train) [9][580/3757] lr: 5.000e-04 eta: 2:38:11 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8675 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6921 loss: 0.6921 2022/06/14 21:23:46 - mmengine - INFO - Epoch(train) [9][600/3757] lr: 5.000e-04 eta: 2:38:03 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 3.1582 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7995 loss: 0.7995 2022/06/14 21:23:53 - mmengine - INFO - Epoch(train) [9][620/3757] lr: 5.000e-04 eta: 2:37:56 time: 0.362 data_time: 0.010 memory: 33358 grad_norm: 3.7946 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5468 loss: 0.5468 2022/06/14 21:24:01 - mmengine - INFO - Epoch(train) [9][640/3757] lr: 5.000e-04 eta: 2:37:48 time: 0.402 data_time: 0.006 memory: 33358 grad_norm: 5.3877 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8137 loss: 0.8137 2022/06/14 21:24:08 - mmengine - INFO - Epoch(train) [9][660/3757] lr: 5.000e-04 eta: 2:37:41 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 5.1471 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7799 loss: 0.7799 2022/06/14 21:24:16 - mmengine - INFO - Epoch(train) [9][680/3757] lr: 5.000e-04 eta: 2:37:34 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.1134 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6376 loss: 0.6376 2022/06/14 21:24:23 - mmengine - INFO - Epoch(train) [9][700/3757] lr: 5.000e-04 eta: 2:37:26 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.9915 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6362 loss: 0.6362 2022/06/14 21:24:30 - mmengine - INFO - Epoch(train) [9][720/3757] lr: 5.000e-04 eta: 2:37:19 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.7724 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6515 loss: 0.6515 2022/06/14 21:24:38 - mmengine - INFO - Epoch(train) [9][740/3757] lr: 5.000e-04 eta: 2:37:12 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.3290 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6268 loss: 0.6268 2022/06/14 21:24:45 - mmengine - INFO - Epoch(train) [9][760/3757] lr: 5.000e-04 eta: 2:37:04 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 4.0255 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4466 loss: 0.4466 2022/06/14 21:24:53 - mmengine - INFO - Epoch(train) [9][780/3757] lr: 5.000e-04 eta: 2:36:57 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8656 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8612 loss: 0.8612 2022/06/14 21:25:00 - mmengine - INFO - Epoch(train) [9][800/3757] lr: 5.000e-04 eta: 2:36:49 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.0067 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5075 loss: 0.5075 2022/06/14 21:25:07 - mmengine - INFO - Epoch(train) [9][820/3757] lr: 5.000e-04 eta: 2:36:42 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.9314 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6009 loss: 0.6009 2022/06/14 21:25:15 - mmengine - INFO - Epoch(train) [9][840/3757] lr: 5.000e-04 eta: 2:36:35 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9075 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6344 loss: 0.6344 2022/06/14 21:25:22 - mmengine - INFO - Epoch(train) [9][860/3757] lr: 5.000e-04 eta: 2:36:27 time: 0.372 data_time: 0.005 memory: 33358 grad_norm: 4.3996 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6092 loss: 0.6092 2022/06/14 21:25:29 - mmengine - INFO - Epoch(train) [9][880/3757] lr: 5.000e-04 eta: 2:36:20 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 6.2863 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5569 loss: 0.5569 2022/06/14 21:25:37 - mmengine - INFO - Epoch(train) [9][900/3757] lr: 5.000e-04 eta: 2:36:13 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.5086 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0696 loss: 1.0696 2022/06/14 21:25:44 - mmengine - INFO - Epoch(train) [9][920/3757] lr: 5.000e-04 eta: 2:36:05 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.7990 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0666 loss: 1.0666 2022/06/14 21:25:52 - mmengine - INFO - Epoch(train) [9][940/3757] lr: 5.000e-04 eta: 2:35:58 time: 0.381 data_time: 0.025 memory: 33358 grad_norm: 5.6996 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7464 loss: 0.7464 2022/06/14 21:25:53 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:25:59 - mmengine - INFO - Epoch(train) [9][960/3757] lr: 5.000e-04 eta: 2:35:50 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.7628 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9871 loss: 0.9871 2022/06/14 21:26:06 - mmengine - INFO - Epoch(train) [9][980/3757] lr: 5.000e-04 eta: 2:35:43 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 4.9370 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4956 loss: 0.4956 2022/06/14 21:26:13 - mmengine - INFO - Epoch(train) [9][1000/3757] lr: 5.000e-04 eta: 2:35:35 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 4.1213 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5952 loss: 0.5952 2022/06/14 21:26:21 - mmengine - INFO - Epoch(train) [9][1020/3757] lr: 5.000e-04 eta: 2:35:28 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.7017 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0045 loss: 1.0045 2022/06/14 21:26:28 - mmengine - INFO - Epoch(train) [9][1040/3757] lr: 5.000e-04 eta: 2:35:21 time: 0.363 data_time: 0.007 memory: 33358 grad_norm: 5.0212 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6324 loss: 0.6324 2022/06/14 21:26:35 - mmengine - INFO - Epoch(train) [9][1060/3757] lr: 5.000e-04 eta: 2:35:13 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 6.5952 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9232 loss: 0.9232 2022/06/14 21:26:43 - mmengine - INFO - Epoch(train) [9][1080/3757] lr: 5.000e-04 eta: 2:35:06 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.3257 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8573 loss: 0.8573 2022/06/14 21:26:50 - mmengine - INFO - Epoch(train) [9][1100/3757] lr: 5.000e-04 eta: 2:34:58 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.2763 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6763 loss: 0.6763 2022/06/14 21:26:58 - mmengine - INFO - Epoch(train) [9][1120/3757] lr: 5.000e-04 eta: 2:34:51 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.6379 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4705 loss: 0.4705 2022/06/14 21:27:05 - mmengine - INFO - Epoch(train) [9][1140/3757] lr: 5.000e-04 eta: 2:34:44 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 3.1632 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6444 loss: 0.6444 2022/06/14 21:27:13 - mmengine - INFO - Epoch(train) [9][1160/3757] lr: 5.000e-04 eta: 2:34:36 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.7356 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5175 loss: 0.5175 2022/06/14 21:27:20 - mmengine - INFO - Epoch(train) [9][1180/3757] lr: 5.000e-04 eta: 2:34:29 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6206 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7974 loss: 0.7974 2022/06/14 21:27:27 - mmengine - INFO - Epoch(train) [9][1200/3757] lr: 5.000e-04 eta: 2:34:22 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8006 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3992 loss: 0.3992 2022/06/14 21:27:35 - mmengine - INFO - Epoch(train) [9][1220/3757] lr: 5.000e-04 eta: 2:34:14 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.3733 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7381 loss: 0.7381 2022/06/14 21:27:42 - mmengine - INFO - Epoch(train) [9][1240/3757] lr: 5.000e-04 eta: 2:34:07 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2190 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6489 loss: 0.6489 2022/06/14 21:27:50 - mmengine - INFO - Epoch(train) [9][1260/3757] lr: 5.000e-04 eta: 2:34:00 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.9944 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7950 loss: 0.7950 2022/06/14 21:27:57 - mmengine - INFO - Epoch(train) [9][1280/3757] lr: 5.000e-04 eta: 2:33:52 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 3.9527 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4550 loss: 0.4550 2022/06/14 21:28:04 - mmengine - INFO - Epoch(train) [9][1300/3757] lr: 5.000e-04 eta: 2:33:45 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 3.8004 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8356 loss: 0.8356 2022/06/14 21:28:12 - mmengine - INFO - Epoch(train) [9][1320/3757] lr: 5.000e-04 eta: 2:33:37 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 4.9733 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7870 loss: 0.7870 2022/06/14 21:28:19 - mmengine - INFO - Epoch(train) [9][1340/3757] lr: 5.000e-04 eta: 2:33:30 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.0280 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5862 loss: 0.5862 2022/06/14 21:28:27 - mmengine - INFO - Epoch(train) [9][1360/3757] lr: 5.000e-04 eta: 2:33:23 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.4515 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7708 loss: 0.7708 2022/06/14 21:28:34 - mmengine - INFO - Epoch(train) [9][1380/3757] lr: 5.000e-04 eta: 2:33:15 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.7632 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6028 loss: 0.6028 2022/06/14 21:28:41 - mmengine - INFO - Epoch(train) [9][1400/3757] lr: 5.000e-04 eta: 2:33:08 time: 0.380 data_time: 0.012 memory: 33358 grad_norm: 5.3742 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0986 loss: 1.0986 2022/06/14 21:28:49 - mmengine - INFO - Epoch(train) [9][1420/3757] lr: 5.000e-04 eta: 2:33:01 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.6343 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9113 loss: 0.9113 2022/06/14 21:28:56 - mmengine - INFO - Epoch(train) [9][1440/3757] lr: 5.000e-04 eta: 2:32:53 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 5.5099 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5483 loss: 0.5483 2022/06/14 21:29:04 - mmengine - INFO - Epoch(train) [9][1460/3757] lr: 5.000e-04 eta: 2:32:46 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8789 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8773 loss: 0.8773 2022/06/14 21:29:11 - mmengine - INFO - Epoch(train) [9][1480/3757] lr: 5.000e-04 eta: 2:32:38 time: 0.373 data_time: 0.005 memory: 33358 grad_norm: 3.7902 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7549 loss: 0.7549 2022/06/14 21:29:18 - mmengine - INFO - Epoch(train) [9][1500/3757] lr: 5.000e-04 eta: 2:32:31 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9219 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7377 loss: 0.7377 2022/06/14 21:29:26 - mmengine - INFO - Epoch(train) [9][1520/3757] lr: 5.000e-04 eta: 2:32:24 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.4977 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6025 loss: 0.6025 2022/06/14 21:29:33 - mmengine - INFO - Epoch(train) [9][1540/3757] lr: 5.000e-04 eta: 2:32:16 time: 0.362 data_time: 0.020 memory: 33358 grad_norm: 4.2483 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9159 loss: 0.9159 2022/06/14 21:29:41 - mmengine - INFO - Epoch(train) [9][1560/3757] lr: 5.000e-04 eta: 2:32:09 time: 0.369 data_time: 0.008 memory: 33358 grad_norm: 4.3413 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6261 loss: 0.6261 2022/06/14 21:29:48 - mmengine - INFO - Epoch(train) [9][1580/3757] lr: 5.000e-04 eta: 2:32:02 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 5.3802 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0930 loss: 1.0930 2022/06/14 21:29:55 - mmengine - INFO - Epoch(train) [9][1600/3757] lr: 5.000e-04 eta: 2:31:54 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1491 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7472 loss: 0.7472 2022/06/14 21:30:03 - mmengine - INFO - Epoch(train) [9][1620/3757] lr: 5.000e-04 eta: 2:31:47 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.7416 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6670 loss: 0.6670 2022/06/14 21:30:10 - mmengine - INFO - Epoch(train) [9][1640/3757] lr: 5.000e-04 eta: 2:31:40 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.4749 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9230 loss: 0.9230 2022/06/14 21:30:18 - mmengine - INFO - Epoch(train) [9][1660/3757] lr: 5.000e-04 eta: 2:31:32 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 4.0741 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6856 loss: 0.6856 2022/06/14 21:30:25 - mmengine - INFO - Epoch(train) [9][1680/3757] lr: 5.000e-04 eta: 2:31:25 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.8827 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4696 loss: 0.4696 2022/06/14 21:30:32 - mmengine - INFO - Epoch(train) [9][1700/3757] lr: 5.000e-04 eta: 2:31:17 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.7102 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6335 loss: 0.6335 2022/06/14 21:30:40 - mmengine - INFO - Epoch(train) [9][1720/3757] lr: 5.000e-04 eta: 2:31:10 time: 0.367 data_time: 0.009 memory: 33358 grad_norm: 5.1239 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4336 loss: 0.4336 2022/06/14 21:30:47 - mmengine - INFO - Epoch(train) [9][1740/3757] lr: 5.000e-04 eta: 2:31:03 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.8351 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6361 loss: 0.6361 2022/06/14 21:30:54 - mmengine - INFO - Epoch(train) [9][1760/3757] lr: 5.000e-04 eta: 2:30:55 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.7541 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7069 loss: 0.7069 2022/06/14 21:31:02 - mmengine - INFO - Epoch(train) [9][1780/3757] lr: 5.000e-04 eta: 2:30:48 time: 0.402 data_time: 0.007 memory: 33358 grad_norm: 3.7922 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9711 loss: 0.9711 2022/06/14 21:31:09 - mmengine - INFO - Epoch(train) [9][1800/3757] lr: 5.000e-04 eta: 2:30:40 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.9374 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6612 loss: 0.6612 2022/06/14 21:31:16 - mmengine - INFO - Epoch(train) [9][1820/3757] lr: 5.000e-04 eta: 2:30:33 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.7432 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6656 loss: 0.6656 2022/06/14 21:31:24 - mmengine - INFO - Epoch(train) [9][1840/3757] lr: 5.000e-04 eta: 2:30:26 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.7063 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7216 loss: 0.7216 2022/06/14 21:31:31 - mmengine - INFO - Epoch(train) [9][1860/3757] lr: 5.000e-04 eta: 2:30:18 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.7475 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5676 loss: 0.5676 2022/06/14 21:31:38 - mmengine - INFO - Epoch(train) [9][1880/3757] lr: 5.000e-04 eta: 2:30:11 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.1755 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4834 loss: 0.4834 2022/06/14 21:31:46 - mmengine - INFO - Epoch(train) [9][1900/3757] lr: 5.000e-04 eta: 2:30:03 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.8571 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7028 loss: 0.7028 2022/06/14 21:31:53 - mmengine - INFO - Epoch(train) [9][1920/3757] lr: 5.000e-04 eta: 2:29:56 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.4500 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5660 loss: 0.5660 2022/06/14 21:32:01 - mmengine - INFO - Epoch(train) [9][1940/3757] lr: 5.000e-04 eta: 2:29:49 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.2199 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6883 loss: 0.6883 2022/06/14 21:32:02 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:32:08 - mmengine - INFO - Epoch(train) [9][1960/3757] lr: 5.000e-04 eta: 2:29:41 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.3178 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5518 loss: 0.5518 2022/06/14 21:32:15 - mmengine - INFO - Epoch(train) [9][1980/3757] lr: 5.000e-04 eta: 2:29:34 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.7797 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7034 loss: 0.7034 2022/06/14 21:32:23 - mmengine - INFO - Epoch(train) [9][2000/3757] lr: 5.000e-04 eta: 2:29:26 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.0709 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6160 loss: 0.6160 2022/06/14 21:32:30 - mmengine - INFO - Epoch(train) [9][2020/3757] lr: 5.000e-04 eta: 2:29:19 time: 0.372 data_time: 0.005 memory: 33358 grad_norm: 4.6277 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8759 loss: 0.8759 2022/06/14 21:32:37 - mmengine - INFO - Epoch(train) [9][2040/3757] lr: 5.000e-04 eta: 2:29:12 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 6.4989 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6408 loss: 0.6408 2022/06/14 21:32:45 - mmengine - INFO - Epoch(train) [9][2060/3757] lr: 5.000e-04 eta: 2:29:04 time: 0.368 data_time: 0.002 memory: 33358 grad_norm: 3.6127 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8784 loss: 0.8784 2022/06/14 21:32:52 - mmengine - INFO - Epoch(train) [9][2080/3757] lr: 5.000e-04 eta: 2:28:57 time: 0.387 data_time: 0.031 memory: 33358 grad_norm: 4.4038 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5473 loss: 0.5473 2022/06/14 21:32:59 - mmengine - INFO - Epoch(train) [9][2100/3757] lr: 5.000e-04 eta: 2:28:49 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.3301 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5878 loss: 0.5878 2022/06/14 21:33:07 - mmengine - INFO - Epoch(train) [9][2120/3757] lr: 5.000e-04 eta: 2:28:42 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1851 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6645 loss: 0.6645 2022/06/14 21:33:14 - mmengine - INFO - Epoch(train) [9][2140/3757] lr: 5.000e-04 eta: 2:28:35 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.6083 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5947 loss: 0.5947 2022/06/14 21:33:22 - mmengine - INFO - Epoch(train) [9][2160/3757] lr: 5.000e-04 eta: 2:28:27 time: 0.408 data_time: 0.006 memory: 33358 grad_norm: 4.3267 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5863 loss: 0.5863 2022/06/14 21:33:29 - mmengine - INFO - Epoch(train) [9][2180/3757] lr: 5.000e-04 eta: 2:28:20 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.7302 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8144 loss: 0.8144 2022/06/14 21:33:37 - mmengine - INFO - Epoch(train) [9][2200/3757] lr: 5.000e-04 eta: 2:28:13 time: 0.371 data_time: 0.005 memory: 33358 grad_norm: 4.3281 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8474 loss: 0.8474 2022/06/14 21:33:44 - mmengine - INFO - Epoch(train) [9][2220/3757] lr: 5.000e-04 eta: 2:28:05 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.0540 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6899 loss: 0.6899 2022/06/14 21:33:51 - mmengine - INFO - Epoch(train) [9][2240/3757] lr: 5.000e-04 eta: 2:27:58 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.1515 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7646 loss: 0.7646 2022/06/14 21:33:59 - mmengine - INFO - Epoch(train) [9][2260/3757] lr: 5.000e-04 eta: 2:27:50 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.5568 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8721 loss: 0.8721 2022/06/14 21:34:06 - mmengine - INFO - Epoch(train) [9][2280/3757] lr: 5.000e-04 eta: 2:27:43 time: 0.371 data_time: 0.009 memory: 33358 grad_norm: 5.3201 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9846 loss: 0.9846 2022/06/14 21:34:13 - mmengine - INFO - Epoch(train) [9][2300/3757] lr: 5.000e-04 eta: 2:27:36 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.0404 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8635 loss: 0.8635 2022/06/14 21:34:21 - mmengine - INFO - Epoch(train) [9][2320/3757] lr: 5.000e-04 eta: 2:27:28 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 3.8099 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0863 loss: 1.0863 2022/06/14 21:34:28 - mmengine - INFO - Epoch(train) [9][2340/3757] lr: 5.000e-04 eta: 2:27:21 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1803 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8454 loss: 0.8454 2022/06/14 21:34:35 - mmengine - INFO - Epoch(train) [9][2360/3757] lr: 5.000e-04 eta: 2:27:13 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.4639 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8157 loss: 0.8157 2022/06/14 21:34:43 - mmengine - INFO - Epoch(train) [9][2380/3757] lr: 5.000e-04 eta: 2:27:06 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5991 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6537 loss: 0.6537 2022/06/14 21:34:50 - mmengine - INFO - Epoch(train) [9][2400/3757] lr: 5.000e-04 eta: 2:26:59 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 3.3600 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8418 loss: 0.8418 2022/06/14 21:34:57 - mmengine - INFO - Epoch(train) [9][2420/3757] lr: 5.000e-04 eta: 2:26:51 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3766 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.7846 loss: 0.7846 2022/06/14 21:35:05 - mmengine - INFO - Epoch(train) [9][2440/3757] lr: 5.000e-04 eta: 2:26:44 time: 0.365 data_time: 0.023 memory: 33358 grad_norm: 5.2539 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0753 loss: 1.0753 2022/06/14 21:35:12 - mmengine - INFO - Epoch(train) [9][2460/3757] lr: 5.000e-04 eta: 2:26:36 time: 0.388 data_time: 0.030 memory: 33358 grad_norm: 4.6137 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7234 loss: 0.7234 2022/06/14 21:35:19 - mmengine - INFO - Epoch(train) [9][2480/3757] lr: 5.000e-04 eta: 2:26:29 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.9170 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8219 loss: 0.8219 2022/06/14 21:35:27 - mmengine - INFO - Epoch(train) [9][2500/3757] lr: 5.000e-04 eta: 2:26:22 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.0329 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8505 loss: 0.8505 2022/06/14 21:35:34 - mmengine - INFO - Epoch(train) [9][2520/3757] lr: 5.000e-04 eta: 2:26:14 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.8858 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5920 loss: 0.5920 2022/06/14 21:35:42 - mmengine - INFO - Epoch(train) [9][2540/3757] lr: 5.000e-04 eta: 2:26:07 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.8567 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6383 loss: 0.6383 2022/06/14 21:35:49 - mmengine - INFO - Epoch(train) [9][2560/3757] lr: 5.000e-04 eta: 2:25:59 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.5165 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7138 loss: 0.7138 2022/06/14 21:35:56 - mmengine - INFO - Epoch(train) [9][2580/3757] lr: 5.000e-04 eta: 2:25:52 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.2203 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9174 loss: 0.9174 2022/06/14 21:36:04 - mmengine - INFO - Epoch(train) [9][2600/3757] lr: 5.000e-04 eta: 2:25:45 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.8651 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6156 loss: 0.6156 2022/06/14 21:36:11 - mmengine - INFO - Epoch(train) [9][2620/3757] lr: 5.000e-04 eta: 2:25:37 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.9384 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9305 loss: 0.9305 2022/06/14 21:36:19 - mmengine - INFO - Epoch(train) [9][2640/3757] lr: 5.000e-04 eta: 2:25:30 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9366 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5506 loss: 0.5506 2022/06/14 21:36:26 - mmengine - INFO - Epoch(train) [9][2660/3757] lr: 5.000e-04 eta: 2:25:23 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.5194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6218 loss: 0.6218 2022/06/14 21:36:33 - mmengine - INFO - Epoch(train) [9][2680/3757] lr: 5.000e-04 eta: 2:25:15 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.0323 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8945 loss: 0.8945 2022/06/14 21:36:41 - mmengine - INFO - Epoch(train) [9][2700/3757] lr: 5.000e-04 eta: 2:25:08 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1149 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7244 loss: 0.7244 2022/06/14 21:36:48 - mmengine - INFO - Epoch(train) [9][2720/3757] lr: 5.000e-04 eta: 2:25:00 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.6976 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6674 loss: 0.6674 2022/06/14 21:36:55 - mmengine - INFO - Epoch(train) [9][2740/3757] lr: 5.000e-04 eta: 2:24:53 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 4.0886 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9865 loss: 0.9865 2022/06/14 21:37:03 - mmengine - INFO - Epoch(train) [9][2760/3757] lr: 5.000e-04 eta: 2:24:46 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.3491 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8084 loss: 0.8084 2022/06/14 21:37:10 - mmengine - INFO - Epoch(train) [9][2780/3757] lr: 5.000e-04 eta: 2:24:38 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 3.8418 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6932 loss: 0.6932 2022/06/14 21:37:17 - mmengine - INFO - Epoch(train) [9][2800/3757] lr: 5.000e-04 eta: 2:24:31 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3676 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8247 loss: 0.8247 2022/06/14 21:37:25 - mmengine - INFO - Epoch(train) [9][2820/3757] lr: 5.000e-04 eta: 2:24:23 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.9652 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8915 loss: 0.8915 2022/06/14 21:37:32 - mmengine - INFO - Epoch(train) [9][2840/3757] lr: 5.000e-04 eta: 2:24:16 time: 0.406 data_time: 0.002 memory: 33358 grad_norm: 4.3267 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8386 loss: 0.8386 2022/06/14 21:37:39 - mmengine - INFO - Epoch(train) [9][2860/3757] lr: 5.000e-04 eta: 2:24:08 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7405 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5323 loss: 0.5323 2022/06/14 21:37:47 - mmengine - INFO - Epoch(train) [9][2880/3757] lr: 5.000e-04 eta: 2:24:01 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9870 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6454 loss: 0.6454 2022/06/14 21:37:54 - mmengine - INFO - Epoch(train) [9][2900/3757] lr: 5.000e-04 eta: 2:23:54 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 3.6546 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8473 loss: 0.8473 2022/06/14 21:38:01 - mmengine - INFO - Epoch(train) [9][2920/3757] lr: 5.000e-04 eta: 2:23:46 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 6.0018 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8038 loss: 0.8038 2022/06/14 21:38:09 - mmengine - INFO - Epoch(train) [9][2940/3757] lr: 5.000e-04 eta: 2:23:39 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9960 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7637 loss: 0.7637 2022/06/14 21:38:10 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:38:16 - mmengine - INFO - Epoch(train) [9][2960/3757] lr: 5.000e-04 eta: 2:23:32 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.6613 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5746 loss: 0.5746 2022/06/14 21:38:24 - mmengine - INFO - Epoch(train) [9][2980/3757] lr: 5.000e-04 eta: 2:23:24 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.4225 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7227 loss: 0.7227 2022/06/14 21:38:31 - mmengine - INFO - Epoch(train) [9][3000/3757] lr: 5.000e-04 eta: 2:23:17 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.6366 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5862 loss: 0.5862 2022/06/14 21:38:38 - mmengine - INFO - Epoch(train) [9][3020/3757] lr: 5.000e-04 eta: 2:23:09 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.0998 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6184 loss: 0.6184 2022/06/14 21:38:46 - mmengine - INFO - Epoch(train) [9][3040/3757] lr: 5.000e-04 eta: 2:23:02 time: 0.368 data_time: 0.007 memory: 33358 grad_norm: 4.4805 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7281 loss: 0.7281 2022/06/14 21:38:53 - mmengine - INFO - Epoch(train) [9][3060/3757] lr: 5.000e-04 eta: 2:22:55 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.8123 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7039 loss: 0.7039 2022/06/14 21:39:00 - mmengine - INFO - Epoch(train) [9][3080/3757] lr: 5.000e-04 eta: 2:22:47 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.3912 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7185 loss: 0.7185 2022/06/14 21:39:08 - mmengine - INFO - Epoch(train) [9][3100/3757] lr: 5.000e-04 eta: 2:22:40 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 3.7371 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5746 loss: 0.5746 2022/06/14 21:39:15 - mmengine - INFO - Epoch(train) [9][3120/3757] lr: 5.000e-04 eta: 2:22:32 time: 0.369 data_time: 0.008 memory: 33358 grad_norm: 4.7009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9807 loss: 0.9807 2022/06/14 21:39:23 - mmengine - INFO - Epoch(train) [9][3140/3757] lr: 5.000e-04 eta: 2:22:25 time: 0.412 data_time: 0.002 memory: 33358 grad_norm: 4.8519 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6788 loss: 0.6788 2022/06/14 21:39:30 - mmengine - INFO - Epoch(train) [9][3160/3757] lr: 5.000e-04 eta: 2:22:18 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.7930 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4936 loss: 0.4936 2022/06/14 21:39:37 - mmengine - INFO - Epoch(train) [9][3180/3757] lr: 5.000e-04 eta: 2:22:10 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.4975 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4273 loss: 0.4273 2022/06/14 21:39:45 - mmengine - INFO - Epoch(train) [9][3200/3757] lr: 5.000e-04 eta: 2:22:03 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 4.1781 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6665 loss: 0.6665 2022/06/14 21:39:52 - mmengine - INFO - Epoch(train) [9][3220/3757] lr: 5.000e-04 eta: 2:21:56 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.8146 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4161 loss: 0.4161 2022/06/14 21:39:59 - mmengine - INFO - Epoch(train) [9][3240/3757] lr: 5.000e-04 eta: 2:21:48 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.7152 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4698 loss: 0.4698 2022/06/14 21:40:07 - mmengine - INFO - Epoch(train) [9][3260/3757] lr: 5.000e-04 eta: 2:21:41 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.8502 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5791 loss: 0.5791 2022/06/14 21:40:14 - mmengine - INFO - Epoch(train) [9][3280/3757] lr: 5.000e-04 eta: 2:21:33 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.3524 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7306 loss: 0.7306 2022/06/14 21:40:22 - mmengine - INFO - Epoch(train) [9][3300/3757] lr: 5.000e-04 eta: 2:21:26 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 5.7952 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6281 loss: 0.6281 2022/06/14 21:40:29 - mmengine - INFO - Epoch(train) [9][3320/3757] lr: 5.000e-04 eta: 2:21:19 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.0424 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5848 loss: 0.5848 2022/06/14 21:40:36 - mmengine - INFO - Epoch(train) [9][3340/3757] lr: 5.000e-04 eta: 2:21:11 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.7621 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8211 loss: 0.8211 2022/06/14 21:40:44 - mmengine - INFO - Epoch(train) [9][3360/3757] lr: 5.000e-04 eta: 2:21:04 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.3127 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8662 loss: 0.8662 2022/06/14 21:40:51 - mmengine - INFO - Epoch(train) [9][3380/3757] lr: 5.000e-04 eta: 2:20:57 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 4.3560 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7066 loss: 0.7066 2022/06/14 21:40:59 - mmengine - INFO - Epoch(train) [9][3400/3757] lr: 5.000e-04 eta: 2:20:49 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9898 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5597 loss: 0.5597 2022/06/14 21:41:06 - mmengine - INFO - Epoch(train) [9][3420/3757] lr: 5.000e-04 eta: 2:20:42 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.7226 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4675 loss: 0.4675 2022/06/14 21:41:13 - mmengine - INFO - Epoch(train) [9][3440/3757] lr: 5.000e-04 eta: 2:20:34 time: 0.362 data_time: 0.007 memory: 33358 grad_norm: 4.3658 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7677 loss: 0.7677 2022/06/14 21:41:21 - mmengine - INFO - Epoch(train) [9][3460/3757] lr: 5.000e-04 eta: 2:20:27 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5113 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8053 loss: 0.8053 2022/06/14 21:41:28 - mmengine - INFO - Epoch(train) [9][3480/3757] lr: 5.000e-04 eta: 2:20:20 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.0861 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.7738 loss: 0.7738 2022/06/14 21:41:36 - mmengine - INFO - Epoch(train) [9][3500/3757] lr: 5.000e-04 eta: 2:20:12 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.4359 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7312 loss: 0.7312 2022/06/14 21:41:43 - mmengine - INFO - Epoch(train) [9][3520/3757] lr: 5.000e-04 eta: 2:20:05 time: 0.535 data_time: 0.006 memory: 33358 grad_norm: 4.1197 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7681 loss: 0.7681 2022/06/14 21:41:50 - mmengine - INFO - Epoch(train) [9][3540/3757] lr: 5.000e-04 eta: 2:19:58 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 3.9113 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7297 loss: 0.7297 2022/06/14 21:41:58 - mmengine - INFO - Epoch(train) [9][3560/3757] lr: 5.000e-04 eta: 2:19:50 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.8224 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.5232 loss: 0.5232 2022/06/14 21:42:05 - mmengine - INFO - Epoch(train) [9][3580/3757] lr: 5.000e-04 eta: 2:19:43 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.2999 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1160 loss: 1.1160 2022/06/14 21:42:12 - mmengine - INFO - Epoch(train) [9][3600/3757] lr: 5.000e-04 eta: 2:19:35 time: 0.364 data_time: 0.036 memory: 33358 grad_norm: 3.8761 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0503 loss: 1.0503 2022/06/14 21:42:20 - mmengine - INFO - Epoch(train) [9][3620/3757] lr: 5.000e-04 eta: 2:19:28 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.8376 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6925 loss: 0.6925 2022/06/14 21:42:27 - mmengine - INFO - Epoch(train) [9][3640/3757] lr: 5.000e-04 eta: 2:19:20 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.7813 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7310 loss: 0.7310 2022/06/14 21:42:35 - mmengine - INFO - Epoch(train) [9][3660/3757] lr: 5.000e-04 eta: 2:19:13 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 4.1484 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8043 loss: 0.8043 2022/06/14 21:42:42 - mmengine - INFO - Epoch(train) [9][3680/3757] lr: 5.000e-04 eta: 2:19:06 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 3.4112 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4692 loss: 0.4692 2022/06/14 21:42:49 - mmengine - INFO - Epoch(train) [9][3700/3757] lr: 5.000e-04 eta: 2:18:58 time: 0.362 data_time: 0.009 memory: 33358 grad_norm: 4.3677 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8553 loss: 0.8553 2022/06/14 21:42:57 - mmengine - INFO - Epoch(train) [9][3720/3757] lr: 5.000e-04 eta: 2:18:51 time: 0.371 data_time: 0.007 memory: 33358 grad_norm: 4.9806 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6013 loss: 0.6013 2022/06/14 21:43:04 - mmengine - INFO - Epoch(train) [9][3740/3757] lr: 5.000e-04 eta: 2:18:44 time: 0.356 data_time: 0.008 memory: 33358 grad_norm: 5.7783 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8064 loss: 0.8064 2022/06/14 21:43:10 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:43:19 - mmengine - INFO - Epoch(val) [9][20/310] eta: 0:01:40 time: 0.121 data_time: 0.001 memory: 33358 2022/06/14 21:43:24 - mmengine - INFO - Epoch(val) [9][40/310] eta: 0:01:30 time: 0.150 data_time: 0.007 memory: 3465 2022/06/14 21:43:29 - mmengine - INFO - Epoch(val) [9][60/310] eta: 0:00:30 time: 0.123 data_time: 0.002 memory: 3465 2022/06/14 21:43:33 - mmengine - INFO - Epoch(val) [9][80/310] eta: 0:00:29 time: 0.134 data_time: 0.008 memory: 3465 2022/06/14 21:43:40 - mmengine - INFO - Epoch(val) [9][100/310] eta: 0:01:15 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 21:43:45 - mmengine - INFO - Epoch(val) [9][120/310] eta: 0:01:07 time: 0.126 data_time: 0.002 memory: 3465 2022/06/14 21:43:50 - mmengine - INFO - Epoch(val) [9][140/310] eta: 0:00:21 time: 0.118 data_time: 0.002 memory: 3465 2022/06/14 21:43:55 - mmengine - INFO - Epoch(val) [9][160/310] eta: 0:00:18 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 21:44:02 - mmengine - INFO - Epoch(val) [9][180/310] eta: 0:00:46 time: 0.119 data_time: 0.001 memory: 3465 2022/06/14 21:44:07 - mmengine - INFO - Epoch(val) [9][200/310] eta: 0:00:38 time: 0.137 data_time: 0.002 memory: 3465 2022/06/14 21:44:11 - mmengine - INFO - Epoch(val) [9][220/310] eta: 0:00:11 time: 0.138 data_time: 0.002 memory: 3465 2022/06/14 21:44:16 - mmengine - INFO - Epoch(val) [9][240/310] eta: 0:00:08 time: 0.122 data_time: 0.002 memory: 3465 2022/06/14 21:44:23 - mmengine - INFO - Epoch(val) [9][260/310] eta: 0:00:18 time: 0.122 data_time: 0.002 memory: 3465 2022/06/14 21:44:28 - mmengine - INFO - Epoch(val) [9][280/310] eta: 0:00:10 time: 0.122 data_time: 0.002 memory: 3465 2022/06/14 21:44:32 - mmengine - INFO - Epoch(val) [9][300/310] eta: 0:00:01 time: 0.118 data_time: 0.001 memory: 3465 2022/06/14 21:44:34 - mmengine - INFO - Epoch(val) [9][310/310] acc/top1: 0.7558 acc/top5: 0.9260 acc/mean1: 0.7556 2022/06/14 21:44:46 - mmengine - INFO - Epoch(train) [10][20/3757] lr: 5.000e-04 eta: 2:18:31 time: 0.387 data_time: 0.043 memory: 33358 grad_norm: 4.8009 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5597 loss: 0.5597 2022/06/14 21:44:54 - mmengine - INFO - Epoch(train) [10][40/3757] lr: 5.000e-04 eta: 2:18:24 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.3364 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7018 loss: 0.7018 2022/06/14 21:45:01 - mmengine - INFO - Epoch(train) [10][60/3757] lr: 5.000e-04 eta: 2:18:17 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.4621 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1168 loss: 1.1168 2022/06/14 21:45:09 - mmengine - INFO - Epoch(train) [10][80/3757] lr: 5.000e-04 eta: 2:18:09 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.0083 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7647 loss: 0.7647 2022/06/14 21:45:16 - mmengine - INFO - Epoch(train) [10][100/3757] lr: 5.000e-04 eta: 2:18:02 time: 0.370 data_time: 0.002 memory: 33358 grad_norm: 5.8916 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6864 loss: 0.6864 2022/06/14 21:45:24 - mmengine - INFO - Epoch(train) [10][120/3757] lr: 5.000e-04 eta: 2:17:55 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.4350 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6844 loss: 0.6844 2022/06/14 21:45:31 - mmengine - INFO - Epoch(train) [10][140/3757] lr: 5.000e-04 eta: 2:17:47 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.9273 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6502 loss: 0.6502 2022/06/14 21:45:39 - mmengine - INFO - Epoch(train) [10][160/3757] lr: 5.000e-04 eta: 2:17:40 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.6929 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8677 loss: 0.8677 2022/06/14 21:45:46 - mmengine - INFO - Epoch(train) [10][180/3757] lr: 5.000e-04 eta: 2:17:33 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.2845 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8432 loss: 0.8432 2022/06/14 21:45:49 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:45:53 - mmengine - INFO - Epoch(train) [10][200/3757] lr: 5.000e-04 eta: 2:17:25 time: 0.380 data_time: 0.023 memory: 33358 grad_norm: 4.4711 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6141 loss: 0.6141 2022/06/14 21:46:01 - mmengine - INFO - Epoch(train) [10][220/3757] lr: 5.000e-04 eta: 2:17:18 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2954 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6043 loss: 0.6043 2022/06/14 21:46:08 - mmengine - INFO - Epoch(train) [10][240/3757] lr: 5.000e-04 eta: 2:17:10 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.4018 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5569 loss: 0.5569 2022/06/14 21:46:16 - mmengine - INFO - Epoch(train) [10][260/3757] lr: 5.000e-04 eta: 2:17:03 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 3.5267 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5221 loss: 0.5221 2022/06/14 21:46:23 - mmengine - INFO - Epoch(train) [10][280/3757] lr: 5.000e-04 eta: 2:16:56 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.2724 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5648 loss: 0.5648 2022/06/14 21:46:30 - mmengine - INFO - Epoch(train) [10][300/3757] lr: 5.000e-04 eta: 2:16:48 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.6233 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7402 loss: 0.7402 2022/06/14 21:46:38 - mmengine - INFO - Epoch(train) [10][320/3757] lr: 5.000e-04 eta: 2:16:41 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8414 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9931 loss: 0.9931 2022/06/14 21:46:45 - mmengine - INFO - Epoch(train) [10][340/3757] lr: 5.000e-04 eta: 2:16:34 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3839 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9901 loss: 0.9901 2022/06/14 21:46:53 - mmengine - INFO - Epoch(train) [10][360/3757] lr: 5.000e-04 eta: 2:16:26 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4431 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6860 loss: 0.6860 2022/06/14 21:47:00 - mmengine - INFO - Epoch(train) [10][380/3757] lr: 5.000e-04 eta: 2:16:19 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7253 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8093 loss: 0.8093 2022/06/14 21:47:07 - mmengine - INFO - Epoch(train) [10][400/3757] lr: 5.000e-04 eta: 2:16:11 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.6240 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8284 loss: 0.8284 2022/06/14 21:47:15 - mmengine - INFO - Epoch(train) [10][420/3757] lr: 5.000e-04 eta: 2:16:04 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.1071 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8297 loss: 0.8297 2022/06/14 21:47:22 - mmengine - INFO - Epoch(train) [10][440/3757] lr: 5.000e-04 eta: 2:15:57 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7689 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7004 loss: 0.7004 2022/06/14 21:47:30 - mmengine - INFO - Epoch(train) [10][460/3757] lr: 5.000e-04 eta: 2:15:49 time: 0.367 data_time: 0.039 memory: 33358 grad_norm: 4.3347 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6979 loss: 0.6979 2022/06/14 21:47:37 - mmengine - INFO - Epoch(train) [10][480/3757] lr: 5.000e-04 eta: 2:15:42 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 3.9068 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9029 loss: 0.9029 2022/06/14 21:47:45 - mmengine - INFO - Epoch(train) [10][500/3757] lr: 5.000e-04 eta: 2:15:35 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.9793 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5972 loss: 0.5972 2022/06/14 21:47:52 - mmengine - INFO - Epoch(train) [10][520/3757] lr: 5.000e-04 eta: 2:15:27 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.6500 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9061 loss: 0.9061 2022/06/14 21:48:00 - mmengine - INFO - Epoch(train) [10][540/3757] lr: 5.000e-04 eta: 2:15:20 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.0868 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6170 loss: 0.6170 2022/06/14 21:48:07 - mmengine - INFO - Epoch(train) [10][560/3757] lr: 5.000e-04 eta: 2:15:13 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.0455 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8730 loss: 0.8730 2022/06/14 21:48:15 - mmengine - INFO - Epoch(train) [10][580/3757] lr: 5.000e-04 eta: 2:15:06 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.0606 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6712 loss: 0.6712 2022/06/14 21:48:22 - mmengine - INFO - Epoch(train) [10][600/3757] lr: 5.000e-04 eta: 2:14:58 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.6340 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7043 loss: 0.7043 2022/06/14 21:48:29 - mmengine - INFO - Epoch(train) [10][620/3757] lr: 5.000e-04 eta: 2:14:51 time: 0.363 data_time: 0.022 memory: 33358 grad_norm: 4.5486 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6876 loss: 0.6876 2022/06/14 21:48:37 - mmengine - INFO - Epoch(train) [10][640/3757] lr: 5.000e-04 eta: 2:14:43 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7652 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7858 loss: 0.7858 2022/06/14 21:48:44 - mmengine - INFO - Epoch(train) [10][660/3757] lr: 5.000e-04 eta: 2:14:36 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.8021 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5412 loss: 0.5412 2022/06/14 21:48:51 - mmengine - INFO - Epoch(train) [10][680/3757] lr: 5.000e-04 eta: 2:14:28 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 5.0388 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7631 loss: 0.7631 2022/06/14 21:48:59 - mmengine - INFO - Epoch(train) [10][700/3757] lr: 5.000e-04 eta: 2:14:21 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.5916 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5833 loss: 0.5833 2022/06/14 21:49:06 - mmengine - INFO - Epoch(train) [10][720/3757] lr: 5.000e-04 eta: 2:14:14 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 2.4088 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6789 loss: 0.6789 2022/06/14 21:49:14 - mmengine - INFO - Epoch(train) [10][740/3757] lr: 5.000e-04 eta: 2:14:07 time: 0.566 data_time: 0.003 memory: 33358 grad_norm: 4.3114 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8746 loss: 0.8746 2022/06/14 21:49:21 - mmengine - INFO - Epoch(train) [10][760/3757] lr: 5.000e-04 eta: 2:13:59 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.7400 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7458 loss: 0.7458 2022/06/14 21:49:28 - mmengine - INFO - Epoch(train) [10][780/3757] lr: 5.000e-04 eta: 2:13:52 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.1469 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9506 loss: 0.9506 2022/06/14 21:49:36 - mmengine - INFO - Epoch(train) [10][800/3757] lr: 5.000e-04 eta: 2:13:44 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.7787 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9662 loss: 0.9662 2022/06/14 21:49:43 - mmengine - INFO - Epoch(train) [10][820/3757] lr: 5.000e-04 eta: 2:13:37 time: 0.370 data_time: 0.005 memory: 33358 grad_norm: 5.1986 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8914 loss: 0.8914 2022/06/14 21:49:50 - mmengine - INFO - Epoch(train) [10][840/3757] lr: 5.000e-04 eta: 2:13:29 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.0512 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7279 loss: 0.7279 2022/06/14 21:49:58 - mmengine - INFO - Epoch(train) [10][860/3757] lr: 5.000e-04 eta: 2:13:22 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.9449 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8500 loss: 0.8500 2022/06/14 21:50:05 - mmengine - INFO - Epoch(train) [10][880/3757] lr: 5.000e-04 eta: 2:13:15 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9435 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9385 loss: 0.9385 2022/06/14 21:50:12 - mmengine - INFO - Epoch(train) [10][900/3757] lr: 5.000e-04 eta: 2:13:07 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.9345 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8612 loss: 0.8612 2022/06/14 21:50:20 - mmengine - INFO - Epoch(train) [10][920/3757] lr: 5.000e-04 eta: 2:13:00 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.6789 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8628 loss: 0.8628 2022/06/14 21:50:27 - mmengine - INFO - Epoch(train) [10][940/3757] lr: 5.000e-04 eta: 2:12:52 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1927 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7057 loss: 0.7057 2022/06/14 21:50:35 - mmengine - INFO - Epoch(train) [10][960/3757] lr: 5.000e-04 eta: 2:12:45 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.6022 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8914 loss: 0.8914 2022/06/14 21:50:42 - mmengine - INFO - Epoch(train) [10][980/3757] lr: 5.000e-04 eta: 2:12:38 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.5145 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7392 loss: 0.7392 2022/06/14 21:50:49 - mmengine - INFO - Epoch(train) [10][1000/3757] lr: 5.000e-04 eta: 2:12:30 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 3.6448 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6185 loss: 0.6185 2022/06/14 21:50:57 - mmengine - INFO - Epoch(train) [10][1020/3757] lr: 5.000e-04 eta: 2:12:23 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8173 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8438 loss: 0.8438 2022/06/14 21:51:04 - mmengine - INFO - Epoch(train) [10][1040/3757] lr: 5.000e-04 eta: 2:12:16 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.4420 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6088 loss: 0.6088 2022/06/14 21:51:11 - mmengine - INFO - Epoch(train) [10][1060/3757] lr: 5.000e-04 eta: 2:12:08 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.3118 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6586 loss: 0.6586 2022/06/14 21:51:19 - mmengine - INFO - Epoch(train) [10][1080/3757] lr: 5.000e-04 eta: 2:12:01 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.3853 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8167 loss: 0.8167 2022/06/14 21:51:27 - mmengine - INFO - Epoch(train) [10][1100/3757] lr: 5.000e-04 eta: 2:11:54 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8656 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6597 loss: 0.6597 2022/06/14 21:51:34 - mmengine - INFO - Epoch(train) [10][1120/3757] lr: 5.000e-04 eta: 2:11:46 time: 0.408 data_time: 0.002 memory: 33358 grad_norm: 5.0538 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7497 loss: 0.7497 2022/06/14 21:51:41 - mmengine - INFO - Epoch(train) [10][1140/3757] lr: 5.000e-04 eta: 2:11:39 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9421 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8305 loss: 0.8305 2022/06/14 21:51:49 - mmengine - INFO - Epoch(train) [10][1160/3757] lr: 5.000e-04 eta: 2:11:31 time: 0.370 data_time: 0.009 memory: 33358 grad_norm: 4.1628 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0189 loss: 1.0189 2022/06/14 21:51:56 - mmengine - INFO - Epoch(train) [10][1180/3757] lr: 5.000e-04 eta: 2:11:24 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.0511 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4864 loss: 0.4864 2022/06/14 21:51:59 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:52:03 - mmengine - INFO - Epoch(train) [10][1200/3757] lr: 5.000e-04 eta: 2:11:17 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.3282 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8357 loss: 0.8357 2022/06/14 21:52:11 - mmengine - INFO - Epoch(train) [10][1220/3757] lr: 5.000e-04 eta: 2:11:09 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.0207 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5863 loss: 0.5863 2022/06/14 21:52:18 - mmengine - INFO - Epoch(train) [10][1240/3757] lr: 5.000e-04 eta: 2:11:02 time: 0.368 data_time: 0.002 memory: 33358 grad_norm: 5.1699 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7658 loss: 0.7658 2022/06/14 21:52:26 - mmengine - INFO - Epoch(train) [10][1260/3757] lr: 5.000e-04 eta: 2:10:54 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.0141 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7146 loss: 0.7146 2022/06/14 21:52:33 - mmengine - INFO - Epoch(train) [10][1280/3757] lr: 5.000e-04 eta: 2:10:47 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 4.7861 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6428 loss: 0.6428 2022/06/14 21:52:40 - mmengine - INFO - Epoch(train) [10][1300/3757] lr: 5.000e-04 eta: 2:10:40 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.6869 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6952 loss: 0.6952 2022/06/14 21:52:48 - mmengine - INFO - Epoch(train) [10][1320/3757] lr: 5.000e-04 eta: 2:10:32 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.6764 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9151 loss: 0.9151 2022/06/14 21:52:55 - mmengine - INFO - Epoch(train) [10][1340/3757] lr: 5.000e-04 eta: 2:10:25 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.3687 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7257 loss: 0.7257 2022/06/14 21:53:02 - mmengine - INFO - Epoch(train) [10][1360/3757] lr: 5.000e-04 eta: 2:10:17 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 3.4518 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4497 loss: 0.4497 2022/06/14 21:53:09 - mmengine - INFO - Epoch(train) [10][1380/3757] lr: 5.000e-04 eta: 2:10:10 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.4123 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7387 loss: 0.7387 2022/06/14 21:53:17 - mmengine - INFO - Epoch(train) [10][1400/3757] lr: 5.000e-04 eta: 2:10:03 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 6.1991 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5795 loss: 0.5795 2022/06/14 21:53:24 - mmengine - INFO - Epoch(train) [10][1420/3757] lr: 5.000e-04 eta: 2:09:55 time: 0.370 data_time: 0.025 memory: 33358 grad_norm: 4.3108 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.5695 loss: 0.5695 2022/06/14 21:53:32 - mmengine - INFO - Epoch(train) [10][1440/3757] lr: 5.000e-04 eta: 2:09:48 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 3.3016 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5517 loss: 0.5517 2022/06/14 21:53:39 - mmengine - INFO - Epoch(train) [10][1460/3757] lr: 5.000e-04 eta: 2:09:40 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.7431 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9601 loss: 0.9601 2022/06/14 21:53:46 - mmengine - INFO - Epoch(train) [10][1480/3757] lr: 5.000e-04 eta: 2:09:33 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 3.7645 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5578 loss: 0.5578 2022/06/14 21:53:54 - mmengine - INFO - Epoch(train) [10][1500/3757] lr: 5.000e-04 eta: 2:09:26 time: 0.496 data_time: 0.005 memory: 33358 grad_norm: 4.2428 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8898 loss: 0.8898 2022/06/14 21:54:01 - mmengine - INFO - Epoch(train) [10][1520/3757] lr: 5.000e-04 eta: 2:09:18 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.0865 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7646 loss: 0.7646 2022/06/14 21:54:09 - mmengine - INFO - Epoch(train) [10][1540/3757] lr: 5.000e-04 eta: 2:09:11 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.3749 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8045 loss: 0.8045 2022/06/14 21:54:16 - mmengine - INFO - Epoch(train) [10][1560/3757] lr: 5.000e-04 eta: 2:09:04 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 7.8038 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.7045 loss: 0.7045 2022/06/14 21:54:23 - mmengine - INFO - Epoch(train) [10][1580/3757] lr: 5.000e-04 eta: 2:08:56 time: 0.376 data_time: 0.006 memory: 33358 grad_norm: 4.4654 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7157 loss: 0.7157 2022/06/14 21:54:31 - mmengine - INFO - Epoch(train) [10][1600/3757] lr: 5.000e-04 eta: 2:08:49 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.5572 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7739 loss: 0.7739 2022/06/14 21:54:38 - mmengine - INFO - Epoch(train) [10][1620/3757] lr: 5.000e-04 eta: 2:08:41 time: 0.365 data_time: 0.003 memory: 33358 grad_norm: 5.4000 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9196 loss: 0.9196 2022/06/14 21:54:45 - mmengine - INFO - Epoch(train) [10][1640/3757] lr: 5.000e-04 eta: 2:08:34 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.6113 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0358 loss: 1.0358 2022/06/14 21:54:53 - mmengine - INFO - Epoch(train) [10][1660/3757] lr: 5.000e-04 eta: 2:08:26 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9682 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8928 loss: 0.8928 2022/06/14 21:55:00 - mmengine - INFO - Epoch(train) [10][1680/3757] lr: 5.000e-04 eta: 2:08:19 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.4745 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6689 loss: 0.6689 2022/06/14 21:55:08 - mmengine - INFO - Epoch(train) [10][1700/3757] lr: 5.000e-04 eta: 2:08:12 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.1023 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9874 loss: 0.9874 2022/06/14 21:55:15 - mmengine - INFO - Epoch(train) [10][1720/3757] lr: 5.000e-04 eta: 2:08:05 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.2540 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6961 loss: 0.6961 2022/06/14 21:55:23 - mmengine - INFO - Epoch(train) [10][1740/3757] lr: 5.000e-04 eta: 2:07:57 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6302 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6043 loss: 0.6043 2022/06/14 21:55:30 - mmengine - INFO - Epoch(train) [10][1760/3757] lr: 5.000e-04 eta: 2:07:50 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.8796 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0554 loss: 1.0554 2022/06/14 21:55:37 - mmengine - INFO - Epoch(train) [10][1780/3757] lr: 5.000e-04 eta: 2:07:42 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.1653 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6893 loss: 0.6893 2022/06/14 21:55:45 - mmengine - INFO - Epoch(train) [10][1800/3757] lr: 5.000e-04 eta: 2:07:35 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.3003 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9247 loss: 0.9247 2022/06/14 21:55:52 - mmengine - INFO - Epoch(train) [10][1820/3757] lr: 5.000e-04 eta: 2:07:28 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.5149 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5891 loss: 0.5891 2022/06/14 21:55:59 - mmengine - INFO - Epoch(train) [10][1840/3757] lr: 5.000e-04 eta: 2:07:20 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.9184 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7827 loss: 0.7827 2022/06/14 21:56:07 - mmengine - INFO - Epoch(train) [10][1860/3757] lr: 5.000e-04 eta: 2:07:13 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8207 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6192 loss: 0.6192 2022/06/14 21:56:14 - mmengine - INFO - Epoch(train) [10][1880/3757] lr: 5.000e-04 eta: 2:07:05 time: 0.470 data_time: 0.007 memory: 33358 grad_norm: 4.7433 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6955 loss: 0.6955 2022/06/14 21:56:21 - mmengine - INFO - Epoch(train) [10][1900/3757] lr: 5.000e-04 eta: 2:06:58 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.4123 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7529 loss: 0.7529 2022/06/14 21:56:29 - mmengine - INFO - Epoch(train) [10][1920/3757] lr: 5.000e-04 eta: 2:06:51 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.0022 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8307 loss: 0.8307 2022/06/14 21:56:36 - mmengine - INFO - Epoch(train) [10][1940/3757] lr: 5.000e-04 eta: 2:06:43 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.7810 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8139 loss: 0.8139 2022/06/14 21:56:43 - mmengine - INFO - Epoch(train) [10][1960/3757] lr: 5.000e-04 eta: 2:06:36 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 3.1429 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0743 loss: 1.0743 2022/06/14 21:56:51 - mmengine - INFO - Epoch(train) [10][1980/3757] lr: 5.000e-04 eta: 2:06:28 time: 0.370 data_time: 0.005 memory: 33358 grad_norm: 5.7708 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7187 loss: 0.7187 2022/06/14 21:56:58 - mmengine - INFO - Epoch(train) [10][2000/3757] lr: 5.000e-04 eta: 2:06:21 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 6.0774 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7476 loss: 0.7476 2022/06/14 21:57:06 - mmengine - INFO - Epoch(train) [10][2020/3757] lr: 5.000e-04 eta: 2:06:14 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7202 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8169 loss: 0.8169 2022/06/14 21:57:13 - mmengine - INFO - Epoch(train) [10][2040/3757] lr: 5.000e-04 eta: 2:06:06 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.0136 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8966 loss: 0.8966 2022/06/14 21:57:20 - mmengine - INFO - Epoch(train) [10][2060/3757] lr: 5.000e-04 eta: 2:05:59 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.4003 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5589 loss: 0.5589 2022/06/14 21:57:28 - mmengine - INFO - Epoch(train) [10][2080/3757] lr: 5.000e-04 eta: 2:05:51 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 4.6356 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7436 loss: 0.7436 2022/06/14 21:57:35 - mmengine - INFO - Epoch(train) [10][2100/3757] lr: 5.000e-04 eta: 2:05:44 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.2441 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8709 loss: 0.8709 2022/06/14 21:57:42 - mmengine - INFO - Epoch(train) [10][2120/3757] lr: 5.000e-04 eta: 2:05:37 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.9124 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7147 loss: 0.7147 2022/06/14 21:57:50 - mmengine - INFO - Epoch(train) [10][2140/3757] lr: 5.000e-04 eta: 2:05:29 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.4285 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0547 loss: 1.0547 2022/06/14 21:57:57 - mmengine - INFO - Epoch(train) [10][2160/3757] lr: 5.000e-04 eta: 2:05:22 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 5.3254 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7981 loss: 0.7981 2022/06/14 21:58:04 - mmengine - INFO - Epoch(train) [10][2180/3757] lr: 5.000e-04 eta: 2:05:14 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 4.6399 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6839 loss: 0.6839 2022/06/14 21:58:07 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 21:58:12 - mmengine - INFO - Epoch(train) [10][2200/3757] lr: 5.000e-04 eta: 2:05:07 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.2529 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6865 loss: 0.6865 2022/06/14 21:58:19 - mmengine - INFO - Epoch(train) [10][2220/3757] lr: 5.000e-04 eta: 2:05:00 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.0581 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6821 loss: 0.6821 2022/06/14 21:58:26 - mmengine - INFO - Epoch(train) [10][2240/3757] lr: 5.000e-04 eta: 2:04:52 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.2533 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6528 loss: 0.6528 2022/06/14 21:58:34 - mmengine - INFO - Epoch(train) [10][2260/3757] lr: 5.000e-04 eta: 2:04:45 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 4.5894 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7799 loss: 0.7799 2022/06/14 21:58:41 - mmengine - INFO - Epoch(train) [10][2280/3757] lr: 5.000e-04 eta: 2:04:37 time: 0.369 data_time: 0.041 memory: 33358 grad_norm: 4.9394 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9228 loss: 0.9228 2022/06/14 21:58:48 - mmengine - INFO - Epoch(train) [10][2300/3757] lr: 5.000e-04 eta: 2:04:30 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 4.6414 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7209 loss: 0.7209 2022/06/14 21:58:56 - mmengine - INFO - Epoch(train) [10][2320/3757] lr: 5.000e-04 eta: 2:04:23 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.1288 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7825 loss: 0.7825 2022/06/14 21:59:03 - mmengine - INFO - Epoch(train) [10][2340/3757] lr: 5.000e-04 eta: 2:04:15 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.9935 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9200 loss: 0.9200 2022/06/14 21:59:11 - mmengine - INFO - Epoch(train) [10][2360/3757] lr: 5.000e-04 eta: 2:04:08 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7605 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8356 loss: 0.8356 2022/06/14 21:59:18 - mmengine - INFO - Epoch(train) [10][2380/3757] lr: 5.000e-04 eta: 2:04:00 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8024 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8749 loss: 0.8749 2022/06/14 21:59:25 - mmengine - INFO - Epoch(train) [10][2400/3757] lr: 5.000e-04 eta: 2:03:53 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8022 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9834 loss: 0.9834 2022/06/14 21:59:33 - mmengine - INFO - Epoch(train) [10][2420/3757] lr: 5.000e-04 eta: 2:03:46 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.4002 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6516 loss: 0.6516 2022/06/14 21:59:40 - mmengine - INFO - Epoch(train) [10][2440/3757] lr: 5.000e-04 eta: 2:03:38 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1348 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5449 loss: 0.5449 2022/06/14 21:59:47 - mmengine - INFO - Epoch(train) [10][2460/3757] lr: 5.000e-04 eta: 2:03:31 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.2318 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5796 loss: 0.5796 2022/06/14 21:59:55 - mmengine - INFO - Epoch(train) [10][2480/3757] lr: 5.000e-04 eta: 2:03:24 time: 0.561 data_time: 0.022 memory: 33358 grad_norm: 4.2873 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5418 loss: 0.5418 2022/06/14 22:00:02 - mmengine - INFO - Epoch(train) [10][2500/3757] lr: 5.000e-04 eta: 2:03:16 time: 0.372 data_time: 0.005 memory: 33358 grad_norm: 4.0014 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5304 loss: 0.5304 2022/06/14 22:00:09 - mmengine - INFO - Epoch(train) [10][2520/3757] lr: 5.000e-04 eta: 2:03:09 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8113 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5320 loss: 0.5320 2022/06/14 22:00:17 - mmengine - INFO - Epoch(train) [10][2540/3757] lr: 5.000e-04 eta: 2:03:01 time: 0.370 data_time: 0.008 memory: 33358 grad_norm: 3.9656 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1983 loss: 1.1983 2022/06/14 22:00:24 - mmengine - INFO - Epoch(train) [10][2560/3757] lr: 5.000e-04 eta: 2:02:54 time: 0.386 data_time: 0.005 memory: 33358 grad_norm: 4.5324 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7168 loss: 0.7168 2022/06/14 22:00:32 - mmengine - INFO - Epoch(train) [10][2580/3757] lr: 5.000e-04 eta: 2:02:47 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.2734 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5042 loss: 0.5042 2022/06/14 22:00:39 - mmengine - INFO - Epoch(train) [10][2600/3757] lr: 5.000e-04 eta: 2:02:39 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.4948 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.7566 loss: 0.7566 2022/06/14 22:00:46 - mmengine - INFO - Epoch(train) [10][2620/3757] lr: 5.000e-04 eta: 2:02:32 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.9973 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5321 loss: 0.5321 2022/06/14 22:00:54 - mmengine - INFO - Epoch(train) [10][2640/3757] lr: 5.000e-04 eta: 2:02:24 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 5.9629 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7294 loss: 0.7294 2022/06/14 22:01:01 - mmengine - INFO - Epoch(train) [10][2660/3757] lr: 5.000e-04 eta: 2:02:17 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5060 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4136 loss: 0.4136 2022/06/14 22:01:08 - mmengine - INFO - Epoch(train) [10][2680/3757] lr: 5.000e-04 eta: 2:02:10 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.9222 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4854 loss: 0.4854 2022/06/14 22:01:16 - mmengine - INFO - Epoch(train) [10][2700/3757] lr: 5.000e-04 eta: 2:02:02 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.4749 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7236 loss: 0.7236 2022/06/14 22:01:23 - mmengine - INFO - Epoch(train) [10][2720/3757] lr: 5.000e-04 eta: 2:01:55 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.3031 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5277 loss: 0.5277 2022/06/14 22:01:31 - mmengine - INFO - Epoch(train) [10][2740/3757] lr: 5.000e-04 eta: 2:01:48 time: 0.368 data_time: 0.009 memory: 33358 grad_norm: 4.8926 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7143 loss: 0.7143 2022/06/14 22:01:38 - mmengine - INFO - Epoch(train) [10][2760/3757] lr: 5.000e-04 eta: 2:01:40 time: 0.362 data_time: 0.020 memory: 33358 grad_norm: 4.5721 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7496 loss: 0.7496 2022/06/14 22:01:45 - mmengine - INFO - Epoch(train) [10][2780/3757] lr: 5.000e-04 eta: 2:01:33 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.1043 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7982 loss: 0.7982 2022/06/14 22:01:53 - mmengine - INFO - Epoch(train) [10][2800/3757] lr: 5.000e-04 eta: 2:01:25 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8680 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7565 loss: 0.7565 2022/06/14 22:02:00 - mmengine - INFO - Epoch(train) [10][2820/3757] lr: 5.000e-04 eta: 2:01:18 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.7480 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5916 loss: 0.5916 2022/06/14 22:02:07 - mmengine - INFO - Epoch(train) [10][2840/3757] lr: 5.000e-04 eta: 2:01:11 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.1720 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7703 loss: 0.7703 2022/06/14 22:02:15 - mmengine - INFO - Epoch(train) [10][2860/3757] lr: 5.000e-04 eta: 2:01:03 time: 0.413 data_time: 0.021 memory: 33358 grad_norm: 4.2669 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7748 loss: 0.7748 2022/06/14 22:02:22 - mmengine - INFO - Epoch(train) [10][2880/3757] lr: 5.000e-04 eta: 2:00:56 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.6610 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8719 loss: 0.8719 2022/06/14 22:02:30 - mmengine - INFO - Epoch(train) [10][2900/3757] lr: 5.000e-04 eta: 2:00:48 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.4617 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1208 loss: 1.1208 2022/06/14 22:02:37 - mmengine - INFO - Epoch(train) [10][2920/3757] lr: 5.000e-04 eta: 2:00:41 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 3.7688 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5450 loss: 0.5450 2022/06/14 22:02:44 - mmengine - INFO - Epoch(train) [10][2940/3757] lr: 5.000e-04 eta: 2:00:34 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.2912 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7812 loss: 0.7812 2022/06/14 22:02:52 - mmengine - INFO - Epoch(train) [10][2960/3757] lr: 5.000e-04 eta: 2:00:26 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 5.5416 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8385 loss: 0.8385 2022/06/14 22:02:59 - mmengine - INFO - Epoch(train) [10][2980/3757] lr: 5.000e-04 eta: 2:00:19 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.2487 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7690 loss: 0.7690 2022/06/14 22:03:06 - mmengine - INFO - Epoch(train) [10][3000/3757] lr: 5.000e-04 eta: 2:00:11 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.5351 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6453 loss: 0.6453 2022/06/14 22:03:14 - mmengine - INFO - Epoch(train) [10][3020/3757] lr: 5.000e-04 eta: 2:00:04 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1863 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7112 loss: 0.7112 2022/06/14 22:03:21 - mmengine - INFO - Epoch(train) [10][3040/3757] lr: 5.000e-04 eta: 1:59:57 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8311 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1178 loss: 1.1178 2022/06/14 22:03:28 - mmengine - INFO - Epoch(train) [10][3060/3757] lr: 5.000e-04 eta: 1:59:49 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.0427 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6330 loss: 0.6330 2022/06/14 22:03:36 - mmengine - INFO - Epoch(train) [10][3080/3757] lr: 5.000e-04 eta: 1:59:42 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9250 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7082 loss: 0.7082 2022/06/14 22:03:43 - mmengine - INFO - Epoch(train) [10][3100/3757] lr: 5.000e-04 eta: 1:59:34 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 3.5309 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4386 loss: 0.4386 2022/06/14 22:03:51 - mmengine - INFO - Epoch(train) [10][3120/3757] lr: 5.000e-04 eta: 1:59:27 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.8661 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8428 loss: 0.8428 2022/06/14 22:03:58 - mmengine - INFO - Epoch(train) [10][3140/3757] lr: 5.000e-04 eta: 1:59:20 time: 0.363 data_time: 0.026 memory: 33358 grad_norm: 5.3793 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5479 loss: 0.5479 2022/06/14 22:04:05 - mmengine - INFO - Epoch(train) [10][3160/3757] lr: 5.000e-04 eta: 1:59:12 time: 0.348 data_time: 0.003 memory: 33358 grad_norm: 5.1434 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9047 loss: 0.9047 2022/06/14 22:04:13 - mmengine - INFO - Epoch(train) [10][3180/3757] lr: 5.000e-04 eta: 1:59:05 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.2967 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9233 loss: 0.9233 2022/06/14 22:04:15 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:04:20 - mmengine - INFO - Epoch(train) [10][3200/3757] lr: 5.000e-04 eta: 1:58:58 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.0640 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0186 loss: 1.0186 2022/06/14 22:04:27 - mmengine - INFO - Epoch(train) [10][3220/3757] lr: 5.000e-04 eta: 1:58:50 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7049 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7613 loss: 0.7613 2022/06/14 22:04:35 - mmengine - INFO - Epoch(train) [10][3240/3757] lr: 5.000e-04 eta: 1:58:43 time: 0.449 data_time: 0.005 memory: 33358 grad_norm: 4.8882 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6724 loss: 0.6724 2022/06/14 22:04:42 - mmengine - INFO - Epoch(train) [10][3260/3757] lr: 5.000e-04 eta: 1:58:35 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.2306 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6212 loss: 0.6212 2022/06/14 22:04:50 - mmengine - INFO - Epoch(train) [10][3280/3757] lr: 5.000e-04 eta: 1:58:28 time: 0.369 data_time: 0.007 memory: 33358 grad_norm: 5.0597 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7053 loss: 0.7053 2022/06/14 22:04:57 - mmengine - INFO - Epoch(train) [10][3300/3757] lr: 5.000e-04 eta: 1:58:21 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.6170 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4437 loss: 0.4437 2022/06/14 22:05:04 - mmengine - INFO - Epoch(train) [10][3320/3757] lr: 5.000e-04 eta: 1:58:13 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.4391 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7978 loss: 0.7978 2022/06/14 22:05:12 - mmengine - INFO - Epoch(train) [10][3340/3757] lr: 5.000e-04 eta: 1:58:06 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9951 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8886 loss: 0.8886 2022/06/14 22:05:19 - mmengine - INFO - Epoch(train) [10][3360/3757] lr: 5.000e-04 eta: 1:57:58 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.3167 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9703 loss: 0.9703 2022/06/14 22:05:26 - mmengine - INFO - Epoch(train) [10][3380/3757] lr: 5.000e-04 eta: 1:57:51 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9998 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5825 loss: 0.5825 2022/06/14 22:05:34 - mmengine - INFO - Epoch(train) [10][3400/3757] lr: 5.000e-04 eta: 1:57:44 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.5319 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6402 loss: 0.6402 2022/06/14 22:05:41 - mmengine - INFO - Epoch(train) [10][3420/3757] lr: 5.000e-04 eta: 1:57:36 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.3296 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0267 loss: 1.0267 2022/06/14 22:05:48 - mmengine - INFO - Epoch(train) [10][3440/3757] lr: 5.000e-04 eta: 1:57:29 time: 0.366 data_time: 0.003 memory: 33358 grad_norm: 5.3007 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8059 loss: 0.8059 2022/06/14 22:05:56 - mmengine - INFO - Epoch(train) [10][3460/3757] lr: 5.000e-04 eta: 1:57:21 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.6032 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5301 loss: 0.5301 2022/06/14 22:06:03 - mmengine - INFO - Epoch(train) [10][3480/3757] lr: 5.000e-04 eta: 1:57:14 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.4708 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9719 loss: 0.9719 2022/06/14 22:06:10 - mmengine - INFO - Epoch(train) [10][3500/3757] lr: 5.000e-04 eta: 1:57:07 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.6964 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8797 loss: 0.8797 2022/06/14 22:06:18 - mmengine - INFO - Epoch(train) [10][3520/3757] lr: 5.000e-04 eta: 1:56:59 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 5.2589 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4838 loss: 0.4838 2022/06/14 22:06:25 - mmengine - INFO - Epoch(train) [10][3540/3757] lr: 5.000e-04 eta: 1:56:52 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 5.1381 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9303 loss: 0.9303 2022/06/14 22:06:33 - mmengine - INFO - Epoch(train) [10][3560/3757] lr: 5.000e-04 eta: 1:56:44 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.2520 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7241 loss: 0.7241 2022/06/14 22:06:40 - mmengine - INFO - Epoch(train) [10][3580/3757] lr: 5.000e-04 eta: 1:56:37 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.4674 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8107 loss: 0.8107 2022/06/14 22:06:48 - mmengine - INFO - Epoch(train) [10][3600/3757] lr: 5.000e-04 eta: 1:56:30 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9025 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9833 loss: 0.9833 2022/06/14 22:06:55 - mmengine - INFO - Epoch(train) [10][3620/3757] lr: 5.000e-04 eta: 1:56:22 time: 0.411 data_time: 0.006 memory: 33358 grad_norm: 4.5938 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6296 loss: 0.6296 2022/06/14 22:07:02 - mmengine - INFO - Epoch(train) [10][3640/3757] lr: 5.000e-04 eta: 1:56:15 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.6291 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6005 loss: 0.6005 2022/06/14 22:07:10 - mmengine - INFO - Epoch(train) [10][3660/3757] lr: 5.000e-04 eta: 1:56:08 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.5485 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7027 loss: 0.7027 2022/06/14 22:07:17 - mmengine - INFO - Epoch(train) [10][3680/3757] lr: 5.000e-04 eta: 1:56:00 time: 0.361 data_time: 0.015 memory: 33358 grad_norm: 3.5973 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7184 loss: 0.7184 2022/06/14 22:07:24 - mmengine - INFO - Epoch(train) [10][3700/3757] lr: 5.000e-04 eta: 1:55:53 time: 0.369 data_time: 0.007 memory: 33358 grad_norm: 4.9046 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1117 loss: 1.1117 2022/06/14 22:07:32 - mmengine - INFO - Epoch(train) [10][3720/3757] lr: 5.000e-04 eta: 1:55:45 time: 0.361 data_time: 0.008 memory: 33358 grad_norm: 4.5607 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0664 loss: 1.0664 2022/06/14 22:07:39 - mmengine - INFO - Epoch(train) [10][3740/3757] lr: 5.000e-04 eta: 1:55:38 time: 0.356 data_time: 0.005 memory: 33358 grad_norm: 4.5485 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 0.7063 loss: 0.7063 2022/06/14 22:07:45 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:07:45 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/06/14 22:07:59 - mmengine - INFO - Epoch(val) [10][20/310] eta: 0:01:53 time: 0.136 data_time: 0.010 memory: 33358 2022/06/14 22:08:04 - mmengine - INFO - Epoch(val) [10][40/310] eta: 0:01:31 time: 0.124 data_time: 0.002 memory: 3465 2022/06/14 22:08:08 - mmengine - INFO - Epoch(val) [10][60/310] eta: 0:00:30 time: 0.118 data_time: 0.002 memory: 3465 2022/06/14 22:08:13 - mmengine - INFO - Epoch(val) [10][80/310] eta: 0:00:27 time: 0.118 data_time: 0.001 memory: 3465 2022/06/14 22:08:20 - mmengine - INFO - Epoch(val) [10][100/310] eta: 0:01:08 time: 0.130 data_time: 0.006 memory: 3465 2022/06/14 22:08:25 - mmengine - INFO - Epoch(val) [10][120/310] eta: 0:01:08 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 22:08:29 - mmengine - INFO - Epoch(val) [10][140/310] eta: 0:00:22 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 22:08:34 - mmengine - INFO - Epoch(val) [10][160/310] eta: 0:00:18 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 22:08:41 - mmengine - INFO - Epoch(val) [10][180/310] eta: 0:00:44 time: 0.154 data_time: 0.023 memory: 3465 2022/06/14 22:08:46 - mmengine - INFO - Epoch(val) [10][200/310] eta: 0:00:39 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 22:08:51 - mmengine - INFO - Epoch(val) [10][220/310] eta: 0:00:12 time: 0.124 data_time: 0.002 memory: 3465 2022/06/14 22:08:55 - mmengine - INFO - Epoch(val) [10][240/310] eta: 0:00:08 time: 0.114 data_time: 0.001 memory: 3465 2022/06/14 22:09:02 - mmengine - INFO - Epoch(val) [10][260/310] eta: 0:00:17 time: 0.329 data_time: 0.214 memory: 3465 2022/06/14 22:09:06 - mmengine - INFO - Epoch(val) [10][280/310] eta: 0:00:07 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 22:09:08 - mmengine - INFO - Epoch(val) [10][300/310] eta: 0:00:01 time: 0.113 data_time: 0.001 memory: 3465 2022/06/14 22:09:11 - mmengine - INFO - Epoch(val) [10][310/310] acc/top1: 0.7579 acc/top5: 0.9273 acc/mean1: 0.7578 2022/06/14 22:09:22 - mmengine - INFO - Epoch(train) [11][20/3757] lr: 5.000e-05 eta: 1:55:25 time: 0.381 data_time: 0.027 memory: 33358 grad_norm: 4.7984 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6025 loss: 0.6025 2022/06/14 22:09:30 - mmengine - INFO - Epoch(train) [11][40/3757] lr: 5.000e-05 eta: 1:55:18 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 3.8931 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6678 loss: 0.6678 2022/06/14 22:09:37 - mmengine - INFO - Epoch(train) [11][60/3757] lr: 5.000e-05 eta: 1:55:10 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6533 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5239 loss: 0.5239 2022/06/14 22:09:45 - mmengine - INFO - Epoch(train) [11][80/3757] lr: 5.000e-05 eta: 1:55:03 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 3.7743 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5808 loss: 0.5808 2022/06/14 22:09:52 - mmengine - INFO - Epoch(train) [11][100/3757] lr: 5.000e-05 eta: 1:54:56 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.9542 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6711 loss: 0.6711 2022/06/14 22:09:59 - mmengine - INFO - Epoch(train) [11][120/3757] lr: 5.000e-05 eta: 1:54:48 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.9675 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8335 loss: 0.8335 2022/06/14 22:10:07 - mmengine - INFO - Epoch(train) [11][140/3757] lr: 5.000e-05 eta: 1:54:41 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.0916 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8688 loss: 0.8688 2022/06/14 22:10:14 - mmengine - INFO - Epoch(train) [11][160/3757] lr: 5.000e-05 eta: 1:54:34 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.1914 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5749 loss: 0.5749 2022/06/14 22:10:22 - mmengine - INFO - Epoch(train) [11][180/3757] lr: 5.000e-05 eta: 1:54:26 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2132 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5361 loss: 0.5361 2022/06/14 22:10:29 - mmengine - INFO - Epoch(train) [11][200/3757] lr: 5.000e-05 eta: 1:54:19 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 4.8222 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1516 loss: 1.1516 2022/06/14 22:10:36 - mmengine - INFO - Epoch(train) [11][220/3757] lr: 5.000e-05 eta: 1:54:11 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 6.0873 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9593 loss: 0.9593 2022/06/14 22:10:44 - mmengine - INFO - Epoch(train) [11][240/3757] lr: 5.000e-05 eta: 1:54:04 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.8674 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9312 loss: 0.9312 2022/06/14 22:10:51 - mmengine - INFO - Epoch(train) [11][260/3757] lr: 5.000e-05 eta: 1:53:56 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.3305 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4820 loss: 0.4820 2022/06/14 22:10:58 - mmengine - INFO - Epoch(train) [11][280/3757] lr: 5.000e-05 eta: 1:53:49 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.0196 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6250 loss: 0.6250 2022/06/14 22:11:06 - mmengine - INFO - Epoch(train) [11][300/3757] lr: 5.000e-05 eta: 1:53:42 time: 0.523 data_time: 0.173 memory: 33358 grad_norm: 4.7632 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7869 loss: 0.7869 2022/06/14 22:11:13 - mmengine - INFO - Epoch(train) [11][320/3757] lr: 5.000e-05 eta: 1:53:34 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.0637 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8200 loss: 0.8200 2022/06/14 22:11:21 - mmengine - INFO - Epoch(train) [11][340/3757] lr: 5.000e-05 eta: 1:53:27 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.2979 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7823 loss: 0.7823 2022/06/14 22:11:28 - mmengine - INFO - Epoch(train) [11][360/3757] lr: 5.000e-05 eta: 1:53:20 time: 0.365 data_time: 0.021 memory: 33358 grad_norm: 4.6620 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7182 loss: 0.7182 2022/06/14 22:11:35 - mmengine - INFO - Epoch(train) [11][380/3757] lr: 5.000e-05 eta: 1:53:12 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 4.6883 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4342 loss: 0.4342 2022/06/14 22:11:43 - mmengine - INFO - Epoch(train) [11][400/3757] lr: 5.000e-05 eta: 1:53:05 time: 0.361 data_time: 0.029 memory: 33358 grad_norm: 4.7269 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7576 loss: 0.7576 2022/06/14 22:11:50 - mmengine - INFO - Epoch(train) [11][420/3757] lr: 5.000e-05 eta: 1:52:58 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1636 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6276 loss: 0.6276 2022/06/14 22:11:54 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:11:58 - mmengine - INFO - Epoch(train) [11][440/3757] lr: 5.000e-05 eta: 1:52:50 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.0432 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5619 loss: 0.5619 2022/06/14 22:12:05 - mmengine - INFO - Epoch(train) [11][460/3757] lr: 5.000e-05 eta: 1:52:43 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.2685 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4428 loss: 0.4428 2022/06/14 22:12:12 - mmengine - INFO - Epoch(train) [11][480/3757] lr: 5.000e-05 eta: 1:52:35 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.6521 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1143 loss: 1.1143 2022/06/14 22:12:20 - mmengine - INFO - Epoch(train) [11][500/3757] lr: 5.000e-05 eta: 1:52:28 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 3.8343 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4391 loss: 0.4391 2022/06/14 22:12:27 - mmengine - INFO - Epoch(train) [11][520/3757] lr: 5.000e-05 eta: 1:52:21 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.8201 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6157 loss: 0.6157 2022/06/14 22:12:35 - mmengine - INFO - Epoch(train) [11][540/3757] lr: 5.000e-05 eta: 1:52:13 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.5614 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7400 loss: 0.7400 2022/06/14 22:12:42 - mmengine - INFO - Epoch(train) [11][560/3757] lr: 5.000e-05 eta: 1:52:06 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.9439 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4793 loss: 0.4793 2022/06/14 22:12:50 - mmengine - INFO - Epoch(train) [11][580/3757] lr: 5.000e-05 eta: 1:51:59 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.1014 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7844 loss: 0.7844 2022/06/14 22:12:57 - mmengine - INFO - Epoch(train) [11][600/3757] lr: 5.000e-05 eta: 1:51:51 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.3659 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7009 loss: 0.7009 2022/06/14 22:13:04 - mmengine - INFO - Epoch(train) [11][620/3757] lr: 5.000e-05 eta: 1:51:44 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.7360 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4461 loss: 0.4461 2022/06/14 22:13:12 - mmengine - INFO - Epoch(train) [11][640/3757] lr: 5.000e-05 eta: 1:51:37 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.2479 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7975 loss: 0.7975 2022/06/14 22:13:19 - mmengine - INFO - Epoch(train) [11][660/3757] lr: 5.000e-05 eta: 1:51:29 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.7476 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5890 loss: 0.5890 2022/06/14 22:13:26 - mmengine - INFO - Epoch(train) [11][680/3757] lr: 5.000e-05 eta: 1:51:22 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.7880 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4559 loss: 0.4559 2022/06/14 22:13:34 - mmengine - INFO - Epoch(train) [11][700/3757] lr: 5.000e-05 eta: 1:51:14 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 6.2825 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6784 loss: 0.6784 2022/06/14 22:13:41 - mmengine - INFO - Epoch(train) [11][720/3757] lr: 5.000e-05 eta: 1:51:07 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.6970 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7726 loss: 0.7726 2022/06/14 22:13:49 - mmengine - INFO - Epoch(train) [11][740/3757] lr: 5.000e-05 eta: 1:51:00 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7879 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4721 loss: 0.4721 2022/06/14 22:13:56 - mmengine - INFO - Epoch(train) [11][760/3757] lr: 5.000e-05 eta: 1:50:52 time: 0.357 data_time: 0.006 memory: 33358 grad_norm: 4.3802 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6426 loss: 0.6426 2022/06/14 22:14:03 - mmengine - INFO - Epoch(train) [11][780/3757] lr: 5.000e-05 eta: 1:50:45 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8643 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 0.7904 loss: 0.7904 2022/06/14 22:14:11 - mmengine - INFO - Epoch(train) [11][800/3757] lr: 5.000e-05 eta: 1:50:37 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.0686 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9149 loss: 0.9149 2022/06/14 22:14:18 - mmengine - INFO - Epoch(train) [11][820/3757] lr: 5.000e-05 eta: 1:50:30 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.8539 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7670 loss: 0.7670 2022/06/14 22:14:25 - mmengine - INFO - Epoch(train) [11][840/3757] lr: 5.000e-05 eta: 1:50:23 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.3466 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7979 loss: 0.7979 2022/06/14 22:14:33 - mmengine - INFO - Epoch(train) [11][860/3757] lr: 5.000e-05 eta: 1:50:15 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.7185 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.3304 loss: 0.3304 2022/06/14 22:14:40 - mmengine - INFO - Epoch(train) [11][880/3757] lr: 5.000e-05 eta: 1:50:08 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.1398 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7919 loss: 0.7919 2022/06/14 22:14:48 - mmengine - INFO - Epoch(train) [11][900/3757] lr: 5.000e-05 eta: 1:50:01 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.8780 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5529 loss: 0.5529 2022/06/14 22:14:55 - mmengine - INFO - Epoch(train) [11][920/3757] lr: 5.000e-05 eta: 1:49:53 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.4763 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6722 loss: 0.6722 2022/06/14 22:15:02 - mmengine - INFO - Epoch(train) [11][940/3757] lr: 5.000e-05 eta: 1:49:46 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1598 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5870 loss: 0.5870 2022/06/14 22:15:10 - mmengine - INFO - Epoch(train) [11][960/3757] lr: 5.000e-05 eta: 1:49:38 time: 0.367 data_time: 0.009 memory: 33358 grad_norm: 4.2044 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7973 loss: 0.7973 2022/06/14 22:15:17 - mmengine - INFO - Epoch(train) [11][980/3757] lr: 5.000e-05 eta: 1:49:31 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9044 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6817 loss: 0.6817 2022/06/14 22:15:25 - mmengine - INFO - Epoch(train) [11][1000/3757] lr: 5.000e-05 eta: 1:49:24 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 4.3179 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5840 loss: 0.5840 2022/06/14 22:15:32 - mmengine - INFO - Epoch(train) [11][1020/3757] lr: 5.000e-05 eta: 1:49:16 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.2189 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6158 loss: 0.6158 2022/06/14 22:15:40 - mmengine - INFO - Epoch(train) [11][1040/3757] lr: 5.000e-05 eta: 1:49:09 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9921 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6222 loss: 0.6222 2022/06/14 22:15:47 - mmengine - INFO - Epoch(train) [11][1060/3757] lr: 5.000e-05 eta: 1:49:02 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1049 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7871 loss: 0.7871 2022/06/14 22:15:54 - mmengine - INFO - Epoch(train) [11][1080/3757] lr: 5.000e-05 eta: 1:48:54 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.4834 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8766 loss: 0.8766 2022/06/14 22:16:02 - mmengine - INFO - Epoch(train) [11][1100/3757] lr: 5.000e-05 eta: 1:48:47 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 6.1364 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8238 loss: 0.8238 2022/06/14 22:16:09 - mmengine - INFO - Epoch(train) [11][1120/3757] lr: 5.000e-05 eta: 1:48:39 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 4.6400 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7814 loss: 0.7814 2022/06/14 22:16:16 - mmengine - INFO - Epoch(train) [11][1140/3757] lr: 5.000e-05 eta: 1:48:32 time: 0.408 data_time: 0.007 memory: 33358 grad_norm: 4.6001 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.5816 loss: 0.5816 2022/06/14 22:16:24 - mmengine - INFO - Epoch(train) [11][1160/3757] lr: 5.000e-05 eta: 1:48:25 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.2710 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8672 loss: 0.8672 2022/06/14 22:16:31 - mmengine - INFO - Epoch(train) [11][1180/3757] lr: 5.000e-05 eta: 1:48:17 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.7779 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5044 loss: 0.5044 2022/06/14 22:16:39 - mmengine - INFO - Epoch(train) [11][1200/3757] lr: 5.000e-05 eta: 1:48:10 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.0225 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.5709 loss: 0.5709 2022/06/14 22:16:46 - mmengine - INFO - Epoch(train) [11][1220/3757] lr: 5.000e-05 eta: 1:48:02 time: 0.385 data_time: 0.060 memory: 33358 grad_norm: 4.5989 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5073 loss: 0.5073 2022/06/14 22:16:53 - mmengine - INFO - Epoch(train) [11][1240/3757] lr: 5.000e-05 eta: 1:47:55 time: 0.367 data_time: 0.019 memory: 33358 grad_norm: 4.8350 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8401 loss: 0.8401 2022/06/14 22:17:01 - mmengine - INFO - Epoch(train) [11][1260/3757] lr: 5.000e-05 eta: 1:47:48 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 4.1874 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6911 loss: 0.6911 2022/06/14 22:17:08 - mmengine - INFO - Epoch(train) [11][1280/3757] lr: 5.000e-05 eta: 1:47:40 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.4840 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6258 loss: 0.6258 2022/06/14 22:17:15 - mmengine - INFO - Epoch(train) [11][1300/3757] lr: 5.000e-05 eta: 1:47:33 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.4849 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7183 loss: 0.7183 2022/06/14 22:17:23 - mmengine - INFO - Epoch(train) [11][1320/3757] lr: 5.000e-05 eta: 1:47:25 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.6208 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6102 loss: 0.6102 2022/06/14 22:17:30 - mmengine - INFO - Epoch(train) [11][1340/3757] lr: 5.000e-05 eta: 1:47:18 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.4179 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6962 loss: 0.6962 2022/06/14 22:17:37 - mmengine - INFO - Epoch(train) [11][1360/3757] lr: 5.000e-05 eta: 1:47:11 time: 0.364 data_time: 0.019 memory: 33358 grad_norm: 3.6501 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9090 loss: 0.9090 2022/06/14 22:17:45 - mmengine - INFO - Epoch(train) [11][1380/3757] lr: 5.000e-05 eta: 1:47:03 time: 0.365 data_time: 0.003 memory: 33358 grad_norm: 4.2685 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5959 loss: 0.5959 2022/06/14 22:17:52 - mmengine - INFO - Epoch(train) [11][1400/3757] lr: 5.000e-05 eta: 1:46:56 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.2960 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5809 loss: 0.5809 2022/06/14 22:17:59 - mmengine - INFO - Epoch(train) [11][1420/3757] lr: 5.000e-05 eta: 1:46:48 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9261 loss: 0.9261 2022/06/14 22:18:03 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:18:07 - mmengine - INFO - Epoch(train) [11][1440/3757] lr: 5.000e-05 eta: 1:46:41 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.8573 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5060 loss: 0.5060 2022/06/14 22:18:14 - mmengine - INFO - Epoch(train) [11][1460/3757] lr: 5.000e-05 eta: 1:46:34 time: 0.365 data_time: 0.031 memory: 33358 grad_norm: 4.3088 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7742 loss: 0.7742 2022/06/14 22:18:22 - mmengine - INFO - Epoch(train) [11][1480/3757] lr: 5.000e-05 eta: 1:46:26 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.5711 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5856 loss: 0.5856 2022/06/14 22:18:29 - mmengine - INFO - Epoch(train) [11][1500/3757] lr: 5.000e-05 eta: 1:46:19 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.1905 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9305 loss: 0.9305 2022/06/14 22:18:36 - mmengine - INFO - Epoch(train) [11][1520/3757] lr: 5.000e-05 eta: 1:46:12 time: 0.411 data_time: 0.002 memory: 33358 grad_norm: 5.7512 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6921 loss: 0.6921 2022/06/14 22:18:44 - mmengine - INFO - Epoch(train) [11][1540/3757] lr: 5.000e-05 eta: 1:46:04 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.9290 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3785 loss: 0.3785 2022/06/14 22:18:51 - mmengine - INFO - Epoch(train) [11][1560/3757] lr: 5.000e-05 eta: 1:45:57 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.3205 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5687 loss: 0.5687 2022/06/14 22:18:58 - mmengine - INFO - Epoch(train) [11][1580/3757] lr: 5.000e-05 eta: 1:45:49 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.3143 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4328 loss: 0.4328 2022/06/14 22:19:06 - mmengine - INFO - Epoch(train) [11][1600/3757] lr: 5.000e-05 eta: 1:45:42 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 5.8192 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6113 loss: 0.6113 2022/06/14 22:19:13 - mmengine - INFO - Epoch(train) [11][1620/3757] lr: 5.000e-05 eta: 1:45:35 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.8709 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6110 loss: 0.6110 2022/06/14 22:19:20 - mmengine - INFO - Epoch(train) [11][1640/3757] lr: 5.000e-05 eta: 1:45:27 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.4320 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4073 loss: 0.4073 2022/06/14 22:19:28 - mmengine - INFO - Epoch(train) [11][1660/3757] lr: 5.000e-05 eta: 1:45:20 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.2969 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9391 loss: 0.9391 2022/06/14 22:19:35 - mmengine - INFO - Epoch(train) [11][1680/3757] lr: 5.000e-05 eta: 1:45:12 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 3.9934 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5453 loss: 0.5453 2022/06/14 22:19:43 - mmengine - INFO - Epoch(train) [11][1700/3757] lr: 5.000e-05 eta: 1:45:05 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.2853 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5563 loss: 0.5563 2022/06/14 22:19:50 - mmengine - INFO - Epoch(train) [11][1720/3757] lr: 5.000e-05 eta: 1:44:58 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3380 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7559 loss: 0.7559 2022/06/14 22:19:58 - mmengine - INFO - Epoch(train) [11][1740/3757] lr: 5.000e-05 eta: 1:44:51 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 3.6687 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7555 loss: 0.7555 2022/06/14 22:20:05 - mmengine - INFO - Epoch(train) [11][1760/3757] lr: 5.000e-05 eta: 1:44:43 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.2490 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6176 loss: 0.6176 2022/06/14 22:20:13 - mmengine - INFO - Epoch(train) [11][1780/3757] lr: 5.000e-05 eta: 1:44:36 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 3.8250 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9013 loss: 0.9013 2022/06/14 22:20:22 - mmengine - INFO - Epoch(train) [11][1800/3757] lr: 5.000e-05 eta: 1:44:29 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.1529 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8166 loss: 0.8166 2022/06/14 22:20:29 - mmengine - INFO - Epoch(train) [11][1820/3757] lr: 5.000e-05 eta: 1:44:22 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.9130 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7508 loss: 0.7508 2022/06/14 22:20:36 - mmengine - INFO - Epoch(train) [11][1840/3757] lr: 5.000e-05 eta: 1:44:14 time: 0.488 data_time: 0.006 memory: 33358 grad_norm: 3.4294 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3868 loss: 0.3868 2022/06/14 22:20:44 - mmengine - INFO - Epoch(train) [11][1860/3757] lr: 5.000e-05 eta: 1:44:07 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.7255 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7291 loss: 0.7291 2022/06/14 22:20:51 - mmengine - INFO - Epoch(train) [11][1880/3757] lr: 5.000e-05 eta: 1:44:00 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.6802 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9717 loss: 0.9717 2022/06/14 22:20:59 - mmengine - INFO - Epoch(train) [11][1900/3757] lr: 5.000e-05 eta: 1:43:52 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5836 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7297 loss: 0.7297 2022/06/14 22:21:06 - mmengine - INFO - Epoch(train) [11][1920/3757] lr: 5.000e-05 eta: 1:43:45 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 5.0718 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9126 loss: 0.9126 2022/06/14 22:21:13 - mmengine - INFO - Epoch(train) [11][1940/3757] lr: 5.000e-05 eta: 1:43:37 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.0276 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7302 loss: 0.7302 2022/06/14 22:21:21 - mmengine - INFO - Epoch(train) [11][1960/3757] lr: 5.000e-05 eta: 1:43:30 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.7181 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5702 loss: 0.5702 2022/06/14 22:21:28 - mmengine - INFO - Epoch(train) [11][1980/3757] lr: 5.000e-05 eta: 1:43:23 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.2826 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6969 loss: 0.6969 2022/06/14 22:21:35 - mmengine - INFO - Epoch(train) [11][2000/3757] lr: 5.000e-05 eta: 1:43:15 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.6268 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6470 loss: 0.6470 2022/06/14 22:21:43 - mmengine - INFO - Epoch(train) [11][2020/3757] lr: 5.000e-05 eta: 1:43:08 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.2613 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8485 loss: 0.8485 2022/06/14 22:21:50 - mmengine - INFO - Epoch(train) [11][2040/3757] lr: 5.000e-05 eta: 1:43:00 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.1290 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5640 loss: 0.5640 2022/06/14 22:21:58 - mmengine - INFO - Epoch(train) [11][2060/3757] lr: 5.000e-05 eta: 1:42:53 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.9851 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5902 loss: 0.5902 2022/06/14 22:22:05 - mmengine - INFO - Epoch(train) [11][2080/3757] lr: 5.000e-05 eta: 1:42:46 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9327 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5531 loss: 0.5531 2022/06/14 22:22:12 - mmengine - INFO - Epoch(train) [11][2100/3757] lr: 5.000e-05 eta: 1:42:38 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.9594 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7431 loss: 0.7431 2022/06/14 22:22:20 - mmengine - INFO - Epoch(train) [11][2120/3757] lr: 5.000e-05 eta: 1:42:31 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8515 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7867 loss: 0.7867 2022/06/14 22:22:27 - mmengine - INFO - Epoch(train) [11][2140/3757] lr: 5.000e-05 eta: 1:42:24 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3618 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8343 loss: 0.8343 2022/06/14 22:22:35 - mmengine - INFO - Epoch(train) [11][2160/3757] lr: 5.000e-05 eta: 1:42:16 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.5624 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7359 loss: 0.7359 2022/06/14 22:22:42 - mmengine - INFO - Epoch(train) [11][2180/3757] lr: 5.000e-05 eta: 1:42:09 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 5.2300 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7029 loss: 0.7029 2022/06/14 22:22:49 - mmengine - INFO - Epoch(train) [11][2200/3757] lr: 5.000e-05 eta: 1:42:01 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.3072 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8320 loss: 0.8320 2022/06/14 22:22:57 - mmengine - INFO - Epoch(train) [11][2220/3757] lr: 5.000e-05 eta: 1:41:54 time: 0.382 data_time: 0.027 memory: 33358 grad_norm: 4.5931 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8668 loss: 0.8668 2022/06/14 22:23:04 - mmengine - INFO - Epoch(train) [11][2240/3757] lr: 5.000e-05 eta: 1:41:47 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.4160 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9985 loss: 0.9985 2022/06/14 22:23:11 - mmengine - INFO - Epoch(train) [11][2260/3757] lr: 5.000e-05 eta: 1:41:39 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.1091 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9258 loss: 0.9258 2022/06/14 22:23:19 - mmengine - INFO - Epoch(train) [11][2280/3757] lr: 5.000e-05 eta: 1:41:32 time: 0.366 data_time: 0.007 memory: 33358 grad_norm: 4.7504 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6630 loss: 0.6630 2022/06/14 22:23:26 - mmengine - INFO - Epoch(train) [11][2300/3757] lr: 5.000e-05 eta: 1:41:24 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5465 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8318 loss: 0.8318 2022/06/14 22:23:34 - mmengine - INFO - Epoch(train) [11][2320/3757] lr: 5.000e-05 eta: 1:41:17 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7835 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7728 loss: 0.7728 2022/06/14 22:23:41 - mmengine - INFO - Epoch(train) [11][2340/3757] lr: 5.000e-05 eta: 1:41:10 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.9409 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8044 loss: 0.8044 2022/06/14 22:23:48 - mmengine - INFO - Epoch(train) [11][2360/3757] lr: 5.000e-05 eta: 1:41:02 time: 0.363 data_time: 0.007 memory: 33358 grad_norm: 4.8054 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6679 loss: 0.6679 2022/06/14 22:23:56 - mmengine - INFO - Epoch(train) [11][2380/3757] lr: 5.000e-05 eta: 1:40:55 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.2832 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6097 loss: 0.6097 2022/06/14 22:24:03 - mmengine - INFO - Epoch(train) [11][2400/3757] lr: 5.000e-05 eta: 1:40:48 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.9047 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5048 loss: 0.5048 2022/06/14 22:24:11 - mmengine - INFO - Epoch(train) [11][2420/3757] lr: 5.000e-05 eta: 1:40:40 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.6982 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7677 loss: 0.7677 2022/06/14 22:24:14 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:24:18 - mmengine - INFO - Epoch(train) [11][2440/3757] lr: 5.000e-05 eta: 1:40:33 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.9103 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7698 loss: 0.7698 2022/06/14 22:24:25 - mmengine - INFO - Epoch(train) [11][2460/3757] lr: 5.000e-05 eta: 1:40:25 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 5.1258 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8928 loss: 0.8928 2022/06/14 22:24:33 - mmengine - INFO - Epoch(train) [11][2480/3757] lr: 5.000e-05 eta: 1:40:18 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.8599 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7890 loss: 0.7890 2022/06/14 22:24:40 - mmengine - INFO - Epoch(train) [11][2500/3757] lr: 5.000e-05 eta: 1:40:11 time: 0.367 data_time: 0.039 memory: 33358 grad_norm: 5.1396 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8879 loss: 0.8879 2022/06/14 22:24:48 - mmengine - INFO - Epoch(train) [11][2520/3757] lr: 5.000e-05 eta: 1:40:03 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.8012 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7577 loss: 0.7577 2022/06/14 22:24:55 - mmengine - INFO - Epoch(train) [11][2540/3757] lr: 5.000e-05 eta: 1:39:56 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4027 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8014 loss: 0.8014 2022/06/14 22:25:02 - mmengine - INFO - Epoch(train) [11][2560/3757] lr: 5.000e-05 eta: 1:39:49 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 6.2104 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7193 loss: 0.7193 2022/06/14 22:25:10 - mmengine - INFO - Epoch(train) [11][2580/3757] lr: 5.000e-05 eta: 1:39:41 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.6975 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6819 loss: 0.6819 2022/06/14 22:25:17 - mmengine - INFO - Epoch(train) [11][2600/3757] lr: 5.000e-05 eta: 1:39:34 time: 0.385 data_time: 0.029 memory: 33358 grad_norm: 3.9607 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7893 loss: 0.7893 2022/06/14 22:25:25 - mmengine - INFO - Epoch(train) [11][2620/3757] lr: 5.000e-05 eta: 1:39:26 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.6583 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6028 loss: 0.6028 2022/06/14 22:25:32 - mmengine - INFO - Epoch(train) [11][2640/3757] lr: 5.000e-05 eta: 1:39:19 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.6744 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6812 loss: 0.6812 2022/06/14 22:25:39 - mmengine - INFO - Epoch(train) [11][2660/3757] lr: 5.000e-05 eta: 1:39:12 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7933 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6127 loss: 0.6127 2022/06/14 22:25:47 - mmengine - INFO - Epoch(train) [11][2680/3757] lr: 5.000e-05 eta: 1:39:04 time: 0.390 data_time: 0.005 memory: 33358 grad_norm: 5.9109 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8411 loss: 0.8411 2022/06/14 22:25:54 - mmengine - INFO - Epoch(train) [11][2700/3757] lr: 5.000e-05 eta: 1:38:57 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.2524 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6750 loss: 0.6750 2022/06/14 22:26:02 - mmengine - INFO - Epoch(train) [11][2720/3757] lr: 5.000e-05 eta: 1:38:50 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 3.9149 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6899 loss: 0.6899 2022/06/14 22:26:09 - mmengine - INFO - Epoch(train) [11][2740/3757] lr: 5.000e-05 eta: 1:38:42 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.3774 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7231 loss: 0.7231 2022/06/14 22:26:16 - mmengine - INFO - Epoch(train) [11][2760/3757] lr: 5.000e-05 eta: 1:38:35 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.1927 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7125 loss: 0.7125 2022/06/14 22:26:24 - mmengine - INFO - Epoch(train) [11][2780/3757] lr: 5.000e-05 eta: 1:38:27 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.9624 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7980 loss: 0.7980 2022/06/14 22:26:31 - mmengine - INFO - Epoch(train) [11][2800/3757] lr: 5.000e-05 eta: 1:38:20 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.1579 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7313 loss: 0.7313 2022/06/14 22:26:38 - mmengine - INFO - Epoch(train) [11][2820/3757] lr: 5.000e-05 eta: 1:38:13 time: 0.364 data_time: 0.010 memory: 33358 grad_norm: 4.4260 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0038 loss: 1.0038 2022/06/14 22:26:46 - mmengine - INFO - Epoch(train) [11][2840/3757] lr: 5.000e-05 eta: 1:38:05 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 5.2707 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8664 loss: 0.8664 2022/06/14 22:26:53 - mmengine - INFO - Epoch(train) [11][2860/3757] lr: 5.000e-05 eta: 1:37:58 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.4491 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8875 loss: 0.8875 2022/06/14 22:27:01 - mmengine - INFO - Epoch(train) [11][2880/3757] lr: 5.000e-05 eta: 1:37:50 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.8696 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5106 loss: 0.5106 2022/06/14 22:27:08 - mmengine - INFO - Epoch(train) [11][2900/3757] lr: 5.000e-05 eta: 1:37:43 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.8368 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7927 loss: 0.7927 2022/06/14 22:27:15 - mmengine - INFO - Epoch(train) [11][2920/3757] lr: 5.000e-05 eta: 1:37:36 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3897 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4459 loss: 0.4459 2022/06/14 22:27:23 - mmengine - INFO - Epoch(train) [11][2940/3757] lr: 5.000e-05 eta: 1:37:28 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.2167 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7700 loss: 0.7700 2022/06/14 22:27:30 - mmengine - INFO - Epoch(train) [11][2960/3757] lr: 5.000e-05 eta: 1:37:21 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.8979 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7185 loss: 0.7185 2022/06/14 22:27:38 - mmengine - INFO - Epoch(train) [11][2980/3757] lr: 5.000e-05 eta: 1:37:14 time: 0.381 data_time: 0.016 memory: 33358 grad_norm: 4.5134 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6965 loss: 0.6965 2022/06/14 22:27:45 - mmengine - INFO - Epoch(train) [11][3000/3757] lr: 5.000e-05 eta: 1:37:06 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.6847 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6596 loss: 0.6596 2022/06/14 22:27:52 - mmengine - INFO - Epoch(train) [11][3020/3757] lr: 5.000e-05 eta: 1:36:59 time: 0.369 data_time: 0.009 memory: 33358 grad_norm: 5.6708 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6580 loss: 0.6580 2022/06/14 22:28:00 - mmengine - INFO - Epoch(train) [11][3040/3757] lr: 5.000e-05 eta: 1:36:51 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.7216 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8551 loss: 0.8551 2022/06/14 22:28:07 - mmengine - INFO - Epoch(train) [11][3060/3757] lr: 5.000e-05 eta: 1:36:44 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.9273 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8316 loss: 0.8316 2022/06/14 22:28:14 - mmengine - INFO - Epoch(train) [11][3080/3757] lr: 5.000e-05 eta: 1:36:37 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.8671 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6535 loss: 0.6535 2022/06/14 22:28:22 - mmengine - INFO - Epoch(train) [11][3100/3757] lr: 5.000e-05 eta: 1:36:29 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.7535 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6379 loss: 0.6379 2022/06/14 22:28:29 - mmengine - INFO - Epoch(train) [11][3120/3757] lr: 5.000e-05 eta: 1:36:22 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.2569 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5267 loss: 0.5267 2022/06/14 22:28:36 - mmengine - INFO - Epoch(train) [11][3140/3757] lr: 5.000e-05 eta: 1:36:14 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.6233 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7577 loss: 0.7577 2022/06/14 22:28:44 - mmengine - INFO - Epoch(train) [11][3160/3757] lr: 5.000e-05 eta: 1:36:07 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.0872 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4161 loss: 0.4161 2022/06/14 22:28:51 - mmengine - INFO - Epoch(train) [11][3180/3757] lr: 5.000e-05 eta: 1:36:00 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.2331 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4694 loss: 0.4694 2022/06/14 22:28:59 - mmengine - INFO - Epoch(train) [11][3200/3757] lr: 5.000e-05 eta: 1:35:52 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.9173 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7889 loss: 0.7889 2022/06/14 22:29:06 - mmengine - INFO - Epoch(train) [11][3220/3757] lr: 5.000e-05 eta: 1:35:45 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.4944 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6506 loss: 0.6506 2022/06/14 22:29:13 - mmengine - INFO - Epoch(train) [11][3240/3757] lr: 5.000e-05 eta: 1:35:37 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.1336 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9043 loss: 0.9043 2022/06/14 22:29:21 - mmengine - INFO - Epoch(train) [11][3260/3757] lr: 5.000e-05 eta: 1:35:30 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.3812 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9736 loss: 0.9736 2022/06/14 22:29:28 - mmengine - INFO - Epoch(train) [11][3280/3757] lr: 5.000e-05 eta: 1:35:23 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.6687 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8028 loss: 0.8028 2022/06/14 22:29:35 - mmengine - INFO - Epoch(train) [11][3300/3757] lr: 5.000e-05 eta: 1:35:15 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 3.9618 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6821 loss: 0.6821 2022/06/14 22:29:43 - mmengine - INFO - Epoch(train) [11][3320/3757] lr: 5.000e-05 eta: 1:35:08 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.5554 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7701 loss: 0.7701 2022/06/14 22:29:50 - mmengine - INFO - Epoch(train) [11][3340/3757] lr: 5.000e-05 eta: 1:35:00 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.3592 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9048 loss: 0.9048 2022/06/14 22:29:57 - mmengine - INFO - Epoch(train) [11][3360/3757] lr: 5.000e-05 eta: 1:34:53 time: 0.417 data_time: 0.006 memory: 33358 grad_norm: 4.1863 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7182 loss: 0.7182 2022/06/14 22:30:05 - mmengine - INFO - Epoch(train) [11][3380/3757] lr: 5.000e-05 eta: 1:34:46 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.2211 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8639 loss: 0.8639 2022/06/14 22:30:12 - mmengine - INFO - Epoch(train) [11][3400/3757] lr: 5.000e-05 eta: 1:34:38 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 3.4791 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0136 loss: 1.0136 2022/06/14 22:30:19 - mmengine - INFO - Epoch(train) [11][3420/3757] lr: 5.000e-05 eta: 1:34:31 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.3913 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7720 loss: 0.7720 2022/06/14 22:30:23 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:30:27 - mmengine - INFO - Epoch(train) [11][3440/3757] lr: 5.000e-05 eta: 1:34:24 time: 0.363 data_time: 0.007 memory: 33358 grad_norm: 4.3712 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7116 loss: 0.7116 2022/06/14 22:30:34 - mmengine - INFO - Epoch(train) [11][3460/3757] lr: 5.000e-05 eta: 1:34:16 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5772 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5425 loss: 0.5425 2022/06/14 22:30:42 - mmengine - INFO - Epoch(train) [11][3480/3757] lr: 5.000e-05 eta: 1:34:09 time: 0.365 data_time: 0.012 memory: 33358 grad_norm: 4.5913 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9238 loss: 0.9238 2022/06/14 22:30:49 - mmengine - INFO - Epoch(train) [11][3500/3757] lr: 5.000e-05 eta: 1:34:01 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 5.4950 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8800 loss: 0.8800 2022/06/14 22:30:57 - mmengine - INFO - Epoch(train) [11][3520/3757] lr: 5.000e-05 eta: 1:33:54 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9448 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9975 loss: 0.9975 2022/06/14 22:31:04 - mmengine - INFO - Epoch(train) [11][3540/3757] lr: 5.000e-05 eta: 1:33:47 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.7623 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5604 loss: 0.5604 2022/06/14 22:31:11 - mmengine - INFO - Epoch(train) [11][3560/3757] lr: 5.000e-05 eta: 1:33:39 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.3638 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9515 loss: 0.9515 2022/06/14 22:31:19 - mmengine - INFO - Epoch(train) [11][3580/3757] lr: 5.000e-05 eta: 1:33:32 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.5998 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7377 loss: 0.7377 2022/06/14 22:31:26 - mmengine - INFO - Epoch(train) [11][3600/3757] lr: 5.000e-05 eta: 1:33:24 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.0773 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5355 loss: 0.5355 2022/06/14 22:31:33 - mmengine - INFO - Epoch(train) [11][3620/3757] lr: 5.000e-05 eta: 1:33:17 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.9803 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5466 loss: 0.5466 2022/06/14 22:31:41 - mmengine - INFO - Epoch(train) [11][3640/3757] lr: 5.000e-05 eta: 1:33:10 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.3802 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8150 loss: 0.8150 2022/06/14 22:31:48 - mmengine - INFO - Epoch(train) [11][3660/3757] lr: 5.000e-05 eta: 1:33:02 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.9594 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8626 loss: 0.8626 2022/06/14 22:31:56 - mmengine - INFO - Epoch(train) [11][3680/3757] lr: 5.000e-05 eta: 1:32:55 time: 0.367 data_time: 0.009 memory: 33358 grad_norm: 4.6177 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6520 loss: 0.6520 2022/06/14 22:32:03 - mmengine - INFO - Epoch(train) [11][3700/3757] lr: 5.000e-05 eta: 1:32:48 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 3.5108 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5020 loss: 0.5020 2022/06/14 22:32:10 - mmengine - INFO - Epoch(train) [11][3720/3757] lr: 5.000e-05 eta: 1:32:40 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6188 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8566 loss: 0.8566 2022/06/14 22:32:17 - mmengine - INFO - Epoch(train) [11][3740/3757] lr: 5.000e-05 eta: 1:32:33 time: 0.356 data_time: 0.005 memory: 33358 grad_norm: 4.8652 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8036 loss: 0.8036 2022/06/14 22:32:23 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:32:32 - mmengine - INFO - Epoch(val) [11][20/310] eta: 0:01:44 time: 0.162 data_time: 0.044 memory: 33358 2022/06/14 22:32:37 - mmengine - INFO - Epoch(val) [11][40/310] eta: 0:01:30 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 22:32:42 - mmengine - INFO - Epoch(val) [11][60/310] eta: 0:00:30 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 22:32:46 - mmengine - INFO - Epoch(val) [11][80/310] eta: 0:00:29 time: 0.135 data_time: 0.006 memory: 3465 2022/06/14 22:32:53 - mmengine - INFO - Epoch(val) [11][100/310] eta: 0:01:10 time: 0.141 data_time: 0.002 memory: 3465 2022/06/14 22:32:58 - mmengine - INFO - Epoch(val) [11][120/310] eta: 0:01:13 time: 0.129 data_time: 0.009 memory: 3465 2022/06/14 22:33:03 - mmengine - INFO - Epoch(val) [11][140/310] eta: 0:00:24 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 22:33:08 - mmengine - INFO - Epoch(val) [11][160/310] eta: 0:00:18 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 22:33:15 - mmengine - INFO - Epoch(val) [11][180/310] eta: 0:00:42 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 22:33:19 - mmengine - INFO - Epoch(val) [11][200/310] eta: 0:00:38 time: 0.117 data_time: 0.001 memory: 3465 2022/06/14 22:33:24 - mmengine - INFO - Epoch(val) [11][220/310] eta: 0:00:15 time: 0.115 data_time: 0.001 memory: 3465 2022/06/14 22:33:29 - mmengine - INFO - Epoch(val) [11][240/310] eta: 0:00:10 time: 0.137 data_time: 0.014 memory: 3465 2022/06/14 22:33:35 - mmengine - INFO - Epoch(val) [11][260/310] eta: 0:00:17 time: 0.117 data_time: 0.002 memory: 3465 2022/06/14 22:33:40 - mmengine - INFO - Epoch(val) [11][280/310] eta: 0:00:10 time: 0.118 data_time: 0.002 memory: 3465 2022/06/14 22:33:45 - mmengine - INFO - Epoch(val) [11][300/310] eta: 0:00:01 time: 0.124 data_time: 0.002 memory: 3465 2022/06/14 22:33:48 - mmengine - INFO - Epoch(val) [11][310/310] acc/top1: 0.7592 acc/top5: 0.9277 acc/mean1: 0.7591 2022/06/14 22:34:00 - mmengine - INFO - Epoch(train) [12][20/3757] lr: 5.000e-05 eta: 1:32:20 time: 0.388 data_time: 0.063 memory: 33358 grad_norm: 3.8425 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6575 loss: 0.6575 2022/06/14 22:34:07 - mmengine - INFO - Epoch(train) [12][40/3757] lr: 5.000e-05 eta: 1:32:12 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 3.3542 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8490 loss: 0.8490 2022/06/14 22:34:15 - mmengine - INFO - Epoch(train) [12][60/3757] lr: 5.000e-05 eta: 1:32:05 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.2849 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6241 loss: 0.6241 2022/06/14 22:34:22 - mmengine - INFO - Epoch(train) [12][80/3757] lr: 5.000e-05 eta: 1:31:58 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 3.8738 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5557 loss: 0.5557 2022/06/14 22:34:30 - mmengine - INFO - Epoch(train) [12][100/3757] lr: 5.000e-05 eta: 1:31:50 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.2756 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7160 loss: 0.7160 2022/06/14 22:34:37 - mmengine - INFO - Epoch(train) [12][120/3757] lr: 5.000e-05 eta: 1:31:43 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.3413 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4891 loss: 0.4891 2022/06/14 22:34:44 - mmengine - INFO - Epoch(train) [12][140/3757] lr: 5.000e-05 eta: 1:31:36 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 4.2072 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6777 loss: 0.6777 2022/06/14 22:34:52 - mmengine - INFO - Epoch(train) [12][160/3757] lr: 5.000e-05 eta: 1:31:28 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.0251 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6242 loss: 0.6242 2022/06/14 22:34:59 - mmengine - INFO - Epoch(train) [12][180/3757] lr: 5.000e-05 eta: 1:31:21 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.9147 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6162 loss: 0.6162 2022/06/14 22:35:06 - mmengine - INFO - Epoch(train) [12][200/3757] lr: 5.000e-05 eta: 1:31:13 time: 0.360 data_time: 0.031 memory: 33358 grad_norm: 4.5904 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8454 loss: 0.8454 2022/06/14 22:35:14 - mmengine - INFO - Epoch(train) [12][220/3757] lr: 5.000e-05 eta: 1:31:06 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.0329 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7139 loss: 0.7139 2022/06/14 22:35:21 - mmengine - INFO - Epoch(train) [12][240/3757] lr: 5.000e-05 eta: 1:30:59 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5778 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9385 loss: 0.9385 2022/06/14 22:35:28 - mmengine - INFO - Epoch(train) [12][260/3757] lr: 5.000e-05 eta: 1:30:51 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8124 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8276 loss: 0.8276 2022/06/14 22:35:36 - mmengine - INFO - Epoch(train) [12][280/3757] lr: 5.000e-05 eta: 1:30:44 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7288 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7218 loss: 0.7218 2022/06/14 22:35:43 - mmengine - INFO - Epoch(train) [12][300/3757] lr: 5.000e-05 eta: 1:30:36 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.0551 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7437 loss: 0.7437 2022/06/14 22:35:51 - mmengine - INFO - Epoch(train) [12][320/3757] lr: 5.000e-05 eta: 1:30:29 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.6053 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7574 loss: 0.7574 2022/06/14 22:35:58 - mmengine - INFO - Epoch(train) [12][340/3757] lr: 5.000e-05 eta: 1:30:22 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 2.8894 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6584 loss: 0.6584 2022/06/14 22:36:05 - mmengine - INFO - Epoch(train) [12][360/3757] lr: 5.000e-05 eta: 1:30:14 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6460 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8603 loss: 0.8603 2022/06/14 22:36:13 - mmengine - INFO - Epoch(train) [12][380/3757] lr: 5.000e-05 eta: 1:30:07 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.3803 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6042 loss: 0.6042 2022/06/14 22:36:20 - mmengine - INFO - Epoch(train) [12][400/3757] lr: 5.000e-05 eta: 1:29:59 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 5.2693 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6074 loss: 0.6074 2022/06/14 22:36:27 - mmengine - INFO - Epoch(train) [12][420/3757] lr: 5.000e-05 eta: 1:29:52 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5830 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6971 loss: 0.6971 2022/06/14 22:36:35 - mmengine - INFO - Epoch(train) [12][440/3757] lr: 5.000e-05 eta: 1:29:45 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1346 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5530 loss: 0.5530 2022/06/14 22:36:42 - mmengine - INFO - Epoch(train) [12][460/3757] lr: 5.000e-05 eta: 1:29:37 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.2512 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7107 loss: 0.7107 2022/06/14 22:36:50 - mmengine - INFO - Epoch(train) [12][480/3757] lr: 5.000e-05 eta: 1:29:30 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.2420 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1349 loss: 1.1349 2022/06/14 22:36:57 - mmengine - INFO - Epoch(train) [12][500/3757] lr: 5.000e-05 eta: 1:29:23 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.4300 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6510 loss: 0.6510 2022/06/14 22:37:04 - mmengine - INFO - Epoch(train) [12][520/3757] lr: 5.000e-05 eta: 1:29:15 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.6575 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6480 loss: 0.6480 2022/06/14 22:37:12 - mmengine - INFO - Epoch(train) [12][540/3757] lr: 5.000e-05 eta: 1:29:08 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.3246 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5711 loss: 0.5711 2022/06/14 22:37:19 - mmengine - INFO - Epoch(train) [12][560/3757] lr: 5.000e-05 eta: 1:29:00 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.2591 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7369 loss: 0.7369 2022/06/14 22:37:26 - mmengine - INFO - Epoch(train) [12][580/3757] lr: 5.000e-05 eta: 1:28:53 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.6888 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6630 loss: 0.6630 2022/06/14 22:37:34 - mmengine - INFO - Epoch(train) [12][600/3757] lr: 5.000e-05 eta: 1:28:46 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8624 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5908 loss: 0.5908 2022/06/14 22:37:41 - mmengine - INFO - Epoch(train) [12][620/3757] lr: 5.000e-05 eta: 1:28:38 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.8918 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5321 loss: 0.5321 2022/06/14 22:37:49 - mmengine - INFO - Epoch(train) [12][640/3757] lr: 5.000e-05 eta: 1:28:31 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.4875 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8404 loss: 0.8404 2022/06/14 22:37:56 - mmengine - INFO - Epoch(train) [12][660/3757] lr: 5.000e-05 eta: 1:28:24 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.1099 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6524 loss: 0.6524 2022/06/14 22:38:01 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:38:04 - mmengine - INFO - Epoch(train) [12][680/3757] lr: 5.000e-05 eta: 1:28:16 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.6377 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7804 loss: 0.7804 2022/06/14 22:38:11 - mmengine - INFO - Epoch(train) [12][700/3757] lr: 5.000e-05 eta: 1:28:09 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.2717 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6558 loss: 0.6558 2022/06/14 22:38:18 - mmengine - INFO - Epoch(train) [12][720/3757] lr: 5.000e-05 eta: 1:28:01 time: 0.375 data_time: 0.019 memory: 33358 grad_norm: 4.8780 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7899 loss: 0.7899 2022/06/14 22:38:26 - mmengine - INFO - Epoch(train) [12][740/3757] lr: 5.000e-05 eta: 1:27:54 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9946 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6891 loss: 0.6891 2022/06/14 22:38:33 - mmengine - INFO - Epoch(train) [12][760/3757] lr: 5.000e-05 eta: 1:27:47 time: 0.359 data_time: 0.002 memory: 33358 grad_norm: 3.6994 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6414 loss: 0.6414 2022/06/14 22:38:40 - mmengine - INFO - Epoch(train) [12][780/3757] lr: 5.000e-05 eta: 1:27:39 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.0424 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4367 loss: 0.4367 2022/06/14 22:38:48 - mmengine - INFO - Epoch(train) [12][800/3757] lr: 5.000e-05 eta: 1:27:32 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.8279 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9176 loss: 0.9176 2022/06/14 22:38:55 - mmengine - INFO - Epoch(train) [12][820/3757] lr: 5.000e-05 eta: 1:27:24 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 5.4778 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6356 loss: 0.6356 2022/06/14 22:39:03 - mmengine - INFO - Epoch(train) [12][840/3757] lr: 5.000e-05 eta: 1:27:17 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.6580 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6426 loss: 0.6426 2022/06/14 22:39:10 - mmengine - INFO - Epoch(train) [12][860/3757] lr: 5.000e-05 eta: 1:27:10 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.7110 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6357 loss: 0.6357 2022/06/14 22:39:18 - mmengine - INFO - Epoch(train) [12][880/3757] lr: 5.000e-05 eta: 1:27:02 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.2011 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6199 loss: 0.6199 2022/06/14 22:39:25 - mmengine - INFO - Epoch(train) [12][900/3757] lr: 5.000e-05 eta: 1:26:55 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 5.0982 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7971 loss: 0.7971 2022/06/14 22:39:33 - mmengine - INFO - Epoch(train) [12][920/3757] lr: 5.000e-05 eta: 1:26:48 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.2177 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5432 loss: 0.5432 2022/06/14 22:39:40 - mmengine - INFO - Epoch(train) [12][940/3757] lr: 5.000e-05 eta: 1:26:40 time: 0.365 data_time: 0.021 memory: 33358 grad_norm: 4.3445 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6650 loss: 0.6650 2022/06/14 22:39:47 - mmengine - INFO - Epoch(train) [12][960/3757] lr: 5.000e-05 eta: 1:26:33 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.3672 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4734 loss: 0.4734 2022/06/14 22:39:55 - mmengine - INFO - Epoch(train) [12][980/3757] lr: 5.000e-05 eta: 1:26:26 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3917 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7662 loss: 0.7662 2022/06/14 22:40:02 - mmengine - INFO - Epoch(train) [12][1000/3757] lr: 5.000e-05 eta: 1:26:18 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.7341 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6664 loss: 0.6664 2022/06/14 22:40:10 - mmengine - INFO - Epoch(train) [12][1020/3757] lr: 5.000e-05 eta: 1:26:11 time: 0.370 data_time: 0.042 memory: 33358 grad_norm: 3.1136 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4338 loss: 0.4338 2022/06/14 22:40:17 - mmengine - INFO - Epoch(train) [12][1040/3757] lr: 5.000e-05 eta: 1:26:03 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7831 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0323 loss: 1.0323 2022/06/14 22:40:24 - mmengine - INFO - Epoch(train) [12][1060/3757] lr: 5.000e-05 eta: 1:25:56 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.9903 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7859 loss: 0.7859 2022/06/14 22:40:32 - mmengine - INFO - Epoch(train) [12][1080/3757] lr: 5.000e-05 eta: 1:25:49 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.0841 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7933 loss: 0.7933 2022/06/14 22:40:39 - mmengine - INFO - Epoch(train) [12][1100/3757] lr: 5.000e-05 eta: 1:25:41 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1661 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8026 loss: 0.8026 2022/06/14 22:40:47 - mmengine - INFO - Epoch(train) [12][1120/3757] lr: 5.000e-05 eta: 1:25:34 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5768 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6430 loss: 0.6430 2022/06/14 22:40:54 - mmengine - INFO - Epoch(train) [12][1140/3757] lr: 5.000e-05 eta: 1:25:27 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8949 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7694 loss: 0.7694 2022/06/14 22:41:01 - mmengine - INFO - Epoch(train) [12][1160/3757] lr: 5.000e-05 eta: 1:25:19 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.7355 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7554 loss: 0.7554 2022/06/14 22:41:09 - mmengine - INFO - Epoch(train) [12][1180/3757] lr: 5.000e-05 eta: 1:25:12 time: 0.385 data_time: 0.019 memory: 33358 grad_norm: 3.9462 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8178 loss: 0.8178 2022/06/14 22:41:16 - mmengine - INFO - Epoch(train) [12][1200/3757] lr: 5.000e-05 eta: 1:25:04 time: 0.367 data_time: 0.026 memory: 33358 grad_norm: 4.9556 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9995 loss: 0.9995 2022/06/14 22:41:23 - mmengine - INFO - Epoch(train) [12][1220/3757] lr: 5.000e-05 eta: 1:24:57 time: 0.371 data_time: 0.043 memory: 33358 grad_norm: 3.6887 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8268 loss: 0.8268 2022/06/14 22:41:31 - mmengine - INFO - Epoch(train) [12][1240/3757] lr: 5.000e-05 eta: 1:24:50 time: 0.361 data_time: 0.007 memory: 33358 grad_norm: 4.3271 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0024 loss: 1.0024 2022/06/14 22:41:38 - mmengine - INFO - Epoch(train) [12][1260/3757] lr: 5.000e-05 eta: 1:24:42 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.2513 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 0.7965 loss: 0.7965 2022/06/14 22:41:46 - mmengine - INFO - Epoch(train) [12][1280/3757] lr: 5.000e-05 eta: 1:24:35 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3104 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5276 loss: 0.5276 2022/06/14 22:41:53 - mmengine - INFO - Epoch(train) [12][1300/3757] lr: 5.000e-05 eta: 1:24:27 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.4014 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5316 loss: 0.5316 2022/06/14 22:42:01 - mmengine - INFO - Epoch(train) [12][1320/3757] lr: 5.000e-05 eta: 1:24:20 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.3538 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7390 loss: 0.7390 2022/06/14 22:42:08 - mmengine - INFO - Epoch(train) [12][1340/3757] lr: 5.000e-05 eta: 1:24:13 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.3039 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6409 loss: 0.6409 2022/06/14 22:42:15 - mmengine - INFO - Epoch(train) [12][1360/3757] lr: 5.000e-05 eta: 1:24:05 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.9806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5899 loss: 0.5899 2022/06/14 22:42:23 - mmengine - INFO - Epoch(train) [12][1380/3757] lr: 5.000e-05 eta: 1:23:58 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.6198 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7410 loss: 0.7410 2022/06/14 22:42:30 - mmengine - INFO - Epoch(train) [12][1400/3757] lr: 5.000e-05 eta: 1:23:51 time: 0.362 data_time: 0.007 memory: 33358 grad_norm: 4.9904 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6597 loss: 0.6597 2022/06/14 22:42:37 - mmengine - INFO - Epoch(train) [12][1420/3757] lr: 5.000e-05 eta: 1:23:43 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.5829 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8479 loss: 0.8479 2022/06/14 22:42:45 - mmengine - INFO - Epoch(train) [12][1440/3757] lr: 5.000e-05 eta: 1:23:36 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 4.3743 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7064 loss: 0.7064 2022/06/14 22:42:52 - mmengine - INFO - Epoch(train) [12][1460/3757] lr: 5.000e-05 eta: 1:23:28 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.9535 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9026 loss: 0.9026 2022/06/14 22:43:00 - mmengine - INFO - Epoch(train) [12][1480/3757] lr: 5.000e-05 eta: 1:23:21 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.0770 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6746 loss: 0.6746 2022/06/14 22:43:07 - mmengine - INFO - Epoch(train) [12][1500/3757] lr: 5.000e-05 eta: 1:23:14 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.2817 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0183 loss: 1.0183 2022/06/14 22:43:14 - mmengine - INFO - Epoch(train) [12][1520/3757] lr: 5.000e-05 eta: 1:23:06 time: 0.360 data_time: 0.003 memory: 33358 grad_norm: 4.3708 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8110 loss: 0.8110 2022/06/14 22:43:22 - mmengine - INFO - Epoch(train) [12][1540/3757] lr: 5.000e-05 eta: 1:22:59 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.4104 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5628 loss: 0.5628 2022/06/14 22:43:29 - mmengine - INFO - Epoch(train) [12][1560/3757] lr: 5.000e-05 eta: 1:22:52 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.5590 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5325 loss: 0.5325 2022/06/14 22:43:37 - mmengine - INFO - Epoch(train) [12][1580/3757] lr: 5.000e-05 eta: 1:22:44 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.7136 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6458 loss: 0.6458 2022/06/14 22:43:44 - mmengine - INFO - Epoch(train) [12][1600/3757] lr: 5.000e-05 eta: 1:22:37 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.1306 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5310 loss: 0.5310 2022/06/14 22:43:51 - mmengine - INFO - Epoch(train) [12][1620/3757] lr: 5.000e-05 eta: 1:22:29 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1660 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6976 loss: 0.6976 2022/06/14 22:43:59 - mmengine - INFO - Epoch(train) [12][1640/3757] lr: 5.000e-05 eta: 1:22:22 time: 0.408 data_time: 0.028 memory: 33358 grad_norm: 4.7585 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9451 loss: 0.9451 2022/06/14 22:44:06 - mmengine - INFO - Epoch(train) [12][1660/3757] lr: 5.000e-05 eta: 1:22:15 time: 0.358 data_time: 0.005 memory: 33358 grad_norm: 3.9557 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6828 loss: 0.6828 2022/06/14 22:44:11 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:44:14 - mmengine - INFO - Epoch(train) [12][1680/3757] lr: 5.000e-05 eta: 1:22:07 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.3382 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.7383 loss: 0.7383 2022/06/14 22:44:21 - mmengine - INFO - Epoch(train) [12][1700/3757] lr: 5.000e-05 eta: 1:22:00 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9383 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6991 loss: 0.6991 2022/06/14 22:44:28 - mmengine - INFO - Epoch(train) [12][1720/3757] lr: 5.000e-05 eta: 1:21:52 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.6420 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8198 loss: 0.8198 2022/06/14 22:44:36 - mmengine - INFO - Epoch(train) [12][1740/3757] lr: 5.000e-05 eta: 1:21:45 time: 0.368 data_time: 0.007 memory: 33358 grad_norm: 4.5091 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8453 loss: 0.8453 2022/06/14 22:44:43 - mmengine - INFO - Epoch(train) [12][1760/3757] lr: 5.000e-05 eta: 1:21:38 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.6050 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.3261 loss: 0.3261 2022/06/14 22:44:50 - mmengine - INFO - Epoch(train) [12][1780/3757] lr: 5.000e-05 eta: 1:21:30 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.5250 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5123 loss: 0.5123 2022/06/14 22:44:58 - mmengine - INFO - Epoch(train) [12][1800/3757] lr: 5.000e-05 eta: 1:21:23 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.2485 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7902 loss: 0.7902 2022/06/14 22:45:05 - mmengine - INFO - Epoch(train) [12][1820/3757] lr: 5.000e-05 eta: 1:21:15 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 4.5062 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8993 loss: 0.8993 2022/06/14 22:45:12 - mmengine - INFO - Epoch(train) [12][1840/3757] lr: 5.000e-05 eta: 1:21:08 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.6891 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8971 loss: 0.8971 2022/06/14 22:45:20 - mmengine - INFO - Epoch(train) [12][1860/3757] lr: 5.000e-05 eta: 1:21:01 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.3163 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7639 loss: 0.7639 2022/06/14 22:45:27 - mmengine - INFO - Epoch(train) [12][1880/3757] lr: 5.000e-05 eta: 1:20:53 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.7554 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7786 loss: 0.7786 2022/06/14 22:45:35 - mmengine - INFO - Epoch(train) [12][1900/3757] lr: 5.000e-05 eta: 1:20:46 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.8406 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7228 loss: 0.7228 2022/06/14 22:45:42 - mmengine - INFO - Epoch(train) [12][1920/3757] lr: 5.000e-05 eta: 1:20:39 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.4629 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7927 loss: 0.7927 2022/06/14 22:45:50 - mmengine - INFO - Epoch(train) [12][1940/3757] lr: 5.000e-05 eta: 1:20:31 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.6449 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6223 loss: 0.6223 2022/06/14 22:45:57 - mmengine - INFO - Epoch(train) [12][1960/3757] lr: 5.000e-05 eta: 1:20:24 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1413 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5706 loss: 0.5706 2022/06/14 22:46:04 - mmengine - INFO - Epoch(train) [12][1980/3757] lr: 5.000e-05 eta: 1:20:16 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.8816 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0336 loss: 1.0336 2022/06/14 22:46:12 - mmengine - INFO - Epoch(train) [12][2000/3757] lr: 5.000e-05 eta: 1:20:09 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.6824 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6875 loss: 0.6875 2022/06/14 22:46:19 - mmengine - INFO - Epoch(train) [12][2020/3757] lr: 5.000e-05 eta: 1:20:02 time: 0.505 data_time: 0.148 memory: 33358 grad_norm: 4.4837 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0555 loss: 1.0555 2022/06/14 22:46:27 - mmengine - INFO - Epoch(train) [12][2040/3757] lr: 5.000e-05 eta: 1:19:54 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.3264 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7136 loss: 0.7136 2022/06/14 22:46:34 - mmengine - INFO - Epoch(train) [12][2060/3757] lr: 5.000e-05 eta: 1:19:47 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6733 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5931 loss: 0.5931 2022/06/14 22:46:41 - mmengine - INFO - Epoch(train) [12][2080/3757] lr: 5.000e-05 eta: 1:19:40 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 4.2877 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0103 loss: 1.0103 2022/06/14 22:46:49 - mmengine - INFO - Epoch(train) [12][2100/3757] lr: 5.000e-05 eta: 1:19:32 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 3.6873 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7162 loss: 0.7162 2022/06/14 22:46:56 - mmengine - INFO - Epoch(train) [12][2120/3757] lr: 5.000e-05 eta: 1:19:25 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 4.8848 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4456 loss: 0.4456 2022/06/14 22:47:03 - mmengine - INFO - Epoch(train) [12][2140/3757] lr: 5.000e-05 eta: 1:19:17 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 6.2479 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 0.8326 loss: 0.8326 2022/06/14 22:47:11 - mmengine - INFO - Epoch(train) [12][2160/3757] lr: 5.000e-05 eta: 1:19:10 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9233 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8090 loss: 0.8090 2022/06/14 22:47:18 - mmengine - INFO - Epoch(train) [12][2180/3757] lr: 5.000e-05 eta: 1:19:03 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 3.6564 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6622 loss: 0.6622 2022/06/14 22:47:26 - mmengine - INFO - Epoch(train) [12][2200/3757] lr: 5.000e-05 eta: 1:18:55 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.4940 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.7391 loss: 0.7391 2022/06/14 22:47:33 - mmengine - INFO - Epoch(train) [12][2220/3757] lr: 5.000e-05 eta: 1:18:48 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6205 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6297 loss: 0.6297 2022/06/14 22:47:40 - mmengine - INFO - Epoch(train) [12][2240/3757] lr: 5.000e-05 eta: 1:18:40 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.6791 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0237 loss: 1.0237 2022/06/14 22:47:48 - mmengine - INFO - Epoch(train) [12][2260/3757] lr: 5.000e-05 eta: 1:18:33 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.4005 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0045 loss: 1.0045 2022/06/14 22:47:55 - mmengine - INFO - Epoch(train) [12][2280/3757] lr: 5.000e-05 eta: 1:18:26 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.4247 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8275 loss: 0.8275 2022/06/14 22:48:03 - mmengine - INFO - Epoch(train) [12][2300/3757] lr: 5.000e-05 eta: 1:18:18 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 5.1458 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5008 loss: 0.5008 2022/06/14 22:48:10 - mmengine - INFO - Epoch(train) [12][2320/3757] lr: 5.000e-05 eta: 1:18:11 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.2657 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9161 loss: 0.9161 2022/06/14 22:48:17 - mmengine - INFO - Epoch(train) [12][2340/3757] lr: 5.000e-05 eta: 1:18:04 time: 0.367 data_time: 0.009 memory: 33358 grad_norm: 4.2175 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6794 loss: 0.6794 2022/06/14 22:48:25 - mmengine - INFO - Epoch(train) [12][2360/3757] lr: 5.000e-05 eta: 1:17:56 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.8891 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9595 loss: 0.9595 2022/06/14 22:48:32 - mmengine - INFO - Epoch(train) [12][2380/3757] lr: 5.000e-05 eta: 1:17:49 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.3693 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7411 loss: 0.7411 2022/06/14 22:48:39 - mmengine - INFO - Epoch(train) [12][2400/3757] lr: 5.000e-05 eta: 1:17:41 time: 0.380 data_time: 0.018 memory: 33358 grad_norm: 5.0072 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5377 loss: 0.5377 2022/06/14 22:48:47 - mmengine - INFO - Epoch(train) [12][2420/3757] lr: 5.000e-05 eta: 1:17:34 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.8997 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6156 loss: 0.6156 2022/06/14 22:48:54 - mmengine - INFO - Epoch(train) [12][2440/3757] lr: 5.000e-05 eta: 1:17:27 time: 0.371 data_time: 0.002 memory: 33358 grad_norm: 4.7384 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6875 loss: 0.6875 2022/06/14 22:49:01 - mmengine - INFO - Epoch(train) [12][2460/3757] lr: 5.000e-05 eta: 1:17:19 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.5610 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5717 loss: 0.5717 2022/06/14 22:49:09 - mmengine - INFO - Epoch(train) [12][2480/3757] lr: 5.000e-05 eta: 1:17:12 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.1760 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7432 loss: 0.7432 2022/06/14 22:49:16 - mmengine - INFO - Epoch(train) [12][2500/3757] lr: 5.000e-05 eta: 1:17:04 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.3975 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9840 loss: 0.9840 2022/06/14 22:49:23 - mmengine - INFO - Epoch(train) [12][2520/3757] lr: 5.000e-05 eta: 1:16:57 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.1761 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5535 loss: 0.5535 2022/06/14 22:49:31 - mmengine - INFO - Epoch(train) [12][2540/3757] lr: 5.000e-05 eta: 1:16:50 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 4.7289 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5422 loss: 0.5422 2022/06/14 22:49:38 - mmengine - INFO - Epoch(train) [12][2560/3757] lr: 5.000e-05 eta: 1:16:42 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.7578 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5229 loss: 0.5229 2022/06/14 22:49:45 - mmengine - INFO - Epoch(train) [12][2580/3757] lr: 5.000e-05 eta: 1:16:35 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.5336 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6574 loss: 0.6574 2022/06/14 22:49:53 - mmengine - INFO - Epoch(train) [12][2600/3757] lr: 5.000e-05 eta: 1:16:27 time: 0.366 data_time: 0.007 memory: 33358 grad_norm: 4.4655 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5116 loss: 0.5116 2022/06/14 22:50:00 - mmengine - INFO - Epoch(train) [12][2620/3757] lr: 5.000e-05 eta: 1:16:20 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.0369 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6930 loss: 0.6930 2022/06/14 22:50:08 - mmengine - INFO - Epoch(train) [12][2640/3757] lr: 5.000e-05 eta: 1:16:13 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 4.2487 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4666 loss: 0.4666 2022/06/14 22:50:15 - mmengine - INFO - Epoch(train) [12][2660/3757] lr: 5.000e-05 eta: 1:16:05 time: 0.367 data_time: 0.009 memory: 33358 grad_norm: 4.6513 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8652 loss: 0.8652 2022/06/14 22:50:20 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:50:22 - mmengine - INFO - Epoch(train) [12][2680/3757] lr: 5.000e-05 eta: 1:15:58 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.1622 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1048 loss: 1.1048 2022/06/14 22:50:30 - mmengine - INFO - Epoch(train) [12][2700/3757] lr: 5.000e-05 eta: 1:15:51 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9901 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4022 loss: 0.4022 2022/06/14 22:50:37 - mmengine - INFO - Epoch(train) [12][2720/3757] lr: 5.000e-05 eta: 1:15:43 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.1122 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6735 loss: 0.6735 2022/06/14 22:50:45 - mmengine - INFO - Epoch(train) [12][2740/3757] lr: 5.000e-05 eta: 1:15:36 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.7813 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9476 loss: 0.9476 2022/06/14 22:50:52 - mmengine - INFO - Epoch(train) [12][2760/3757] lr: 5.000e-05 eta: 1:15:28 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 6.2405 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7578 loss: 0.7578 2022/06/14 22:51:00 - mmengine - INFO - Epoch(train) [12][2780/3757] lr: 5.000e-05 eta: 1:15:21 time: 0.371 data_time: 0.010 memory: 33358 grad_norm: 4.2719 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8240 loss: 0.8240 2022/06/14 22:51:07 - mmengine - INFO - Epoch(train) [12][2800/3757] lr: 5.000e-05 eta: 1:15:14 time: 0.363 data_time: 0.013 memory: 33358 grad_norm: 4.5857 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6796 loss: 0.6796 2022/06/14 22:51:14 - mmengine - INFO - Epoch(train) [12][2820/3757] lr: 5.000e-05 eta: 1:15:06 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.0249 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5848 loss: 0.5848 2022/06/14 22:51:22 - mmengine - INFO - Epoch(train) [12][2840/3757] lr: 5.000e-05 eta: 1:14:59 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 4.6129 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1066 loss: 1.1066 2022/06/14 22:51:29 - mmengine - INFO - Epoch(train) [12][2860/3757] lr: 5.000e-05 eta: 1:14:51 time: 0.372 data_time: 0.002 memory: 33358 grad_norm: 5.1928 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8333 loss: 0.8333 2022/06/14 22:51:36 - mmengine - INFO - Epoch(train) [12][2880/3757] lr: 5.000e-05 eta: 1:14:44 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 5.9833 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5548 loss: 0.5548 2022/06/14 22:51:44 - mmengine - INFO - Epoch(train) [12][2900/3757] lr: 5.000e-05 eta: 1:14:37 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 4.9346 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6747 loss: 0.6747 2022/06/14 22:51:51 - mmengine - INFO - Epoch(train) [12][2920/3757] lr: 5.000e-05 eta: 1:14:29 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.5025 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8950 loss: 0.8950 2022/06/14 22:51:59 - mmengine - INFO - Epoch(train) [12][2940/3757] lr: 5.000e-05 eta: 1:14:22 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.0907 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6284 loss: 0.6284 2022/06/14 22:52:06 - mmengine - INFO - Epoch(train) [12][2960/3757] lr: 5.000e-05 eta: 1:14:15 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.8916 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7367 loss: 0.7367 2022/06/14 22:52:13 - mmengine - INFO - Epoch(train) [12][2980/3757] lr: 5.000e-05 eta: 1:14:07 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.0950 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7443 loss: 0.7443 2022/06/14 22:52:21 - mmengine - INFO - Epoch(train) [12][3000/3757] lr: 5.000e-05 eta: 1:14:00 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5460 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9467 loss: 0.9467 2022/06/14 22:52:28 - mmengine - INFO - Epoch(train) [12][3020/3757] lr: 5.000e-05 eta: 1:13:52 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.9213 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7890 loss: 0.7890 2022/06/14 22:52:36 - mmengine - INFO - Epoch(train) [12][3040/3757] lr: 5.000e-05 eta: 1:13:45 time: 0.359 data_time: 0.004 memory: 33358 grad_norm: 5.7247 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5002 loss: 0.5002 2022/06/14 22:52:43 - mmengine - INFO - Epoch(train) [12][3060/3757] lr: 5.000e-05 eta: 1:13:38 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.3254 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7890 loss: 0.7890 2022/06/14 22:52:51 - mmengine - INFO - Epoch(train) [12][3080/3757] lr: 5.000e-05 eta: 1:13:30 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.8921 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6766 loss: 0.6766 2022/06/14 22:52:58 - mmengine - INFO - Epoch(train) [12][3100/3757] lr: 5.000e-05 eta: 1:13:23 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.9675 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7283 loss: 0.7283 2022/06/14 22:53:06 - mmengine - INFO - Epoch(train) [12][3120/3757] lr: 5.000e-05 eta: 1:13:16 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 3.7053 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6048 loss: 0.6048 2022/06/14 22:53:13 - mmengine - INFO - Epoch(train) [12][3140/3757] lr: 5.000e-05 eta: 1:13:08 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3522 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7977 loss: 0.7977 2022/06/14 22:53:20 - mmengine - INFO - Epoch(train) [12][3160/3757] lr: 5.000e-05 eta: 1:13:01 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 3.9761 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5923 loss: 0.5923 2022/06/14 22:53:28 - mmengine - INFO - Epoch(train) [12][3180/3757] lr: 5.000e-05 eta: 1:12:53 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.4324 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8769 loss: 0.8769 2022/06/14 22:53:35 - mmengine - INFO - Epoch(train) [12][3200/3757] lr: 5.000e-05 eta: 1:12:46 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.3884 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6652 loss: 0.6652 2022/06/14 22:53:43 - mmengine - INFO - Epoch(train) [12][3220/3757] lr: 5.000e-05 eta: 1:12:39 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.2763 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4105 loss: 0.4105 2022/06/14 22:53:50 - mmengine - INFO - Epoch(train) [12][3240/3757] lr: 5.000e-05 eta: 1:12:31 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.0716 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6937 loss: 0.6937 2022/06/14 22:53:57 - mmengine - INFO - Epoch(train) [12][3260/3757] lr: 5.000e-05 eta: 1:12:24 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5233 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5407 loss: 0.5407 2022/06/14 22:54:05 - mmengine - INFO - Epoch(train) [12][3280/3757] lr: 5.000e-05 eta: 1:12:17 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.0406 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6853 loss: 0.6853 2022/06/14 22:54:12 - mmengine - INFO - Epoch(train) [12][3300/3757] lr: 5.000e-05 eta: 1:12:09 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.0284 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8990 loss: 0.8990 2022/06/14 22:54:19 - mmengine - INFO - Epoch(train) [12][3320/3757] lr: 5.000e-05 eta: 1:12:02 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.6840 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5201 loss: 0.5201 2022/06/14 22:54:27 - mmengine - INFO - Epoch(train) [12][3340/3757] lr: 5.000e-05 eta: 1:11:54 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4931 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6765 loss: 0.6765 2022/06/14 22:54:34 - mmengine - INFO - Epoch(train) [12][3360/3757] lr: 5.000e-05 eta: 1:11:47 time: 0.369 data_time: 0.009 memory: 33358 grad_norm: 4.9179 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6020 loss: 0.6020 2022/06/14 22:54:42 - mmengine - INFO - Epoch(train) [12][3380/3757] lr: 5.000e-05 eta: 1:11:40 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 3.1565 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7557 loss: 0.7557 2022/06/14 22:54:49 - mmengine - INFO - Epoch(train) [12][3400/3757] lr: 5.000e-05 eta: 1:11:32 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.3804 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6837 loss: 0.6837 2022/06/14 22:54:56 - mmengine - INFO - Epoch(train) [12][3420/3757] lr: 5.000e-05 eta: 1:11:25 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.3477 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6503 loss: 0.6503 2022/06/14 22:55:04 - mmengine - INFO - Epoch(train) [12][3440/3757] lr: 5.000e-05 eta: 1:11:18 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.2458 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.9833 loss: 0.9833 2022/06/14 22:55:11 - mmengine - INFO - Epoch(train) [12][3460/3757] lr: 5.000e-05 eta: 1:11:10 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7785 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6617 loss: 0.6617 2022/06/14 22:55:19 - mmengine - INFO - Epoch(train) [12][3480/3757] lr: 5.000e-05 eta: 1:11:03 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.9882 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5075 loss: 0.5075 2022/06/14 22:55:26 - mmengine - INFO - Epoch(train) [12][3500/3757] lr: 5.000e-05 eta: 1:10:55 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 5.8866 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6449 loss: 0.6449 2022/06/14 22:55:34 - mmengine - INFO - Epoch(train) [12][3520/3757] lr: 5.000e-05 eta: 1:10:48 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.7034 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8541 loss: 0.8541 2022/06/14 22:55:41 - mmengine - INFO - Epoch(train) [12][3540/3757] lr: 5.000e-05 eta: 1:10:41 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.0803 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5935 loss: 0.5935 2022/06/14 22:55:48 - mmengine - INFO - Epoch(train) [12][3560/3757] lr: 5.000e-05 eta: 1:10:33 time: 0.360 data_time: 0.008 memory: 33358 grad_norm: 3.7819 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8574 loss: 0.8574 2022/06/14 22:55:56 - mmengine - INFO - Epoch(train) [12][3580/3757] lr: 5.000e-05 eta: 1:10:26 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.3779 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8627 loss: 0.8627 2022/06/14 22:56:03 - mmengine - INFO - Epoch(train) [12][3600/3757] lr: 5.000e-05 eta: 1:10:18 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.2803 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6518 loss: 0.6518 2022/06/14 22:56:10 - mmengine - INFO - Epoch(train) [12][3620/3757] lr: 5.000e-05 eta: 1:10:11 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.9871 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7353 loss: 0.7353 2022/06/14 22:56:18 - mmengine - INFO - Epoch(train) [12][3640/3757] lr: 5.000e-05 eta: 1:10:04 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 4.7475 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7141 loss: 0.7141 2022/06/14 22:56:25 - mmengine - INFO - Epoch(train) [12][3660/3757] lr: 5.000e-05 eta: 1:09:56 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.7163 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6360 loss: 0.6360 2022/06/14 22:56:30 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:56:32 - mmengine - INFO - Epoch(train) [12][3680/3757] lr: 5.000e-05 eta: 1:09:49 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.5863 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7340 loss: 0.7340 2022/06/14 22:56:40 - mmengine - INFO - Epoch(train) [12][3700/3757] lr: 5.000e-05 eta: 1:09:41 time: 0.387 data_time: 0.006 memory: 33358 grad_norm: 5.1169 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7842 loss: 0.7842 2022/06/14 22:56:47 - mmengine - INFO - Epoch(train) [12][3720/3757] lr: 5.000e-05 eta: 1:09:34 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3661 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5223 loss: 0.5223 2022/06/14 22:56:54 - mmengine - INFO - Epoch(train) [12][3740/3757] lr: 5.000e-05 eta: 1:09:27 time: 0.356 data_time: 0.005 memory: 33358 grad_norm: 4.2777 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8114 loss: 0.8114 2022/06/14 22:57:00 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 22:57:09 - mmengine - INFO - Epoch(val) [12][20/310] eta: 0:01:37 time: 0.116 data_time: 0.002 memory: 33358 2022/06/14 22:57:14 - mmengine - INFO - Epoch(val) [12][40/310] eta: 0:01:34 time: 0.129 data_time: 0.003 memory: 3465 2022/06/14 22:57:19 - mmengine - INFO - Epoch(val) [12][60/310] eta: 0:00:30 time: 0.129 data_time: 0.003 memory: 3465 2022/06/14 22:57:23 - mmengine - INFO - Epoch(val) [12][80/310] eta: 0:00:29 time: 0.134 data_time: 0.008 memory: 3465 2022/06/14 22:57:30 - mmengine - INFO - Epoch(val) [12][100/310] eta: 0:01:13 time: 0.113 data_time: 0.002 memory: 3465 2022/06/14 22:57:35 - mmengine - INFO - Epoch(val) [12][120/310] eta: 0:01:08 time: 0.124 data_time: 0.002 memory: 3465 2022/06/14 22:57:40 - mmengine - INFO - Epoch(val) [12][140/310] eta: 0:00:25 time: 0.123 data_time: 0.002 memory: 3465 2022/06/14 22:57:44 - mmengine - INFO - Epoch(val) [12][160/310] eta: 0:00:18 time: 0.131 data_time: 0.006 memory: 3465 2022/06/14 22:57:50 - mmengine - INFO - Epoch(val) [12][180/310] eta: 0:00:27 time: 0.115 data_time: 0.002 memory: 3465 2022/06/14 22:57:57 - mmengine - INFO - Epoch(val) [12][200/310] eta: 0:00:38 time: 0.126 data_time: 0.002 memory: 3465 2022/06/14 22:58:01 - mmengine - INFO - Epoch(val) [12][220/310] eta: 0:00:21 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 22:58:05 - mmengine - INFO - Epoch(val) [12][240/310] eta: 0:00:08 time: 0.120 data_time: 0.002 memory: 3465 2022/06/14 22:58:12 - mmengine - INFO - Epoch(val) [12][260/310] eta: 0:00:16 time: 0.117 data_time: 0.002 memory: 3465 2022/06/14 22:58:17 - mmengine - INFO - Epoch(val) [12][280/310] eta: 0:00:11 time: 0.130 data_time: 0.002 memory: 3465 2022/06/14 22:58:22 - mmengine - INFO - Epoch(val) [12][300/310] eta: 0:00:01 time: 0.117 data_time: 0.001 memory: 3465 2022/06/14 22:58:25 - mmengine - INFO - Epoch(val) [12][310/310] acc/top1: 0.7592 acc/top5: 0.9279 acc/mean1: 0.7591 2022/06/14 22:58:37 - mmengine - INFO - Epoch(train) [13][20/3757] lr: 5.000e-05 eta: 1:09:14 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 4.2537 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6058 loss: 0.6058 2022/06/14 22:58:45 - mmengine - INFO - Epoch(train) [13][40/3757] lr: 5.000e-05 eta: 1:09:06 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.6409 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8127 loss: 0.8127 2022/06/14 22:58:52 - mmengine - INFO - Epoch(train) [13][60/3757] lr: 5.000e-05 eta: 1:08:59 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.0231 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6160 loss: 0.6160 2022/06/14 22:58:59 - mmengine - INFO - Epoch(train) [13][80/3757] lr: 5.000e-05 eta: 1:08:51 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 6.2605 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9155 loss: 0.9155 2022/06/14 22:59:07 - mmengine - INFO - Epoch(train) [13][100/3757] lr: 5.000e-05 eta: 1:08:44 time: 0.363 data_time: 0.017 memory: 33358 grad_norm: 5.4316 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6782 loss: 0.6782 2022/06/14 22:59:14 - mmengine - INFO - Epoch(train) [13][120/3757] lr: 5.000e-05 eta: 1:08:37 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.4794 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0044 loss: 1.0044 2022/06/14 22:59:21 - mmengine - INFO - Epoch(train) [13][140/3757] lr: 5.000e-05 eta: 1:08:29 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8053 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8238 loss: 0.8238 2022/06/14 22:59:29 - mmengine - INFO - Epoch(train) [13][160/3757] lr: 5.000e-05 eta: 1:08:22 time: 0.369 data_time: 0.002 memory: 33358 grad_norm: 5.5859 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5072 loss: 0.5072 2022/06/14 22:59:36 - mmengine - INFO - Epoch(train) [13][180/3757] lr: 5.000e-05 eta: 1:08:14 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.5192 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8446 loss: 0.8446 2022/06/14 22:59:44 - mmengine - INFO - Epoch(train) [13][200/3757] lr: 5.000e-05 eta: 1:08:07 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.1367 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5116 loss: 0.5116 2022/06/14 22:59:51 - mmengine - INFO - Epoch(train) [13][220/3757] lr: 5.000e-05 eta: 1:08:00 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.3125 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7627 loss: 0.7627 2022/06/14 22:59:58 - mmengine - INFO - Epoch(train) [13][240/3757] lr: 5.000e-05 eta: 1:07:52 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.4109 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8064 loss: 0.8064 2022/06/14 23:00:06 - mmengine - INFO - Epoch(train) [13][260/3757] lr: 5.000e-05 eta: 1:07:45 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.6838 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7696 loss: 0.7696 2022/06/14 23:00:13 - mmengine - INFO - Epoch(train) [13][280/3757] lr: 5.000e-05 eta: 1:07:38 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1349 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9137 loss: 0.9137 2022/06/14 23:00:21 - mmengine - INFO - Epoch(train) [13][300/3757] lr: 5.000e-05 eta: 1:07:30 time: 0.526 data_time: 0.003 memory: 33358 grad_norm: 4.0239 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6339 loss: 0.6339 2022/06/14 23:00:28 - mmengine - INFO - Epoch(train) [13][320/3757] lr: 5.000e-05 eta: 1:07:23 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 6.2753 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1686 loss: 1.1686 2022/06/14 23:00:35 - mmengine - INFO - Epoch(train) [13][340/3757] lr: 5.000e-05 eta: 1:07:15 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 4.3870 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4155 loss: 0.4155 2022/06/14 23:00:43 - mmengine - INFO - Epoch(train) [13][360/3757] lr: 5.000e-05 eta: 1:07:08 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.3494 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6718 loss: 0.6718 2022/06/14 23:00:50 - mmengine - INFO - Epoch(train) [13][380/3757] lr: 5.000e-05 eta: 1:07:01 time: 0.402 data_time: 0.006 memory: 33358 grad_norm: 4.6358 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6994 loss: 0.6994 2022/06/14 23:00:57 - mmengine - INFO - Epoch(train) [13][400/3757] lr: 5.000e-05 eta: 1:06:53 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8042 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6706 loss: 0.6706 2022/06/14 23:01:05 - mmengine - INFO - Epoch(train) [13][420/3757] lr: 5.000e-05 eta: 1:06:46 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.0110 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7009 loss: 0.7009 2022/06/14 23:01:12 - mmengine - INFO - Epoch(train) [13][440/3757] lr: 5.000e-05 eta: 1:06:38 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.5789 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7281 loss: 0.7281 2022/06/14 23:01:20 - mmengine - INFO - Epoch(train) [13][460/3757] lr: 5.000e-05 eta: 1:06:31 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.2749 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8259 loss: 0.8259 2022/06/14 23:01:27 - mmengine - INFO - Epoch(train) [13][480/3757] lr: 5.000e-05 eta: 1:06:24 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0261 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.6656 loss: 0.6656 2022/06/14 23:01:35 - mmengine - INFO - Epoch(train) [13][500/3757] lr: 5.000e-05 eta: 1:06:16 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.8760 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8321 loss: 0.8321 2022/06/14 23:01:42 - mmengine - INFO - Epoch(train) [13][520/3757] lr: 5.000e-05 eta: 1:06:09 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.5691 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5576 loss: 0.5576 2022/06/14 23:01:49 - mmengine - INFO - Epoch(train) [13][540/3757] lr: 5.000e-05 eta: 1:06:02 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7066 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6987 loss: 0.6987 2022/06/14 23:01:57 - mmengine - INFO - Epoch(train) [13][560/3757] lr: 5.000e-05 eta: 1:05:54 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.7884 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8665 loss: 0.8665 2022/06/14 23:02:04 - mmengine - INFO - Epoch(train) [13][580/3757] lr: 5.000e-05 eta: 1:05:47 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.9155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8627 loss: 0.8627 2022/06/14 23:02:12 - mmengine - INFO - Epoch(train) [13][600/3757] lr: 5.000e-05 eta: 1:05:39 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.0570 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5595 loss: 0.5595 2022/06/14 23:02:19 - mmengine - INFO - Epoch(train) [13][620/3757] lr: 5.000e-05 eta: 1:05:32 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 3.9617 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7120 loss: 0.7120 2022/06/14 23:02:26 - mmengine - INFO - Epoch(train) [13][640/3757] lr: 5.000e-05 eta: 1:05:25 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.2558 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6933 loss: 0.6933 2022/06/14 23:02:34 - mmengine - INFO - Epoch(train) [13][660/3757] lr: 5.000e-05 eta: 1:05:17 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 5.4663 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5985 loss: 0.5985 2022/06/14 23:02:41 - mmengine - INFO - Epoch(train) [13][680/3757] lr: 5.000e-05 eta: 1:05:10 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.5259 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7136 loss: 0.7136 2022/06/14 23:02:49 - mmengine - INFO - Epoch(train) [13][700/3757] lr: 5.000e-05 eta: 1:05:03 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.5773 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6535 loss: 0.6535 2022/06/14 23:02:56 - mmengine - INFO - Epoch(train) [13][720/3757] lr: 5.000e-05 eta: 1:04:55 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.7023 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8410 loss: 0.8410 2022/06/14 23:03:04 - mmengine - INFO - Epoch(train) [13][740/3757] lr: 5.000e-05 eta: 1:04:48 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.2992 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8555 loss: 0.8555 2022/06/14 23:03:11 - mmengine - INFO - Epoch(train) [13][760/3757] lr: 5.000e-05 eta: 1:04:40 time: 0.537 data_time: 0.173 memory: 33358 grad_norm: 4.8521 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7515 loss: 0.7515 2022/06/14 23:03:18 - mmengine - INFO - Epoch(train) [13][780/3757] lr: 5.000e-05 eta: 1:04:33 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.8713 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7453 loss: 0.7453 2022/06/14 23:03:26 - mmengine - INFO - Epoch(train) [13][800/3757] lr: 5.000e-05 eta: 1:04:26 time: 0.364 data_time: 0.010 memory: 33358 grad_norm: 5.1560 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6962 loss: 0.6962 2022/06/14 23:03:33 - mmengine - INFO - Epoch(train) [13][820/3757] lr: 5.000e-05 eta: 1:04:18 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.7427 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6560 loss: 0.6560 2022/06/14 23:03:40 - mmengine - INFO - Epoch(train) [13][840/3757] lr: 5.000e-05 eta: 1:04:11 time: 0.432 data_time: 0.008 memory: 33358 grad_norm: 4.3027 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8945 loss: 0.8945 2022/06/14 23:03:48 - mmengine - INFO - Epoch(train) [13][860/3757] lr: 5.000e-05 eta: 1:04:04 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.8968 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8039 loss: 0.8039 2022/06/14 23:03:55 - mmengine - INFO - Epoch(train) [13][880/3757] lr: 5.000e-05 eta: 1:03:56 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.3424 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6735 loss: 0.6735 2022/06/14 23:04:03 - mmengine - INFO - Epoch(train) [13][900/3757] lr: 5.000e-05 eta: 1:03:49 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.5714 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5600 loss: 0.5600 2022/06/14 23:04:09 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:04:10 - mmengine - INFO - Epoch(train) [13][920/3757] lr: 5.000e-05 eta: 1:03:41 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.3967 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9385 loss: 0.9385 2022/06/14 23:04:18 - mmengine - INFO - Epoch(train) [13][940/3757] lr: 5.000e-05 eta: 1:03:34 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 3.4436 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8445 loss: 0.8445 2022/06/14 23:04:25 - mmengine - INFO - Epoch(train) [13][960/3757] lr: 5.000e-05 eta: 1:03:27 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.1291 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4898 loss: 0.4898 2022/06/14 23:04:32 - mmengine - INFO - Epoch(train) [13][980/3757] lr: 5.000e-05 eta: 1:03:19 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.0533 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5626 loss: 0.5626 2022/06/14 23:04:40 - mmengine - INFO - Epoch(train) [13][1000/3757] lr: 5.000e-05 eta: 1:03:12 time: 0.360 data_time: 0.015 memory: 33358 grad_norm: 4.7486 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7262 loss: 0.7262 2022/06/14 23:04:47 - mmengine - INFO - Epoch(train) [13][1020/3757] lr: 5.000e-05 eta: 1:03:04 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.0634 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7770 loss: 0.7770 2022/06/14 23:04:54 - mmengine - INFO - Epoch(train) [13][1040/3757] lr: 5.000e-05 eta: 1:02:57 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.3259 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5614 loss: 0.5614 2022/06/14 23:05:02 - mmengine - INFO - Epoch(train) [13][1060/3757] lr: 5.000e-05 eta: 1:02:50 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1047 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4860 loss: 0.4860 2022/06/14 23:05:09 - mmengine - INFO - Epoch(train) [13][1080/3757] lr: 5.000e-05 eta: 1:02:42 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 5.7362 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7452 loss: 0.7452 2022/06/14 23:05:17 - mmengine - INFO - Epoch(train) [13][1100/3757] lr: 5.000e-05 eta: 1:02:35 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.5418 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5686 loss: 0.5686 2022/06/14 23:05:24 - mmengine - INFO - Epoch(train) [13][1120/3757] lr: 5.000e-05 eta: 1:02:28 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 6.0106 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8190 loss: 0.8190 2022/06/14 23:05:32 - mmengine - INFO - Epoch(train) [13][1140/3757] lr: 5.000e-05 eta: 1:02:20 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.3775 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7184 loss: 0.7184 2022/06/14 23:05:39 - mmengine - INFO - Epoch(train) [13][1160/3757] lr: 5.000e-05 eta: 1:02:13 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.6968 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7996 loss: 0.7996 2022/06/14 23:05:46 - mmengine - INFO - Epoch(train) [13][1180/3757] lr: 5.000e-05 eta: 1:02:05 time: 0.358 data_time: 0.012 memory: 33358 grad_norm: 4.4700 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8151 loss: 0.8151 2022/06/14 23:05:54 - mmengine - INFO - Epoch(train) [13][1200/3757] lr: 5.000e-05 eta: 1:01:58 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.8441 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7995 loss: 0.7995 2022/06/14 23:06:01 - mmengine - INFO - Epoch(train) [13][1220/3757] lr: 5.000e-05 eta: 1:01:51 time: 0.400 data_time: 0.041 memory: 33358 grad_norm: 4.8181 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8133 loss: 0.8133 2022/06/14 23:06:08 - mmengine - INFO - Epoch(train) [13][1240/3757] lr: 5.000e-05 eta: 1:01:43 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.4933 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6256 loss: 0.6256 2022/06/14 23:06:16 - mmengine - INFO - Epoch(train) [13][1260/3757] lr: 5.000e-05 eta: 1:01:36 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.9762 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5745 loss: 0.5745 2022/06/14 23:06:23 - mmengine - INFO - Epoch(train) [13][1280/3757] lr: 5.000e-05 eta: 1:01:28 time: 0.368 data_time: 0.002 memory: 33358 grad_norm: 4.7889 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6554 loss: 0.6554 2022/06/14 23:06:30 - mmengine - INFO - Epoch(train) [13][1300/3757] lr: 5.000e-05 eta: 1:01:21 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.0860 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5567 loss: 0.5567 2022/06/14 23:06:38 - mmengine - INFO - Epoch(train) [13][1320/3757] lr: 5.000e-05 eta: 1:01:14 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 4.5253 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8076 loss: 0.8076 2022/06/14 23:06:45 - mmengine - INFO - Epoch(train) [13][1340/3757] lr: 5.000e-05 eta: 1:01:06 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.0028 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6020 loss: 0.6020 2022/06/14 23:06:52 - mmengine - INFO - Epoch(train) [13][1360/3757] lr: 5.000e-05 eta: 1:00:59 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.8037 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6778 loss: 0.6778 2022/06/14 23:07:00 - mmengine - INFO - Epoch(train) [13][1380/3757] lr: 5.000e-05 eta: 1:00:51 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8663 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6533 loss: 0.6533 2022/06/14 23:07:07 - mmengine - INFO - Epoch(train) [13][1400/3757] lr: 5.000e-05 eta: 1:00:44 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.5020 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7595 loss: 0.7595 2022/06/14 23:07:14 - mmengine - INFO - Epoch(train) [13][1420/3757] lr: 5.000e-05 eta: 1:00:37 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.3902 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7676 loss: 0.7676 2022/06/14 23:07:22 - mmengine - INFO - Epoch(train) [13][1440/3757] lr: 5.000e-05 eta: 1:00:29 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.7755 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9416 loss: 0.9416 2022/06/14 23:07:29 - mmengine - INFO - Epoch(train) [13][1460/3757] lr: 5.000e-05 eta: 1:00:22 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.6599 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7240 loss: 0.7240 2022/06/14 23:07:37 - mmengine - INFO - Epoch(train) [13][1480/3757] lr: 5.000e-05 eta: 1:00:15 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.0010 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6959 loss: 0.6959 2022/06/14 23:07:44 - mmengine - INFO - Epoch(train) [13][1500/3757] lr: 5.000e-05 eta: 1:00:07 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 4.0949 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7553 loss: 0.7553 2022/06/14 23:07:52 - mmengine - INFO - Epoch(train) [13][1520/3757] lr: 5.000e-05 eta: 1:00:00 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 4.1731 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7143 loss: 0.7143 2022/06/14 23:07:59 - mmengine - INFO - Epoch(train) [13][1540/3757] lr: 5.000e-05 eta: 0:59:52 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1271 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7861 loss: 0.7861 2022/06/14 23:08:06 - mmengine - INFO - Epoch(train) [13][1560/3757] lr: 5.000e-05 eta: 0:59:45 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3126 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8057 loss: 0.8057 2022/06/14 23:08:14 - mmengine - INFO - Epoch(train) [13][1580/3757] lr: 5.000e-05 eta: 0:59:38 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.1166 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9434 loss: 0.9434 2022/06/14 23:08:21 - mmengine - INFO - Epoch(train) [13][1600/3757] lr: 5.000e-05 eta: 0:59:30 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.0347 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7499 loss: 0.7499 2022/06/14 23:08:28 - mmengine - INFO - Epoch(train) [13][1620/3757] lr: 5.000e-05 eta: 0:59:23 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.7267 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3468 loss: 1.3468 2022/06/14 23:08:36 - mmengine - INFO - Epoch(train) [13][1640/3757] lr: 5.000e-05 eta: 0:59:15 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3497 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6585 loss: 0.6585 2022/06/14 23:08:43 - mmengine - INFO - Epoch(train) [13][1660/3757] lr: 5.000e-05 eta: 0:59:08 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.3703 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8978 loss: 0.8978 2022/06/14 23:08:50 - mmengine - INFO - Epoch(train) [13][1680/3757] lr: 5.000e-05 eta: 0:59:01 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2823 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6846 loss: 0.6846 2022/06/14 23:08:58 - mmengine - INFO - Epoch(train) [13][1700/3757] lr: 5.000e-05 eta: 0:58:53 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.3895 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 0.7344 loss: 0.7344 2022/06/14 23:09:05 - mmengine - INFO - Epoch(train) [13][1720/3757] lr: 5.000e-05 eta: 0:58:46 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.1723 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5288 loss: 0.5288 2022/06/14 23:09:13 - mmengine - INFO - Epoch(train) [13][1740/3757] lr: 5.000e-05 eta: 0:58:39 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.4060 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4747 loss: 0.4747 2022/06/14 23:09:20 - mmengine - INFO - Epoch(train) [13][1760/3757] lr: 5.000e-05 eta: 0:58:31 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 3.8452 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7190 loss: 0.7190 2022/06/14 23:09:27 - mmengine - INFO - Epoch(train) [13][1780/3757] lr: 5.000e-05 eta: 0:58:24 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.8163 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9846 loss: 0.9846 2022/06/14 23:09:35 - mmengine - INFO - Epoch(train) [13][1800/3757] lr: 5.000e-05 eta: 0:58:16 time: 0.370 data_time: 0.008 memory: 33358 grad_norm: 6.1890 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7831 loss: 0.7831 2022/06/14 23:09:42 - mmengine - INFO - Epoch(train) [13][1820/3757] lr: 5.000e-05 eta: 0:58:09 time: 0.369 data_time: 0.009 memory: 33358 grad_norm: 3.1744 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6599 loss: 0.6599 2022/06/14 23:09:49 - mmengine - INFO - Epoch(train) [13][1840/3757] lr: 5.000e-05 eta: 0:58:02 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.7654 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6351 loss: 0.6351 2022/06/14 23:09:57 - mmengine - INFO - Epoch(train) [13][1860/3757] lr: 5.000e-05 eta: 0:57:54 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.4153 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4057 loss: 0.4057 2022/06/14 23:10:04 - mmengine - INFO - Epoch(train) [13][1880/3757] lr: 5.000e-05 eta: 0:57:47 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 3.9375 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5394 loss: 0.5394 2022/06/14 23:10:11 - mmengine - INFO - Epoch(train) [13][1900/3757] lr: 5.000e-05 eta: 0:57:39 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.8062 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5558 loss: 0.5558 2022/06/14 23:10:17 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:10:19 - mmengine - INFO - Epoch(train) [13][1920/3757] lr: 5.000e-05 eta: 0:57:32 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1842 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7015 loss: 0.7015 2022/06/14 23:10:26 - mmengine - INFO - Epoch(train) [13][1940/3757] lr: 5.000e-05 eta: 0:57:25 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 4.5437 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5049 loss: 0.5049 2022/06/14 23:10:34 - mmengine - INFO - Epoch(train) [13][1960/3757] lr: 5.000e-05 eta: 0:57:17 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.9447 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7883 loss: 0.7883 2022/06/14 23:10:41 - mmengine - INFO - Epoch(train) [13][1980/3757] lr: 5.000e-05 eta: 0:57:10 time: 0.413 data_time: 0.006 memory: 33358 grad_norm: 5.5731 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6629 loss: 0.6629 2022/06/14 23:10:49 - mmengine - INFO - Epoch(train) [13][2000/3757] lr: 5.000e-05 eta: 0:57:03 time: 0.366 data_time: 0.007 memory: 33358 grad_norm: 4.5253 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8633 loss: 0.8633 2022/06/14 23:10:56 - mmengine - INFO - Epoch(train) [13][2020/3757] lr: 5.000e-05 eta: 0:56:55 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.8269 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7799 loss: 0.7799 2022/06/14 23:11:03 - mmengine - INFO - Epoch(train) [13][2040/3757] lr: 5.000e-05 eta: 0:56:48 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.7135 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4548 loss: 0.4548 2022/06/14 23:11:11 - mmengine - INFO - Epoch(train) [13][2060/3757] lr: 5.000e-05 eta: 0:56:40 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.5173 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6570 loss: 0.6570 2022/06/14 23:11:18 - mmengine - INFO - Epoch(train) [13][2080/3757] lr: 5.000e-05 eta: 0:56:33 time: 0.363 data_time: 0.009 memory: 33358 grad_norm: 4.6583 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9095 loss: 0.9095 2022/06/14 23:11:26 - mmengine - INFO - Epoch(train) [13][2100/3757] lr: 5.000e-05 eta: 0:56:26 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.5034 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7307 loss: 0.7307 2022/06/14 23:11:33 - mmengine - INFO - Epoch(train) [13][2120/3757] lr: 5.000e-05 eta: 0:56:18 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.6400 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8211 loss: 0.8211 2022/06/14 23:11:40 - mmengine - INFO - Epoch(train) [13][2140/3757] lr: 5.000e-05 eta: 0:56:11 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.7612 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6994 loss: 0.6994 2022/06/14 23:11:48 - mmengine - INFO - Epoch(train) [13][2160/3757] lr: 5.000e-05 eta: 0:56:03 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.7001 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6648 loss: 0.6648 2022/06/14 23:11:55 - mmengine - INFO - Epoch(train) [13][2180/3757] lr: 5.000e-05 eta: 0:55:56 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.8714 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.5638 loss: 0.5638 2022/06/14 23:12:03 - mmengine - INFO - Epoch(train) [13][2200/3757] lr: 5.000e-05 eta: 0:55:49 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.0192 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6543 loss: 0.6543 2022/06/14 23:12:10 - mmengine - INFO - Epoch(train) [13][2220/3757] lr: 5.000e-05 eta: 0:55:41 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.1850 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6887 loss: 0.6887 2022/06/14 23:12:17 - mmengine - INFO - Epoch(train) [13][2240/3757] lr: 5.000e-05 eta: 0:55:34 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.3303 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8341 loss: 0.8341 2022/06/14 23:12:25 - mmengine - INFO - Epoch(train) [13][2260/3757] lr: 5.000e-05 eta: 0:55:27 time: 0.375 data_time: 0.053 memory: 33358 grad_norm: 5.7784 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6076 loss: 0.6076 2022/06/14 23:12:32 - mmengine - INFO - Epoch(train) [13][2280/3757] lr: 5.000e-05 eta: 0:55:19 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.8554 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6600 loss: 0.6600 2022/06/14 23:12:39 - mmengine - INFO - Epoch(train) [13][2300/3757] lr: 5.000e-05 eta: 0:55:12 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 4.3416 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6512 loss: 0.6512 2022/06/14 23:12:47 - mmengine - INFO - Epoch(train) [13][2320/3757] lr: 5.000e-05 eta: 0:55:04 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.2359 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9365 loss: 0.9365 2022/06/14 23:12:54 - mmengine - INFO - Epoch(train) [13][2340/3757] lr: 5.000e-05 eta: 0:54:57 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.8670 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5720 loss: 0.5720 2022/06/14 23:13:02 - mmengine - INFO - Epoch(train) [13][2360/3757] lr: 5.000e-05 eta: 0:54:50 time: 0.451 data_time: 0.006 memory: 33358 grad_norm: 4.3825 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8078 loss: 0.8078 2022/06/14 23:13:09 - mmengine - INFO - Epoch(train) [13][2380/3757] lr: 5.000e-05 eta: 0:54:42 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.1184 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7947 loss: 0.7947 2022/06/14 23:13:16 - mmengine - INFO - Epoch(train) [13][2400/3757] lr: 5.000e-05 eta: 0:54:35 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.0734 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8192 loss: 0.8192 2022/06/14 23:13:24 - mmengine - INFO - Epoch(train) [13][2420/3757] lr: 5.000e-05 eta: 0:54:27 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 6.8657 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5637 loss: 0.5637 2022/06/14 23:13:31 - mmengine - INFO - Epoch(train) [13][2440/3757] lr: 5.000e-05 eta: 0:54:20 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.9079 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8769 loss: 0.8769 2022/06/14 23:13:38 - mmengine - INFO - Epoch(train) [13][2460/3757] lr: 5.000e-05 eta: 0:54:13 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 5.0197 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1239 loss: 1.1239 2022/06/14 23:13:46 - mmengine - INFO - Epoch(train) [13][2480/3757] lr: 5.000e-05 eta: 0:54:05 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.3792 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5526 loss: 0.5526 2022/06/14 23:13:53 - mmengine - INFO - Epoch(train) [13][2500/3757] lr: 5.000e-05 eta: 0:53:58 time: 0.373 data_time: 0.006 memory: 33358 grad_norm: 5.1798 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7915 loss: 0.7915 2022/06/14 23:14:00 - mmengine - INFO - Epoch(train) [13][2520/3757] lr: 5.000e-05 eta: 0:53:50 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.3094 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6429 loss: 0.6429 2022/06/14 23:14:08 - mmengine - INFO - Epoch(train) [13][2540/3757] lr: 5.000e-05 eta: 0:53:43 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.3049 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6443 loss: 0.6443 2022/06/14 23:14:15 - mmengine - INFO - Epoch(train) [13][2560/3757] lr: 5.000e-05 eta: 0:53:36 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.8249 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8541 loss: 0.8541 2022/06/14 23:14:22 - mmengine - INFO - Epoch(train) [13][2580/3757] lr: 5.000e-05 eta: 0:53:28 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.2955 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6820 loss: 0.6820 2022/06/14 23:14:30 - mmengine - INFO - Epoch(train) [13][2600/3757] lr: 5.000e-05 eta: 0:53:21 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.8201 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6751 loss: 0.6751 2022/06/14 23:14:37 - mmengine - INFO - Epoch(train) [13][2620/3757] lr: 5.000e-05 eta: 0:53:13 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 5.6859 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6621 loss: 0.6621 2022/06/14 23:14:44 - mmengine - INFO - Epoch(train) [13][2640/3757] lr: 5.000e-05 eta: 0:53:06 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7484 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9678 loss: 0.9678 2022/06/14 23:14:52 - mmengine - INFO - Epoch(train) [13][2660/3757] lr: 5.000e-05 eta: 0:52:59 time: 0.371 data_time: 0.008 memory: 33358 grad_norm: 4.0399 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4906 loss: 0.4906 2022/06/14 23:14:59 - mmengine - INFO - Epoch(train) [13][2680/3757] lr: 5.000e-05 eta: 0:52:51 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.9573 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7781 loss: 0.7781 2022/06/14 23:15:07 - mmengine - INFO - Epoch(train) [13][2700/3757] lr: 5.000e-05 eta: 0:52:44 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.7056 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7498 loss: 0.7498 2022/06/14 23:15:14 - mmengine - INFO - Epoch(train) [13][2720/3757] lr: 5.000e-05 eta: 0:52:37 time: 0.365 data_time: 0.009 memory: 33358 grad_norm: 3.8881 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7600 loss: 0.7600 2022/06/14 23:15:21 - mmengine - INFO - Epoch(train) [13][2740/3757] lr: 5.000e-05 eta: 0:52:29 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.6712 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7050 loss: 0.7050 2022/06/14 23:15:29 - mmengine - INFO - Epoch(train) [13][2760/3757] lr: 5.000e-05 eta: 0:52:22 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.6066 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6797 loss: 0.6797 2022/06/14 23:15:36 - mmengine - INFO - Epoch(train) [13][2780/3757] lr: 5.000e-05 eta: 0:52:14 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.6895 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6003 loss: 0.6003 2022/06/14 23:15:44 - mmengine - INFO - Epoch(train) [13][2800/3757] lr: 5.000e-05 eta: 0:52:07 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.3015 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5017 loss: 0.5017 2022/06/14 23:15:51 - mmengine - INFO - Epoch(train) [13][2820/3757] lr: 5.000e-05 eta: 0:52:00 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.7951 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6420 loss: 0.6420 2022/06/14 23:15:58 - mmengine - INFO - Epoch(train) [13][2840/3757] lr: 5.000e-05 eta: 0:51:52 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.1510 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9149 loss: 0.9149 2022/06/14 23:16:06 - mmengine - INFO - Epoch(train) [13][2860/3757] lr: 5.000e-05 eta: 0:51:45 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.4344 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6120 loss: 0.6120 2022/06/14 23:16:13 - mmengine - INFO - Epoch(train) [13][2880/3757] lr: 5.000e-05 eta: 0:51:38 time: 0.363 data_time: 0.003 memory: 33358 grad_norm: 5.2276 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4320 loss: 0.4320 2022/06/14 23:16:20 - mmengine - INFO - Epoch(train) [13][2900/3757] lr: 5.000e-05 eta: 0:51:30 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.2806 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7622 loss: 0.7622 2022/06/14 23:16:27 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:16:28 - mmengine - INFO - Epoch(train) [13][2920/3757] lr: 5.000e-05 eta: 0:51:23 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6663 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7378 loss: 0.7378 2022/06/14 23:16:35 - mmengine - INFO - Epoch(train) [13][2940/3757] lr: 5.000e-05 eta: 0:51:15 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.4214 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6303 loss: 0.6303 2022/06/14 23:16:43 - mmengine - INFO - Epoch(train) [13][2960/3757] lr: 5.000e-05 eta: 0:51:08 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.1267 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6608 loss: 0.6608 2022/06/14 23:16:50 - mmengine - INFO - Epoch(train) [13][2980/3757] lr: 5.000e-05 eta: 0:51:01 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.3787 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7286 loss: 0.7286 2022/06/14 23:16:58 - mmengine - INFO - Epoch(train) [13][3000/3757] lr: 5.000e-05 eta: 0:50:53 time: 0.365 data_time: 0.008 memory: 33358 grad_norm: 4.0430 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6706 loss: 0.6706 2022/06/14 23:17:05 - mmengine - INFO - Epoch(train) [13][3020/3757] lr: 5.000e-05 eta: 0:50:46 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.6027 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6695 loss: 0.6695 2022/06/14 23:17:12 - mmengine - INFO - Epoch(train) [13][3040/3757] lr: 5.000e-05 eta: 0:50:38 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.9182 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7811 loss: 0.7811 2022/06/14 23:17:20 - mmengine - INFO - Epoch(train) [13][3060/3757] lr: 5.000e-05 eta: 0:50:31 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.7327 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4120 loss: 0.4120 2022/06/14 23:17:27 - mmengine - INFO - Epoch(train) [13][3080/3757] lr: 5.000e-05 eta: 0:50:24 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.7909 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8922 loss: 0.8922 2022/06/14 23:17:34 - mmengine - INFO - Epoch(train) [13][3100/3757] lr: 5.000e-05 eta: 0:50:16 time: 0.364 data_time: 0.010 memory: 33358 grad_norm: 5.2282 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6337 loss: 0.6337 2022/06/14 23:17:42 - mmengine - INFO - Epoch(train) [13][3120/3757] lr: 5.000e-05 eta: 0:50:09 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 5.5616 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6999 loss: 0.6999 2022/06/14 23:17:49 - mmengine - INFO - Epoch(train) [13][3140/3757] lr: 5.000e-05 eta: 0:50:01 time: 0.373 data_time: 0.006 memory: 33358 grad_norm: 4.2945 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8175 loss: 0.8175 2022/06/14 23:17:56 - mmengine - INFO - Epoch(train) [13][3160/3757] lr: 5.000e-05 eta: 0:49:54 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.5142 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7288 loss: 0.7288 2022/06/14 23:18:04 - mmengine - INFO - Epoch(train) [13][3180/3757] lr: 5.000e-05 eta: 0:49:47 time: 0.365 data_time: 0.014 memory: 33358 grad_norm: 4.6830 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8252 loss: 0.8252 2022/06/14 23:18:11 - mmengine - INFO - Epoch(train) [13][3200/3757] lr: 5.000e-05 eta: 0:49:39 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7321 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8839 loss: 0.8839 2022/06/14 23:18:18 - mmengine - INFO - Epoch(train) [13][3220/3757] lr: 5.000e-05 eta: 0:49:32 time: 0.372 data_time: 0.005 memory: 33358 grad_norm: 5.1852 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5745 loss: 0.5745 2022/06/14 23:18:26 - mmengine - INFO - Epoch(train) [13][3240/3757] lr: 5.000e-05 eta: 0:49:25 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.3456 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7387 loss: 0.7387 2022/06/14 23:18:33 - mmengine - INFO - Epoch(train) [13][3260/3757] lr: 5.000e-05 eta: 0:49:17 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1874 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6561 loss: 0.6561 2022/06/14 23:18:40 - mmengine - INFO - Epoch(train) [13][3280/3757] lr: 5.000e-05 eta: 0:49:10 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.3851 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5152 loss: 0.5152 2022/06/14 23:18:48 - mmengine - INFO - Epoch(train) [13][3300/3757] lr: 5.000e-05 eta: 0:49:02 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3360 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6265 loss: 0.6265 2022/06/14 23:18:55 - mmengine - INFO - Epoch(train) [13][3320/3757] lr: 5.000e-05 eta: 0:48:55 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 4.8133 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8515 loss: 0.8515 2022/06/14 23:19:03 - mmengine - INFO - Epoch(train) [13][3340/3757] lr: 5.000e-05 eta: 0:48:48 time: 0.364 data_time: 0.003 memory: 33358 grad_norm: 5.6657 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0449 loss: 1.0449 2022/06/14 23:19:10 - mmengine - INFO - Epoch(train) [13][3360/3757] lr: 5.000e-05 eta: 0:48:40 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.3221 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8047 loss: 0.8047 2022/06/14 23:19:17 - mmengine - INFO - Epoch(train) [13][3380/3757] lr: 5.000e-05 eta: 0:48:33 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.0568 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7345 loss: 0.7345 2022/06/14 23:19:25 - mmengine - INFO - Epoch(train) [13][3400/3757] lr: 5.000e-05 eta: 0:48:25 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.2362 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8305 loss: 0.8305 2022/06/14 23:19:33 - mmengine - INFO - Epoch(train) [13][3420/3757] lr: 5.000e-05 eta: 0:48:18 time: 0.519 data_time: 0.159 memory: 33358 grad_norm: 6.5824 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6885 loss: 0.6885 2022/06/14 23:19:40 - mmengine - INFO - Epoch(train) [13][3440/3757] lr: 5.000e-05 eta: 0:48:11 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.0323 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0047 loss: 1.0047 2022/06/14 23:19:47 - mmengine - INFO - Epoch(train) [13][3460/3757] lr: 5.000e-05 eta: 0:48:03 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.4311 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6558 loss: 0.6558 2022/06/14 23:19:55 - mmengine - INFO - Epoch(train) [13][3480/3757] lr: 5.000e-05 eta: 0:47:56 time: 0.369 data_time: 0.002 memory: 33358 grad_norm: 4.3507 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7731 loss: 0.7731 2022/06/14 23:20:02 - mmengine - INFO - Epoch(train) [13][3500/3757] lr: 5.000e-05 eta: 0:47:49 time: 0.422 data_time: 0.006 memory: 33358 grad_norm: 4.1686 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3980 loss: 0.3980 2022/06/14 23:20:09 - mmengine - INFO - Epoch(train) [13][3520/3757] lr: 5.000e-05 eta: 0:47:41 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.9655 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7590 loss: 0.7590 2022/06/14 23:20:17 - mmengine - INFO - Epoch(train) [13][3540/3757] lr: 5.000e-05 eta: 0:47:34 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8031 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5612 loss: 0.5612 2022/06/14 23:20:24 - mmengine - INFO - Epoch(train) [13][3560/3757] lr: 5.000e-05 eta: 0:47:26 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.5266 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6303 loss: 0.6303 2022/06/14 23:20:32 - mmengine - INFO - Epoch(train) [13][3580/3757] lr: 5.000e-05 eta: 0:47:19 time: 0.361 data_time: 0.006 memory: 33358 grad_norm: 5.1718 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7478 loss: 0.7478 2022/06/14 23:20:39 - mmengine - INFO - Epoch(train) [13][3600/3757] lr: 5.000e-05 eta: 0:47:12 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.0369 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8574 loss: 0.8574 2022/06/14 23:20:46 - mmengine - INFO - Epoch(train) [13][3620/3757] lr: 5.000e-05 eta: 0:47:04 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.9143 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8072 loss: 0.8072 2022/06/14 23:20:54 - mmengine - INFO - Epoch(train) [13][3640/3757] lr: 5.000e-05 eta: 0:46:57 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.2889 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5451 loss: 0.5451 2022/06/14 23:21:01 - mmengine - INFO - Epoch(train) [13][3660/3757] lr: 5.000e-05 eta: 0:46:50 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.2535 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8025 loss: 0.8025 2022/06/14 23:21:08 - mmengine - INFO - Epoch(train) [13][3680/3757] lr: 5.000e-05 eta: 0:46:42 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 5.3071 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8813 loss: 0.8813 2022/06/14 23:21:16 - mmengine - INFO - Epoch(train) [13][3700/3757] lr: 5.000e-05 eta: 0:46:35 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.1405 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7128 loss: 0.7128 2022/06/14 23:21:23 - mmengine - INFO - Epoch(train) [13][3720/3757] lr: 5.000e-05 eta: 0:46:27 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9294 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6536 loss: 0.6536 2022/06/14 23:21:31 - mmengine - INFO - Epoch(train) [13][3740/3757] lr: 5.000e-05 eta: 0:46:20 time: 0.353 data_time: 0.002 memory: 33358 grad_norm: 3.7218 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7223 loss: 0.7223 2022/06/14 23:21:37 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:21:46 - mmengine - INFO - Epoch(val) [13][20/310] eta: 0:01:44 time: 0.120 data_time: 0.002 memory: 33358 2022/06/14 23:21:50 - mmengine - INFO - Epoch(val) [13][40/310] eta: 0:01:37 time: 0.122 data_time: 0.003 memory: 3465 2022/06/14 23:21:55 - mmengine - INFO - Epoch(val) [13][60/310] eta: 0:00:29 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 23:22:00 - mmengine - INFO - Epoch(val) [13][80/310] eta: 0:00:28 time: 0.136 data_time: 0.007 memory: 3465 2022/06/14 23:22:06 - mmengine - INFO - Epoch(val) [13][100/310] eta: 0:00:59 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 23:22:11 - mmengine - INFO - Epoch(val) [13][120/310] eta: 0:01:10 time: 0.126 data_time: 0.007 memory: 3465 2022/06/14 23:22:16 - mmengine - INFO - Epoch(val) [13][140/310] eta: 0:00:22 time: 0.128 data_time: 0.002 memory: 3465 2022/06/14 23:22:20 - mmengine - INFO - Epoch(val) [13][160/310] eta: 0:00:17 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 23:22:27 - mmengine - INFO - Epoch(val) [13][180/310] eta: 0:00:36 time: 0.113 data_time: 0.002 memory: 3465 2022/06/14 23:22:33 - mmengine - INFO - Epoch(val) [13][200/310] eta: 0:00:42 time: 0.134 data_time: 0.003 memory: 3465 2022/06/14 23:22:37 - mmengine - INFO - Epoch(val) [13][220/310] eta: 0:00:22 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 23:22:42 - mmengine - INFO - Epoch(val) [13][240/310] eta: 0:00:08 time: 0.119 data_time: 0.002 memory: 3465 2022/06/14 23:22:49 - mmengine - INFO - Epoch(val) [13][260/310] eta: 0:00:15 time: 0.118 data_time: 0.002 memory: 3465 2022/06/14 23:22:53 - mmengine - INFO - Epoch(val) [13][280/310] eta: 0:00:11 time: 0.116 data_time: 0.002 memory: 3465 2022/06/14 23:22:58 - mmengine - INFO - Epoch(val) [13][300/310] eta: 0:00:01 time: 0.119 data_time: 0.001 memory: 3465 2022/06/14 23:23:01 - mmengine - INFO - Epoch(val) [13][310/310] acc/top1: 0.7598 acc/top5: 0.9285 acc/mean1: 0.7597 2022/06/14 23:23:12 - mmengine - INFO - Epoch(train) [14][20/3757] lr: 5.000e-05 eta: 0:46:07 time: 0.378 data_time: 0.003 memory: 33358 grad_norm: 4.4374 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7561 loss: 0.7561 2022/06/14 23:23:20 - mmengine - INFO - Epoch(train) [14][40/3757] lr: 5.000e-05 eta: 0:45:59 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.6903 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6826 loss: 0.6826 2022/06/14 23:23:27 - mmengine - INFO - Epoch(train) [14][60/3757] lr: 5.000e-05 eta: 0:45:52 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7116 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7217 loss: 0.7217 2022/06/14 23:23:35 - mmengine - INFO - Epoch(train) [14][80/3757] lr: 5.000e-05 eta: 0:45:44 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.8214 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7931 loss: 0.7931 2022/06/14 23:23:42 - mmengine - INFO - Epoch(train) [14][100/3757] lr: 5.000e-05 eta: 0:45:37 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.0445 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7837 loss: 0.7837 2022/06/14 23:23:49 - mmengine - INFO - Epoch(train) [14][120/3757] lr: 5.000e-05 eta: 0:45:30 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.8005 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.6310 loss: 0.6310 2022/06/14 23:23:57 - mmengine - INFO - Epoch(train) [14][140/3757] lr: 5.000e-05 eta: 0:45:22 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.2591 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5391 loss: 0.5391 2022/06/14 23:24:04 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:24:04 - mmengine - INFO - Epoch(train) [14][160/3757] lr: 5.000e-05 eta: 0:45:15 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.6691 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7549 loss: 0.7549 2022/06/14 23:24:12 - mmengine - INFO - Epoch(train) [14][180/3757] lr: 5.000e-05 eta: 0:45:07 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.5605 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7587 loss: 0.7587 2022/06/14 23:24:19 - mmengine - INFO - Epoch(train) [14][200/3757] lr: 5.000e-05 eta: 0:45:00 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.6907 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3957 loss: 0.3957 2022/06/14 23:24:26 - mmengine - INFO - Epoch(train) [14][220/3757] lr: 5.000e-05 eta: 0:44:53 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.9773 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8445 loss: 0.8445 2022/06/14 23:24:34 - mmengine - INFO - Epoch(train) [14][240/3757] lr: 5.000e-05 eta: 0:44:45 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.5683 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8808 loss: 0.8808 2022/06/14 23:24:41 - mmengine - INFO - Epoch(train) [14][260/3757] lr: 5.000e-05 eta: 0:44:38 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.6547 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8552 loss: 0.8552 2022/06/14 23:24:48 - mmengine - INFO - Epoch(train) [14][280/3757] lr: 5.000e-05 eta: 0:44:31 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.1571 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7895 loss: 0.7895 2022/06/14 23:24:56 - mmengine - INFO - Epoch(train) [14][300/3757] lr: 5.000e-05 eta: 0:44:23 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.2786 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6651 loss: 0.6651 2022/06/14 23:25:03 - mmengine - INFO - Epoch(train) [14][320/3757] lr: 5.000e-05 eta: 0:44:16 time: 0.369 data_time: 0.012 memory: 33358 grad_norm: 4.4392 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6231 loss: 0.6231 2022/06/14 23:25:10 - mmengine - INFO - Epoch(train) [14][340/3757] lr: 5.000e-05 eta: 0:44:08 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.4112 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8105 loss: 0.8105 2022/06/14 23:25:18 - mmengine - INFO - Epoch(train) [14][360/3757] lr: 5.000e-05 eta: 0:44:01 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.5824 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7959 loss: 0.7959 2022/06/14 23:25:25 - mmengine - INFO - Epoch(train) [14][380/3757] lr: 5.000e-05 eta: 0:43:54 time: 0.366 data_time: 0.015 memory: 33358 grad_norm: 5.5947 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6369 loss: 0.6369 2022/06/14 23:25:32 - mmengine - INFO - Epoch(train) [14][400/3757] lr: 5.000e-05 eta: 0:43:46 time: 0.381 data_time: 0.009 memory: 33358 grad_norm: 4.7833 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7745 loss: 0.7745 2022/06/14 23:25:40 - mmengine - INFO - Epoch(train) [14][420/3757] lr: 5.000e-05 eta: 0:43:39 time: 0.373 data_time: 0.005 memory: 33358 grad_norm: 5.1393 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4234 loss: 0.4234 2022/06/14 23:25:47 - mmengine - INFO - Epoch(train) [14][440/3757] lr: 5.000e-05 eta: 0:43:31 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.3120 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7145 loss: 0.7145 2022/06/14 23:25:54 - mmengine - INFO - Epoch(train) [14][460/3757] lr: 5.000e-05 eta: 0:43:24 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.3425 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8507 loss: 0.8507 2022/06/14 23:26:02 - mmengine - INFO - Epoch(train) [14][480/3757] lr: 5.000e-05 eta: 0:43:17 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3174 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6833 loss: 0.6833 2022/06/14 23:26:09 - mmengine - INFO - Epoch(train) [14][500/3757] lr: 5.000e-05 eta: 0:43:09 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 4.2284 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6676 loss: 0.6676 2022/06/14 23:26:17 - mmengine - INFO - Epoch(train) [14][520/3757] lr: 5.000e-05 eta: 0:43:02 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2250 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6096 loss: 0.6096 2022/06/14 23:26:24 - mmengine - INFO - Epoch(train) [14][540/3757] lr: 5.000e-05 eta: 0:42:54 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4476 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6263 loss: 0.6263 2022/06/14 23:26:31 - mmengine - INFO - Epoch(train) [14][560/3757] lr: 5.000e-05 eta: 0:42:47 time: 0.362 data_time: 0.002 memory: 33358 grad_norm: 5.1048 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6110 loss: 0.6110 2022/06/14 23:26:39 - mmengine - INFO - Epoch(train) [14][580/3757] lr: 5.000e-05 eta: 0:42:40 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 5.0569 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4964 loss: 0.4964 2022/06/14 23:26:46 - mmengine - INFO - Epoch(train) [14][600/3757] lr: 5.000e-05 eta: 0:42:32 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 3.1954 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8574 loss: 0.8574 2022/06/14 23:26:54 - mmengine - INFO - Epoch(train) [14][620/3757] lr: 5.000e-05 eta: 0:42:25 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.1820 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5947 loss: 0.5947 2022/06/14 23:27:01 - mmengine - INFO - Epoch(train) [14][640/3757] lr: 5.000e-05 eta: 0:42:18 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 5.4474 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6048 loss: 0.6048 2022/06/14 23:27:08 - mmengine - INFO - Epoch(train) [14][660/3757] lr: 5.000e-05 eta: 0:42:10 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 6.0871 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8497 loss: 0.8497 2022/06/14 23:27:16 - mmengine - INFO - Epoch(train) [14][680/3757] lr: 5.000e-05 eta: 0:42:03 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.3421 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5697 loss: 0.5697 2022/06/14 23:27:23 - mmengine - INFO - Epoch(train) [14][700/3757] lr: 5.000e-05 eta: 0:41:55 time: 0.411 data_time: 0.021 memory: 33358 grad_norm: 4.3650 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7670 loss: 0.7670 2022/06/14 23:27:30 - mmengine - INFO - Epoch(train) [14][720/3757] lr: 5.000e-05 eta: 0:41:48 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.6515 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.6121 loss: 0.6121 2022/06/14 23:27:38 - mmengine - INFO - Epoch(train) [14][740/3757] lr: 5.000e-05 eta: 0:41:41 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.9244 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6473 loss: 0.6473 2022/06/14 23:27:45 - mmengine - INFO - Epoch(train) [14][760/3757] lr: 5.000e-05 eta: 0:41:33 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.5173 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9463 loss: 0.9463 2022/06/14 23:27:52 - mmengine - INFO - Epoch(train) [14][780/3757] lr: 5.000e-05 eta: 0:41:26 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 3.7163 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7993 loss: 0.7993 2022/06/14 23:28:00 - mmengine - INFO - Epoch(train) [14][800/3757] lr: 5.000e-05 eta: 0:41:18 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.3101 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8296 loss: 0.8296 2022/06/14 23:28:07 - mmengine - INFO - Epoch(train) [14][820/3757] lr: 5.000e-05 eta: 0:41:11 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.7216 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4682 loss: 0.4682 2022/06/14 23:28:14 - mmengine - INFO - Epoch(train) [14][840/3757] lr: 5.000e-05 eta: 0:41:04 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.7683 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3367 loss: 1.3367 2022/06/14 23:28:22 - mmengine - INFO - Epoch(train) [14][860/3757] lr: 5.000e-05 eta: 0:40:56 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 5.8561 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4627 loss: 0.4627 2022/06/14 23:28:29 - mmengine - INFO - Epoch(train) [14][880/3757] lr: 5.000e-05 eta: 0:40:49 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.0789 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3875 loss: 0.3875 2022/06/14 23:28:36 - mmengine - INFO - Epoch(train) [14][900/3757] lr: 5.000e-05 eta: 0:40:41 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.6924 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6637 loss: 0.6637 2022/06/14 23:28:44 - mmengine - INFO - Epoch(train) [14][920/3757] lr: 5.000e-05 eta: 0:40:34 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.3912 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7427 loss: 0.7427 2022/06/14 23:28:51 - mmengine - INFO - Epoch(train) [14][940/3757] lr: 5.000e-05 eta: 0:40:27 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.4816 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4456 loss: 0.4456 2022/06/14 23:28:59 - mmengine - INFO - Epoch(train) [14][960/3757] lr: 5.000e-05 eta: 0:40:19 time: 0.366 data_time: 0.009 memory: 33358 grad_norm: 5.3832 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4748 loss: 0.4748 2022/06/14 23:29:06 - mmengine - INFO - Epoch(train) [14][980/3757] lr: 5.000e-05 eta: 0:40:12 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.0443 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4659 loss: 0.4659 2022/06/14 23:29:13 - mmengine - INFO - Epoch(train) [14][1000/3757] lr: 5.000e-05 eta: 0:40:05 time: 0.376 data_time: 0.017 memory: 33358 grad_norm: 4.4753 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5953 loss: 0.5953 2022/06/14 23:29:21 - mmengine - INFO - Epoch(train) [14][1020/3757] lr: 5.000e-05 eta: 0:39:57 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 3.0926 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6620 loss: 0.6620 2022/06/14 23:29:28 - mmengine - INFO - Epoch(train) [14][1040/3757] lr: 5.000e-05 eta: 0:39:50 time: 0.364 data_time: 0.009 memory: 33358 grad_norm: 3.7947 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7615 loss: 0.7615 2022/06/14 23:29:35 - mmengine - INFO - Epoch(train) [14][1060/3757] lr: 5.000e-05 eta: 0:39:42 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.5008 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9660 loss: 0.9660 2022/06/14 23:29:43 - mmengine - INFO - Epoch(train) [14][1080/3757] lr: 5.000e-05 eta: 0:39:35 time: 0.375 data_time: 0.008 memory: 33358 grad_norm: 6.0347 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5352 loss: 0.5352 2022/06/14 23:29:50 - mmengine - INFO - Epoch(train) [14][1100/3757] lr: 5.000e-05 eta: 0:39:28 time: 0.373 data_time: 0.007 memory: 33358 grad_norm: 2.8335 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0035 loss: 1.0035 2022/06/14 23:29:58 - mmengine - INFO - Epoch(train) [14][1120/3757] lr: 5.000e-05 eta: 0:39:20 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.4446 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6117 loss: 0.6117 2022/06/14 23:30:05 - mmengine - INFO - Epoch(train) [14][1140/3757] lr: 5.000e-05 eta: 0:39:13 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.2630 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7782 loss: 0.7782 2022/06/14 23:30:12 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:30:12 - mmengine - INFO - Epoch(train) [14][1160/3757] lr: 5.000e-05 eta: 0:39:05 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8416 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8025 loss: 0.8025 2022/06/14 23:30:20 - mmengine - INFO - Epoch(train) [14][1180/3757] lr: 5.000e-05 eta: 0:38:58 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.7149 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5447 loss: 0.5447 2022/06/14 23:30:27 - mmengine - INFO - Epoch(train) [14][1200/3757] lr: 5.000e-05 eta: 0:38:51 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.1043 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4463 loss: 0.4463 2022/06/14 23:30:35 - mmengine - INFO - Epoch(train) [14][1220/3757] lr: 5.000e-05 eta: 0:38:43 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.7496 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8224 loss: 0.8224 2022/06/14 23:30:42 - mmengine - INFO - Epoch(train) [14][1240/3757] lr: 5.000e-05 eta: 0:38:36 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.5765 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5839 loss: 0.5839 2022/06/14 23:30:49 - mmengine - INFO - Epoch(train) [14][1260/3757] lr: 5.000e-05 eta: 0:38:29 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.7847 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9854 loss: 0.9854 2022/06/14 23:30:57 - mmengine - INFO - Epoch(train) [14][1280/3757] lr: 5.000e-05 eta: 0:38:21 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 4.4557 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5513 loss: 0.5513 2022/06/14 23:31:04 - mmengine - INFO - Epoch(train) [14][1300/3757] lr: 5.000e-05 eta: 0:38:14 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.7187 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8477 loss: 0.8477 2022/06/14 23:31:12 - mmengine - INFO - Epoch(train) [14][1320/3757] lr: 5.000e-05 eta: 0:38:06 time: 0.366 data_time: 0.008 memory: 33358 grad_norm: 4.7356 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7356 loss: 0.7356 2022/06/14 23:31:19 - mmengine - INFO - Epoch(train) [14][1340/3757] lr: 5.000e-05 eta: 0:37:59 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.2405 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6131 loss: 0.6131 2022/06/14 23:31:26 - mmengine - INFO - Epoch(train) [14][1360/3757] lr: 5.000e-05 eta: 0:37:52 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8803 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6380 loss: 0.6380 2022/06/14 23:31:34 - mmengine - INFO - Epoch(train) [14][1380/3757] lr: 5.000e-05 eta: 0:37:44 time: 0.372 data_time: 0.015 memory: 33358 grad_norm: 4.1958 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6062 loss: 0.6062 2022/06/14 23:31:41 - mmengine - INFO - Epoch(train) [14][1400/3757] lr: 5.000e-05 eta: 0:37:37 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.3549 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6721 loss: 0.6721 2022/06/14 23:31:48 - mmengine - INFO - Epoch(train) [14][1420/3757] lr: 5.000e-05 eta: 0:37:29 time: 0.363 data_time: 0.008 memory: 33358 grad_norm: 5.7247 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5894 loss: 0.5894 2022/06/14 23:31:56 - mmengine - INFO - Epoch(train) [14][1440/3757] lr: 5.000e-05 eta: 0:37:22 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.9934 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9404 loss: 0.9404 2022/06/14 23:32:03 - mmengine - INFO - Epoch(train) [14][1460/3757] lr: 5.000e-05 eta: 0:37:15 time: 0.368 data_time: 0.017 memory: 33358 grad_norm: 5.4710 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5837 loss: 0.5837 2022/06/14 23:32:10 - mmengine - INFO - Epoch(train) [14][1480/3757] lr: 5.000e-05 eta: 0:37:07 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.7608 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6617 loss: 0.6617 2022/06/14 23:32:18 - mmengine - INFO - Epoch(train) [14][1500/3757] lr: 5.000e-05 eta: 0:37:00 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.8043 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5564 loss: 0.5564 2022/06/14 23:32:25 - mmengine - INFO - Epoch(train) [14][1520/3757] lr: 5.000e-05 eta: 0:36:52 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.6153 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7815 loss: 0.7815 2022/06/14 23:32:32 - mmengine - INFO - Epoch(train) [14][1540/3757] lr: 5.000e-05 eta: 0:36:45 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.0879 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6274 loss: 0.6274 2022/06/14 23:32:40 - mmengine - INFO - Epoch(train) [14][1560/3757] lr: 5.000e-05 eta: 0:36:38 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.8081 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9293 loss: 0.9293 2022/06/14 23:32:47 - mmengine - INFO - Epoch(train) [14][1580/3757] lr: 5.000e-05 eta: 0:36:30 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.8718 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 0.8533 loss: 0.8533 2022/06/14 23:32:54 - mmengine - INFO - Epoch(train) [14][1600/3757] lr: 5.000e-05 eta: 0:36:23 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.5769 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8556 loss: 0.8556 2022/06/14 23:33:02 - mmengine - INFO - Epoch(train) [14][1620/3757] lr: 5.000e-05 eta: 0:36:16 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.3976 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8832 loss: 0.8832 2022/06/14 23:33:09 - mmengine - INFO - Epoch(train) [14][1640/3757] lr: 5.000e-05 eta: 0:36:08 time: 0.361 data_time: 0.015 memory: 33358 grad_norm: 5.4977 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7081 loss: 0.7081 2022/06/14 23:33:17 - mmengine - INFO - Epoch(train) [14][1660/3757] lr: 5.000e-05 eta: 0:36:01 time: 0.362 data_time: 0.036 memory: 33358 grad_norm: 5.2847 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7714 loss: 0.7714 2022/06/14 23:33:24 - mmengine - INFO - Epoch(train) [14][1680/3757] lr: 5.000e-05 eta: 0:35:53 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.3482 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5442 loss: 0.5442 2022/06/14 23:33:31 - mmengine - INFO - Epoch(train) [14][1700/3757] lr: 5.000e-05 eta: 0:35:46 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.9396 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8279 loss: 0.8279 2022/06/14 23:33:39 - mmengine - INFO - Epoch(train) [14][1720/3757] lr: 5.000e-05 eta: 0:35:39 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.9487 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.4787 loss: 0.4787 2022/06/14 23:33:46 - mmengine - INFO - Epoch(train) [14][1740/3757] lr: 5.000e-05 eta: 0:35:31 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.6289 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7742 loss: 0.7742 2022/06/14 23:33:53 - mmengine - INFO - Epoch(train) [14][1760/3757] lr: 5.000e-05 eta: 0:35:24 time: 0.390 data_time: 0.006 memory: 33358 grad_norm: 3.9973 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6939 loss: 0.6939 2022/06/14 23:34:01 - mmengine - INFO - Epoch(train) [14][1780/3757] lr: 5.000e-05 eta: 0:35:16 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 3.8622 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5362 loss: 0.5362 2022/06/14 23:34:08 - mmengine - INFO - Epoch(train) [14][1800/3757] lr: 5.000e-05 eta: 0:35:09 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.9505 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4998 loss: 0.4998 2022/06/14 23:34:15 - mmengine - INFO - Epoch(train) [14][1820/3757] lr: 5.000e-05 eta: 0:35:02 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 3.8416 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5960 loss: 0.5960 2022/06/14 23:34:23 - mmengine - INFO - Epoch(train) [14][1840/3757] lr: 5.000e-05 eta: 0:34:54 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.6218 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5895 loss: 0.5895 2022/06/14 23:34:30 - mmengine - INFO - Epoch(train) [14][1860/3757] lr: 5.000e-05 eta: 0:34:47 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.5837 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7813 loss: 0.7813 2022/06/14 23:34:38 - mmengine - INFO - Epoch(train) [14][1880/3757] lr: 5.000e-05 eta: 0:34:40 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.0016 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8755 loss: 0.8755 2022/06/14 23:34:45 - mmengine - INFO - Epoch(train) [14][1900/3757] lr: 5.000e-05 eta: 0:34:32 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.8249 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8267 loss: 0.8267 2022/06/14 23:34:53 - mmengine - INFO - Epoch(train) [14][1920/3757] lr: 5.000e-05 eta: 0:34:25 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8669 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4589 loss: 0.4589 2022/06/14 23:35:00 - mmengine - INFO - Epoch(train) [14][1940/3757] lr: 5.000e-05 eta: 0:34:17 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.7332 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6521 loss: 0.6521 2022/06/14 23:35:08 - mmengine - INFO - Epoch(train) [14][1960/3757] lr: 5.000e-05 eta: 0:34:10 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.8930 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7417 loss: 0.7417 2022/06/14 23:35:15 - mmengine - INFO - Epoch(train) [14][1980/3757] lr: 5.000e-05 eta: 0:34:03 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.8795 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8670 loss: 0.8670 2022/06/14 23:35:23 - mmengine - INFO - Epoch(train) [14][2000/3757] lr: 5.000e-05 eta: 0:33:55 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.8575 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7299 loss: 0.7299 2022/06/14 23:35:30 - mmengine - INFO - Epoch(train) [14][2020/3757] lr: 5.000e-05 eta: 0:33:48 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 4.4136 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4638 loss: 0.4638 2022/06/14 23:35:37 - mmengine - INFO - Epoch(train) [14][2040/3757] lr: 5.000e-05 eta: 0:33:41 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.0765 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7333 loss: 0.7333 2022/06/14 23:35:45 - mmengine - INFO - Epoch(train) [14][2060/3757] lr: 5.000e-05 eta: 0:33:33 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.0060 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4903 loss: 0.4903 2022/06/14 23:35:52 - mmengine - INFO - Epoch(train) [14][2080/3757] lr: 5.000e-05 eta: 0:33:26 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.2366 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6984 loss: 0.6984 2022/06/14 23:36:00 - mmengine - INFO - Epoch(train) [14][2100/3757] lr: 5.000e-05 eta: 0:33:18 time: 0.369 data_time: 0.009 memory: 33358 grad_norm: 4.4250 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8770 loss: 0.8770 2022/06/14 23:36:07 - mmengine - INFO - Epoch(train) [14][2120/3757] lr: 5.000e-05 eta: 0:33:11 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.2566 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4405 loss: 0.4405 2022/06/14 23:36:15 - mmengine - INFO - Epoch(train) [14][2140/3757] lr: 5.000e-05 eta: 0:33:04 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7025 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8200 loss: 0.8200 2022/06/14 23:36:22 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:36:22 - mmengine - INFO - Epoch(train) [14][2160/3757] lr: 5.000e-05 eta: 0:32:56 time: 0.361 data_time: 0.017 memory: 33358 grad_norm: 4.4857 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6276 loss: 0.6276 2022/06/14 23:36:29 - mmengine - INFO - Epoch(train) [14][2180/3757] lr: 5.000e-05 eta: 0:32:49 time: 0.360 data_time: 0.006 memory: 33358 grad_norm: 4.6214 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7817 loss: 0.7817 2022/06/14 23:36:37 - mmengine - INFO - Epoch(train) [14][2200/3757] lr: 5.000e-05 eta: 0:32:41 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6755 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6579 loss: 0.6579 2022/06/14 23:36:44 - mmengine - INFO - Epoch(train) [14][2220/3757] lr: 5.000e-05 eta: 0:32:34 time: 0.382 data_time: 0.023 memory: 33358 grad_norm: 4.8986 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9667 loss: 0.9667 2022/06/14 23:36:51 - mmengine - INFO - Epoch(train) [14][2240/3757] lr: 5.000e-05 eta: 0:32:27 time: 0.366 data_time: 0.011 memory: 33358 grad_norm: 4.8747 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7509 loss: 0.7509 2022/06/14 23:36:59 - mmengine - INFO - Epoch(train) [14][2260/3757] lr: 5.000e-05 eta: 0:32:19 time: 0.366 data_time: 0.007 memory: 33358 grad_norm: 4.8391 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.6467 loss: 0.6467 2022/06/14 23:37:06 - mmengine - INFO - Epoch(train) [14][2280/3757] lr: 5.000e-05 eta: 0:32:12 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 2.9747 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0002 loss: 1.0002 2022/06/14 23:37:14 - mmengine - INFO - Epoch(train) [14][2300/3757] lr: 5.000e-05 eta: 0:32:05 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6666 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6399 loss: 0.6399 2022/06/14 23:37:21 - mmengine - INFO - Epoch(train) [14][2320/3757] lr: 5.000e-05 eta: 0:31:57 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 4.2874 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4136 loss: 0.4136 2022/06/14 23:37:28 - mmengine - INFO - Epoch(train) [14][2340/3757] lr: 5.000e-05 eta: 0:31:50 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.6678 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5145 loss: 0.5145 2022/06/14 23:37:36 - mmengine - INFO - Epoch(train) [14][2360/3757] lr: 5.000e-05 eta: 0:31:42 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 6.4728 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7726 loss: 0.7726 2022/06/14 23:37:43 - mmengine - INFO - Epoch(train) [14][2380/3757] lr: 5.000e-05 eta: 0:31:35 time: 0.369 data_time: 0.008 memory: 33358 grad_norm: 4.3947 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7295 loss: 0.7295 2022/06/14 23:37:50 - mmengine - INFO - Epoch(train) [14][2400/3757] lr: 5.000e-05 eta: 0:31:28 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.8585 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7167 loss: 0.7167 2022/06/14 23:37:58 - mmengine - INFO - Epoch(train) [14][2420/3757] lr: 5.000e-05 eta: 0:31:20 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.2713 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7126 loss: 0.7126 2022/06/14 23:38:05 - mmengine - INFO - Epoch(train) [14][2440/3757] lr: 5.000e-05 eta: 0:31:13 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 4.6306 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5658 loss: 0.5658 2022/06/14 23:38:12 - mmengine - INFO - Epoch(train) [14][2460/3757] lr: 5.000e-05 eta: 0:31:05 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.2501 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6739 loss: 0.6739 2022/06/14 23:38:20 - mmengine - INFO - Epoch(train) [14][2480/3757] lr: 5.000e-05 eta: 0:30:58 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.7007 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6865 loss: 0.6865 2022/06/14 23:38:27 - mmengine - INFO - Epoch(train) [14][2500/3757] lr: 5.000e-05 eta: 0:30:51 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.2380 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8058 loss: 0.8058 2022/06/14 23:38:35 - mmengine - INFO - Epoch(train) [14][2520/3757] lr: 5.000e-05 eta: 0:30:43 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.8442 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7968 loss: 0.7968 2022/06/14 23:38:42 - mmengine - INFO - Epoch(train) [14][2540/3757] lr: 5.000e-05 eta: 0:30:36 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.4924 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5410 loss: 0.5410 2022/06/14 23:38:49 - mmengine - INFO - Epoch(train) [14][2560/3757] lr: 5.000e-05 eta: 0:30:29 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 4.7661 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6456 loss: 0.6456 2022/06/14 23:38:57 - mmengine - INFO - Epoch(train) [14][2580/3757] lr: 5.000e-05 eta: 0:30:21 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.4960 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6067 loss: 0.6067 2022/06/14 23:39:04 - mmengine - INFO - Epoch(train) [14][2600/3757] lr: 5.000e-05 eta: 0:30:14 time: 0.408 data_time: 0.054 memory: 33358 grad_norm: 3.7457 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5374 loss: 0.5374 2022/06/14 23:39:12 - mmengine - INFO - Epoch(train) [14][2620/3757] lr: 5.000e-05 eta: 0:30:06 time: 0.373 data_time: 0.006 memory: 33358 grad_norm: 4.7808 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7388 loss: 0.7388 2022/06/14 23:39:19 - mmengine - INFO - Epoch(train) [14][2640/3757] lr: 5.000e-05 eta: 0:29:59 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.4469 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7295 loss: 0.7295 2022/06/14 23:39:27 - mmengine - INFO - Epoch(train) [14][2660/3757] lr: 5.000e-05 eta: 0:29:52 time: 0.367 data_time: 0.009 memory: 33358 grad_norm: 4.4798 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6684 loss: 0.6684 2022/06/14 23:39:34 - mmengine - INFO - Epoch(train) [14][2680/3757] lr: 5.000e-05 eta: 0:29:44 time: 0.467 data_time: 0.002 memory: 33358 grad_norm: 3.8967 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5651 loss: 0.5651 2022/06/14 23:39:41 - mmengine - INFO - Epoch(train) [14][2700/3757] lr: 5.000e-05 eta: 0:29:37 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.7063 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5034 loss: 0.5034 2022/06/14 23:39:49 - mmengine - INFO - Epoch(train) [14][2720/3757] lr: 5.000e-05 eta: 0:29:30 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.5575 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7795 loss: 0.7795 2022/06/14 23:39:56 - mmengine - INFO - Epoch(train) [14][2740/3757] lr: 5.000e-05 eta: 0:29:22 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1422 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5601 loss: 0.5601 2022/06/14 23:40:04 - mmengine - INFO - Epoch(train) [14][2760/3757] lr: 5.000e-05 eta: 0:29:15 time: 0.367 data_time: 0.008 memory: 33358 grad_norm: 4.2516 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9659 loss: 0.9659 2022/06/14 23:40:11 - mmengine - INFO - Epoch(train) [14][2780/3757] lr: 5.000e-05 eta: 0:29:07 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.2899 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6413 loss: 0.6413 2022/06/14 23:40:19 - mmengine - INFO - Epoch(train) [14][2800/3757] lr: 5.000e-05 eta: 0:29:00 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.5643 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7426 loss: 0.7426 2022/06/14 23:40:26 - mmengine - INFO - Epoch(train) [14][2820/3757] lr: 5.000e-05 eta: 0:28:53 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.9145 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5190 loss: 0.5190 2022/06/14 23:40:33 - mmengine - INFO - Epoch(train) [14][2840/3757] lr: 5.000e-05 eta: 0:28:45 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.3375 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7524 loss: 0.7524 2022/06/14 23:40:41 - mmengine - INFO - Epoch(train) [14][2860/3757] lr: 5.000e-05 eta: 0:28:38 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.6970 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8546 loss: 0.8546 2022/06/14 23:40:48 - mmengine - INFO - Epoch(train) [14][2880/3757] lr: 5.000e-05 eta: 0:28:30 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.0310 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6895 loss: 0.6895 2022/06/14 23:40:56 - mmengine - INFO - Epoch(train) [14][2900/3757] lr: 5.000e-05 eta: 0:28:23 time: 0.368 data_time: 0.002 memory: 33358 grad_norm: 4.9038 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8952 loss: 0.8952 2022/06/14 23:41:03 - mmengine - INFO - Epoch(train) [14][2920/3757] lr: 5.000e-05 eta: 0:28:16 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.7769 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6569 loss: 0.6569 2022/06/14 23:41:10 - mmengine - INFO - Epoch(train) [14][2940/3757] lr: 5.000e-05 eta: 0:28:08 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.4130 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6705 loss: 0.6705 2022/06/14 23:41:18 - mmengine - INFO - Epoch(train) [14][2960/3757] lr: 5.000e-05 eta: 0:28:01 time: 0.363 data_time: 0.016 memory: 33358 grad_norm: 3.4423 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6383 loss: 0.6383 2022/06/14 23:41:25 - mmengine - INFO - Epoch(train) [14][2980/3757] lr: 5.000e-05 eta: 0:27:54 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.0093 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8184 loss: 0.8184 2022/06/14 23:41:32 - mmengine - INFO - Epoch(train) [14][3000/3757] lr: 5.000e-05 eta: 0:27:46 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.4129 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6191 loss: 0.6191 2022/06/14 23:41:40 - mmengine - INFO - Epoch(train) [14][3020/3757] lr: 5.000e-05 eta: 0:27:39 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 3.5050 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0422 loss: 1.0422 2022/06/14 23:41:47 - mmengine - INFO - Epoch(train) [14][3040/3757] lr: 5.000e-05 eta: 0:27:31 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.5816 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5927 loss: 0.5927 2022/06/14 23:41:54 - mmengine - INFO - Epoch(train) [14][3060/3757] lr: 5.000e-05 eta: 0:27:24 time: 0.387 data_time: 0.006 memory: 33358 grad_norm: 4.4558 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5886 loss: 0.5886 2022/06/14 23:42:02 - mmengine - INFO - Epoch(train) [14][3080/3757] lr: 5.000e-05 eta: 0:27:17 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 5.3474 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4614 loss: 0.4614 2022/06/14 23:42:09 - mmengine - INFO - Epoch(train) [14][3100/3757] lr: 5.000e-05 eta: 0:27:09 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.0552 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5636 loss: 0.5636 2022/06/14 23:42:16 - mmengine - INFO - Epoch(train) [14][3120/3757] lr: 5.000e-05 eta: 0:27:02 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 5.1897 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4220 loss: 0.4220 2022/06/14 23:42:24 - mmengine - INFO - Epoch(train) [14][3140/3757] lr: 5.000e-05 eta: 0:26:54 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.5590 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8843 loss: 0.8843 2022/06/14 23:42:31 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:42:31 - mmengine - INFO - Epoch(train) [14][3160/3757] lr: 5.000e-05 eta: 0:26:47 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 3.9191 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7702 loss: 0.7702 2022/06/14 23:42:39 - mmengine - INFO - Epoch(train) [14][3180/3757] lr: 5.000e-05 eta: 0:26:40 time: 0.369 data_time: 0.009 memory: 33358 grad_norm: 4.3059 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6859 loss: 0.6859 2022/06/14 23:42:46 - mmengine - INFO - Epoch(train) [14][3200/3757] lr: 5.000e-05 eta: 0:26:32 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 5.2577 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7909 loss: 0.7909 2022/06/14 23:42:54 - mmengine - INFO - Epoch(train) [14][3220/3757] lr: 5.000e-05 eta: 0:26:25 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 3.8911 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6555 loss: 0.6555 2022/06/14 23:43:01 - mmengine - INFO - Epoch(train) [14][3240/3757] lr: 5.000e-05 eta: 0:26:18 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 5.1667 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7198 loss: 0.7198 2022/06/14 23:43:08 - mmengine - INFO - Epoch(train) [14][3260/3757] lr: 5.000e-05 eta: 0:26:10 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5752 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7440 loss: 0.7440 2022/06/14 23:43:16 - mmengine - INFO - Epoch(train) [14][3280/3757] lr: 5.000e-05 eta: 0:26:03 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 5.0449 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7290 loss: 0.7290 2022/06/14 23:43:23 - mmengine - INFO - Epoch(train) [14][3300/3757] lr: 5.000e-05 eta: 0:25:55 time: 0.357 data_time: 0.013 memory: 33358 grad_norm: 4.1570 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7251 loss: 0.7251 2022/06/14 23:43:30 - mmengine - INFO - Epoch(train) [14][3320/3757] lr: 5.000e-05 eta: 0:25:48 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.7889 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5652 loss: 0.5652 2022/06/14 23:43:38 - mmengine - INFO - Epoch(train) [14][3340/3757] lr: 5.000e-05 eta: 0:25:41 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.9277 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6175 loss: 0.6175 2022/06/14 23:43:45 - mmengine - INFO - Epoch(train) [14][3360/3757] lr: 5.000e-05 eta: 0:25:33 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.7402 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6897 loss: 0.6897 2022/06/14 23:43:52 - mmengine - INFO - Epoch(train) [14][3380/3757] lr: 5.000e-05 eta: 0:25:26 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.2565 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7469 loss: 0.7469 2022/06/14 23:44:00 - mmengine - INFO - Epoch(train) [14][3400/3757] lr: 5.000e-05 eta: 0:25:18 time: 0.360 data_time: 0.002 memory: 33358 grad_norm: 4.6988 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7238 loss: 0.7238 2022/06/14 23:44:08 - mmengine - INFO - Epoch(train) [14][3420/3757] lr: 5.000e-05 eta: 0:25:11 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.9743 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0199 loss: 1.0199 2022/06/14 23:44:15 - mmengine - INFO - Epoch(train) [14][3440/3757] lr: 5.000e-05 eta: 0:25:04 time: 0.419 data_time: 0.015 memory: 33358 grad_norm: 4.8275 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4985 loss: 0.4985 2022/06/14 23:44:22 - mmengine - INFO - Epoch(train) [14][3460/3757] lr: 5.000e-05 eta: 0:24:56 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.9003 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7590 loss: 0.7590 2022/06/14 23:44:30 - mmengine - INFO - Epoch(train) [14][3480/3757] lr: 5.000e-05 eta: 0:24:49 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.6399 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0479 loss: 1.0479 2022/06/14 23:44:37 - mmengine - INFO - Epoch(train) [14][3500/3757] lr: 5.000e-05 eta: 0:24:42 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.5853 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7621 loss: 0.7621 2022/06/14 23:44:45 - mmengine - INFO - Epoch(train) [14][3520/3757] lr: 5.000e-05 eta: 0:24:34 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.5614 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6282 loss: 0.6282 2022/06/14 23:44:52 - mmengine - INFO - Epoch(train) [14][3540/3757] lr: 5.000e-05 eta: 0:24:27 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.4044 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7656 loss: 0.7656 2022/06/14 23:44:59 - mmengine - INFO - Epoch(train) [14][3560/3757] lr: 5.000e-05 eta: 0:24:19 time: 0.363 data_time: 0.018 memory: 33358 grad_norm: 4.1342 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4445 loss: 0.4445 2022/06/14 23:45:07 - mmengine - INFO - Epoch(train) [14][3580/3757] lr: 5.000e-05 eta: 0:24:12 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.0496 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.5279 loss: 0.5279 2022/06/14 23:45:14 - mmengine - INFO - Epoch(train) [14][3600/3757] lr: 5.000e-05 eta: 0:24:05 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.0835 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5688 loss: 0.5688 2022/06/14 23:45:21 - mmengine - INFO - Epoch(train) [14][3620/3757] lr: 5.000e-05 eta: 0:23:57 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.0304 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5887 loss: 0.5887 2022/06/14 23:45:29 - mmengine - INFO - Epoch(train) [14][3640/3757] lr: 5.000e-05 eta: 0:23:50 time: 0.365 data_time: 0.003 memory: 33358 grad_norm: 4.7003 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5623 loss: 0.5623 2022/06/14 23:45:36 - mmengine - INFO - Epoch(train) [14][3660/3757] lr: 5.000e-05 eta: 0:23:42 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 4.6834 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8624 loss: 0.8624 2022/06/14 23:45:44 - mmengine - INFO - Epoch(train) [14][3680/3757] lr: 5.000e-05 eta: 0:23:35 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.7439 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6333 loss: 0.6333 2022/06/14 23:45:51 - mmengine - INFO - Epoch(train) [14][3700/3757] lr: 5.000e-05 eta: 0:23:28 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 3.4627 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8718 loss: 0.8718 2022/06/14 23:45:58 - mmengine - INFO - Epoch(train) [14][3720/3757] lr: 5.000e-05 eta: 0:23:20 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.8771 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9891 loss: 0.9891 2022/06/14 23:46:06 - mmengine - INFO - Epoch(train) [14][3740/3757] lr: 5.000e-05 eta: 0:23:13 time: 0.357 data_time: 0.005 memory: 33358 grad_norm: 4.3356 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6420 loss: 0.6420 2022/06/14 23:46:12 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:46:21 - mmengine - INFO - Epoch(val) [14][20/310] eta: 0:01:44 time: 0.120 data_time: 0.002 memory: 33358 2022/06/14 23:46:25 - mmengine - INFO - Epoch(val) [14][40/310] eta: 0:01:34 time: 0.130 data_time: 0.003 memory: 3465 2022/06/14 23:46:30 - mmengine - INFO - Epoch(val) [14][60/310] eta: 0:00:30 time: 0.130 data_time: 0.007 memory: 3465 2022/06/14 23:46:34 - mmengine - INFO - Epoch(val) [14][80/310] eta: 0:00:29 time: 0.130 data_time: 0.003 memory: 3465 2022/06/14 23:46:41 - mmengine - INFO - Epoch(val) [14][100/310] eta: 0:01:11 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 23:46:47 - mmengine - INFO - Epoch(val) [14][120/310] eta: 0:01:17 time: 0.116 data_time: 0.002 memory: 3465 2022/06/14 23:46:52 - mmengine - INFO - Epoch(val) [14][140/310] eta: 0:00:35 time: 0.125 data_time: 0.002 memory: 3465 2022/06/14 23:46:56 - mmengine - INFO - Epoch(val) [14][160/310] eta: 0:00:21 time: 0.129 data_time: 0.011 memory: 3465 2022/06/14 23:47:02 - mmengine - INFO - Epoch(val) [14][180/310] eta: 0:00:43 time: 0.127 data_time: 0.002 memory: 3465 2022/06/14 23:47:07 - mmengine - INFO - Epoch(val) [14][200/310] eta: 0:00:40 time: 0.138 data_time: 0.002 memory: 3465 2022/06/14 23:47:12 - mmengine - INFO - Epoch(val) [14][220/310] eta: 0:00:14 time: 0.127 data_time: 0.002 memory: 3465 2022/06/14 23:47:17 - mmengine - INFO - Epoch(val) [14][240/310] eta: 0:00:08 time: 0.130 data_time: 0.008 memory: 3465 2022/06/14 23:47:24 - mmengine - INFO - Epoch(val) [14][260/310] eta: 0:00:18 time: 0.117 data_time: 0.003 memory: 3465 2022/06/14 23:47:29 - mmengine - INFO - Epoch(val) [14][280/310] eta: 0:00:11 time: 0.121 data_time: 0.002 memory: 3465 2022/06/14 23:47:33 - mmengine - INFO - Epoch(val) [14][300/310] eta: 0:00:01 time: 0.116 data_time: 0.002 memory: 3465 2022/06/14 23:47:36 - mmengine - INFO - Epoch(val) [14][310/310] acc/top1: 0.7597 acc/top5: 0.9278 acc/mean1: 0.7596 2022/06/14 23:47:48 - mmengine - INFO - Epoch(train) [15][20/3757] lr: 5.000e-05 eta: 0:22:59 time: 0.371 data_time: 0.003 memory: 33358 grad_norm: 4.5006 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4656 loss: 0.4656 2022/06/14 23:47:55 - mmengine - INFO - Epoch(train) [15][40/3757] lr: 5.000e-05 eta: 0:22:52 time: 0.567 data_time: 0.003 memory: 33358 grad_norm: 3.6292 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5443 loss: 0.5443 2022/06/14 23:48:03 - mmengine - INFO - Epoch(train) [15][60/3757] lr: 5.000e-05 eta: 0:22:45 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.4176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7354 loss: 0.7354 2022/06/14 23:48:10 - mmengine - INFO - Epoch(train) [15][80/3757] lr: 5.000e-05 eta: 0:22:37 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.9027 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7787 loss: 0.7787 2022/06/14 23:48:18 - mmengine - INFO - Epoch(train) [15][100/3757] lr: 5.000e-05 eta: 0:22:30 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 4.4947 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8565 loss: 0.8565 2022/06/14 23:48:25 - mmengine - INFO - Epoch(train) [15][120/3757] lr: 5.000e-05 eta: 0:22:22 time: 0.370 data_time: 0.005 memory: 33358 grad_norm: 4.2506 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4539 loss: 0.4539 2022/06/14 23:48:32 - mmengine - INFO - Epoch(train) [15][140/3757] lr: 5.000e-05 eta: 0:22:15 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.1009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6897 loss: 0.6897 2022/06/14 23:48:40 - mmengine - INFO - Epoch(train) [15][160/3757] lr: 5.000e-05 eta: 0:22:08 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.8322 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7532 loss: 0.7532 2022/06/14 23:48:47 - mmengine - INFO - Epoch(train) [15][180/3757] lr: 5.000e-05 eta: 0:22:00 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.2911 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6470 loss: 0.6470 2022/06/14 23:48:55 - mmengine - INFO - Epoch(train) [15][200/3757] lr: 5.000e-05 eta: 0:21:53 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.5936 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6723 loss: 0.6723 2022/06/14 23:49:02 - mmengine - INFO - Epoch(train) [15][220/3757] lr: 5.000e-05 eta: 0:21:46 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.2109 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1429 loss: 1.1429 2022/06/14 23:49:09 - mmengine - INFO - Epoch(train) [15][240/3757] lr: 5.000e-05 eta: 0:21:38 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.6601 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5537 loss: 0.5537 2022/06/14 23:49:17 - mmengine - INFO - Epoch(train) [15][260/3757] lr: 5.000e-05 eta: 0:21:31 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 4.3121 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8068 loss: 0.8068 2022/06/14 23:49:24 - mmengine - INFO - Epoch(train) [15][280/3757] lr: 5.000e-05 eta: 0:21:23 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4672 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7453 loss: 0.7453 2022/06/14 23:49:31 - mmengine - INFO - Epoch(train) [15][300/3757] lr: 5.000e-05 eta: 0:21:16 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.5944 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9009 loss: 0.9009 2022/06/14 23:49:39 - mmengine - INFO - Epoch(train) [15][320/3757] lr: 5.000e-05 eta: 0:21:09 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.6416 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7453 loss: 0.7453 2022/06/14 23:49:46 - mmengine - INFO - Epoch(train) [15][340/3757] lr: 5.000e-05 eta: 0:21:01 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.8179 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6421 loss: 0.6421 2022/06/14 23:49:53 - mmengine - INFO - Epoch(train) [15][360/3757] lr: 5.000e-05 eta: 0:20:54 time: 0.372 data_time: 0.006 memory: 33358 grad_norm: 3.9586 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7808 loss: 0.7808 2022/06/14 23:50:01 - mmengine - INFO - Epoch(train) [15][380/3757] lr: 5.000e-05 eta: 0:20:46 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 3.9415 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5756 loss: 0.5756 2022/06/14 23:50:09 - mmengine - INFO - Epoch(train) [15][400/3757] lr: 5.000e-05 eta: 0:20:39 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.6380 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8031 loss: 0.8031 2022/06/14 23:50:09 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:50:16 - mmengine - INFO - Epoch(train) [15][420/3757] lr: 5.000e-05 eta: 0:20:32 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.8494 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1139 loss: 1.1139 2022/06/14 23:50:24 - mmengine - INFO - Epoch(train) [15][440/3757] lr: 5.000e-05 eta: 0:20:24 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.3890 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6286 loss: 0.6286 2022/06/14 23:50:31 - mmengine - INFO - Epoch(train) [15][460/3757] lr: 5.000e-05 eta: 0:20:17 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.3014 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8064 loss: 0.8064 2022/06/14 23:50:38 - mmengine - INFO - Epoch(train) [15][480/3757] lr: 5.000e-05 eta: 0:20:10 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 6.4481 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7664 loss: 0.7664 2022/06/14 23:50:46 - mmengine - INFO - Epoch(train) [15][500/3757] lr: 5.000e-05 eta: 0:20:02 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.1928 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7211 loss: 0.7211 2022/06/14 23:50:53 - mmengine - INFO - Epoch(train) [15][520/3757] lr: 5.000e-05 eta: 0:19:55 time: 0.370 data_time: 0.005 memory: 33358 grad_norm: 5.1714 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5321 loss: 0.5321 2022/06/14 23:51:00 - mmengine - INFO - Epoch(train) [15][540/3757] lr: 5.000e-05 eta: 0:19:47 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.0103 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1854 loss: 1.1854 2022/06/14 23:51:08 - mmengine - INFO - Epoch(train) [15][560/3757] lr: 5.000e-05 eta: 0:19:40 time: 0.367 data_time: 0.002 memory: 33358 grad_norm: 4.6828 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9879 loss: 0.9879 2022/06/14 23:51:15 - mmengine - INFO - Epoch(train) [15][580/3757] lr: 5.000e-05 eta: 0:19:33 time: 0.459 data_time: 0.005 memory: 33358 grad_norm: 3.5752 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8268 loss: 0.8268 2022/06/14 23:51:23 - mmengine - INFO - Epoch(train) [15][600/3757] lr: 5.000e-05 eta: 0:19:25 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.2396 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8458 loss: 0.8458 2022/06/14 23:51:30 - mmengine - INFO - Epoch(train) [15][620/3757] lr: 5.000e-05 eta: 0:19:18 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3836 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7384 loss: 0.7384 2022/06/14 23:51:38 - mmengine - INFO - Epoch(train) [15][640/3757] lr: 5.000e-05 eta: 0:19:10 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.0222 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7802 loss: 0.7802 2022/06/14 23:51:45 - mmengine - INFO - Epoch(train) [15][660/3757] lr: 5.000e-05 eta: 0:19:03 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.0782 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7141 loss: 0.7141 2022/06/14 23:51:52 - mmengine - INFO - Epoch(train) [15][680/3757] lr: 5.000e-05 eta: 0:18:56 time: 0.363 data_time: 0.015 memory: 33358 grad_norm: 4.6518 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5012 loss: 0.5012 2022/06/14 23:52:00 - mmengine - INFO - Epoch(train) [15][700/3757] lr: 5.000e-05 eta: 0:18:48 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.5156 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7266 loss: 0.7266 2022/06/14 23:52:07 - mmengine - INFO - Epoch(train) [15][720/3757] lr: 5.000e-05 eta: 0:18:41 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5527 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6147 loss: 0.6147 2022/06/14 23:52:14 - mmengine - INFO - Epoch(train) [15][740/3757] lr: 5.000e-05 eta: 0:18:34 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.6446 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7227 loss: 0.7227 2022/06/14 23:52:22 - mmengine - INFO - Epoch(train) [15][760/3757] lr: 5.000e-05 eta: 0:18:26 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3771 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6140 loss: 0.6140 2022/06/14 23:52:29 - mmengine - INFO - Epoch(train) [15][780/3757] lr: 5.000e-05 eta: 0:18:19 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6835 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4778 loss: 0.4778 2022/06/14 23:52:37 - mmengine - INFO - Epoch(train) [15][800/3757] lr: 5.000e-05 eta: 0:18:11 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 5.1840 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6305 loss: 0.6305 2022/06/14 23:52:44 - mmengine - INFO - Epoch(train) [15][820/3757] lr: 5.000e-05 eta: 0:18:04 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.1580 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7505 loss: 0.7505 2022/06/14 23:52:52 - mmengine - INFO - Epoch(train) [15][840/3757] lr: 5.000e-05 eta: 0:17:57 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.1644 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 0.5657 loss: 0.5657 2022/06/14 23:52:59 - mmengine - INFO - Epoch(train) [15][860/3757] lr: 5.000e-05 eta: 0:17:49 time: 0.371 data_time: 0.002 memory: 33358 grad_norm: 4.1708 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.5313 loss: 0.5313 2022/06/14 23:53:06 - mmengine - INFO - Epoch(train) [15][880/3757] lr: 5.000e-05 eta: 0:17:42 time: 0.383 data_time: 0.002 memory: 33358 grad_norm: 4.3323 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6881 loss: 0.6881 2022/06/14 23:53:14 - mmengine - INFO - Epoch(train) [15][900/3757] lr: 5.000e-05 eta: 0:17:34 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.9908 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5638 loss: 0.5638 2022/06/14 23:53:21 - mmengine - INFO - Epoch(train) [15][920/3757] lr: 5.000e-05 eta: 0:17:27 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.1203 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5501 loss: 0.5501 2022/06/14 23:53:28 - mmengine - INFO - Epoch(train) [15][940/3757] lr: 5.000e-05 eta: 0:17:20 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 5.3179 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5889 loss: 0.5889 2022/06/14 23:53:36 - mmengine - INFO - Epoch(train) [15][960/3757] lr: 5.000e-05 eta: 0:17:12 time: 0.494 data_time: 0.006 memory: 33358 grad_norm: 4.3502 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7589 loss: 0.7589 2022/06/14 23:53:43 - mmengine - INFO - Epoch(train) [15][980/3757] lr: 5.000e-05 eta: 0:17:05 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.6518 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6357 loss: 0.6357 2022/06/14 23:53:50 - mmengine - INFO - Epoch(train) [15][1000/3757] lr: 5.000e-05 eta: 0:16:58 time: 0.362 data_time: 0.007 memory: 33358 grad_norm: 4.7254 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6124 loss: 0.6124 2022/06/14 23:53:58 - mmengine - INFO - Epoch(train) [15][1020/3757] lr: 5.000e-05 eta: 0:16:50 time: 0.364 data_time: 0.008 memory: 33358 grad_norm: 5.7700 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8293 loss: 0.8293 2022/06/14 23:54:05 - mmengine - INFO - Epoch(train) [15][1040/3757] lr: 5.000e-05 eta: 0:16:43 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.2796 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6738 loss: 0.6738 2022/06/14 23:54:13 - mmengine - INFO - Epoch(train) [15][1060/3757] lr: 5.000e-05 eta: 0:16:35 time: 0.366 data_time: 0.007 memory: 33358 grad_norm: 4.7212 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8013 loss: 0.8013 2022/06/14 23:54:20 - mmengine - INFO - Epoch(train) [15][1080/3757] lr: 5.000e-05 eta: 0:16:28 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.2902 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0010 loss: 1.0010 2022/06/14 23:54:28 - mmengine - INFO - Epoch(train) [15][1100/3757] lr: 5.000e-05 eta: 0:16:21 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.2716 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9140 loss: 0.9140 2022/06/14 23:54:35 - mmengine - INFO - Epoch(train) [15][1120/3757] lr: 5.000e-05 eta: 0:16:13 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.0281 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9463 loss: 0.9463 2022/06/14 23:54:42 - mmengine - INFO - Epoch(train) [15][1140/3757] lr: 5.000e-05 eta: 0:16:06 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 3.5226 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9179 loss: 0.9179 2022/06/14 23:54:50 - mmengine - INFO - Epoch(train) [15][1160/3757] lr: 5.000e-05 eta: 0:15:58 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.4726 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7362 loss: 0.7362 2022/06/14 23:54:57 - mmengine - INFO - Epoch(train) [15][1180/3757] lr: 5.000e-05 eta: 0:15:51 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.9498 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5692 loss: 0.5692 2022/06/14 23:55:05 - mmengine - INFO - Epoch(train) [15][1200/3757] lr: 5.000e-05 eta: 0:15:44 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.4482 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7299 loss: 0.7299 2022/06/14 23:55:12 - mmengine - INFO - Epoch(train) [15][1220/3757] lr: 5.000e-05 eta: 0:15:36 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.4642 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6876 loss: 0.6876 2022/06/14 23:55:19 - mmengine - INFO - Epoch(train) [15][1240/3757] lr: 5.000e-05 eta: 0:15:29 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.4669 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0233 loss: 1.0233 2022/06/14 23:55:27 - mmengine - INFO - Epoch(train) [15][1260/3757] lr: 5.000e-05 eta: 0:15:22 time: 0.367 data_time: 0.024 memory: 33358 grad_norm: 4.0446 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9048 loss: 0.9048 2022/06/14 23:55:34 - mmengine - INFO - Epoch(train) [15][1280/3757] lr: 5.000e-05 eta: 0:15:14 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.2256 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9634 loss: 0.9634 2022/06/14 23:55:42 - mmengine - INFO - Epoch(train) [15][1300/3757] lr: 5.000e-05 eta: 0:15:07 time: 0.362 data_time: 0.028 memory: 33358 grad_norm: 5.3513 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7396 loss: 0.7396 2022/06/14 23:55:49 - mmengine - INFO - Epoch(train) [15][1320/3757] lr: 5.000e-05 eta: 0:14:59 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.8936 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6417 loss: 0.6417 2022/06/14 23:55:57 - mmengine - INFO - Epoch(train) [15][1340/3757] lr: 5.000e-05 eta: 0:14:52 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.4857 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5419 loss: 0.5419 2022/06/14 23:56:04 - mmengine - INFO - Epoch(train) [15][1360/3757] lr: 5.000e-05 eta: 0:14:45 time: 0.375 data_time: 0.005 memory: 33358 grad_norm: 4.2512 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6494 loss: 0.6494 2022/06/14 23:56:11 - mmengine - INFO - Epoch(train) [15][1380/3757] lr: 5.000e-05 eta: 0:14:37 time: 0.359 data_time: 0.006 memory: 33358 grad_norm: 5.3953 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6035 loss: 0.6035 2022/06/14 23:56:19 - mmengine - INFO - Epoch(train) [15][1400/3757] lr: 5.000e-05 eta: 0:14:30 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 5.0539 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5818 loss: 0.5818 2022/06/14 23:56:20 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/14 23:56:26 - mmengine - INFO - Epoch(train) [15][1420/3757] lr: 5.000e-05 eta: 0:14:22 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.0987 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8835 loss: 0.8835 2022/06/14 23:56:34 - mmengine - INFO - Epoch(train) [15][1440/3757] lr: 5.000e-05 eta: 0:14:15 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 5.1779 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8440 loss: 0.8440 2022/06/14 23:56:41 - mmengine - INFO - Epoch(train) [15][1460/3757] lr: 5.000e-05 eta: 0:14:08 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 5.5920 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5711 loss: 0.5711 2022/06/14 23:56:49 - mmengine - INFO - Epoch(train) [15][1480/3757] lr: 5.000e-05 eta: 0:14:00 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.9659 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7385 loss: 0.7385 2022/06/14 23:56:56 - mmengine - INFO - Epoch(train) [15][1500/3757] lr: 5.000e-05 eta: 0:13:53 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.0050 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7424 loss: 0.7424 2022/06/14 23:57:03 - mmengine - INFO - Epoch(train) [15][1520/3757] lr: 5.000e-05 eta: 0:13:46 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.5167 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8019 loss: 0.8019 2022/06/14 23:57:11 - mmengine - INFO - Epoch(train) [15][1540/3757] lr: 5.000e-05 eta: 0:13:38 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5756 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7550 loss: 0.7550 2022/06/14 23:57:18 - mmengine - INFO - Epoch(train) [15][1560/3757] lr: 5.000e-05 eta: 0:13:31 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.8554 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6344 loss: 0.6344 2022/06/14 23:57:26 - mmengine - INFO - Epoch(train) [15][1580/3757] lr: 5.000e-05 eta: 0:13:23 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 5.3819 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6572 loss: 0.6572 2022/06/14 23:57:33 - mmengine - INFO - Epoch(train) [15][1600/3757] lr: 5.000e-05 eta: 0:13:16 time: 0.364 data_time: 0.002 memory: 33358 grad_norm: 5.3121 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6291 loss: 0.6291 2022/06/14 23:57:40 - mmengine - INFO - Epoch(train) [15][1620/3757] lr: 5.000e-05 eta: 0:13:09 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.7742 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8192 loss: 0.8192 2022/06/14 23:57:48 - mmengine - INFO - Epoch(train) [15][1640/3757] lr: 5.000e-05 eta: 0:13:01 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.6272 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7495 loss: 0.7495 2022/06/14 23:57:55 - mmengine - INFO - Epoch(train) [15][1660/3757] lr: 5.000e-05 eta: 0:12:54 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 3.9546 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7644 loss: 0.7644 2022/06/14 23:58:03 - mmengine - INFO - Epoch(train) [15][1680/3757] lr: 5.000e-05 eta: 0:12:46 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 3.6116 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4912 loss: 0.4912 2022/06/14 23:58:10 - mmengine - INFO - Epoch(train) [15][1700/3757] lr: 5.000e-05 eta: 0:12:39 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.6794 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5134 loss: 0.5134 2022/06/14 23:58:17 - mmengine - INFO - Epoch(train) [15][1720/3757] lr: 5.000e-05 eta: 0:12:32 time: 0.367 data_time: 0.007 memory: 33358 grad_norm: 4.3963 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6729 loss: 0.6729 2022/06/14 23:58:25 - mmengine - INFO - Epoch(train) [15][1740/3757] lr: 5.000e-05 eta: 0:12:24 time: 0.361 data_time: 0.002 memory: 33358 grad_norm: 4.0899 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5613 loss: 0.5613 2022/06/14 23:58:32 - mmengine - INFO - Epoch(train) [15][1760/3757] lr: 5.000e-05 eta: 0:12:17 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 3.2703 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6537 loss: 0.6537 2022/06/14 23:58:39 - mmengine - INFO - Epoch(train) [15][1780/3757] lr: 5.000e-05 eta: 0:12:10 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.0688 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6815 loss: 0.6815 2022/06/14 23:58:47 - mmengine - INFO - Epoch(train) [15][1800/3757] lr: 5.000e-05 eta: 0:12:02 time: 0.370 data_time: 0.008 memory: 33358 grad_norm: 4.5697 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5339 loss: 0.5339 2022/06/14 23:58:54 - mmengine - INFO - Epoch(train) [15][1820/3757] lr: 5.000e-05 eta: 0:11:55 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.3305 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6526 loss: 0.6526 2022/06/14 23:59:01 - mmengine - INFO - Epoch(train) [15][1840/3757] lr: 5.000e-05 eta: 0:11:47 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.8427 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5456 loss: 0.5456 2022/06/14 23:59:09 - mmengine - INFO - Epoch(train) [15][1860/3757] lr: 5.000e-05 eta: 0:11:40 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.0685 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4933 loss: 0.4933 2022/06/14 23:59:16 - mmengine - INFO - Epoch(train) [15][1880/3757] lr: 5.000e-05 eta: 0:11:33 time: 0.470 data_time: 0.006 memory: 33358 grad_norm: 4.5536 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5961 loss: 0.5961 2022/06/14 23:59:24 - mmengine - INFO - Epoch(train) [15][1900/3757] lr: 5.000e-05 eta: 0:11:25 time: 0.366 data_time: 0.013 memory: 33358 grad_norm: 4.0466 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5431 loss: 0.5431 2022/06/14 23:59:31 - mmengine - INFO - Epoch(train) [15][1920/3757] lr: 5.000e-05 eta: 0:11:18 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 3.4879 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6511 loss: 0.6511 2022/06/14 23:59:38 - mmengine - INFO - Epoch(train) [15][1940/3757] lr: 5.000e-05 eta: 0:11:10 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 5.2742 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5206 loss: 0.5206 2022/06/14 23:59:46 - mmengine - INFO - Epoch(train) [15][1960/3757] lr: 5.000e-05 eta: 0:11:03 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9236 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1269 loss: 1.1269 2022/06/14 23:59:53 - mmengine - INFO - Epoch(train) [15][1980/3757] lr: 5.000e-05 eta: 0:10:56 time: 0.365 data_time: 0.007 memory: 33358 grad_norm: 3.9070 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5317 loss: 0.5317 2022/06/15 00:00:00 - mmengine - INFO - Epoch(train) [15][2000/3757] lr: 5.000e-05 eta: 0:10:48 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.1386 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6474 loss: 0.6474 2022/06/15 00:00:10 - mmengine - INFO - Epoch(train) [15][2020/3757] lr: 5.000e-05 eta: 0:10:41 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.7080 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6603 loss: 0.6603 2022/06/15 00:00:17 - mmengine - INFO - Epoch(train) [15][2040/3757] lr: 5.000e-05 eta: 0:10:34 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 3.6881 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8206 loss: 0.8206 2022/06/15 00:00:25 - mmengine - INFO - Epoch(train) [15][2060/3757] lr: 5.000e-05 eta: 0:10:26 time: 0.369 data_time: 0.005 memory: 33358 grad_norm: 3.7254 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6915 loss: 0.6915 2022/06/15 00:00:32 - mmengine - INFO - Epoch(train) [15][2080/3757] lr: 5.000e-05 eta: 0:10:19 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 4.8452 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5644 loss: 0.5644 2022/06/15 00:00:39 - mmengine - INFO - Epoch(train) [15][2100/3757] lr: 5.000e-05 eta: 0:10:11 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.4844 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5922 loss: 0.5922 2022/06/15 00:00:47 - mmengine - INFO - Epoch(train) [15][2120/3757] lr: 5.000e-05 eta: 0:10:04 time: 0.369 data_time: 0.004 memory: 33358 grad_norm: 5.9179 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6388 loss: 0.6388 2022/06/15 00:00:54 - mmengine - INFO - Epoch(train) [15][2140/3757] lr: 5.000e-05 eta: 0:09:57 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.8716 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7037 loss: 0.7037 2022/06/15 00:01:01 - mmengine - INFO - Epoch(train) [15][2160/3757] lr: 5.000e-05 eta: 0:09:49 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 5.0402 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8219 loss: 0.8219 2022/06/15 00:01:09 - mmengine - INFO - Epoch(train) [15][2180/3757] lr: 5.000e-05 eta: 0:09:42 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.6700 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5272 loss: 0.5272 2022/06/15 00:01:16 - mmengine - INFO - Epoch(train) [15][2200/3757] lr: 5.000e-05 eta: 0:09:35 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.3509 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7855 loss: 0.7855 2022/06/15 00:01:23 - mmengine - INFO - Epoch(train) [15][2220/3757] lr: 5.000e-05 eta: 0:09:27 time: 0.373 data_time: 0.005 memory: 33358 grad_norm: 4.8885 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8527 loss: 0.8527 2022/06/15 00:01:31 - mmengine - INFO - Epoch(train) [15][2240/3757] lr: 5.000e-05 eta: 0:09:20 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 3.7890 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7293 loss: 0.7293 2022/06/15 00:01:38 - mmengine - INFO - Epoch(train) [15][2260/3757] lr: 5.000e-05 eta: 0:09:12 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.5691 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5666 loss: 0.5666 2022/06/15 00:01:46 - mmengine - INFO - Epoch(train) [15][2280/3757] lr: 5.000e-05 eta: 0:09:05 time: 0.362 data_time: 0.008 memory: 33358 grad_norm: 4.9885 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0215 loss: 1.0215 2022/06/15 00:01:53 - mmengine - INFO - Epoch(train) [15][2300/3757] lr: 5.000e-05 eta: 0:08:58 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.7782 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6396 loss: 0.6396 2022/06/15 00:02:01 - mmengine - INFO - Epoch(train) [15][2320/3757] lr: 5.000e-05 eta: 0:08:50 time: 0.364 data_time: 0.007 memory: 33358 grad_norm: 3.8098 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8703 loss: 0.8703 2022/06/15 00:02:08 - mmengine - INFO - Epoch(train) [15][2340/3757] lr: 5.000e-05 eta: 0:08:43 time: 0.368 data_time: 0.009 memory: 33358 grad_norm: 4.5247 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6231 loss: 0.6231 2022/06/15 00:02:15 - mmengine - INFO - Epoch(train) [15][2360/3757] lr: 5.000e-05 eta: 0:08:35 time: 0.361 data_time: 0.005 memory: 33358 grad_norm: 5.5699 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7056 loss: 0.7056 2022/06/15 00:02:23 - mmengine - INFO - Epoch(train) [15][2380/3757] lr: 5.000e-05 eta: 0:08:28 time: 0.367 data_time: 0.025 memory: 33358 grad_norm: 5.2635 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6461 loss: 0.6461 2022/06/15 00:02:30 - mmengine - INFO - Epoch(train) [15][2400/3757] lr: 5.000e-05 eta: 0:08:21 time: 0.368 data_time: 0.007 memory: 33358 grad_norm: 4.9038 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7557 loss: 0.7557 2022/06/15 00:02:31 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/15 00:02:38 - mmengine - INFO - Epoch(train) [15][2420/3757] lr: 5.000e-05 eta: 0:08:13 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 5.4037 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7756 loss: 0.7756 2022/06/15 00:02:45 - mmengine - INFO - Epoch(train) [15][2440/3757] lr: 5.000e-05 eta: 0:08:06 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 4.2807 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6051 loss: 0.6051 2022/06/15 00:02:52 - mmengine - INFO - Epoch(train) [15][2460/3757] lr: 5.000e-05 eta: 0:07:58 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 5.1918 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5800 loss: 0.5800 2022/06/15 00:03:00 - mmengine - INFO - Epoch(train) [15][2480/3757] lr: 5.000e-05 eta: 0:07:51 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.2717 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6342 loss: 0.6342 2022/06/15 00:03:07 - mmengine - INFO - Epoch(train) [15][2500/3757] lr: 5.000e-05 eta: 0:07:44 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.3447 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8327 loss: 0.8327 2022/06/15 00:03:15 - mmengine - INFO - Epoch(train) [15][2520/3757] lr: 5.000e-05 eta: 0:07:36 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 3.7943 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7299 loss: 0.7299 2022/06/15 00:03:22 - mmengine - INFO - Epoch(train) [15][2540/3757] lr: 5.000e-05 eta: 0:07:29 time: 0.362 data_time: 0.005 memory: 33358 grad_norm: 4.5925 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5140 loss: 0.5140 2022/06/15 00:03:30 - mmengine - INFO - Epoch(train) [15][2560/3757] lr: 5.000e-05 eta: 0:07:22 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8366 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6135 loss: 0.6135 2022/06/15 00:03:37 - mmengine - INFO - Epoch(train) [15][2580/3757] lr: 5.000e-05 eta: 0:07:14 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 4.4848 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6916 loss: 0.6916 2022/06/15 00:03:44 - mmengine - INFO - Epoch(train) [15][2600/3757] lr: 5.000e-05 eta: 0:07:07 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.9544 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6912 loss: 0.6912 2022/06/15 00:03:52 - mmengine - INFO - Epoch(train) [15][2620/3757] lr: 5.000e-05 eta: 0:06:59 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.8287 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7210 loss: 0.7210 2022/06/15 00:03:59 - mmengine - INFO - Epoch(train) [15][2640/3757] lr: 5.000e-05 eta: 0:06:52 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.8883 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6164 loss: 0.6164 2022/06/15 00:04:06 - mmengine - INFO - Epoch(train) [15][2660/3757] lr: 5.000e-05 eta: 0:06:45 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.9078 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7118 loss: 0.7118 2022/06/15 00:04:14 - mmengine - INFO - Epoch(train) [15][2680/3757] lr: 5.000e-05 eta: 0:06:37 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.5164 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5742 loss: 0.5742 2022/06/15 00:04:21 - mmengine - INFO - Epoch(train) [15][2700/3757] lr: 5.000e-05 eta: 0:06:30 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 3.7345 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8146 loss: 0.8146 2022/06/15 00:04:28 - mmengine - INFO - Epoch(train) [15][2720/3757] lr: 5.000e-05 eta: 0:06:22 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 6.1845 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5620 loss: 0.5620 2022/06/15 00:04:36 - mmengine - INFO - Epoch(train) [15][2740/3757] lr: 5.000e-05 eta: 0:06:15 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.6486 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5861 loss: 0.5861 2022/06/15 00:04:43 - mmengine - INFO - Epoch(train) [15][2760/3757] lr: 5.000e-05 eta: 0:06:08 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 5.2298 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9180 loss: 0.9180 2022/06/15 00:04:50 - mmengine - INFO - Epoch(train) [15][2780/3757] lr: 5.000e-05 eta: 0:06:00 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.1647 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5813 loss: 0.5813 2022/06/15 00:04:58 - mmengine - INFO - Epoch(train) [15][2800/3757] lr: 5.000e-05 eta: 0:05:53 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.2939 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8496 loss: 0.8496 2022/06/15 00:05:05 - mmengine - INFO - Epoch(train) [15][2820/3757] lr: 5.000e-05 eta: 0:05:46 time: 0.372 data_time: 0.006 memory: 33358 grad_norm: 4.0876 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6799 loss: 0.6799 2022/06/15 00:05:13 - mmengine - INFO - Epoch(train) [15][2840/3757] lr: 5.000e-05 eta: 0:05:38 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 3.2221 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.5566 loss: 0.5566 2022/06/15 00:05:20 - mmengine - INFO - Epoch(train) [15][2860/3757] lr: 5.000e-05 eta: 0:05:31 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.5179 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7426 loss: 0.7426 2022/06/15 00:05:28 - mmengine - INFO - Epoch(train) [15][2880/3757] lr: 5.000e-05 eta: 0:05:23 time: 0.363 data_time: 0.023 memory: 33358 grad_norm: 4.6107 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9458 loss: 0.9458 2022/06/15 00:05:35 - mmengine - INFO - Epoch(train) [15][2900/3757] lr: 5.000e-05 eta: 0:05:16 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 6.9959 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8055 loss: 0.8055 2022/06/15 00:05:42 - mmengine - INFO - Epoch(train) [15][2920/3757] lr: 5.000e-05 eta: 0:05:09 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.5861 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5359 loss: 0.5359 2022/06/15 00:05:50 - mmengine - INFO - Epoch(train) [15][2940/3757] lr: 5.000e-05 eta: 0:05:01 time: 0.370 data_time: 0.006 memory: 33358 grad_norm: 4.5154 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4595 loss: 0.4595 2022/06/15 00:05:57 - mmengine - INFO - Epoch(train) [15][2960/3757] lr: 5.000e-05 eta: 0:04:54 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 3.8851 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7004 loss: 0.7004 2022/06/15 00:06:05 - mmengine - INFO - Epoch(train) [15][2980/3757] lr: 5.000e-05 eta: 0:04:46 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 4.7758 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7596 loss: 0.7596 2022/06/15 00:06:12 - mmengine - INFO - Epoch(train) [15][3000/3757] lr: 5.000e-05 eta: 0:04:39 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.4540 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8031 loss: 0.8031 2022/06/15 00:06:20 - mmengine - INFO - Epoch(train) [15][3020/3757] lr: 5.000e-05 eta: 0:04:32 time: 0.368 data_time: 0.008 memory: 33358 grad_norm: 5.9329 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7051 loss: 0.7051 2022/06/15 00:06:27 - mmengine - INFO - Epoch(train) [15][3040/3757] lr: 5.000e-05 eta: 0:04:24 time: 0.375 data_time: 0.011 memory: 33358 grad_norm: 5.7391 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6284 loss: 0.6284 2022/06/15 00:06:34 - mmengine - INFO - Epoch(train) [15][3060/3757] lr: 5.000e-05 eta: 0:04:17 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.1384 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6104 loss: 0.6104 2022/06/15 00:06:42 - mmengine - INFO - Epoch(train) [15][3080/3757] lr: 5.000e-05 eta: 0:04:10 time: 0.362 data_time: 0.006 memory: 33358 grad_norm: 4.2420 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7006 loss: 0.7006 2022/06/15 00:06:49 - mmengine - INFO - Epoch(train) [15][3100/3757] lr: 5.000e-05 eta: 0:04:02 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 5.4620 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8018 loss: 0.8018 2022/06/15 00:06:56 - mmengine - INFO - Epoch(train) [15][3120/3757] lr: 5.000e-05 eta: 0:03:55 time: 0.374 data_time: 0.005 memory: 33358 grad_norm: 3.6836 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7150 loss: 0.7150 2022/06/15 00:07:04 - mmengine - INFO - Epoch(train) [15][3140/3757] lr: 5.000e-05 eta: 0:03:47 time: 0.363 data_time: 0.002 memory: 33358 grad_norm: 6.2707 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9370 loss: 0.9370 2022/06/15 00:07:11 - mmengine - INFO - Epoch(train) [15][3160/3757] lr: 5.000e-05 eta: 0:03:40 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 5.2151 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9410 loss: 0.9410 2022/06/15 00:07:19 - mmengine - INFO - Epoch(train) [15][3180/3757] lr: 5.000e-05 eta: 0:03:33 time: 0.369 data_time: 0.006 memory: 33358 grad_norm: 3.8411 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6562 loss: 0.6562 2022/06/15 00:07:26 - mmengine - INFO - Epoch(train) [15][3200/3757] lr: 5.000e-05 eta: 0:03:25 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.6823 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7327 loss: 0.7327 2022/06/15 00:07:33 - mmengine - INFO - Epoch(train) [15][3220/3757] lr: 5.000e-05 eta: 0:03:18 time: 0.364 data_time: 0.006 memory: 33358 grad_norm: 4.7750 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6276 loss: 0.6276 2022/06/15 00:07:41 - mmengine - INFO - Epoch(train) [15][3240/3757] lr: 5.000e-05 eta: 0:03:10 time: 0.359 data_time: 0.005 memory: 33358 grad_norm: 4.4852 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6519 loss: 0.6519 2022/06/15 00:07:48 - mmengine - INFO - Epoch(train) [15][3260/3757] lr: 5.000e-05 eta: 0:03:03 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 5.0181 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1385 loss: 1.1385 2022/06/15 00:07:55 - mmengine - INFO - Epoch(train) [15][3280/3757] lr: 5.000e-05 eta: 0:02:56 time: 0.368 data_time: 0.006 memory: 33358 grad_norm: 3.3967 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6642 loss: 0.6642 2022/06/15 00:08:03 - mmengine - INFO - Epoch(train) [15][3300/3757] lr: 5.000e-05 eta: 0:02:48 time: 0.366 data_time: 0.005 memory: 33358 grad_norm: 4.3363 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3674 loss: 0.3674 2022/06/15 00:08:10 - mmengine - INFO - Epoch(train) [15][3320/3757] lr: 5.000e-05 eta: 0:02:41 time: 0.366 data_time: 0.002 memory: 33358 grad_norm: 5.6106 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8633 loss: 0.8633 2022/06/15 00:08:18 - mmengine - INFO - Epoch(train) [15][3340/3757] lr: 5.000e-05 eta: 0:02:34 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.0587 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4656 loss: 0.4656 2022/06/15 00:08:25 - mmengine - INFO - Epoch(train) [15][3360/3757] lr: 5.000e-05 eta: 0:02:26 time: 0.367 data_time: 0.005 memory: 33358 grad_norm: 4.6806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6521 loss: 0.6521 2022/06/15 00:08:33 - mmengine - INFO - Epoch(train) [15][3380/3757] lr: 5.000e-05 eta: 0:02:19 time: 0.366 data_time: 0.006 memory: 33358 grad_norm: 4.0070 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5179 loss: 0.5179 2022/06/15 00:08:40 - mmengine - INFO - Epoch(train) [15][3400/3757] lr: 5.000e-05 eta: 0:02:11 time: 0.365 data_time: 0.002 memory: 33358 grad_norm: 4.6586 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4804 loss: 0.4804 2022/06/15 00:08:41 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/15 00:08:48 - mmengine - INFO - Epoch(train) [15][3420/3757] lr: 5.000e-05 eta: 0:02:04 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 4.3382 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6051 loss: 0.6051 2022/06/15 00:08:55 - mmengine - INFO - Epoch(train) [15][3440/3757] lr: 5.000e-05 eta: 0:01:57 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 4.9738 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9303 loss: 0.9303 2022/06/15 00:09:02 - mmengine - INFO - Epoch(train) [15][3460/3757] lr: 5.000e-05 eta: 0:01:49 time: 0.367 data_time: 0.009 memory: 33358 grad_norm: 4.4039 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5632 loss: 0.5632 2022/06/15 00:09:10 - mmengine - INFO - Epoch(train) [15][3480/3757] lr: 5.000e-05 eta: 0:01:42 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.4424 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7594 loss: 0.7594 2022/06/15 00:09:17 - mmengine - INFO - Epoch(train) [15][3500/3757] lr: 5.000e-05 eta: 0:01:34 time: 0.368 data_time: 0.009 memory: 33358 grad_norm: 5.3332 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6378 loss: 0.6378 2022/06/15 00:09:25 - mmengine - INFO - Epoch(train) [15][3520/3757] lr: 5.000e-05 eta: 0:01:27 time: 0.363 data_time: 0.005 memory: 33358 grad_norm: 4.4884 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8177 loss: 0.8177 2022/06/15 00:09:32 - mmengine - INFO - Epoch(train) [15][3540/3757] lr: 5.000e-05 eta: 0:01:20 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.8509 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8150 loss: 0.8150 2022/06/15 00:09:39 - mmengine - INFO - Epoch(train) [15][3560/3757] lr: 5.000e-05 eta: 0:01:12 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 3.9248 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6470 loss: 0.6470 2022/06/15 00:09:47 - mmengine - INFO - Epoch(train) [15][3580/3757] lr: 5.000e-05 eta: 0:01:05 time: 0.365 data_time: 0.005 memory: 33358 grad_norm: 5.2347 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7104 loss: 0.7104 2022/06/15 00:09:54 - mmengine - INFO - Epoch(train) [15][3600/3757] lr: 5.000e-05 eta: 0:00:57 time: 0.363 data_time: 0.006 memory: 33358 grad_norm: 4.9183 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6214 loss: 0.6214 2022/06/15 00:10:01 - mmengine - INFO - Epoch(train) [15][3620/3757] lr: 5.000e-05 eta: 0:00:50 time: 0.371 data_time: 0.006 memory: 33358 grad_norm: 4.0380 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6714 loss: 0.6714 2022/06/15 00:10:09 - mmengine - INFO - Epoch(train) [15][3640/3757] lr: 5.000e-05 eta: 0:00:43 time: 0.367 data_time: 0.006 memory: 33358 grad_norm: 4.3258 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6644 loss: 0.6644 2022/06/15 00:10:16 - mmengine - INFO - Epoch(train) [15][3660/3757] lr: 5.000e-05 eta: 0:00:35 time: 0.364 data_time: 0.005 memory: 33358 grad_norm: 4.8570 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6248 loss: 0.6248 2022/06/15 00:10:23 - mmengine - INFO - Epoch(train) [15][3680/3757] lr: 5.000e-05 eta: 0:00:28 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.3834 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6341 loss: 0.6341 2022/06/15 00:10:31 - mmengine - INFO - Epoch(train) [15][3700/3757] lr: 5.000e-05 eta: 0:00:21 time: 0.368 data_time: 0.005 memory: 33358 grad_norm: 3.0889 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4310 loss: 0.4310 2022/06/15 00:10:38 - mmengine - INFO - Epoch(train) [15][3720/3757] lr: 5.000e-05 eta: 0:00:13 time: 0.365 data_time: 0.006 memory: 33358 grad_norm: 4.7671 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7382 loss: 0.7382 2022/06/15 00:10:45 - mmengine - INFO - Epoch(train) [15][3740/3757] lr: 5.000e-05 eta: 0:00:06 time: 0.355 data_time: 0.005 memory: 33358 grad_norm: 4.0226 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6950 loss: 0.6950 2022/06/15 00:10:52 - mmengine - INFO - Exp name: timesformer_jointST_8x32x1_15e_kinetics400_rgb_20220614_180320 2022/06/15 00:10:52 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/06/15 00:11:05 - mmengine - INFO - Epoch(val) [15][20/310] eta: 0:01:37 time: 0.137 data_time: 0.010 memory: 33358 2022/06/15 00:11:10 - mmengine - INFO - Epoch(val) [15][40/310] eta: 0:01:33 time: 0.131 data_time: 0.015 memory: 3465 2022/06/15 00:11:15 - mmengine - INFO - Epoch(val) [15][60/310] eta: 0:00:31 time: 0.117 data_time: 0.003 memory: 3465 2022/06/15 00:11:19 - mmengine - INFO - Epoch(val) [15][80/310] eta: 0:00:28 time: 0.118 data_time: 0.002 memory: 3465 2022/06/15 00:11:27 - mmengine - INFO - Epoch(val) [15][100/310] eta: 0:01:15 time: 0.121 data_time: 0.002 memory: 3465 2022/06/15 00:11:32 - mmengine - INFO - Epoch(val) [15][120/310] eta: 0:01:10 time: 0.114 data_time: 0.002 memory: 3465 2022/06/15 00:11:36 - mmengine - INFO - Epoch(val) [15][140/310] eta: 0:00:19 time: 0.115 data_time: 0.002 memory: 3465 2022/06/15 00:11:41 - mmengine - INFO - Epoch(val) [15][160/310] eta: 0:00:17 time: 0.117 data_time: 0.001 memory: 3465 2022/06/15 00:11:48 - mmengine - INFO - Epoch(val) [15][180/310] eta: 0:00:49 time: 0.118 data_time: 0.002 memory: 3465 2022/06/15 00:11:53 - mmengine - INFO - Epoch(val) [15][200/310] eta: 0:00:39 time: 0.114 data_time: 0.001 memory: 3465 2022/06/15 00:11:58 - mmengine - INFO - Epoch(val) [15][220/310] eta: 0:00:11 time: 0.114 data_time: 0.002 memory: 3465 2022/06/15 00:12:02 - mmengine - INFO - Epoch(val) [15][240/310] eta: 0:00:08 time: 0.114 data_time: 0.002 memory: 3465 2022/06/15 00:12:09 - mmengine - INFO - Epoch(val) [15][260/310] eta: 0:00:18 time: 0.120 data_time: 0.002 memory: 3465 2022/06/15 00:12:13 - mmengine - INFO - Epoch(val) [15][280/310] eta: 0:00:06 time: 0.113 data_time: 0.002 memory: 3465 2022/06/15 00:12:15 - mmengine - INFO - Epoch(val) [15][300/310] eta: 0:00:01 time: 0.113 data_time: 0.001 memory: 3465 2022/06/15 00:12:17 - mmengine - INFO - Epoch(val) [15][310/310] acc/top1: 0.7602 acc/top5: 0.9278 acc/mean1: 0.7600