2022/06/14 11:36:20 - mmengine - INFO - load model from: https://download.openmmlab.com/mmaction/recognition/timesformer/vit_base_patch16_224.pth 2022/06/14 11:36:24 - mmengine - WARNING - The model and loaded state dict do not match exactly missing keys in source state_dict: time_embed, transformer_layers.layers.0.attentions.0.temporal_fc.weight, transformer_layers.layers.0.attentions.0.temporal_fc.bias, transformer_layers.layers.1.attentions.0.temporal_fc.weight, transformer_layers.layers.1.attentions.0.temporal_fc.bias, transformer_layers.layers.2.attentions.0.temporal_fc.weight, transformer_layers.layers.2.attentions.0.temporal_fc.bias, transformer_layers.layers.3.attentions.0.temporal_fc.weight, transformer_layers.layers.3.attentions.0.temporal_fc.bias, transformer_layers.layers.4.attentions.0.temporal_fc.weight, transformer_layers.layers.4.attentions.0.temporal_fc.bias, transformer_layers.layers.5.attentions.0.temporal_fc.weight, transformer_layers.layers.5.attentions.0.temporal_fc.bias, transformer_layers.layers.6.attentions.0.temporal_fc.weight, transformer_layers.layers.6.attentions.0.temporal_fc.bias, transformer_layers.layers.7.attentions.0.temporal_fc.weight, transformer_layers.layers.7.attentions.0.temporal_fc.bias, transformer_layers.layers.8.attentions.0.temporal_fc.weight, transformer_layers.layers.8.attentions.0.temporal_fc.bias, transformer_layers.layers.9.attentions.0.temporal_fc.weight, transformer_layers.layers.9.attentions.0.temporal_fc.bias, transformer_layers.layers.10.attentions.0.temporal_fc.weight, transformer_layers.layers.10.attentions.0.temporal_fc.bias, transformer_layers.layers.11.attentions.0.temporal_fc.weight, transformer_layers.layers.11.attentions.0.temporal_fc.bias 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.patch_embed.projection.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.patch_embed.projection.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.0.temporal_fc.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.0.temporal_fc.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.1.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.1.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.1.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.attentions.1.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.0.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - 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mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.1.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.1.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.1.ffns.0.layers.1.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.1.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.1.ffns.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.1.ffns.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.0.temporal_fc.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.0.temporal_fc.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.1.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.1.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.1.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.attentions.1.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.layers.1.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.2.ffns.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.0.temporal_fc.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.0.temporal_fc.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.1.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.1.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.1.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.attentions.1.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.layers.1.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.3.ffns.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.attentions.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.attentions.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.attentions.0.temporal_fc.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.attentions.0.temporal_fc.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.4.attentions.1.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - 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INFO - paramwise_options -- backbone.transformer_layers.layers.5.attentions.1.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.attentions.1.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.attentions.1.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.attentions.1.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.ffns.0.layers.1.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.5.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 11:36:25 - 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mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.ffns.0.layers.1.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.ffns.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.7.ffns.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.0.temporal_fc.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.0.temporal_fc.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.1.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.1.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.1.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.attentions.1.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.layers.1.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.8.ffns.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.0.temporal_fc.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.0.temporal_fc.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.1.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.1.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.1.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.attentions.1.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.layers.1.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.9.ffns.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.0.temporal_fc.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.0.temporal_fc.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.1.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.1.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.1.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.attentions.1.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.layers.1.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.10.ffns.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.0.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.0.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.0.temporal_fc.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.0.temporal_fc.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.1.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.1.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.1.attn.out_proj.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.attentions.1.attn.out_proj.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.layers.0.0.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.layers.0.0.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.layers.1.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.layers.1.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.norm.weight:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- backbone.transformer_layers.layers.11.ffns.0.norm.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- cls_head.fc_cls.bias:lr=0.005 2022/06/14 11:36:25 - mmengine - INFO - paramwise_options -- cls_head.fc_cls.bias:weight_decay=0.0001 2022/06/14 11:36:25 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/zhaowangbo/openmmlab/mmaction2_new/work_dirs/timesformer_divST_8x32x1_15e_kinetics400_rgb by HardDiskBackend. 2022/06/14 11:36:39 - mmengine - INFO - Epoch(train) [1][20/3757] lr: 5.000e-03 eta: 10:24:50 time: 0.327 data_time: 0.032 memory: 15235 grad_norm: 4.6884 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.9060 loss: 5.9060 2022/06/14 11:36:46 - mmengine - INFO - Epoch(train) [1][40/3757] lr: 5.000e-03 eta: 7:51:00 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.8567 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2958 loss: 5.2958 2022/06/14 11:36:52 - mmengine - INFO - Epoch(train) [1][60/3757] lr: 5.000e-03 eta: 6:56:05 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.0083 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7455 loss: 4.7455 2022/06/14 11:36:59 - mmengine - INFO - Epoch(train) [1][80/3757] lr: 5.000e-03 eta: 6:28:40 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.1649 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2524 loss: 4.2524 2022/06/14 11:37:05 - mmengine - INFO - Epoch(train) [1][100/3757] lr: 5.000e-03 eta: 6:12:26 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1753 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.6947 loss: 3.6947 2022/06/14 11:37:12 - mmengine - INFO - Epoch(train) [1][120/3757] lr: 5.000e-03 eta: 6:00:45 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.2271 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1447 loss: 3.1447 2022/06/14 11:37:18 - mmengine - INFO - Epoch(train) [1][140/3757] lr: 5.000e-03 eta: 5:52:30 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 6.1133 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3966 loss: 3.3966 2022/06/14 11:37:25 - mmengine - INFO - Epoch(train) [1][160/3757] lr: 5.000e-03 eta: 5:46:22 time: 0.335 data_time: 0.021 memory: 15235 grad_norm: 6.2909 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0799 loss: 3.0799 2022/06/14 11:37:31 - mmengine - INFO - Epoch(train) [1][180/3757] lr: 5.000e-03 eta: 5:41:28 time: 0.316 data_time: 0.007 memory: 15235 grad_norm: 6.7088 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8504 loss: 2.8504 2022/06/14 11:37:38 - mmengine - INFO - Epoch(train) [1][200/3757] lr: 5.000e-03 eta: 5:37:36 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.4215 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4891 loss: 2.4891 2022/06/14 11:37:44 - mmengine - INFO - Epoch(train) [1][220/3757] lr: 5.000e-03 eta: 5:34:25 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.9279 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1564 loss: 2.1564 2022/06/14 11:37:51 - mmengine - INFO - Epoch(train) [1][240/3757] lr: 5.000e-03 eta: 5:31:50 time: 0.324 data_time: 0.015 memory: 15235 grad_norm: 7.2839 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8340 loss: 2.8340 2022/06/14 11:37:57 - mmengine - INFO - Epoch(train) [1][260/3757] lr: 5.000e-03 eta: 5:29:52 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.4209 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2359 loss: 2.2359 2022/06/14 11:38:04 - mmengine - INFO - Epoch(train) [1][280/3757] lr: 5.000e-03 eta: 5:27:54 time: 0.323 data_time: 0.008 memory: 15235 grad_norm: 6.7592 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6181 loss: 2.6181 2022/06/14 11:38:10 - mmengine - INFO - Epoch(train) [1][300/3757] lr: 5.000e-03 eta: 5:26:10 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 7.0166 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1670 loss: 2.1670 2022/06/14 11:38:17 - mmengine - INFO - Epoch(train) [1][320/3757] lr: 5.000e-03 eta: 5:24:45 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 14.4583 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1315 loss: 2.1315 2022/06/14 11:38:23 - mmengine - INFO - Epoch(train) [1][340/3757] lr: 5.000e-03 eta: 5:23:20 time: 0.323 data_time: 0.008 memory: 15235 grad_norm: 6.4887 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2600 loss: 2.2600 2022/06/14 11:38:30 - mmengine - INFO - Epoch(train) [1][360/3757] lr: 5.000e-03 eta: 5:22:09 time: 0.337 data_time: 0.016 memory: 15235 grad_norm: 6.2400 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2292 loss: 2.2292 2022/06/14 11:38:36 - mmengine - INFO - Epoch(train) [1][380/3757] lr: 5.000e-03 eta: 5:21:01 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 6.8825 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6354 loss: 2.6354 2022/06/14 11:38:43 - mmengine - INFO - Epoch(train) [1][400/3757] lr: 5.000e-03 eta: 5:20:02 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.8407 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4058 loss: 2.4058 2022/06/14 11:38:49 - mmengine - INFO - Epoch(train) [1][420/3757] lr: 5.000e-03 eta: 5:19:05 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 9.0900 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1259 loss: 2.1259 2022/06/14 11:38:56 - mmengine - INFO - Epoch(train) [1][440/3757] lr: 5.000e-03 eta: 5:18:17 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 7.3155 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4723 loss: 1.4723 2022/06/14 11:39:02 - mmengine - INFO - Epoch(train) [1][460/3757] lr: 5.000e-03 eta: 5:17:29 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 7.0603 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2660 loss: 2.2660 2022/06/14 11:39:09 - mmengine - INFO - Epoch(train) [1][480/3757] lr: 5.000e-03 eta: 5:16:45 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.6972 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8198 loss: 1.8198 2022/06/14 11:39:15 - mmengine - INFO - Epoch(train) [1][500/3757] lr: 5.000e-03 eta: 5:16:04 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5636 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0368 loss: 2.0368 2022/06/14 11:39:22 - mmengine - INFO - Epoch(train) [1][520/3757] lr: 5.000e-03 eta: 5:15:26 time: 0.320 data_time: 0.002 memory: 15235 grad_norm: 6.5802 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8264 loss: 1.8264 2022/06/14 11:39:28 - mmengine - INFO - Epoch(train) [1][540/3757] lr: 5.000e-03 eta: 5:14:55 time: 0.317 data_time: 0.018 memory: 15235 grad_norm: 7.7049 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1012 loss: 2.1012 2022/06/14 11:39:35 - mmengine - INFO - Epoch(train) [1][560/3757] lr: 5.000e-03 eta: 5:14:21 time: 0.322 data_time: 0.013 memory: 15235 grad_norm: 6.9221 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5894 loss: 1.5894 2022/06/14 11:39:41 - mmengine - INFO - Epoch(train) [1][580/3757] lr: 5.000e-03 eta: 5:13:48 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 7.4953 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9786 loss: 1.9786 2022/06/14 11:39:48 - mmengine - INFO - Epoch(train) [1][600/3757] lr: 5.000e-03 eta: 5:13:19 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.8093 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7966 loss: 1.7966 2022/06/14 11:39:54 - mmengine - INFO - Epoch(train) [1][620/3757] lr: 5.000e-03 eta: 5:12:48 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 7.1748 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3423 loss: 2.3423 2022/06/14 11:40:01 - mmengine - INFO - Epoch(train) [1][640/3757] lr: 5.000e-03 eta: 5:12:25 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 7.8858 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5646 loss: 1.5646 2022/06/14 11:40:07 - mmengine - INFO - Epoch(train) [1][660/3757] lr: 5.000e-03 eta: 5:12:01 time: 0.327 data_time: 0.012 memory: 15235 grad_norm: 7.6253 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4751 loss: 1.4751 2022/06/14 11:40:14 - mmengine - INFO - Epoch(train) [1][680/3757] lr: 5.000e-03 eta: 5:11:35 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.4532 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.6944 loss: 1.6944 2022/06/14 11:40:20 - mmengine - INFO - Epoch(train) [1][700/3757] lr: 5.000e-03 eta: 5:11:11 time: 0.317 data_time: 0.018 memory: 15235 grad_norm: 12.5660 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9422 loss: 1.9422 2022/06/14 11:40:27 - mmengine - INFO - Epoch(train) [1][720/3757] lr: 5.000e-03 eta: 5:10:48 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 7.6923 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6603 loss: 1.6603 2022/06/14 11:40:33 - mmengine - INFO - Epoch(train) [1][740/3757] lr: 5.000e-03 eta: 5:10:25 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 7.0272 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6317 loss: 1.6317 2022/06/14 11:40:40 - mmengine - INFO - Epoch(train) [1][760/3757] lr: 5.000e-03 eta: 5:10:04 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.8991 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7505 loss: 1.7505 2022/06/14 11:40:46 - mmengine - INFO - Epoch(train) [1][780/3757] lr: 5.000e-03 eta: 5:09:43 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 7.2330 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7347 loss: 1.7347 2022/06/14 11:40:53 - mmengine - INFO - Epoch(train) [1][800/3757] lr: 5.000e-03 eta: 5:09:23 time: 0.320 data_time: 0.002 memory: 15235 grad_norm: 7.3105 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7776 loss: 1.7776 2022/06/14 11:40:59 - mmengine - INFO - Epoch(train) [1][820/3757] lr: 5.000e-03 eta: 5:09:04 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 7.8477 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6556 loss: 1.6556 2022/06/14 11:41:06 - mmengine - INFO - Epoch(train) [1][840/3757] lr: 5.000e-03 eta: 5:08:46 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 7.4812 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4601 loss: 1.4601 2022/06/14 11:41:12 - mmengine - INFO - Epoch(train) [1][860/3757] lr: 5.000e-03 eta: 5:08:27 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.5523 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5292 loss: 1.5292 2022/06/14 11:41:19 - mmengine - INFO - Epoch(train) [1][880/3757] lr: 5.000e-03 eta: 5:08:09 time: 0.324 data_time: 0.041 memory: 15235 grad_norm: 7.2806 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3116 loss: 1.3116 2022/06/14 11:41:25 - mmengine - INFO - Epoch(train) [1][900/3757] lr: 5.000e-03 eta: 5:07:53 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 6.5946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0250 loss: 2.0250 2022/06/14 11:41:32 - mmengine - INFO - Epoch(train) [1][920/3757] lr: 5.000e-03 eta: 5:07:38 time: 0.317 data_time: 0.014 memory: 15235 grad_norm: 6.3831 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8939 loss: 1.8939 2022/06/14 11:41:38 - mmengine - INFO - Epoch(train) [1][940/3757] lr: 5.000e-03 eta: 5:07:21 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.9706 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5095 loss: 1.5095 2022/06/14 11:41:45 - mmengine - INFO - Epoch(train) [1][960/3757] lr: 5.000e-03 eta: 5:07:05 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.2980 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1843 loss: 2.1843 2022/06/14 11:41:51 - mmengine - INFO - Epoch(train) [1][980/3757] lr: 5.000e-03 eta: 5:06:49 time: 0.332 data_time: 0.005 memory: 15235 grad_norm: 7.6022 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7768 loss: 1.7768 2022/06/14 11:41:58 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 11:41:58 - mmengine - INFO - Epoch(train) [1][1000/3757] lr: 5.000e-03 eta: 5:06:37 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.1347 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6107 loss: 1.6107 2022/06/14 11:42:04 - mmengine - INFO - Epoch(train) [1][1020/3757] lr: 5.000e-03 eta: 5:06:22 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 8.2634 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6607 loss: 1.6607 2022/06/14 11:42:11 - mmengine - INFO - Epoch(train) [1][1040/3757] lr: 5.000e-03 eta: 5:06:10 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 7.8453 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8047 loss: 1.8047 2022/06/14 11:42:17 - mmengine - INFO - Epoch(train) [1][1060/3757] lr: 5.000e-03 eta: 5:05:57 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 7.1324 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9885 loss: 1.9885 2022/06/14 11:42:24 - mmengine - INFO - Epoch(train) [1][1080/3757] lr: 5.000e-03 eta: 5:05:42 time: 0.322 data_time: 0.005 memory: 15235 grad_norm: 6.8616 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8014 loss: 1.8014 2022/06/14 11:42:30 - mmengine - INFO - Epoch(train) [1][1100/3757] lr: 5.000e-03 eta: 5:05:29 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 6.7401 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5495 loss: 1.5495 2022/06/14 11:42:37 - mmengine - INFO - Epoch(train) [1][1120/3757] lr: 5.000e-03 eta: 5:05:15 time: 0.312 data_time: 0.013 memory: 15235 grad_norm: 6.1583 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5257 loss: 1.5257 2022/06/14 11:42:43 - mmengine - INFO - Epoch(train) [1][1140/3757] lr: 5.000e-03 eta: 5:05:03 time: 0.354 data_time: 0.007 memory: 15235 grad_norm: 6.9462 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7240 loss: 1.7240 2022/06/14 11:42:50 - mmengine - INFO - Epoch(train) [1][1160/3757] lr: 5.000e-03 eta: 5:04:53 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.9412 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6428 loss: 1.6428 2022/06/14 11:42:56 - mmengine - INFO - Epoch(train) [1][1180/3757] lr: 5.000e-03 eta: 5:04:38 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 6.5266 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3788 loss: 1.3788 2022/06/14 11:43:03 - mmengine - INFO - Epoch(train) [1][1200/3757] lr: 5.000e-03 eta: 5:04:26 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.7073 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8072 loss: 1.8072 2022/06/14 11:43:09 - mmengine - INFO - Epoch(train) [1][1220/3757] lr: 5.000e-03 eta: 5:04:13 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.4278 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3837 loss: 1.3837 2022/06/14 11:43:16 - mmengine - INFO - Epoch(train) [1][1240/3757] lr: 5.000e-03 eta: 5:04:01 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.4843 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6450 loss: 1.6450 2022/06/14 11:43:22 - mmengine - INFO - Epoch(train) [1][1260/3757] lr: 5.000e-03 eta: 5:03:49 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 7.1258 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3397 loss: 1.3397 2022/06/14 11:43:29 - mmengine - INFO - Epoch(train) [1][1280/3757] lr: 5.000e-03 eta: 5:03:38 time: 0.324 data_time: 0.046 memory: 15235 grad_norm: 6.1290 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2337 loss: 1.2337 2022/06/14 11:43:35 - mmengine - INFO - Epoch(train) [1][1300/3757] lr: 5.000e-03 eta: 5:03:27 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.1274 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8087 loss: 1.8087 2022/06/14 11:43:42 - mmengine - INFO - Epoch(train) [1][1320/3757] lr: 5.000e-03 eta: 5:03:15 time: 0.331 data_time: 0.015 memory: 15235 grad_norm: 7.2491 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4284 loss: 1.4284 2022/06/14 11:43:48 - mmengine - INFO - Epoch(train) [1][1340/3757] lr: 5.000e-03 eta: 5:03:03 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 6.7191 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1951 loss: 1.1951 2022/06/14 11:43:55 - mmengine - INFO - Epoch(train) [1][1360/3757] lr: 5.000e-03 eta: 5:02:52 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 6.5284 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4297 loss: 1.4297 2022/06/14 11:44:01 - mmengine - INFO - Epoch(train) [1][1380/3757] lr: 5.000e-03 eta: 5:02:42 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 7.1041 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8426 loss: 1.8426 2022/06/14 11:44:08 - mmengine - INFO - Epoch(train) [1][1400/3757] lr: 5.000e-03 eta: 5:02:31 time: 0.320 data_time: 0.005 memory: 15235 grad_norm: 8.3717 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8223 loss: 1.8223 2022/06/14 11:44:14 - mmengine - INFO - Epoch(train) [1][1420/3757] lr: 5.000e-03 eta: 5:02:20 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.9590 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4867 loss: 1.4867 2022/06/14 11:44:21 - mmengine - INFO - Epoch(train) [1][1440/3757] lr: 5.000e-03 eta: 5:02:10 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.9183 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6710 loss: 1.6710 2022/06/14 11:44:27 - mmengine - INFO - Epoch(train) [1][1460/3757] lr: 5.000e-03 eta: 5:02:00 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1089 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4978 loss: 1.4978 2022/06/14 11:44:34 - mmengine - INFO - Epoch(train) [1][1480/3757] lr: 5.000e-03 eta: 5:01:50 time: 0.319 data_time: 0.007 memory: 15235 grad_norm: 6.3257 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5918 loss: 1.5918 2022/06/14 11:44:40 - mmengine - INFO - Epoch(train) [1][1500/3757] lr: 5.000e-03 eta: 5:01:40 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.7692 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6142 loss: 1.6142 2022/06/14 11:44:47 - mmengine - INFO - Epoch(train) [1][1520/3757] lr: 5.000e-03 eta: 5:01:30 time: 0.320 data_time: 0.002 memory: 15235 grad_norm: 7.3119 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5209 loss: 1.5209 2022/06/14 11:44:53 - mmengine - INFO - Epoch(train) [1][1540/3757] lr: 5.000e-03 eta: 5:01:19 time: 0.321 data_time: 0.002 memory: 15235 grad_norm: 8.7664 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5106 loss: 1.5106 2022/06/14 11:45:00 - mmengine - INFO - Epoch(train) [1][1560/3757] lr: 5.000e-03 eta: 5:01:09 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 8.2368 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5731 loss: 1.5731 2022/06/14 11:45:06 - mmengine - INFO - Epoch(train) [1][1580/3757] lr: 5.000e-03 eta: 5:00:58 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.9328 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1082 loss: 1.1082 2022/06/14 11:45:13 - mmengine - INFO - Epoch(train) [1][1600/3757] lr: 5.000e-03 eta: 5:00:48 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 5.5671 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5223 loss: 1.5223 2022/06/14 11:45:19 - mmengine - INFO - Epoch(train) [1][1620/3757] lr: 5.000e-03 eta: 5:00:38 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 8.4856 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3455 loss: 1.3455 2022/06/14 11:45:26 - mmengine - INFO - Epoch(train) [1][1640/3757] lr: 5.000e-03 eta: 5:00:29 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 7.5335 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2761 loss: 1.2761 2022/06/14 11:45:32 - mmengine - INFO - Epoch(train) [1][1660/3757] lr: 5.000e-03 eta: 5:00:19 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.7788 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5097 loss: 1.5097 2022/06/14 11:45:39 - mmengine - INFO - Epoch(train) [1][1680/3757] lr: 5.000e-03 eta: 5:00:10 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.8050 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2817 loss: 1.2817 2022/06/14 11:45:45 - mmengine - INFO - Epoch(train) [1][1700/3757] lr: 5.000e-03 eta: 5:00:00 time: 0.338 data_time: 0.013 memory: 15235 grad_norm: 6.7216 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8152 loss: 1.8152 2022/06/14 11:45:52 - mmengine - INFO - Epoch(train) [1][1720/3757] lr: 5.000e-03 eta: 4:59:51 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.5230 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4320 loss: 1.4320 2022/06/14 11:45:58 - mmengine - INFO - Epoch(train) [1][1740/3757] lr: 5.000e-03 eta: 4:59:41 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 7.9321 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2948 loss: 1.2948 2022/06/14 11:46:05 - mmengine - INFO - Epoch(train) [1][1760/3757] lr: 5.000e-03 eta: 4:59:32 time: 0.319 data_time: 0.037 memory: 15235 grad_norm: 6.8673 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5302 loss: 1.5302 2022/06/14 11:46:11 - mmengine - INFO - Epoch(train) [1][1780/3757] lr: 5.000e-03 eta: 4:59:23 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 9.2811 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3743 loss: 1.3743 2022/06/14 11:46:18 - mmengine - INFO - Epoch(train) [1][1800/3757] lr: 5.000e-03 eta: 4:59:15 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 8.0714 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4279 loss: 1.4279 2022/06/14 11:46:24 - mmengine - INFO - Epoch(train) [1][1820/3757] lr: 5.000e-03 eta: 4:59:05 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 6.6444 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2632 loss: 1.2632 2022/06/14 11:46:31 - mmengine - INFO - Epoch(train) [1][1840/3757] lr: 5.000e-03 eta: 4:58:57 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 6.0912 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.7325 loss: 1.7325 2022/06/14 11:46:37 - mmengine - INFO - Epoch(train) [1][1860/3757] lr: 5.000e-03 eta: 4:58:48 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 7.2093 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7014 loss: 1.7014 2022/06/14 11:46:44 - mmengine - INFO - Epoch(train) [1][1880/3757] lr: 5.000e-03 eta: 4:58:39 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 6.7919 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2717 loss: 1.2717 2022/06/14 11:46:50 - mmengine - INFO - Epoch(train) [1][1900/3757] lr: 5.000e-03 eta: 4:58:30 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 6.7202 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1566 loss: 1.1566 2022/06/14 11:46:57 - mmengine - INFO - Epoch(train) [1][1920/3757] lr: 5.000e-03 eta: 4:58:22 time: 0.321 data_time: 0.015 memory: 15235 grad_norm: 7.0379 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6310 loss: 1.6310 2022/06/14 11:47:03 - mmengine - INFO - Epoch(train) [1][1940/3757] lr: 5.000e-03 eta: 4:58:12 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 6.0505 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2065 loss: 1.2065 2022/06/14 11:47:10 - mmengine - INFO - Epoch(train) [1][1960/3757] lr: 5.000e-03 eta: 4:58:06 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.5562 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.3951 loss: 1.3951 2022/06/14 11:47:17 - mmengine - INFO - Epoch(train) [1][1980/3757] lr: 5.000e-03 eta: 4:58:00 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.6107 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3180 loss: 1.3180 2022/06/14 11:47:23 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 11:47:23 - mmengine - INFO - Epoch(train) [1][2000/3757] lr: 5.000e-03 eta: 4:57:51 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 7.0449 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5359 loss: 1.5359 2022/06/14 11:47:30 - mmengine - INFO - Epoch(train) [1][2020/3757] lr: 5.000e-03 eta: 4:57:43 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.7280 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7394 loss: 1.7394 2022/06/14 11:47:36 - mmengine - INFO - Epoch(train) [1][2040/3757] lr: 5.000e-03 eta: 4:57:36 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 6.6786 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2707 loss: 1.2707 2022/06/14 11:47:43 - mmengine - INFO - Epoch(train) [1][2060/3757] lr: 5.000e-03 eta: 4:57:27 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.8134 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6944 loss: 1.6944 2022/06/14 11:47:49 - mmengine - INFO - Epoch(train) [1][2080/3757] lr: 5.000e-03 eta: 4:57:18 time: 0.317 data_time: 0.012 memory: 15235 grad_norm: 5.4600 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2365 loss: 1.2365 2022/06/14 11:47:56 - mmengine - INFO - Epoch(train) [1][2100/3757] lr: 5.000e-03 eta: 4:57:10 time: 0.330 data_time: 0.018 memory: 15235 grad_norm: 5.1796 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1546 loss: 1.1546 2022/06/14 11:48:02 - mmengine - INFO - Epoch(train) [1][2120/3757] lr: 5.000e-03 eta: 4:57:01 time: 0.322 data_time: 0.008 memory: 15235 grad_norm: 7.3765 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0408 loss: 1.0408 2022/06/14 11:48:09 - mmengine - INFO - Epoch(train) [1][2140/3757] lr: 5.000e-03 eta: 4:56:54 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.0360 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4501 loss: 1.4501 2022/06/14 11:48:15 - mmengine - INFO - Epoch(train) [1][2160/3757] lr: 5.000e-03 eta: 4:56:47 time: 0.347 data_time: 0.002 memory: 15235 grad_norm: 9.0210 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4406 loss: 1.4406 2022/06/14 11:48:22 - mmengine - INFO - Epoch(train) [1][2180/3757] lr: 5.000e-03 eta: 4:56:39 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9114 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5792 loss: 1.5792 2022/06/14 11:48:28 - mmengine - INFO - Epoch(train) [1][2200/3757] lr: 5.000e-03 eta: 4:56:32 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 6.0958 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5369 loss: 1.5369 2022/06/14 11:48:35 - mmengine - INFO - Epoch(train) [1][2220/3757] lr: 5.000e-03 eta: 4:56:23 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 6.3876 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4002 loss: 1.4002 2022/06/14 11:48:41 - mmengine - INFO - Epoch(train) [1][2240/3757] lr: 5.000e-03 eta: 4:56:15 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 6.8535 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6986 loss: 1.6986 2022/06/14 11:48:48 - mmengine - INFO - Epoch(train) [1][2260/3757] lr: 5.000e-03 eta: 4:56:06 time: 0.318 data_time: 0.013 memory: 15235 grad_norm: 6.6080 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3518 loss: 1.3518 2022/06/14 11:48:54 - mmengine - INFO - Epoch(train) [1][2280/3757] lr: 5.000e-03 eta: 4:55:58 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.0236 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4116 loss: 1.4116 2022/06/14 11:49:01 - mmengine - INFO - Epoch(train) [1][2300/3757] lr: 5.000e-03 eta: 4:55:50 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 6.8069 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5864 loss: 1.5864 2022/06/14 11:49:07 - mmengine - INFO - Epoch(train) [1][2320/3757] lr: 5.000e-03 eta: 4:55:43 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.2906 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0932 loss: 1.0932 2022/06/14 11:49:14 - mmengine - INFO - Epoch(train) [1][2340/3757] lr: 5.000e-03 eta: 4:55:34 time: 0.324 data_time: 0.008 memory: 15235 grad_norm: 5.1896 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3888 loss: 1.3888 2022/06/14 11:49:20 - mmengine - INFO - Epoch(train) [1][2360/3757] lr: 5.000e-03 eta: 4:55:27 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.8105 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.6153 loss: 1.6153 2022/06/14 11:49:27 - mmengine - INFO - Epoch(train) [1][2380/3757] lr: 5.000e-03 eta: 4:55:18 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 5.9192 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3550 loss: 1.3550 2022/06/14 11:49:33 - mmengine - INFO - Epoch(train) [1][2400/3757] lr: 5.000e-03 eta: 4:55:11 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 7.2793 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.5331 loss: 1.5331 2022/06/14 11:49:40 - mmengine - INFO - Epoch(train) [1][2420/3757] lr: 5.000e-03 eta: 4:55:05 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 7.1029 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3908 loss: 1.3908 2022/06/14 11:49:46 - mmengine - INFO - Epoch(train) [1][2440/3757] lr: 5.000e-03 eta: 4:54:58 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.1421 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7232 loss: 1.7232 2022/06/14 11:49:53 - mmengine - INFO - Epoch(train) [1][2460/3757] lr: 5.000e-03 eta: 4:54:50 time: 0.321 data_time: 0.015 memory: 15235 grad_norm: 5.6663 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4870 loss: 1.4870 2022/06/14 11:50:00 - mmengine - INFO - Epoch(train) [1][2480/3757] lr: 5.000e-03 eta: 4:54:43 time: 0.318 data_time: 0.003 memory: 15235 grad_norm: 6.9419 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5841 loss: 1.5841 2022/06/14 11:50:06 - mmengine - INFO - Epoch(train) [1][2500/3757] lr: 5.000e-03 eta: 4:54:35 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.4681 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8562 loss: 1.8562 2022/06/14 11:50:13 - mmengine - INFO - Epoch(train) [1][2520/3757] lr: 5.000e-03 eta: 4:54:27 time: 0.324 data_time: 0.030 memory: 15235 grad_norm: 6.4061 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7250 loss: 1.7250 2022/06/14 11:50:19 - mmengine - INFO - Epoch(train) [1][2540/3757] lr: 5.000e-03 eta: 4:54:19 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1485 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5068 loss: 1.5068 2022/06/14 11:50:26 - mmengine - INFO - Epoch(train) [1][2560/3757] lr: 5.000e-03 eta: 4:54:12 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.3772 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4733 loss: 1.4733 2022/06/14 11:50:32 - mmengine - INFO - Epoch(train) [1][2580/3757] lr: 5.000e-03 eta: 4:54:04 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.9494 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5453 loss: 1.5453 2022/06/14 11:50:39 - mmengine - INFO - Epoch(train) [1][2600/3757] lr: 5.000e-03 eta: 4:53:57 time: 0.329 data_time: 0.034 memory: 15235 grad_norm: 5.8817 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1430 loss: 1.1430 2022/06/14 11:50:45 - mmengine - INFO - Epoch(train) [1][2620/3757] lr: 5.000e-03 eta: 4:53:49 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.9857 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3012 loss: 1.3012 2022/06/14 11:50:52 - mmengine - INFO - Epoch(train) [1][2640/3757] lr: 5.000e-03 eta: 4:53:42 time: 0.329 data_time: 0.008 memory: 15235 grad_norm: 7.0899 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2617 loss: 1.2617 2022/06/14 11:50:58 - mmengine - INFO - Epoch(train) [1][2660/3757] lr: 5.000e-03 eta: 4:53:34 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 7.2142 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6279 loss: 1.6279 2022/06/14 11:51:05 - mmengine - INFO - Epoch(train) [1][2680/3757] lr: 5.000e-03 eta: 4:53:27 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 6.0944 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5368 loss: 1.5368 2022/06/14 11:51:11 - mmengine - INFO - Epoch(train) [1][2700/3757] lr: 5.000e-03 eta: 4:53:19 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 5.9913 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2848 loss: 1.2848 2022/06/14 11:51:18 - mmengine - INFO - Epoch(train) [1][2720/3757] lr: 5.000e-03 eta: 4:53:13 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 7.5812 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5481 loss: 1.5481 2022/06/14 11:51:24 - mmengine - INFO - Epoch(train) [1][2740/3757] lr: 5.000e-03 eta: 4:53:05 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.6830 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3582 loss: 1.3582 2022/06/14 11:51:31 - mmengine - INFO - Epoch(train) [1][2760/3757] lr: 5.000e-03 eta: 4:52:58 time: 0.323 data_time: 0.008 memory: 15235 grad_norm: 6.1263 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8817 loss: 0.8817 2022/06/14 11:51:37 - mmengine - INFO - Epoch(train) [1][2780/3757] lr: 5.000e-03 eta: 4:52:51 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.6488 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8416 loss: 1.8416 2022/06/14 11:51:44 - mmengine - INFO - Epoch(train) [1][2800/3757] lr: 5.000e-03 eta: 4:52:43 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 6.4262 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3867 loss: 1.3867 2022/06/14 11:51:50 - mmengine - INFO - Epoch(train) [1][2820/3757] lr: 5.000e-03 eta: 4:52:35 time: 0.313 data_time: 0.019 memory: 15235 grad_norm: 8.0100 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6419 loss: 1.6419 2022/06/14 11:51:57 - mmengine - INFO - Epoch(train) [1][2840/3757] lr: 5.000e-03 eta: 4:52:28 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 7.2106 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0992 loss: 1.0992 2022/06/14 11:52:03 - mmengine - INFO - Epoch(train) [1][2860/3757] lr: 5.000e-03 eta: 4:52:20 time: 0.330 data_time: 0.018 memory: 15235 grad_norm: 5.4400 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3457 loss: 1.3457 2022/06/14 11:52:10 - mmengine - INFO - Epoch(train) [1][2880/3757] lr: 5.000e-03 eta: 4:52:14 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 6.3075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3968 loss: 1.3968 2022/06/14 11:52:16 - mmengine - INFO - Epoch(train) [1][2900/3757] lr: 5.000e-03 eta: 4:52:06 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 7.2722 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3927 loss: 1.3927 2022/06/14 11:52:23 - mmengine - INFO - Epoch(train) [1][2920/3757] lr: 5.000e-03 eta: 4:51:59 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.6807 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3586 loss: 1.3586 2022/06/14 11:52:29 - mmengine - INFO - Epoch(train) [1][2940/3757] lr: 5.000e-03 eta: 4:51:51 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.2930 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2722 loss: 1.2722 2022/06/14 11:52:36 - mmengine - INFO - Epoch(train) [1][2960/3757] lr: 5.000e-03 eta: 4:51:44 time: 0.364 data_time: 0.006 memory: 15235 grad_norm: 6.3770 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4615 loss: 1.4615 2022/06/14 11:52:42 - mmengine - INFO - Epoch(train) [1][2980/3757] lr: 5.000e-03 eta: 4:51:37 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 6.4704 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6487 loss: 1.6487 2022/06/14 11:52:49 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 11:52:49 - mmengine - INFO - Epoch(train) [1][3000/3757] lr: 5.000e-03 eta: 4:51:30 time: 0.335 data_time: 0.006 memory: 15235 grad_norm: 5.3944 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3419 loss: 1.3419 2022/06/14 11:52:55 - mmengine - INFO - Epoch(train) [1][3020/3757] lr: 5.000e-03 eta: 4:51:22 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.3696 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4304 loss: 1.4304 2022/06/14 11:53:02 - mmengine - INFO - Epoch(train) [1][3040/3757] lr: 5.000e-03 eta: 4:51:15 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 6.4590 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3070 loss: 1.3070 2022/06/14 11:53:08 - mmengine - INFO - Epoch(train) [1][3060/3757] lr: 5.000e-03 eta: 4:51:08 time: 0.320 data_time: 0.003 memory: 15235 grad_norm: 6.4329 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1314 loss: 1.1314 2022/06/14 11:53:15 - mmengine - INFO - Epoch(train) [1][3080/3757] lr: 5.000e-03 eta: 4:51:00 time: 0.323 data_time: 0.026 memory: 15235 grad_norm: 4.8951 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3401 loss: 1.3401 2022/06/14 11:53:21 - mmengine - INFO - Epoch(train) [1][3100/3757] lr: 5.000e-03 eta: 4:50:52 time: 0.325 data_time: 0.045 memory: 15235 grad_norm: 5.9777 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4810 loss: 1.4810 2022/06/14 11:53:28 - mmengine - INFO - Epoch(train) [1][3120/3757] lr: 5.000e-03 eta: 4:50:45 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 6.3690 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5034 loss: 1.5034 2022/06/14 11:53:34 - mmengine - INFO - Epoch(train) [1][3140/3757] lr: 5.000e-03 eta: 4:50:37 time: 0.325 data_time: 0.010 memory: 15235 grad_norm: 5.7246 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5260 loss: 1.5260 2022/06/14 11:53:41 - mmengine - INFO - Epoch(train) [1][3160/3757] lr: 5.000e-03 eta: 4:50:30 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.5029 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4416 loss: 1.4416 2022/06/14 11:53:48 - mmengine - INFO - Epoch(train) [1][3180/3757] lr: 5.000e-03 eta: 4:50:23 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 7.3002 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4563 loss: 1.4563 2022/06/14 11:53:54 - mmengine - INFO - Epoch(train) [1][3200/3757] lr: 5.000e-03 eta: 4:50:16 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.5459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3182 loss: 1.3182 2022/06/14 11:54:01 - mmengine - INFO - Epoch(train) [1][3220/3757] lr: 5.000e-03 eta: 4:50:09 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.0574 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3448 loss: 1.3448 2022/06/14 11:54:07 - mmengine - INFO - Epoch(train) [1][3240/3757] lr: 5.000e-03 eta: 4:50:03 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.0511 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5711 loss: 1.5711 2022/06/14 11:54:14 - mmengine - INFO - Epoch(train) [1][3260/3757] lr: 5.000e-03 eta: 4:49:55 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 6.7430 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5585 loss: 1.5585 2022/06/14 11:54:20 - mmengine - INFO - Epoch(train) [1][3280/3757] lr: 5.000e-03 eta: 4:49:47 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.2910 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1658 loss: 1.1658 2022/06/14 11:54:27 - mmengine - INFO - Epoch(train) [1][3300/3757] lr: 5.000e-03 eta: 4:49:40 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.1996 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3998 loss: 1.3998 2022/06/14 11:54:33 - mmengine - INFO - Epoch(train) [1][3320/3757] lr: 5.000e-03 eta: 4:49:33 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.0341 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6590 loss: 1.6590 2022/06/14 11:54:40 - mmengine - INFO - Epoch(train) [1][3340/3757] lr: 5.000e-03 eta: 4:49:26 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0017 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2898 loss: 1.2898 2022/06/14 11:54:46 - mmengine - INFO - Epoch(train) [1][3360/3757] lr: 5.000e-03 eta: 4:49:19 time: 0.351 data_time: 0.006 memory: 15235 grad_norm: 6.0084 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5593 loss: 1.5593 2022/06/14 11:54:53 - mmengine - INFO - Epoch(train) [1][3380/3757] lr: 5.000e-03 eta: 4:49:11 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.2626 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2578 loss: 1.2578 2022/06/14 11:54:59 - mmengine - INFO - Epoch(train) [1][3400/3757] lr: 5.000e-03 eta: 4:49:04 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 6.1768 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0716 loss: 1.0716 2022/06/14 11:55:06 - mmengine - INFO - Epoch(train) [1][3420/3757] lr: 5.000e-03 eta: 4:48:56 time: 0.320 data_time: 0.005 memory: 15235 grad_norm: 6.6050 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9699 loss: 0.9699 2022/06/14 11:55:12 - mmengine - INFO - Epoch(train) [1][3440/3757] lr: 5.000e-03 eta: 4:48:49 time: 0.320 data_time: 0.034 memory: 15235 grad_norm: 5.5288 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3095 loss: 1.3095 2022/06/14 11:55:19 - mmengine - INFO - Epoch(train) [1][3460/3757] lr: 5.000e-03 eta: 4:48:41 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.7674 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5200 loss: 1.5200 2022/06/14 11:55:25 - mmengine - INFO - Epoch(train) [1][3480/3757] lr: 5.000e-03 eta: 4:48:34 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 7.2913 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3642 loss: 1.3642 2022/06/14 11:55:32 - mmengine - INFO - Epoch(train) [1][3500/3757] lr: 5.000e-03 eta: 4:48:27 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.6985 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3710 loss: 1.3710 2022/06/14 11:55:38 - mmengine - INFO - Epoch(train) [1][3520/3757] lr: 5.000e-03 eta: 4:48:20 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.3380 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4926 loss: 1.4926 2022/06/14 11:55:45 - mmengine - INFO - Epoch(train) [1][3540/3757] lr: 5.000e-03 eta: 4:48:12 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 5.8955 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2768 loss: 1.2768 2022/06/14 11:55:51 - mmengine - INFO - Epoch(train) [1][3560/3757] lr: 5.000e-03 eta: 4:48:05 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.8988 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0853 loss: 1.0853 2022/06/14 11:55:58 - mmengine - INFO - Epoch(train) [1][3580/3757] lr: 5.000e-03 eta: 4:47:58 time: 0.323 data_time: 0.010 memory: 15235 grad_norm: 5.3903 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1480 loss: 1.1480 2022/06/14 11:56:04 - mmengine - INFO - Epoch(train) [1][3600/3757] lr: 5.000e-03 eta: 4:47:51 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4034 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4528 loss: 1.4528 2022/06/14 11:56:11 - mmengine - INFO - Epoch(train) [1][3620/3757] lr: 5.000e-03 eta: 4:47:44 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6484 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.0930 loss: 1.0930 2022/06/14 11:56:17 - mmengine - INFO - Epoch(train) [1][3640/3757] lr: 5.000e-03 eta: 4:47:37 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 5.2924 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5679 loss: 1.5679 2022/06/14 11:56:24 - mmengine - INFO - Epoch(train) [1][3660/3757] lr: 5.000e-03 eta: 4:47:30 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.6888 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3277 loss: 1.3277 2022/06/14 11:56:30 - mmengine - INFO - Epoch(train) [1][3680/3757] lr: 5.000e-03 eta: 4:47:23 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.9250 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3198 loss: 1.3198 2022/06/14 11:56:37 - mmengine - INFO - Epoch(train) [1][3700/3757] lr: 5.000e-03 eta: 4:47:16 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.3587 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2826 loss: 1.2826 2022/06/14 11:56:43 - mmengine - INFO - Epoch(train) [1][3720/3757] lr: 5.000e-03 eta: 4:47:09 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 6.4832 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2510 loss: 1.2510 2022/06/14 11:56:50 - mmengine - INFO - Epoch(train) [1][3740/3757] lr: 5.000e-03 eta: 4:46:59 time: 0.311 data_time: 0.005 memory: 15235 grad_norm: 6.0438 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2508 loss: 1.2508 2022/06/14 11:56:55 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 11:57:06 - mmengine - INFO - Epoch(val) [1][20/310] eta: 0:01:37 time: 0.253 data_time: 0.169 memory: 15235 2022/06/14 11:57:11 - mmengine - INFO - Epoch(val) [1][40/310] eta: 0:01:28 time: 0.108 data_time: 0.003 memory: 2470 2022/06/14 11:57:15 - mmengine - INFO - Epoch(val) [1][60/310] eta: 0:00:22 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 11:57:20 - mmengine - INFO - Epoch(val) [1][80/310] eta: 0:00:22 time: 0.105 data_time: 0.006 memory: 2470 2022/06/14 11:57:27 - mmengine - INFO - Epoch(val) [1][100/310] eta: 0:01:10 time: 0.088 data_time: 0.001 memory: 2470 2022/06/14 11:57:32 - mmengine - INFO - Epoch(val) [1][120/310] eta: 0:01:09 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 11:57:36 - mmengine - INFO - Epoch(val) [1][140/310] eta: 0:00:16 time: 0.087 data_time: 0.003 memory: 2470 2022/06/14 11:57:41 - mmengine - INFO - Epoch(val) [1][160/310] eta: 0:00:20 time: 0.089 data_time: 0.001 memory: 2470 2022/06/14 11:57:48 - mmengine - INFO - Epoch(val) [1][180/310] eta: 0:00:33 time: 0.085 data_time: 0.001 memory: 2470 2022/06/14 11:57:54 - mmengine - INFO - Epoch(val) [1][200/310] eta: 0:00:42 time: 0.100 data_time: 0.002 memory: 2470 2022/06/14 11:57:58 - mmengine - INFO - Epoch(val) [1][220/310] eta: 0:00:15 time: 0.092 data_time: 0.002 memory: 2470 2022/06/14 11:58:03 - mmengine - INFO - Epoch(val) [1][240/310] eta: 0:00:13 time: 0.091 data_time: 0.002 memory: 2470 2022/06/14 11:58:09 - mmengine - INFO - Epoch(val) [1][260/310] eta: 0:00:13 time: 0.083 data_time: 0.001 memory: 2470 2022/06/14 11:58:15 - mmengine - INFO - Epoch(val) [1][280/310] eta: 0:00:12 time: 0.087 data_time: 0.001 memory: 2470 2022/06/14 11:58:19 - mmengine - INFO - Epoch(val) [1][300/310] eta: 0:00:01 time: 0.086 data_time: 0.001 memory: 2470 2022/06/14 11:58:21 - mmengine - INFO - Epoch(val) [1][310/310] acc/top1: 0.6799 acc/top5: 0.8909 acc/mean1: 0.6797 2022/06/14 11:58:32 - mmengine - INFO - Epoch(train) [2][20/3757] lr: 5.000e-03 eta: 4:47:18 time: 0.348 data_time: 0.003 memory: 15235 grad_norm: 5.4755 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9091 loss: 0.9091 2022/06/14 11:58:39 - mmengine - INFO - Epoch(train) [2][40/3757] lr: 5.000e-03 eta: 4:47:14 time: 0.319 data_time: 0.002 memory: 15235 grad_norm: 5.7078 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3260 loss: 1.3260 2022/06/14 11:58:46 - mmengine - INFO - Epoch(train) [2][60/3757] lr: 5.000e-03 eta: 4:47:07 time: 0.324 data_time: 0.011 memory: 15235 grad_norm: 5.0961 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3014 loss: 1.3014 2022/06/14 11:58:52 - mmengine - INFO - Epoch(train) [2][80/3757] lr: 5.000e-03 eta: 4:46:59 time: 0.329 data_time: 0.005 memory: 15235 grad_norm: 6.3550 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1664 loss: 1.1664 2022/06/14 11:58:59 - mmengine - INFO - Epoch(train) [2][100/3757] lr: 5.000e-03 eta: 4:46:52 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.5893 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0420 loss: 1.0420 2022/06/14 11:59:05 - mmengine - INFO - Epoch(train) [2][120/3757] lr: 5.000e-03 eta: 4:46:45 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.1482 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0325 loss: 1.0325 2022/06/14 11:59:12 - mmengine - INFO - Epoch(train) [2][140/3757] lr: 5.000e-03 eta: 4:46:37 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.3442 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1894 loss: 1.1894 2022/06/14 11:59:18 - mmengine - INFO - Epoch(train) [2][160/3757] lr: 5.000e-03 eta: 4:46:31 time: 0.332 data_time: 0.005 memory: 15235 grad_norm: 6.8609 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1934 loss: 1.1934 2022/06/14 11:59:25 - mmengine - INFO - Epoch(train) [2][180/3757] lr: 5.000e-03 eta: 4:46:23 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 6.7573 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3629 loss: 1.3629 2022/06/14 11:59:31 - mmengine - INFO - Epoch(train) [2][200/3757] lr: 5.000e-03 eta: 4:46:16 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.7993 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0970 loss: 1.0970 2022/06/14 11:59:38 - mmengine - INFO - Epoch(train) [2][220/3757] lr: 5.000e-03 eta: 4:46:09 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 5.8776 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3819 loss: 1.3819 2022/06/14 11:59:44 - mmengine - INFO - Epoch(train) [2][240/3757] lr: 5.000e-03 eta: 4:46:02 time: 0.335 data_time: 0.006 memory: 15235 grad_norm: 5.9623 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5279 loss: 1.5279 2022/06/14 11:59:45 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 11:59:51 - mmengine - INFO - Epoch(train) [2][260/3757] lr: 5.000e-03 eta: 4:45:55 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 5.1246 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6130 loss: 1.6130 2022/06/14 11:59:57 - mmengine - INFO - Epoch(train) [2][280/3757] lr: 5.000e-03 eta: 4:45:47 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 5.8764 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1740 loss: 1.1740 2022/06/14 12:00:04 - mmengine - INFO - Epoch(train) [2][300/3757] lr: 5.000e-03 eta: 4:45:42 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 6.0037 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2051 loss: 1.2051 2022/06/14 12:00:11 - mmengine - INFO - Epoch(train) [2][320/3757] lr: 5.000e-03 eta: 4:45:36 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.2983 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2586 loss: 1.2586 2022/06/14 12:00:17 - mmengine - INFO - Epoch(train) [2][340/3757] lr: 5.000e-03 eta: 4:45:31 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 6.0770 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4507 loss: 1.4507 2022/06/14 12:00:24 - mmengine - INFO - Epoch(train) [2][360/3757] lr: 5.000e-03 eta: 4:45:24 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 6.0359 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1038 loss: 1.1038 2022/06/14 12:00:30 - mmengine - INFO - Epoch(train) [2][380/3757] lr: 5.000e-03 eta: 4:45:18 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.3028 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1468 loss: 1.1468 2022/06/14 12:00:37 - mmengine - INFO - Epoch(train) [2][400/3757] lr: 5.000e-03 eta: 4:45:11 time: 0.319 data_time: 0.008 memory: 15235 grad_norm: 4.2714 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2712 loss: 1.2712 2022/06/14 12:00:43 - mmengine - INFO - Epoch(train) [2][420/3757] lr: 5.000e-03 eta: 4:45:04 time: 0.325 data_time: 0.046 memory: 15235 grad_norm: 6.3646 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1010 loss: 1.1010 2022/06/14 12:00:50 - mmengine - INFO - Epoch(train) [2][440/3757] lr: 5.000e-03 eta: 4:44:56 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 5.8948 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1918 loss: 1.1918 2022/06/14 12:00:56 - mmengine - INFO - Epoch(train) [2][460/3757] lr: 5.000e-03 eta: 4:44:49 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.8753 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2965 loss: 1.2965 2022/06/14 12:01:03 - mmengine - INFO - Epoch(train) [2][480/3757] lr: 5.000e-03 eta: 4:44:42 time: 0.320 data_time: 0.005 memory: 15235 grad_norm: 5.8811 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5329 loss: 1.5329 2022/06/14 12:01:09 - mmengine - INFO - Epoch(train) [2][500/3757] lr: 5.000e-03 eta: 4:44:35 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.2808 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9042 loss: 0.9042 2022/06/14 12:01:16 - mmengine - INFO - Epoch(train) [2][520/3757] lr: 5.000e-03 eta: 4:44:28 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.9053 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1374 loss: 1.1374 2022/06/14 12:01:22 - mmengine - INFO - Epoch(train) [2][540/3757] lr: 5.000e-03 eta: 4:44:21 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.5915 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9822 loss: 0.9822 2022/06/14 12:01:29 - mmengine - INFO - Epoch(train) [2][560/3757] lr: 5.000e-03 eta: 4:44:14 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1671 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2957 loss: 1.2957 2022/06/14 12:01:35 - mmengine - INFO - Epoch(train) [2][580/3757] lr: 5.000e-03 eta: 4:44:06 time: 0.328 data_time: 0.005 memory: 15235 grad_norm: 5.9200 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9212 loss: 0.9212 2022/06/14 12:01:42 - mmengine - INFO - Epoch(train) [2][600/3757] lr: 5.000e-03 eta: 4:43:59 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.6035 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4261 loss: 1.4261 2022/06/14 12:01:48 - mmengine - INFO - Epoch(train) [2][620/3757] lr: 5.000e-03 eta: 4:43:52 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.1868 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8572 loss: 0.8572 2022/06/14 12:01:55 - mmengine - INFO - Epoch(train) [2][640/3757] lr: 5.000e-03 eta: 4:43:46 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 5.8378 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3295 loss: 1.3295 2022/06/14 12:02:02 - mmengine - INFO - Epoch(train) [2][660/3757] lr: 5.000e-03 eta: 4:43:40 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.1162 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4037 loss: 1.4037 2022/06/14 12:02:08 - mmengine - INFO - Epoch(train) [2][680/3757] lr: 5.000e-03 eta: 4:43:33 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.7138 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1407 loss: 1.1407 2022/06/14 12:02:15 - mmengine - INFO - Epoch(train) [2][700/3757] lr: 5.000e-03 eta: 4:43:26 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 4.9720 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9728 loss: 0.9728 2022/06/14 12:02:21 - mmengine - INFO - Epoch(train) [2][720/3757] lr: 5.000e-03 eta: 4:43:19 time: 0.328 data_time: 0.005 memory: 15235 grad_norm: 5.8068 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2576 loss: 1.2576 2022/06/14 12:02:28 - mmengine - INFO - Epoch(train) [2][740/3757] lr: 5.000e-03 eta: 4:43:12 time: 0.317 data_time: 0.007 memory: 15235 grad_norm: 5.6150 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1513 loss: 1.1513 2022/06/14 12:02:34 - mmengine - INFO - Epoch(train) [2][760/3757] lr: 5.000e-03 eta: 4:43:05 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 7.2700 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1337 loss: 1.1337 2022/06/14 12:02:41 - mmengine - INFO - Epoch(train) [2][780/3757] lr: 5.000e-03 eta: 4:42:58 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.3026 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2306 loss: 1.2306 2022/06/14 12:02:47 - mmengine - INFO - Epoch(train) [2][800/3757] lr: 5.000e-03 eta: 4:42:51 time: 0.346 data_time: 0.033 memory: 15235 grad_norm: 6.3447 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3626 loss: 1.3626 2022/06/14 12:02:54 - mmengine - INFO - Epoch(train) [2][820/3757] lr: 5.000e-03 eta: 4:42:44 time: 0.322 data_time: 0.036 memory: 15235 grad_norm: 6.6422 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8717 loss: 0.8717 2022/06/14 12:03:00 - mmengine - INFO - Epoch(train) [2][840/3757] lr: 5.000e-03 eta: 4:42:37 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.6778 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6039 loss: 1.6039 2022/06/14 12:03:07 - mmengine - INFO - Epoch(train) [2][860/3757] lr: 5.000e-03 eta: 4:42:30 time: 0.322 data_time: 0.011 memory: 15235 grad_norm: 5.0737 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2825 loss: 1.2825 2022/06/14 12:03:13 - mmengine - INFO - Epoch(train) [2][880/3757] lr: 5.000e-03 eta: 4:42:23 time: 0.319 data_time: 0.002 memory: 15235 grad_norm: 6.0922 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3578 loss: 1.3578 2022/06/14 12:03:20 - mmengine - INFO - Epoch(train) [2][900/3757] lr: 5.000e-03 eta: 4:42:16 time: 0.329 data_time: 0.008 memory: 15235 grad_norm: 8.1591 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0081 loss: 1.0081 2022/06/14 12:03:26 - mmengine - INFO - Epoch(train) [2][920/3757] lr: 5.000e-03 eta: 4:42:09 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.5372 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9684 loss: 0.9684 2022/06/14 12:03:33 - mmengine - INFO - Epoch(train) [2][940/3757] lr: 5.000e-03 eta: 4:42:01 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3643 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2827 loss: 1.2827 2022/06/14 12:03:39 - mmengine - INFO - Epoch(train) [2][960/3757] lr: 5.000e-03 eta: 4:41:55 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 6.5257 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0868 loss: 1.0868 2022/06/14 12:03:46 - mmengine - INFO - Epoch(train) [2][980/3757] lr: 5.000e-03 eta: 4:41:47 time: 0.326 data_time: 0.008 memory: 15235 grad_norm: 6.1079 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1837 loss: 1.1837 2022/06/14 12:03:52 - mmengine - INFO - Epoch(train) [2][1000/3757] lr: 5.000e-03 eta: 4:41:40 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 6.3037 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4832 loss: 1.4832 2022/06/14 12:03:59 - mmengine - INFO - Epoch(train) [2][1020/3757] lr: 5.000e-03 eta: 4:41:33 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.9184 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9641 loss: 0.9641 2022/06/14 12:04:05 - mmengine - INFO - Epoch(train) [2][1040/3757] lr: 5.000e-03 eta: 4:41:26 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 6.1670 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2384 loss: 1.2384 2022/06/14 12:04:12 - mmengine - INFO - Epoch(train) [2][1060/3757] lr: 5.000e-03 eta: 4:41:19 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.6056 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2482 loss: 1.2482 2022/06/14 12:04:18 - mmengine - INFO - Epoch(train) [2][1080/3757] lr: 5.000e-03 eta: 4:41:12 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.7725 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0743 loss: 1.0743 2022/06/14 12:04:25 - mmengine - INFO - Epoch(train) [2][1100/3757] lr: 5.000e-03 eta: 4:41:05 time: 0.333 data_time: 0.039 memory: 15235 grad_norm: 5.6363 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4272 loss: 1.4272 2022/06/14 12:04:31 - mmengine - INFO - Epoch(train) [2][1120/3757] lr: 5.000e-03 eta: 4:40:59 time: 0.320 data_time: 0.023 memory: 15235 grad_norm: 6.4272 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9975 loss: 0.9975 2022/06/14 12:04:38 - mmengine - INFO - Epoch(train) [2][1140/3757] lr: 5.000e-03 eta: 4:40:52 time: 0.323 data_time: 0.013 memory: 15235 grad_norm: 6.7794 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4456 loss: 1.4456 2022/06/14 12:04:44 - mmengine - INFO - Epoch(train) [2][1160/3757] lr: 5.000e-03 eta: 4:40:45 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.5703 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6858 loss: 1.6858 2022/06/14 12:04:51 - mmengine - INFO - Epoch(train) [2][1180/3757] lr: 5.000e-03 eta: 4:40:38 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 5.7645 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3262 loss: 1.3262 2022/06/14 12:04:57 - mmengine - INFO - Epoch(train) [2][1200/3757] lr: 5.000e-03 eta: 4:40:32 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2686 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5834 loss: 1.5834 2022/06/14 12:05:04 - mmengine - INFO - Epoch(train) [2][1220/3757] lr: 5.000e-03 eta: 4:40:25 time: 0.317 data_time: 0.003 memory: 15235 grad_norm: 6.9478 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0182 loss: 1.0182 2022/06/14 12:05:10 - mmengine - INFO - Epoch(train) [2][1240/3757] lr: 5.000e-03 eta: 4:40:18 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 6.3709 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3157 loss: 1.3157 2022/06/14 12:05:11 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:05:17 - mmengine - INFO - Epoch(train) [2][1260/3757] lr: 5.000e-03 eta: 4:40:10 time: 0.326 data_time: 0.010 memory: 15235 grad_norm: 5.1303 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0894 loss: 1.0894 2022/06/14 12:05:23 - mmengine - INFO - Epoch(train) [2][1280/3757] lr: 5.000e-03 eta: 4:40:03 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 5.1791 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0763 loss: 1.0763 2022/06/14 12:05:30 - mmengine - INFO - Epoch(train) [2][1300/3757] lr: 5.000e-03 eta: 4:39:56 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 6.0748 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2294 loss: 1.2294 2022/06/14 12:05:36 - mmengine - INFO - Epoch(train) [2][1320/3757] lr: 5.000e-03 eta: 4:39:49 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.6323 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0993 loss: 1.0993 2022/06/14 12:05:43 - mmengine - INFO - Epoch(train) [2][1340/3757] lr: 5.000e-03 eta: 4:39:42 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 6.1019 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5330 loss: 1.5330 2022/06/14 12:05:49 - mmengine - INFO - Epoch(train) [2][1360/3757] lr: 5.000e-03 eta: 4:39:35 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.1002 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3537 loss: 1.3537 2022/06/14 12:05:56 - mmengine - INFO - Epoch(train) [2][1380/3757] lr: 5.000e-03 eta: 4:39:28 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 7.3252 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3570 loss: 1.3570 2022/06/14 12:06:03 - mmengine - INFO - Epoch(train) [2][1400/3757] lr: 5.000e-03 eta: 4:39:22 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.2607 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9134 loss: 0.9134 2022/06/14 12:06:09 - mmengine - INFO - Epoch(train) [2][1420/3757] lr: 5.000e-03 eta: 4:39:15 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.8165 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9488 loss: 0.9488 2022/06/14 12:06:16 - mmengine - INFO - Epoch(train) [2][1440/3757] lr: 5.000e-03 eta: 4:39:07 time: 0.328 data_time: 0.005 memory: 15235 grad_norm: 6.0574 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0590 loss: 1.0590 2022/06/14 12:06:22 - mmengine - INFO - Epoch(train) [2][1460/3757] lr: 5.000e-03 eta: 4:39:00 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.7255 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0799 loss: 1.0799 2022/06/14 12:06:29 - mmengine - INFO - Epoch(train) [2][1480/3757] lr: 5.000e-03 eta: 4:38:54 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 5.4079 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3212 loss: 1.3212 2022/06/14 12:06:35 - mmengine - INFO - Epoch(train) [2][1500/3757] lr: 5.000e-03 eta: 4:38:47 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.0218 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3317 loss: 1.3317 2022/06/14 12:06:42 - mmengine - INFO - Epoch(train) [2][1520/3757] lr: 5.000e-03 eta: 4:38:40 time: 0.325 data_time: 0.008 memory: 15235 grad_norm: 5.8254 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9106 loss: 0.9106 2022/06/14 12:06:48 - mmengine - INFO - Epoch(train) [2][1540/3757] lr: 5.000e-03 eta: 4:38:33 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.2023 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5144 loss: 1.5144 2022/06/14 12:06:55 - mmengine - INFO - Epoch(train) [2][1560/3757] lr: 5.000e-03 eta: 4:38:26 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.5645 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9305 loss: 0.9305 2022/06/14 12:07:01 - mmengine - INFO - Epoch(train) [2][1580/3757] lr: 5.000e-03 eta: 4:38:19 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.8172 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9925 loss: 0.9925 2022/06/14 12:07:08 - mmengine - INFO - Epoch(train) [2][1600/3757] lr: 5.000e-03 eta: 4:38:13 time: 0.348 data_time: 0.027 memory: 15235 grad_norm: 6.2243 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4920 loss: 1.4920 2022/06/14 12:07:14 - mmengine - INFO - Epoch(train) [2][1620/3757] lr: 5.000e-03 eta: 4:38:06 time: 0.318 data_time: 0.036 memory: 15235 grad_norm: 6.1951 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1715 loss: 1.1715 2022/06/14 12:07:21 - mmengine - INFO - Epoch(train) [2][1640/3757] lr: 5.000e-03 eta: 4:37:59 time: 0.312 data_time: 0.013 memory: 15235 grad_norm: 4.8566 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8982 loss: 0.8982 2022/06/14 12:07:27 - mmengine - INFO - Epoch(train) [2][1660/3757] lr: 5.000e-03 eta: 4:37:52 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1278 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3419 loss: 1.3419 2022/06/14 12:07:34 - mmengine - INFO - Epoch(train) [2][1680/3757] lr: 5.000e-03 eta: 4:37:45 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 5.6726 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1750 loss: 1.1750 2022/06/14 12:07:40 - mmengine - INFO - Epoch(train) [2][1700/3757] lr: 5.000e-03 eta: 4:37:39 time: 0.317 data_time: 0.030 memory: 15235 grad_norm: 5.9062 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3089 loss: 1.3089 2022/06/14 12:07:47 - mmengine - INFO - Epoch(train) [2][1720/3757] lr: 5.000e-03 eta: 4:37:31 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.4735 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2490 loss: 1.2490 2022/06/14 12:07:53 - mmengine - INFO - Epoch(train) [2][1740/3757] lr: 5.000e-03 eta: 4:37:25 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 5.6206 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1156 loss: 1.1156 2022/06/14 12:08:00 - mmengine - INFO - Epoch(train) [2][1760/3757] lr: 5.000e-03 eta: 4:37:18 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 5.6823 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4004 loss: 1.4004 2022/06/14 12:08:06 - mmengine - INFO - Epoch(train) [2][1780/3757] lr: 5.000e-03 eta: 4:37:11 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.3076 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6694 loss: 1.6694 2022/06/14 12:08:13 - mmengine - INFO - Epoch(train) [2][1800/3757] lr: 5.000e-03 eta: 4:37:05 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 6.3659 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1011 loss: 1.1011 2022/06/14 12:08:19 - mmengine - INFO - Epoch(train) [2][1820/3757] lr: 5.000e-03 eta: 4:36:59 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3093 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3877 loss: 1.3877 2022/06/14 12:08:26 - mmengine - INFO - Epoch(train) [2][1840/3757] lr: 5.000e-03 eta: 4:36:52 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 7.5006 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3180 loss: 1.3180 2022/06/14 12:08:32 - mmengine - INFO - Epoch(train) [2][1860/3757] lr: 5.000e-03 eta: 4:36:45 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.9517 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0880 loss: 1.0880 2022/06/14 12:08:39 - mmengine - INFO - Epoch(train) [2][1880/3757] lr: 5.000e-03 eta: 4:36:38 time: 0.330 data_time: 0.005 memory: 15235 grad_norm: 5.7756 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3745 loss: 1.3745 2022/06/14 12:08:46 - mmengine - INFO - Epoch(train) [2][1900/3757] lr: 5.000e-03 eta: 4:36:31 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.4880 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7092 loss: 1.7092 2022/06/14 12:08:52 - mmengine - INFO - Epoch(train) [2][1920/3757] lr: 5.000e-03 eta: 4:36:25 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.7090 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9191 loss: 0.9191 2022/06/14 12:08:59 - mmengine - INFO - Epoch(train) [2][1940/3757] lr: 5.000e-03 eta: 4:36:18 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 5.6034 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0424 loss: 1.0424 2022/06/14 12:09:05 - mmengine - INFO - Epoch(train) [2][1960/3757] lr: 5.000e-03 eta: 4:36:11 time: 0.319 data_time: 0.002 memory: 15235 grad_norm: 4.6252 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9497 loss: 0.9497 2022/06/14 12:09:12 - mmengine - INFO - Epoch(train) [2][1980/3757] lr: 5.000e-03 eta: 4:36:04 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.8791 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4927 loss: 1.4927 2022/06/14 12:09:18 - mmengine - INFO - Epoch(train) [2][2000/3757] lr: 5.000e-03 eta: 4:35:58 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 6.5907 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3600 loss: 1.3600 2022/06/14 12:09:25 - mmengine - INFO - Epoch(train) [2][2020/3757] lr: 5.000e-03 eta: 4:35:51 time: 0.320 data_time: 0.003 memory: 15235 grad_norm: 5.0365 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1899 loss: 1.1899 2022/06/14 12:09:31 - mmengine - INFO - Epoch(train) [2][2040/3757] lr: 5.000e-03 eta: 4:35:45 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.4804 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2825 loss: 1.2825 2022/06/14 12:09:38 - mmengine - INFO - Epoch(train) [2][2060/3757] lr: 5.000e-03 eta: 4:35:38 time: 0.338 data_time: 0.013 memory: 15235 grad_norm: 6.3693 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6629 loss: 1.6629 2022/06/14 12:09:44 - mmengine - INFO - Epoch(train) [2][2080/3757] lr: 5.000e-03 eta: 4:35:31 time: 0.329 data_time: 0.010 memory: 15235 grad_norm: 6.4116 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2500 loss: 1.2500 2022/06/14 12:09:51 - mmengine - INFO - Epoch(train) [2][2100/3757] lr: 5.000e-03 eta: 4:35:24 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 5.1328 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9088 loss: 0.9088 2022/06/14 12:09:57 - mmengine - INFO - Epoch(train) [2][2120/3757] lr: 5.000e-03 eta: 4:35:17 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.3670 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4198 loss: 1.4198 2022/06/14 12:10:04 - mmengine - INFO - Epoch(train) [2][2140/3757] lr: 5.000e-03 eta: 4:35:10 time: 0.329 data_time: 0.009 memory: 15235 grad_norm: 5.9874 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4535 loss: 1.4535 2022/06/14 12:10:10 - mmengine - INFO - Epoch(train) [2][2160/3757] lr: 5.000e-03 eta: 4:35:05 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.6881 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2810 loss: 1.2810 2022/06/14 12:10:17 - mmengine - INFO - Epoch(train) [2][2180/3757] lr: 5.000e-03 eta: 4:34:58 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 6.6713 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1941 loss: 1.1941 2022/06/14 12:10:24 - mmengine - INFO - Epoch(train) [2][2200/3757] lr: 5.000e-03 eta: 4:34:52 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.0094 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1742 loss: 1.1742 2022/06/14 12:10:30 - mmengine - INFO - Epoch(train) [2][2220/3757] lr: 5.000e-03 eta: 4:34:46 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 5.1027 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9735 loss: 0.9735 2022/06/14 12:10:37 - mmengine - INFO - Epoch(train) [2][2240/3757] lr: 5.000e-03 eta: 4:34:39 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.1419 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5491 loss: 1.5491 2022/06/14 12:10:38 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:10:43 - mmengine - INFO - Epoch(train) [2][2260/3757] lr: 5.000e-03 eta: 4:34:32 time: 0.324 data_time: 0.005 memory: 15235 grad_norm: 4.7581 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0020 loss: 1.0020 2022/06/14 12:10:50 - mmengine - INFO - Epoch(train) [2][2280/3757] lr: 5.000e-03 eta: 4:34:25 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.7488 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1398 loss: 1.1398 2022/06/14 12:10:56 - mmengine - INFO - Epoch(train) [2][2300/3757] lr: 5.000e-03 eta: 4:34:18 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 5.8553 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2603 loss: 1.2603 2022/06/14 12:11:03 - mmengine - INFO - Epoch(train) [2][2320/3757] lr: 5.000e-03 eta: 4:34:11 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.5654 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2483 loss: 1.2483 2022/06/14 12:11:09 - mmengine - INFO - Epoch(train) [2][2340/3757] lr: 5.000e-03 eta: 4:34:04 time: 0.314 data_time: 0.003 memory: 15235 grad_norm: 5.8365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2029 loss: 1.2029 2022/06/14 12:11:16 - mmengine - INFO - Epoch(train) [2][2360/3757] lr: 5.000e-03 eta: 4:33:57 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.8760 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3328 loss: 1.3328 2022/06/14 12:11:22 - mmengine - INFO - Epoch(train) [2][2380/3757] lr: 5.000e-03 eta: 4:33:50 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.1259 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2368 loss: 1.2368 2022/06/14 12:11:29 - mmengine - INFO - Epoch(train) [2][2400/3757] lr: 5.000e-03 eta: 4:33:44 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 7.1666 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1626 loss: 1.1626 2022/06/14 12:11:35 - mmengine - INFO - Epoch(train) [2][2420/3757] lr: 5.000e-03 eta: 4:33:37 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.9418 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6148 loss: 1.6148 2022/06/14 12:11:42 - mmengine - INFO - Epoch(train) [2][2440/3757] lr: 5.000e-03 eta: 4:33:30 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.9651 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3318 loss: 1.3318 2022/06/14 12:11:48 - mmengine - INFO - Epoch(train) [2][2460/3757] lr: 5.000e-03 eta: 4:33:24 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.3639 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8253 loss: 0.8253 2022/06/14 12:11:55 - mmengine - INFO - Epoch(train) [2][2480/3757] lr: 5.000e-03 eta: 4:33:17 time: 0.323 data_time: 0.010 memory: 15235 grad_norm: 6.0633 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1010 loss: 1.1010 2022/06/14 12:12:01 - mmengine - INFO - Epoch(train) [2][2500/3757] lr: 5.000e-03 eta: 4:33:11 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1674 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8587 loss: 0.8587 2022/06/14 12:12:08 - mmengine - INFO - Epoch(train) [2][2520/3757] lr: 5.000e-03 eta: 4:33:04 time: 0.325 data_time: 0.013 memory: 15235 grad_norm: 5.8124 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2173 loss: 1.2173 2022/06/14 12:12:14 - mmengine - INFO - Epoch(train) [2][2540/3757] lr: 5.000e-03 eta: 4:32:57 time: 0.324 data_time: 0.005 memory: 15235 grad_norm: 5.7470 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3617 loss: 1.3617 2022/06/14 12:12:21 - mmengine - INFO - Epoch(train) [2][2560/3757] lr: 5.000e-03 eta: 4:32:50 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 7.2763 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.0859 loss: 1.0859 2022/06/14 12:12:27 - mmengine - INFO - Epoch(train) [2][2580/3757] lr: 5.000e-03 eta: 4:32:44 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.8444 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3079 loss: 1.3079 2022/06/14 12:12:34 - mmengine - INFO - Epoch(train) [2][2600/3757] lr: 5.000e-03 eta: 4:32:37 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.1214 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1598 loss: 1.1598 2022/06/14 12:12:40 - mmengine - INFO - Epoch(train) [2][2620/3757] lr: 5.000e-03 eta: 4:32:30 time: 0.317 data_time: 0.019 memory: 15235 grad_norm: 6.3397 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2851 loss: 1.2851 2022/06/14 12:12:47 - mmengine - INFO - Epoch(train) [2][2640/3757] lr: 5.000e-03 eta: 4:32:23 time: 0.335 data_time: 0.009 memory: 15235 grad_norm: 6.0204 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2809 loss: 1.2809 2022/06/14 12:12:53 - mmengine - INFO - Epoch(train) [2][2660/3757] lr: 5.000e-03 eta: 4:32:17 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.7372 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8537 loss: 0.8537 2022/06/14 12:13:00 - mmengine - INFO - Epoch(train) [2][2680/3757] lr: 5.000e-03 eta: 4:32:10 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.5793 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5702 loss: 1.5702 2022/06/14 12:13:07 - mmengine - INFO - Epoch(train) [2][2700/3757] lr: 5.000e-03 eta: 4:32:03 time: 0.322 data_time: 0.011 memory: 15235 grad_norm: 6.2325 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5372 loss: 1.5372 2022/06/14 12:13:13 - mmengine - INFO - Epoch(train) [2][2720/3757] lr: 5.000e-03 eta: 4:31:56 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 6.0672 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1030 loss: 1.1030 2022/06/14 12:13:20 - mmengine - INFO - Epoch(train) [2][2740/3757] lr: 5.000e-03 eta: 4:31:49 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.5759 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2901 loss: 1.2901 2022/06/14 12:13:26 - mmengine - INFO - Epoch(train) [2][2760/3757] lr: 5.000e-03 eta: 4:31:43 time: 0.322 data_time: 0.008 memory: 15235 grad_norm: 5.0155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3815 loss: 1.3815 2022/06/14 12:13:33 - mmengine - INFO - Epoch(train) [2][2780/3757] lr: 5.000e-03 eta: 4:31:36 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.7103 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2885 loss: 1.2885 2022/06/14 12:13:39 - mmengine - INFO - Epoch(train) [2][2800/3757] lr: 5.000e-03 eta: 4:31:30 time: 0.322 data_time: 0.005 memory: 15235 grad_norm: 6.9056 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4223 loss: 1.4223 2022/06/14 12:13:46 - mmengine - INFO - Epoch(train) [2][2820/3757] lr: 5.000e-03 eta: 4:31:23 time: 0.326 data_time: 0.044 memory: 15235 grad_norm: 5.4471 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3393 loss: 1.3393 2022/06/14 12:13:52 - mmengine - INFO - Epoch(train) [2][2840/3757] lr: 5.000e-03 eta: 4:31:16 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 6.1423 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0945 loss: 1.0945 2022/06/14 12:13:59 - mmengine - INFO - Epoch(train) [2][2860/3757] lr: 5.000e-03 eta: 4:31:09 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.5405 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0735 loss: 1.0735 2022/06/14 12:14:05 - mmengine - INFO - Epoch(train) [2][2880/3757] lr: 5.000e-03 eta: 4:31:03 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 7.2911 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9545 loss: 0.9545 2022/06/14 12:14:12 - mmengine - INFO - Epoch(train) [2][2900/3757] lr: 5.000e-03 eta: 4:30:56 time: 0.317 data_time: 0.024 memory: 15235 grad_norm: 5.2190 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0712 loss: 1.0712 2022/06/14 12:14:18 - mmengine - INFO - Epoch(train) [2][2920/3757] lr: 5.000e-03 eta: 4:30:49 time: 0.335 data_time: 0.014 memory: 15235 grad_norm: 5.2231 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2229 loss: 1.2229 2022/06/14 12:14:25 - mmengine - INFO - Epoch(train) [2][2940/3757] lr: 5.000e-03 eta: 4:30:42 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 6.2973 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9482 loss: 0.9482 2022/06/14 12:14:31 - mmengine - INFO - Epoch(train) [2][2960/3757] lr: 5.000e-03 eta: 4:30:37 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 4.2943 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2452 loss: 1.2452 2022/06/14 12:14:38 - mmengine - INFO - Epoch(train) [2][2980/3757] lr: 5.000e-03 eta: 4:30:30 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 5.8880 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0445 loss: 1.0445 2022/06/14 12:14:45 - mmengine - INFO - Epoch(train) [2][3000/3757] lr: 5.000e-03 eta: 4:30:24 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 6.1251 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2998 loss: 1.2998 2022/06/14 12:14:51 - mmengine - INFO - Epoch(train) [2][3020/3757] lr: 5.000e-03 eta: 4:30:19 time: 0.319 data_time: 0.003 memory: 15235 grad_norm: 5.2232 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.1330 loss: 1.1330 2022/06/14 12:14:58 - mmengine - INFO - Epoch(train) [2][3040/3757] lr: 5.000e-03 eta: 4:30:12 time: 0.327 data_time: 0.041 memory: 15235 grad_norm: 4.4624 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8314 loss: 0.8314 2022/06/14 12:15:04 - mmengine - INFO - Epoch(train) [2][3060/3757] lr: 5.000e-03 eta: 4:30:05 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.2158 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2327 loss: 1.2327 2022/06/14 12:15:11 - mmengine - INFO - Epoch(train) [2][3080/3757] lr: 5.000e-03 eta: 4:29:59 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 7.4733 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5121 loss: 1.5121 2022/06/14 12:15:17 - mmengine - INFO - Epoch(train) [2][3100/3757] lr: 5.000e-03 eta: 4:29:52 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 5.2486 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1175 loss: 1.1175 2022/06/14 12:15:24 - mmengine - INFO - Epoch(train) [2][3120/3757] lr: 5.000e-03 eta: 4:29:45 time: 0.336 data_time: 0.002 memory: 15235 grad_norm: 4.8751 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3809 loss: 1.3809 2022/06/14 12:15:30 - mmengine - INFO - Epoch(train) [2][3140/3757] lr: 5.000e-03 eta: 4:29:38 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 6.4300 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0962 loss: 1.0962 2022/06/14 12:15:37 - mmengine - INFO - Epoch(train) [2][3160/3757] lr: 5.000e-03 eta: 4:29:31 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.3305 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9137 loss: 0.9137 2022/06/14 12:15:43 - mmengine - INFO - Epoch(train) [2][3180/3757] lr: 5.000e-03 eta: 4:29:25 time: 0.320 data_time: 0.005 memory: 15235 grad_norm: 6.6759 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0231 loss: 1.0231 2022/06/14 12:15:50 - mmengine - INFO - Epoch(train) [2][3200/3757] lr: 5.000e-03 eta: 4:29:18 time: 0.319 data_time: 0.008 memory: 15235 grad_norm: 4.9372 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9512 loss: 0.9512 2022/06/14 12:15:56 - mmengine - INFO - Epoch(train) [2][3220/3757] lr: 5.000e-03 eta: 4:29:11 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.8165 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0201 loss: 1.0201 2022/06/14 12:16:03 - mmengine - INFO - Epoch(train) [2][3240/3757] lr: 5.000e-03 eta: 4:29:04 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 5.8959 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0516 loss: 1.0516 2022/06/14 12:16:04 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:16:10 - mmengine - INFO - Epoch(train) [2][3260/3757] lr: 5.000e-03 eta: 4:28:59 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 5.2187 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2953 loss: 1.2953 2022/06/14 12:16:16 - mmengine - INFO - Epoch(train) [2][3280/3757] lr: 5.000e-03 eta: 4:28:52 time: 0.322 data_time: 0.005 memory: 15235 grad_norm: 4.0758 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9948 loss: 0.9948 2022/06/14 12:16:23 - mmengine - INFO - Epoch(train) [2][3300/3757] lr: 5.000e-03 eta: 4:28:45 time: 0.324 data_time: 0.012 memory: 15235 grad_norm: 5.0685 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2311 loss: 1.2311 2022/06/14 12:16:29 - mmengine - INFO - Epoch(train) [2][3320/3757] lr: 5.000e-03 eta: 4:28:38 time: 0.317 data_time: 0.025 memory: 15235 grad_norm: 7.1235 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9071 loss: 0.9071 2022/06/14 12:16:36 - mmengine - INFO - Epoch(train) [2][3340/3757] lr: 5.000e-03 eta: 4:28:31 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.8962 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2494 loss: 1.2494 2022/06/14 12:16:42 - mmengine - INFO - Epoch(train) [2][3360/3757] lr: 5.000e-03 eta: 4:28:25 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 5.2899 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0836 loss: 1.0836 2022/06/14 12:16:49 - mmengine - INFO - Epoch(train) [2][3380/3757] lr: 5.000e-03 eta: 4:28:18 time: 0.327 data_time: 0.010 memory: 15235 grad_norm: 5.3937 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1002 loss: 1.1002 2022/06/14 12:16:55 - mmengine - INFO - Epoch(train) [2][3400/3757] lr: 5.000e-03 eta: 4:28:11 time: 0.318 data_time: 0.006 memory: 15235 grad_norm: 5.2196 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3054 loss: 1.3054 2022/06/14 12:17:02 - mmengine - INFO - Epoch(train) [2][3420/3757] lr: 5.000e-03 eta: 4:28:04 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 7.0266 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3305 loss: 1.3305 2022/06/14 12:17:08 - mmengine - INFO - Epoch(train) [2][3440/3757] lr: 5.000e-03 eta: 4:27:58 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.3349 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2334 loss: 1.2334 2022/06/14 12:17:15 - mmengine - INFO - Epoch(train) [2][3460/3757] lr: 5.000e-03 eta: 4:27:51 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 6.9347 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3265 loss: 1.3265 2022/06/14 12:17:21 - mmengine - INFO - Epoch(train) [2][3480/3757] lr: 5.000e-03 eta: 4:27:44 time: 0.319 data_time: 0.004 memory: 15235 grad_norm: 5.1081 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7275 loss: 0.7275 2022/06/14 12:17:28 - mmengine - INFO - Epoch(train) [2][3500/3757] lr: 5.000e-03 eta: 4:27:38 time: 0.317 data_time: 0.036 memory: 15235 grad_norm: 6.0289 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2765 loss: 1.2765 2022/06/14 12:17:34 - mmengine - INFO - Epoch(train) [2][3520/3757] lr: 5.000e-03 eta: 4:27:32 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9206 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8212 loss: 0.8212 2022/06/14 12:17:41 - mmengine - INFO - Epoch(train) [2][3540/3757] lr: 5.000e-03 eta: 4:27:25 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.8832 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4665 loss: 1.4665 2022/06/14 12:17:47 - mmengine - INFO - Epoch(train) [2][3560/3757] lr: 5.000e-03 eta: 4:27:18 time: 0.325 data_time: 0.010 memory: 15235 grad_norm: 6.8049 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9654 loss: 0.9654 2022/06/14 12:17:54 - mmengine - INFO - Epoch(train) [2][3580/3757] lr: 5.000e-03 eta: 4:27:11 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 5.2306 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1668 loss: 1.1668 2022/06/14 12:18:00 - mmengine - INFO - Epoch(train) [2][3600/3757] lr: 5.000e-03 eta: 4:27:05 time: 0.317 data_time: 0.008 memory: 15235 grad_norm: 6.1753 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0410 loss: 1.0410 2022/06/14 12:18:07 - mmengine - INFO - Epoch(train) [2][3620/3757] lr: 5.000e-03 eta: 4:26:58 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 6.9464 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2395 loss: 1.2395 2022/06/14 12:18:13 - mmengine - INFO - Epoch(train) [2][3640/3757] lr: 5.000e-03 eta: 4:26:51 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 6.3268 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2345 loss: 1.2345 2022/06/14 12:18:20 - mmengine - INFO - Epoch(train) [2][3660/3757] lr: 5.000e-03 eta: 4:26:44 time: 0.323 data_time: 0.017 memory: 15235 grad_norm: 6.3656 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3490 loss: 1.3490 2022/06/14 12:18:26 - mmengine - INFO - Epoch(train) [2][3680/3757] lr: 5.000e-03 eta: 4:26:38 time: 0.323 data_time: 0.008 memory: 15235 grad_norm: 8.2475 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8769 loss: 0.8769 2022/06/14 12:18:33 - mmengine - INFO - Epoch(train) [2][3700/3757] lr: 5.000e-03 eta: 4:26:31 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1226 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2092 loss: 1.2092 2022/06/14 12:18:39 - mmengine - INFO - Epoch(train) [2][3720/3757] lr: 5.000e-03 eta: 4:26:24 time: 0.324 data_time: 0.014 memory: 15235 grad_norm: 4.7014 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1148 loss: 1.1148 2022/06/14 12:18:46 - mmengine - INFO - Epoch(train) [2][3740/3757] lr: 5.000e-03 eta: 4:26:16 time: 0.313 data_time: 0.005 memory: 15235 grad_norm: 6.4577 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2462 loss: 1.2462 2022/06/14 12:18:51 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:19:00 - mmengine - INFO - Epoch(val) [2][20/310] eta: 0:01:46 time: 0.097 data_time: 0.001 memory: 15235 2022/06/14 12:19:05 - mmengine - INFO - Epoch(val) [2][40/310] eta: 0:01:35 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 12:19:09 - mmengine - INFO - Epoch(val) [2][60/310] eta: 0:00:25 time: 0.106 data_time: 0.003 memory: 2470 2022/06/14 12:19:14 - mmengine - INFO - Epoch(val) [2][80/310] eta: 0:00:21 time: 0.091 data_time: 0.002 memory: 2470 2022/06/14 12:19:21 - mmengine - INFO - Epoch(val) [2][100/310] eta: 0:01:20 time: 0.095 data_time: 0.002 memory: 2470 2022/06/14 12:19:26 - mmengine - INFO - Epoch(val) [2][120/310] eta: 0:01:11 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 12:19:31 - mmengine - INFO - Epoch(val) [2][140/310] eta: 0:00:15 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 12:19:35 - mmengine - INFO - Epoch(val) [2][160/310] eta: 0:00:16 time: 0.113 data_time: 0.014 memory: 2470 2022/06/14 12:19:42 - mmengine - INFO - Epoch(val) [2][180/310] eta: 0:00:44 time: 0.088 data_time: 0.002 memory: 2470 2022/06/14 12:19:47 - mmengine - INFO - Epoch(val) [2][200/310] eta: 0:00:40 time: 0.088 data_time: 0.001 memory: 2470 2022/06/14 12:19:52 - mmengine - INFO - Epoch(val) [2][220/310] eta: 0:00:08 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 12:19:56 - mmengine - INFO - Epoch(val) [2][240/310] eta: 0:00:06 time: 0.086 data_time: 0.002 memory: 2470 2022/06/14 12:20:04 - mmengine - INFO - Epoch(val) [2][260/310] eta: 0:00:19 time: 0.097 data_time: 0.003 memory: 2470 2022/06/14 12:20:09 - mmengine - INFO - Epoch(val) [2][280/310] eta: 0:00:13 time: 0.086 data_time: 0.001 memory: 2470 2022/06/14 12:20:12 - mmengine - INFO - Epoch(val) [2][300/310] eta: 0:00:01 time: 0.089 data_time: 0.001 memory: 2470 2022/06/14 12:20:15 - mmengine - INFO - Epoch(val) [2][310/310] acc/top1: 0.7066 acc/top5: 0.9030 acc/mean1: 0.7066 2022/06/14 12:20:26 - mmengine - INFO - Epoch(train) [3][20/3757] lr: 5.000e-03 eta: 4:26:18 time: 0.328 data_time: 0.003 memory: 15235 grad_norm: 5.5985 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3437 loss: 1.3437 2022/06/14 12:20:33 - mmengine - INFO - Epoch(train) [3][40/3757] lr: 5.000e-03 eta: 4:26:13 time: 0.333 data_time: 0.040 memory: 15235 grad_norm: 5.7293 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9246 loss: 0.9246 2022/06/14 12:20:39 - mmengine - INFO - Epoch(train) [3][60/3757] lr: 5.000e-03 eta: 4:26:07 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4896 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0651 loss: 1.0651 2022/06/14 12:20:46 - mmengine - INFO - Epoch(train) [3][80/3757] lr: 5.000e-03 eta: 4:26:00 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.1816 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2297 loss: 1.2297 2022/06/14 12:20:52 - mmengine - INFO - Epoch(train) [3][100/3757] lr: 5.000e-03 eta: 4:25:53 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.7182 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0942 loss: 1.0942 2022/06/14 12:20:59 - mmengine - INFO - Epoch(train) [3][120/3757] lr: 5.000e-03 eta: 4:25:47 time: 0.422 data_time: 0.008 memory: 15235 grad_norm: 5.0101 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8662 loss: 0.8662 2022/06/14 12:21:05 - mmengine - INFO - Epoch(train) [3][140/3757] lr: 5.000e-03 eta: 4:25:40 time: 0.315 data_time: 0.020 memory: 15235 grad_norm: 6.0431 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8022 loss: 0.8022 2022/06/14 12:21:12 - mmengine - INFO - Epoch(train) [3][160/3757] lr: 5.000e-03 eta: 4:25:33 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 5.3090 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7671 loss: 0.7671 2022/06/14 12:21:18 - mmengine - INFO - Epoch(train) [3][180/3757] lr: 5.000e-03 eta: 4:25:26 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8243 loss: 0.8243 2022/06/14 12:21:25 - mmengine - INFO - Epoch(train) [3][200/3757] lr: 5.000e-03 eta: 4:25:19 time: 0.318 data_time: 0.007 memory: 15235 grad_norm: 5.4393 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0514 loss: 1.0514 2022/06/14 12:21:31 - mmengine - INFO - Epoch(train) [3][220/3757] lr: 5.000e-03 eta: 4:25:12 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.1663 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9751 loss: 0.9751 2022/06/14 12:21:38 - mmengine - INFO - Epoch(train) [3][240/3757] lr: 5.000e-03 eta: 4:25:06 time: 0.329 data_time: 0.002 memory: 15235 grad_norm: 5.6536 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3002 loss: 1.3002 2022/06/14 12:21:44 - mmengine - INFO - Epoch(train) [3][260/3757] lr: 5.000e-03 eta: 4:24:59 time: 0.349 data_time: 0.006 memory: 15235 grad_norm: 5.8654 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9828 loss: 0.9828 2022/06/14 12:21:51 - mmengine - INFO - Epoch(train) [3][280/3757] lr: 5.000e-03 eta: 4:24:52 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.6943 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7766 loss: 0.7766 2022/06/14 12:21:57 - mmengine - INFO - Epoch(train) [3][300/3757] lr: 5.000e-03 eta: 4:24:46 time: 0.330 data_time: 0.005 memory: 15235 grad_norm: 5.8744 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1320 loss: 1.1320 2022/06/14 12:22:04 - mmengine - INFO - Epoch(train) [3][320/3757] lr: 5.000e-03 eta: 4:24:39 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.9730 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2465 loss: 1.2465 2022/06/14 12:22:11 - mmengine - INFO - Epoch(train) [3][340/3757] lr: 5.000e-03 eta: 4:24:33 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 6.8104 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0732 loss: 1.0732 2022/06/14 12:22:17 - mmengine - INFO - Epoch(train) [3][360/3757] lr: 5.000e-03 eta: 4:24:27 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 4.5244 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7081 loss: 0.7081 2022/06/14 12:22:24 - mmengine - INFO - Epoch(train) [3][380/3757] lr: 5.000e-03 eta: 4:24:20 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6994 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9873 loss: 0.9873 2022/06/14 12:22:30 - mmengine - INFO - Epoch(train) [3][400/3757] lr: 5.000e-03 eta: 4:24:14 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.0338 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8810 loss: 0.8810 2022/06/14 12:22:37 - mmengine - INFO - Epoch(train) [3][420/3757] lr: 5.000e-03 eta: 4:24:07 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.9788 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9133 loss: 0.9133 2022/06/14 12:22:43 - mmengine - INFO - Epoch(train) [3][440/3757] lr: 5.000e-03 eta: 4:24:01 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.1012 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0422 loss: 1.0422 2022/06/14 12:22:50 - mmengine - INFO - Epoch(train) [3][460/3757] lr: 5.000e-03 eta: 4:23:55 time: 0.325 data_time: 0.008 memory: 15235 grad_norm: 6.8623 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7181 loss: 0.7181 2022/06/14 12:22:57 - mmengine - INFO - Epoch(train) [3][480/3757] lr: 5.000e-03 eta: 4:23:48 time: 0.329 data_time: 0.009 memory: 15235 grad_norm: 5.2585 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 0.9475 loss: 0.9475 2022/06/14 12:22:59 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:23:03 - mmengine - INFO - Epoch(train) [3][500/3757] lr: 5.000e-03 eta: 4:23:41 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.3356 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.1243 loss: 1.1243 2022/06/14 12:23:10 - mmengine - INFO - Epoch(train) [3][520/3757] lr: 5.000e-03 eta: 4:23:35 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.8521 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0825 loss: 1.0825 2022/06/14 12:23:16 - mmengine - INFO - Epoch(train) [3][540/3757] lr: 5.000e-03 eta: 4:23:28 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.0029 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8816 loss: 0.8816 2022/06/14 12:23:23 - mmengine - INFO - Epoch(train) [3][560/3757] lr: 5.000e-03 eta: 4:23:21 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1408 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0336 loss: 1.0336 2022/06/14 12:23:29 - mmengine - INFO - Epoch(train) [3][580/3757] lr: 5.000e-03 eta: 4:23:14 time: 0.331 data_time: 0.003 memory: 15235 grad_norm: 6.7692 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8801 loss: 0.8801 2022/06/14 12:23:36 - mmengine - INFO - Epoch(train) [3][600/3757] lr: 5.000e-03 eta: 4:23:08 time: 0.320 data_time: 0.003 memory: 15235 grad_norm: 7.3146 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7834 loss: 0.7834 2022/06/14 12:23:42 - mmengine - INFO - Epoch(train) [3][620/3757] lr: 5.000e-03 eta: 4:23:01 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1827 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2043 loss: 1.2043 2022/06/14 12:23:49 - mmengine - INFO - Epoch(train) [3][640/3757] lr: 5.000e-03 eta: 4:22:55 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.0678 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0984 loss: 1.0984 2022/06/14 12:23:55 - mmengine - INFO - Epoch(train) [3][660/3757] lr: 5.000e-03 eta: 4:22:48 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.4903 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9436 loss: 0.9436 2022/06/14 12:24:02 - mmengine - INFO - Epoch(train) [3][680/3757] lr: 5.000e-03 eta: 4:22:41 time: 0.325 data_time: 0.002 memory: 15235 grad_norm: 5.2273 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8245 loss: 0.8245 2022/06/14 12:24:08 - mmengine - INFO - Epoch(train) [3][700/3757] lr: 5.000e-03 eta: 4:22:34 time: 0.320 data_time: 0.005 memory: 15235 grad_norm: 4.6986 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4410 loss: 1.4410 2022/06/14 12:24:15 - mmengine - INFO - Epoch(train) [3][720/3757] lr: 5.000e-03 eta: 4:22:28 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.9877 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1694 loss: 1.1694 2022/06/14 12:24:21 - mmengine - INFO - Epoch(train) [3][740/3757] lr: 5.000e-03 eta: 4:22:21 time: 0.322 data_time: 0.005 memory: 15235 grad_norm: 5.1970 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0016 loss: 1.0016 2022/06/14 12:24:28 - mmengine - INFO - Epoch(train) [3][760/3757] lr: 5.000e-03 eta: 4:22:15 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.8310 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9597 loss: 0.9597 2022/06/14 12:24:34 - mmengine - INFO - Epoch(train) [3][780/3757] lr: 5.000e-03 eta: 4:22:08 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.2096 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1574 loss: 1.1574 2022/06/14 12:24:41 - mmengine - INFO - Epoch(train) [3][800/3757] lr: 5.000e-03 eta: 4:22:01 time: 0.329 data_time: 0.005 memory: 15235 grad_norm: 6.9584 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1771 loss: 1.1771 2022/06/14 12:24:47 - mmengine - INFO - Epoch(train) [3][820/3757] lr: 5.000e-03 eta: 4:21:54 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.0676 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3181 loss: 1.3181 2022/06/14 12:24:54 - mmengine - INFO - Epoch(train) [3][840/3757] lr: 5.000e-03 eta: 4:21:48 time: 0.325 data_time: 0.008 memory: 15235 grad_norm: 5.6683 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1687 loss: 1.1687 2022/06/14 12:25:00 - mmengine - INFO - Epoch(train) [3][860/3757] lr: 5.000e-03 eta: 4:21:41 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.3105 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9617 loss: 0.9617 2022/06/14 12:25:07 - mmengine - INFO - Epoch(train) [3][880/3757] lr: 5.000e-03 eta: 4:21:34 time: 0.324 data_time: 0.005 memory: 15235 grad_norm: 6.3897 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8295 loss: 0.8295 2022/06/14 12:25:13 - mmengine - INFO - Epoch(train) [3][900/3757] lr: 5.000e-03 eta: 4:21:27 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.6685 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1889 loss: 1.1889 2022/06/14 12:25:20 - mmengine - INFO - Epoch(train) [3][920/3757] lr: 5.000e-03 eta: 4:21:21 time: 0.318 data_time: 0.009 memory: 15235 grad_norm: 5.3320 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2271 loss: 1.2271 2022/06/14 12:25:26 - mmengine - INFO - Epoch(train) [3][940/3757] lr: 5.000e-03 eta: 4:21:14 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 5.4752 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1666 loss: 1.1666 2022/06/14 12:25:33 - mmengine - INFO - Epoch(train) [3][960/3757] lr: 5.000e-03 eta: 4:21:07 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.1459 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9412 loss: 0.9412 2022/06/14 12:25:40 - mmengine - INFO - Epoch(train) [3][980/3757] lr: 5.000e-03 eta: 4:21:01 time: 0.346 data_time: 0.006 memory: 15235 grad_norm: 7.1157 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2198 loss: 1.2198 2022/06/14 12:25:46 - mmengine - INFO - Epoch(train) [3][1000/3757] lr: 5.000e-03 eta: 4:20:54 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.1443 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9737 loss: 0.9737 2022/06/14 12:25:53 - mmengine - INFO - Epoch(train) [3][1020/3757] lr: 5.000e-03 eta: 4:20:47 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.4773 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9810 loss: 0.9810 2022/06/14 12:25:59 - mmengine - INFO - Epoch(train) [3][1040/3757] lr: 5.000e-03 eta: 4:20:40 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.8803 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4160 loss: 1.4160 2022/06/14 12:26:06 - mmengine - INFO - Epoch(train) [3][1060/3757] lr: 5.000e-03 eta: 4:20:33 time: 0.318 data_time: 0.006 memory: 15235 grad_norm: 5.5121 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2977 loss: 1.2977 2022/06/14 12:26:12 - mmengine - INFO - Epoch(train) [3][1080/3757] lr: 5.000e-03 eta: 4:20:27 time: 0.321 data_time: 0.002 memory: 15235 grad_norm: 6.7606 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4638 loss: 1.4638 2022/06/14 12:26:19 - mmengine - INFO - Epoch(train) [3][1100/3757] lr: 5.000e-03 eta: 4:20:20 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 6.0615 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2549 loss: 1.2549 2022/06/14 12:26:25 - mmengine - INFO - Epoch(train) [3][1120/3757] lr: 5.000e-03 eta: 4:20:14 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.8384 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9728 loss: 0.9728 2022/06/14 12:26:32 - mmengine - INFO - Epoch(train) [3][1140/3757] lr: 5.000e-03 eta: 4:20:07 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6879 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0162 loss: 1.0162 2022/06/14 12:26:38 - mmengine - INFO - Epoch(train) [3][1160/3757] lr: 5.000e-03 eta: 4:20:00 time: 0.326 data_time: 0.008 memory: 15235 grad_norm: 5.9209 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1592 loss: 1.1592 2022/06/14 12:26:45 - mmengine - INFO - Epoch(train) [3][1180/3757] lr: 5.000e-03 eta: 4:19:54 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 6.0724 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3790 loss: 1.3790 2022/06/14 12:26:51 - mmengine - INFO - Epoch(train) [3][1200/3757] lr: 5.000e-03 eta: 4:19:47 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3789 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9521 loss: 0.9521 2022/06/14 12:26:58 - mmengine - INFO - Epoch(train) [3][1220/3757] lr: 5.000e-03 eta: 4:19:40 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.5019 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0875 loss: 1.0875 2022/06/14 12:27:04 - mmengine - INFO - Epoch(train) [3][1240/3757] lr: 5.000e-03 eta: 4:19:33 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.6637 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2930 loss: 1.2930 2022/06/14 12:27:11 - mmengine - INFO - Epoch(train) [3][1260/3757] lr: 5.000e-03 eta: 4:19:27 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.8630 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2243 loss: 1.2243 2022/06/14 12:27:17 - mmengine - INFO - Epoch(train) [3][1280/3757] lr: 5.000e-03 eta: 4:19:20 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 6.7837 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2449 loss: 1.2449 2022/06/14 12:27:24 - mmengine - INFO - Epoch(train) [3][1300/3757] lr: 5.000e-03 eta: 4:19:13 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 5.5018 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8386 loss: 0.8386 2022/06/14 12:27:30 - mmengine - INFO - Epoch(train) [3][1320/3757] lr: 5.000e-03 eta: 4:19:07 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.4850 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7824 loss: 0.7824 2022/06/14 12:27:37 - mmengine - INFO - Epoch(train) [3][1340/3757] lr: 5.000e-03 eta: 4:19:00 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 5.8194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5644 loss: 1.5644 2022/06/14 12:27:43 - mmengine - INFO - Epoch(train) [3][1360/3757] lr: 5.000e-03 eta: 4:18:53 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.8474 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0251 loss: 1.0251 2022/06/14 12:27:50 - mmengine - INFO - Epoch(train) [3][1380/3757] lr: 5.000e-03 eta: 4:18:47 time: 0.320 data_time: 0.002 memory: 15235 grad_norm: 6.6437 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2065 loss: 1.2065 2022/06/14 12:27:56 - mmengine - INFO - Epoch(train) [3][1400/3757] lr: 5.000e-03 eta: 4:18:40 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.6234 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0365 loss: 1.0365 2022/06/14 12:28:03 - mmengine - INFO - Epoch(train) [3][1420/3757] lr: 5.000e-03 eta: 4:18:33 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.6759 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0525 loss: 1.0525 2022/06/14 12:28:09 - mmengine - INFO - Epoch(train) [3][1440/3757] lr: 5.000e-03 eta: 4:18:27 time: 0.331 data_time: 0.010 memory: 15235 grad_norm: 5.8195 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9433 loss: 0.9433 2022/06/14 12:28:16 - mmengine - INFO - Epoch(train) [3][1460/3757] lr: 5.000e-03 eta: 4:18:20 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.4604 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1474 loss: 1.1474 2022/06/14 12:28:22 - mmengine - INFO - Epoch(train) [3][1480/3757] lr: 5.000e-03 eta: 4:18:13 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.5923 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3523 loss: 1.3523 2022/06/14 12:28:24 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:28:29 - mmengine - INFO - Epoch(train) [3][1500/3757] lr: 5.000e-03 eta: 4:18:06 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.2568 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1139 loss: 1.1139 2022/06/14 12:28:35 - mmengine - INFO - Epoch(train) [3][1520/3757] lr: 5.000e-03 eta: 4:18:00 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 3.4102 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1587 loss: 1.1587 2022/06/14 12:28:42 - mmengine - INFO - Epoch(train) [3][1540/3757] lr: 5.000e-03 eta: 4:17:53 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.1995 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1796 loss: 1.1796 2022/06/14 12:28:48 - mmengine - INFO - Epoch(train) [3][1560/3757] lr: 5.000e-03 eta: 4:17:46 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 7.8121 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1210 loss: 1.1210 2022/06/14 12:28:55 - mmengine - INFO - Epoch(train) [3][1580/3757] lr: 5.000e-03 eta: 4:17:40 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0396 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1495 loss: 1.1495 2022/06/14 12:29:02 - mmengine - INFO - Epoch(train) [3][1600/3757] lr: 5.000e-03 eta: 4:17:33 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.3495 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3090 loss: 1.3090 2022/06/14 12:29:08 - mmengine - INFO - Epoch(train) [3][1620/3757] lr: 5.000e-03 eta: 4:17:26 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 6.4549 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1916 loss: 1.1916 2022/06/14 12:29:15 - mmengine - INFO - Epoch(train) [3][1640/3757] lr: 5.000e-03 eta: 4:17:20 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.0175 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2081 loss: 1.2081 2022/06/14 12:29:21 - mmengine - INFO - Epoch(train) [3][1660/3757] lr: 5.000e-03 eta: 4:17:13 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 5.8024 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2207 loss: 1.2207 2022/06/14 12:29:28 - mmengine - INFO - Epoch(train) [3][1680/3757] lr: 5.000e-03 eta: 4:17:06 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.8395 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0776 loss: 1.0776 2022/06/14 12:29:34 - mmengine - INFO - Epoch(train) [3][1700/3757] lr: 5.000e-03 eta: 4:17:00 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.6953 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3221 loss: 1.3221 2022/06/14 12:29:41 - mmengine - INFO - Epoch(train) [3][1720/3757] lr: 5.000e-03 eta: 4:16:53 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.4081 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9501 loss: 0.9501 2022/06/14 12:29:47 - mmengine - INFO - Epoch(train) [3][1740/3757] lr: 5.000e-03 eta: 4:16:46 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.2807 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1886 loss: 1.1886 2022/06/14 12:29:54 - mmengine - INFO - Epoch(train) [3][1760/3757] lr: 5.000e-03 eta: 4:16:40 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.2700 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0636 loss: 1.0636 2022/06/14 12:30:00 - mmengine - INFO - Epoch(train) [3][1780/3757] lr: 5.000e-03 eta: 4:16:33 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.5365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4388 loss: 1.4388 2022/06/14 12:30:07 - mmengine - INFO - Epoch(train) [3][1800/3757] lr: 5.000e-03 eta: 4:16:26 time: 0.325 data_time: 0.008 memory: 15235 grad_norm: 3.9871 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9209 loss: 0.9209 2022/06/14 12:30:13 - mmengine - INFO - Epoch(train) [3][1820/3757] lr: 5.000e-03 eta: 4:16:20 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 6.1536 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1869 loss: 1.1869 2022/06/14 12:30:20 - mmengine - INFO - Epoch(train) [3][1840/3757] lr: 5.000e-03 eta: 4:16:13 time: 0.329 data_time: 0.040 memory: 15235 grad_norm: 6.1002 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8704 loss: 0.8704 2022/06/14 12:30:26 - mmengine - INFO - Epoch(train) [3][1860/3757] lr: 5.000e-03 eta: 4:16:06 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.8253 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8428 loss: 0.8428 2022/06/14 12:30:33 - mmengine - INFO - Epoch(train) [3][1880/3757] lr: 5.000e-03 eta: 4:15:59 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5423 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1124 loss: 1.1124 2022/06/14 12:30:39 - mmengine - INFO - Epoch(train) [3][1900/3757] lr: 5.000e-03 eta: 4:15:52 time: 0.321 data_time: 0.040 memory: 15235 grad_norm: 5.0645 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8709 loss: 0.8709 2022/06/14 12:30:46 - mmengine - INFO - Epoch(train) [3][1920/3757] lr: 5.000e-03 eta: 4:15:46 time: 0.320 data_time: 0.005 memory: 15235 grad_norm: 6.6503 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4478 loss: 1.4478 2022/06/14 12:30:52 - mmengine - INFO - Epoch(train) [3][1940/3757] lr: 5.000e-03 eta: 4:15:39 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 4.4748 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0995 loss: 1.0995 2022/06/14 12:30:59 - mmengine - INFO - Epoch(train) [3][1960/3757] lr: 5.000e-03 eta: 4:15:32 time: 0.322 data_time: 0.005 memory: 15235 grad_norm: 5.9140 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1593 loss: 1.1593 2022/06/14 12:31:05 - mmengine - INFO - Epoch(train) [3][1980/3757] lr: 5.000e-03 eta: 4:15:26 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6493 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3934 loss: 1.3934 2022/06/14 12:31:12 - mmengine - INFO - Epoch(train) [3][2000/3757] lr: 5.000e-03 eta: 4:15:19 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.6437 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7368 loss: 0.7368 2022/06/14 12:31:18 - mmengine - INFO - Epoch(train) [3][2020/3757] lr: 5.000e-03 eta: 4:15:12 time: 0.330 data_time: 0.005 memory: 15235 grad_norm: 4.9848 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3785 loss: 1.3785 2022/06/14 12:31:25 - mmengine - INFO - Epoch(train) [3][2040/3757] lr: 5.000e-03 eta: 4:15:05 time: 0.316 data_time: 0.007 memory: 15235 grad_norm: 6.1496 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1185 loss: 1.1185 2022/06/14 12:31:31 - mmengine - INFO - Epoch(train) [3][2060/3757] lr: 5.000e-03 eta: 4:14:59 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 6.5507 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0099 loss: 1.0099 2022/06/14 12:31:38 - mmengine - INFO - Epoch(train) [3][2080/3757] lr: 5.000e-03 eta: 4:14:52 time: 0.323 data_time: 0.014 memory: 15235 grad_norm: 4.5633 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9221 loss: 0.9221 2022/06/14 12:31:45 - mmengine - INFO - Epoch(train) [3][2100/3757] lr: 5.000e-03 eta: 4:14:46 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.5909 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9979 loss: 0.9979 2022/06/14 12:31:51 - mmengine - INFO - Epoch(train) [3][2120/3757] lr: 5.000e-03 eta: 4:14:40 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.1481 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8526 loss: 0.8526 2022/06/14 12:31:58 - mmengine - INFO - Epoch(train) [3][2140/3757] lr: 5.000e-03 eta: 4:14:33 time: 0.317 data_time: 0.021 memory: 15235 grad_norm: 5.8522 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9986 loss: 0.9986 2022/06/14 12:32:04 - mmengine - INFO - Epoch(train) [3][2160/3757] lr: 5.000e-03 eta: 4:14:27 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 5.4358 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7981 loss: 0.7981 2022/06/14 12:32:11 - mmengine - INFO - Epoch(train) [3][2180/3757] lr: 5.000e-03 eta: 4:14:20 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.7357 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.2953 loss: 1.2953 2022/06/14 12:32:17 - mmengine - INFO - Epoch(train) [3][2200/3757] lr: 5.000e-03 eta: 4:14:14 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 5.5539 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0340 loss: 1.0340 2022/06/14 12:32:24 - mmengine - INFO - Epoch(train) [3][2220/3757] lr: 5.000e-03 eta: 4:14:08 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.8148 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.6666 loss: 0.6666 2022/06/14 12:32:30 - mmengine - INFO - Epoch(train) [3][2240/3757] lr: 5.000e-03 eta: 4:14:01 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.0597 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1264 loss: 1.1264 2022/06/14 12:32:37 - mmengine - INFO - Epoch(train) [3][2260/3757] lr: 5.000e-03 eta: 4:13:54 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5263 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1201 loss: 1.1201 2022/06/14 12:32:43 - mmengine - INFO - Epoch(train) [3][2280/3757] lr: 5.000e-03 eta: 4:13:48 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.1148 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0243 loss: 1.0243 2022/06/14 12:32:50 - mmengine - INFO - Epoch(train) [3][2300/3757] lr: 5.000e-03 eta: 4:13:41 time: 0.344 data_time: 0.003 memory: 15235 grad_norm: 5.5301 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0252 loss: 1.0252 2022/06/14 12:32:56 - mmengine - INFO - Epoch(train) [3][2320/3757] lr: 5.000e-03 eta: 4:13:34 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.3765 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2461 loss: 1.2461 2022/06/14 12:33:03 - mmengine - INFO - Epoch(train) [3][2340/3757] lr: 5.000e-03 eta: 4:13:27 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4973 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2868 loss: 1.2868 2022/06/14 12:33:09 - mmengine - INFO - Epoch(train) [3][2360/3757] lr: 5.000e-03 eta: 4:13:21 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 4.5817 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8947 loss: 0.8947 2022/06/14 12:33:16 - mmengine - INFO - Epoch(train) [3][2380/3757] lr: 5.000e-03 eta: 4:13:14 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7086 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9156 loss: 0.9156 2022/06/14 12:33:23 - mmengine - INFO - Epoch(train) [3][2400/3757] lr: 5.000e-03 eta: 4:13:08 time: 0.318 data_time: 0.023 memory: 15235 grad_norm: 5.3631 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8413 loss: 0.8413 2022/06/14 12:33:29 - mmengine - INFO - Epoch(train) [3][2420/3757] lr: 5.000e-03 eta: 4:13:01 time: 0.331 data_time: 0.005 memory: 15235 grad_norm: 5.8783 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2556 loss: 1.2556 2022/06/14 12:33:36 - mmengine - INFO - Epoch(train) [3][2440/3757] lr: 5.000e-03 eta: 4:12:54 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 6.5879 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1052 loss: 1.1052 2022/06/14 12:33:42 - mmengine - INFO - Epoch(train) [3][2460/3757] lr: 5.000e-03 eta: 4:12:48 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.8776 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2494 loss: 1.2494 2022/06/14 12:33:49 - mmengine - INFO - Epoch(train) [3][2480/3757] lr: 5.000e-03 eta: 4:12:41 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 6.1241 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9284 loss: 0.9284 2022/06/14 12:33:51 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:33:55 - mmengine - INFO - Epoch(train) [3][2500/3757] lr: 5.000e-03 eta: 4:12:34 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.6871 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1878 loss: 1.1878 2022/06/14 12:34:02 - mmengine - INFO - Epoch(train) [3][2520/3757] lr: 5.000e-03 eta: 4:12:28 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2887 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0835 loss: 1.0835 2022/06/14 12:34:08 - mmengine - INFO - Epoch(train) [3][2540/3757] lr: 5.000e-03 eta: 4:12:21 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.4987 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1391 loss: 1.1391 2022/06/14 12:34:15 - mmengine - INFO - Epoch(train) [3][2560/3757] lr: 5.000e-03 eta: 4:12:14 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.6685 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3631 loss: 1.3631 2022/06/14 12:34:21 - mmengine - INFO - Epoch(train) [3][2580/3757] lr: 5.000e-03 eta: 4:12:08 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.9262 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1638 loss: 1.1638 2022/06/14 12:34:28 - mmengine - INFO - Epoch(train) [3][2600/3757] lr: 5.000e-03 eta: 4:12:01 time: 0.333 data_time: 0.005 memory: 15235 grad_norm: 6.6866 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8781 loss: 0.8781 2022/06/14 12:34:34 - mmengine - INFO - Epoch(train) [3][2620/3757] lr: 5.000e-03 eta: 4:11:54 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.2906 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6366 loss: 0.6366 2022/06/14 12:34:41 - mmengine - INFO - Epoch(train) [3][2640/3757] lr: 5.000e-03 eta: 4:11:48 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.4976 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0944 loss: 1.0944 2022/06/14 12:34:47 - mmengine - INFO - Epoch(train) [3][2660/3757] lr: 5.000e-03 eta: 4:11:41 time: 0.321 data_time: 0.002 memory: 15235 grad_norm: 6.5948 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9902 loss: 0.9902 2022/06/14 12:34:54 - mmengine - INFO - Epoch(train) [3][2680/3757] lr: 5.000e-03 eta: 4:11:34 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.4036 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9329 loss: 0.9329 2022/06/14 12:35:00 - mmengine - INFO - Epoch(train) [3][2700/3757] lr: 5.000e-03 eta: 4:11:28 time: 0.339 data_time: 0.003 memory: 15235 grad_norm: 6.2606 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1772 loss: 1.1772 2022/06/14 12:35:07 - mmengine - INFO - Epoch(train) [3][2720/3757] lr: 5.000e-03 eta: 4:11:21 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.1470 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1153 loss: 1.1153 2022/06/14 12:35:13 - mmengine - INFO - Epoch(train) [3][2740/3757] lr: 5.000e-03 eta: 4:11:14 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.6837 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3942 loss: 1.3942 2022/06/14 12:35:20 - mmengine - INFO - Epoch(train) [3][2760/3757] lr: 5.000e-03 eta: 4:11:08 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.3201 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2801 loss: 1.2801 2022/06/14 12:35:26 - mmengine - INFO - Epoch(train) [3][2780/3757] lr: 5.000e-03 eta: 4:11:01 time: 0.319 data_time: 0.016 memory: 15235 grad_norm: 5.4088 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3094 loss: 1.3094 2022/06/14 12:35:33 - mmengine - INFO - Epoch(train) [3][2800/3757] lr: 5.000e-03 eta: 4:10:54 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 5.6845 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0723 loss: 1.0723 2022/06/14 12:35:39 - mmengine - INFO - Epoch(train) [3][2820/3757] lr: 5.000e-03 eta: 4:10:48 time: 0.328 data_time: 0.018 memory: 15235 grad_norm: 6.9372 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0494 loss: 1.0494 2022/06/14 12:35:46 - mmengine - INFO - Epoch(train) [3][2840/3757] lr: 5.000e-03 eta: 4:10:41 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 4.9425 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9146 loss: 0.9146 2022/06/14 12:35:52 - mmengine - INFO - Epoch(train) [3][2860/3757] lr: 5.000e-03 eta: 4:10:34 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.6398 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0726 loss: 1.0726 2022/06/14 12:35:59 - mmengine - INFO - Epoch(train) [3][2880/3757] lr: 5.000e-03 eta: 4:10:28 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.0842 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9684 loss: 0.9684 2022/06/14 12:36:05 - mmengine - INFO - Epoch(train) [3][2900/3757] lr: 5.000e-03 eta: 4:10:21 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.3315 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1104 loss: 1.1104 2022/06/14 12:36:12 - mmengine - INFO - Epoch(train) [3][2920/3757] lr: 5.000e-03 eta: 4:10:15 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.7613 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0277 loss: 1.0277 2022/06/14 12:36:18 - mmengine - INFO - Epoch(train) [3][2940/3757] lr: 5.000e-03 eta: 4:10:08 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 4.8580 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0334 loss: 1.0334 2022/06/14 12:36:25 - mmengine - INFO - Epoch(train) [3][2960/3757] lr: 5.000e-03 eta: 4:10:01 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.4940 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0415 loss: 1.0415 2022/06/14 12:36:32 - mmengine - INFO - Epoch(train) [3][2980/3757] lr: 5.000e-03 eta: 4:09:55 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.4133 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7859 loss: 0.7859 2022/06/14 12:36:38 - mmengine - INFO - Epoch(train) [3][3000/3757] lr: 5.000e-03 eta: 4:09:48 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.1320 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1566 loss: 1.1566 2022/06/14 12:36:45 - mmengine - INFO - Epoch(train) [3][3020/3757] lr: 5.000e-03 eta: 4:09:42 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.5658 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1518 loss: 1.1518 2022/06/14 12:36:51 - mmengine - INFO - Epoch(train) [3][3040/3757] lr: 5.000e-03 eta: 4:09:35 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.2862 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0348 loss: 1.0348 2022/06/14 12:36:58 - mmengine - INFO - Epoch(train) [3][3060/3757] lr: 5.000e-03 eta: 4:09:28 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8452 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0694 loss: 1.0694 2022/06/14 12:37:04 - mmengine - INFO - Epoch(train) [3][3080/3757] lr: 5.000e-03 eta: 4:09:22 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.5615 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1228 loss: 1.1228 2022/06/14 12:37:11 - mmengine - INFO - Epoch(train) [3][3100/3757] lr: 5.000e-03 eta: 4:09:15 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.9332 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2373 loss: 1.2373 2022/06/14 12:37:17 - mmengine - INFO - Epoch(train) [3][3120/3757] lr: 5.000e-03 eta: 4:09:09 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 7.3535 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1645 loss: 1.1645 2022/06/14 12:37:24 - mmengine - INFO - Epoch(train) [3][3140/3757] lr: 5.000e-03 eta: 4:09:02 time: 0.329 data_time: 0.002 memory: 15235 grad_norm: 5.4483 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5907 loss: 1.5907 2022/06/14 12:37:30 - mmengine - INFO - Epoch(train) [3][3160/3757] lr: 5.000e-03 eta: 4:08:55 time: 0.341 data_time: 0.003 memory: 15235 grad_norm: 5.2688 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8444 loss: 0.8444 2022/06/14 12:37:37 - mmengine - INFO - Epoch(train) [3][3180/3757] lr: 5.000e-03 eta: 4:08:49 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.8847 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3518 loss: 1.3518 2022/06/14 12:37:43 - mmengine - INFO - Epoch(train) [3][3200/3757] lr: 5.000e-03 eta: 4:08:42 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 9.4171 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1427 loss: 1.1427 2022/06/14 12:37:50 - mmengine - INFO - Epoch(train) [3][3220/3757] lr: 5.000e-03 eta: 4:08:35 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 4.0766 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8329 loss: 0.8329 2022/06/14 12:37:56 - mmengine - INFO - Epoch(train) [3][3240/3757] lr: 5.000e-03 eta: 4:08:29 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 6.4288 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1337 loss: 1.1337 2022/06/14 12:38:03 - mmengine - INFO - Epoch(train) [3][3260/3757] lr: 5.000e-03 eta: 4:08:22 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 6.1947 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9781 loss: 0.9781 2022/06/14 12:38:09 - mmengine - INFO - Epoch(train) [3][3280/3757] lr: 5.000e-03 eta: 4:08:16 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.7867 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0946 loss: 1.0946 2022/06/14 12:38:16 - mmengine - INFO - Epoch(train) [3][3300/3757] lr: 5.000e-03 eta: 4:08:10 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.5015 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9895 loss: 0.9895 2022/06/14 12:38:22 - mmengine - INFO - Epoch(train) [3][3320/3757] lr: 5.000e-03 eta: 4:08:03 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.2124 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8689 loss: 0.8689 2022/06/14 12:38:29 - mmengine - INFO - Epoch(train) [3][3340/3757] lr: 5.000e-03 eta: 4:07:56 time: 0.321 data_time: 0.018 memory: 15235 grad_norm: 6.0562 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0444 loss: 1.0444 2022/06/14 12:38:36 - mmengine - INFO - Epoch(train) [3][3360/3757] lr: 5.000e-03 eta: 4:07:50 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 5.8709 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4335 loss: 1.4335 2022/06/14 12:38:42 - mmengine - INFO - Epoch(train) [3][3380/3757] lr: 5.000e-03 eta: 4:07:43 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.3253 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0942 loss: 1.0942 2022/06/14 12:38:49 - mmengine - INFO - Epoch(train) [3][3400/3757] lr: 5.000e-03 eta: 4:07:36 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.9906 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1055 loss: 1.1055 2022/06/14 12:38:55 - mmengine - INFO - Epoch(train) [3][3420/3757] lr: 5.000e-03 eta: 4:07:30 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 5.1279 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8891 loss: 0.8891 2022/06/14 12:39:02 - mmengine - INFO - Epoch(train) [3][3440/3757] lr: 5.000e-03 eta: 4:07:23 time: 0.320 data_time: 0.010 memory: 15235 grad_norm: 6.2993 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8639 loss: 0.8639 2022/06/14 12:39:08 - mmengine - INFO - Epoch(train) [3][3460/3757] lr: 5.000e-03 eta: 4:07:16 time: 0.324 data_time: 0.005 memory: 15235 grad_norm: 6.4070 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0434 loss: 1.0434 2022/06/14 12:39:15 - mmengine - INFO - Epoch(train) [3][3480/3757] lr: 5.000e-03 eta: 4:07:10 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.8360 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8992 loss: 0.8992 2022/06/14 12:39:17 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:39:21 - mmengine - INFO - Epoch(train) [3][3500/3757] lr: 5.000e-03 eta: 4:07:03 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6532 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.1001 loss: 1.1001 2022/06/14 12:39:28 - mmengine - INFO - Epoch(train) [3][3520/3757] lr: 5.000e-03 eta: 4:06:56 time: 0.319 data_time: 0.003 memory: 15235 grad_norm: 5.6033 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2062 loss: 1.2062 2022/06/14 12:39:34 - mmengine - INFO - Epoch(train) [3][3540/3757] lr: 5.000e-03 eta: 4:06:50 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.1166 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2372 loss: 1.2372 2022/06/14 12:39:41 - mmengine - INFO - Epoch(train) [3][3560/3757] lr: 5.000e-03 eta: 4:06:43 time: 0.336 data_time: 0.030 memory: 15235 grad_norm: 6.6090 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4884 loss: 1.4884 2022/06/14 12:39:47 - mmengine - INFO - Epoch(train) [3][3580/3757] lr: 5.000e-03 eta: 4:06:36 time: 0.330 data_time: 0.004 memory: 15235 grad_norm: 6.3044 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.0922 loss: 1.0922 2022/06/14 12:39:54 - mmengine - INFO - Epoch(train) [3][3600/3757] lr: 5.000e-03 eta: 4:06:30 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 5.7968 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1859 loss: 1.1859 2022/06/14 12:40:00 - mmengine - INFO - Epoch(train) [3][3620/3757] lr: 5.000e-03 eta: 4:06:23 time: 0.351 data_time: 0.006 memory: 15235 grad_norm: 7.3531 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4200 loss: 1.4200 2022/06/14 12:40:07 - mmengine - INFO - Epoch(train) [3][3640/3757] lr: 5.000e-03 eta: 4:06:17 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 6.8248 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3267 loss: 1.3267 2022/06/14 12:40:13 - mmengine - INFO - Epoch(train) [3][3660/3757] lr: 5.000e-03 eta: 4:06:10 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.6531 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8748 loss: 0.8748 2022/06/14 12:40:20 - mmengine - INFO - Epoch(train) [3][3680/3757] lr: 5.000e-03 eta: 4:06:03 time: 0.328 data_time: 0.008 memory: 15235 grad_norm: 6.1554 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9042 loss: 0.9042 2022/06/14 12:40:26 - mmengine - INFO - Epoch(train) [3][3700/3757] lr: 5.000e-03 eta: 4:05:57 time: 0.317 data_time: 0.008 memory: 15235 grad_norm: 7.2217 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0790 loss: 1.0790 2022/06/14 12:40:33 - mmengine - INFO - Epoch(train) [3][3720/3757] lr: 5.000e-03 eta: 4:05:50 time: 0.335 data_time: 0.042 memory: 15235 grad_norm: 5.6772 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7786 loss: 0.7786 2022/06/14 12:40:39 - mmengine - INFO - Epoch(train) [3][3740/3757] lr: 5.000e-03 eta: 4:05:43 time: 0.316 data_time: 0.005 memory: 15235 grad_norm: 7.1130 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1317 loss: 1.1317 2022/06/14 12:40:45 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:40:54 - mmengine - INFO - Epoch(val) [3][20/310] eta: 0:01:45 time: 0.096 data_time: 0.001 memory: 15235 2022/06/14 12:40:58 - mmengine - INFO - Epoch(val) [3][40/310] eta: 0:01:42 time: 0.091 data_time: 0.002 memory: 2470 2022/06/14 12:41:03 - mmengine - INFO - Epoch(val) [3][60/310] eta: 0:00:23 time: 0.093 data_time: 0.002 memory: 2470 2022/06/14 12:41:07 - mmengine - INFO - Epoch(val) [3][80/310] eta: 0:00:22 time: 0.095 data_time: 0.007 memory: 2470 2022/06/14 12:41:15 - mmengine - INFO - Epoch(val) [3][100/310] eta: 0:01:21 time: 0.091 data_time: 0.003 memory: 2470 2022/06/14 12:41:20 - mmengine - INFO - Epoch(val) [3][120/310] eta: 0:01:09 time: 0.095 data_time: 0.002 memory: 2470 2022/06/14 12:41:24 - mmengine - INFO - Epoch(val) [3][140/310] eta: 0:00:16 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 12:41:29 - mmengine - INFO - Epoch(val) [3][160/310] eta: 0:00:14 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 12:41:36 - mmengine - INFO - Epoch(val) [3][180/310] eta: 0:00:51 time: 0.107 data_time: 0.002 memory: 2470 2022/06/14 12:41:41 - mmengine - INFO - Epoch(val) [3][200/310] eta: 0:00:38 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 12:41:45 - mmengine - INFO - Epoch(val) [3][220/310] eta: 0:00:09 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 12:41:50 - mmengine - INFO - Epoch(val) [3][240/310] eta: 0:00:06 time: 0.095 data_time: 0.002 memory: 2470 2022/06/14 12:41:57 - mmengine - INFO - Epoch(val) [3][260/310] eta: 0:00:18 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 12:42:02 - mmengine - INFO - Epoch(val) [3][280/310] eta: 0:00:11 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 12:42:06 - mmengine - INFO - Epoch(val) [3][300/310] eta: 0:00:00 time: 0.083 data_time: 0.001 memory: 2470 2022/06/14 12:42:08 - mmengine - INFO - Epoch(val) [3][310/310] acc/top1: 0.7170 acc/top5: 0.9072 acc/mean1: 0.7169 2022/06/14 12:42:19 - mmengine - INFO - Epoch(train) [4][20/3757] lr: 5.000e-03 eta: 4:05:39 time: 0.345 data_time: 0.066 memory: 15235 grad_norm: 6.4651 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9653 loss: 0.9653 2022/06/14 12:42:26 - mmengine - INFO - Epoch(train) [4][40/3757] lr: 5.000e-03 eta: 4:05:33 time: 0.326 data_time: 0.004 memory: 15235 grad_norm: 5.0157 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9606 loss: 0.9606 2022/06/14 12:42:33 - mmengine - INFO - Epoch(train) [4][60/3757] lr: 5.000e-03 eta: 4:05:27 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 6.6229 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9298 loss: 0.9298 2022/06/14 12:42:39 - mmengine - INFO - Epoch(train) [4][80/3757] lr: 5.000e-03 eta: 4:05:20 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 9.5787 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8009 loss: 0.8009 2022/06/14 12:42:46 - mmengine - INFO - Epoch(train) [4][100/3757] lr: 5.000e-03 eta: 4:05:14 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.0102 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8788 loss: 0.8788 2022/06/14 12:42:52 - mmengine - INFO - Epoch(train) [4][120/3757] lr: 5.000e-03 eta: 4:05:07 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4590 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.0816 loss: 1.0816 2022/06/14 12:42:59 - mmengine - INFO - Epoch(train) [4][140/3757] lr: 5.000e-03 eta: 4:05:01 time: 0.320 data_time: 0.002 memory: 15235 grad_norm: 4.9787 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7668 loss: 0.7668 2022/06/14 12:43:05 - mmengine - INFO - Epoch(train) [4][160/3757] lr: 5.000e-03 eta: 4:04:54 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.6458 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6489 loss: 0.6489 2022/06/14 12:43:12 - mmengine - INFO - Epoch(train) [4][180/3757] lr: 5.000e-03 eta: 4:04:48 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.2911 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4355 loss: 1.4355 2022/06/14 12:43:18 - mmengine - INFO - Epoch(train) [4][200/3757] lr: 5.000e-03 eta: 4:04:41 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4240 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9076 loss: 0.9076 2022/06/14 12:43:25 - mmengine - INFO - Epoch(train) [4][220/3757] lr: 5.000e-03 eta: 4:04:34 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 6.4431 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8693 loss: 0.8693 2022/06/14 12:43:31 - mmengine - INFO - Epoch(train) [4][240/3757] lr: 5.000e-03 eta: 4:04:28 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.9759 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8949 loss: 0.8949 2022/06/14 12:43:38 - mmengine - INFO - Epoch(train) [4][260/3757] lr: 5.000e-03 eta: 4:04:21 time: 0.325 data_time: 0.002 memory: 15235 grad_norm: 5.0321 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0896 loss: 1.0896 2022/06/14 12:43:44 - mmengine - INFO - Epoch(train) [4][280/3757] lr: 5.000e-03 eta: 4:04:15 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4912 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0409 loss: 1.0409 2022/06/14 12:43:51 - mmengine - INFO - Epoch(train) [4][300/3757] lr: 5.000e-03 eta: 4:04:08 time: 0.347 data_time: 0.011 memory: 15235 grad_norm: 5.4610 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9658 loss: 0.9658 2022/06/14 12:43:57 - mmengine - INFO - Epoch(train) [4][320/3757] lr: 5.000e-03 eta: 4:04:01 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 6.2217 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9040 loss: 0.9040 2022/06/14 12:44:04 - mmengine - INFO - Epoch(train) [4][340/3757] lr: 5.000e-03 eta: 4:03:55 time: 0.329 data_time: 0.002 memory: 15235 grad_norm: 5.3060 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7857 loss: 0.7857 2022/06/14 12:44:10 - mmengine - INFO - Epoch(train) [4][360/3757] lr: 5.000e-03 eta: 4:03:48 time: 0.316 data_time: 0.021 memory: 15235 grad_norm: 5.9523 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1713 loss: 1.1713 2022/06/14 12:44:17 - mmengine - INFO - Epoch(train) [4][380/3757] lr: 5.000e-03 eta: 4:03:41 time: 0.304 data_time: 0.008 memory: 15235 grad_norm: 6.0868 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.9257 loss: 0.9257 2022/06/14 12:44:23 - mmengine - INFO - Epoch(train) [4][400/3757] lr: 5.000e-03 eta: 4:03:35 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.8563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1059 loss: 1.1059 2022/06/14 12:44:30 - mmengine - INFO - Epoch(train) [4][420/3757] lr: 5.000e-03 eta: 4:03:28 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 6.6532 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7536 loss: 0.7536 2022/06/14 12:44:37 - mmengine - INFO - Epoch(train) [4][440/3757] lr: 5.000e-03 eta: 4:03:22 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.7869 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9928 loss: 0.9928 2022/06/14 12:44:43 - mmengine - INFO - Epoch(train) [4][460/3757] lr: 5.000e-03 eta: 4:03:15 time: 0.322 data_time: 0.029 memory: 15235 grad_norm: 5.8760 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8918 loss: 0.8918 2022/06/14 12:44:50 - mmengine - INFO - Epoch(train) [4][480/3757] lr: 5.000e-03 eta: 4:03:08 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 3.7032 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9254 loss: 0.9254 2022/06/14 12:44:56 - mmengine - INFO - Epoch(train) [4][500/3757] lr: 5.000e-03 eta: 4:03:02 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.6840 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0742 loss: 1.0742 2022/06/14 12:45:03 - mmengine - INFO - Epoch(train) [4][520/3757] lr: 5.000e-03 eta: 4:02:55 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.4111 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0511 loss: 1.0511 2022/06/14 12:45:09 - mmengine - INFO - Epoch(train) [4][540/3757] lr: 5.000e-03 eta: 4:02:48 time: 0.319 data_time: 0.007 memory: 15235 grad_norm: 5.8268 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8642 loss: 0.8642 2022/06/14 12:45:16 - mmengine - INFO - Epoch(train) [4][560/3757] lr: 5.000e-03 eta: 4:02:42 time: 0.323 data_time: 0.017 memory: 15235 grad_norm: 5.7119 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7394 loss: 0.7394 2022/06/14 12:45:22 - mmengine - INFO - Epoch(train) [4][580/3757] lr: 5.000e-03 eta: 4:02:35 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.7680 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9443 loss: 0.9443 2022/06/14 12:45:29 - mmengine - INFO - Epoch(train) [4][600/3757] lr: 5.000e-03 eta: 4:02:28 time: 0.321 data_time: 0.010 memory: 15235 grad_norm: 5.5726 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0304 loss: 1.0304 2022/06/14 12:45:35 - mmengine - INFO - Epoch(train) [4][620/3757] lr: 5.000e-03 eta: 4:02:22 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 7.0799 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7200 loss: 0.7200 2022/06/14 12:45:42 - mmengine - INFO - Epoch(train) [4][640/3757] lr: 5.000e-03 eta: 4:02:15 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.3525 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0251 loss: 1.0251 2022/06/14 12:45:48 - mmengine - INFO - Epoch(train) [4][660/3757] lr: 5.000e-03 eta: 4:02:08 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 4.8218 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8046 loss: 0.8046 2022/06/14 12:45:55 - mmengine - INFO - Epoch(train) [4][680/3757] lr: 5.000e-03 eta: 4:02:02 time: 0.315 data_time: 0.014 memory: 15235 grad_norm: 5.3358 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1664 loss: 1.1664 2022/06/14 12:46:01 - mmengine - INFO - Epoch(train) [4][700/3757] lr: 5.000e-03 eta: 4:01:55 time: 0.342 data_time: 0.021 memory: 15235 grad_norm: 5.2204 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7950 loss: 0.7950 2022/06/14 12:46:08 - mmengine - INFO - Epoch(train) [4][720/3757] lr: 5.000e-03 eta: 4:01:48 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 4.7690 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8205 loss: 0.8205 2022/06/14 12:46:11 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:46:14 - mmengine - INFO - Epoch(train) [4][740/3757] lr: 5.000e-03 eta: 4:01:42 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.6793 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8879 loss: 0.8879 2022/06/14 12:46:21 - mmengine - INFO - Epoch(train) [4][760/3757] lr: 5.000e-03 eta: 4:01:35 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.8453 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2698 loss: 1.2698 2022/06/14 12:46:27 - mmengine - INFO - Epoch(train) [4][780/3757] lr: 5.000e-03 eta: 4:01:29 time: 0.326 data_time: 0.024 memory: 15235 grad_norm: 6.2832 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1198 loss: 1.1198 2022/06/14 12:46:34 - mmengine - INFO - Epoch(train) [4][800/3757] lr: 5.000e-03 eta: 4:01:22 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 7.0432 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1411 loss: 1.1411 2022/06/14 12:46:40 - mmengine - INFO - Epoch(train) [4][820/3757] lr: 5.000e-03 eta: 4:01:15 time: 0.317 data_time: 0.008 memory: 15235 grad_norm: 6.1169 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2540 loss: 1.2540 2022/06/14 12:46:47 - mmengine - INFO - Epoch(train) [4][840/3757] lr: 5.000e-03 eta: 4:01:09 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.6686 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8815 loss: 0.8815 2022/06/14 12:46:53 - mmengine - INFO - Epoch(train) [4][860/3757] lr: 5.000e-03 eta: 4:01:02 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 3.9075 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8702 loss: 0.8702 2022/06/14 12:47:00 - mmengine - INFO - Epoch(train) [4][880/3757] lr: 5.000e-03 eta: 4:00:55 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 5.3123 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0167 loss: 1.0167 2022/06/14 12:47:06 - mmengine - INFO - Epoch(train) [4][900/3757] lr: 5.000e-03 eta: 4:00:48 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 5.1663 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3650 loss: 1.3650 2022/06/14 12:47:13 - mmengine - INFO - Epoch(train) [4][920/3757] lr: 5.000e-03 eta: 4:00:42 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.0326 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9794 loss: 0.9794 2022/06/14 12:47:19 - mmengine - INFO - Epoch(train) [4][940/3757] lr: 5.000e-03 eta: 4:00:35 time: 0.320 data_time: 0.014 memory: 15235 grad_norm: 4.8737 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6519 loss: 0.6519 2022/06/14 12:47:26 - mmengine - INFO - Epoch(train) [4][960/3757] lr: 5.000e-03 eta: 4:00:29 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.8279 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9317 loss: 0.9317 2022/06/14 12:47:33 - mmengine - INFO - Epoch(train) [4][980/3757] lr: 5.000e-03 eta: 4:00:23 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.2219 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0897 loss: 1.0897 2022/06/14 12:47:39 - mmengine - INFO - Epoch(train) [4][1000/3757] lr: 5.000e-03 eta: 4:00:17 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.5024 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9225 loss: 0.9225 2022/06/14 12:47:46 - mmengine - INFO - Epoch(train) [4][1020/3757] lr: 5.000e-03 eta: 4:00:10 time: 0.322 data_time: 0.008 memory: 15235 grad_norm: 6.4441 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1761 loss: 1.1761 2022/06/14 12:47:52 - mmengine - INFO - Epoch(train) [4][1040/3757] lr: 5.000e-03 eta: 4:00:03 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.9249 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8341 loss: 0.8341 2022/06/14 12:47:59 - mmengine - INFO - Epoch(train) [4][1060/3757] lr: 5.000e-03 eta: 3:59:57 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.5573 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8495 loss: 0.8495 2022/06/14 12:48:05 - mmengine - INFO - Epoch(train) [4][1080/3757] lr: 5.000e-03 eta: 3:59:50 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.4507 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9299 loss: 0.9299 2022/06/14 12:48:12 - mmengine - INFO - Epoch(train) [4][1100/3757] lr: 5.000e-03 eta: 3:59:43 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.8359 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0777 loss: 1.0777 2022/06/14 12:48:18 - mmengine - INFO - Epoch(train) [4][1120/3757] lr: 5.000e-03 eta: 3:59:37 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.2105 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1334 loss: 1.1334 2022/06/14 12:48:25 - mmengine - INFO - Epoch(train) [4][1140/3757] lr: 5.000e-03 eta: 3:59:30 time: 0.319 data_time: 0.017 memory: 15235 grad_norm: 6.4438 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1395 loss: 1.1395 2022/06/14 12:48:31 - mmengine - INFO - Epoch(train) [4][1160/3757] lr: 5.000e-03 eta: 3:59:23 time: 0.343 data_time: 0.003 memory: 15235 grad_norm: 5.5349 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1390 loss: 1.1390 2022/06/14 12:48:38 - mmengine - INFO - Epoch(train) [4][1180/3757] lr: 5.000e-03 eta: 3:59:17 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4580 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8062 loss: 0.8062 2022/06/14 12:48:44 - mmengine - INFO - Epoch(train) [4][1200/3757] lr: 5.000e-03 eta: 3:59:10 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.9463 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0761 loss: 1.0761 2022/06/14 12:48:51 - mmengine - INFO - Epoch(train) [4][1220/3757] lr: 5.000e-03 eta: 3:59:03 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 4.4575 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9057 loss: 0.9057 2022/06/14 12:48:57 - mmengine - INFO - Epoch(train) [4][1240/3757] lr: 5.000e-03 eta: 3:58:57 time: 0.324 data_time: 0.004 memory: 15235 grad_norm: 4.1343 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8969 loss: 0.8969 2022/06/14 12:49:04 - mmengine - INFO - Epoch(train) [4][1260/3757] lr: 5.000e-03 eta: 3:58:50 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4342 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3450 loss: 1.3450 2022/06/14 12:49:10 - mmengine - INFO - Epoch(train) [4][1280/3757] lr: 5.000e-03 eta: 3:58:43 time: 0.318 data_time: 0.008 memory: 15235 grad_norm: 5.3176 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0175 loss: 1.0175 2022/06/14 12:49:17 - mmengine - INFO - Epoch(train) [4][1300/3757] lr: 5.000e-03 eta: 3:58:37 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.7791 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1542 loss: 1.1542 2022/06/14 12:49:23 - mmengine - INFO - Epoch(train) [4][1320/3757] lr: 5.000e-03 eta: 3:58:30 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 6.0592 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8528 loss: 0.8528 2022/06/14 12:49:30 - mmengine - INFO - Epoch(train) [4][1340/3757] lr: 5.000e-03 eta: 3:58:24 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.7139 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9995 loss: 0.9995 2022/06/14 12:49:36 - mmengine - INFO - Epoch(train) [4][1360/3757] lr: 5.000e-03 eta: 3:58:17 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 7.5715 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1659 loss: 1.1659 2022/06/14 12:49:43 - mmengine - INFO - Epoch(train) [4][1380/3757] lr: 5.000e-03 eta: 3:58:10 time: 0.327 data_time: 0.010 memory: 15235 grad_norm: 5.6601 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0513 loss: 1.0513 2022/06/14 12:49:49 - mmengine - INFO - Epoch(train) [4][1400/3757] lr: 5.000e-03 eta: 3:58:04 time: 0.343 data_time: 0.006 memory: 15235 grad_norm: 6.0273 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0362 loss: 1.0362 2022/06/14 12:49:56 - mmengine - INFO - Epoch(train) [4][1420/3757] lr: 5.000e-03 eta: 3:57:57 time: 0.333 data_time: 0.007 memory: 15235 grad_norm: 6.1479 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 0.9907 loss: 0.9907 2022/06/14 12:50:03 - mmengine - INFO - Epoch(train) [4][1440/3757] lr: 5.000e-03 eta: 3:57:51 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.7778 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1267 loss: 1.1267 2022/06/14 12:50:09 - mmengine - INFO - Epoch(train) [4][1460/3757] lr: 5.000e-03 eta: 3:57:44 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 4.2700 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0773 loss: 1.0773 2022/06/14 12:50:16 - mmengine - INFO - Epoch(train) [4][1480/3757] lr: 5.000e-03 eta: 3:57:37 time: 0.326 data_time: 0.010 memory: 15235 grad_norm: 5.2632 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8745 loss: 0.8745 2022/06/14 12:50:22 - mmengine - INFO - Epoch(train) [4][1500/3757] lr: 5.000e-03 eta: 3:57:31 time: 0.316 data_time: 0.019 memory: 15235 grad_norm: 5.1312 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1029 loss: 1.1029 2022/06/14 12:50:29 - mmengine - INFO - Epoch(train) [4][1520/3757] lr: 5.000e-03 eta: 3:57:24 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.8922 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7632 loss: 0.7632 2022/06/14 12:50:35 - mmengine - INFO - Epoch(train) [4][1540/3757] lr: 5.000e-03 eta: 3:57:17 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.3707 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8835 loss: 0.8835 2022/06/14 12:50:42 - mmengine - INFO - Epoch(train) [4][1560/3757] lr: 5.000e-03 eta: 3:57:11 time: 0.360 data_time: 0.002 memory: 15235 grad_norm: 5.7611 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.8599 loss: 0.8599 2022/06/14 12:50:48 - mmengine - INFO - Epoch(train) [4][1580/3757] lr: 5.000e-03 eta: 3:57:04 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.9750 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1691 loss: 1.1691 2022/06/14 12:50:55 - mmengine - INFO - Epoch(train) [4][1600/3757] lr: 5.000e-03 eta: 3:56:58 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 6.9549 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8819 loss: 0.8819 2022/06/14 12:51:01 - mmengine - INFO - Epoch(train) [4][1620/3757] lr: 5.000e-03 eta: 3:56:51 time: 0.318 data_time: 0.002 memory: 15235 grad_norm: 5.6427 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7995 loss: 0.7995 2022/06/14 12:51:08 - mmengine - INFO - Epoch(train) [4][1640/3757] lr: 5.000e-03 eta: 3:56:45 time: 0.317 data_time: 0.008 memory: 15235 grad_norm: 5.3970 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9678 loss: 0.9678 2022/06/14 12:51:14 - mmengine - INFO - Epoch(train) [4][1660/3757] lr: 5.000e-03 eta: 3:56:38 time: 0.336 data_time: 0.006 memory: 15235 grad_norm: 5.6127 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3557 loss: 1.3557 2022/06/14 12:51:21 - mmengine - INFO - Epoch(train) [4][1680/3757] lr: 5.000e-03 eta: 3:56:31 time: 0.329 data_time: 0.009 memory: 15235 grad_norm: 6.1904 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2293 loss: 1.2293 2022/06/14 12:51:27 - mmengine - INFO - Epoch(train) [4][1700/3757] lr: 5.000e-03 eta: 3:56:25 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 6.2029 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8476 loss: 0.8476 2022/06/14 12:51:34 - mmengine - INFO - Epoch(train) [4][1720/3757] lr: 5.000e-03 eta: 3:56:18 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.3287 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7858 loss: 0.7858 2022/06/14 12:51:37 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:51:40 - mmengine - INFO - Epoch(train) [4][1740/3757] lr: 5.000e-03 eta: 3:56:12 time: 0.330 data_time: 0.002 memory: 15235 grad_norm: 4.8923 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9325 loss: 0.9325 2022/06/14 12:51:47 - mmengine - INFO - Epoch(train) [4][1760/3757] lr: 5.000e-03 eta: 3:56:05 time: 0.336 data_time: 0.009 memory: 15235 grad_norm: 6.3697 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9640 loss: 0.9640 2022/06/14 12:51:53 - mmengine - INFO - Epoch(train) [4][1780/3757] lr: 5.000e-03 eta: 3:55:58 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.7362 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9001 loss: 0.9001 2022/06/14 12:52:00 - mmengine - INFO - Epoch(train) [4][1800/3757] lr: 5.000e-03 eta: 3:55:52 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 6.5595 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7194 loss: 0.7194 2022/06/14 12:52:06 - mmengine - INFO - Epoch(train) [4][1820/3757] lr: 5.000e-03 eta: 3:55:45 time: 0.319 data_time: 0.032 memory: 15235 grad_norm: 6.2401 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0212 loss: 1.0212 2022/06/14 12:52:13 - mmengine - INFO - Epoch(train) [4][1840/3757] lr: 5.000e-03 eta: 3:55:39 time: 0.319 data_time: 0.036 memory: 15235 grad_norm: 8.5166 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.0849 loss: 1.0849 2022/06/14 12:52:19 - mmengine - INFO - Epoch(train) [4][1860/3757] lr: 5.000e-03 eta: 3:55:32 time: 0.325 data_time: 0.019 memory: 15235 grad_norm: 6.1705 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8098 loss: 0.8098 2022/06/14 12:52:26 - mmengine - INFO - Epoch(train) [4][1880/3757] lr: 5.000e-03 eta: 3:55:26 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 5.0046 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0360 loss: 1.0360 2022/06/14 12:52:33 - mmengine - INFO - Epoch(train) [4][1900/3757] lr: 5.000e-03 eta: 3:55:19 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.8049 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7313 loss: 0.7313 2022/06/14 12:52:39 - mmengine - INFO - Epoch(train) [4][1920/3757] lr: 5.000e-03 eta: 3:55:12 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 6.8799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8619 loss: 0.8619 2022/06/14 12:52:46 - mmengine - INFO - Epoch(train) [4][1940/3757] lr: 5.000e-03 eta: 3:55:06 time: 0.334 data_time: 0.008 memory: 15235 grad_norm: 5.2913 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1697 loss: 1.1697 2022/06/14 12:52:52 - mmengine - INFO - Epoch(train) [4][1960/3757] lr: 5.000e-03 eta: 3:55:00 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.5364 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1571 loss: 1.1571 2022/06/14 12:52:59 - mmengine - INFO - Epoch(train) [4][1980/3757] lr: 5.000e-03 eta: 3:54:53 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.5214 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5900 loss: 0.5900 2022/06/14 12:53:05 - mmengine - INFO - Epoch(train) [4][2000/3757] lr: 5.000e-03 eta: 3:54:47 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.5637 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0464 loss: 1.0464 2022/06/14 12:53:12 - mmengine - INFO - Epoch(train) [4][2020/3757] lr: 5.000e-03 eta: 3:54:41 time: 0.333 data_time: 0.019 memory: 15235 grad_norm: 5.1666 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7600 loss: 0.7600 2022/06/14 12:53:19 - mmengine - INFO - Epoch(train) [4][2040/3757] lr: 5.000e-03 eta: 3:54:34 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.3736 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2447 loss: 1.2447 2022/06/14 12:53:25 - mmengine - INFO - Epoch(train) [4][2060/3757] lr: 5.000e-03 eta: 3:54:28 time: 0.335 data_time: 0.006 memory: 15235 grad_norm: 5.8949 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2592 loss: 1.2592 2022/06/14 12:53:32 - mmengine - INFO - Epoch(train) [4][2080/3757] lr: 5.000e-03 eta: 3:54:21 time: 0.336 data_time: 0.036 memory: 15235 grad_norm: 5.0332 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2276 loss: 1.2276 2022/06/14 12:53:38 - mmengine - INFO - Epoch(train) [4][2100/3757] lr: 5.000e-03 eta: 3:54:15 time: 0.312 data_time: 0.013 memory: 15235 grad_norm: 6.8717 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7231 loss: 0.7231 2022/06/14 12:53:45 - mmengine - INFO - Epoch(train) [4][2120/3757] lr: 5.000e-03 eta: 3:54:08 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.4129 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0581 loss: 1.0581 2022/06/14 12:53:51 - mmengine - INFO - Epoch(train) [4][2140/3757] lr: 5.000e-03 eta: 3:54:02 time: 0.325 data_time: 0.034 memory: 15235 grad_norm: 5.3879 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8772 loss: 0.8772 2022/06/14 12:53:58 - mmengine - INFO - Epoch(train) [4][2160/3757] lr: 5.000e-03 eta: 3:53:55 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.6630 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6228 loss: 1.6228 2022/06/14 12:54:05 - mmengine - INFO - Epoch(train) [4][2180/3757] lr: 5.000e-03 eta: 3:53:49 time: 0.316 data_time: 0.034 memory: 15235 grad_norm: 5.8794 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0241 loss: 1.0241 2022/06/14 12:54:11 - mmengine - INFO - Epoch(train) [4][2200/3757] lr: 5.000e-03 eta: 3:53:42 time: 0.326 data_time: 0.002 memory: 15235 grad_norm: 7.2668 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8137 loss: 0.8137 2022/06/14 12:54:18 - mmengine - INFO - Epoch(train) [4][2220/3757] lr: 5.000e-03 eta: 3:53:36 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5503 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1115 loss: 1.1115 2022/06/14 12:54:24 - mmengine - INFO - Epoch(train) [4][2240/3757] lr: 5.000e-03 eta: 3:53:29 time: 0.364 data_time: 0.006 memory: 15235 grad_norm: 5.3158 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8564 loss: 0.8564 2022/06/14 12:54:31 - mmengine - INFO - Epoch(train) [4][2260/3757] lr: 5.000e-03 eta: 3:53:23 time: 0.323 data_time: 0.011 memory: 15235 grad_norm: 5.5572 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9745 loss: 0.9745 2022/06/14 12:54:37 - mmengine - INFO - Epoch(train) [4][2280/3757] lr: 5.000e-03 eta: 3:53:16 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9827 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1007 loss: 1.1007 2022/06/14 12:54:44 - mmengine - INFO - Epoch(train) [4][2300/3757] lr: 5.000e-03 eta: 3:53:09 time: 0.329 data_time: 0.003 memory: 15235 grad_norm: 5.8835 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4478 loss: 1.4478 2022/06/14 12:54:50 - mmengine - INFO - Epoch(train) [4][2320/3757] lr: 5.000e-03 eta: 3:53:03 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 5.6661 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9399 loss: 0.9399 2022/06/14 12:54:57 - mmengine - INFO - Epoch(train) [4][2340/3757] lr: 5.000e-03 eta: 3:52:56 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.0297 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5961 loss: 0.5961 2022/06/14 12:55:03 - mmengine - INFO - Epoch(train) [4][2360/3757] lr: 5.000e-03 eta: 3:52:49 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 7.0591 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1147 loss: 1.1147 2022/06/14 12:55:10 - mmengine - INFO - Epoch(train) [4][2380/3757] lr: 5.000e-03 eta: 3:52:43 time: 0.320 data_time: 0.010 memory: 15235 grad_norm: 6.2987 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0328 loss: 1.0328 2022/06/14 12:55:16 - mmengine - INFO - Epoch(train) [4][2400/3757] lr: 5.000e-03 eta: 3:52:37 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 5.7370 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7399 loss: 0.7399 2022/06/14 12:55:23 - mmengine - INFO - Epoch(train) [4][2420/3757] lr: 5.000e-03 eta: 3:52:30 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.8865 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6697 loss: 0.6697 2022/06/14 12:55:30 - mmengine - INFO - Epoch(train) [4][2440/3757] lr: 5.000e-03 eta: 3:52:24 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.0245 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.1476 loss: 1.1476 2022/06/14 12:55:36 - mmengine - INFO - Epoch(train) [4][2460/3757] lr: 5.000e-03 eta: 3:52:17 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.5954 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8096 loss: 0.8096 2022/06/14 12:55:43 - mmengine - INFO - Epoch(train) [4][2480/3757] lr: 5.000e-03 eta: 3:52:10 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.5117 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1594 loss: 1.1594 2022/06/14 12:55:49 - mmengine - INFO - Epoch(train) [4][2500/3757] lr: 5.000e-03 eta: 3:52:04 time: 0.325 data_time: 0.002 memory: 15235 grad_norm: 5.3707 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8316 loss: 0.8316 2022/06/14 12:55:56 - mmengine - INFO - Epoch(train) [4][2520/3757] lr: 5.000e-03 eta: 3:51:57 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 6.5876 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1454 loss: 1.1454 2022/06/14 12:56:02 - mmengine - INFO - Epoch(train) [4][2540/3757] lr: 5.000e-03 eta: 3:51:51 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 6.1090 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8527 loss: 0.8527 2022/06/14 12:56:09 - mmengine - INFO - Epoch(train) [4][2560/3757] lr: 5.000e-03 eta: 3:51:44 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 4.7143 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8592 loss: 0.8592 2022/06/14 12:56:15 - mmengine - INFO - Epoch(train) [4][2580/3757] lr: 5.000e-03 eta: 3:51:37 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.5518 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0130 loss: 1.0130 2022/06/14 12:56:22 - mmengine - INFO - Epoch(train) [4][2600/3757] lr: 5.000e-03 eta: 3:51:31 time: 0.320 data_time: 0.002 memory: 15235 grad_norm: 5.4360 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9972 loss: 0.9972 2022/06/14 12:56:28 - mmengine - INFO - Epoch(train) [4][2620/3757] lr: 5.000e-03 eta: 3:51:24 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.5931 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9760 loss: 0.9760 2022/06/14 12:56:35 - mmengine - INFO - Epoch(train) [4][2640/3757] lr: 5.000e-03 eta: 3:51:18 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.3827 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1918 loss: 1.1918 2022/06/14 12:56:41 - mmengine - INFO - Epoch(train) [4][2660/3757] lr: 5.000e-03 eta: 3:51:11 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5117 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0145 loss: 1.0145 2022/06/14 12:56:48 - mmengine - INFO - Epoch(train) [4][2680/3757] lr: 5.000e-03 eta: 3:51:04 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 4.9746 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1601 loss: 1.1601 2022/06/14 12:56:54 - mmengine - INFO - Epoch(train) [4][2700/3757] lr: 5.000e-03 eta: 3:50:58 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.6095 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1763 loss: 1.1763 2022/06/14 12:57:01 - mmengine - INFO - Epoch(train) [4][2720/3757] lr: 5.000e-03 eta: 3:50:51 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 4.8527 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9451 loss: 0.9451 2022/06/14 12:57:04 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 12:57:07 - mmengine - INFO - Epoch(train) [4][2740/3757] lr: 5.000e-03 eta: 3:50:45 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 6.8744 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8423 loss: 0.8423 2022/06/14 12:57:14 - mmengine - INFO - Epoch(train) [4][2760/3757] lr: 5.000e-03 eta: 3:50:38 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.5723 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9397 loss: 0.9397 2022/06/14 12:57:20 - mmengine - INFO - Epoch(train) [4][2780/3757] lr: 5.000e-03 eta: 3:50:31 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 4.9206 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.0437 loss: 1.0437 2022/06/14 12:57:27 - mmengine - INFO - Epoch(train) [4][2800/3757] lr: 5.000e-03 eta: 3:50:25 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.2830 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1857 loss: 1.1857 2022/06/14 12:57:33 - mmengine - INFO - Epoch(train) [4][2820/3757] lr: 5.000e-03 eta: 3:50:18 time: 0.324 data_time: 0.005 memory: 15235 grad_norm: 6.5043 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.0600 loss: 1.0600 2022/06/14 12:57:40 - mmengine - INFO - Epoch(train) [4][2840/3757] lr: 5.000e-03 eta: 3:50:11 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.6665 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1714 loss: 1.1714 2022/06/14 12:57:46 - mmengine - INFO - Epoch(train) [4][2860/3757] lr: 5.000e-03 eta: 3:50:05 time: 0.325 data_time: 0.002 memory: 15235 grad_norm: 5.7332 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 0.6689 loss: 0.6689 2022/06/14 12:57:53 - mmengine - INFO - Epoch(train) [4][2880/3757] lr: 5.000e-03 eta: 3:49:59 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.6162 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9821 loss: 0.9821 2022/06/14 12:58:00 - mmengine - INFO - Epoch(train) [4][2900/3757] lr: 5.000e-03 eta: 3:49:52 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.7840 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9240 loss: 0.9240 2022/06/14 12:58:06 - mmengine - INFO - Epoch(train) [4][2920/3757] lr: 5.000e-03 eta: 3:49:45 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.5584 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7467 loss: 0.7467 2022/06/14 12:58:13 - mmengine - INFO - Epoch(train) [4][2940/3757] lr: 5.000e-03 eta: 3:49:39 time: 0.334 data_time: 0.003 memory: 15235 grad_norm: 5.2555 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9830 loss: 0.9830 2022/06/14 12:58:19 - mmengine - INFO - Epoch(train) [4][2960/3757] lr: 5.000e-03 eta: 3:49:32 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.8211 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8021 loss: 0.8021 2022/06/14 12:58:26 - mmengine - INFO - Epoch(train) [4][2980/3757] lr: 5.000e-03 eta: 3:49:25 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 5.4729 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6525 loss: 0.6525 2022/06/14 12:58:32 - mmengine - INFO - Epoch(train) [4][3000/3757] lr: 5.000e-03 eta: 3:49:19 time: 0.320 data_time: 0.040 memory: 15235 grad_norm: 5.0805 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8934 loss: 0.8934 2022/06/14 12:58:39 - mmengine - INFO - Epoch(train) [4][3020/3757] lr: 5.000e-03 eta: 3:49:12 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 5.0648 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2004 loss: 1.2004 2022/06/14 12:58:45 - mmengine - INFO - Epoch(train) [4][3040/3757] lr: 5.000e-03 eta: 3:49:06 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.6601 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2933 loss: 1.2933 2022/06/14 12:58:52 - mmengine - INFO - Epoch(train) [4][3060/3757] lr: 5.000e-03 eta: 3:48:59 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.1447 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1779 loss: 1.1779 2022/06/14 12:58:58 - mmengine - INFO - Epoch(train) [4][3080/3757] lr: 5.000e-03 eta: 3:48:52 time: 0.328 data_time: 0.002 memory: 15235 grad_norm: 5.9562 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9974 loss: 0.9974 2022/06/14 12:59:05 - mmengine - INFO - Epoch(train) [4][3100/3757] lr: 5.000e-03 eta: 3:48:46 time: 0.328 data_time: 0.008 memory: 15235 grad_norm: 4.6205 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0810 loss: 1.0810 2022/06/14 12:59:11 - mmengine - INFO - Epoch(train) [4][3120/3757] lr: 5.000e-03 eta: 3:48:39 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.1812 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1496 loss: 1.1496 2022/06/14 12:59:18 - mmengine - INFO - Epoch(train) [4][3140/3757] lr: 5.000e-03 eta: 3:48:33 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.1062 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1812 loss: 1.1812 2022/06/14 12:59:24 - mmengine - INFO - Epoch(train) [4][3160/3757] lr: 5.000e-03 eta: 3:48:26 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.8458 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0856 loss: 1.0856 2022/06/14 12:59:31 - mmengine - INFO - Epoch(train) [4][3180/3757] lr: 5.000e-03 eta: 3:48:20 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 5.0284 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0791 loss: 1.0791 2022/06/14 12:59:37 - mmengine - INFO - Epoch(train) [4][3200/3757] lr: 5.000e-03 eta: 3:48:13 time: 0.322 data_time: 0.022 memory: 15235 grad_norm: 5.8780 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9651 loss: 0.9651 2022/06/14 12:59:44 - mmengine - INFO - Epoch(train) [4][3220/3757] lr: 5.000e-03 eta: 3:48:07 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0210 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7769 loss: 0.7769 2022/06/14 12:59:51 - mmengine - INFO - Epoch(train) [4][3240/3757] lr: 5.000e-03 eta: 3:48:00 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.2228 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 0.8174 loss: 0.8174 2022/06/14 12:59:57 - mmengine - INFO - Epoch(train) [4][3260/3757] lr: 5.000e-03 eta: 3:47:54 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.8908 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9670 loss: 0.9670 2022/06/14 13:00:04 - mmengine - INFO - Epoch(train) [4][3280/3757] lr: 5.000e-03 eta: 3:47:47 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.3264 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0034 loss: 1.0034 2022/06/14 13:00:10 - mmengine - INFO - Epoch(train) [4][3300/3757] lr: 5.000e-03 eta: 3:47:41 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.5128 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1651 loss: 1.1651 2022/06/14 13:00:17 - mmengine - INFO - Epoch(train) [4][3320/3757] lr: 5.000e-03 eta: 3:47:34 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 5.5120 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1859 loss: 1.1859 2022/06/14 13:00:23 - mmengine - INFO - Epoch(train) [4][3340/3757] lr: 5.000e-03 eta: 3:47:28 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.0466 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7887 loss: 0.7887 2022/06/14 13:00:30 - mmengine - INFO - Epoch(train) [4][3360/3757] lr: 5.000e-03 eta: 3:47:21 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.2914 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0396 loss: 1.0396 2022/06/14 13:00:36 - mmengine - INFO - Epoch(train) [4][3380/3757] lr: 5.000e-03 eta: 3:47:15 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 5.6408 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9249 loss: 0.9249 2022/06/14 13:00:43 - mmengine - INFO - Epoch(train) [4][3400/3757] lr: 5.000e-03 eta: 3:47:08 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.3717 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8726 loss: 0.8726 2022/06/14 13:00:49 - mmengine - INFO - Epoch(train) [4][3420/3757] lr: 5.000e-03 eta: 3:47:01 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.0855 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9053 loss: 0.9053 2022/06/14 13:00:56 - mmengine - INFO - Epoch(train) [4][3440/3757] lr: 5.000e-03 eta: 3:46:55 time: 0.326 data_time: 0.002 memory: 15235 grad_norm: 6.0316 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0212 loss: 1.0212 2022/06/14 13:01:02 - mmengine - INFO - Epoch(train) [4][3460/3757] lr: 5.000e-03 eta: 3:46:48 time: 0.365 data_time: 0.006 memory: 15235 grad_norm: 6.0694 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0635 loss: 1.0635 2022/06/14 13:01:09 - mmengine - INFO - Epoch(train) [4][3480/3757] lr: 5.000e-03 eta: 3:46:42 time: 0.335 data_time: 0.010 memory: 15235 grad_norm: 5.2011 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7382 loss: 0.7382 2022/06/14 13:01:15 - mmengine - INFO - Epoch(train) [4][3500/3757] lr: 5.000e-03 eta: 3:46:35 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 4.9165 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1127 loss: 1.1127 2022/06/14 13:01:22 - mmengine - INFO - Epoch(train) [4][3520/3757] lr: 5.000e-03 eta: 3:46:28 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 6.2783 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8577 loss: 0.8577 2022/06/14 13:01:29 - mmengine - INFO - Epoch(train) [4][3540/3757] lr: 5.000e-03 eta: 3:46:22 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.0974 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9736 loss: 0.9736 2022/06/14 13:01:35 - mmengine - INFO - Epoch(train) [4][3560/3757] lr: 5.000e-03 eta: 3:46:15 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 6.2207 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9949 loss: 0.9949 2022/06/14 13:01:42 - mmengine - INFO - Epoch(train) [4][3580/3757] lr: 5.000e-03 eta: 3:46:09 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3025 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0733 loss: 1.0733 2022/06/14 13:01:48 - mmengine - INFO - Epoch(train) [4][3600/3757] lr: 5.000e-03 eta: 3:46:02 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.9708 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8335 loss: 0.8335 2022/06/14 13:01:55 - mmengine - INFO - Epoch(train) [4][3620/3757] lr: 5.000e-03 eta: 3:45:55 time: 0.320 data_time: 0.005 memory: 15235 grad_norm: 5.3428 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9632 loss: 0.9632 2022/06/14 13:02:01 - mmengine - INFO - Epoch(train) [4][3640/3757] lr: 5.000e-03 eta: 3:45:49 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.9585 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4506 loss: 1.4506 2022/06/14 13:02:08 - mmengine - INFO - Epoch(train) [4][3660/3757] lr: 5.000e-03 eta: 3:45:42 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 5.0181 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0103 loss: 1.0103 2022/06/14 13:02:14 - mmengine - INFO - Epoch(train) [4][3680/3757] lr: 5.000e-03 eta: 3:45:36 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.2007 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2425 loss: 1.2425 2022/06/14 13:02:21 - mmengine - INFO - Epoch(train) [4][3700/3757] lr: 5.000e-03 eta: 3:45:29 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.1738 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1175 loss: 1.1175 2022/06/14 13:02:27 - mmengine - INFO - Epoch(train) [4][3720/3757] lr: 5.000e-03 eta: 3:45:23 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.0583 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8325 loss: 0.8325 2022/06/14 13:02:30 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:02:34 - mmengine - INFO - Epoch(train) [4][3740/3757] lr: 5.000e-03 eta: 3:45:16 time: 0.313 data_time: 0.006 memory: 15235 grad_norm: 5.1364 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9148 loss: 0.9148 2022/06/14 13:02:39 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:02:48 - mmengine - INFO - Epoch(val) [4][20/310] eta: 0:01:51 time: 0.093 data_time: 0.005 memory: 15235 2022/06/14 13:02:52 - mmengine - INFO - Epoch(val) [4][40/310] eta: 0:01:35 time: 0.091 data_time: 0.003 memory: 2470 2022/06/14 13:02:57 - mmengine - INFO - Epoch(val) [4][60/310] eta: 0:00:23 time: 0.093 data_time: 0.002 memory: 2470 2022/06/14 13:03:01 - mmengine - INFO - Epoch(val) [4][80/310] eta: 0:00:21 time: 0.092 data_time: 0.002 memory: 2470 2022/06/14 13:03:08 - mmengine - INFO - Epoch(val) [4][100/310] eta: 0:01:14 time: 0.089 data_time: 0.005 memory: 2470 2022/06/14 13:03:13 - mmengine - INFO - Epoch(val) [4][120/310] eta: 0:01:15 time: 0.104 data_time: 0.011 memory: 2470 2022/06/14 13:03:18 - mmengine - INFO - Epoch(val) [4][140/310] eta: 0:00:15 time: 0.086 data_time: 0.003 memory: 2470 2022/06/14 13:03:23 - mmengine - INFO - Epoch(val) [4][160/310] eta: 0:00:14 time: 0.090 data_time: 0.003 memory: 2470 2022/06/14 13:03:29 - mmengine - INFO - Epoch(val) [4][180/310] eta: 0:00:39 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 13:03:35 - mmengine - INFO - Epoch(val) [4][200/310] eta: 0:00:40 time: 0.089 data_time: 0.001 memory: 2470 2022/06/14 13:03:39 - mmengine - INFO - Epoch(val) [4][220/310] eta: 0:00:10 time: 0.091 data_time: 0.003 memory: 2470 2022/06/14 13:03:44 - mmengine - INFO - Epoch(val) [4][240/310] eta: 0:00:06 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 13:03:51 - mmengine - INFO - Epoch(val) [4][260/310] eta: 0:00:16 time: 0.095 data_time: 0.002 memory: 2470 2022/06/14 13:03:56 - mmengine - INFO - Epoch(val) [4][280/310] eta: 0:00:10 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 13:04:00 - mmengine - INFO - Epoch(val) [4][300/310] eta: 0:00:00 time: 0.087 data_time: 0.001 memory: 2470 2022/06/14 13:04:02 - mmengine - INFO - Epoch(val) [4][310/310] acc/top1: 0.7274 acc/top5: 0.9153 acc/mean1: 0.7273 2022/06/14 13:04:14 - mmengine - INFO - Epoch(train) [5][20/3757] lr: 5.000e-03 eta: 3:45:10 time: 0.324 data_time: 0.029 memory: 15235 grad_norm: 4.3019 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6420 loss: 0.6420 2022/06/14 13:04:20 - mmengine - INFO - Epoch(train) [5][40/3757] lr: 5.000e-03 eta: 3:45:04 time: 0.337 data_time: 0.003 memory: 15235 grad_norm: 6.2140 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0091 loss: 1.0091 2022/06/14 13:04:27 - mmengine - INFO - Epoch(train) [5][60/3757] lr: 5.000e-03 eta: 3:44:57 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4911 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5080 loss: 0.5080 2022/06/14 13:04:33 - mmengine - INFO - Epoch(train) [5][80/3757] lr: 5.000e-03 eta: 3:44:51 time: 0.336 data_time: 0.013 memory: 15235 grad_norm: 4.8210 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6266 loss: 0.6266 2022/06/14 13:04:40 - mmengine - INFO - Epoch(train) [5][100/3757] lr: 5.000e-03 eta: 3:44:44 time: 0.329 data_time: 0.017 memory: 15235 grad_norm: 5.5690 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8284 loss: 0.8284 2022/06/14 13:04:46 - mmengine - INFO - Epoch(train) [5][120/3757] lr: 5.000e-03 eta: 3:44:38 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.8374 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9231 loss: 0.9231 2022/06/14 13:04:53 - mmengine - INFO - Epoch(train) [5][140/3757] lr: 5.000e-03 eta: 3:44:31 time: 0.437 data_time: 0.122 memory: 15235 grad_norm: 4.7371 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1667 loss: 1.1667 2022/06/14 13:05:00 - mmengine - INFO - Epoch(train) [5][160/3757] lr: 5.000e-03 eta: 3:44:25 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.3333 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6991 loss: 0.6991 2022/06/14 13:05:06 - mmengine - INFO - Epoch(train) [5][180/3757] lr: 5.000e-03 eta: 3:44:18 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 6.0680 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2236 loss: 1.2236 2022/06/14 13:05:13 - mmengine - INFO - Epoch(train) [5][200/3757] lr: 5.000e-03 eta: 3:44:11 time: 0.342 data_time: 0.006 memory: 15235 grad_norm: 4.5585 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7816 loss: 0.7816 2022/06/14 13:05:19 - mmengine - INFO - Epoch(train) [5][220/3757] lr: 5.000e-03 eta: 3:44:05 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.4425 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8020 loss: 0.8020 2022/06/14 13:05:26 - mmengine - INFO - Epoch(train) [5][240/3757] lr: 5.000e-03 eta: 3:43:58 time: 0.326 data_time: 0.002 memory: 15235 grad_norm: 5.9734 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0862 loss: 1.0862 2022/06/14 13:05:32 - mmengine - INFO - Epoch(train) [5][260/3757] lr: 5.000e-03 eta: 3:43:51 time: 0.314 data_time: 0.008 memory: 15235 grad_norm: 6.7189 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8387 loss: 0.8387 2022/06/14 13:05:39 - mmengine - INFO - Epoch(train) [5][280/3757] lr: 5.000e-03 eta: 3:43:45 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.0634 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9059 loss: 0.9059 2022/06/14 13:05:45 - mmengine - INFO - Epoch(train) [5][300/3757] lr: 5.000e-03 eta: 3:43:38 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.6557 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8857 loss: 0.8857 2022/06/14 13:05:52 - mmengine - INFO - Epoch(train) [5][320/3757] lr: 5.000e-03 eta: 3:43:32 time: 0.320 data_time: 0.024 memory: 15235 grad_norm: 4.5231 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9230 loss: 0.9230 2022/06/14 13:05:58 - mmengine - INFO - Epoch(train) [5][340/3757] lr: 5.000e-03 eta: 3:43:25 time: 0.319 data_time: 0.005 memory: 15235 grad_norm: 5.6412 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8173 loss: 0.8173 2022/06/14 13:06:05 - mmengine - INFO - Epoch(train) [5][360/3757] lr: 5.000e-03 eta: 3:43:19 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.3346 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4990 loss: 1.4990 2022/06/14 13:06:11 - mmengine - INFO - Epoch(train) [5][380/3757] lr: 5.000e-03 eta: 3:43:12 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3140 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9509 loss: 0.9509 2022/06/14 13:06:18 - mmengine - INFO - Epoch(train) [5][400/3757] lr: 5.000e-03 eta: 3:43:05 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.2991 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8304 loss: 0.8304 2022/06/14 13:06:24 - mmengine - INFO - Epoch(train) [5][420/3757] lr: 5.000e-03 eta: 3:42:59 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.3492 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9016 loss: 0.9016 2022/06/14 13:06:31 - mmengine - INFO - Epoch(train) [5][440/3757] lr: 5.000e-03 eta: 3:42:52 time: 0.314 data_time: 0.015 memory: 15235 grad_norm: 5.9172 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1527 loss: 1.1527 2022/06/14 13:06:37 - mmengine - INFO - Epoch(train) [5][460/3757] lr: 5.000e-03 eta: 3:42:46 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 6.4181 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7082 loss: 0.7082 2022/06/14 13:06:44 - mmengine - INFO - Epoch(train) [5][480/3757] lr: 5.000e-03 eta: 3:42:39 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0167 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8443 loss: 0.8443 2022/06/14 13:06:50 - mmengine - INFO - Epoch(train) [5][500/3757] lr: 5.000e-03 eta: 3:42:32 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.3559 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8016 loss: 0.8016 2022/06/14 13:06:57 - mmengine - INFO - Epoch(train) [5][520/3757] lr: 5.000e-03 eta: 3:42:26 time: 0.325 data_time: 0.002 memory: 15235 grad_norm: 5.1672 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8679 loss: 0.8679 2022/06/14 13:07:03 - mmengine - INFO - Epoch(train) [5][540/3757] lr: 5.000e-03 eta: 3:42:19 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.4342 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7708 loss: 0.7708 2022/06/14 13:07:10 - mmengine - INFO - Epoch(train) [5][560/3757] lr: 5.000e-03 eta: 3:42:12 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.9161 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9048 loss: 0.9048 2022/06/14 13:07:16 - mmengine - INFO - Epoch(train) [5][580/3757] lr: 5.000e-03 eta: 3:42:06 time: 0.325 data_time: 0.010 memory: 15235 grad_norm: 5.0986 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8147 loss: 0.8147 2022/06/14 13:07:23 - mmengine - INFO - Epoch(train) [5][600/3757] lr: 5.000e-03 eta: 3:41:59 time: 0.325 data_time: 0.010 memory: 15235 grad_norm: 7.1856 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9919 loss: 0.9919 2022/06/14 13:07:29 - mmengine - INFO - Epoch(train) [5][620/3757] lr: 5.000e-03 eta: 3:41:53 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 5.6719 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0443 loss: 1.0443 2022/06/14 13:07:36 - mmengine - INFO - Epoch(train) [5][640/3757] lr: 5.000e-03 eta: 3:41:46 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.9074 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.3595 loss: 1.3595 2022/06/14 13:07:42 - mmengine - INFO - Epoch(train) [5][660/3757] lr: 5.000e-03 eta: 3:41:39 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.9066 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3658 loss: 0.3658 2022/06/14 13:07:49 - mmengine - INFO - Epoch(train) [5][680/3757] lr: 5.000e-03 eta: 3:41:33 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 5.8577 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.9557 loss: 0.9557 2022/06/14 13:07:56 - mmengine - INFO - Epoch(train) [5][700/3757] lr: 5.000e-03 eta: 3:41:26 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.1016 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1166 loss: 1.1166 2022/06/14 13:08:02 - mmengine - INFO - Epoch(train) [5][720/3757] lr: 5.000e-03 eta: 3:41:20 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.0116 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7578 loss: 0.7578 2022/06/14 13:08:09 - mmengine - INFO - Epoch(train) [5][740/3757] lr: 5.000e-03 eta: 3:41:13 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.2309 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0203 loss: 1.0203 2022/06/14 13:08:15 - mmengine - INFO - Epoch(train) [5][760/3757] lr: 5.000e-03 eta: 3:41:06 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 6.1786 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2026 loss: 1.2026 2022/06/14 13:08:22 - mmengine - INFO - Epoch(train) [5][780/3757] lr: 5.000e-03 eta: 3:41:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.7344 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0058 loss: 1.0058 2022/06/14 13:08:28 - mmengine - INFO - Epoch(train) [5][800/3757] lr: 5.000e-03 eta: 3:40:53 time: 0.339 data_time: 0.006 memory: 15235 grad_norm: 6.0584 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8788 loss: 0.8788 2022/06/14 13:08:35 - mmengine - INFO - Epoch(train) [5][820/3757] lr: 5.000e-03 eta: 3:40:47 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 4.9211 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7622 loss: 0.7622 2022/06/14 13:08:41 - mmengine - INFO - Epoch(train) [5][840/3757] lr: 5.000e-03 eta: 3:40:40 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 5.2538 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8565 loss: 0.8565 2022/06/14 13:08:48 - mmengine - INFO - Epoch(train) [5][860/3757] lr: 5.000e-03 eta: 3:40:33 time: 0.326 data_time: 0.010 memory: 15235 grad_norm: 5.5084 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8480 loss: 0.8480 2022/06/14 13:08:54 - mmengine - INFO - Epoch(train) [5][880/3757] lr: 5.000e-03 eta: 3:40:27 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.4824 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7736 loss: 0.7736 2022/06/14 13:09:01 - mmengine - INFO - Epoch(train) [5][900/3757] lr: 5.000e-03 eta: 3:40:20 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 6.4174 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8142 loss: 0.8142 2022/06/14 13:09:07 - mmengine - INFO - Epoch(train) [5][920/3757] lr: 5.000e-03 eta: 3:40:14 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.4067 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9281 loss: 0.9281 2022/06/14 13:09:14 - mmengine - INFO - Epoch(train) [5][940/3757] lr: 5.000e-03 eta: 3:40:07 time: 0.327 data_time: 0.003 memory: 15235 grad_norm: 4.7162 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7706 loss: 0.7706 2022/06/14 13:09:20 - mmengine - INFO - Epoch(train) [5][960/3757] lr: 5.000e-03 eta: 3:40:01 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.6751 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7205 loss: 0.7205 2022/06/14 13:09:24 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:09:27 - mmengine - INFO - Epoch(train) [5][980/3757] lr: 5.000e-03 eta: 3:39:54 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.9981 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9176 loss: 0.9176 2022/06/14 13:09:34 - mmengine - INFO - Epoch(train) [5][1000/3757] lr: 5.000e-03 eta: 3:39:48 time: 0.347 data_time: 0.005 memory: 15235 grad_norm: 6.0655 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1171 loss: 1.1171 2022/06/14 13:09:40 - mmengine - INFO - Epoch(train) [5][1020/3757] lr: 5.000e-03 eta: 3:39:41 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.3775 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8477 loss: 0.8477 2022/06/14 13:09:47 - mmengine - INFO - Epoch(train) [5][1040/3757] lr: 5.000e-03 eta: 3:39:35 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 5.2399 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2139 loss: 1.2139 2022/06/14 13:09:53 - mmengine - INFO - Epoch(train) [5][1060/3757] lr: 5.000e-03 eta: 3:39:28 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 7.4090 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.0390 loss: 1.0390 2022/06/14 13:10:00 - mmengine - INFO - Epoch(train) [5][1080/3757] lr: 5.000e-03 eta: 3:39:22 time: 0.331 data_time: 0.031 memory: 15235 grad_norm: 5.5620 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8878 loss: 0.8878 2022/06/14 13:10:06 - mmengine - INFO - Epoch(train) [5][1100/3757] lr: 5.000e-03 eta: 3:39:15 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.4357 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0048 loss: 1.0048 2022/06/14 13:10:13 - mmengine - INFO - Epoch(train) [5][1120/3757] lr: 5.000e-03 eta: 3:39:08 time: 0.319 data_time: 0.003 memory: 15235 grad_norm: 5.2239 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8031 loss: 0.8031 2022/06/14 13:10:19 - mmengine - INFO - Epoch(train) [5][1140/3757] lr: 5.000e-03 eta: 3:39:02 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4514 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7207 loss: 0.7207 2022/06/14 13:10:26 - mmengine - INFO - Epoch(train) [5][1160/3757] lr: 5.000e-03 eta: 3:38:55 time: 0.320 data_time: 0.019 memory: 15235 grad_norm: 4.4446 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0186 loss: 1.0186 2022/06/14 13:10:32 - mmengine - INFO - Epoch(train) [5][1180/3757] lr: 5.000e-03 eta: 3:38:49 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 5.6001 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9004 loss: 0.9004 2022/06/14 13:10:39 - mmengine - INFO - Epoch(train) [5][1200/3757] lr: 5.000e-03 eta: 3:38:42 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 7.7199 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8554 loss: 0.8554 2022/06/14 13:10:45 - mmengine - INFO - Epoch(train) [5][1220/3757] lr: 5.000e-03 eta: 3:38:36 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 6.6337 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1726 loss: 1.1726 2022/06/14 13:10:52 - mmengine - INFO - Epoch(train) [5][1240/3757] lr: 5.000e-03 eta: 3:38:29 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 6.0701 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2052 loss: 1.2052 2022/06/14 13:10:58 - mmengine - INFO - Epoch(train) [5][1260/3757] lr: 5.000e-03 eta: 3:38:22 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.1048 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9444 loss: 0.9444 2022/06/14 13:11:05 - mmengine - INFO - Epoch(train) [5][1280/3757] lr: 5.000e-03 eta: 3:38:16 time: 0.330 data_time: 0.009 memory: 15235 grad_norm: 6.4112 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9993 loss: 0.9993 2022/06/14 13:11:11 - mmengine - INFO - Epoch(train) [5][1300/3757] lr: 5.000e-03 eta: 3:38:09 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.8051 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8101 loss: 0.8101 2022/06/14 13:11:18 - mmengine - INFO - Epoch(train) [5][1320/3757] lr: 5.000e-03 eta: 3:38:03 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.2213 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9184 loss: 0.9184 2022/06/14 13:11:25 - mmengine - INFO - Epoch(train) [5][1340/3757] lr: 5.000e-03 eta: 3:37:56 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.8321 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0448 loss: 1.0448 2022/06/14 13:11:31 - mmengine - INFO - Epoch(train) [5][1360/3757] lr: 5.000e-03 eta: 3:37:49 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 6.8822 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3525 loss: 1.3525 2022/06/14 13:11:38 - mmengine - INFO - Epoch(train) [5][1380/3757] lr: 5.000e-03 eta: 3:37:43 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.6436 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8070 loss: 0.8070 2022/06/14 13:11:44 - mmengine - INFO - Epoch(train) [5][1400/3757] lr: 5.000e-03 eta: 3:37:36 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1638 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7076 loss: 0.7076 2022/06/14 13:11:51 - mmengine - INFO - Epoch(train) [5][1420/3757] lr: 5.000e-03 eta: 3:37:29 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.7978 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8378 loss: 0.8378 2022/06/14 13:11:57 - mmengine - INFO - Epoch(train) [5][1440/3757] lr: 5.000e-03 eta: 3:37:23 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.8025 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7674 loss: 0.7674 2022/06/14 13:12:04 - mmengine - INFO - Epoch(train) [5][1460/3757] lr: 5.000e-03 eta: 3:37:16 time: 0.329 data_time: 0.011 memory: 15235 grad_norm: 4.6974 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8445 loss: 0.8445 2022/06/14 13:12:10 - mmengine - INFO - Epoch(train) [5][1480/3757] lr: 5.000e-03 eta: 3:37:10 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.7623 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9464 loss: 0.9464 2022/06/14 13:12:17 - mmengine - INFO - Epoch(train) [5][1500/3757] lr: 5.000e-03 eta: 3:37:03 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.3330 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1730 loss: 1.1730 2022/06/14 13:12:23 - mmengine - INFO - Epoch(train) [5][1520/3757] lr: 5.000e-03 eta: 3:36:57 time: 0.323 data_time: 0.022 memory: 15235 grad_norm: 6.0194 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0437 loss: 1.0437 2022/06/14 13:12:30 - mmengine - INFO - Epoch(train) [5][1540/3757] lr: 5.000e-03 eta: 3:36:50 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.8781 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7895 loss: 0.7895 2022/06/14 13:12:36 - mmengine - INFO - Epoch(train) [5][1560/3757] lr: 5.000e-03 eta: 3:36:43 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.7662 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8628 loss: 0.8628 2022/06/14 13:12:43 - mmengine - INFO - Epoch(train) [5][1580/3757] lr: 5.000e-03 eta: 3:36:37 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 5.4893 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8604 loss: 0.8604 2022/06/14 13:12:49 - mmengine - INFO - Epoch(train) [5][1600/3757] lr: 5.000e-03 eta: 3:36:30 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.0145 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8112 loss: 0.8112 2022/06/14 13:12:56 - mmengine - INFO - Epoch(train) [5][1620/3757] lr: 5.000e-03 eta: 3:36:24 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 6.5338 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8246 loss: 0.8246 2022/06/14 13:13:02 - mmengine - INFO - Epoch(train) [5][1640/3757] lr: 5.000e-03 eta: 3:36:17 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 4.1015 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0141 loss: 1.0141 2022/06/14 13:13:09 - mmengine - INFO - Epoch(train) [5][1660/3757] lr: 5.000e-03 eta: 3:36:11 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 4.9404 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7564 loss: 0.7564 2022/06/14 13:13:15 - mmengine - INFO - Epoch(train) [5][1680/3757] lr: 5.000e-03 eta: 3:36:04 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.5635 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7106 loss: 0.7106 2022/06/14 13:13:22 - mmengine - INFO - Epoch(train) [5][1700/3757] lr: 5.000e-03 eta: 3:35:57 time: 0.323 data_time: 0.042 memory: 15235 grad_norm: 5.2188 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9344 loss: 0.9344 2022/06/14 13:13:28 - mmengine - INFO - Epoch(train) [5][1720/3757] lr: 5.000e-03 eta: 3:35:51 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.0448 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7384 loss: 0.7384 2022/06/14 13:13:35 - mmengine - INFO - Epoch(train) [5][1740/3757] lr: 5.000e-03 eta: 3:35:44 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.6361 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3077 loss: 1.3077 2022/06/14 13:13:41 - mmengine - INFO - Epoch(train) [5][1760/3757] lr: 5.000e-03 eta: 3:35:38 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.4833 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0894 loss: 1.0894 2022/06/14 13:13:48 - mmengine - INFO - Epoch(train) [5][1780/3757] lr: 5.000e-03 eta: 3:35:31 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.1000 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6592 loss: 0.6592 2022/06/14 13:13:55 - mmengine - INFO - Epoch(train) [5][1800/3757] lr: 5.000e-03 eta: 3:35:25 time: 0.338 data_time: 0.006 memory: 15235 grad_norm: 5.4533 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3515 loss: 1.3515 2022/06/14 13:14:01 - mmengine - INFO - Epoch(train) [5][1820/3757] lr: 5.000e-03 eta: 3:35:18 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.5735 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1866 loss: 1.1866 2022/06/14 13:14:08 - mmengine - INFO - Epoch(train) [5][1840/3757] lr: 5.000e-03 eta: 3:35:11 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.9949 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7534 loss: 0.7534 2022/06/14 13:14:14 - mmengine - INFO - Epoch(train) [5][1860/3757] lr: 5.000e-03 eta: 3:35:05 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 5.7783 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8650 loss: 0.8650 2022/06/14 13:14:21 - mmengine - INFO - Epoch(train) [5][1880/3757] lr: 5.000e-03 eta: 3:34:58 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.6645 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2235 loss: 1.2235 2022/06/14 13:14:27 - mmengine - INFO - Epoch(train) [5][1900/3757] lr: 5.000e-03 eta: 3:34:52 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.7457 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7137 loss: 0.7137 2022/06/14 13:14:34 - mmengine - INFO - Epoch(train) [5][1920/3757] lr: 5.000e-03 eta: 3:34:45 time: 0.331 data_time: 0.003 memory: 15235 grad_norm: 5.9301 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6632 loss: 0.6632 2022/06/14 13:14:40 - mmengine - INFO - Epoch(train) [5][1940/3757] lr: 5.000e-03 eta: 3:34:39 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.5940 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7829 loss: 0.7829 2022/06/14 13:14:47 - mmengine - INFO - Epoch(train) [5][1960/3757] lr: 5.000e-03 eta: 3:34:32 time: 0.338 data_time: 0.006 memory: 15235 grad_norm: 5.9956 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8018 loss: 0.8018 2022/06/14 13:14:51 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:14:53 - mmengine - INFO - Epoch(train) [5][1980/3757] lr: 5.000e-03 eta: 3:34:25 time: 0.333 data_time: 0.003 memory: 15235 grad_norm: 5.2392 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9721 loss: 0.9721 2022/06/14 13:15:00 - mmengine - INFO - Epoch(train) [5][2000/3757] lr: 5.000e-03 eta: 3:34:19 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.9848 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0430 loss: 1.0430 2022/06/14 13:15:06 - mmengine - INFO - Epoch(train) [5][2020/3757] lr: 5.000e-03 eta: 3:34:12 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 7.9622 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8698 loss: 0.8698 2022/06/14 13:15:13 - mmengine - INFO - Epoch(train) [5][2040/3757] lr: 5.000e-03 eta: 3:34:06 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.7946 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8179 loss: 0.8179 2022/06/14 13:15:20 - mmengine - INFO - Epoch(train) [5][2060/3757] lr: 5.000e-03 eta: 3:33:59 time: 0.333 data_time: 0.009 memory: 15235 grad_norm: 5.6308 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2370 loss: 1.2370 2022/06/14 13:15:26 - mmengine - INFO - Epoch(train) [5][2080/3757] lr: 5.000e-03 eta: 3:33:53 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.9038 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5549 loss: 0.5549 2022/06/14 13:15:33 - mmengine - INFO - Epoch(train) [5][2100/3757] lr: 5.000e-03 eta: 3:33:46 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.8143 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.9139 loss: 0.9139 2022/06/14 13:15:39 - mmengine - INFO - Epoch(train) [5][2120/3757] lr: 5.000e-03 eta: 3:33:40 time: 0.335 data_time: 0.006 memory: 15235 grad_norm: 4.5943 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7765 loss: 0.7765 2022/06/14 13:15:46 - mmengine - INFO - Epoch(train) [5][2140/3757] lr: 5.000e-03 eta: 3:33:33 time: 0.328 data_time: 0.039 memory: 15235 grad_norm: 5.7272 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9172 loss: 0.9172 2022/06/14 13:15:52 - mmengine - INFO - Epoch(train) [5][2160/3757] lr: 5.000e-03 eta: 3:33:27 time: 0.308 data_time: 0.008 memory: 15235 grad_norm: 5.6077 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8687 loss: 0.8687 2022/06/14 13:15:59 - mmengine - INFO - Epoch(train) [5][2180/3757] lr: 5.000e-03 eta: 3:33:20 time: 0.322 data_time: 0.008 memory: 15235 grad_norm: 6.7329 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7970 loss: 0.7970 2022/06/14 13:16:05 - mmengine - INFO - Epoch(train) [5][2200/3757] lr: 5.000e-03 eta: 3:33:14 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 4.4034 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0013 loss: 1.0013 2022/06/14 13:16:12 - mmengine - INFO - Epoch(train) [5][2220/3757] lr: 5.000e-03 eta: 3:33:07 time: 0.336 data_time: 0.006 memory: 15235 grad_norm: 7.5392 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9569 loss: 0.9569 2022/06/14 13:16:18 - mmengine - INFO - Epoch(train) [5][2240/3757] lr: 5.000e-03 eta: 3:33:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.3423 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.0895 loss: 1.0895 2022/06/14 13:16:25 - mmengine - INFO - Epoch(train) [5][2260/3757] lr: 5.000e-03 eta: 3:32:54 time: 0.317 data_time: 0.009 memory: 15235 grad_norm: 6.8797 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 0.8382 loss: 0.8382 2022/06/14 13:16:31 - mmengine - INFO - Epoch(train) [5][2280/3757] lr: 5.000e-03 eta: 3:32:47 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.3546 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8958 loss: 0.8958 2022/06/14 13:16:38 - mmengine - INFO - Epoch(train) [5][2300/3757] lr: 5.000e-03 eta: 3:32:41 time: 0.319 data_time: 0.013 memory: 15235 grad_norm: 5.5087 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6816 loss: 0.6816 2022/06/14 13:16:44 - mmengine - INFO - Epoch(train) [5][2320/3757] lr: 5.000e-03 eta: 3:32:34 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 6.2229 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8932 loss: 0.8932 2022/06/14 13:16:51 - mmengine - INFO - Epoch(train) [5][2340/3757] lr: 5.000e-03 eta: 3:32:27 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.5686 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9496 loss: 0.9496 2022/06/14 13:16:58 - mmengine - INFO - Epoch(train) [5][2360/3757] lr: 5.000e-03 eta: 3:32:21 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5667 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8627 loss: 0.8627 2022/06/14 13:17:04 - mmengine - INFO - Epoch(train) [5][2380/3757] lr: 5.000e-03 eta: 3:32:14 time: 0.343 data_time: 0.006 memory: 15235 grad_norm: 5.4972 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0559 loss: 1.0559 2022/06/14 13:17:11 - mmengine - INFO - Epoch(train) [5][2400/3757] lr: 5.000e-03 eta: 3:32:08 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.1780 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7848 loss: 0.7848 2022/06/14 13:17:17 - mmengine - INFO - Epoch(train) [5][2420/3757] lr: 5.000e-03 eta: 3:32:01 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 9.8108 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2004 loss: 1.2004 2022/06/14 13:17:24 - mmengine - INFO - Epoch(train) [5][2440/3757] lr: 5.000e-03 eta: 3:31:55 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.3416 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8499 loss: 0.8499 2022/06/14 13:17:30 - mmengine - INFO - Epoch(train) [5][2460/3757] lr: 5.000e-03 eta: 3:31:48 time: 0.320 data_time: 0.002 memory: 15235 grad_norm: 6.4803 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8951 loss: 0.8951 2022/06/14 13:17:37 - mmengine - INFO - Epoch(train) [5][2480/3757] lr: 5.000e-03 eta: 3:31:41 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 7.4415 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7761 loss: 0.7761 2022/06/14 13:17:43 - mmengine - INFO - Epoch(train) [5][2500/3757] lr: 5.000e-03 eta: 3:31:35 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 7.3672 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0396 loss: 1.0396 2022/06/14 13:17:50 - mmengine - INFO - Epoch(train) [5][2520/3757] lr: 5.000e-03 eta: 3:31:28 time: 0.344 data_time: 0.009 memory: 15235 grad_norm: 4.2598 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1760 loss: 1.1760 2022/06/14 13:17:56 - mmengine - INFO - Epoch(train) [5][2540/3757] lr: 5.000e-03 eta: 3:31:22 time: 0.325 data_time: 0.019 memory: 15235 grad_norm: 5.3092 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9622 loss: 0.9622 2022/06/14 13:18:03 - mmengine - INFO - Epoch(train) [5][2560/3757] lr: 5.000e-03 eta: 3:31:15 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.8546 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9270 loss: 0.9270 2022/06/14 13:18:09 - mmengine - INFO - Epoch(train) [5][2580/3757] lr: 5.000e-03 eta: 3:31:08 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 7.3748 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8263 loss: 0.8263 2022/06/14 13:18:16 - mmengine - INFO - Epoch(train) [5][2600/3757] lr: 5.000e-03 eta: 3:31:02 time: 0.338 data_time: 0.007 memory: 15235 grad_norm: 4.8696 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1777 loss: 1.1777 2022/06/14 13:18:22 - mmengine - INFO - Epoch(train) [5][2620/3757] lr: 5.000e-03 eta: 3:30:55 time: 0.325 data_time: 0.008 memory: 15235 grad_norm: 5.6703 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9882 loss: 0.9882 2022/06/14 13:18:29 - mmengine - INFO - Epoch(train) [5][2640/3757] lr: 5.000e-03 eta: 3:30:49 time: 0.320 data_time: 0.002 memory: 15235 grad_norm: 5.0663 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9084 loss: 0.9084 2022/06/14 13:18:35 - mmengine - INFO - Epoch(train) [5][2660/3757] lr: 5.000e-03 eta: 3:30:42 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0775 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3244 loss: 1.3244 2022/06/14 13:18:42 - mmengine - INFO - Epoch(train) [5][2680/3757] lr: 5.000e-03 eta: 3:30:35 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.7915 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8002 loss: 0.8002 2022/06/14 13:18:48 - mmengine - INFO - Epoch(train) [5][2700/3757] lr: 5.000e-03 eta: 3:30:29 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 8.1699 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0473 loss: 1.0473 2022/06/14 13:18:55 - mmengine - INFO - Epoch(train) [5][2720/3757] lr: 5.000e-03 eta: 3:30:23 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 7.3924 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9684 loss: 0.9684 2022/06/14 13:19:01 - mmengine - INFO - Epoch(train) [5][2740/3757] lr: 5.000e-03 eta: 3:30:16 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1658 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0992 loss: 1.0992 2022/06/14 13:19:08 - mmengine - INFO - Epoch(train) [5][2760/3757] lr: 5.000e-03 eta: 3:30:10 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.5919 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8960 loss: 0.8960 2022/06/14 13:19:15 - mmengine - INFO - Epoch(train) [5][2780/3757] lr: 5.000e-03 eta: 3:30:03 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.5051 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3657 loss: 1.3657 2022/06/14 13:19:21 - mmengine - INFO - Epoch(train) [5][2800/3757] lr: 5.000e-03 eta: 3:29:56 time: 0.324 data_time: 0.011 memory: 15235 grad_norm: 5.9432 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9249 loss: 0.9249 2022/06/14 13:19:28 - mmengine - INFO - Epoch(train) [5][2820/3757] lr: 5.000e-03 eta: 3:29:50 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.9735 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0840 loss: 1.0840 2022/06/14 13:19:34 - mmengine - INFO - Epoch(train) [5][2840/3757] lr: 5.000e-03 eta: 3:29:44 time: 0.350 data_time: 0.021 memory: 15235 grad_norm: 4.9491 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1648 loss: 1.1648 2022/06/14 13:19:41 - mmengine - INFO - Epoch(train) [5][2860/3757] lr: 5.000e-03 eta: 3:29:37 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.9451 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9676 loss: 0.9676 2022/06/14 13:19:47 - mmengine - INFO - Epoch(train) [5][2880/3757] lr: 5.000e-03 eta: 3:29:31 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.3901 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8304 loss: 0.8304 2022/06/14 13:19:54 - mmengine - INFO - Epoch(train) [5][2900/3757] lr: 5.000e-03 eta: 3:29:24 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.1340 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1037 loss: 1.1037 2022/06/14 13:20:00 - mmengine - INFO - Epoch(train) [5][2920/3757] lr: 5.000e-03 eta: 3:29:17 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.5991 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7894 loss: 0.7894 2022/06/14 13:20:07 - mmengine - INFO - Epoch(train) [5][2940/3757] lr: 5.000e-03 eta: 3:29:11 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.2247 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9170 loss: 0.9170 2022/06/14 13:20:14 - mmengine - INFO - Epoch(train) [5][2960/3757] lr: 5.000e-03 eta: 3:29:04 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.1404 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0819 loss: 1.0819 2022/06/14 13:20:17 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:20:20 - mmengine - INFO - Epoch(train) [5][2980/3757] lr: 5.000e-03 eta: 3:28:58 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.3630 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9295 loss: 0.9295 2022/06/14 13:20:27 - mmengine - INFO - Epoch(train) [5][3000/3757] lr: 5.000e-03 eta: 3:28:51 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8725 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8646 loss: 0.8646 2022/06/14 13:20:33 - mmengine - INFO - Epoch(train) [5][3020/3757] lr: 5.000e-03 eta: 3:28:45 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.1224 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5484 loss: 0.5484 2022/06/14 13:20:40 - mmengine - INFO - Epoch(train) [5][3040/3757] lr: 5.000e-03 eta: 3:28:38 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 6.0761 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9247 loss: 0.9247 2022/06/14 13:20:46 - mmengine - INFO - Epoch(train) [5][3060/3757] lr: 5.000e-03 eta: 3:28:32 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 7.5968 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0101 loss: 1.0101 2022/06/14 13:20:53 - mmengine - INFO - Epoch(train) [5][3080/3757] lr: 5.000e-03 eta: 3:28:25 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.8706 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0476 loss: 1.0476 2022/06/14 13:20:59 - mmengine - INFO - Epoch(train) [5][3100/3757] lr: 5.000e-03 eta: 3:28:19 time: 0.335 data_time: 0.006 memory: 15235 grad_norm: 9.8839 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2583 loss: 1.2583 2022/06/14 13:21:06 - mmengine - INFO - Epoch(train) [5][3120/3757] lr: 5.000e-03 eta: 3:28:12 time: 0.324 data_time: 0.020 memory: 15235 grad_norm: 6.0710 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7016 loss: 0.7016 2022/06/14 13:21:12 - mmengine - INFO - Epoch(train) [5][3140/3757] lr: 5.000e-03 eta: 3:28:05 time: 0.320 data_time: 0.002 memory: 15235 grad_norm: 15.2998 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7100 loss: 0.7100 2022/06/14 13:21:19 - mmengine - INFO - Epoch(train) [5][3160/3757] lr: 5.000e-03 eta: 3:27:59 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.3473 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9518 loss: 0.9518 2022/06/14 13:21:25 - mmengine - INFO - Epoch(train) [5][3180/3757] lr: 5.000e-03 eta: 3:27:52 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.3265 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9431 loss: 0.9431 2022/06/14 13:21:32 - mmengine - INFO - Epoch(train) [5][3200/3757] lr: 5.000e-03 eta: 3:27:46 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.6438 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7042 loss: 0.7042 2022/06/14 13:21:39 - mmengine - INFO - Epoch(train) [5][3220/3757] lr: 5.000e-03 eta: 3:27:39 time: 0.335 data_time: 0.007 memory: 15235 grad_norm: 7.1507 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7227 loss: 0.7227 2022/06/14 13:21:45 - mmengine - INFO - Epoch(train) [5][3240/3757] lr: 5.000e-03 eta: 3:27:33 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.0968 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7639 loss: 0.7639 2022/06/14 13:21:52 - mmengine - INFO - Epoch(train) [5][3260/3757] lr: 5.000e-03 eta: 3:27:26 time: 0.329 data_time: 0.003 memory: 15235 grad_norm: 5.6492 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7735 loss: 0.7735 2022/06/14 13:21:58 - mmengine - INFO - Epoch(train) [5][3280/3757] lr: 5.000e-03 eta: 3:27:20 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.5041 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5481 loss: 0.5481 2022/06/14 13:22:05 - mmengine - INFO - Epoch(train) [5][3300/3757] lr: 5.000e-03 eta: 3:27:13 time: 0.479 data_time: 0.165 memory: 15235 grad_norm: 5.7797 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9350 loss: 0.9350 2022/06/14 13:22:11 - mmengine - INFO - Epoch(train) [5][3320/3757] lr: 5.000e-03 eta: 3:27:07 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 7.6505 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0804 loss: 1.0804 2022/06/14 13:22:18 - mmengine - INFO - Epoch(train) [5][3340/3757] lr: 5.000e-03 eta: 3:27:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6934 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8636 loss: 0.8636 2022/06/14 13:22:24 - mmengine - INFO - Epoch(train) [5][3360/3757] lr: 5.000e-03 eta: 3:26:54 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.3279 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9400 loss: 0.9400 2022/06/14 13:22:31 - mmengine - INFO - Epoch(train) [5][3380/3757] lr: 5.000e-03 eta: 3:26:47 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.2686 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9836 loss: 0.9836 2022/06/14 13:22:37 - mmengine - INFO - Epoch(train) [5][3400/3757] lr: 5.000e-03 eta: 3:26:40 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.4619 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8209 loss: 0.8209 2022/06/14 13:22:44 - mmengine - INFO - Epoch(train) [5][3420/3757] lr: 5.000e-03 eta: 3:26:34 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.1104 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7628 loss: 0.7628 2022/06/14 13:22:50 - mmengine - INFO - Epoch(train) [5][3440/3757] lr: 5.000e-03 eta: 3:26:27 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.1682 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9448 loss: 0.9448 2022/06/14 13:22:57 - mmengine - INFO - Epoch(train) [5][3460/3757] lr: 5.000e-03 eta: 3:26:21 time: 0.332 data_time: 0.009 memory: 15235 grad_norm: 4.8641 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1021 loss: 1.1021 2022/06/14 13:23:04 - mmengine - INFO - Epoch(train) [5][3480/3757] lr: 5.000e-03 eta: 3:26:14 time: 0.325 data_time: 0.022 memory: 15235 grad_norm: 5.7304 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0342 loss: 1.0342 2022/06/14 13:23:10 - mmengine - INFO - Epoch(train) [5][3500/3757] lr: 5.000e-03 eta: 3:26:07 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4592 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8349 loss: 0.8349 2022/06/14 13:23:17 - mmengine - INFO - Epoch(train) [5][3520/3757] lr: 5.000e-03 eta: 3:26:01 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 5.7472 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9732 loss: 0.9732 2022/06/14 13:23:23 - mmengine - INFO - Epoch(train) [5][3540/3757] lr: 5.000e-03 eta: 3:25:54 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.2682 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8559 loss: 0.8559 2022/06/14 13:23:30 - mmengine - INFO - Epoch(train) [5][3560/3757] lr: 5.000e-03 eta: 3:25:48 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 5.7483 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8700 loss: 0.8700 2022/06/14 13:23:36 - mmengine - INFO - Epoch(train) [5][3580/3757] lr: 5.000e-03 eta: 3:25:41 time: 0.317 data_time: 0.030 memory: 15235 grad_norm: 5.0439 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9413 loss: 0.9413 2022/06/14 13:23:43 - mmengine - INFO - Epoch(train) [5][3600/3757] lr: 5.000e-03 eta: 3:25:35 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 5.1024 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8758 loss: 0.8758 2022/06/14 13:23:49 - mmengine - INFO - Epoch(train) [5][3620/3757] lr: 5.000e-03 eta: 3:25:28 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 21.9187 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9359 loss: 0.9359 2022/06/14 13:23:56 - mmengine - INFO - Epoch(train) [5][3640/3757] lr: 5.000e-03 eta: 3:25:22 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.3478 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9774 loss: 0.9774 2022/06/14 13:24:02 - mmengine - INFO - Epoch(train) [5][3660/3757] lr: 5.000e-03 eta: 3:25:15 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6296 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7004 loss: 0.7004 2022/06/14 13:24:09 - mmengine - INFO - Epoch(train) [5][3680/3757] lr: 5.000e-03 eta: 3:25:08 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4052 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2878 loss: 1.2878 2022/06/14 13:24:15 - mmengine - INFO - Epoch(train) [5][3700/3757] lr: 5.000e-03 eta: 3:25:02 time: 0.323 data_time: 0.025 memory: 15235 grad_norm: 7.0145 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1313 loss: 1.1313 2022/06/14 13:24:22 - mmengine - INFO - Epoch(train) [5][3720/3757] lr: 5.000e-03 eta: 3:24:55 time: 0.330 data_time: 0.009 memory: 15235 grad_norm: 7.0996 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0406 loss: 1.0406 2022/06/14 13:24:28 - mmengine - INFO - Epoch(train) [5][3740/3757] lr: 5.000e-03 eta: 3:24:48 time: 0.311 data_time: 0.005 memory: 15235 grad_norm: 6.2050 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 0.9640 loss: 0.9640 2022/06/14 13:24:33 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:24:33 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/06/14 13:24:46 - mmengine - INFO - Epoch(val) [5][20/310] eta: 0:01:47 time: 0.156 data_time: 0.069 memory: 15235 2022/06/14 13:24:50 - mmengine - INFO - Epoch(val) [5][40/310] eta: 0:01:40 time: 0.091 data_time: 0.006 memory: 2470 2022/06/14 13:24:55 - mmengine - INFO - Epoch(val) [5][60/310] eta: 0:00:23 time: 0.101 data_time: 0.007 memory: 2470 2022/06/14 13:24:59 - mmengine - INFO - Epoch(val) [5][80/310] eta: 0:00:21 time: 0.102 data_time: 0.002 memory: 2470 2022/06/14 13:25:07 - mmengine - INFO - Epoch(val) [5][100/310] eta: 0:01:12 time: 0.084 data_time: 0.002 memory: 2470 2022/06/14 13:25:12 - mmengine - INFO - Epoch(val) [5][120/310] eta: 0:01:14 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 13:25:16 - mmengine - INFO - Epoch(val) [5][140/310] eta: 0:00:16 time: 0.127 data_time: 0.027 memory: 2470 2022/06/14 13:25:20 - mmengine - INFO - Epoch(val) [5][160/310] eta: 0:00:13 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 13:25:28 - mmengine - INFO - Epoch(val) [5][180/310] eta: 0:00:45 time: 0.092 data_time: 0.002 memory: 2470 2022/06/14 13:25:32 - mmengine - INFO - Epoch(val) [5][200/310] eta: 0:00:36 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 13:25:37 - mmengine - INFO - Epoch(val) [5][220/310] eta: 0:00:08 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 13:25:42 - mmengine - INFO - Epoch(val) [5][240/310] eta: 0:00:06 time: 0.101 data_time: 0.003 memory: 2470 2022/06/14 13:25:50 - mmengine - INFO - Epoch(val) [5][260/310] eta: 0:00:19 time: 0.102 data_time: 0.001 memory: 2470 2022/06/14 13:25:54 - mmengine - INFO - Epoch(val) [5][280/310] eta: 0:00:09 time: 0.094 data_time: 0.002 memory: 2470 2022/06/14 13:25:56 - mmengine - INFO - Epoch(val) [5][300/310] eta: 0:00:01 time: 0.082 data_time: 0.001 memory: 2470 2022/06/14 13:25:58 - mmengine - INFO - Epoch(val) [5][310/310] acc/top1: 0.7285 acc/top5: 0.9131 acc/mean1: 0.7284 2022/06/14 13:26:09 - mmengine - INFO - Epoch(train) [6][20/3757] lr: 5.000e-04 eta: 3:24:41 time: 0.332 data_time: 0.003 memory: 15235 grad_norm: 5.1485 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6508 loss: 0.6508 2022/06/14 13:26:16 - mmengine - INFO - Epoch(train) [6][40/3757] lr: 5.000e-04 eta: 3:24:34 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 4.6283 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8566 loss: 0.8566 2022/06/14 13:26:23 - mmengine - INFO - Epoch(train) [6][60/3757] lr: 5.000e-04 eta: 3:24:28 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 4.9590 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1766 loss: 1.1766 2022/06/14 13:26:29 - mmengine - INFO - Epoch(train) [6][80/3757] lr: 5.000e-04 eta: 3:24:21 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0524 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1070 loss: 1.1070 2022/06/14 13:26:36 - mmengine - INFO - Epoch(train) [6][100/3757] lr: 5.000e-04 eta: 3:24:15 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 5.0642 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6265 loss: 0.6265 2022/06/14 13:26:42 - mmengine - INFO - Epoch(train) [6][120/3757] lr: 5.000e-04 eta: 3:24:08 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.1901 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8640 loss: 0.8640 2022/06/14 13:26:49 - mmengine - INFO - Epoch(train) [6][140/3757] lr: 5.000e-04 eta: 3:24:01 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0725 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8911 loss: 0.8911 2022/06/14 13:26:55 - mmengine - INFO - Epoch(train) [6][160/3757] lr: 5.000e-04 eta: 3:23:55 time: 0.334 data_time: 0.014 memory: 15235 grad_norm: 5.5325 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7222 loss: 0.7222 2022/06/14 13:27:02 - mmengine - INFO - Epoch(train) [6][180/3757] lr: 5.000e-04 eta: 3:23:48 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 5.1903 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7631 loss: 0.7631 2022/06/14 13:27:08 - mmengine - INFO - Epoch(train) [6][200/3757] lr: 5.000e-04 eta: 3:23:42 time: 0.328 data_time: 0.004 memory: 15235 grad_norm: 4.5947 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7247 loss: 0.7247 2022/06/14 13:27:13 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:27:15 - mmengine - INFO - Epoch(train) [6][220/3757] lr: 5.000e-04 eta: 3:23:35 time: 0.334 data_time: 0.011 memory: 15235 grad_norm: 4.6782 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7034 loss: 0.7034 2022/06/14 13:27:21 - mmengine - INFO - Epoch(train) [6][240/3757] lr: 5.000e-04 eta: 3:23:29 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.8832 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6449 loss: 0.6449 2022/06/14 13:27:28 - mmengine - INFO - Epoch(train) [6][260/3757] lr: 5.000e-04 eta: 3:23:22 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 5.4900 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8184 loss: 0.8184 2022/06/14 13:27:34 - mmengine - INFO - Epoch(train) [6][280/3757] lr: 5.000e-04 eta: 3:23:15 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 4.9688 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7834 loss: 0.7834 2022/06/14 13:27:41 - mmengine - INFO - Epoch(train) [6][300/3757] lr: 5.000e-04 eta: 3:23:09 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 4.2925 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4651 loss: 0.4651 2022/06/14 13:27:47 - mmengine - INFO - Epoch(train) [6][320/3757] lr: 5.000e-04 eta: 3:23:02 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.2411 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9299 loss: 0.9299 2022/06/14 13:27:54 - mmengine - INFO - Epoch(train) [6][340/3757] lr: 5.000e-04 eta: 3:22:56 time: 0.319 data_time: 0.026 memory: 15235 grad_norm: 5.8141 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4873 loss: 0.4873 2022/06/14 13:28:01 - mmengine - INFO - Epoch(train) [6][360/3757] lr: 5.000e-04 eta: 3:22:49 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.7165 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4748 loss: 0.4748 2022/06/14 13:28:07 - mmengine - INFO - Epoch(train) [6][380/3757] lr: 5.000e-04 eta: 3:22:43 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.3685 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6491 loss: 0.6491 2022/06/14 13:28:14 - mmengine - INFO - Epoch(train) [6][400/3757] lr: 5.000e-04 eta: 3:22:36 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.5006 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8782 loss: 0.8782 2022/06/14 13:28:20 - mmengine - INFO - Epoch(train) [6][420/3757] lr: 5.000e-04 eta: 3:22:30 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.7082 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5482 loss: 0.5482 2022/06/14 13:28:27 - mmengine - INFO - Epoch(train) [6][440/3757] lr: 5.000e-04 eta: 3:22:23 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9095 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7580 loss: 0.7580 2022/06/14 13:28:33 - mmengine - INFO - Epoch(train) [6][460/3757] lr: 5.000e-04 eta: 3:22:17 time: 0.318 data_time: 0.002 memory: 15235 grad_norm: 4.4902 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 0.7823 loss: 0.7823 2022/06/14 13:28:40 - mmengine - INFO - Epoch(train) [6][480/3757] lr: 5.000e-04 eta: 3:22:10 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.0409 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6864 loss: 0.6864 2022/06/14 13:28:46 - mmengine - INFO - Epoch(train) [6][500/3757] lr: 5.000e-04 eta: 3:22:03 time: 0.319 data_time: 0.018 memory: 15235 grad_norm: 5.2815 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8152 loss: 0.8152 2022/06/14 13:28:53 - mmengine - INFO - Epoch(train) [6][520/3757] lr: 5.000e-04 eta: 3:21:57 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.1447 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8926 loss: 0.8926 2022/06/14 13:28:59 - mmengine - INFO - Epoch(train) [6][540/3757] lr: 5.000e-04 eta: 3:21:50 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.6164 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7284 loss: 0.7284 2022/06/14 13:29:06 - mmengine - INFO - Epoch(train) [6][560/3757] lr: 5.000e-04 eta: 3:21:44 time: 0.318 data_time: 0.032 memory: 15235 grad_norm: 5.3929 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3927 loss: 0.3927 2022/06/14 13:29:12 - mmengine - INFO - Epoch(train) [6][580/3757] lr: 5.000e-04 eta: 3:21:37 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.9278 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8792 loss: 0.8792 2022/06/14 13:29:19 - mmengine - INFO - Epoch(train) [6][600/3757] lr: 5.000e-04 eta: 3:21:31 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9228 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6317 loss: 0.6317 2022/06/14 13:29:25 - mmengine - INFO - Epoch(train) [6][620/3757] lr: 5.000e-04 eta: 3:21:24 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 5.0759 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0393 loss: 1.0393 2022/06/14 13:29:32 - mmengine - INFO - Epoch(train) [6][640/3757] lr: 5.000e-04 eta: 3:21:17 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.5006 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6217 loss: 0.6217 2022/06/14 13:29:39 - mmengine - INFO - Epoch(train) [6][660/3757] lr: 5.000e-04 eta: 3:21:11 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.2168 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6178 loss: 0.6178 2022/06/14 13:29:45 - mmengine - INFO - Epoch(train) [6][680/3757] lr: 5.000e-04 eta: 3:21:04 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 3.5281 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0493 loss: 1.0493 2022/06/14 13:29:52 - mmengine - INFO - Epoch(train) [6][700/3757] lr: 5.000e-04 eta: 3:20:58 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.1383 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0430 loss: 1.0430 2022/06/14 13:29:58 - mmengine - INFO - Epoch(train) [6][720/3757] lr: 5.000e-04 eta: 3:20:51 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.6276 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1725 loss: 1.1725 2022/06/14 13:30:05 - mmengine - INFO - Epoch(train) [6][740/3757] lr: 5.000e-04 eta: 3:20:45 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.1017 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7880 loss: 0.7880 2022/06/14 13:30:11 - mmengine - INFO - Epoch(train) [6][760/3757] lr: 5.000e-04 eta: 3:20:38 time: 0.315 data_time: 0.008 memory: 15235 grad_norm: 4.5738 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7707 loss: 0.7707 2022/06/14 13:30:18 - mmengine - INFO - Epoch(train) [6][780/3757] lr: 5.000e-04 eta: 3:20:32 time: 0.325 data_time: 0.002 memory: 15235 grad_norm: 4.1608 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6076 loss: 0.6076 2022/06/14 13:30:24 - mmengine - INFO - Epoch(train) [6][800/3757] lr: 5.000e-04 eta: 3:20:25 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 4.8988 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8610 loss: 0.8610 2022/06/14 13:30:31 - mmengine - INFO - Epoch(train) [6][820/3757] lr: 5.000e-04 eta: 3:20:18 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5034 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7106 loss: 0.7106 2022/06/14 13:30:37 - mmengine - INFO - Epoch(train) [6][840/3757] lr: 5.000e-04 eta: 3:20:12 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.1324 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8605 loss: 0.8605 2022/06/14 13:30:44 - mmengine - INFO - Epoch(train) [6][860/3757] lr: 5.000e-04 eta: 3:20:05 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.6604 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7877 loss: 0.7877 2022/06/14 13:30:50 - mmengine - INFO - Epoch(train) [6][880/3757] lr: 5.000e-04 eta: 3:19:59 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.2967 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6198 loss: 0.6198 2022/06/14 13:30:57 - mmengine - INFO - Epoch(train) [6][900/3757] lr: 5.000e-04 eta: 3:19:52 time: 0.320 data_time: 0.004 memory: 15235 grad_norm: 5.4344 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8602 loss: 0.8602 2022/06/14 13:31:03 - mmengine - INFO - Epoch(train) [6][920/3757] lr: 5.000e-04 eta: 3:19:46 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 4.6428 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6356 loss: 0.6356 2022/06/14 13:31:10 - mmengine - INFO - Epoch(train) [6][940/3757] lr: 5.000e-04 eta: 3:19:39 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.9791 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6310 loss: 0.6310 2022/06/14 13:31:16 - mmengine - INFO - Epoch(train) [6][960/3757] lr: 5.000e-04 eta: 3:19:32 time: 0.321 data_time: 0.002 memory: 15235 grad_norm: 5.0411 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8438 loss: 0.8438 2022/06/14 13:31:23 - mmengine - INFO - Epoch(train) [6][980/3757] lr: 5.000e-04 eta: 3:19:26 time: 0.329 data_time: 0.039 memory: 15235 grad_norm: 5.4164 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6093 loss: 0.6093 2022/06/14 13:31:29 - mmengine - INFO - Epoch(train) [6][1000/3757] lr: 5.000e-04 eta: 3:19:19 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.0361 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9206 loss: 0.9206 2022/06/14 13:31:36 - mmengine - INFO - Epoch(train) [6][1020/3757] lr: 5.000e-04 eta: 3:19:13 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.0022 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6922 loss: 0.6922 2022/06/14 13:31:43 - mmengine - INFO - Epoch(train) [6][1040/3757] lr: 5.000e-04 eta: 3:19:06 time: 0.326 data_time: 0.010 memory: 15235 grad_norm: 4.9337 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6835 loss: 0.6835 2022/06/14 13:31:49 - mmengine - INFO - Epoch(train) [6][1060/3757] lr: 5.000e-04 eta: 3:19:00 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.3049 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8634 loss: 0.8634 2022/06/14 13:31:56 - mmengine - INFO - Epoch(train) [6][1080/3757] lr: 5.000e-04 eta: 3:18:53 time: 0.350 data_time: 0.034 memory: 15235 grad_norm: 4.9731 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8151 loss: 0.8151 2022/06/14 13:32:02 - mmengine - INFO - Epoch(train) [6][1100/3757] lr: 5.000e-04 eta: 3:18:46 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.9491 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8165 loss: 0.8165 2022/06/14 13:32:09 - mmengine - INFO - Epoch(train) [6][1120/3757] lr: 5.000e-04 eta: 3:18:40 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.3313 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6649 loss: 0.6649 2022/06/14 13:32:15 - mmengine - INFO - Epoch(train) [6][1140/3757] lr: 5.000e-04 eta: 3:18:33 time: 0.362 data_time: 0.003 memory: 15235 grad_norm: 4.7632 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.7986 loss: 0.7986 2022/06/14 13:32:22 - mmengine - INFO - Epoch(train) [6][1160/3757] lr: 5.000e-04 eta: 3:18:27 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.7216 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7986 loss: 0.7986 2022/06/14 13:32:29 - mmengine - INFO - Epoch(train) [6][1180/3757] lr: 5.000e-04 eta: 3:18:21 time: 0.320 data_time: 0.009 memory: 15235 grad_norm: 5.8068 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5547 loss: 0.5547 2022/06/14 13:32:35 - mmengine - INFO - Epoch(train) [6][1200/3757] lr: 5.000e-04 eta: 3:18:14 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.3863 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7161 loss: 0.7161 2022/06/14 13:32:40 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:32:42 - mmengine - INFO - Epoch(train) [6][1220/3757] lr: 5.000e-04 eta: 3:18:07 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 4.5579 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8821 loss: 0.8821 2022/06/14 13:32:48 - mmengine - INFO - Epoch(train) [6][1240/3757] lr: 5.000e-04 eta: 3:18:01 time: 0.322 data_time: 0.008 memory: 15235 grad_norm: 5.4638 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6744 loss: 0.6744 2022/06/14 13:32:55 - mmengine - INFO - Epoch(train) [6][1260/3757] lr: 5.000e-04 eta: 3:17:54 time: 0.321 data_time: 0.015 memory: 15235 grad_norm: 4.8129 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6839 loss: 0.6839 2022/06/14 13:33:01 - mmengine - INFO - Epoch(train) [6][1280/3757] lr: 5.000e-04 eta: 3:17:48 time: 0.319 data_time: 0.003 memory: 15235 grad_norm: 4.6099 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6225 loss: 0.6225 2022/06/14 13:33:08 - mmengine - INFO - Epoch(train) [6][1300/3757] lr: 5.000e-04 eta: 3:17:41 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 5.3408 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7274 loss: 0.7274 2022/06/14 13:33:14 - mmengine - INFO - Epoch(train) [6][1320/3757] lr: 5.000e-04 eta: 3:17:34 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.7898 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8300 loss: 0.8300 2022/06/14 13:33:21 - mmengine - INFO - Epoch(train) [6][1340/3757] lr: 5.000e-04 eta: 3:17:28 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5760 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8939 loss: 0.8939 2022/06/14 13:33:27 - mmengine - INFO - Epoch(train) [6][1360/3757] lr: 5.000e-04 eta: 3:17:21 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0962 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8614 loss: 0.8614 2022/06/14 13:33:34 - mmengine - INFO - Epoch(train) [6][1380/3757] lr: 5.000e-04 eta: 3:17:15 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.1755 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6733 loss: 0.6733 2022/06/14 13:33:40 - mmengine - INFO - Epoch(train) [6][1400/3757] lr: 5.000e-04 eta: 3:17:08 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 4.3305 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5727 loss: 0.5727 2022/06/14 13:33:47 - mmengine - INFO - Epoch(train) [6][1420/3757] lr: 5.000e-04 eta: 3:17:02 time: 0.325 data_time: 0.010 memory: 15235 grad_norm: 4.9886 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7095 loss: 0.7095 2022/06/14 13:33:53 - mmengine - INFO - Epoch(train) [6][1440/3757] lr: 5.000e-04 eta: 3:16:55 time: 0.333 data_time: 0.007 memory: 15235 grad_norm: 5.1583 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5857 loss: 0.5857 2022/06/14 13:34:00 - mmengine - INFO - Epoch(train) [6][1460/3757] lr: 5.000e-04 eta: 3:16:49 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.0493 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 0.8334 loss: 0.8334 2022/06/14 13:34:07 - mmengine - INFO - Epoch(train) [6][1480/3757] lr: 5.000e-04 eta: 3:16:42 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 3.6971 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5193 loss: 0.5193 2022/06/14 13:34:13 - mmengine - INFO - Epoch(train) [6][1500/3757] lr: 5.000e-04 eta: 3:16:36 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.1589 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6240 loss: 0.6240 2022/06/14 13:34:20 - mmengine - INFO - Epoch(train) [6][1520/3757] lr: 5.000e-04 eta: 3:16:29 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.6973 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7399 loss: 0.7399 2022/06/14 13:34:26 - mmengine - INFO - Epoch(train) [6][1540/3757] lr: 5.000e-04 eta: 3:16:23 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.4272 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8900 loss: 0.8900 2022/06/14 13:34:33 - mmengine - INFO - Epoch(train) [6][1560/3757] lr: 5.000e-04 eta: 3:16:16 time: 0.318 data_time: 0.006 memory: 15235 grad_norm: 4.2974 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7431 loss: 0.7431 2022/06/14 13:34:39 - mmengine - INFO - Epoch(train) [6][1580/3757] lr: 5.000e-04 eta: 3:16:09 time: 0.319 data_time: 0.008 memory: 15235 grad_norm: 4.6769 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6113 loss: 0.6113 2022/06/14 13:34:46 - mmengine - INFO - Epoch(train) [6][1600/3757] lr: 5.000e-04 eta: 3:16:03 time: 0.339 data_time: 0.006 memory: 15235 grad_norm: 4.9742 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8678 loss: 0.8678 2022/06/14 13:34:52 - mmengine - INFO - Epoch(train) [6][1620/3757] lr: 5.000e-04 eta: 3:15:56 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.1749 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6670 loss: 0.6670 2022/06/14 13:34:59 - mmengine - INFO - Epoch(train) [6][1640/3757] lr: 5.000e-04 eta: 3:15:50 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.2305 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5614 loss: 0.5614 2022/06/14 13:35:05 - mmengine - INFO - Epoch(train) [6][1660/3757] lr: 5.000e-04 eta: 3:15:43 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.7608 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6187 loss: 0.6187 2022/06/14 13:35:12 - mmengine - INFO - Epoch(train) [6][1680/3757] lr: 5.000e-04 eta: 3:15:36 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.2092 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9657 loss: 0.9657 2022/06/14 13:35:18 - mmengine - INFO - Epoch(train) [6][1700/3757] lr: 5.000e-04 eta: 3:15:30 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.0027 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5522 loss: 0.5522 2022/06/14 13:35:25 - mmengine - INFO - Epoch(train) [6][1720/3757] lr: 5.000e-04 eta: 3:15:23 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.3113 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6999 loss: 0.6999 2022/06/14 13:35:31 - mmengine - INFO - Epoch(train) [6][1740/3757] lr: 5.000e-04 eta: 3:15:17 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.2905 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5280 loss: 0.5280 2022/06/14 13:35:38 - mmengine - INFO - Epoch(train) [6][1760/3757] lr: 5.000e-04 eta: 3:15:10 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.0812 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7626 loss: 0.7626 2022/06/14 13:35:44 - mmengine - INFO - Epoch(train) [6][1780/3757] lr: 5.000e-04 eta: 3:15:03 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.4213 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6360 loss: 0.6360 2022/06/14 13:35:51 - mmengine - INFO - Epoch(train) [6][1800/3757] lr: 5.000e-04 eta: 3:14:57 time: 0.321 data_time: 0.041 memory: 15235 grad_norm: 5.1132 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6928 loss: 0.6928 2022/06/14 13:35:57 - mmengine - INFO - Epoch(train) [6][1820/3757] lr: 5.000e-04 eta: 3:14:50 time: 0.325 data_time: 0.018 memory: 15235 grad_norm: 5.6954 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5770 loss: 0.5770 2022/06/14 13:36:04 - mmengine - INFO - Epoch(train) [6][1840/3757] lr: 5.000e-04 eta: 3:14:44 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.6637 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5152 loss: 0.5152 2022/06/14 13:36:10 - mmengine - INFO - Epoch(train) [6][1860/3757] lr: 5.000e-04 eta: 3:14:37 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.5538 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8703 loss: 0.8703 2022/06/14 13:36:17 - mmengine - INFO - Epoch(train) [6][1880/3757] lr: 5.000e-04 eta: 3:14:31 time: 0.324 data_time: 0.021 memory: 15235 grad_norm: 4.0858 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7207 loss: 0.7207 2022/06/14 13:36:23 - mmengine - INFO - Epoch(train) [6][1900/3757] lr: 5.000e-04 eta: 3:14:24 time: 0.319 data_time: 0.003 memory: 15235 grad_norm: 5.1075 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6793 loss: 0.6793 2022/06/14 13:36:30 - mmengine - INFO - Epoch(train) [6][1920/3757] lr: 5.000e-04 eta: 3:14:17 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.7456 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6051 loss: 0.6051 2022/06/14 13:36:36 - mmengine - INFO - Epoch(train) [6][1940/3757] lr: 5.000e-04 eta: 3:14:11 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.6982 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9436 loss: 0.9436 2022/06/14 13:36:43 - mmengine - INFO - Epoch(train) [6][1960/3757] lr: 5.000e-04 eta: 3:14:04 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 4.5911 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5724 loss: 0.5724 2022/06/14 13:36:49 - mmengine - INFO - Epoch(train) [6][1980/3757] lr: 5.000e-04 eta: 3:13:58 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.8921 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8437 loss: 0.8437 2022/06/14 13:36:56 - mmengine - INFO - Epoch(train) [6][2000/3757] lr: 5.000e-04 eta: 3:13:51 time: 0.342 data_time: 0.003 memory: 15235 grad_norm: 6.5224 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9484 loss: 0.9484 2022/06/14 13:37:02 - mmengine - INFO - Epoch(train) [6][2020/3757] lr: 5.000e-04 eta: 3:13:44 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.3192 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5573 loss: 0.5573 2022/06/14 13:37:09 - mmengine - INFO - Epoch(train) [6][2040/3757] lr: 5.000e-04 eta: 3:13:38 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 5.9264 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7243 loss: 0.7243 2022/06/14 13:37:16 - mmengine - INFO - Epoch(train) [6][2060/3757] lr: 5.000e-04 eta: 3:13:31 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.7380 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7563 loss: 0.7563 2022/06/14 13:37:22 - mmengine - INFO - Epoch(train) [6][2080/3757] lr: 5.000e-04 eta: 3:13:25 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 3.8294 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8673 loss: 0.8673 2022/06/14 13:37:29 - mmengine - INFO - Epoch(train) [6][2100/3757] lr: 5.000e-04 eta: 3:13:18 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0486 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6659 loss: 0.6659 2022/06/14 13:37:35 - mmengine - INFO - Epoch(train) [6][2120/3757] lr: 5.000e-04 eta: 3:13:12 time: 0.320 data_time: 0.004 memory: 15235 grad_norm: 5.3977 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.3916 loss: 0.3916 2022/06/14 13:37:42 - mmengine - INFO - Epoch(train) [6][2140/3757] lr: 5.000e-04 eta: 3:13:05 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.7297 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7003 loss: 0.7003 2022/06/14 13:37:48 - mmengine - INFO - Epoch(train) [6][2160/3757] lr: 5.000e-04 eta: 3:12:59 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.9263 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3437 loss: 0.3437 2022/06/14 13:37:55 - mmengine - INFO - Epoch(train) [6][2180/3757] lr: 5.000e-04 eta: 3:12:52 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 4.0018 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5314 loss: 0.5314 2022/06/14 13:38:01 - mmengine - INFO - Epoch(train) [6][2200/3757] lr: 5.000e-04 eta: 3:12:46 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.7549 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7733 loss: 0.7733 2022/06/14 13:38:06 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:38:08 - mmengine - INFO - Epoch(train) [6][2220/3757] lr: 5.000e-04 eta: 3:12:39 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 4.8240 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4688 loss: 0.4688 2022/06/14 13:38:14 - mmengine - INFO - Epoch(train) [6][2240/3757] lr: 5.000e-04 eta: 3:12:32 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.7227 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8784 loss: 0.8784 2022/06/14 13:38:21 - mmengine - INFO - Epoch(train) [6][2260/3757] lr: 5.000e-04 eta: 3:12:26 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.2144 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9181 loss: 0.9181 2022/06/14 13:38:27 - mmengine - INFO - Epoch(train) [6][2280/3757] lr: 5.000e-04 eta: 3:12:19 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.0898 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.4559 loss: 0.4559 2022/06/14 13:38:34 - mmengine - INFO - Epoch(train) [6][2300/3757] lr: 5.000e-04 eta: 3:12:13 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 6.0059 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9530 loss: 0.9530 2022/06/14 13:38:41 - mmengine - INFO - Epoch(train) [6][2320/3757] lr: 5.000e-04 eta: 3:12:06 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.8494 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4719 loss: 0.4719 2022/06/14 13:38:47 - mmengine - INFO - Epoch(train) [6][2340/3757] lr: 5.000e-04 eta: 3:12:00 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 5.7680 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7077 loss: 0.7077 2022/06/14 13:38:54 - mmengine - INFO - Epoch(train) [6][2360/3757] lr: 5.000e-04 eta: 3:11:53 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.9123 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7479 loss: 0.7479 2022/06/14 13:39:00 - mmengine - INFO - Epoch(train) [6][2380/3757] lr: 5.000e-04 eta: 3:11:47 time: 0.319 data_time: 0.002 memory: 15235 grad_norm: 5.0876 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7318 loss: 0.7318 2022/06/14 13:39:07 - mmengine - INFO - Epoch(train) [6][2400/3757] lr: 5.000e-04 eta: 3:11:40 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 4.2108 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5902 loss: 0.5902 2022/06/14 13:39:13 - mmengine - INFO - Epoch(train) [6][2420/3757] lr: 5.000e-04 eta: 3:11:34 time: 0.337 data_time: 0.003 memory: 15235 grad_norm: 4.3342 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5957 loss: 0.5957 2022/06/14 13:39:20 - mmengine - INFO - Epoch(train) [6][2440/3757] lr: 5.000e-04 eta: 3:11:27 time: 0.317 data_time: 0.008 memory: 15235 grad_norm: 4.2431 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0187 loss: 1.0187 2022/06/14 13:39:26 - mmengine - INFO - Epoch(train) [6][2460/3757] lr: 5.000e-04 eta: 3:11:20 time: 0.334 data_time: 0.029 memory: 15235 grad_norm: 6.5475 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7657 loss: 0.7657 2022/06/14 13:39:33 - mmengine - INFO - Epoch(train) [6][2480/3757] lr: 5.000e-04 eta: 3:11:14 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0839 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8299 loss: 0.8299 2022/06/14 13:39:39 - mmengine - INFO - Epoch(train) [6][2500/3757] lr: 5.000e-04 eta: 3:11:07 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.1285 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0245 loss: 1.0245 2022/06/14 13:39:46 - mmengine - INFO - Epoch(train) [6][2520/3757] lr: 5.000e-04 eta: 3:11:01 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.2137 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4822 loss: 0.4822 2022/06/14 13:39:52 - mmengine - INFO - Epoch(train) [6][2540/3757] lr: 5.000e-04 eta: 3:10:54 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.1015 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7989 loss: 0.7989 2022/06/14 13:39:59 - mmengine - INFO - Epoch(train) [6][2560/3757] lr: 5.000e-04 eta: 3:10:48 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.1637 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7884 loss: 0.7884 2022/06/14 13:40:06 - mmengine - INFO - Epoch(train) [6][2580/3757] lr: 5.000e-04 eta: 3:10:41 time: 0.335 data_time: 0.006 memory: 15235 grad_norm: 4.7877 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8368 loss: 0.8368 2022/06/14 13:40:12 - mmengine - INFO - Epoch(train) [6][2600/3757] lr: 5.000e-04 eta: 3:10:35 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.5741 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5615 loss: 0.5615 2022/06/14 13:40:19 - mmengine - INFO - Epoch(train) [6][2620/3757] lr: 5.000e-04 eta: 3:10:28 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.6254 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6116 loss: 0.6116 2022/06/14 13:40:25 - mmengine - INFO - Epoch(train) [6][2640/3757] lr: 5.000e-04 eta: 3:10:22 time: 0.315 data_time: 0.015 memory: 15235 grad_norm: 4.8538 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7258 loss: 0.7258 2022/06/14 13:40:32 - mmengine - INFO - Epoch(train) [6][2660/3757] lr: 5.000e-04 eta: 3:10:15 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.1937 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6556 loss: 0.6556 2022/06/14 13:40:38 - mmengine - INFO - Epoch(train) [6][2680/3757] lr: 5.000e-04 eta: 3:10:09 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.6473 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7590 loss: 0.7590 2022/06/14 13:40:45 - mmengine - INFO - Epoch(train) [6][2700/3757] lr: 5.000e-04 eta: 3:10:02 time: 0.323 data_time: 0.024 memory: 15235 grad_norm: 6.8941 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8411 loss: 0.8411 2022/06/14 13:40:51 - mmengine - INFO - Epoch(train) [6][2720/3757] lr: 5.000e-04 eta: 3:09:55 time: 0.324 data_time: 0.005 memory: 15235 grad_norm: 5.0511 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5956 loss: 0.5956 2022/06/14 13:40:58 - mmengine - INFO - Epoch(train) [6][2740/3757] lr: 5.000e-04 eta: 3:09:49 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 4.0644 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7407 loss: 0.7407 2022/06/14 13:41:04 - mmengine - INFO - Epoch(train) [6][2760/3757] lr: 5.000e-04 eta: 3:09:42 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 6.1736 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7342 loss: 0.7342 2022/06/14 13:41:11 - mmengine - INFO - Epoch(train) [6][2780/3757] lr: 5.000e-04 eta: 3:09:36 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 4.6169 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0107 loss: 1.0107 2022/06/14 13:41:17 - mmengine - INFO - Epoch(train) [6][2800/3757] lr: 5.000e-04 eta: 3:09:29 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.9878 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5930 loss: 0.5930 2022/06/14 13:41:24 - mmengine - INFO - Epoch(train) [6][2820/3757] lr: 5.000e-04 eta: 3:09:23 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.2064 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4943 loss: 0.4943 2022/06/14 13:41:30 - mmengine - INFO - Epoch(train) [6][2840/3757] lr: 5.000e-04 eta: 3:09:16 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 5.5278 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3700 loss: 0.3700 2022/06/14 13:41:37 - mmengine - INFO - Epoch(train) [6][2860/3757] lr: 5.000e-04 eta: 3:09:09 time: 0.326 data_time: 0.018 memory: 15235 grad_norm: 5.0480 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.3754 loss: 0.3754 2022/06/14 13:41:44 - mmengine - INFO - Epoch(train) [6][2880/3757] lr: 5.000e-04 eta: 3:09:03 time: 0.339 data_time: 0.006 memory: 15235 grad_norm: 4.6702 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6647 loss: 0.6647 2022/06/14 13:41:50 - mmengine - INFO - Epoch(train) [6][2900/3757] lr: 5.000e-04 eta: 3:08:57 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 7.0471 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7753 loss: 0.7753 2022/06/14 13:41:57 - mmengine - INFO - Epoch(train) [6][2920/3757] lr: 5.000e-04 eta: 3:08:50 time: 0.317 data_time: 0.025 memory: 15235 grad_norm: 5.0949 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9235 loss: 0.9235 2022/06/14 13:42:03 - mmengine - INFO - Epoch(train) [6][2940/3757] lr: 5.000e-04 eta: 3:08:43 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 6.3026 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7954 loss: 0.7954 2022/06/14 13:42:10 - mmengine - INFO - Epoch(train) [6][2960/3757] lr: 5.000e-04 eta: 3:08:37 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.2731 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6860 loss: 0.6860 2022/06/14 13:42:16 - mmengine - INFO - Epoch(train) [6][2980/3757] lr: 5.000e-04 eta: 3:08:30 time: 0.360 data_time: 0.007 memory: 15235 grad_norm: 6.0883 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6883 loss: 0.6883 2022/06/14 13:42:23 - mmengine - INFO - Epoch(train) [6][3000/3757] lr: 5.000e-04 eta: 3:08:24 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4027 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7717 loss: 0.7717 2022/06/14 13:42:30 - mmengine - INFO - Epoch(train) [6][3020/3757] lr: 5.000e-04 eta: 3:08:17 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 4.9739 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7876 loss: 0.7876 2022/06/14 13:42:36 - mmengine - INFO - Epoch(train) [6][3040/3757] lr: 5.000e-04 eta: 3:08:11 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 3.9087 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7489 loss: 0.7489 2022/06/14 13:42:43 - mmengine - INFO - Epoch(train) [6][3060/3757] lr: 5.000e-04 eta: 3:08:04 time: 0.318 data_time: 0.003 memory: 15235 grad_norm: 5.5169 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6062 loss: 0.6062 2022/06/14 13:42:49 - mmengine - INFO - Epoch(train) [6][3080/3757] lr: 5.000e-04 eta: 3:07:58 time: 0.315 data_time: 0.009 memory: 15235 grad_norm: 3.9716 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6322 loss: 0.6322 2022/06/14 13:42:56 - mmengine - INFO - Epoch(train) [6][3100/3757] lr: 5.000e-04 eta: 3:07:51 time: 0.326 data_time: 0.025 memory: 15235 grad_norm: 4.6326 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6339 loss: 0.6339 2022/06/14 13:43:02 - mmengine - INFO - Epoch(train) [6][3120/3757] lr: 5.000e-04 eta: 3:07:45 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.7692 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8540 loss: 0.8540 2022/06/14 13:43:09 - mmengine - INFO - Epoch(train) [6][3140/3757] lr: 5.000e-04 eta: 3:07:38 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.8160 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6814 loss: 0.6814 2022/06/14 13:43:15 - mmengine - INFO - Epoch(train) [6][3160/3757] lr: 5.000e-04 eta: 3:07:32 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 4.4703 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7570 loss: 0.7570 2022/06/14 13:43:22 - mmengine - INFO - Epoch(train) [6][3180/3757] lr: 5.000e-04 eta: 3:07:25 time: 0.328 data_time: 0.002 memory: 15235 grad_norm: 5.5331 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6577 loss: 0.6577 2022/06/14 13:43:28 - mmengine - INFO - Epoch(train) [6][3200/3757] lr: 5.000e-04 eta: 3:07:19 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.6959 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4246 loss: 0.4246 2022/06/14 13:43:33 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:43:35 - mmengine - INFO - Epoch(train) [6][3220/3757] lr: 5.000e-04 eta: 3:07:12 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 5.1050 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8306 loss: 0.8306 2022/06/14 13:43:42 - mmengine - INFO - Epoch(train) [6][3240/3757] lr: 5.000e-04 eta: 3:07:06 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.1815 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 0.8712 loss: 0.8712 2022/06/14 13:43:48 - mmengine - INFO - Epoch(train) [6][3260/3757] lr: 5.000e-04 eta: 3:06:59 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 6.1476 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8226 loss: 0.8226 2022/06/14 13:43:55 - mmengine - INFO - Epoch(train) [6][3280/3757] lr: 5.000e-04 eta: 3:06:52 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.6617 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.6998 loss: 0.6998 2022/06/14 13:44:01 - mmengine - INFO - Epoch(train) [6][3300/3757] lr: 5.000e-04 eta: 3:06:46 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 3.4194 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4694 loss: 0.4694 2022/06/14 13:44:08 - mmengine - INFO - Epoch(train) [6][3320/3757] lr: 5.000e-04 eta: 3:06:39 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.8735 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8034 loss: 0.8034 2022/06/14 13:44:14 - mmengine - INFO - Epoch(train) [6][3340/3757] lr: 5.000e-04 eta: 3:06:33 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.4713 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7107 loss: 0.7107 2022/06/14 13:44:21 - mmengine - INFO - Epoch(train) [6][3360/3757] lr: 5.000e-04 eta: 3:06:26 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.9621 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9249 loss: 0.9249 2022/06/14 13:44:27 - mmengine - INFO - Epoch(train) [6][3380/3757] lr: 5.000e-04 eta: 3:06:20 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.8360 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5796 loss: 0.5796 2022/06/14 13:44:34 - mmengine - INFO - Epoch(train) [6][3400/3757] lr: 5.000e-04 eta: 3:06:13 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.0587 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6795 loss: 0.6795 2022/06/14 13:44:40 - mmengine - INFO - Epoch(train) [6][3420/3757] lr: 5.000e-04 eta: 3:06:06 time: 0.328 data_time: 0.043 memory: 15235 grad_norm: 5.1426 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7082 loss: 0.7082 2022/06/14 13:44:47 - mmengine - INFO - Epoch(train) [6][3440/3757] lr: 5.000e-04 eta: 3:06:00 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.5126 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7051 loss: 0.7051 2022/06/14 13:44:53 - mmengine - INFO - Epoch(train) [6][3460/3757] lr: 5.000e-04 eta: 3:05:53 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.9152 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6307 loss: 0.6307 2022/06/14 13:45:00 - mmengine - INFO - Epoch(train) [6][3480/3757] lr: 5.000e-04 eta: 3:05:47 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.9009 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7336 loss: 0.7336 2022/06/14 13:45:06 - mmengine - INFO - Epoch(train) [6][3500/3757] lr: 5.000e-04 eta: 3:05:40 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.5841 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6568 loss: 0.6568 2022/06/14 13:45:13 - mmengine - INFO - Epoch(train) [6][3520/3757] lr: 5.000e-04 eta: 3:05:34 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 3.9699 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6275 loss: 0.6275 2022/06/14 13:45:20 - mmengine - INFO - Epoch(train) [6][3540/3757] lr: 5.000e-04 eta: 3:05:27 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.0194 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6563 loss: 0.6563 2022/06/14 13:45:26 - mmengine - INFO - Epoch(train) [6][3560/3757] lr: 5.000e-04 eta: 3:05:21 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.7065 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5178 loss: 0.5178 2022/06/14 13:45:32 - mmengine - INFO - Epoch(train) [6][3580/3757] lr: 5.000e-04 eta: 3:05:14 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4347 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5936 loss: 0.5936 2022/06/14 13:45:39 - mmengine - INFO - Epoch(train) [6][3600/3757] lr: 5.000e-04 eta: 3:05:07 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2138 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5884 loss: 0.5884 2022/06/14 13:45:46 - mmengine - INFO - Epoch(train) [6][3620/3757] lr: 5.000e-04 eta: 3:05:01 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.9617 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7068 loss: 0.7068 2022/06/14 13:45:52 - mmengine - INFO - Epoch(train) [6][3640/3757] lr: 5.000e-04 eta: 3:04:54 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8402 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5732 loss: 0.5732 2022/06/14 13:45:59 - mmengine - INFO - Epoch(train) [6][3660/3757] lr: 5.000e-04 eta: 3:04:48 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.7564 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5373 loss: 0.5373 2022/06/14 13:46:05 - mmengine - INFO - Epoch(train) [6][3680/3757] lr: 5.000e-04 eta: 3:04:41 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.3202 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6759 loss: 0.6759 2022/06/14 13:46:12 - mmengine - INFO - Epoch(train) [6][3700/3757] lr: 5.000e-04 eta: 3:04:35 time: 0.332 data_time: 0.044 memory: 15235 grad_norm: 4.7341 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5443 loss: 0.5443 2022/06/14 13:46:18 - mmengine - INFO - Epoch(train) [6][3720/3757] lr: 5.000e-04 eta: 3:04:28 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.8031 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5933 loss: 0.5933 2022/06/14 13:46:25 - mmengine - INFO - Epoch(train) [6][3740/3757] lr: 5.000e-04 eta: 3:04:21 time: 0.314 data_time: 0.006 memory: 15235 grad_norm: 4.0146 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6821 loss: 0.6821 2022/06/14 13:46:30 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:46:39 - mmengine - INFO - Epoch(val) [6][20/310] eta: 0:01:49 time: 0.100 data_time: 0.003 memory: 15235 2022/06/14 13:46:44 - mmengine - INFO - Epoch(val) [6][40/310] eta: 0:01:43 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 13:46:48 - mmengine - INFO - Epoch(val) [6][60/310] eta: 0:00:23 time: 0.099 data_time: 0.002 memory: 2470 2022/06/14 13:46:53 - mmengine - INFO - Epoch(val) [6][80/310] eta: 0:00:22 time: 0.104 data_time: 0.003 memory: 2470 2022/06/14 13:47:00 - mmengine - INFO - Epoch(val) [6][100/310] eta: 0:01:09 time: 0.095 data_time: 0.002 memory: 2470 2022/06/14 13:47:04 - mmengine - INFO - Epoch(val) [6][120/310] eta: 0:01:07 time: 0.096 data_time: 0.009 memory: 2470 2022/06/14 13:47:09 - mmengine - INFO - Epoch(val) [6][140/310] eta: 0:00:15 time: 0.095 data_time: 0.002 memory: 2470 2022/06/14 13:47:14 - mmengine - INFO - Epoch(val) [6][160/310] eta: 0:00:18 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 13:47:20 - mmengine - INFO - Epoch(val) [6][180/310] eta: 0:00:43 time: 0.099 data_time: 0.003 memory: 2470 2022/06/14 13:47:25 - mmengine - INFO - Epoch(val) [6][200/310] eta: 0:00:36 time: 0.091 data_time: 0.002 memory: 2470 2022/06/14 13:47:30 - mmengine - INFO - Epoch(val) [6][220/310] eta: 0:00:16 time: 0.084 data_time: 0.001 memory: 2470 2022/06/14 13:47:35 - mmengine - INFO - Epoch(val) [6][240/310] eta: 0:00:06 time: 0.088 data_time: 0.002 memory: 2470 2022/06/14 13:47:42 - mmengine - INFO - Epoch(val) [6][260/310] eta: 0:00:19 time: 0.087 data_time: 0.003 memory: 2470 2022/06/14 13:47:47 - mmengine - INFO - Epoch(val) [6][280/310] eta: 0:00:10 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 13:47:51 - mmengine - INFO - Epoch(val) [6][300/310] eta: 0:00:01 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 13:47:53 - mmengine - INFO - Epoch(val) [6][310/310] acc/top1: 0.7590 acc/top5: 0.9274 acc/mean1: 0.7589 2022/06/14 13:48:05 - mmengine - INFO - Epoch(train) [7][20/3757] lr: 5.000e-04 eta: 3:04:13 time: 0.327 data_time: 0.003 memory: 15235 grad_norm: 5.9297 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9868 loss: 0.9868 2022/06/14 13:48:11 - mmengine - INFO - Epoch(train) [7][40/3757] lr: 5.000e-04 eta: 3:04:07 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 5.7185 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6568 loss: 0.6568 2022/06/14 13:48:18 - mmengine - INFO - Epoch(train) [7][60/3757] lr: 5.000e-04 eta: 3:04:00 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 4.8592 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5023 loss: 0.5023 2022/06/14 13:48:25 - mmengine - INFO - Epoch(train) [7][80/3757] lr: 5.000e-04 eta: 3:03:54 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.4818 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7759 loss: 0.7759 2022/06/14 13:48:31 - mmengine - INFO - Epoch(train) [7][100/3757] lr: 5.000e-04 eta: 3:03:47 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5038 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9756 loss: 0.9756 2022/06/14 13:48:38 - mmengine - INFO - Epoch(train) [7][120/3757] lr: 5.000e-04 eta: 3:03:41 time: 0.328 data_time: 0.015 memory: 15235 grad_norm: 6.3580 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6379 loss: 0.6379 2022/06/14 13:48:44 - mmengine - INFO - Epoch(train) [7][140/3757] lr: 5.000e-04 eta: 3:03:34 time: 0.333 data_time: 0.042 memory: 15235 grad_norm: 6.2018 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6682 loss: 0.6682 2022/06/14 13:48:51 - mmengine - INFO - Epoch(train) [7][160/3757] lr: 5.000e-04 eta: 3:03:27 time: 0.320 data_time: 0.028 memory: 15235 grad_norm: 5.3030 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6836 loss: 0.6836 2022/06/14 13:48:57 - mmengine - INFO - Epoch(train) [7][180/3757] lr: 5.000e-04 eta: 3:03:21 time: 0.335 data_time: 0.020 memory: 15235 grad_norm: 5.6569 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6795 loss: 0.6795 2022/06/14 13:49:04 - mmengine - INFO - Epoch(train) [7][200/3757] lr: 5.000e-04 eta: 3:03:14 time: 0.316 data_time: 0.015 memory: 15235 grad_norm: 5.1163 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4627 loss: 0.4627 2022/06/14 13:49:10 - mmengine - INFO - Epoch(train) [7][220/3757] lr: 5.000e-04 eta: 3:03:08 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.9644 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7272 loss: 0.7272 2022/06/14 13:49:17 - mmengine - INFO - Epoch(train) [7][240/3757] lr: 5.000e-04 eta: 3:03:01 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.4318 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6670 loss: 0.6670 2022/06/14 13:49:23 - mmengine - INFO - Epoch(train) [7][260/3757] lr: 5.000e-04 eta: 3:02:54 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 5.2700 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6762 loss: 0.6762 2022/06/14 13:49:30 - mmengine - INFO - Epoch(train) [7][280/3757] lr: 5.000e-04 eta: 3:02:48 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.4497 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6646 loss: 0.6646 2022/06/14 13:49:36 - mmengine - INFO - Epoch(train) [7][300/3757] lr: 5.000e-04 eta: 3:02:41 time: 0.322 data_time: 0.008 memory: 15235 grad_norm: 5.5289 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7364 loss: 0.7364 2022/06/14 13:49:43 - mmengine - INFO - Epoch(train) [7][320/3757] lr: 5.000e-04 eta: 3:02:35 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 4.8145 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7191 loss: 0.7191 2022/06/14 13:49:49 - mmengine - INFO - Epoch(train) [7][340/3757] lr: 5.000e-04 eta: 3:02:28 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.3074 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.5645 loss: 0.5645 2022/06/14 13:49:56 - mmengine - INFO - Epoch(train) [7][360/3757] lr: 5.000e-04 eta: 3:02:22 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 6.1184 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7108 loss: 0.7108 2022/06/14 13:50:03 - mmengine - INFO - Epoch(train) [7][380/3757] lr: 5.000e-04 eta: 3:02:15 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0331 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4457 loss: 0.4457 2022/06/14 13:50:09 - mmengine - INFO - Epoch(train) [7][400/3757] lr: 5.000e-04 eta: 3:02:08 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.8213 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4629 loss: 0.4629 2022/06/14 13:50:16 - mmengine - INFO - Epoch(train) [7][420/3757] lr: 5.000e-04 eta: 3:02:02 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 9.4324 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6400 loss: 0.6400 2022/06/14 13:50:22 - mmengine - INFO - Epoch(train) [7][440/3757] lr: 5.000e-04 eta: 3:01:55 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 6.1814 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6765 loss: 0.6765 2022/06/14 13:50:28 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:50:29 - mmengine - INFO - Epoch(train) [7][460/3757] lr: 5.000e-04 eta: 3:01:49 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7053 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9437 loss: 0.9437 2022/06/14 13:50:35 - mmengine - INFO - Epoch(train) [7][480/3757] lr: 5.000e-04 eta: 3:01:42 time: 0.329 data_time: 0.002 memory: 15235 grad_norm: 4.9913 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7028 loss: 0.7028 2022/06/14 13:50:42 - mmengine - INFO - Epoch(train) [7][500/3757] lr: 5.000e-04 eta: 3:01:36 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.6829 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7363 loss: 0.7363 2022/06/14 13:50:48 - mmengine - INFO - Epoch(train) [7][520/3757] lr: 5.000e-04 eta: 3:01:29 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.1454 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6556 loss: 0.6556 2022/06/14 13:50:55 - mmengine - INFO - Epoch(train) [7][540/3757] lr: 5.000e-04 eta: 3:01:22 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 8.9397 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7625 loss: 0.7625 2022/06/14 13:51:01 - mmengine - INFO - Epoch(train) [7][560/3757] lr: 5.000e-04 eta: 3:01:16 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0061 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5759 loss: 0.5759 2022/06/14 13:51:08 - mmengine - INFO - Epoch(train) [7][580/3757] lr: 5.000e-04 eta: 3:01:09 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 4.2699 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6896 loss: 0.6896 2022/06/14 13:51:14 - mmengine - INFO - Epoch(train) [7][600/3757] lr: 5.000e-04 eta: 3:01:03 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 4.2468 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4363 loss: 0.4363 2022/06/14 13:51:21 - mmengine - INFO - Epoch(train) [7][620/3757] lr: 5.000e-04 eta: 3:00:56 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 4.4623 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8796 loss: 0.8796 2022/06/14 13:51:27 - mmengine - INFO - Epoch(train) [7][640/3757] lr: 5.000e-04 eta: 3:00:50 time: 0.339 data_time: 0.023 memory: 15235 grad_norm: 4.8308 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4563 loss: 0.4563 2022/06/14 13:51:34 - mmengine - INFO - Epoch(train) [7][660/3757] lr: 5.000e-04 eta: 3:00:43 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 5.9572 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8491 loss: 0.8491 2022/06/14 13:51:40 - mmengine - INFO - Epoch(train) [7][680/3757] lr: 5.000e-04 eta: 3:00:36 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.8967 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6136 loss: 0.6136 2022/06/14 13:51:47 - mmengine - INFO - Epoch(train) [7][700/3757] lr: 5.000e-04 eta: 3:00:30 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0348 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5375 loss: 0.5375 2022/06/14 13:51:53 - mmengine - INFO - Epoch(train) [7][720/3757] lr: 5.000e-04 eta: 3:00:23 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 4.7495 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7101 loss: 0.7101 2022/06/14 13:52:00 - mmengine - INFO - Epoch(train) [7][740/3757] lr: 5.000e-04 eta: 3:00:17 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 4.5497 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6027 loss: 0.6027 2022/06/14 13:52:07 - mmengine - INFO - Epoch(train) [7][760/3757] lr: 5.000e-04 eta: 3:00:10 time: 0.324 data_time: 0.010 memory: 15235 grad_norm: 9.1052 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8770 loss: 0.8770 2022/06/14 13:52:13 - mmengine - INFO - Epoch(train) [7][780/3757] lr: 5.000e-04 eta: 3:00:04 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.0279 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6280 loss: 0.6280 2022/06/14 13:52:20 - mmengine - INFO - Epoch(train) [7][800/3757] lr: 5.000e-04 eta: 2:59:57 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.6921 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9262 loss: 0.9262 2022/06/14 13:52:26 - mmengine - INFO - Epoch(train) [7][820/3757] lr: 5.000e-04 eta: 2:59:51 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.9277 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6899 loss: 0.6899 2022/06/14 13:52:33 - mmengine - INFO - Epoch(train) [7][840/3757] lr: 5.000e-04 eta: 2:59:44 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.9711 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7122 loss: 0.7122 2022/06/14 13:52:39 - mmengine - INFO - Epoch(train) [7][860/3757] lr: 5.000e-04 eta: 2:59:38 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.2649 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5210 loss: 0.5210 2022/06/14 13:52:46 - mmengine - INFO - Epoch(train) [7][880/3757] lr: 5.000e-04 eta: 2:59:31 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.5874 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5112 loss: 0.5112 2022/06/14 13:52:52 - mmengine - INFO - Epoch(train) [7][900/3757] lr: 5.000e-04 eta: 2:59:24 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.6449 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7492 loss: 0.7492 2022/06/14 13:52:59 - mmengine - INFO - Epoch(train) [7][920/3757] lr: 5.000e-04 eta: 2:59:18 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.9389 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8258 loss: 0.8258 2022/06/14 13:53:06 - mmengine - INFO - Epoch(train) [7][940/3757] lr: 5.000e-04 eta: 2:59:12 time: 0.333 data_time: 0.002 memory: 15235 grad_norm: 5.5874 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6476 loss: 0.6476 2022/06/14 13:53:12 - mmengine - INFO - Epoch(train) [7][960/3757] lr: 5.000e-04 eta: 2:59:05 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.5327 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6659 loss: 0.6659 2022/06/14 13:53:19 - mmengine - INFO - Epoch(train) [7][980/3757] lr: 5.000e-04 eta: 2:58:58 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.6788 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5266 loss: 0.5266 2022/06/14 13:53:25 - mmengine - INFO - Epoch(train) [7][1000/3757] lr: 5.000e-04 eta: 2:58:52 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 4.5989 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6695 loss: 0.6695 2022/06/14 13:53:32 - mmengine - INFO - Epoch(train) [7][1020/3757] lr: 5.000e-04 eta: 2:58:45 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 5.0473 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4773 loss: 0.4773 2022/06/14 13:53:38 - mmengine - INFO - Epoch(train) [7][1040/3757] lr: 5.000e-04 eta: 2:58:39 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.6503 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7397 loss: 0.7397 2022/06/14 13:53:45 - mmengine - INFO - Epoch(train) [7][1060/3757] lr: 5.000e-04 eta: 2:58:32 time: 0.321 data_time: 0.040 memory: 15235 grad_norm: 5.9938 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8173 loss: 0.8173 2022/06/14 13:53:51 - mmengine - INFO - Epoch(train) [7][1080/3757] lr: 5.000e-04 eta: 2:58:26 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.6288 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7068 loss: 0.7068 2022/06/14 13:53:58 - mmengine - INFO - Epoch(train) [7][1100/3757] lr: 5.000e-04 eta: 2:58:19 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.7432 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8421 loss: 0.8421 2022/06/14 13:54:05 - mmengine - INFO - Epoch(train) [7][1120/3757] lr: 5.000e-04 eta: 2:58:13 time: 0.326 data_time: 0.023 memory: 15235 grad_norm: 5.6222 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3919 loss: 0.3919 2022/06/14 13:54:11 - mmengine - INFO - Epoch(train) [7][1140/3757] lr: 5.000e-04 eta: 2:58:06 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 5.0559 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8687 loss: 0.8687 2022/06/14 13:54:18 - mmengine - INFO - Epoch(train) [7][1160/3757] lr: 5.000e-04 eta: 2:58:00 time: 0.346 data_time: 0.006 memory: 15235 grad_norm: 5.2776 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6477 loss: 0.6477 2022/06/14 13:54:24 - mmengine - INFO - Epoch(train) [7][1180/3757] lr: 5.000e-04 eta: 2:57:53 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.2728 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5098 loss: 0.5098 2022/06/14 13:54:31 - mmengine - INFO - Epoch(train) [7][1200/3757] lr: 5.000e-04 eta: 2:57:47 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.4233 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6003 loss: 0.6003 2022/06/14 13:54:37 - mmengine - INFO - Epoch(train) [7][1220/3757] lr: 5.000e-04 eta: 2:57:40 time: 0.318 data_time: 0.008 memory: 15235 grad_norm: 5.6399 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7383 loss: 0.7383 2022/06/14 13:54:44 - mmengine - INFO - Epoch(train) [7][1240/3757] lr: 5.000e-04 eta: 2:57:33 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 5.3589 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6599 loss: 0.6599 2022/06/14 13:54:50 - mmengine - INFO - Epoch(train) [7][1260/3757] lr: 5.000e-04 eta: 2:57:27 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.5060 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3908 loss: 0.3908 2022/06/14 13:54:57 - mmengine - INFO - Epoch(train) [7][1280/3757] lr: 5.000e-04 eta: 2:57:20 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 6.4051 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6164 loss: 0.6164 2022/06/14 13:55:03 - mmengine - INFO - Epoch(train) [7][1300/3757] lr: 5.000e-04 eta: 2:57:14 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 5.3080 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4644 loss: 0.4644 2022/06/14 13:55:10 - mmengine - INFO - Epoch(train) [7][1320/3757] lr: 5.000e-04 eta: 2:57:07 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 6.8968 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4457 loss: 0.4457 2022/06/14 13:55:16 - mmengine - INFO - Epoch(train) [7][1340/3757] lr: 5.000e-04 eta: 2:57:01 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 5.7237 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1685 loss: 1.1685 2022/06/14 13:55:23 - mmengine - INFO - Epoch(train) [7][1360/3757] lr: 5.000e-04 eta: 2:56:54 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.5894 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6925 loss: 0.6925 2022/06/14 13:55:30 - mmengine - INFO - Epoch(train) [7][1380/3757] lr: 5.000e-04 eta: 2:56:48 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.2366 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7102 loss: 0.7102 2022/06/14 13:55:36 - mmengine - INFO - Epoch(train) [7][1400/3757] lr: 5.000e-04 eta: 2:56:41 time: 0.318 data_time: 0.011 memory: 15235 grad_norm: 4.4496 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7281 loss: 0.7281 2022/06/14 13:55:43 - mmengine - INFO - Epoch(train) [7][1420/3757] lr: 5.000e-04 eta: 2:56:35 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.8329 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6459 loss: 0.6459 2022/06/14 13:55:49 - mmengine - INFO - Epoch(train) [7][1440/3757] lr: 5.000e-04 eta: 2:56:28 time: 0.324 data_time: 0.010 memory: 15235 grad_norm: 5.1631 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8441 loss: 0.8441 2022/06/14 13:55:55 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 13:55:56 - mmengine - INFO - Epoch(train) [7][1460/3757] lr: 5.000e-04 eta: 2:56:22 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.3767 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7002 loss: 0.7002 2022/06/14 13:56:02 - mmengine - INFO - Epoch(train) [7][1480/3757] lr: 5.000e-04 eta: 2:56:15 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4155 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5703 loss: 0.5703 2022/06/14 13:56:09 - mmengine - INFO - Epoch(train) [7][1500/3757] lr: 5.000e-04 eta: 2:56:08 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.2597 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6963 loss: 0.6963 2022/06/14 13:56:15 - mmengine - INFO - Epoch(train) [7][1520/3757] lr: 5.000e-04 eta: 2:56:02 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.5444 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6812 loss: 0.6812 2022/06/14 13:56:22 - mmengine - INFO - Epoch(train) [7][1540/3757] lr: 5.000e-04 eta: 2:55:55 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.2489 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7525 loss: 0.7525 2022/06/14 13:56:28 - mmengine - INFO - Epoch(train) [7][1560/3757] lr: 5.000e-04 eta: 2:55:49 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.1993 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8453 loss: 0.8453 2022/06/14 13:56:35 - mmengine - INFO - Epoch(train) [7][1580/3757] lr: 5.000e-04 eta: 2:55:42 time: 0.332 data_time: 0.047 memory: 15235 grad_norm: 4.9730 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7972 loss: 0.7972 2022/06/14 13:56:41 - mmengine - INFO - Epoch(train) [7][1600/3757] lr: 5.000e-04 eta: 2:55:36 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.9444 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8274 loss: 0.8274 2022/06/14 13:56:48 - mmengine - INFO - Epoch(train) [7][1620/3757] lr: 5.000e-04 eta: 2:55:29 time: 0.468 data_time: 0.018 memory: 15235 grad_norm: 4.9292 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5828 loss: 0.5828 2022/06/14 13:56:55 - mmengine - INFO - Epoch(train) [7][1640/3757] lr: 5.000e-04 eta: 2:55:23 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8899 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4399 loss: 0.4399 2022/06/14 13:57:01 - mmengine - INFO - Epoch(train) [7][1660/3757] lr: 5.000e-04 eta: 2:55:16 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.9470 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7625 loss: 0.7625 2022/06/14 13:57:08 - mmengine - INFO - Epoch(train) [7][1680/3757] lr: 5.000e-04 eta: 2:55:10 time: 0.358 data_time: 0.003 memory: 15235 grad_norm: 5.0233 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6220 loss: 0.6220 2022/06/14 13:57:14 - mmengine - INFO - Epoch(train) [7][1700/3757] lr: 5.000e-04 eta: 2:55:03 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 5.2740 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7727 loss: 0.7727 2022/06/14 13:57:21 - mmengine - INFO - Epoch(train) [7][1720/3757] lr: 5.000e-04 eta: 2:54:57 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.1045 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4933 loss: 0.4933 2022/06/14 13:57:27 - mmengine - INFO - Epoch(train) [7][1740/3757] lr: 5.000e-04 eta: 2:54:50 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.5070 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.3543 loss: 0.3543 2022/06/14 13:57:34 - mmengine - INFO - Epoch(train) [7][1760/3757] lr: 5.000e-04 eta: 2:54:44 time: 0.320 data_time: 0.008 memory: 15235 grad_norm: 5.4839 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4347 loss: 0.4347 2022/06/14 13:57:41 - mmengine - INFO - Epoch(train) [7][1780/3757] lr: 5.000e-04 eta: 2:54:37 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 4.2575 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6409 loss: 0.6409 2022/06/14 13:57:47 - mmengine - INFO - Epoch(train) [7][1800/3757] lr: 5.000e-04 eta: 2:54:31 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 4.5148 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5251 loss: 0.5251 2022/06/14 13:57:54 - mmengine - INFO - Epoch(train) [7][1820/3757] lr: 5.000e-04 eta: 2:54:24 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.8764 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.3798 loss: 0.3798 2022/06/14 13:58:00 - mmengine - INFO - Epoch(train) [7][1840/3757] lr: 5.000e-04 eta: 2:54:18 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2923 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7295 loss: 0.7295 2022/06/14 13:58:07 - mmengine - INFO - Epoch(train) [7][1860/3757] lr: 5.000e-04 eta: 2:54:11 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.6023 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7780 loss: 0.7780 2022/06/14 13:58:13 - mmengine - INFO - Epoch(train) [7][1880/3757] lr: 5.000e-04 eta: 2:54:04 time: 0.321 data_time: 0.034 memory: 15235 grad_norm: 5.1286 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9162 loss: 0.9162 2022/06/14 13:58:20 - mmengine - INFO - Epoch(train) [7][1900/3757] lr: 5.000e-04 eta: 2:53:58 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.8842 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7556 loss: 0.7556 2022/06/14 13:58:26 - mmengine - INFO - Epoch(train) [7][1920/3757] lr: 5.000e-04 eta: 2:53:51 time: 0.326 data_time: 0.008 memory: 15235 grad_norm: 5.6722 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9782 loss: 0.9782 2022/06/14 13:58:33 - mmengine - INFO - Epoch(train) [7][1940/3757] lr: 5.000e-04 eta: 2:53:45 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7657 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8891 loss: 0.8891 2022/06/14 13:58:40 - mmengine - INFO - Epoch(train) [7][1960/3757] lr: 5.000e-04 eta: 2:53:39 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.2290 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8649 loss: 0.8649 2022/06/14 13:58:46 - mmengine - INFO - Epoch(train) [7][1980/3757] lr: 5.000e-04 eta: 2:53:32 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4671 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6009 loss: 0.6009 2022/06/14 13:58:53 - mmengine - INFO - Epoch(train) [7][2000/3757] lr: 5.000e-04 eta: 2:53:26 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4088 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6579 loss: 0.6579 2022/06/14 13:58:59 - mmengine - INFO - Epoch(train) [7][2020/3757] lr: 5.000e-04 eta: 2:53:19 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 12.1438 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7403 loss: 0.7403 2022/06/14 13:59:06 - mmengine - INFO - Epoch(train) [7][2040/3757] lr: 5.000e-04 eta: 2:53:12 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 5.3499 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7174 loss: 0.7174 2022/06/14 13:59:12 - mmengine - INFO - Epoch(train) [7][2060/3757] lr: 5.000e-04 eta: 2:53:06 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.9967 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4695 loss: 0.4695 2022/06/14 13:59:19 - mmengine - INFO - Epoch(train) [7][2080/3757] lr: 5.000e-04 eta: 2:52:59 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.7405 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7874 loss: 0.7874 2022/06/14 13:59:26 - mmengine - INFO - Epoch(train) [7][2100/3757] lr: 5.000e-04 eta: 2:52:53 time: 0.326 data_time: 0.018 memory: 15235 grad_norm: 5.0873 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5239 loss: 0.5239 2022/06/14 13:59:32 - mmengine - INFO - Epoch(train) [7][2120/3757] lr: 5.000e-04 eta: 2:52:46 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.2232 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5121 loss: 0.5121 2022/06/14 13:59:39 - mmengine - INFO - Epoch(train) [7][2140/3757] lr: 5.000e-04 eta: 2:52:40 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 4.2015 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9523 loss: 0.9523 2022/06/14 13:59:45 - mmengine - INFO - Epoch(train) [7][2160/3757] lr: 5.000e-04 eta: 2:52:33 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.9693 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6005 loss: 0.6005 2022/06/14 13:59:52 - mmengine - INFO - Epoch(train) [7][2180/3757] lr: 5.000e-04 eta: 2:52:27 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0955 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5022 loss: 0.5022 2022/06/14 13:59:58 - mmengine - INFO - Epoch(train) [7][2200/3757] lr: 5.000e-04 eta: 2:52:20 time: 0.357 data_time: 0.011 memory: 15235 grad_norm: 5.7004 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6224 loss: 0.6224 2022/06/14 14:00:05 - mmengine - INFO - Epoch(train) [7][2220/3757] lr: 5.000e-04 eta: 2:52:14 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.7738 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5530 loss: 0.5530 2022/06/14 14:00:11 - mmengine - INFO - Epoch(train) [7][2240/3757] lr: 5.000e-04 eta: 2:52:07 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.8237 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5463 loss: 0.5463 2022/06/14 14:00:18 - mmengine - INFO - Epoch(train) [7][2260/3757] lr: 5.000e-04 eta: 2:52:00 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 4.1392 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7819 loss: 0.7819 2022/06/14 14:00:24 - mmengine - INFO - Epoch(train) [7][2280/3757] lr: 5.000e-04 eta: 2:51:54 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.7214 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5293 loss: 0.5293 2022/06/14 14:00:31 - mmengine - INFO - Epoch(train) [7][2300/3757] lr: 5.000e-04 eta: 2:51:47 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 4.6050 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5444 loss: 0.5444 2022/06/14 14:00:37 - mmengine - INFO - Epoch(train) [7][2320/3757] lr: 5.000e-04 eta: 2:51:41 time: 0.320 data_time: 0.005 memory: 15235 grad_norm: 4.8213 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7038 loss: 0.7038 2022/06/14 14:00:44 - mmengine - INFO - Epoch(train) [7][2340/3757] lr: 5.000e-04 eta: 2:51:34 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9411 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9178 loss: 0.9178 2022/06/14 14:00:51 - mmengine - INFO - Epoch(train) [7][2360/3757] lr: 5.000e-04 eta: 2:51:28 time: 0.328 data_time: 0.037 memory: 15235 grad_norm: 4.8047 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7384 loss: 0.7384 2022/06/14 14:00:57 - mmengine - INFO - Epoch(train) [7][2380/3757] lr: 5.000e-04 eta: 2:51:21 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.2548 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6567 loss: 0.6567 2022/06/14 14:01:04 - mmengine - INFO - Epoch(train) [7][2400/3757] lr: 5.000e-04 eta: 2:51:15 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 4.6662 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5806 loss: 0.5806 2022/06/14 14:01:10 - mmengine - INFO - Epoch(train) [7][2420/3757] lr: 5.000e-04 eta: 2:51:08 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.8279 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7171 loss: 0.7171 2022/06/14 14:01:17 - mmengine - INFO - Epoch(train) [7][2440/3757] lr: 5.000e-04 eta: 2:51:01 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.6863 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5308 loss: 0.5308 2022/06/14 14:01:23 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:01:23 - mmengine - INFO - Epoch(train) [7][2460/3757] lr: 5.000e-04 eta: 2:50:55 time: 0.329 data_time: 0.014 memory: 15235 grad_norm: 5.1464 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5836 loss: 0.5836 2022/06/14 14:01:30 - mmengine - INFO - Epoch(train) [7][2480/3757] lr: 5.000e-04 eta: 2:50:48 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 4.5517 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4576 loss: 0.4576 2022/06/14 14:01:36 - mmengine - INFO - Epoch(train) [7][2500/3757] lr: 5.000e-04 eta: 2:50:42 time: 0.320 data_time: 0.003 memory: 15235 grad_norm: 4.8544 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6155 loss: 0.6155 2022/06/14 14:01:43 - mmengine - INFO - Epoch(train) [7][2520/3757] lr: 5.000e-04 eta: 2:50:35 time: 0.328 data_time: 0.003 memory: 15235 grad_norm: 5.9056 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6913 loss: 0.6913 2022/06/14 14:01:49 - mmengine - INFO - Epoch(train) [7][2540/3757] lr: 5.000e-04 eta: 2:50:29 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0983 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6278 loss: 0.6278 2022/06/14 14:01:56 - mmengine - INFO - Epoch(train) [7][2560/3757] lr: 5.000e-04 eta: 2:50:22 time: 0.325 data_time: 0.043 memory: 15235 grad_norm: 5.4537 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7941 loss: 0.7941 2022/06/14 14:02:02 - mmengine - INFO - Epoch(train) [7][2580/3757] lr: 5.000e-04 eta: 2:50:15 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.1781 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5640 loss: 0.5640 2022/06/14 14:02:09 - mmengine - INFO - Epoch(train) [7][2600/3757] lr: 5.000e-04 eta: 2:50:09 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.9755 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7039 loss: 0.7039 2022/06/14 14:02:16 - mmengine - INFO - Epoch(train) [7][2620/3757] lr: 5.000e-04 eta: 2:50:03 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.5167 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5805 loss: 0.5805 2022/06/14 14:02:22 - mmengine - INFO - Epoch(train) [7][2640/3757] lr: 5.000e-04 eta: 2:49:56 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 5.6135 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6420 loss: 0.6420 2022/06/14 14:02:29 - mmengine - INFO - Epoch(train) [7][2660/3757] lr: 5.000e-04 eta: 2:49:49 time: 0.352 data_time: 0.040 memory: 15235 grad_norm: 4.7291 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6762 loss: 0.6762 2022/06/14 14:02:35 - mmengine - INFO - Epoch(train) [7][2680/3757] lr: 5.000e-04 eta: 2:49:43 time: 0.325 data_time: 0.016 memory: 15235 grad_norm: 4.4228 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6164 loss: 0.6164 2022/06/14 14:02:42 - mmengine - INFO - Epoch(train) [7][2700/3757] lr: 5.000e-04 eta: 2:49:36 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.8393 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.5459 loss: 0.5459 2022/06/14 14:02:49 - mmengine - INFO - Epoch(train) [7][2720/3757] lr: 5.000e-04 eta: 2:49:30 time: 0.388 data_time: 0.007 memory: 15235 grad_norm: 5.9144 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5578 loss: 0.5578 2022/06/14 14:02:55 - mmengine - INFO - Epoch(train) [7][2740/3757] lr: 5.000e-04 eta: 2:49:23 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.7962 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7041 loss: 0.7041 2022/06/14 14:03:02 - mmengine - INFO - Epoch(train) [7][2760/3757] lr: 5.000e-04 eta: 2:49:17 time: 0.337 data_time: 0.002 memory: 15235 grad_norm: 4.9013 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7861 loss: 0.7861 2022/06/14 14:03:08 - mmengine - INFO - Epoch(train) [7][2780/3757] lr: 5.000e-04 eta: 2:49:10 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.9113 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7696 loss: 0.7696 2022/06/14 14:03:15 - mmengine - INFO - Epoch(train) [7][2800/3757] lr: 5.000e-04 eta: 2:49:04 time: 0.326 data_time: 0.002 memory: 15235 grad_norm: 4.3724 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5315 loss: 0.5315 2022/06/14 14:03:21 - mmengine - INFO - Epoch(train) [7][2820/3757] lr: 5.000e-04 eta: 2:48:57 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.7090 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7862 loss: 0.7862 2022/06/14 14:03:28 - mmengine - INFO - Epoch(train) [7][2840/3757] lr: 5.000e-04 eta: 2:48:51 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.6282 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8806 loss: 0.8806 2022/06/14 14:03:34 - mmengine - INFO - Epoch(train) [7][2860/3757] lr: 5.000e-04 eta: 2:48:44 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 3.7988 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3632 loss: 0.3632 2022/06/14 14:03:41 - mmengine - INFO - Epoch(train) [7][2880/3757] lr: 5.000e-04 eta: 2:48:38 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 6.8710 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5394 loss: 0.5394 2022/06/14 14:03:47 - mmengine - INFO - Epoch(train) [7][2900/3757] lr: 5.000e-04 eta: 2:48:31 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.7270 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6097 loss: 0.6097 2022/06/14 14:03:54 - mmengine - INFO - Epoch(train) [7][2920/3757] lr: 5.000e-04 eta: 2:48:25 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.2679 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5659 loss: 0.5659 2022/06/14 14:04:00 - mmengine - INFO - Epoch(train) [7][2940/3757] lr: 5.000e-04 eta: 2:48:18 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5366 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6993 loss: 0.6993 2022/06/14 14:04:07 - mmengine - INFO - Epoch(train) [7][2960/3757] lr: 5.000e-04 eta: 2:48:11 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4117 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8013 loss: 0.8013 2022/06/14 14:04:14 - mmengine - INFO - Epoch(train) [7][2980/3757] lr: 5.000e-04 eta: 2:48:05 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.7181 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6957 loss: 0.6957 2022/06/14 14:04:20 - mmengine - INFO - Epoch(train) [7][3000/3757] lr: 5.000e-04 eta: 2:47:58 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 7.3489 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9636 loss: 0.9636 2022/06/14 14:04:27 - mmengine - INFO - Epoch(train) [7][3020/3757] lr: 5.000e-04 eta: 2:47:52 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 5.0226 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6651 loss: 0.6651 2022/06/14 14:04:33 - mmengine - INFO - Epoch(train) [7][3040/3757] lr: 5.000e-04 eta: 2:47:46 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.8557 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7206 loss: 0.7206 2022/06/14 14:04:40 - mmengine - INFO - Epoch(train) [7][3060/3757] lr: 5.000e-04 eta: 2:47:39 time: 0.323 data_time: 0.033 memory: 15235 grad_norm: 6.9042 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7469 loss: 0.7469 2022/06/14 14:04:46 - mmengine - INFO - Epoch(train) [7][3080/3757] lr: 5.000e-04 eta: 2:47:32 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.0041 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5136 loss: 0.5136 2022/06/14 14:04:53 - mmengine - INFO - Epoch(train) [7][3100/3757] lr: 5.000e-04 eta: 2:47:26 time: 0.320 data_time: 0.026 memory: 15235 grad_norm: 3.8344 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5765 loss: 0.5765 2022/06/14 14:04:59 - mmengine - INFO - Epoch(train) [7][3120/3757] lr: 5.000e-04 eta: 2:47:19 time: 0.336 data_time: 0.007 memory: 15235 grad_norm: 4.6652 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6225 loss: 0.6225 2022/06/14 14:05:06 - mmengine - INFO - Epoch(train) [7][3140/3757] lr: 5.000e-04 eta: 2:47:13 time: 0.318 data_time: 0.018 memory: 15235 grad_norm: 4.7570 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7155 loss: 0.7155 2022/06/14 14:05:13 - mmengine - INFO - Epoch(train) [7][3160/3757] lr: 5.000e-04 eta: 2:47:06 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.5973 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5891 loss: 0.5891 2022/06/14 14:05:19 - mmengine - INFO - Epoch(train) [7][3180/3757] lr: 5.000e-04 eta: 2:47:00 time: 0.321 data_time: 0.002 memory: 15235 grad_norm: 4.8036 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7938 loss: 0.7938 2022/06/14 14:05:26 - mmengine - INFO - Epoch(train) [7][3200/3757] lr: 5.000e-04 eta: 2:46:53 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.3002 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5237 loss: 0.5237 2022/06/14 14:05:32 - mmengine - INFO - Epoch(train) [7][3220/3757] lr: 5.000e-04 eta: 2:46:47 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.8686 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.3955 loss: 0.3955 2022/06/14 14:05:39 - mmengine - INFO - Epoch(train) [7][3240/3757] lr: 5.000e-04 eta: 2:46:40 time: 0.328 data_time: 0.024 memory: 15235 grad_norm: 4.8562 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5379 loss: 0.5379 2022/06/14 14:05:45 - mmengine - INFO - Epoch(train) [7][3260/3757] lr: 5.000e-04 eta: 2:46:33 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 8.1422 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6531 loss: 0.6531 2022/06/14 14:05:52 - mmengine - INFO - Epoch(train) [7][3280/3757] lr: 5.000e-04 eta: 2:46:27 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 5.3002 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6817 loss: 0.6817 2022/06/14 14:05:58 - mmengine - INFO - Epoch(train) [7][3300/3757] lr: 5.000e-04 eta: 2:46:21 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 4.3239 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5496 loss: 0.5496 2022/06/14 14:06:05 - mmengine - INFO - Epoch(train) [7][3320/3757] lr: 5.000e-04 eta: 2:46:14 time: 0.318 data_time: 0.003 memory: 15235 grad_norm: 5.0037 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7313 loss: 0.7313 2022/06/14 14:06:12 - mmengine - INFO - Epoch(train) [7][3340/3757] lr: 5.000e-04 eta: 2:46:07 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 4.4968 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7232 loss: 0.7232 2022/06/14 14:06:18 - mmengine - INFO - Epoch(train) [7][3360/3757] lr: 5.000e-04 eta: 2:46:01 time: 0.316 data_time: 0.003 memory: 15235 grad_norm: 4.6620 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7945 loss: 0.7945 2022/06/14 14:06:25 - mmengine - INFO - Epoch(train) [7][3380/3757] lr: 5.000e-04 eta: 2:45:54 time: 0.320 data_time: 0.045 memory: 15235 grad_norm: 5.2961 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5795 loss: 0.5795 2022/06/14 14:06:31 - mmengine - INFO - Epoch(train) [7][3400/3757] lr: 5.000e-04 eta: 2:45:48 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 9.6863 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8185 loss: 0.8185 2022/06/14 14:06:38 - mmengine - INFO - Epoch(train) [7][3420/3757] lr: 5.000e-04 eta: 2:45:41 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 4.3964 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8665 loss: 0.8665 2022/06/14 14:06:44 - mmengine - INFO - Epoch(train) [7][3440/3757] lr: 5.000e-04 eta: 2:45:35 time: 0.335 data_time: 0.002 memory: 15235 grad_norm: 4.0217 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5983 loss: 0.5983 2022/06/14 14:06:50 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:06:51 - mmengine - INFO - Epoch(train) [7][3460/3757] lr: 5.000e-04 eta: 2:45:28 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.8379 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6756 loss: 0.6756 2022/06/14 14:06:57 - mmengine - INFO - Epoch(train) [7][3480/3757] lr: 5.000e-04 eta: 2:45:21 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.5647 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8299 loss: 0.8299 2022/06/14 14:07:04 - mmengine - INFO - Epoch(train) [7][3500/3757] lr: 5.000e-04 eta: 2:45:15 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 4.9021 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6986 loss: 0.6986 2022/06/14 14:07:10 - mmengine - INFO - Epoch(train) [7][3520/3757] lr: 5.000e-04 eta: 2:45:08 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.9189 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5859 loss: 0.5859 2022/06/14 14:07:17 - mmengine - INFO - Epoch(train) [7][3540/3757] lr: 5.000e-04 eta: 2:45:02 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 5.1875 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6396 loss: 0.6396 2022/06/14 14:07:23 - mmengine - INFO - Epoch(train) [7][3560/3757] lr: 5.000e-04 eta: 2:44:55 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.0125 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8077 loss: 0.8077 2022/06/14 14:07:30 - mmengine - INFO - Epoch(train) [7][3580/3757] lr: 5.000e-04 eta: 2:44:49 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.5692 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6901 loss: 0.6901 2022/06/14 14:07:36 - mmengine - INFO - Epoch(train) [7][3600/3757] lr: 5.000e-04 eta: 2:44:42 time: 0.324 data_time: 0.005 memory: 15235 grad_norm: 5.6461 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7193 loss: 0.7193 2022/06/14 14:07:43 - mmengine - INFO - Epoch(train) [7][3620/3757] lr: 5.000e-04 eta: 2:44:36 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.3285 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7063 loss: 0.7063 2022/06/14 14:07:50 - mmengine - INFO - Epoch(train) [7][3640/3757] lr: 5.000e-04 eta: 2:44:29 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.6486 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5426 loss: 0.5426 2022/06/14 14:07:56 - mmengine - INFO - Epoch(train) [7][3660/3757] lr: 5.000e-04 eta: 2:44:23 time: 0.319 data_time: 0.003 memory: 15235 grad_norm: 5.2083 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8015 loss: 0.8015 2022/06/14 14:08:03 - mmengine - INFO - Epoch(train) [7][3680/3757] lr: 5.000e-04 eta: 2:44:16 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3005 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8254 loss: 0.8254 2022/06/14 14:08:09 - mmengine - INFO - Epoch(train) [7][3700/3757] lr: 5.000e-04 eta: 2:44:10 time: 0.344 data_time: 0.038 memory: 15235 grad_norm: 4.3037 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7606 loss: 0.7606 2022/06/14 14:08:16 - mmengine - INFO - Epoch(train) [7][3720/3757] lr: 5.000e-04 eta: 2:44:03 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0368 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6148 loss: 0.6148 2022/06/14 14:08:22 - mmengine - INFO - Epoch(train) [7][3740/3757] lr: 5.000e-04 eta: 2:43:56 time: 0.312 data_time: 0.008 memory: 15235 grad_norm: 5.7277 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7754 loss: 0.7754 2022/06/14 14:08:27 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:08:36 - mmengine - INFO - Epoch(val) [7][20/310] eta: 0:01:50 time: 0.090 data_time: 0.002 memory: 15235 2022/06/14 14:08:41 - mmengine - INFO - Epoch(val) [7][40/310] eta: 0:01:42 time: 0.101 data_time: 0.002 memory: 2470 2022/06/14 14:08:46 - mmengine - INFO - Epoch(val) [7][60/310] eta: 0:00:23 time: 0.101 data_time: 0.005 memory: 2470 2022/06/14 14:08:50 - mmengine - INFO - Epoch(val) [7][80/310] eta: 0:00:23 time: 0.097 data_time: 0.003 memory: 2470 2022/06/14 14:08:57 - mmengine - INFO - Epoch(val) [7][100/310] eta: 0:01:14 time: 0.092 data_time: 0.003 memory: 2470 2022/06/14 14:09:02 - mmengine - INFO - Epoch(val) [7][120/310] eta: 0:01:08 time: 0.111 data_time: 0.007 memory: 2470 2022/06/14 14:09:07 - mmengine - INFO - Epoch(val) [7][140/310] eta: 0:00:23 time: 0.105 data_time: 0.017 memory: 2470 2022/06/14 14:09:11 - mmengine - INFO - Epoch(val) [7][160/310] eta: 0:00:17 time: 0.098 data_time: 0.002 memory: 2470 2022/06/14 14:09:18 - mmengine - INFO - Epoch(val) [7][180/310] eta: 0:00:40 time: 0.093 data_time: 0.002 memory: 2470 2022/06/14 14:09:23 - mmengine - INFO - Epoch(val) [7][200/310] eta: 0:00:39 time: 0.098 data_time: 0.008 memory: 2470 2022/06/14 14:09:28 - mmengine - INFO - Epoch(val) [7][220/310] eta: 0:00:14 time: 0.087 data_time: 0.002 memory: 2470 2022/06/14 14:09:32 - mmengine - INFO - Epoch(val) [7][240/310] eta: 0:00:06 time: 0.102 data_time: 0.002 memory: 2470 2022/06/14 14:09:40 - mmengine - INFO - Epoch(val) [7][260/310] eta: 0:00:19 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 14:09:45 - mmengine - INFO - Epoch(val) [7][280/310] eta: 0:00:12 time: 0.092 data_time: 0.003 memory: 2470 2022/06/14 14:09:48 - mmengine - INFO - Epoch(val) [7][300/310] eta: 0:00:01 time: 0.088 data_time: 0.001 memory: 2470 2022/06/14 14:09:51 - mmengine - INFO - Epoch(val) [7][310/310] acc/top1: 0.7631 acc/top5: 0.9271 acc/mean1: 0.7630 2022/06/14 14:10:02 - mmengine - INFO - Epoch(train) [8][20/3757] lr: 5.000e-04 eta: 2:43:47 time: 0.341 data_time: 0.003 memory: 15235 grad_norm: 6.7616 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5951 loss: 0.5951 2022/06/14 14:10:09 - mmengine - INFO - Epoch(train) [8][40/3757] lr: 5.000e-04 eta: 2:43:40 time: 0.370 data_time: 0.003 memory: 15235 grad_norm: 4.8235 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5185 loss: 0.5185 2022/06/14 14:10:16 - mmengine - INFO - Epoch(train) [8][60/3757] lr: 5.000e-04 eta: 2:43:34 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.7611 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.5526 loss: 0.5526 2022/06/14 14:10:22 - mmengine - INFO - Epoch(train) [8][80/3757] lr: 5.000e-04 eta: 2:43:27 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.0867 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3482 loss: 0.3482 2022/06/14 14:10:29 - mmengine - INFO - Epoch(train) [8][100/3757] lr: 5.000e-04 eta: 2:43:21 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 4.2625 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8364 loss: 0.8364 2022/06/14 14:10:35 - mmengine - INFO - Epoch(train) [8][120/3757] lr: 5.000e-04 eta: 2:43:14 time: 0.317 data_time: 0.011 memory: 15235 grad_norm: 5.2410 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7964 loss: 0.7964 2022/06/14 14:10:42 - mmengine - INFO - Epoch(train) [8][140/3757] lr: 5.000e-04 eta: 2:43:08 time: 0.335 data_time: 0.009 memory: 15235 grad_norm: 5.7119 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7433 loss: 0.7433 2022/06/14 14:10:48 - mmengine - INFO - Epoch(train) [8][160/3757] lr: 5.000e-04 eta: 2:43:01 time: 0.318 data_time: 0.014 memory: 15235 grad_norm: 4.8181 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5027 loss: 0.5027 2022/06/14 14:10:55 - mmengine - INFO - Epoch(train) [8][180/3757] lr: 5.000e-04 eta: 2:42:55 time: 0.320 data_time: 0.005 memory: 15235 grad_norm: 5.6652 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9596 loss: 0.9596 2022/06/14 14:11:02 - mmengine - INFO - Epoch(train) [8][200/3757] lr: 5.000e-04 eta: 2:42:48 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.8958 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5467 loss: 0.5467 2022/06/14 14:11:08 - mmengine - INFO - Epoch(train) [8][220/3757] lr: 5.000e-04 eta: 2:42:42 time: 0.334 data_time: 0.007 memory: 15235 grad_norm: 4.7055 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5276 loss: 0.5276 2022/06/14 14:11:15 - mmengine - INFO - Epoch(train) [8][240/3757] lr: 5.000e-04 eta: 2:42:35 time: 0.320 data_time: 0.003 memory: 15235 grad_norm: 5.2799 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4431 loss: 0.4431 2022/06/14 14:11:21 - mmengine - INFO - Epoch(train) [8][260/3757] lr: 5.000e-04 eta: 2:42:29 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 3.9302 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5836 loss: 0.5836 2022/06/14 14:11:28 - mmengine - INFO - Epoch(train) [8][280/3757] lr: 5.000e-04 eta: 2:42:22 time: 0.353 data_time: 0.005 memory: 15235 grad_norm: 6.0164 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4552 loss: 0.4552 2022/06/14 14:11:34 - mmengine - INFO - Epoch(train) [8][300/3757] lr: 5.000e-04 eta: 2:42:16 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.8529 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5083 loss: 0.5083 2022/06/14 14:11:41 - mmengine - INFO - Epoch(train) [8][320/3757] lr: 5.000e-04 eta: 2:42:09 time: 0.330 data_time: 0.005 memory: 15235 grad_norm: 5.1422 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.3510 loss: 0.3510 2022/06/14 14:11:47 - mmengine - INFO - Epoch(train) [8][340/3757] lr: 5.000e-04 eta: 2:42:02 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 4.1361 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8155 loss: 0.8155 2022/06/14 14:11:54 - mmengine - INFO - Epoch(train) [8][360/3757] lr: 5.000e-04 eta: 2:41:56 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.6505 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8269 loss: 0.8269 2022/06/14 14:12:01 - mmengine - INFO - Epoch(train) [8][380/3757] lr: 5.000e-04 eta: 2:41:50 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.7554 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4948 loss: 0.4948 2022/06/14 14:12:07 - mmengine - INFO - Epoch(train) [8][400/3757] lr: 5.000e-04 eta: 2:41:43 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.4023 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6065 loss: 0.6065 2022/06/14 14:12:14 - mmengine - INFO - Epoch(train) [8][420/3757] lr: 5.000e-04 eta: 2:41:37 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.2908 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5523 loss: 0.5523 2022/06/14 14:12:21 - mmengine - INFO - Epoch(train) [8][440/3757] lr: 5.000e-04 eta: 2:41:30 time: 0.327 data_time: 0.040 memory: 15235 grad_norm: 5.5246 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4512 loss: 0.4512 2022/06/14 14:12:27 - mmengine - INFO - Epoch(train) [8][460/3757] lr: 5.000e-04 eta: 2:41:24 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.6968 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6000 loss: 0.6000 2022/06/14 14:12:34 - mmengine - INFO - Epoch(train) [8][480/3757] lr: 5.000e-04 eta: 2:41:17 time: 0.321 data_time: 0.015 memory: 15235 grad_norm: 4.3061 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6628 loss: 0.6628 2022/06/14 14:12:40 - mmengine - INFO - Epoch(train) [8][500/3757] lr: 5.000e-04 eta: 2:41:11 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.1907 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6523 loss: 0.6523 2022/06/14 14:12:47 - mmengine - INFO - Epoch(train) [8][520/3757] lr: 5.000e-04 eta: 2:41:04 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.9195 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5457 loss: 0.5457 2022/06/14 14:12:53 - mmengine - INFO - Epoch(train) [8][540/3757] lr: 5.000e-04 eta: 2:40:57 time: 0.320 data_time: 0.008 memory: 15235 grad_norm: 5.8124 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8492 loss: 0.8492 2022/06/14 14:13:00 - mmengine - INFO - Epoch(train) [8][560/3757] lr: 5.000e-04 eta: 2:40:51 time: 0.339 data_time: 0.003 memory: 15235 grad_norm: 4.4229 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5221 loss: 0.5221 2022/06/14 14:13:06 - mmengine - INFO - Epoch(train) [8][580/3757] lr: 5.000e-04 eta: 2:40:44 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.0487 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8683 loss: 0.8683 2022/06/14 14:13:13 - mmengine - INFO - Epoch(train) [8][600/3757] lr: 5.000e-04 eta: 2:40:38 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.1900 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5354 loss: 0.5354 2022/06/14 14:13:19 - mmengine - INFO - Epoch(train) [8][620/3757] lr: 5.000e-04 eta: 2:40:31 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.4755 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7642 loss: 0.7642 2022/06/14 14:13:26 - mmengine - INFO - Epoch(train) [8][640/3757] lr: 5.000e-04 eta: 2:40:25 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.7277 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7266 loss: 0.7266 2022/06/14 14:13:32 - mmengine - INFO - Epoch(train) [8][660/3757] lr: 5.000e-04 eta: 2:40:18 time: 0.332 data_time: 0.008 memory: 15235 grad_norm: 4.3185 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.2627 loss: 0.2627 2022/06/14 14:13:39 - mmengine - INFO - Epoch(train) [8][680/3757] lr: 5.000e-04 eta: 2:40:12 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.6850 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7241 loss: 0.7241 2022/06/14 14:13:45 - mmengine - INFO - Epoch(train) [8][700/3757] lr: 5.000e-04 eta: 2:40:05 time: 0.322 data_time: 0.008 memory: 15235 grad_norm: 6.5007 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5391 loss: 0.5391 2022/06/14 14:13:46 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:13:52 - mmengine - INFO - Epoch(train) [8][720/3757] lr: 5.000e-04 eta: 2:39:59 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.4667 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5745 loss: 0.5745 2022/06/14 14:13:59 - mmengine - INFO - Epoch(train) [8][740/3757] lr: 5.000e-04 eta: 2:39:52 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 4.5054 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6103 loss: 0.6103 2022/06/14 14:14:05 - mmengine - INFO - Epoch(train) [8][760/3757] lr: 5.000e-04 eta: 2:39:46 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.1166 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7007 loss: 0.7007 2022/06/14 14:14:12 - mmengine - INFO - Epoch(train) [8][780/3757] lr: 5.000e-04 eta: 2:39:39 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.8354 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6452 loss: 0.6452 2022/06/14 14:14:18 - mmengine - INFO - Epoch(train) [8][800/3757] lr: 5.000e-04 eta: 2:39:32 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.7861 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7533 loss: 0.7533 2022/06/14 14:14:25 - mmengine - INFO - Epoch(train) [8][820/3757] lr: 5.000e-04 eta: 2:39:26 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1969 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5160 loss: 0.5160 2022/06/14 14:14:31 - mmengine - INFO - Epoch(train) [8][840/3757] lr: 5.000e-04 eta: 2:39:19 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.8504 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4993 loss: 0.4993 2022/06/14 14:14:38 - mmengine - INFO - Epoch(train) [8][860/3757] lr: 5.000e-04 eta: 2:39:13 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.0133 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4635 loss: 0.4635 2022/06/14 14:14:44 - mmengine - INFO - Epoch(train) [8][880/3757] lr: 5.000e-04 eta: 2:39:06 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.6053 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6344 loss: 0.6344 2022/06/14 14:14:51 - mmengine - INFO - Epoch(train) [8][900/3757] lr: 5.000e-04 eta: 2:39:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.4680 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7362 loss: 0.7362 2022/06/14 14:14:58 - mmengine - INFO - Epoch(train) [8][920/3757] lr: 5.000e-04 eta: 2:38:53 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 5.5093 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7393 loss: 0.7393 2022/06/14 14:15:04 - mmengine - INFO - Epoch(train) [8][940/3757] lr: 5.000e-04 eta: 2:38:47 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.5241 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4111 loss: 0.4111 2022/06/14 14:15:11 - mmengine - INFO - Epoch(train) [8][960/3757] lr: 5.000e-04 eta: 2:38:40 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.6651 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6024 loss: 0.6024 2022/06/14 14:15:17 - mmengine - INFO - Epoch(train) [8][980/3757] lr: 5.000e-04 eta: 2:38:33 time: 0.325 data_time: 0.002 memory: 15235 grad_norm: 6.1105 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4658 loss: 0.4658 2022/06/14 14:15:24 - mmengine - INFO - Epoch(train) [8][1000/3757] lr: 5.000e-04 eta: 2:38:27 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.6458 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7824 loss: 0.7824 2022/06/14 14:15:30 - mmengine - INFO - Epoch(train) [8][1020/3757] lr: 5.000e-04 eta: 2:38:20 time: 0.328 data_time: 0.010 memory: 15235 grad_norm: 4.2483 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7187 loss: 0.7187 2022/06/14 14:15:37 - mmengine - INFO - Epoch(train) [8][1040/3757] lr: 5.000e-04 eta: 2:38:14 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 4.4878 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4602 loss: 0.4602 2022/06/14 14:15:43 - mmengine - INFO - Epoch(train) [8][1060/3757] lr: 5.000e-04 eta: 2:38:07 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.0077 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5477 loss: 0.5477 2022/06/14 14:15:50 - mmengine - INFO - Epoch(train) [8][1080/3757] lr: 5.000e-04 eta: 2:38:01 time: 0.346 data_time: 0.002 memory: 15235 grad_norm: 5.5073 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6759 loss: 0.6759 2022/06/14 14:15:56 - mmengine - INFO - Epoch(train) [8][1100/3757] lr: 5.000e-04 eta: 2:37:54 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.9595 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5627 loss: 0.5627 2022/06/14 14:16:03 - mmengine - INFO - Epoch(train) [8][1120/3757] lr: 5.000e-04 eta: 2:37:48 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 6.5495 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5648 loss: 0.5648 2022/06/14 14:16:10 - mmengine - INFO - Epoch(train) [8][1140/3757] lr: 5.000e-04 eta: 2:37:41 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 7.0079 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0063 loss: 1.0063 2022/06/14 14:16:16 - mmengine - INFO - Epoch(train) [8][1160/3757] lr: 5.000e-04 eta: 2:37:35 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.6521 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5467 loss: 0.5467 2022/06/14 14:16:23 - mmengine - INFO - Epoch(train) [8][1180/3757] lr: 5.000e-04 eta: 2:37:28 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4047 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5873 loss: 0.5873 2022/06/14 14:16:29 - mmengine - INFO - Epoch(train) [8][1200/3757] lr: 5.000e-04 eta: 2:37:21 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.2180 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4724 loss: 0.4724 2022/06/14 14:16:36 - mmengine - INFO - Epoch(train) [8][1220/3757] lr: 5.000e-04 eta: 2:37:15 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.1425 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5951 loss: 0.5951 2022/06/14 14:16:42 - mmengine - INFO - Epoch(train) [8][1240/3757] lr: 5.000e-04 eta: 2:37:08 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5479 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6061 loss: 0.6061 2022/06/14 14:16:49 - mmengine - INFO - Epoch(train) [8][1260/3757] lr: 5.000e-04 eta: 2:37:02 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.6757 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6327 loss: 0.6327 2022/06/14 14:16:55 - mmengine - INFO - Epoch(train) [8][1280/3757] lr: 5.000e-04 eta: 2:36:55 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9877 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.5910 loss: 0.5910 2022/06/14 14:17:02 - mmengine - INFO - Epoch(train) [8][1300/3757] lr: 5.000e-04 eta: 2:36:49 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.9397 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5354 loss: 0.5354 2022/06/14 14:17:08 - mmengine - INFO - Epoch(train) [8][1320/3757] lr: 5.000e-04 eta: 2:36:42 time: 0.328 data_time: 0.002 memory: 15235 grad_norm: 5.7166 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3541 loss: 0.3541 2022/06/14 14:17:15 - mmengine - INFO - Epoch(train) [8][1340/3757] lr: 5.000e-04 eta: 2:36:36 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 5.4917 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6469 loss: 0.6469 2022/06/14 14:17:22 - mmengine - INFO - Epoch(train) [8][1360/3757] lr: 5.000e-04 eta: 2:36:29 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.8366 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6819 loss: 0.6819 2022/06/14 14:17:28 - mmengine - INFO - Epoch(train) [8][1380/3757] lr: 5.000e-04 eta: 2:36:23 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.7001 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5098 loss: 0.5098 2022/06/14 14:17:35 - mmengine - INFO - Epoch(train) [8][1400/3757] lr: 5.000e-04 eta: 2:36:16 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.2058 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.3718 loss: 0.3718 2022/06/14 14:17:41 - mmengine - INFO - Epoch(train) [8][1420/3757] lr: 5.000e-04 eta: 2:36:09 time: 0.321 data_time: 0.018 memory: 15235 grad_norm: 4.9412 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7295 loss: 0.7295 2022/06/14 14:17:48 - mmengine - INFO - Epoch(train) [8][1440/3757] lr: 5.000e-04 eta: 2:36:03 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 4.7365 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6269 loss: 0.6269 2022/06/14 14:17:54 - mmengine - INFO - Epoch(train) [8][1460/3757] lr: 5.000e-04 eta: 2:35:56 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.2202 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5039 loss: 0.5039 2022/06/14 14:18:01 - mmengine - INFO - Epoch(train) [8][1480/3757] lr: 5.000e-04 eta: 2:35:50 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.2996 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8558 loss: 0.8558 2022/06/14 14:18:07 - mmengine - INFO - Epoch(train) [8][1500/3757] lr: 5.000e-04 eta: 2:35:43 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 4.9905 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4202 loss: 0.4202 2022/06/14 14:18:14 - mmengine - INFO - Epoch(train) [8][1520/3757] lr: 5.000e-04 eta: 2:35:37 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.1082 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5590 loss: 0.5590 2022/06/14 14:18:21 - mmengine - INFO - Epoch(train) [8][1540/3757] lr: 5.000e-04 eta: 2:35:30 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.6071 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6713 loss: 0.6713 2022/06/14 14:18:27 - mmengine - INFO - Epoch(train) [8][1560/3757] lr: 5.000e-04 eta: 2:35:24 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 6.0104 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0231 loss: 1.0231 2022/06/14 14:18:34 - mmengine - INFO - Epoch(train) [8][1580/3757] lr: 5.000e-04 eta: 2:35:17 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 4.3084 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4371 loss: 0.4371 2022/06/14 14:18:40 - mmengine - INFO - Epoch(train) [8][1600/3757] lr: 5.000e-04 eta: 2:35:11 time: 0.342 data_time: 0.032 memory: 15235 grad_norm: 4.6882 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7368 loss: 0.7368 2022/06/14 14:18:47 - mmengine - INFO - Epoch(train) [8][1620/3757] lr: 5.000e-04 eta: 2:35:04 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.3274 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7213 loss: 0.7213 2022/06/14 14:18:53 - mmengine - INFO - Epoch(train) [8][1640/3757] lr: 5.000e-04 eta: 2:34:58 time: 0.337 data_time: 0.006 memory: 15235 grad_norm: 5.9904 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6015 loss: 0.6015 2022/06/14 14:19:00 - mmengine - INFO - Epoch(train) [8][1660/3757] lr: 5.000e-04 eta: 2:34:51 time: 0.395 data_time: 0.020 memory: 15235 grad_norm: 5.7456 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7036 loss: 0.7036 2022/06/14 14:19:06 - mmengine - INFO - Epoch(train) [8][1680/3757] lr: 5.000e-04 eta: 2:34:44 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 3.5829 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3545 loss: 0.3545 2022/06/14 14:19:13 - mmengine - INFO - Epoch(train) [8][1700/3757] lr: 5.000e-04 eta: 2:34:38 time: 0.324 data_time: 0.012 memory: 15235 grad_norm: 5.9024 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6637 loss: 0.6637 2022/06/14 14:19:13 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:19:19 - mmengine - INFO - Epoch(train) [8][1720/3757] lr: 5.000e-04 eta: 2:34:31 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.1925 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4096 loss: 0.4096 2022/06/14 14:19:26 - mmengine - INFO - Epoch(train) [8][1740/3757] lr: 5.000e-04 eta: 2:34:25 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.6043 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6667 loss: 0.6667 2022/06/14 14:19:32 - mmengine - INFO - Epoch(train) [8][1760/3757] lr: 5.000e-04 eta: 2:34:18 time: 0.336 data_time: 0.009 memory: 15235 grad_norm: 6.4301 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8854 loss: 0.8854 2022/06/14 14:19:39 - mmengine - INFO - Epoch(train) [8][1780/3757] lr: 5.000e-04 eta: 2:34:12 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.9392 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7209 loss: 0.7209 2022/06/14 14:19:46 - mmengine - INFO - Epoch(train) [8][1800/3757] lr: 5.000e-04 eta: 2:34:05 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 6.8017 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7338 loss: 0.7338 2022/06/14 14:19:52 - mmengine - INFO - Epoch(train) [8][1820/3757] lr: 5.000e-04 eta: 2:33:59 time: 0.325 data_time: 0.008 memory: 15235 grad_norm: 4.3241 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8081 loss: 0.8081 2022/06/14 14:19:59 - mmengine - INFO - Epoch(train) [8][1840/3757] lr: 5.000e-04 eta: 2:33:52 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.3368 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9494 loss: 0.9494 2022/06/14 14:20:05 - mmengine - INFO - Epoch(train) [8][1860/3757] lr: 5.000e-04 eta: 2:33:45 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 4.2938 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4009 loss: 0.4009 2022/06/14 14:20:12 - mmengine - INFO - Epoch(train) [8][1880/3757] lr: 5.000e-04 eta: 2:33:39 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.5880 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6715 loss: 0.6715 2022/06/14 14:20:18 - mmengine - INFO - Epoch(train) [8][1900/3757] lr: 5.000e-04 eta: 2:33:32 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.7575 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9134 loss: 0.9134 2022/06/14 14:20:25 - mmengine - INFO - Epoch(train) [8][1920/3757] lr: 5.000e-04 eta: 2:33:26 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.1598 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5351 loss: 0.5351 2022/06/14 14:20:31 - mmengine - INFO - Epoch(train) [8][1940/3757] lr: 5.000e-04 eta: 2:33:19 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0043 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4813 loss: 0.4813 2022/06/14 14:20:38 - mmengine - INFO - Epoch(train) [8][1960/3757] lr: 5.000e-04 eta: 2:33:13 time: 0.318 data_time: 0.019 memory: 15235 grad_norm: 5.8404 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5884 loss: 0.5884 2022/06/14 14:20:44 - mmengine - INFO - Epoch(train) [8][1980/3757] lr: 5.000e-04 eta: 2:33:06 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1877 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4594 loss: 0.4594 2022/06/14 14:20:51 - mmengine - INFO - Epoch(train) [8][2000/3757] lr: 5.000e-04 eta: 2:33:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.1653 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5367 loss: 0.5367 2022/06/14 14:20:57 - mmengine - INFO - Epoch(train) [8][2020/3757] lr: 5.000e-04 eta: 2:32:53 time: 0.326 data_time: 0.023 memory: 15235 grad_norm: 5.3666 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9050 loss: 0.9050 2022/06/14 14:21:04 - mmengine - INFO - Epoch(train) [8][2040/3757] lr: 5.000e-04 eta: 2:32:47 time: 0.324 data_time: 0.013 memory: 15235 grad_norm: 5.3094 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6024 loss: 0.6024 2022/06/14 14:21:11 - mmengine - INFO - Epoch(train) [8][2060/3757] lr: 5.000e-04 eta: 2:32:40 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 4.4513 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5224 loss: 0.5224 2022/06/14 14:21:17 - mmengine - INFO - Epoch(train) [8][2080/3757] lr: 5.000e-04 eta: 2:32:34 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4054 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5997 loss: 0.5997 2022/06/14 14:21:24 - mmengine - INFO - Epoch(train) [8][2100/3757] lr: 5.000e-04 eta: 2:32:27 time: 0.334 data_time: 0.010 memory: 15235 grad_norm: 4.7643 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5810 loss: 0.5810 2022/06/14 14:21:30 - mmengine - INFO - Epoch(train) [8][2120/3757] lr: 5.000e-04 eta: 2:32:20 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 4.4808 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5595 loss: 0.5595 2022/06/14 14:21:37 - mmengine - INFO - Epoch(train) [8][2140/3757] lr: 5.000e-04 eta: 2:32:14 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.3728 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6858 loss: 0.6858 2022/06/14 14:21:43 - mmengine - INFO - Epoch(train) [8][2160/3757] lr: 5.000e-04 eta: 2:32:07 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 3.3727 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6326 loss: 0.6326 2022/06/14 14:21:50 - mmengine - INFO - Epoch(train) [8][2180/3757] lr: 5.000e-04 eta: 2:32:01 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 4.6586 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7312 loss: 0.7312 2022/06/14 14:21:56 - mmengine - INFO - Epoch(train) [8][2200/3757] lr: 5.000e-04 eta: 2:31:54 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.1038 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6173 loss: 0.6173 2022/06/14 14:22:03 - mmengine - INFO - Epoch(train) [8][2220/3757] lr: 5.000e-04 eta: 2:31:48 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 4.3618 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7035 loss: 0.7035 2022/06/14 14:22:09 - mmengine - INFO - Epoch(train) [8][2240/3757] lr: 5.000e-04 eta: 2:31:41 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 4.6475 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6373 loss: 0.6373 2022/06/14 14:22:16 - mmengine - INFO - Epoch(train) [8][2260/3757] lr: 5.000e-04 eta: 2:31:34 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 6.2969 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6241 loss: 0.6241 2022/06/14 14:22:23 - mmengine - INFO - Epoch(train) [8][2280/3757] lr: 5.000e-04 eta: 2:31:28 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.3955 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9227 loss: 0.9227 2022/06/14 14:22:29 - mmengine - INFO - Epoch(train) [8][2300/3757] lr: 5.000e-04 eta: 2:31:21 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.5010 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5473 loss: 0.5473 2022/06/14 14:22:36 - mmengine - INFO - Epoch(train) [8][2320/3757] lr: 5.000e-04 eta: 2:31:15 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.1707 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5496 loss: 0.5496 2022/06/14 14:22:42 - mmengine - INFO - Epoch(train) [8][2340/3757] lr: 5.000e-04 eta: 2:31:08 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 4.9114 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7167 loss: 0.7167 2022/06/14 14:22:49 - mmengine - INFO - Epoch(train) [8][2360/3757] lr: 5.000e-04 eta: 2:31:02 time: 0.341 data_time: 0.006 memory: 15235 grad_norm: 5.1904 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5313 loss: 0.5313 2022/06/14 14:22:55 - mmengine - INFO - Epoch(train) [8][2380/3757] lr: 5.000e-04 eta: 2:30:55 time: 0.305 data_time: 0.005 memory: 15235 grad_norm: 4.5325 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7244 loss: 0.7244 2022/06/14 14:23:02 - mmengine - INFO - Epoch(train) [8][2400/3757] lr: 5.000e-04 eta: 2:30:49 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.5364 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5388 loss: 0.5388 2022/06/14 14:23:08 - mmengine - INFO - Epoch(train) [8][2420/3757] lr: 5.000e-04 eta: 2:30:42 time: 0.338 data_time: 0.006 memory: 15235 grad_norm: 6.3659 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6507 loss: 0.6507 2022/06/14 14:23:15 - mmengine - INFO - Epoch(train) [8][2440/3757] lr: 5.000e-04 eta: 2:30:36 time: 0.322 data_time: 0.035 memory: 15235 grad_norm: 5.3606 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7522 loss: 0.7522 2022/06/14 14:23:22 - mmengine - INFO - Epoch(train) [8][2460/3757] lr: 5.000e-04 eta: 2:30:29 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.5610 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6515 loss: 0.6515 2022/06/14 14:23:28 - mmengine - INFO - Epoch(train) [8][2480/3757] lr: 5.000e-04 eta: 2:30:23 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.1795 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6119 loss: 0.6119 2022/06/14 14:23:35 - mmengine - INFO - Epoch(train) [8][2500/3757] lr: 5.000e-04 eta: 2:30:16 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.9931 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8316 loss: 0.8316 2022/06/14 14:23:41 - mmengine - INFO - Epoch(train) [8][2520/3757] lr: 5.000e-04 eta: 2:30:10 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9798 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4208 loss: 0.4208 2022/06/14 14:23:48 - mmengine - INFO - Epoch(train) [8][2540/3757] lr: 5.000e-04 eta: 2:30:03 time: 0.325 data_time: 0.012 memory: 15235 grad_norm: 5.0142 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6492 loss: 0.6492 2022/06/14 14:23:54 - mmengine - INFO - Epoch(train) [8][2560/3757] lr: 5.000e-04 eta: 2:29:56 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.7649 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8332 loss: 0.8332 2022/06/14 14:24:01 - mmengine - INFO - Epoch(train) [8][2580/3757] lr: 5.000e-04 eta: 2:29:50 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0128 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5748 loss: 0.5748 2022/06/14 14:24:07 - mmengine - INFO - Epoch(train) [8][2600/3757] lr: 5.000e-04 eta: 2:29:43 time: 0.321 data_time: 0.015 memory: 15235 grad_norm: 5.7343 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5627 loss: 0.5627 2022/06/14 14:24:14 - mmengine - INFO - Epoch(train) [8][2620/3757] lr: 5.000e-04 eta: 2:29:37 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.1535 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5171 loss: 0.5171 2022/06/14 14:24:20 - mmengine - INFO - Epoch(train) [8][2640/3757] lr: 5.000e-04 eta: 2:29:30 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 3.5068 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6138 loss: 0.6138 2022/06/14 14:24:27 - mmengine - INFO - Epoch(train) [8][2660/3757] lr: 5.000e-04 eta: 2:29:24 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 7.2391 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7105 loss: 0.7105 2022/06/14 14:24:34 - mmengine - INFO - Epoch(train) [8][2680/3757] lr: 5.000e-04 eta: 2:29:17 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.6491 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5383 loss: 0.5383 2022/06/14 14:24:40 - mmengine - INFO - Epoch(train) [8][2700/3757] lr: 5.000e-04 eta: 2:29:11 time: 0.322 data_time: 0.030 memory: 15235 grad_norm: 5.3044 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7473 loss: 0.7473 2022/06/14 14:24:40 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:24:47 - mmengine - INFO - Epoch(train) [8][2720/3757] lr: 5.000e-04 eta: 2:29:04 time: 0.361 data_time: 0.003 memory: 15235 grad_norm: 4.6646 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7372 loss: 0.7372 2022/06/14 14:24:53 - mmengine - INFO - Epoch(train) [8][2740/3757] lr: 5.000e-04 eta: 2:28:57 time: 0.343 data_time: 0.003 memory: 15235 grad_norm: 4.4326 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5679 loss: 0.5679 2022/06/14 14:25:00 - mmengine - INFO - Epoch(train) [8][2760/3757] lr: 5.000e-04 eta: 2:28:51 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 3.5177 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3576 loss: 0.3576 2022/06/14 14:25:06 - mmengine - INFO - Epoch(train) [8][2780/3757] lr: 5.000e-04 eta: 2:28:44 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.5451 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6416 loss: 0.6416 2022/06/14 14:25:13 - mmengine - INFO - Epoch(train) [8][2800/3757] lr: 5.000e-04 eta: 2:28:38 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.1953 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5350 loss: 0.5350 2022/06/14 14:25:19 - mmengine - INFO - Epoch(train) [8][2820/3757] lr: 5.000e-04 eta: 2:28:31 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 7.7423 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6571 loss: 0.6571 2022/06/14 14:25:26 - mmengine - INFO - Epoch(train) [8][2840/3757] lr: 5.000e-04 eta: 2:28:25 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 4.8052 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4455 loss: 0.4455 2022/06/14 14:25:32 - mmengine - INFO - Epoch(train) [8][2860/3757] lr: 5.000e-04 eta: 2:28:18 time: 0.330 data_time: 0.008 memory: 15235 grad_norm: 4.8726 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6133 loss: 0.6133 2022/06/14 14:25:39 - mmengine - INFO - Epoch(train) [8][2880/3757] lr: 5.000e-04 eta: 2:28:12 time: 0.320 data_time: 0.003 memory: 15235 grad_norm: 5.8289 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5311 loss: 0.5311 2022/06/14 14:25:45 - mmengine - INFO - Epoch(train) [8][2900/3757] lr: 5.000e-04 eta: 2:28:05 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.7188 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4828 loss: 0.4828 2022/06/14 14:25:52 - mmengine - INFO - Epoch(train) [8][2920/3757] lr: 5.000e-04 eta: 2:27:58 time: 0.318 data_time: 0.025 memory: 15235 grad_norm: 5.4440 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0118 loss: 1.0118 2022/06/14 14:25:58 - mmengine - INFO - Epoch(train) [8][2940/3757] lr: 5.000e-04 eta: 2:27:52 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.0917 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6844 loss: 0.6844 2022/06/14 14:26:05 - mmengine - INFO - Epoch(train) [8][2960/3757] lr: 5.000e-04 eta: 2:27:45 time: 0.322 data_time: 0.014 memory: 15235 grad_norm: 6.6568 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.2791 loss: 0.2791 2022/06/14 14:26:12 - mmengine - INFO - Epoch(train) [8][2980/3757] lr: 5.000e-04 eta: 2:27:39 time: 0.324 data_time: 0.015 memory: 15235 grad_norm: 4.2534 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8446 loss: 0.8446 2022/06/14 14:26:18 - mmengine - INFO - Epoch(train) [8][3000/3757] lr: 5.000e-04 eta: 2:27:32 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0062 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6038 loss: 0.6038 2022/06/14 14:26:25 - mmengine - INFO - Epoch(train) [8][3020/3757] lr: 5.000e-04 eta: 2:27:26 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 5.4988 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7530 loss: 0.7530 2022/06/14 14:26:31 - mmengine - INFO - Epoch(train) [8][3040/3757] lr: 5.000e-04 eta: 2:27:19 time: 0.319 data_time: 0.009 memory: 15235 grad_norm: 5.7890 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5740 loss: 0.5740 2022/06/14 14:26:38 - mmengine - INFO - Epoch(train) [8][3060/3757] lr: 5.000e-04 eta: 2:27:13 time: 0.320 data_time: 0.015 memory: 15235 grad_norm: 4.4427 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4111 loss: 0.4111 2022/06/14 14:26:44 - mmengine - INFO - Epoch(train) [8][3080/3757] lr: 5.000e-04 eta: 2:27:06 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.6905 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4612 loss: 0.4612 2022/06/14 14:26:51 - mmengine - INFO - Epoch(train) [8][3100/3757] lr: 5.000e-04 eta: 2:26:59 time: 0.342 data_time: 0.003 memory: 15235 grad_norm: 4.4873 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6344 loss: 0.6344 2022/06/14 14:26:57 - mmengine - INFO - Epoch(train) [8][3120/3757] lr: 5.000e-04 eta: 2:26:53 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.7877 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5958 loss: 0.5958 2022/06/14 14:27:04 - mmengine - INFO - Epoch(train) [8][3140/3757] lr: 5.000e-04 eta: 2:26:46 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.2547 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6927 loss: 0.6927 2022/06/14 14:27:10 - mmengine - INFO - Epoch(train) [8][3160/3757] lr: 5.000e-04 eta: 2:26:40 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.5199 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5534 loss: 0.5534 2022/06/14 14:27:17 - mmengine - INFO - Epoch(train) [8][3180/3757] lr: 5.000e-04 eta: 2:26:33 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.1889 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6289 loss: 0.6289 2022/06/14 14:27:23 - mmengine - INFO - Epoch(train) [8][3200/3757] lr: 5.000e-04 eta: 2:26:27 time: 0.325 data_time: 0.002 memory: 15235 grad_norm: 4.9015 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6132 loss: 0.6132 2022/06/14 14:27:30 - mmengine - INFO - Epoch(train) [8][3220/3757] lr: 5.000e-04 eta: 2:26:20 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.2417 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6632 loss: 0.6632 2022/06/14 14:27:36 - mmengine - INFO - Epoch(train) [8][3240/3757] lr: 5.000e-04 eta: 2:26:13 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.6923 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9043 loss: 0.9043 2022/06/14 14:27:43 - mmengine - INFO - Epoch(train) [8][3260/3757] lr: 5.000e-04 eta: 2:26:07 time: 0.326 data_time: 0.008 memory: 15235 grad_norm: 5.9480 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6445 loss: 0.6445 2022/06/14 14:27:49 - mmengine - INFO - Epoch(train) [8][3280/3757] lr: 5.000e-04 eta: 2:26:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8093 loss: 0.8093 2022/06/14 14:27:56 - mmengine - INFO - Epoch(train) [8][3300/3757] lr: 5.000e-04 eta: 2:25:54 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.8531 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.2777 loss: 0.2777 2022/06/14 14:28:02 - mmengine - INFO - Epoch(train) [8][3320/3757] lr: 5.000e-04 eta: 2:25:47 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.7782 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5749 loss: 0.5749 2022/06/14 14:28:09 - mmengine - INFO - Epoch(train) [8][3340/3757] lr: 5.000e-04 eta: 2:25:41 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.5702 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5793 loss: 0.5793 2022/06/14 14:28:16 - mmengine - INFO - Epoch(train) [8][3360/3757] lr: 5.000e-04 eta: 2:25:34 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.4056 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6704 loss: 0.6704 2022/06/14 14:28:22 - mmengine - INFO - Epoch(train) [8][3380/3757] lr: 5.000e-04 eta: 2:25:28 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.9581 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.7257 loss: 0.7257 2022/06/14 14:28:29 - mmengine - INFO - Epoch(train) [8][3400/3757] lr: 5.000e-04 eta: 2:25:21 time: 0.326 data_time: 0.008 memory: 15235 grad_norm: 5.7735 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4333 loss: 0.4333 2022/06/14 14:28:35 - mmengine - INFO - Epoch(train) [8][3420/3757] lr: 5.000e-04 eta: 2:25:14 time: 0.325 data_time: 0.024 memory: 15235 grad_norm: 5.7005 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5347 loss: 0.5347 2022/06/14 14:28:42 - mmengine - INFO - Epoch(train) [8][3440/3757] lr: 5.000e-04 eta: 2:25:08 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.7174 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5053 loss: 0.5053 2022/06/14 14:28:48 - mmengine - INFO - Epoch(train) [8][3460/3757] lr: 5.000e-04 eta: 2:25:01 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 4.0583 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6921 loss: 0.6921 2022/06/14 14:28:55 - mmengine - INFO - Epoch(train) [8][3480/3757] lr: 5.000e-04 eta: 2:24:55 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 5.0686 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4712 loss: 0.4712 2022/06/14 14:29:01 - mmengine - INFO - Epoch(train) [8][3500/3757] lr: 5.000e-04 eta: 2:24:48 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.2106 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6359 loss: 0.6359 2022/06/14 14:29:08 - mmengine - INFO - Epoch(train) [8][3520/3757] lr: 5.000e-04 eta: 2:24:42 time: 0.326 data_time: 0.018 memory: 15235 grad_norm: 5.3816 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5519 loss: 0.5519 2022/06/14 14:29:14 - mmengine - INFO - Epoch(train) [8][3540/3757] lr: 5.000e-04 eta: 2:24:35 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.7619 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5728 loss: 0.5728 2022/06/14 14:29:21 - mmengine - INFO - Epoch(train) [8][3560/3757] lr: 5.000e-04 eta: 2:24:29 time: 0.343 data_time: 0.023 memory: 15235 grad_norm: 5.6982 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4773 loss: 0.4773 2022/06/14 14:29:28 - mmengine - INFO - Epoch(train) [8][3580/3757] lr: 5.000e-04 eta: 2:24:22 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4058 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6198 loss: 0.6198 2022/06/14 14:29:34 - mmengine - INFO - Epoch(train) [8][3600/3757] lr: 5.000e-04 eta: 2:24:16 time: 0.327 data_time: 0.029 memory: 15235 grad_norm: 5.4917 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4089 loss: 0.4089 2022/06/14 14:29:41 - mmengine - INFO - Epoch(train) [8][3620/3757] lr: 5.000e-04 eta: 2:24:09 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.2192 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4964 loss: 0.4964 2022/06/14 14:29:47 - mmengine - INFO - Epoch(train) [8][3640/3757] lr: 5.000e-04 eta: 2:24:02 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 4.7149 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4129 loss: 0.4129 2022/06/14 14:29:54 - mmengine - INFO - Epoch(train) [8][3660/3757] lr: 5.000e-04 eta: 2:23:56 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 6.6690 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7650 loss: 0.7650 2022/06/14 14:30:00 - mmengine - INFO - Epoch(train) [8][3680/3757] lr: 5.000e-04 eta: 2:23:49 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.8372 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5230 loss: 0.5230 2022/06/14 14:30:07 - mmengine - INFO - Epoch(train) [8][3700/3757] lr: 5.000e-04 eta: 2:23:43 time: 0.319 data_time: 0.019 memory: 15235 grad_norm: 3.8652 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7300 loss: 0.7300 2022/06/14 14:30:07 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:30:13 - mmengine - INFO - Epoch(train) [8][3720/3757] lr: 5.000e-04 eta: 2:23:36 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.2447 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7459 loss: 0.7459 2022/06/14 14:30:20 - mmengine - INFO - Epoch(train) [8][3740/3757] lr: 5.000e-04 eta: 2:23:29 time: 0.312 data_time: 0.005 memory: 15235 grad_norm: 5.6523 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9877 loss: 0.9877 2022/06/14 14:30:25 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:30:34 - mmengine - INFO - Epoch(val) [8][20/310] eta: 0:01:47 time: 0.092 data_time: 0.002 memory: 15235 2022/06/14 14:30:39 - mmengine - INFO - Epoch(val) [8][40/310] eta: 0:01:38 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 14:30:44 - mmengine - INFO - Epoch(val) [8][60/310] eta: 0:00:23 time: 0.106 data_time: 0.009 memory: 2470 2022/06/14 14:30:48 - mmengine - INFO - Epoch(val) [8][80/310] eta: 0:00:21 time: 0.095 data_time: 0.002 memory: 2470 2022/06/14 14:30:56 - mmengine - INFO - Epoch(val) [8][100/310] eta: 0:01:17 time: 0.084 data_time: 0.002 memory: 2470 2022/06/14 14:31:00 - mmengine - INFO - Epoch(val) [8][120/310] eta: 0:01:14 time: 0.085 data_time: 0.002 memory: 2470 2022/06/14 14:31:05 - mmengine - INFO - Epoch(val) [8][140/310] eta: 0:00:20 time: 0.095 data_time: 0.003 memory: 2470 2022/06/14 14:31:10 - mmengine - INFO - Epoch(val) [8][160/310] eta: 0:00:14 time: 0.093 data_time: 0.003 memory: 2470 2022/06/14 14:31:17 - mmengine - INFO - Epoch(val) [8][180/310] eta: 0:00:45 time: 0.085 data_time: 0.001 memory: 2470 2022/06/14 14:31:21 - mmengine - INFO - Epoch(val) [8][200/310] eta: 0:00:41 time: 0.090 data_time: 0.001 memory: 2470 2022/06/14 14:31:26 - mmengine - INFO - Epoch(val) [8][220/310] eta: 0:00:15 time: 0.085 data_time: 0.002 memory: 2470 2022/06/14 14:31:31 - mmengine - INFO - Epoch(val) [8][240/310] eta: 0:00:06 time: 0.100 data_time: 0.002 memory: 2470 2022/06/14 14:31:38 - mmengine - INFO - Epoch(val) [8][260/310] eta: 0:00:19 time: 0.107 data_time: 0.003 memory: 2470 2022/06/14 14:31:43 - mmengine - INFO - Epoch(val) [8][280/310] eta: 0:00:12 time: 0.093 data_time: 0.002 memory: 2470 2022/06/14 14:31:46 - mmengine - INFO - Epoch(val) [8][300/310] eta: 0:00:01 time: 0.083 data_time: 0.002 memory: 2470 2022/06/14 14:31:48 - mmengine - INFO - Epoch(val) [8][310/310] acc/top1: 0.7647 acc/top5: 0.9296 acc/mean1: 0.7645 2022/06/14 14:32:00 - mmengine - INFO - Epoch(train) [9][20/3757] lr: 5.000e-04 eta: 2:23:19 time: 0.336 data_time: 0.002 memory: 15235 grad_norm: 4.6185 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5493 loss: 0.5493 2022/06/14 14:32:06 - mmengine - INFO - Epoch(train) [9][40/3757] lr: 5.000e-04 eta: 2:23:13 time: 0.320 data_time: 0.010 memory: 15235 grad_norm: 3.6254 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5567 loss: 0.5567 2022/06/14 14:32:13 - mmengine - INFO - Epoch(train) [9][60/3757] lr: 5.000e-04 eta: 2:23:07 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 4.7402 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6966 loss: 0.6966 2022/06/14 14:32:19 - mmengine - INFO - Epoch(train) [9][80/3757] lr: 5.000e-04 eta: 2:23:00 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 4.8507 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7611 loss: 0.7611 2022/06/14 14:32:26 - mmengine - INFO - Epoch(train) [9][100/3757] lr: 5.000e-04 eta: 2:22:53 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.6182 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6492 loss: 0.6492 2022/06/14 14:32:33 - mmengine - INFO - Epoch(train) [9][120/3757] lr: 5.000e-04 eta: 2:22:47 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 5.3798 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7985 loss: 0.7985 2022/06/14 14:32:39 - mmengine - INFO - Epoch(train) [9][140/3757] lr: 5.000e-04 eta: 2:22:40 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.8753 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5199 loss: 0.5199 2022/06/14 14:32:46 - mmengine - INFO - Epoch(train) [9][160/3757] lr: 5.000e-04 eta: 2:22:34 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 7.0384 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.5554 loss: 0.5554 2022/06/14 14:32:52 - mmengine - INFO - Epoch(train) [9][180/3757] lr: 5.000e-04 eta: 2:22:27 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.8209 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6526 loss: 0.6526 2022/06/14 14:32:59 - mmengine - INFO - Epoch(train) [9][200/3757] lr: 5.000e-04 eta: 2:22:21 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 5.1837 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3983 loss: 0.3983 2022/06/14 14:33:05 - mmengine - INFO - Epoch(train) [9][220/3757] lr: 5.000e-04 eta: 2:22:14 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.2780 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5534 loss: 0.5534 2022/06/14 14:33:12 - mmengine - INFO - Epoch(train) [9][240/3757] lr: 5.000e-04 eta: 2:22:08 time: 0.318 data_time: 0.031 memory: 15235 grad_norm: 4.8009 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5267 loss: 0.5267 2022/06/14 14:33:18 - mmengine - INFO - Epoch(train) [9][260/3757] lr: 5.000e-04 eta: 2:22:01 time: 0.320 data_time: 0.003 memory: 15235 grad_norm: 5.5681 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4104 loss: 0.4104 2022/06/14 14:33:25 - mmengine - INFO - Epoch(train) [9][280/3757] lr: 5.000e-04 eta: 2:21:55 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.7923 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8213 loss: 0.8213 2022/06/14 14:33:32 - mmengine - INFO - Epoch(train) [9][300/3757] lr: 5.000e-04 eta: 2:21:48 time: 0.344 data_time: 0.024 memory: 15235 grad_norm: 5.5837 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8507 loss: 0.8507 2022/06/14 14:33:38 - mmengine - INFO - Epoch(train) [9][320/3757] lr: 5.000e-04 eta: 2:21:41 time: 0.331 data_time: 0.038 memory: 15235 grad_norm: 3.8740 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5409 loss: 0.5409 2022/06/14 14:33:45 - mmengine - INFO - Epoch(train) [9][340/3757] lr: 5.000e-04 eta: 2:21:35 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.5923 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5719 loss: 0.5719 2022/06/14 14:33:51 - mmengine - INFO - Epoch(train) [9][360/3757] lr: 5.000e-04 eta: 2:21:28 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.9660 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4654 loss: 0.4654 2022/06/14 14:33:58 - mmengine - INFO - Epoch(train) [9][380/3757] lr: 5.000e-04 eta: 2:21:22 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.1258 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5006 loss: 0.5006 2022/06/14 14:34:04 - mmengine - INFO - Epoch(train) [9][400/3757] lr: 5.000e-04 eta: 2:21:15 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.6552 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6959 loss: 0.6959 2022/06/14 14:34:11 - mmengine - INFO - Epoch(train) [9][420/3757] lr: 5.000e-04 eta: 2:21:09 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 5.8133 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8135 loss: 0.8135 2022/06/14 14:34:17 - mmengine - INFO - Epoch(train) [9][440/3757] lr: 5.000e-04 eta: 2:21:02 time: 0.324 data_time: 0.005 memory: 15235 grad_norm: 3.8304 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6347 loss: 0.6347 2022/06/14 14:34:24 - mmengine - INFO - Epoch(train) [9][460/3757] lr: 5.000e-04 eta: 2:20:56 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.0921 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5461 loss: 0.5461 2022/06/14 14:34:30 - mmengine - INFO - Epoch(train) [9][480/3757] lr: 5.000e-04 eta: 2:20:49 time: 0.339 data_time: 0.006 memory: 15235 grad_norm: 6.1733 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5710 loss: 0.5710 2022/06/14 14:34:37 - mmengine - INFO - Epoch(train) [9][500/3757] lr: 5.000e-04 eta: 2:20:43 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0139 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5035 loss: 0.5035 2022/06/14 14:34:43 - mmengine - INFO - Epoch(train) [9][520/3757] lr: 5.000e-04 eta: 2:20:36 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.1353 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6397 loss: 0.6397 2022/06/14 14:34:50 - mmengine - INFO - Epoch(train) [9][540/3757] lr: 5.000e-04 eta: 2:20:29 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 6.4155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6459 loss: 0.6459 2022/06/14 14:34:57 - mmengine - INFO - Epoch(train) [9][560/3757] lr: 5.000e-04 eta: 2:20:23 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5384 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7995 loss: 0.7995 2022/06/14 14:35:03 - mmengine - INFO - Epoch(train) [9][580/3757] lr: 5.000e-04 eta: 2:20:16 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.8781 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4811 loss: 0.4811 2022/06/14 14:35:10 - mmengine - INFO - Epoch(train) [9][600/3757] lr: 5.000e-04 eta: 2:20:10 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.1045 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7779 loss: 0.7779 2022/06/14 14:35:16 - mmengine - INFO - Epoch(train) [9][620/3757] lr: 5.000e-04 eta: 2:20:03 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.7657 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7505 loss: 0.7505 2022/06/14 14:35:23 - mmengine - INFO - Epoch(train) [9][640/3757] lr: 5.000e-04 eta: 2:19:57 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.6995 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5787 loss: 0.5787 2022/06/14 14:35:29 - mmengine - INFO - Epoch(train) [9][660/3757] lr: 5.000e-04 eta: 2:19:50 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 4.4093 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4789 loss: 0.4789 2022/06/14 14:35:36 - mmengine - INFO - Epoch(train) [9][680/3757] lr: 5.000e-04 eta: 2:19:44 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.8729 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 0.7581 loss: 0.7581 2022/06/14 14:35:42 - mmengine - INFO - Epoch(train) [9][700/3757] lr: 5.000e-04 eta: 2:19:37 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.0480 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6696 loss: 0.6696 2022/06/14 14:35:49 - mmengine - INFO - Epoch(train) [9][720/3757] lr: 5.000e-04 eta: 2:19:30 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 5.2195 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6939 loss: 0.6939 2022/06/14 14:35:56 - mmengine - INFO - Epoch(train) [9][740/3757] lr: 5.000e-04 eta: 2:19:24 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 5.5079 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6379 loss: 0.6379 2022/06/14 14:36:02 - mmengine - INFO - Epoch(train) [9][760/3757] lr: 5.000e-04 eta: 2:19:17 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 3.9990 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4740 loss: 0.4740 2022/06/14 14:36:09 - mmengine - INFO - Epoch(train) [9][780/3757] lr: 5.000e-04 eta: 2:19:11 time: 0.315 data_time: 0.008 memory: 15235 grad_norm: 4.4332 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8187 loss: 0.8187 2022/06/14 14:36:15 - mmengine - INFO - Epoch(train) [9][800/3757] lr: 5.000e-04 eta: 2:19:04 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.9309 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6871 loss: 0.6871 2022/06/14 14:36:22 - mmengine - INFO - Epoch(train) [9][820/3757] lr: 5.000e-04 eta: 2:18:58 time: 0.353 data_time: 0.028 memory: 15235 grad_norm: 3.8595 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6264 loss: 0.6264 2022/06/14 14:36:28 - mmengine - INFO - Epoch(train) [9][840/3757] lr: 5.000e-04 eta: 2:18:51 time: 0.321 data_time: 0.005 memory: 15235 grad_norm: 5.8524 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7997 loss: 0.7997 2022/06/14 14:36:35 - mmengine - INFO - Epoch(train) [9][860/3757] lr: 5.000e-04 eta: 2:18:45 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.4091 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5369 loss: 0.5369 2022/06/14 14:36:42 - mmengine - INFO - Epoch(train) [9][880/3757] lr: 5.000e-04 eta: 2:18:38 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.7899 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8074 loss: 0.8074 2022/06/14 14:36:48 - mmengine - INFO - Epoch(train) [9][900/3757] lr: 5.000e-04 eta: 2:18:32 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.9300 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6762 loss: 0.6762 2022/06/14 14:36:55 - mmengine - INFO - Epoch(train) [9][920/3757] lr: 5.000e-04 eta: 2:18:25 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 4.7661 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5840 loss: 0.5840 2022/06/14 14:37:01 - mmengine - INFO - Epoch(train) [9][940/3757] lr: 5.000e-04 eta: 2:18:19 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.6006 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6010 loss: 0.6010 2022/06/14 14:37:03 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:37:08 - mmengine - INFO - Epoch(train) [9][960/3757] lr: 5.000e-04 eta: 2:18:12 time: 0.318 data_time: 0.024 memory: 15235 grad_norm: 5.5648 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8008 loss: 0.8008 2022/06/14 14:37:14 - mmengine - INFO - Epoch(train) [9][980/3757] lr: 5.000e-04 eta: 2:18:06 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.8928 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6344 loss: 0.6344 2022/06/14 14:37:21 - mmengine - INFO - Epoch(train) [9][1000/3757] lr: 5.000e-04 eta: 2:17:59 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.6820 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8179 loss: 0.8179 2022/06/14 14:37:27 - mmengine - INFO - Epoch(train) [9][1020/3757] lr: 5.000e-04 eta: 2:17:52 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.3401 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5929 loss: 0.5929 2022/06/14 14:37:34 - mmengine - INFO - Epoch(train) [9][1040/3757] lr: 5.000e-04 eta: 2:17:46 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.0812 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3670 loss: 0.3670 2022/06/14 14:37:40 - mmengine - INFO - Epoch(train) [9][1060/3757] lr: 5.000e-04 eta: 2:17:39 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 4.8871 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8265 loss: 0.8265 2022/06/14 14:37:47 - mmengine - INFO - Epoch(train) [9][1080/3757] lr: 5.000e-04 eta: 2:17:33 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.1168 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9093 loss: 0.9093 2022/06/14 14:37:54 - mmengine - INFO - Epoch(train) [9][1100/3757] lr: 5.000e-04 eta: 2:17:26 time: 0.324 data_time: 0.008 memory: 15235 grad_norm: 4.8575 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6579 loss: 0.6579 2022/06/14 14:38:00 - mmengine - INFO - Epoch(train) [9][1120/3757] lr: 5.000e-04 eta: 2:17:20 time: 0.331 data_time: 0.003 memory: 15235 grad_norm: 5.1251 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6282 loss: 0.6282 2022/06/14 14:38:07 - mmengine - INFO - Epoch(train) [9][1140/3757] lr: 5.000e-04 eta: 2:17:13 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.3887 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5425 loss: 0.5425 2022/06/14 14:38:13 - mmengine - INFO - Epoch(train) [9][1160/3757] lr: 5.000e-04 eta: 2:17:07 time: 0.328 data_time: 0.010 memory: 15235 grad_norm: 4.4471 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5483 loss: 0.5483 2022/06/14 14:38:20 - mmengine - INFO - Epoch(train) [9][1180/3757] lr: 5.000e-04 eta: 2:17:00 time: 0.323 data_time: 0.021 memory: 15235 grad_norm: 5.7270 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7483 loss: 0.7483 2022/06/14 14:38:26 - mmengine - INFO - Epoch(train) [9][1200/3757] lr: 5.000e-04 eta: 2:16:54 time: 0.330 data_time: 0.020 memory: 15235 grad_norm: 5.2742 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5308 loss: 0.5308 2022/06/14 14:38:33 - mmengine - INFO - Epoch(train) [9][1220/3757] lr: 5.000e-04 eta: 2:16:47 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 4.8385 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5530 loss: 0.5530 2022/06/14 14:38:39 - mmengine - INFO - Epoch(train) [9][1240/3757] lr: 5.000e-04 eta: 2:16:41 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.6932 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5352 loss: 0.5352 2022/06/14 14:38:46 - mmengine - INFO - Epoch(train) [9][1260/3757] lr: 5.000e-04 eta: 2:16:34 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 4.5645 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5348 loss: 0.5348 2022/06/14 14:38:52 - mmengine - INFO - Epoch(train) [9][1280/3757] lr: 5.000e-04 eta: 2:16:27 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 5.2354 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7999 loss: 0.7999 2022/06/14 14:38:59 - mmengine - INFO - Epoch(train) [9][1300/3757] lr: 5.000e-04 eta: 2:16:21 time: 0.314 data_time: 0.023 memory: 15235 grad_norm: 5.5478 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6449 loss: 0.6449 2022/06/14 14:39:06 - mmengine - INFO - Epoch(train) [9][1320/3757] lr: 5.000e-04 eta: 2:16:14 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 7.9400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6700 loss: 0.6700 2022/06/14 14:39:12 - mmengine - INFO - Epoch(train) [9][1340/3757] lr: 5.000e-04 eta: 2:16:08 time: 0.332 data_time: 0.010 memory: 15235 grad_norm: 4.7499 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7683 loss: 0.7683 2022/06/14 14:39:19 - mmengine - INFO - Epoch(train) [9][1360/3757] lr: 5.000e-04 eta: 2:16:01 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4515 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7261 loss: 0.7261 2022/06/14 14:39:25 - mmengine - INFO - Epoch(train) [9][1380/3757] lr: 5.000e-04 eta: 2:15:55 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 6.3900 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4563 loss: 0.4563 2022/06/14 14:39:32 - mmengine - INFO - Epoch(train) [9][1400/3757] lr: 5.000e-04 eta: 2:15:48 time: 0.365 data_time: 0.006 memory: 15235 grad_norm: 3.5786 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6989 loss: 0.6989 2022/06/14 14:39:38 - mmengine - INFO - Epoch(train) [9][1420/3757] lr: 5.000e-04 eta: 2:15:41 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.7253 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7536 loss: 0.7536 2022/06/14 14:39:45 - mmengine - INFO - Epoch(train) [9][1440/3757] lr: 5.000e-04 eta: 2:15:35 time: 0.359 data_time: 0.006 memory: 15235 grad_norm: 4.4489 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6595 loss: 0.6595 2022/06/14 14:39:51 - mmengine - INFO - Epoch(train) [9][1460/3757] lr: 5.000e-04 eta: 2:15:28 time: 0.325 data_time: 0.004 memory: 15235 grad_norm: 4.4332 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.5980 loss: 0.5980 2022/06/14 14:39:58 - mmengine - INFO - Epoch(train) [9][1480/3757] lr: 5.000e-04 eta: 2:15:22 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.0899 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5483 loss: 0.5483 2022/06/14 14:40:04 - mmengine - INFO - Epoch(train) [9][1500/3757] lr: 5.000e-04 eta: 2:15:15 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.8370 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5176 loss: 0.5176 2022/06/14 14:40:11 - mmengine - INFO - Epoch(train) [9][1520/3757] lr: 5.000e-04 eta: 2:15:09 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.4293 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6033 loss: 0.6033 2022/06/14 14:40:18 - mmengine - INFO - Epoch(train) [9][1540/3757] lr: 5.000e-04 eta: 2:15:02 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 5.0749 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4899 loss: 0.4899 2022/06/14 14:40:24 - mmengine - INFO - Epoch(train) [9][1560/3757] lr: 5.000e-04 eta: 2:14:56 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4446 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6163 loss: 0.6163 2022/06/14 14:40:31 - mmengine - INFO - Epoch(train) [9][1580/3757] lr: 5.000e-04 eta: 2:14:49 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.5134 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7580 loss: 0.7580 2022/06/14 14:40:37 - mmengine - INFO - Epoch(train) [9][1600/3757] lr: 5.000e-04 eta: 2:14:43 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.7642 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5781 loss: 0.5781 2022/06/14 14:40:44 - mmengine - INFO - Epoch(train) [9][1620/3757] lr: 5.000e-04 eta: 2:14:36 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.0430 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4805 loss: 0.4805 2022/06/14 14:40:50 - mmengine - INFO - Epoch(train) [9][1640/3757] lr: 5.000e-04 eta: 2:14:30 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.2460 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5324 loss: 0.5324 2022/06/14 14:40:57 - mmengine - INFO - Epoch(train) [9][1660/3757] lr: 5.000e-04 eta: 2:14:23 time: 0.325 data_time: 0.013 memory: 15235 grad_norm: 5.0446 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6528 loss: 0.6528 2022/06/14 14:41:03 - mmengine - INFO - Epoch(train) [9][1680/3757] lr: 5.000e-04 eta: 2:14:16 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.4434 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5356 loss: 0.5356 2022/06/14 14:41:10 - mmengine - INFO - Epoch(train) [9][1700/3757] lr: 5.000e-04 eta: 2:14:10 time: 0.318 data_time: 0.006 memory: 15235 grad_norm: 5.8648 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5443 loss: 0.5443 2022/06/14 14:41:16 - mmengine - INFO - Epoch(train) [9][1720/3757] lr: 5.000e-04 eta: 2:14:03 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5781 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9193 loss: 0.9193 2022/06/14 14:41:23 - mmengine - INFO - Epoch(train) [9][1740/3757] lr: 5.000e-04 eta: 2:13:57 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.1026 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5177 loss: 0.5177 2022/06/14 14:41:29 - mmengine - INFO - Epoch(train) [9][1760/3757] lr: 5.000e-04 eta: 2:13:50 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.6577 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7064 loss: 0.7064 2022/06/14 14:41:36 - mmengine - INFO - Epoch(train) [9][1780/3757] lr: 5.000e-04 eta: 2:13:44 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.9776 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6624 loss: 0.6624 2022/06/14 14:41:43 - mmengine - INFO - Epoch(train) [9][1800/3757] lr: 5.000e-04 eta: 2:13:37 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.2005 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5717 loss: 0.5717 2022/06/14 14:41:49 - mmengine - INFO - Epoch(train) [9][1820/3757] lr: 5.000e-04 eta: 2:13:30 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.8056 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7445 loss: 0.7445 2022/06/14 14:41:56 - mmengine - INFO - Epoch(train) [9][1840/3757] lr: 5.000e-04 eta: 2:13:24 time: 0.326 data_time: 0.002 memory: 15235 grad_norm: 5.8539 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6705 loss: 0.6705 2022/06/14 14:42:02 - mmengine - INFO - Epoch(train) [9][1860/3757] lr: 5.000e-04 eta: 2:13:17 time: 0.338 data_time: 0.006 memory: 15235 grad_norm: 5.9257 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7795 loss: 0.7795 2022/06/14 14:42:09 - mmengine - INFO - Epoch(train) [9][1880/3757] lr: 5.000e-04 eta: 2:13:11 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4932 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8061 loss: 0.8061 2022/06/14 14:42:15 - mmengine - INFO - Epoch(train) [9][1900/3757] lr: 5.000e-04 eta: 2:13:04 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.8432 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5451 loss: 0.5451 2022/06/14 14:42:22 - mmengine - INFO - Epoch(train) [9][1920/3757] lr: 5.000e-04 eta: 2:12:58 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.2813 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4477 loss: 0.4477 2022/06/14 14:42:28 - mmengine - INFO - Epoch(train) [9][1940/3757] lr: 5.000e-04 eta: 2:12:51 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.0565 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4737 loss: 0.4737 2022/06/14 14:42:30 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:42:35 - mmengine - INFO - Epoch(train) [9][1960/3757] lr: 5.000e-04 eta: 2:12:45 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.3035 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4644 loss: 0.4644 2022/06/14 14:42:41 - mmengine - INFO - Epoch(train) [9][1980/3757] lr: 5.000e-04 eta: 2:12:38 time: 0.318 data_time: 0.006 memory: 15235 grad_norm: 4.2150 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4599 loss: 0.4599 2022/06/14 14:42:48 - mmengine - INFO - Epoch(train) [9][2000/3757] lr: 5.000e-04 eta: 2:12:32 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.9563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9491 loss: 0.9491 2022/06/14 14:42:55 - mmengine - INFO - Epoch(train) [9][2020/3757] lr: 5.000e-04 eta: 2:12:25 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 5.7407 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7594 loss: 0.7594 2022/06/14 14:43:01 - mmengine - INFO - Epoch(train) [9][2040/3757] lr: 5.000e-04 eta: 2:12:19 time: 0.321 data_time: 0.021 memory: 15235 grad_norm: 5.9834 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6441 loss: 0.6441 2022/06/14 14:43:08 - mmengine - INFO - Epoch(train) [9][2060/3757] lr: 5.000e-04 eta: 2:12:12 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 6.1253 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6779 loss: 0.6779 2022/06/14 14:43:14 - mmengine - INFO - Epoch(train) [9][2080/3757] lr: 5.000e-04 eta: 2:12:06 time: 0.322 data_time: 0.015 memory: 15235 grad_norm: 8.9307 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4706 loss: 0.4706 2022/06/14 14:43:21 - mmengine - INFO - Epoch(train) [9][2100/3757] lr: 5.000e-04 eta: 2:11:59 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 5.8155 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4655 loss: 0.4655 2022/06/14 14:43:27 - mmengine - INFO - Epoch(train) [9][2120/3757] lr: 5.000e-04 eta: 2:11:52 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.0497 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6106 loss: 0.6106 2022/06/14 14:43:34 - mmengine - INFO - Epoch(train) [9][2140/3757] lr: 5.000e-04 eta: 2:11:46 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.1288 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4337 loss: 0.4337 2022/06/14 14:43:40 - mmengine - INFO - Epoch(train) [9][2160/3757] lr: 5.000e-04 eta: 2:11:39 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.8018 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7327 loss: 0.7327 2022/06/14 14:43:47 - mmengine - INFO - Epoch(train) [9][2180/3757] lr: 5.000e-04 eta: 2:11:33 time: 0.322 data_time: 0.012 memory: 15235 grad_norm: 5.2353 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5256 loss: 0.5256 2022/06/14 14:43:54 - mmengine - INFO - Epoch(train) [9][2200/3757] lr: 5.000e-04 eta: 2:11:26 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 5.1269 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4752 loss: 0.4752 2022/06/14 14:44:00 - mmengine - INFO - Epoch(train) [9][2220/3757] lr: 5.000e-04 eta: 2:11:20 time: 0.325 data_time: 0.010 memory: 15235 grad_norm: 4.2043 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6215 loss: 0.6215 2022/06/14 14:44:07 - mmengine - INFO - Epoch(train) [9][2240/3757] lr: 5.000e-04 eta: 2:11:13 time: 0.330 data_time: 0.008 memory: 15235 grad_norm: 5.3537 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4323 loss: 0.4323 2022/06/14 14:44:13 - mmengine - INFO - Epoch(train) [9][2260/3757] lr: 5.000e-04 eta: 2:11:07 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 3.9547 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6029 loss: 0.6029 2022/06/14 14:44:20 - mmengine - INFO - Epoch(train) [9][2280/3757] lr: 5.000e-04 eta: 2:11:00 time: 0.337 data_time: 0.006 memory: 15235 grad_norm: 6.0900 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8806 loss: 0.8806 2022/06/14 14:44:26 - mmengine - INFO - Epoch(train) [9][2300/3757] lr: 5.000e-04 eta: 2:10:54 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0213 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8352 loss: 0.8352 2022/06/14 14:44:33 - mmengine - INFO - Epoch(train) [9][2320/3757] lr: 5.000e-04 eta: 2:10:47 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.3385 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 0.7174 loss: 0.7174 2022/06/14 14:44:39 - mmengine - INFO - Epoch(train) [9][2340/3757] lr: 5.000e-04 eta: 2:10:40 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.4979 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4852 loss: 0.4852 2022/06/14 14:44:46 - mmengine - INFO - Epoch(train) [9][2360/3757] lr: 5.000e-04 eta: 2:10:34 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.8934 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8250 loss: 0.8250 2022/06/14 14:44:53 - mmengine - INFO - Epoch(train) [9][2380/3757] lr: 5.000e-04 eta: 2:10:27 time: 0.366 data_time: 0.007 memory: 15235 grad_norm: 7.3006 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5162 loss: 0.5162 2022/06/14 14:44:59 - mmengine - INFO - Epoch(train) [9][2400/3757] lr: 5.000e-04 eta: 2:10:21 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 6.0480 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6044 loss: 0.6044 2022/06/14 14:45:06 - mmengine - INFO - Epoch(train) [9][2420/3757] lr: 5.000e-04 eta: 2:10:14 time: 0.336 data_time: 0.006 memory: 15235 grad_norm: 5.9697 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7464 loss: 0.7464 2022/06/14 14:45:12 - mmengine - INFO - Epoch(train) [9][2440/3757] lr: 5.000e-04 eta: 2:10:08 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.3557 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.2843 loss: 0.2843 2022/06/14 14:45:19 - mmengine - INFO - Epoch(train) [9][2460/3757] lr: 5.000e-04 eta: 2:10:01 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.6049 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3885 loss: 0.3885 2022/06/14 14:45:25 - mmengine - INFO - Epoch(train) [9][2480/3757] lr: 5.000e-04 eta: 2:09:55 time: 0.322 data_time: 0.004 memory: 15235 grad_norm: 5.2690 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7650 loss: 0.7650 2022/06/14 14:45:32 - mmengine - INFO - Epoch(train) [9][2500/3757] lr: 5.000e-04 eta: 2:09:48 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.1881 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7279 loss: 0.7279 2022/06/14 14:45:38 - mmengine - INFO - Epoch(train) [9][2520/3757] lr: 5.000e-04 eta: 2:09:42 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 5.8686 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4658 loss: 0.4658 2022/06/14 14:45:45 - mmengine - INFO - Epoch(train) [9][2540/3757] lr: 5.000e-04 eta: 2:09:35 time: 0.326 data_time: 0.002 memory: 15235 grad_norm: 4.9298 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6037 loss: 0.6037 2022/06/14 14:45:51 - mmengine - INFO - Epoch(train) [9][2560/3757] lr: 5.000e-04 eta: 2:09:28 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 4.5409 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5843 loss: 0.5843 2022/06/14 14:45:58 - mmengine - INFO - Epoch(train) [9][2580/3757] lr: 5.000e-04 eta: 2:09:22 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.2194 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7254 loss: 0.7254 2022/06/14 14:46:05 - mmengine - INFO - Epoch(train) [9][2600/3757] lr: 5.000e-04 eta: 2:09:15 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.1289 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3466 loss: 0.3466 2022/06/14 14:46:11 - mmengine - INFO - Epoch(train) [9][2620/3757] lr: 5.000e-04 eta: 2:09:09 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.3995 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6639 loss: 0.6639 2022/06/14 14:46:18 - mmengine - INFO - Epoch(train) [9][2640/3757] lr: 5.000e-04 eta: 2:09:02 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9075 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6610 loss: 0.6610 2022/06/14 14:46:24 - mmengine - INFO - Epoch(train) [9][2660/3757] lr: 5.000e-04 eta: 2:08:56 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.6456 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 0.9924 loss: 0.9924 2022/06/14 14:46:31 - mmengine - INFO - Epoch(train) [9][2680/3757] lr: 5.000e-04 eta: 2:08:49 time: 0.314 data_time: 0.008 memory: 15235 grad_norm: 4.6066 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5177 loss: 0.5177 2022/06/14 14:46:37 - mmengine - INFO - Epoch(train) [9][2700/3757] lr: 5.000e-04 eta: 2:08:43 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 7.1087 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6811 loss: 0.6811 2022/06/14 14:46:44 - mmengine - INFO - Epoch(train) [9][2720/3757] lr: 5.000e-04 eta: 2:08:36 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 3.4321 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5543 loss: 0.5543 2022/06/14 14:46:51 - mmengine - INFO - Epoch(train) [9][2740/3757] lr: 5.000e-04 eta: 2:08:30 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.6081 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4431 loss: 0.4431 2022/06/14 14:46:57 - mmengine - INFO - Epoch(train) [9][2760/3757] lr: 5.000e-04 eta: 2:08:23 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.5845 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6836 loss: 0.6836 2022/06/14 14:47:04 - mmengine - INFO - Epoch(train) [9][2780/3757] lr: 5.000e-04 eta: 2:08:17 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.0832 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6319 loss: 0.6319 2022/06/14 14:47:10 - mmengine - INFO - Epoch(train) [9][2800/3757] lr: 5.000e-04 eta: 2:08:10 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 4.3319 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6011 loss: 0.6011 2022/06/14 14:47:17 - mmengine - INFO - Epoch(train) [9][2820/3757] lr: 5.000e-04 eta: 2:08:03 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.0582 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5917 loss: 0.5917 2022/06/14 14:47:23 - mmengine - INFO - Epoch(train) [9][2840/3757] lr: 5.000e-04 eta: 2:07:57 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.2416 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6313 loss: 0.6313 2022/06/14 14:47:30 - mmengine - INFO - Epoch(train) [9][2860/3757] lr: 5.000e-04 eta: 2:07:50 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.8868 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6563 loss: 0.6563 2022/06/14 14:47:36 - mmengine - INFO - Epoch(train) [9][2880/3757] lr: 5.000e-04 eta: 2:07:44 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 7.8455 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7062 loss: 0.7062 2022/06/14 14:47:43 - mmengine - INFO - Epoch(train) [9][2900/3757] lr: 5.000e-04 eta: 2:07:37 time: 0.327 data_time: 0.003 memory: 15235 grad_norm: 5.1339 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0169 loss: 1.0169 2022/06/14 14:47:50 - mmengine - INFO - Epoch(train) [9][2920/3757] lr: 5.000e-04 eta: 2:07:31 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.2091 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5846 loss: 0.5846 2022/06/14 14:47:56 - mmengine - INFO - Epoch(train) [9][2940/3757] lr: 5.000e-04 eta: 2:07:24 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 5.5552 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7630 loss: 0.7630 2022/06/14 14:47:57 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:48:03 - mmengine - INFO - Epoch(train) [9][2960/3757] lr: 5.000e-04 eta: 2:07:18 time: 0.335 data_time: 0.007 memory: 15235 grad_norm: 6.0992 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6984 loss: 0.6984 2022/06/14 14:48:09 - mmengine - INFO - Epoch(train) [9][2980/3757] lr: 5.000e-04 eta: 2:07:11 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 3.9204 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4226 loss: 0.4226 2022/06/14 14:48:16 - mmengine - INFO - Epoch(train) [9][3000/3757] lr: 5.000e-04 eta: 2:07:05 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.2537 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5888 loss: 0.5888 2022/06/14 14:48:22 - mmengine - INFO - Epoch(train) [9][3020/3757] lr: 5.000e-04 eta: 2:06:58 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.9694 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5287 loss: 0.5287 2022/06/14 14:48:29 - mmengine - INFO - Epoch(train) [9][3040/3757] lr: 5.000e-04 eta: 2:06:51 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.3095 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6649 loss: 0.6649 2022/06/14 14:48:35 - mmengine - INFO - Epoch(train) [9][3060/3757] lr: 5.000e-04 eta: 2:06:45 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.6178 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7712 loss: 0.7712 2022/06/14 14:48:42 - mmengine - INFO - Epoch(train) [9][3080/3757] lr: 5.000e-04 eta: 2:06:38 time: 0.323 data_time: 0.022 memory: 15235 grad_norm: 5.7554 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5683 loss: 0.5683 2022/06/14 14:48:48 - mmengine - INFO - Epoch(train) [9][3100/3757] lr: 5.000e-04 eta: 2:06:32 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 5.8000 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6698 loss: 0.6698 2022/06/14 14:48:55 - mmengine - INFO - Epoch(train) [9][3120/3757] lr: 5.000e-04 eta: 2:06:25 time: 0.321 data_time: 0.010 memory: 15235 grad_norm: 5.2720 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6028 loss: 0.6028 2022/06/14 14:49:01 - mmengine - INFO - Epoch(train) [9][3140/3757] lr: 5.000e-04 eta: 2:06:19 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.9698 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4890 loss: 0.4890 2022/06/14 14:49:08 - mmengine - INFO - Epoch(train) [9][3160/3757] lr: 5.000e-04 eta: 2:06:12 time: 0.315 data_time: 0.014 memory: 15235 grad_norm: 3.9697 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5591 loss: 0.5591 2022/06/14 14:49:15 - mmengine - INFO - Epoch(train) [9][3180/3757] lr: 5.000e-04 eta: 2:06:06 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 6.3441 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8026 loss: 0.8026 2022/06/14 14:49:21 - mmengine - INFO - Epoch(train) [9][3200/3757] lr: 5.000e-04 eta: 2:05:59 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.9745 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5504 loss: 0.5504 2022/06/14 14:49:28 - mmengine - INFO - Epoch(train) [9][3220/3757] lr: 5.000e-04 eta: 2:05:52 time: 0.315 data_time: 0.008 memory: 15235 grad_norm: 6.0370 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3935 loss: 0.3935 2022/06/14 14:49:34 - mmengine - INFO - Epoch(train) [9][3240/3757] lr: 5.000e-04 eta: 2:05:46 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.2867 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5254 loss: 0.5254 2022/06/14 14:49:41 - mmengine - INFO - Epoch(train) [9][3260/3757] lr: 5.000e-04 eta: 2:05:39 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 4.1484 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5411 loss: 0.5411 2022/06/14 14:49:47 - mmengine - INFO - Epoch(train) [9][3280/3757] lr: 5.000e-04 eta: 2:05:33 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.8429 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7667 loss: 0.7667 2022/06/14 14:49:54 - mmengine - INFO - Epoch(train) [9][3300/3757] lr: 5.000e-04 eta: 2:05:26 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.1465 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7417 loss: 0.7417 2022/06/14 14:50:00 - mmengine - INFO - Epoch(train) [9][3320/3757] lr: 5.000e-04 eta: 2:05:20 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0100 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7276 loss: 0.7276 2022/06/14 14:50:07 - mmengine - INFO - Epoch(train) [9][3340/3757] lr: 5.000e-04 eta: 2:05:13 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 4.2583 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5408 loss: 0.5408 2022/06/14 14:50:13 - mmengine - INFO - Epoch(train) [9][3360/3757] lr: 5.000e-04 eta: 2:05:07 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 4.9207 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5140 loss: 0.5140 2022/06/14 14:50:20 - mmengine - INFO - Epoch(train) [9][3380/3757] lr: 5.000e-04 eta: 2:05:00 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.8612 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4773 loss: 0.4773 2022/06/14 14:50:27 - mmengine - INFO - Epoch(train) [9][3400/3757] lr: 5.000e-04 eta: 2:04:54 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.0209 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4317 loss: 0.4317 2022/06/14 14:50:33 - mmengine - INFO - Epoch(train) [9][3420/3757] lr: 5.000e-04 eta: 2:04:47 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.2596 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5788 loss: 0.5788 2022/06/14 14:50:40 - mmengine - INFO - Epoch(train) [9][3440/3757] lr: 5.000e-04 eta: 2:04:40 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.0590 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5005 loss: 0.5005 2022/06/14 14:50:46 - mmengine - INFO - Epoch(train) [9][3460/3757] lr: 5.000e-04 eta: 2:04:34 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.4789 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4563 loss: 0.4563 2022/06/14 14:50:53 - mmengine - INFO - Epoch(train) [9][3480/3757] lr: 5.000e-04 eta: 2:04:27 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.2485 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6984 loss: 0.6984 2022/06/14 14:50:59 - mmengine - INFO - Epoch(train) [9][3500/3757] lr: 5.000e-04 eta: 2:04:21 time: 0.326 data_time: 0.004 memory: 15235 grad_norm: 4.2612 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5786 loss: 0.5786 2022/06/14 14:51:06 - mmengine - INFO - Epoch(train) [9][3520/3757] lr: 5.000e-04 eta: 2:04:14 time: 0.332 data_time: 0.008 memory: 15235 grad_norm: 4.7842 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4844 loss: 0.4844 2022/06/14 14:51:12 - mmengine - INFO - Epoch(train) [9][3540/3757] lr: 5.000e-04 eta: 2:04:08 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 6.7377 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4709 loss: 0.4709 2022/06/14 14:51:19 - mmengine - INFO - Epoch(train) [9][3560/3757] lr: 5.000e-04 eta: 2:04:01 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.3694 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8656 loss: 0.8656 2022/06/14 14:51:25 - mmengine - INFO - Epoch(train) [9][3580/3757] lr: 5.000e-04 eta: 2:03:55 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.2892 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6970 loss: 0.6970 2022/06/14 14:51:32 - mmengine - INFO - Epoch(train) [9][3600/3757] lr: 5.000e-04 eta: 2:03:48 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.4856 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5742 loss: 0.5742 2022/06/14 14:51:38 - mmengine - INFO - Epoch(train) [9][3620/3757] lr: 5.000e-04 eta: 2:03:41 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 7.0404 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7372 loss: 0.7372 2022/06/14 14:51:45 - mmengine - INFO - Epoch(train) [9][3640/3757] lr: 5.000e-04 eta: 2:03:35 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 4.8576 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9492 loss: 0.9492 2022/06/14 14:51:51 - mmengine - INFO - Epoch(train) [9][3660/3757] lr: 5.000e-04 eta: 2:03:28 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.2012 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7242 loss: 0.7242 2022/06/14 14:51:58 - mmengine - INFO - Epoch(train) [9][3680/3757] lr: 5.000e-04 eta: 2:03:22 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.1458 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7656 loss: 0.7656 2022/06/14 14:52:05 - mmengine - INFO - Epoch(train) [9][3700/3757] lr: 5.000e-04 eta: 2:03:15 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 3.9340 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3997 loss: 0.3997 2022/06/14 14:52:11 - mmengine - INFO - Epoch(train) [9][3720/3757] lr: 5.000e-04 eta: 2:03:09 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.4274 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7096 loss: 0.7096 2022/06/14 14:52:17 - mmengine - INFO - Epoch(train) [9][3740/3757] lr: 5.000e-04 eta: 2:03:02 time: 0.312 data_time: 0.006 memory: 15235 grad_norm: 5.7408 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6132 loss: 0.6132 2022/06/14 14:52:23 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:52:32 - mmengine - INFO - Epoch(val) [9][20/310] eta: 0:01:47 time: 0.096 data_time: 0.002 memory: 15235 2022/06/14 14:52:36 - mmengine - INFO - Epoch(val) [9][40/310] eta: 0:01:33 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 14:52:41 - mmengine - INFO - Epoch(val) [9][60/310] eta: 0:00:26 time: 0.095 data_time: 0.002 memory: 2470 2022/06/14 14:52:45 - mmengine - INFO - Epoch(val) [9][80/310] eta: 0:00:21 time: 0.093 data_time: 0.002 memory: 2470 2022/06/14 14:52:52 - mmengine - INFO - Epoch(val) [9][100/310] eta: 0:01:13 time: 0.086 data_time: 0.002 memory: 2470 2022/06/14 14:52:57 - mmengine - INFO - Epoch(val) [9][120/310] eta: 0:01:12 time: 0.093 data_time: 0.008 memory: 2470 2022/06/14 14:53:02 - mmengine - INFO - Epoch(val) [9][140/310] eta: 0:00:19 time: 0.108 data_time: 0.013 memory: 2470 2022/06/14 14:53:06 - mmengine - INFO - Epoch(val) [9][160/310] eta: 0:00:15 time: 0.097 data_time: 0.008 memory: 2470 2022/06/14 14:53:13 - mmengine - INFO - Epoch(val) [9][180/310] eta: 0:00:45 time: 0.094 data_time: 0.001 memory: 2470 2022/06/14 14:53:18 - mmengine - INFO - Epoch(val) [9][200/310] eta: 0:00:40 time: 0.092 data_time: 0.003 memory: 2470 2022/06/14 14:53:23 - mmengine - INFO - Epoch(val) [9][220/310] eta: 0:00:08 time: 0.127 data_time: 0.005 memory: 2470 2022/06/14 14:53:28 - mmengine - INFO - Epoch(val) [9][240/310] eta: 0:00:06 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 14:53:35 - mmengine - INFO - Epoch(val) [9][260/310] eta: 0:00:17 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 14:53:40 - mmengine - INFO - Epoch(val) [9][280/310] eta: 0:00:12 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 14:53:44 - mmengine - INFO - Epoch(val) [9][300/310] eta: 0:00:00 time: 0.087 data_time: 0.002 memory: 2470 2022/06/14 14:53:47 - mmengine - INFO - Epoch(val) [9][310/310] acc/top1: 0.7663 acc/top5: 0.9291 acc/mean1: 0.7662 2022/06/14 14:53:58 - mmengine - INFO - Epoch(train) [10][20/3757] lr: 5.000e-04 eta: 2:02:51 time: 0.359 data_time: 0.003 memory: 15235 grad_norm: 5.4272 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7895 loss: 0.7895 2022/06/14 14:54:05 - mmengine - INFO - Epoch(train) [10][40/3757] lr: 5.000e-04 eta: 2:02:45 time: 0.320 data_time: 0.009 memory: 15235 grad_norm: 5.1123 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8590 loss: 0.8590 2022/06/14 14:54:11 - mmengine - INFO - Epoch(train) [10][60/3757] lr: 5.000e-04 eta: 2:02:38 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 4.4849 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4018 loss: 0.4018 2022/06/14 14:54:18 - mmengine - INFO - Epoch(train) [10][80/3757] lr: 5.000e-04 eta: 2:02:32 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 4.6521 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4018 loss: 0.4018 2022/06/14 14:54:24 - mmengine - INFO - Epoch(train) [10][100/3757] lr: 5.000e-04 eta: 2:02:25 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 6.0940 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5396 loss: 0.5396 2022/06/14 14:54:31 - mmengine - INFO - Epoch(train) [10][120/3757] lr: 5.000e-04 eta: 2:02:19 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2221 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5901 loss: 0.5901 2022/06/14 14:54:37 - mmengine - INFO - Epoch(train) [10][140/3757] lr: 5.000e-04 eta: 2:02:12 time: 0.330 data_time: 0.008 memory: 15235 grad_norm: 4.3919 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6756 loss: 0.6756 2022/06/14 14:54:44 - mmengine - INFO - Epoch(train) [10][160/3757] lr: 5.000e-04 eta: 2:02:05 time: 0.322 data_time: 0.021 memory: 15235 grad_norm: 3.9799 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5079 loss: 0.5079 2022/06/14 14:54:50 - mmengine - INFO - Epoch(train) [10][180/3757] lr: 5.000e-04 eta: 2:01:59 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.7774 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4616 loss: 0.4616 2022/06/14 14:54:53 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 14:54:57 - mmengine - INFO - Epoch(train) [10][200/3757] lr: 5.000e-04 eta: 2:01:52 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 5.2047 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3657 loss: 0.3657 2022/06/14 14:55:03 - mmengine - INFO - Epoch(train) [10][220/3757] lr: 5.000e-04 eta: 2:01:46 time: 0.363 data_time: 0.007 memory: 15235 grad_norm: 5.7021 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9084 loss: 0.9084 2022/06/14 14:55:10 - mmengine - INFO - Epoch(train) [10][240/3757] lr: 5.000e-04 eta: 2:01:39 time: 0.321 data_time: 0.010 memory: 15235 grad_norm: 4.0893 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5001 loss: 0.5001 2022/06/14 14:55:17 - mmengine - INFO - Epoch(train) [10][260/3757] lr: 5.000e-04 eta: 2:01:33 time: 0.326 data_time: 0.016 memory: 15235 grad_norm: 5.0012 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7776 loss: 0.7776 2022/06/14 14:55:23 - mmengine - INFO - Epoch(train) [10][280/3757] lr: 5.000e-04 eta: 2:01:26 time: 0.324 data_time: 0.011 memory: 15235 grad_norm: 5.0638 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7849 loss: 0.7849 2022/06/14 14:55:30 - mmengine - INFO - Epoch(train) [10][300/3757] lr: 5.000e-04 eta: 2:01:20 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 5.4698 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5320 loss: 0.5320 2022/06/14 14:55:36 - mmengine - INFO - Epoch(train) [10][320/3757] lr: 5.000e-04 eta: 2:01:13 time: 0.320 data_time: 0.003 memory: 15235 grad_norm: 5.4815 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5381 loss: 0.5381 2022/06/14 14:55:43 - mmengine - INFO - Epoch(train) [10][340/3757] lr: 5.000e-04 eta: 2:01:06 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.6679 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4787 loss: 0.4787 2022/06/14 14:55:49 - mmengine - INFO - Epoch(train) [10][360/3757] lr: 5.000e-04 eta: 2:01:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.5287 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5988 loss: 0.5988 2022/06/14 14:55:56 - mmengine - INFO - Epoch(train) [10][380/3757] lr: 5.000e-04 eta: 2:00:53 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.1901 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7794 loss: 0.7794 2022/06/14 14:56:02 - mmengine - INFO - Epoch(train) [10][400/3757] lr: 5.000e-04 eta: 2:00:47 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.5736 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4912 loss: 0.4912 2022/06/14 14:56:09 - mmengine - INFO - Epoch(train) [10][420/3757] lr: 5.000e-04 eta: 2:00:40 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.6463 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5997 loss: 0.5997 2022/06/14 14:56:15 - mmengine - INFO - Epoch(train) [10][440/3757] lr: 5.000e-04 eta: 2:00:34 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 5.1227 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6483 loss: 0.6483 2022/06/14 14:56:22 - mmengine - INFO - Epoch(train) [10][460/3757] lr: 5.000e-04 eta: 2:00:27 time: 0.338 data_time: 0.006 memory: 15235 grad_norm: 5.4732 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6418 loss: 0.6418 2022/06/14 14:56:28 - mmengine - INFO - Epoch(train) [10][480/3757] lr: 5.000e-04 eta: 2:00:21 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.6581 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7240 loss: 0.7240 2022/06/14 14:56:35 - mmengine - INFO - Epoch(train) [10][500/3757] lr: 5.000e-04 eta: 2:00:14 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.1930 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6173 loss: 0.6173 2022/06/14 14:56:42 - mmengine - INFO - Epoch(train) [10][520/3757] lr: 5.000e-04 eta: 2:00:07 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 5.2945 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7444 loss: 0.7444 2022/06/14 14:56:48 - mmengine - INFO - Epoch(train) [10][540/3757] lr: 5.000e-04 eta: 2:00:01 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.2139 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5373 loss: 0.5373 2022/06/14 14:56:55 - mmengine - INFO - Epoch(train) [10][560/3757] lr: 5.000e-04 eta: 1:59:54 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 5.0533 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7431 loss: 0.7431 2022/06/14 14:57:01 - mmengine - INFO - Epoch(train) [10][580/3757] lr: 5.000e-04 eta: 1:59:48 time: 0.327 data_time: 0.012 memory: 15235 grad_norm: 3.6996 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5487 loss: 0.5487 2022/06/14 14:57:08 - mmengine - INFO - Epoch(train) [10][600/3757] lr: 5.000e-04 eta: 1:59:41 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 3.5694 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7500 loss: 0.7500 2022/06/14 14:57:15 - mmengine - INFO - Epoch(train) [10][620/3757] lr: 5.000e-04 eta: 1:59:35 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.4824 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5972 loss: 0.5972 2022/06/14 14:57:21 - mmengine - INFO - Epoch(train) [10][640/3757] lr: 5.000e-04 eta: 1:59:28 time: 0.332 data_time: 0.003 memory: 15235 grad_norm: 6.2568 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7603 loss: 0.7603 2022/06/14 14:57:28 - mmengine - INFO - Epoch(train) [10][660/3757] lr: 5.000e-04 eta: 1:59:22 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.0384 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4308 loss: 0.4308 2022/06/14 14:57:34 - mmengine - INFO - Epoch(train) [10][680/3757] lr: 5.000e-04 eta: 1:59:15 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.5755 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6704 loss: 0.6704 2022/06/14 14:57:41 - mmengine - INFO - Epoch(train) [10][700/3757] lr: 5.000e-04 eta: 1:59:09 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.4356 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4865 loss: 0.4865 2022/06/14 14:57:47 - mmengine - INFO - Epoch(train) [10][720/3757] lr: 5.000e-04 eta: 1:59:02 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.6367 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7169 loss: 0.7169 2022/06/14 14:57:54 - mmengine - INFO - Epoch(train) [10][740/3757] lr: 5.000e-04 eta: 1:58:56 time: 0.343 data_time: 0.017 memory: 15235 grad_norm: 5.7188 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4279 loss: 0.4279 2022/06/14 14:58:00 - mmengine - INFO - Epoch(train) [10][760/3757] lr: 5.000e-04 eta: 1:58:49 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 3.6745 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6645 loss: 0.6645 2022/06/14 14:58:07 - mmengine - INFO - Epoch(train) [10][780/3757] lr: 5.000e-04 eta: 1:58:43 time: 0.321 data_time: 0.021 memory: 15235 grad_norm: 4.5082 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5017 loss: 0.5017 2022/06/14 14:58:13 - mmengine - INFO - Epoch(train) [10][800/3757] lr: 5.000e-04 eta: 1:58:36 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.8332 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6673 loss: 0.6673 2022/06/14 14:58:20 - mmengine - INFO - Epoch(train) [10][820/3757] lr: 5.000e-04 eta: 1:58:29 time: 0.325 data_time: 0.022 memory: 15235 grad_norm: 8.3456 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6126 loss: 0.6126 2022/06/14 14:58:27 - mmengine - INFO - Epoch(train) [10][840/3757] lr: 5.000e-04 eta: 1:58:23 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8127 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5955 loss: 0.5955 2022/06/14 14:58:33 - mmengine - INFO - Epoch(train) [10][860/3757] lr: 5.000e-04 eta: 1:58:16 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.4452 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6452 loss: 0.6452 2022/06/14 14:58:40 - mmengine - INFO - Epoch(train) [10][880/3757] lr: 5.000e-04 eta: 1:58:10 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.1173 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7434 loss: 0.7434 2022/06/14 14:58:46 - mmengine - INFO - Epoch(train) [10][900/3757] lr: 5.000e-04 eta: 1:58:03 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.8698 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6211 loss: 0.6211 2022/06/14 14:58:53 - mmengine - INFO - Epoch(train) [10][920/3757] lr: 5.000e-04 eta: 1:57:57 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2899 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6902 loss: 0.6902 2022/06/14 14:58:59 - mmengine - INFO - Epoch(train) [10][940/3757] lr: 5.000e-04 eta: 1:57:50 time: 0.333 data_time: 0.009 memory: 15235 grad_norm: 6.0801 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6547 loss: 0.6547 2022/06/14 14:59:06 - mmengine - INFO - Epoch(train) [10][960/3757] lr: 5.000e-04 eta: 1:57:44 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.1524 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1431 loss: 1.1431 2022/06/14 14:59:12 - mmengine - INFO - Epoch(train) [10][980/3757] lr: 5.000e-04 eta: 1:57:37 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.3117 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4875 loss: 0.4875 2022/06/14 14:59:19 - mmengine - INFO - Epoch(train) [10][1000/3757] lr: 5.000e-04 eta: 1:57:31 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.7598 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4257 loss: 0.4257 2022/06/14 14:59:26 - mmengine - INFO - Epoch(train) [10][1020/3757] lr: 5.000e-04 eta: 1:57:24 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.3516 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4987 loss: 0.4987 2022/06/14 14:59:32 - mmengine - INFO - Epoch(train) [10][1040/3757] lr: 5.000e-04 eta: 1:57:18 time: 0.324 data_time: 0.032 memory: 15235 grad_norm: 4.3933 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5200 loss: 0.5200 2022/06/14 14:59:39 - mmengine - INFO - Epoch(train) [10][1060/3757] lr: 5.000e-04 eta: 1:57:11 time: 0.313 data_time: 0.008 memory: 15235 grad_norm: 4.7228 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6637 loss: 0.6637 2022/06/14 14:59:45 - mmengine - INFO - Epoch(train) [10][1080/3757] lr: 5.000e-04 eta: 1:57:04 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 6.3017 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6666 loss: 0.6666 2022/06/14 14:59:52 - mmengine - INFO - Epoch(train) [10][1100/3757] lr: 5.000e-04 eta: 1:56:58 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.8487 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4536 loss: 0.4536 2022/06/14 14:59:58 - mmengine - INFO - Epoch(train) [10][1120/3757] lr: 5.000e-04 eta: 1:56:51 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9237 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5065 loss: 0.5065 2022/06/14 15:00:05 - mmengine - INFO - Epoch(train) [10][1140/3757] lr: 5.000e-04 eta: 1:56:45 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4668 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4522 loss: 0.4522 2022/06/14 15:00:12 - mmengine - INFO - Epoch(train) [10][1160/3757] lr: 5.000e-04 eta: 1:56:38 time: 0.326 data_time: 0.010 memory: 15235 grad_norm: 5.5945 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.6923 loss: 0.6923 2022/06/14 15:00:18 - mmengine - INFO - Epoch(train) [10][1180/3757] lr: 5.000e-04 eta: 1:56:32 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.5224 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3862 loss: 0.3862 2022/06/14 15:00:20 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:00:25 - mmengine - INFO - Epoch(train) [10][1200/3757] lr: 5.000e-04 eta: 1:56:25 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.3443 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4952 loss: 0.4952 2022/06/14 15:00:31 - mmengine - INFO - Epoch(train) [10][1220/3757] lr: 5.000e-04 eta: 1:56:19 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.5628 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4367 loss: 0.4367 2022/06/14 15:00:38 - mmengine - INFO - Epoch(train) [10][1240/3757] lr: 5.000e-04 eta: 1:56:12 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.1541 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.3842 loss: 0.3842 2022/06/14 15:00:44 - mmengine - INFO - Epoch(train) [10][1260/3757] lr: 5.000e-04 eta: 1:56:06 time: 0.345 data_time: 0.022 memory: 15235 grad_norm: 5.8928 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.3992 loss: 0.3992 2022/06/14 15:00:51 - mmengine - INFO - Epoch(train) [10][1280/3757] lr: 5.000e-04 eta: 1:55:59 time: 0.325 data_time: 0.026 memory: 15235 grad_norm: 5.9135 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7388 loss: 0.7388 2022/06/14 15:00:57 - mmengine - INFO - Epoch(train) [10][1300/3757] lr: 5.000e-04 eta: 1:55:52 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 5.8346 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6230 loss: 0.6230 2022/06/14 15:01:04 - mmengine - INFO - Epoch(train) [10][1320/3757] lr: 5.000e-04 eta: 1:55:46 time: 0.339 data_time: 0.006 memory: 15235 grad_norm: 6.8134 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6897 loss: 0.6897 2022/06/14 15:01:10 - mmengine - INFO - Epoch(train) [10][1340/3757] lr: 5.000e-04 eta: 1:55:39 time: 0.327 data_time: 0.003 memory: 15235 grad_norm: 4.7609 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3440 loss: 0.3440 2022/06/14 15:01:17 - mmengine - INFO - Epoch(train) [10][1360/3757] lr: 5.000e-04 eta: 1:55:33 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 5.4900 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4867 loss: 0.4867 2022/06/14 15:01:24 - mmengine - INFO - Epoch(train) [10][1380/3757] lr: 5.000e-04 eta: 1:55:26 time: 0.335 data_time: 0.008 memory: 15235 grad_norm: 5.1899 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3393 loss: 0.3393 2022/06/14 15:01:30 - mmengine - INFO - Epoch(train) [10][1400/3757] lr: 5.000e-04 eta: 1:55:20 time: 0.320 data_time: 0.003 memory: 15235 grad_norm: 4.6591 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6897 loss: 0.6897 2022/06/14 15:01:37 - mmengine - INFO - Epoch(train) [10][1420/3757] lr: 5.000e-04 eta: 1:55:13 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 4.6698 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5581 loss: 0.5581 2022/06/14 15:01:43 - mmengine - INFO - Epoch(train) [10][1440/3757] lr: 5.000e-04 eta: 1:55:07 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.5313 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8133 loss: 0.8133 2022/06/14 15:01:50 - mmengine - INFO - Epoch(train) [10][1460/3757] lr: 5.000e-04 eta: 1:55:00 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 5.8196 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5651 loss: 0.5651 2022/06/14 15:01:57 - mmengine - INFO - Epoch(train) [10][1480/3757] lr: 5.000e-04 eta: 1:54:54 time: 0.334 data_time: 0.007 memory: 15235 grad_norm: 5.4918 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5557 loss: 0.5557 2022/06/14 15:02:03 - mmengine - INFO - Epoch(train) [10][1500/3757] lr: 5.000e-04 eta: 1:54:47 time: 0.320 data_time: 0.014 memory: 15235 grad_norm: 5.0235 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8156 loss: 0.8156 2022/06/14 15:02:10 - mmengine - INFO - Epoch(train) [10][1520/3757] lr: 5.000e-04 eta: 1:54:41 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7499 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5236 loss: 0.5236 2022/06/14 15:02:16 - mmengine - INFO - Epoch(train) [10][1540/3757] lr: 5.000e-04 eta: 1:54:34 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.4369 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5423 loss: 0.5423 2022/06/14 15:02:23 - mmengine - INFO - Epoch(train) [10][1560/3757] lr: 5.000e-04 eta: 1:54:27 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.1257 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6901 loss: 0.6901 2022/06/14 15:02:29 - mmengine - INFO - Epoch(train) [10][1580/3757] lr: 5.000e-04 eta: 1:54:21 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 4.8370 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4121 loss: 0.4121 2022/06/14 15:02:36 - mmengine - INFO - Epoch(train) [10][1600/3757] lr: 5.000e-04 eta: 1:54:14 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 6.5236 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8332 loss: 0.8332 2022/06/14 15:02:43 - mmengine - INFO - Epoch(train) [10][1620/3757] lr: 5.000e-04 eta: 1:54:08 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.8156 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7433 loss: 0.7433 2022/06/14 15:02:49 - mmengine - INFO - Epoch(train) [10][1640/3757] lr: 5.000e-04 eta: 1:54:01 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.2063 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5364 loss: 0.5364 2022/06/14 15:02:56 - mmengine - INFO - Epoch(train) [10][1660/3757] lr: 5.000e-04 eta: 1:53:55 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.6407 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8306 loss: 0.8306 2022/06/14 15:03:02 - mmengine - INFO - Epoch(train) [10][1680/3757] lr: 5.000e-04 eta: 1:53:48 time: 0.323 data_time: 0.011 memory: 15235 grad_norm: 6.2839 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5875 loss: 0.5875 2022/06/14 15:03:09 - mmengine - INFO - Epoch(train) [10][1700/3757] lr: 5.000e-04 eta: 1:53:42 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.1632 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8091 loss: 0.8091 2022/06/14 15:03:15 - mmengine - INFO - Epoch(train) [10][1720/3757] lr: 5.000e-04 eta: 1:53:35 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.7840 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5445 loss: 0.5445 2022/06/14 15:03:22 - mmengine - INFO - Epoch(train) [10][1740/3757] lr: 5.000e-04 eta: 1:53:29 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.4661 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6091 loss: 0.6091 2022/06/14 15:03:28 - mmengine - INFO - Epoch(train) [10][1760/3757] lr: 5.000e-04 eta: 1:53:22 time: 0.315 data_time: 0.013 memory: 15235 grad_norm: 4.8378 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6669 loss: 0.6669 2022/06/14 15:03:35 - mmengine - INFO - Epoch(train) [10][1780/3757] lr: 5.000e-04 eta: 1:53:15 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.5303 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7881 loss: 0.7881 2022/06/14 15:03:41 - mmengine - INFO - Epoch(train) [10][1800/3757] lr: 5.000e-04 eta: 1:53:09 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.5757 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8204 loss: 0.8204 2022/06/14 15:03:48 - mmengine - INFO - Epoch(train) [10][1820/3757] lr: 5.000e-04 eta: 1:53:02 time: 0.324 data_time: 0.008 memory: 15235 grad_norm: 5.1395 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.2938 loss: 0.2938 2022/06/14 15:03:54 - mmengine - INFO - Epoch(train) [10][1840/3757] lr: 5.000e-04 eta: 1:52:56 time: 0.338 data_time: 0.005 memory: 15235 grad_norm: 5.2891 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5010 loss: 0.5010 2022/06/14 15:04:01 - mmengine - INFO - Epoch(train) [10][1860/3757] lr: 5.000e-04 eta: 1:52:49 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0011 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7966 loss: 0.7966 2022/06/14 15:04:07 - mmengine - INFO - Epoch(train) [10][1880/3757] lr: 5.000e-04 eta: 1:52:43 time: 0.327 data_time: 0.002 memory: 15235 grad_norm: 5.4512 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8403 loss: 0.8403 2022/06/14 15:04:14 - mmengine - INFO - Epoch(train) [10][1900/3757] lr: 5.000e-04 eta: 1:52:36 time: 0.326 data_time: 0.010 memory: 15235 grad_norm: 5.0320 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4787 loss: 0.4787 2022/06/14 15:04:20 - mmengine - INFO - Epoch(train) [10][1920/3757] lr: 5.000e-04 eta: 1:52:30 time: 0.322 data_time: 0.031 memory: 15235 grad_norm: 4.9351 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6265 loss: 0.6265 2022/06/14 15:04:27 - mmengine - INFO - Epoch(train) [10][1940/3757] lr: 5.000e-04 eta: 1:52:23 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 5.2775 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8139 loss: 0.8139 2022/06/14 15:04:34 - mmengine - INFO - Epoch(train) [10][1960/3757] lr: 5.000e-04 eta: 1:52:16 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.6277 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6923 loss: 0.6923 2022/06/14 15:04:40 - mmengine - INFO - Epoch(train) [10][1980/3757] lr: 5.000e-04 eta: 1:52:10 time: 0.336 data_time: 0.006 memory: 15235 grad_norm: 5.4775 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4991 loss: 0.4991 2022/06/14 15:04:47 - mmengine - INFO - Epoch(train) [10][2000/3757] lr: 5.000e-04 eta: 1:52:03 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.2474 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6403 loss: 0.6403 2022/06/14 15:04:53 - mmengine - INFO - Epoch(train) [10][2020/3757] lr: 5.000e-04 eta: 1:51:57 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.5564 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6801 loss: 0.6801 2022/06/14 15:05:00 - mmengine - INFO - Epoch(train) [10][2040/3757] lr: 5.000e-04 eta: 1:51:50 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.4200 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7210 loss: 0.7210 2022/06/14 15:05:06 - mmengine - INFO - Epoch(train) [10][2060/3757] lr: 5.000e-04 eta: 1:51:44 time: 0.334 data_time: 0.003 memory: 15235 grad_norm: 7.5341 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6783 loss: 0.6783 2022/06/14 15:05:13 - mmengine - INFO - Epoch(train) [10][2080/3757] lr: 5.000e-04 eta: 1:51:37 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.6707 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8578 loss: 0.8578 2022/06/14 15:05:19 - mmengine - INFO - Epoch(train) [10][2100/3757] lr: 5.000e-04 eta: 1:51:31 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.1854 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6314 loss: 0.6314 2022/06/14 15:05:26 - mmengine - INFO - Epoch(train) [10][2120/3757] lr: 5.000e-04 eta: 1:51:24 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.3080 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6126 loss: 0.6126 2022/06/14 15:05:32 - mmengine - INFO - Epoch(train) [10][2140/3757] lr: 5.000e-04 eta: 1:51:17 time: 0.326 data_time: 0.004 memory: 15235 grad_norm: 5.8718 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6727 loss: 0.6727 2022/06/14 15:05:39 - mmengine - INFO - Epoch(train) [10][2160/3757] lr: 5.000e-04 eta: 1:51:11 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.3354 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6780 loss: 0.6780 2022/06/14 15:05:45 - mmengine - INFO - Epoch(train) [10][2180/3757] lr: 5.000e-04 eta: 1:51:04 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.2804 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9066 loss: 0.9066 2022/06/14 15:05:48 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:05:52 - mmengine - INFO - Epoch(train) [10][2200/3757] lr: 5.000e-04 eta: 1:50:58 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.4553 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4591 loss: 0.4591 2022/06/14 15:05:59 - mmengine - INFO - Epoch(train) [10][2220/3757] lr: 5.000e-04 eta: 1:50:51 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.6608 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6712 loss: 0.6712 2022/06/14 15:06:05 - mmengine - INFO - Epoch(train) [10][2240/3757] lr: 5.000e-04 eta: 1:50:45 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 3.6232 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4880 loss: 0.4880 2022/06/14 15:06:12 - mmengine - INFO - Epoch(train) [10][2260/3757] lr: 5.000e-04 eta: 1:50:38 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.1070 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5256 loss: 0.5256 2022/06/14 15:06:18 - mmengine - INFO - Epoch(train) [10][2280/3757] lr: 5.000e-04 eta: 1:50:32 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.1888 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4677 loss: 0.4677 2022/06/14 15:06:25 - mmengine - INFO - Epoch(train) [10][2300/3757] lr: 5.000e-04 eta: 1:50:25 time: 0.336 data_time: 0.016 memory: 15235 grad_norm: 4.7114 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4738 loss: 0.4738 2022/06/14 15:06:31 - mmengine - INFO - Epoch(train) [10][2320/3757] lr: 5.000e-04 eta: 1:50:19 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.0050 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6242 loss: 0.6242 2022/06/14 15:06:38 - mmengine - INFO - Epoch(train) [10][2340/3757] lr: 5.000e-04 eta: 1:50:12 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.7072 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7557 loss: 0.7557 2022/06/14 15:06:45 - mmengine - INFO - Epoch(train) [10][2360/3757] lr: 5.000e-04 eta: 1:50:05 time: 0.329 data_time: 0.013 memory: 15235 grad_norm: 4.9618 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8497 loss: 0.8497 2022/06/14 15:06:51 - mmengine - INFO - Epoch(train) [10][2380/3757] lr: 5.000e-04 eta: 1:49:59 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.4512 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6469 loss: 0.6469 2022/06/14 15:06:58 - mmengine - INFO - Epoch(train) [10][2400/3757] lr: 5.000e-04 eta: 1:49:52 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.3906 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5723 loss: 0.5723 2022/06/14 15:07:04 - mmengine - INFO - Epoch(train) [10][2420/3757] lr: 5.000e-04 eta: 1:49:46 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.1526 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8080 loss: 0.8080 2022/06/14 15:07:11 - mmengine - INFO - Epoch(train) [10][2440/3757] lr: 5.000e-04 eta: 1:49:39 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 3.6310 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5492 loss: 0.5492 2022/06/14 15:07:17 - mmengine - INFO - Epoch(train) [10][2460/3757] lr: 5.000e-04 eta: 1:49:33 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.1996 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5316 loss: 0.5316 2022/06/14 15:07:24 - mmengine - INFO - Epoch(train) [10][2480/3757] lr: 5.000e-04 eta: 1:49:26 time: 0.299 data_time: 0.014 memory: 15235 grad_norm: 4.7783 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6388 loss: 0.6388 2022/06/14 15:07:30 - mmengine - INFO - Epoch(train) [10][2500/3757] lr: 5.000e-04 eta: 1:49:20 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.2758 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4100 loss: 0.4100 2022/06/14 15:07:37 - mmengine - INFO - Epoch(train) [10][2520/3757] lr: 5.000e-04 eta: 1:49:13 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5764 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8736 loss: 0.8736 2022/06/14 15:07:43 - mmengine - INFO - Epoch(train) [10][2540/3757] lr: 5.000e-04 eta: 1:49:07 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5811 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5417 loss: 0.5417 2022/06/14 15:07:50 - mmengine - INFO - Epoch(train) [10][2560/3757] lr: 5.000e-04 eta: 1:49:00 time: 0.321 data_time: 0.009 memory: 15235 grad_norm: 4.6737 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4330 loss: 0.4330 2022/06/14 15:07:57 - mmengine - INFO - Epoch(train) [10][2580/3757] lr: 5.000e-04 eta: 1:48:53 time: 0.313 data_time: 0.004 memory: 15235 grad_norm: 4.9802 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6378 loss: 0.6378 2022/06/14 15:08:03 - mmengine - INFO - Epoch(train) [10][2600/3757] lr: 5.000e-04 eta: 1:48:47 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5741 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8690 loss: 0.8690 2022/06/14 15:08:10 - mmengine - INFO - Epoch(train) [10][2620/3757] lr: 5.000e-04 eta: 1:48:40 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.3837 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4823 loss: 0.4823 2022/06/14 15:08:16 - mmengine - INFO - Epoch(train) [10][2640/3757] lr: 5.000e-04 eta: 1:48:34 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 4.7560 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6972 loss: 0.6972 2022/06/14 15:08:23 - mmengine - INFO - Epoch(train) [10][2660/3757] lr: 5.000e-04 eta: 1:48:27 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3409 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4513 loss: 0.4513 2022/06/14 15:08:29 - mmengine - INFO - Epoch(train) [10][2680/3757] lr: 5.000e-04 eta: 1:48:21 time: 0.326 data_time: 0.011 memory: 15235 grad_norm: 4.9344 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6125 loss: 0.6125 2022/06/14 15:08:36 - mmengine - INFO - Epoch(train) [10][2700/3757] lr: 5.000e-04 eta: 1:48:14 time: 0.320 data_time: 0.010 memory: 15235 grad_norm: 4.6453 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7085 loss: 0.7085 2022/06/14 15:08:42 - mmengine - INFO - Epoch(train) [10][2720/3757] lr: 5.000e-04 eta: 1:48:08 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 5.3204 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4626 loss: 0.4626 2022/06/14 15:08:49 - mmengine - INFO - Epoch(train) [10][2740/3757] lr: 5.000e-04 eta: 1:48:01 time: 0.336 data_time: 0.007 memory: 15235 grad_norm: 5.1519 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4472 loss: 0.4472 2022/06/14 15:08:55 - mmengine - INFO - Epoch(train) [10][2760/3757] lr: 5.000e-04 eta: 1:47:54 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7314 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5038 loss: 0.5038 2022/06/14 15:09:02 - mmengine - INFO - Epoch(train) [10][2780/3757] lr: 5.000e-04 eta: 1:47:48 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2783 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8234 loss: 0.8234 2022/06/14 15:09:08 - mmengine - INFO - Epoch(train) [10][2800/3757] lr: 5.000e-04 eta: 1:47:41 time: 0.331 data_time: 0.013 memory: 15235 grad_norm: 6.2575 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6874 loss: 0.6874 2022/06/14 15:09:15 - mmengine - INFO - Epoch(train) [10][2820/3757] lr: 5.000e-04 eta: 1:47:35 time: 0.333 data_time: 0.004 memory: 15235 grad_norm: 5.7924 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7526 loss: 0.7526 2022/06/14 15:09:22 - mmengine - INFO - Epoch(train) [10][2840/3757] lr: 5.000e-04 eta: 1:47:28 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.2380 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7546 loss: 0.7546 2022/06/14 15:09:28 - mmengine - INFO - Epoch(train) [10][2860/3757] lr: 5.000e-04 eta: 1:47:22 time: 0.328 data_time: 0.003 memory: 15235 grad_norm: 4.4678 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4661 loss: 0.4661 2022/06/14 15:09:35 - mmengine - INFO - Epoch(train) [10][2880/3757] lr: 5.000e-04 eta: 1:47:15 time: 0.456 data_time: 0.006 memory: 15235 grad_norm: 5.2725 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6304 loss: 0.6304 2022/06/14 15:09:41 - mmengine - INFO - Epoch(train) [10][2900/3757] lr: 5.000e-04 eta: 1:47:09 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3035 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6136 loss: 0.6136 2022/06/14 15:09:48 - mmengine - INFO - Epoch(train) [10][2920/3757] lr: 5.000e-04 eta: 1:47:02 time: 0.327 data_time: 0.002 memory: 15235 grad_norm: 6.0179 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7039 loss: 0.7039 2022/06/14 15:09:54 - mmengine - INFO - Epoch(train) [10][2940/3757] lr: 5.000e-04 eta: 1:46:56 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.0514 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5744 loss: 0.5744 2022/06/14 15:10:01 - mmengine - INFO - Epoch(train) [10][2960/3757] lr: 5.000e-04 eta: 1:46:49 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.9594 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5938 loss: 0.5938 2022/06/14 15:10:07 - mmengine - INFO - Epoch(train) [10][2980/3757] lr: 5.000e-04 eta: 1:46:42 time: 0.329 data_time: 0.015 memory: 15235 grad_norm: 4.8747 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5641 loss: 0.5641 2022/06/14 15:10:14 - mmengine - INFO - Epoch(train) [10][3000/3757] lr: 5.000e-04 eta: 1:46:36 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.8787 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6130 loss: 0.6130 2022/06/14 15:10:21 - mmengine - INFO - Epoch(train) [10][3020/3757] lr: 5.000e-04 eta: 1:46:29 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.9776 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3517 loss: 0.3517 2022/06/14 15:10:27 - mmengine - INFO - Epoch(train) [10][3040/3757] lr: 5.000e-04 eta: 1:46:23 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.4315 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.5988 loss: 0.5988 2022/06/14 15:10:34 - mmengine - INFO - Epoch(train) [10][3060/3757] lr: 5.000e-04 eta: 1:46:16 time: 0.336 data_time: 0.008 memory: 15235 grad_norm: 5.9163 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 0.5869 loss: 0.5869 2022/06/14 15:10:40 - mmengine - INFO - Epoch(train) [10][3080/3757] lr: 5.000e-04 eta: 1:46:10 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3091 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6801 loss: 0.6801 2022/06/14 15:10:47 - mmengine - INFO - Epoch(train) [10][3100/3757] lr: 5.000e-04 eta: 1:46:03 time: 0.320 data_time: 0.019 memory: 15235 grad_norm: 6.4768 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6385 loss: 0.6385 2022/06/14 15:10:53 - mmengine - INFO - Epoch(train) [10][3120/3757] lr: 5.000e-04 eta: 1:45:57 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.7390 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8598 loss: 0.8598 2022/06/14 15:11:00 - mmengine - INFO - Epoch(train) [10][3140/3757] lr: 5.000e-04 eta: 1:45:50 time: 0.327 data_time: 0.003 memory: 15235 grad_norm: 5.2508 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6985 loss: 0.6985 2022/06/14 15:11:06 - mmengine - INFO - Epoch(train) [10][3160/3757] lr: 5.000e-04 eta: 1:45:44 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8245 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5072 loss: 0.5072 2022/06/14 15:11:13 - mmengine - INFO - Epoch(train) [10][3180/3757] lr: 5.000e-04 eta: 1:45:37 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.3068 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6272 loss: 0.6272 2022/06/14 15:11:15 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:11:19 - mmengine - INFO - Epoch(train) [10][3200/3757] lr: 5.000e-04 eta: 1:45:30 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4993 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6845 loss: 0.6845 2022/06/14 15:11:26 - mmengine - INFO - Epoch(train) [10][3220/3757] lr: 5.000e-04 eta: 1:45:24 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.9041 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4171 loss: 0.4171 2022/06/14 15:11:33 - mmengine - INFO - Epoch(train) [10][3240/3757] lr: 5.000e-04 eta: 1:45:17 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.1704 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4805 loss: 0.4805 2022/06/14 15:11:39 - mmengine - INFO - Epoch(train) [10][3260/3757] lr: 5.000e-04 eta: 1:45:11 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 3.3984 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4738 loss: 0.4738 2022/06/14 15:11:46 - mmengine - INFO - Epoch(train) [10][3280/3757] lr: 5.000e-04 eta: 1:45:04 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 6.3468 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4130 loss: 0.4130 2022/06/14 15:11:52 - mmengine - INFO - Epoch(train) [10][3300/3757] lr: 5.000e-04 eta: 1:44:58 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.5379 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5539 loss: 0.5539 2022/06/14 15:11:59 - mmengine - INFO - Epoch(train) [10][3320/3757] lr: 5.000e-04 eta: 1:44:51 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.3063 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6054 loss: 0.6054 2022/06/14 15:12:06 - mmengine - INFO - Epoch(train) [10][3340/3757] lr: 5.000e-04 eta: 1:44:45 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 4.8021 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7271 loss: 0.7271 2022/06/14 15:12:12 - mmengine - INFO - Epoch(train) [10][3360/3757] lr: 5.000e-04 eta: 1:44:38 time: 0.316 data_time: 0.015 memory: 15235 grad_norm: 6.0318 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4705 loss: 0.4705 2022/06/14 15:12:19 - mmengine - INFO - Epoch(train) [10][3380/3757] lr: 5.000e-04 eta: 1:44:32 time: 0.320 data_time: 0.014 memory: 15235 grad_norm: 4.6620 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6798 loss: 0.6798 2022/06/14 15:12:25 - mmengine - INFO - Epoch(train) [10][3400/3757] lr: 5.000e-04 eta: 1:44:25 time: 0.330 data_time: 0.008 memory: 15235 grad_norm: 4.4437 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6184 loss: 0.6184 2022/06/14 15:12:32 - mmengine - INFO - Epoch(train) [10][3420/3757] lr: 5.000e-04 eta: 1:44:19 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 3.4263 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8179 loss: 0.8179 2022/06/14 15:12:38 - mmengine - INFO - Epoch(train) [10][3440/3757] lr: 5.000e-04 eta: 1:44:12 time: 0.324 data_time: 0.008 memory: 15235 grad_norm: 5.0187 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5806 loss: 0.5806 2022/06/14 15:12:45 - mmengine - INFO - Epoch(train) [10][3460/3757] lr: 5.000e-04 eta: 1:44:05 time: 0.330 data_time: 0.009 memory: 15235 grad_norm: 4.3935 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6853 loss: 0.6853 2022/06/14 15:12:51 - mmengine - INFO - Epoch(train) [10][3480/3757] lr: 5.000e-04 eta: 1:43:59 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 5.9535 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9343 loss: 0.9343 2022/06/14 15:12:58 - mmengine - INFO - Epoch(train) [10][3500/3757] lr: 5.000e-04 eta: 1:43:52 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0458 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5253 loss: 0.5253 2022/06/14 15:13:04 - mmengine - INFO - Epoch(train) [10][3520/3757] lr: 5.000e-04 eta: 1:43:46 time: 0.335 data_time: 0.006 memory: 15235 grad_norm: 5.7035 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6774 loss: 0.6774 2022/06/14 15:13:11 - mmengine - INFO - Epoch(train) [10][3540/3757] lr: 5.000e-04 eta: 1:43:39 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 6.2712 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6912 loss: 0.6912 2022/06/14 15:13:18 - mmengine - INFO - Epoch(train) [10][3560/3757] lr: 5.000e-04 eta: 1:43:33 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.0551 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4867 loss: 0.4867 2022/06/14 15:13:24 - mmengine - INFO - Epoch(train) [10][3580/3757] lr: 5.000e-04 eta: 1:43:26 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.0342 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4383 loss: 0.4383 2022/06/14 15:13:31 - mmengine - INFO - Epoch(train) [10][3600/3757] lr: 5.000e-04 eta: 1:43:20 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.4257 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6862 loss: 0.6862 2022/06/14 15:13:37 - mmengine - INFO - Epoch(train) [10][3620/3757] lr: 5.000e-04 eta: 1:43:13 time: 0.322 data_time: 0.008 memory: 15235 grad_norm: 4.4193 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7209 loss: 0.7209 2022/06/14 15:13:44 - mmengine - INFO - Epoch(train) [10][3640/3757] lr: 5.000e-04 eta: 1:43:06 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.2824 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4404 loss: 0.4404 2022/06/14 15:13:50 - mmengine - INFO - Epoch(train) [10][3660/3757] lr: 5.000e-04 eta: 1:43:00 time: 0.319 data_time: 0.019 memory: 15235 grad_norm: 4.2833 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4935 loss: 0.4935 2022/06/14 15:13:57 - mmengine - INFO - Epoch(train) [10][3680/3757] lr: 5.000e-04 eta: 1:42:53 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.4674 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5481 loss: 0.5481 2022/06/14 15:14:03 - mmengine - INFO - Epoch(train) [10][3700/3757] lr: 5.000e-04 eta: 1:42:47 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.3408 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5367 loss: 0.5367 2022/06/14 15:14:10 - mmengine - INFO - Epoch(train) [10][3720/3757] lr: 5.000e-04 eta: 1:42:40 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.8223 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3736 loss: 0.3736 2022/06/14 15:14:16 - mmengine - INFO - Epoch(train) [10][3740/3757] lr: 5.000e-04 eta: 1:42:34 time: 0.312 data_time: 0.006 memory: 15235 grad_norm: 6.4748 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7355 loss: 0.7355 2022/06/14 15:14:22 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:14:22 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/06/14 15:14:33 - mmengine - INFO - Epoch(val) [10][20/310] eta: 0:02:00 time: 0.091 data_time: 0.002 memory: 15235 2022/06/14 15:14:37 - mmengine - INFO - Epoch(val) [10][40/310] eta: 0:01:33 time: 0.084 data_time: 0.002 memory: 2470 2022/06/14 15:14:42 - mmengine - INFO - Epoch(val) [10][60/310] eta: 0:00:22 time: 0.091 data_time: 0.001 memory: 2470 2022/06/14 15:14:46 - mmengine - INFO - Epoch(val) [10][80/310] eta: 0:00:20 time: 0.085 data_time: 0.001 memory: 2470 2022/06/14 15:14:54 - mmengine - INFO - Epoch(val) [10][100/310] eta: 0:01:20 time: 0.087 data_time: 0.001 memory: 2470 2022/06/14 15:14:59 - mmengine - INFO - Epoch(val) [10][120/310] eta: 0:01:19 time: 0.088 data_time: 0.002 memory: 2470 2022/06/14 15:15:04 - mmengine - INFO - Epoch(val) [10][140/310] eta: 0:00:27 time: 0.086 data_time: 0.002 memory: 2470 2022/06/14 15:15:08 - mmengine - INFO - Epoch(val) [10][160/310] eta: 0:00:13 time: 0.086 data_time: 0.002 memory: 2470 2022/06/14 15:15:15 - mmengine - INFO - Epoch(val) [10][180/310] eta: 0:00:47 time: 0.093 data_time: 0.003 memory: 2470 2022/06/14 15:15:20 - mmengine - INFO - Epoch(val) [10][200/310] eta: 0:00:38 time: 0.084 data_time: 0.002 memory: 2470 2022/06/14 15:15:25 - mmengine - INFO - Epoch(val) [10][220/310] eta: 0:00:09 time: 0.083 data_time: 0.001 memory: 2470 2022/06/14 15:15:29 - mmengine - INFO - Epoch(val) [10][240/310] eta: 0:00:06 time: 0.091 data_time: 0.002 memory: 2470 2022/06/14 15:15:37 - mmengine - INFO - Epoch(val) [10][260/310] eta: 0:00:19 time: 0.093 data_time: 0.002 memory: 2470 2022/06/14 15:15:42 - mmengine - INFO - Epoch(val) [10][280/310] eta: 0:00:11 time: 0.087 data_time: 0.002 memory: 2470 2022/06/14 15:15:44 - mmengine - INFO - Epoch(val) [10][300/310] eta: 0:00:01 time: 0.083 data_time: 0.002 memory: 2470 2022/06/14 15:15:46 - mmengine - INFO - Epoch(val) [10][310/310] acc/top1: 0.7667 acc/top5: 0.9302 acc/mean1: 0.7665 2022/06/14 15:15:57 - mmengine - INFO - Epoch(train) [11][20/3757] lr: 5.000e-05 eta: 1:42:23 time: 0.334 data_time: 0.050 memory: 15235 grad_norm: 5.3031 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6366 loss: 0.6366 2022/06/14 15:16:04 - mmengine - INFO - Epoch(train) [11][40/3757] lr: 5.000e-05 eta: 1:42:16 time: 0.331 data_time: 0.003 memory: 15235 grad_norm: 5.6567 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5571 loss: 0.5571 2022/06/14 15:16:10 - mmengine - INFO - Epoch(train) [11][60/3757] lr: 5.000e-05 eta: 1:42:10 time: 0.334 data_time: 0.010 memory: 15235 grad_norm: 4.9809 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6973 loss: 0.6973 2022/06/14 15:16:17 - mmengine - INFO - Epoch(train) [11][80/3757] lr: 5.000e-05 eta: 1:42:03 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.1088 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4558 loss: 0.4558 2022/06/14 15:16:24 - mmengine - INFO - Epoch(train) [11][100/3757] lr: 5.000e-05 eta: 1:41:57 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.3194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5948 loss: 0.5948 2022/06/14 15:16:30 - mmengine - INFO - Epoch(train) [11][120/3757] lr: 5.000e-05 eta: 1:41:50 time: 0.332 data_time: 0.003 memory: 15235 grad_norm: 5.1172 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4402 loss: 0.4402 2022/06/14 15:16:37 - mmengine - INFO - Epoch(train) [11][140/3757] lr: 5.000e-05 eta: 1:41:44 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 5.4612 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4254 loss: 0.4254 2022/06/14 15:16:43 - mmengine - INFO - Epoch(train) [11][160/3757] lr: 5.000e-05 eta: 1:41:37 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.4410 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6697 loss: 0.6697 2022/06/14 15:16:50 - mmengine - INFO - Epoch(train) [11][180/3757] lr: 5.000e-05 eta: 1:41:30 time: 0.320 data_time: 0.009 memory: 15235 grad_norm: 4.7717 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6777 loss: 0.6777 2022/06/14 15:16:56 - mmengine - INFO - Epoch(train) [11][200/3757] lr: 5.000e-05 eta: 1:41:24 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.4006 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6549 loss: 0.6549 2022/06/14 15:17:03 - mmengine - INFO - Epoch(train) [11][220/3757] lr: 5.000e-05 eta: 1:41:17 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 5.4218 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7792 loss: 0.7792 2022/06/14 15:17:10 - mmengine - INFO - Epoch(train) [11][240/3757] lr: 5.000e-05 eta: 1:41:11 time: 0.318 data_time: 0.002 memory: 15235 grad_norm: 5.2236 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6621 loss: 0.6621 2022/06/14 15:17:16 - mmengine - INFO - Epoch(train) [11][260/3757] lr: 5.000e-05 eta: 1:41:04 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.1438 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7785 loss: 0.7785 2022/06/14 15:17:23 - mmengine - INFO - Epoch(train) [11][280/3757] lr: 5.000e-05 eta: 1:40:58 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.9602 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6189 loss: 0.6189 2022/06/14 15:17:29 - mmengine - INFO - Epoch(train) [11][300/3757] lr: 5.000e-05 eta: 1:40:51 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 6.0357 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7170 loss: 0.7170 2022/06/14 15:17:36 - mmengine - INFO - Epoch(train) [11][320/3757] lr: 5.000e-05 eta: 1:40:45 time: 0.334 data_time: 0.016 memory: 15235 grad_norm: 6.6189 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7455 loss: 0.7455 2022/06/14 15:17:42 - mmengine - INFO - Epoch(train) [11][340/3757] lr: 5.000e-05 eta: 1:40:38 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 4.0237 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3956 loss: 0.3956 2022/06/14 15:17:49 - mmengine - INFO - Epoch(train) [11][360/3757] lr: 5.000e-05 eta: 1:40:31 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 4.2506 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3856 loss: 0.3856 2022/06/14 15:17:55 - mmengine - INFO - Epoch(train) [11][380/3757] lr: 5.000e-05 eta: 1:40:25 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.5049 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6916 loss: 0.6916 2022/06/14 15:18:02 - mmengine - INFO - Epoch(train) [11][400/3757] lr: 5.000e-05 eta: 1:40:18 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 5.4854 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.3562 loss: 0.3562 2022/06/14 15:18:08 - mmengine - INFO - Epoch(train) [11][420/3757] lr: 5.000e-05 eta: 1:40:12 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.7255 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6623 loss: 0.6623 2022/06/14 15:18:12 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:18:15 - mmengine - INFO - Epoch(train) [11][440/3757] lr: 5.000e-05 eta: 1:40:05 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.0076 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8105 loss: 0.8105 2022/06/14 15:18:21 - mmengine - INFO - Epoch(train) [11][460/3757] lr: 5.000e-05 eta: 1:39:59 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 3.0729 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4516 loss: 0.4516 2022/06/14 15:18:28 - mmengine - INFO - Epoch(train) [11][480/3757] lr: 5.000e-05 eta: 1:39:52 time: 0.335 data_time: 0.003 memory: 15235 grad_norm: 4.8422 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6085 loss: 0.6085 2022/06/14 15:18:34 - mmengine - INFO - Epoch(train) [11][500/3757] lr: 5.000e-05 eta: 1:39:46 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.8309 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4772 loss: 0.4772 2022/06/14 15:18:41 - mmengine - INFO - Epoch(train) [11][520/3757] lr: 5.000e-05 eta: 1:39:39 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.9839 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4014 loss: 0.4014 2022/06/14 15:18:48 - mmengine - INFO - Epoch(train) [11][540/3757] lr: 5.000e-05 eta: 1:39:33 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 5.1256 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8372 loss: 0.8372 2022/06/14 15:18:54 - mmengine - INFO - Epoch(train) [11][560/3757] lr: 5.000e-05 eta: 1:39:26 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.9834 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4420 loss: 0.4420 2022/06/14 15:19:01 - mmengine - INFO - Epoch(train) [11][580/3757] lr: 5.000e-05 eta: 1:39:19 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.9430 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6938 loss: 0.6938 2022/06/14 15:19:07 - mmengine - INFO - Epoch(train) [11][600/3757] lr: 5.000e-05 eta: 1:39:13 time: 0.328 data_time: 0.008 memory: 15235 grad_norm: 5.0867 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5982 loss: 0.5982 2022/06/14 15:19:14 - mmengine - INFO - Epoch(train) [11][620/3757] lr: 5.000e-05 eta: 1:39:06 time: 0.322 data_time: 0.004 memory: 15235 grad_norm: 4.2809 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5510 loss: 0.5510 2022/06/14 15:19:20 - mmengine - INFO - Epoch(train) [11][640/3757] lr: 5.000e-05 eta: 1:39:00 time: 0.325 data_time: 0.020 memory: 15235 grad_norm: 5.2923 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4220 loss: 0.4220 2022/06/14 15:19:27 - mmengine - INFO - Epoch(train) [11][660/3757] lr: 5.000e-05 eta: 1:38:53 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3986 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6306 loss: 0.6306 2022/06/14 15:19:33 - mmengine - INFO - Epoch(train) [11][680/3757] lr: 5.000e-05 eta: 1:38:47 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.3485 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4290 loss: 0.4290 2022/06/14 15:19:40 - mmengine - INFO - Epoch(train) [11][700/3757] lr: 5.000e-05 eta: 1:38:40 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 6.1740 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5081 loss: 0.5081 2022/06/14 15:19:46 - mmengine - INFO - Epoch(train) [11][720/3757] lr: 5.000e-05 eta: 1:38:34 time: 0.334 data_time: 0.010 memory: 15235 grad_norm: 5.0879 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4512 loss: 0.4512 2022/06/14 15:19:53 - mmengine - INFO - Epoch(train) [11][740/3757] lr: 5.000e-05 eta: 1:38:27 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.1134 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6902 loss: 0.6902 2022/06/14 15:20:00 - mmengine - INFO - Epoch(train) [11][760/3757] lr: 5.000e-05 eta: 1:38:20 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 3.7049 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5876 loss: 0.5876 2022/06/14 15:20:06 - mmengine - INFO - Epoch(train) [11][780/3757] lr: 5.000e-05 eta: 1:38:14 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5118 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5912 loss: 0.5912 2022/06/14 15:20:13 - mmengine - INFO - Epoch(train) [11][800/3757] lr: 5.000e-05 eta: 1:38:07 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.4131 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4776 loss: 0.4776 2022/06/14 15:20:19 - mmengine - INFO - Epoch(train) [11][820/3757] lr: 5.000e-05 eta: 1:38:01 time: 0.328 data_time: 0.020 memory: 15235 grad_norm: 5.5149 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8464 loss: 0.8464 2022/06/14 15:20:26 - mmengine - INFO - Epoch(train) [11][840/3757] lr: 5.000e-05 eta: 1:37:54 time: 0.334 data_time: 0.009 memory: 15235 grad_norm: 6.6669 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8061 loss: 0.8061 2022/06/14 15:20:32 - mmengine - INFO - Epoch(train) [11][860/3757] lr: 5.000e-05 eta: 1:37:48 time: 0.315 data_time: 0.009 memory: 15235 grad_norm: 4.9355 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.3968 loss: 0.3968 2022/06/14 15:20:39 - mmengine - INFO - Epoch(train) [11][880/3757] lr: 5.000e-05 eta: 1:37:41 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 4.6824 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6180 loss: 0.6180 2022/06/14 15:20:45 - mmengine - INFO - Epoch(train) [11][900/3757] lr: 5.000e-05 eta: 1:37:35 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.0015 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4309 loss: 0.4309 2022/06/14 15:20:52 - mmengine - INFO - Epoch(train) [11][920/3757] lr: 5.000e-05 eta: 1:37:28 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.1547 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7435 loss: 0.7435 2022/06/14 15:20:58 - mmengine - INFO - Epoch(train) [11][940/3757] lr: 5.000e-05 eta: 1:37:21 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 3.4927 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4657 loss: 0.4657 2022/06/14 15:21:05 - mmengine - INFO - Epoch(train) [11][960/3757] lr: 5.000e-05 eta: 1:37:15 time: 0.337 data_time: 0.006 memory: 15235 grad_norm: 3.6626 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6574 loss: 0.6574 2022/06/14 15:21:12 - mmengine - INFO - Epoch(train) [11][980/3757] lr: 5.000e-05 eta: 1:37:08 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.9872 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4817 loss: 0.4817 2022/06/14 15:21:18 - mmengine - INFO - Epoch(train) [11][1000/3757] lr: 5.000e-05 eta: 1:37:02 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.8593 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6480 loss: 0.6480 2022/06/14 15:21:25 - mmengine - INFO - Epoch(train) [11][1020/3757] lr: 5.000e-05 eta: 1:36:55 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.5304 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.3877 loss: 0.3877 2022/06/14 15:21:31 - mmengine - INFO - Epoch(train) [11][1040/3757] lr: 5.000e-05 eta: 1:36:49 time: 0.336 data_time: 0.011 memory: 15235 grad_norm: 4.6875 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6444 loss: 0.6444 2022/06/14 15:21:38 - mmengine - INFO - Epoch(train) [11][1060/3757] lr: 5.000e-05 eta: 1:36:42 time: 0.327 data_time: 0.032 memory: 15235 grad_norm: 5.3313 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4646 loss: 0.4646 2022/06/14 15:21:44 - mmengine - INFO - Epoch(train) [11][1080/3757] lr: 5.000e-05 eta: 1:36:36 time: 0.324 data_time: 0.008 memory: 15235 grad_norm: 4.7103 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5789 loss: 0.5789 2022/06/14 15:21:51 - mmengine - INFO - Epoch(train) [11][1100/3757] lr: 5.000e-05 eta: 1:36:29 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.2023 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4490 loss: 0.4490 2022/06/14 15:21:57 - mmengine - INFO - Epoch(train) [11][1120/3757] lr: 5.000e-05 eta: 1:36:22 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1594 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6021 loss: 0.6021 2022/06/14 15:22:04 - mmengine - INFO - Epoch(train) [11][1140/3757] lr: 5.000e-05 eta: 1:36:16 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.5787 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4552 loss: 0.4552 2022/06/14 15:22:11 - mmengine - INFO - Epoch(train) [11][1160/3757] lr: 5.000e-05 eta: 1:36:09 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 3.9468 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3909 loss: 0.3909 2022/06/14 15:22:17 - mmengine - INFO - Epoch(train) [11][1180/3757] lr: 5.000e-05 eta: 1:36:03 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8737 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5546 loss: 0.5546 2022/06/14 15:22:24 - mmengine - INFO - Epoch(train) [11][1200/3757] lr: 5.000e-05 eta: 1:35:56 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4821 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4151 loss: 0.4151 2022/06/14 15:22:30 - mmengine - INFO - Epoch(train) [11][1220/3757] lr: 5.000e-05 eta: 1:35:50 time: 0.326 data_time: 0.011 memory: 15235 grad_norm: 4.7641 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5537 loss: 0.5537 2022/06/14 15:22:37 - mmengine - INFO - Epoch(train) [11][1240/3757] lr: 5.000e-05 eta: 1:35:43 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.4214 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5403 loss: 0.5403 2022/06/14 15:22:43 - mmengine - INFO - Epoch(train) [11][1260/3757] lr: 5.000e-05 eta: 1:35:37 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.7613 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5580 loss: 0.5580 2022/06/14 15:22:50 - mmengine - INFO - Epoch(train) [11][1280/3757] lr: 5.000e-05 eta: 1:35:30 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.3230 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8416 loss: 0.8416 2022/06/14 15:22:56 - mmengine - INFO - Epoch(train) [11][1300/3757] lr: 5.000e-05 eta: 1:35:24 time: 0.346 data_time: 0.007 memory: 15235 grad_norm: 5.1185 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.6602 loss: 0.6602 2022/06/14 15:23:03 - mmengine - INFO - Epoch(train) [11][1320/3757] lr: 5.000e-05 eta: 1:35:17 time: 0.329 data_time: 0.003 memory: 15235 grad_norm: 5.1548 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7368 loss: 0.7368 2022/06/14 15:23:09 - mmengine - INFO - Epoch(train) [11][1340/3757] lr: 5.000e-05 eta: 1:35:10 time: 0.330 data_time: 0.008 memory: 15235 grad_norm: 5.6729 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5239 loss: 0.5239 2022/06/14 15:23:16 - mmengine - INFO - Epoch(train) [11][1360/3757] lr: 5.000e-05 eta: 1:35:04 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.4152 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5946 loss: 0.5946 2022/06/14 15:23:22 - mmengine - INFO - Epoch(train) [11][1380/3757] lr: 5.000e-05 eta: 1:34:57 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 4.4168 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5379 loss: 0.5379 2022/06/14 15:23:29 - mmengine - INFO - Epoch(train) [11][1400/3757] lr: 5.000e-05 eta: 1:34:51 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.1963 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5560 loss: 0.5560 2022/06/14 15:23:35 - mmengine - INFO - Epoch(train) [11][1420/3757] lr: 5.000e-05 eta: 1:34:44 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1524 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5023 loss: 0.5023 2022/06/14 15:23:39 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:23:42 - mmengine - INFO - Epoch(train) [11][1440/3757] lr: 5.000e-05 eta: 1:34:38 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2374 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6948 loss: 0.6948 2022/06/14 15:23:49 - mmengine - INFO - Epoch(train) [11][1460/3757] lr: 5.000e-05 eta: 1:34:31 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8559 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4677 loss: 0.4677 2022/06/14 15:23:55 - mmengine - INFO - Epoch(train) [11][1480/3757] lr: 5.000e-05 eta: 1:34:25 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.7333 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9770 loss: 0.9770 2022/06/14 15:24:02 - mmengine - INFO - Epoch(train) [11][1500/3757] lr: 5.000e-05 eta: 1:34:18 time: 0.322 data_time: 0.008 memory: 15235 grad_norm: 5.2057 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6223 loss: 0.6223 2022/06/14 15:24:08 - mmengine - INFO - Epoch(train) [11][1520/3757] lr: 5.000e-05 eta: 1:34:11 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.6309 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5885 loss: 0.5885 2022/06/14 15:24:15 - mmengine - INFO - Epoch(train) [11][1540/3757] lr: 5.000e-05 eta: 1:34:05 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.1005 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4827 loss: 0.4827 2022/06/14 15:24:21 - mmengine - INFO - Epoch(train) [11][1560/3757] lr: 5.000e-05 eta: 1:33:58 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.5658 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5200 loss: 0.5200 2022/06/14 15:24:28 - mmengine - INFO - Epoch(train) [11][1580/3757] lr: 5.000e-05 eta: 1:33:52 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.6936 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5767 loss: 0.5767 2022/06/14 15:24:34 - mmengine - INFO - Epoch(train) [11][1600/3757] lr: 5.000e-05 eta: 1:33:45 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.2282 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6926 loss: 0.6926 2022/06/14 15:24:41 - mmengine - INFO - Epoch(train) [11][1620/3757] lr: 5.000e-05 eta: 1:33:39 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 6.2979 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8772 loss: 0.8772 2022/06/14 15:24:47 - mmengine - INFO - Epoch(train) [11][1640/3757] lr: 5.000e-05 eta: 1:33:32 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.4785 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7571 loss: 0.7571 2022/06/14 15:24:54 - mmengine - INFO - Epoch(train) [11][1660/3757] lr: 5.000e-05 eta: 1:33:26 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.6341 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 0.9328 loss: 0.9328 2022/06/14 15:25:00 - mmengine - INFO - Epoch(train) [11][1680/3757] lr: 5.000e-05 eta: 1:33:19 time: 0.342 data_time: 0.006 memory: 15235 grad_norm: 5.4498 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5867 loss: 0.5867 2022/06/14 15:25:07 - mmengine - INFO - Epoch(train) [11][1700/3757] lr: 5.000e-05 eta: 1:33:13 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.3520 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7050 loss: 0.7050 2022/06/14 15:25:14 - mmengine - INFO - Epoch(train) [11][1720/3757] lr: 5.000e-05 eta: 1:33:06 time: 0.318 data_time: 0.002 memory: 15235 grad_norm: 5.3995 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6088 loss: 0.6088 2022/06/14 15:25:20 - mmengine - INFO - Epoch(train) [11][1740/3757] lr: 5.000e-05 eta: 1:32:59 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.8348 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3579 loss: 0.3579 2022/06/14 15:25:27 - mmengine - INFO - Epoch(train) [11][1760/3757] lr: 5.000e-05 eta: 1:32:53 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.7637 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5779 loss: 0.5779 2022/06/14 15:25:33 - mmengine - INFO - Epoch(train) [11][1780/3757] lr: 5.000e-05 eta: 1:32:46 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.4786 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5195 loss: 0.5195 2022/06/14 15:25:40 - mmengine - INFO - Epoch(train) [11][1800/3757] lr: 5.000e-05 eta: 1:32:40 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.3056 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5166 loss: 0.5166 2022/06/14 15:25:47 - mmengine - INFO - Epoch(train) [11][1820/3757] lr: 5.000e-05 eta: 1:32:33 time: 0.470 data_time: 0.006 memory: 15235 grad_norm: 5.3816 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4992 loss: 0.4992 2022/06/14 15:25:53 - mmengine - INFO - Epoch(train) [11][1840/3757] lr: 5.000e-05 eta: 1:32:27 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.2417 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4825 loss: 0.4825 2022/06/14 15:26:00 - mmengine - INFO - Epoch(train) [11][1860/3757] lr: 5.000e-05 eta: 1:32:20 time: 0.322 data_time: 0.027 memory: 15235 grad_norm: 5.5102 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5916 loss: 0.5916 2022/06/14 15:26:06 - mmengine - INFO - Epoch(train) [11][1880/3757] lr: 5.000e-05 eta: 1:32:14 time: 0.349 data_time: 0.006 memory: 15235 grad_norm: 5.2211 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4891 loss: 0.4891 2022/06/14 15:26:13 - mmengine - INFO - Epoch(train) [11][1900/3757] lr: 5.000e-05 eta: 1:32:07 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 4.6830 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4723 loss: 0.4723 2022/06/14 15:26:19 - mmengine - INFO - Epoch(train) [11][1920/3757] lr: 5.000e-05 eta: 1:32:01 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 3.6374 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6477 loss: 0.6477 2022/06/14 15:26:26 - mmengine - INFO - Epoch(train) [11][1940/3757] lr: 5.000e-05 eta: 1:31:54 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 5.4673 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6805 loss: 0.6805 2022/06/14 15:26:32 - mmengine - INFO - Epoch(train) [11][1960/3757] lr: 5.000e-05 eta: 1:31:47 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.1803 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6730 loss: 0.6730 2022/06/14 15:26:39 - mmengine - INFO - Epoch(train) [11][1980/3757] lr: 5.000e-05 eta: 1:31:41 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.1409 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6334 loss: 0.6334 2022/06/14 15:26:46 - mmengine - INFO - Epoch(train) [11][2000/3757] lr: 5.000e-05 eta: 1:31:34 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.6853 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8071 loss: 0.8071 2022/06/14 15:26:52 - mmengine - INFO - Epoch(train) [11][2020/3757] lr: 5.000e-05 eta: 1:31:28 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.1501 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5419 loss: 0.5419 2022/06/14 15:26:59 - mmengine - INFO - Epoch(train) [11][2040/3757] lr: 5.000e-05 eta: 1:31:21 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.7221 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5918 loss: 0.5918 2022/06/14 15:27:05 - mmengine - INFO - Epoch(train) [11][2060/3757] lr: 5.000e-05 eta: 1:31:15 time: 0.312 data_time: 0.014 memory: 15235 grad_norm: 4.5494 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5761 loss: 0.5761 2022/06/14 15:27:12 - mmengine - INFO - Epoch(train) [11][2080/3757] lr: 5.000e-05 eta: 1:31:08 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.4479 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4329 loss: 0.4329 2022/06/14 15:27:18 - mmengine - INFO - Epoch(train) [11][2100/3757] lr: 5.000e-05 eta: 1:31:02 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.8383 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6498 loss: 0.6498 2022/06/14 15:27:25 - mmengine - INFO - Epoch(train) [11][2120/3757] lr: 5.000e-05 eta: 1:30:55 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 4.9054 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9274 loss: 0.9274 2022/06/14 15:27:31 - mmengine - INFO - Epoch(train) [11][2140/3757] lr: 5.000e-05 eta: 1:30:49 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.3561 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4972 loss: 0.4972 2022/06/14 15:27:38 - mmengine - INFO - Epoch(train) [11][2160/3757] lr: 5.000e-05 eta: 1:30:42 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0971 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6002 loss: 0.6002 2022/06/14 15:27:45 - mmengine - INFO - Epoch(train) [11][2180/3757] lr: 5.000e-05 eta: 1:30:35 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 13.8744 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5419 loss: 0.5419 2022/06/14 15:27:51 - mmengine - INFO - Epoch(train) [11][2200/3757] lr: 5.000e-05 eta: 1:30:29 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.4957 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4555 loss: 0.4555 2022/06/14 15:27:58 - mmengine - INFO - Epoch(train) [11][2220/3757] lr: 5.000e-05 eta: 1:30:22 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.1702 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5135 loss: 0.5135 2022/06/14 15:28:04 - mmengine - INFO - Epoch(train) [11][2240/3757] lr: 5.000e-05 eta: 1:30:16 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.1446 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5149 loss: 0.5149 2022/06/14 15:28:11 - mmengine - INFO - Epoch(train) [11][2260/3757] lr: 5.000e-05 eta: 1:30:09 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.2586 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6236 loss: 0.6236 2022/06/14 15:28:17 - mmengine - INFO - Epoch(train) [11][2280/3757] lr: 5.000e-05 eta: 1:30:03 time: 0.329 data_time: 0.015 memory: 15235 grad_norm: 4.7952 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4478 loss: 0.4478 2022/06/14 15:28:24 - mmengine - INFO - Epoch(train) [11][2300/3757] lr: 5.000e-05 eta: 1:29:56 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.0987 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3935 loss: 0.3935 2022/06/14 15:28:30 - mmengine - INFO - Epoch(train) [11][2320/3757] lr: 5.000e-05 eta: 1:29:50 time: 0.318 data_time: 0.007 memory: 15235 grad_norm: 4.1360 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4392 loss: 0.4392 2022/06/14 15:28:37 - mmengine - INFO - Epoch(train) [11][2340/3757] lr: 5.000e-05 eta: 1:29:43 time: 0.341 data_time: 0.026 memory: 15235 grad_norm: 4.7136 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5876 loss: 0.5876 2022/06/14 15:28:43 - mmengine - INFO - Epoch(train) [11][2360/3757] lr: 5.000e-05 eta: 1:29:37 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 4.6096 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5632 loss: 0.5632 2022/06/14 15:28:50 - mmengine - INFO - Epoch(train) [11][2380/3757] lr: 5.000e-05 eta: 1:29:30 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.4197 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4576 loss: 0.4576 2022/06/14 15:28:57 - mmengine - INFO - Epoch(train) [11][2400/3757] lr: 5.000e-05 eta: 1:29:23 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.4487 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3807 loss: 0.3807 2022/06/14 15:29:03 - mmengine - INFO - Epoch(train) [11][2420/3757] lr: 5.000e-05 eta: 1:29:17 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 6.3516 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4956 loss: 0.4956 2022/06/14 15:29:06 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:29:10 - mmengine - INFO - Epoch(train) [11][2440/3757] lr: 5.000e-05 eta: 1:29:10 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.4500 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7706 loss: 0.7706 2022/06/14 15:29:16 - mmengine - INFO - Epoch(train) [11][2460/3757] lr: 5.000e-05 eta: 1:29:04 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.1036 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7193 loss: 0.7193 2022/06/14 15:29:23 - mmengine - INFO - Epoch(train) [11][2480/3757] lr: 5.000e-05 eta: 1:28:57 time: 0.324 data_time: 0.031 memory: 15235 grad_norm: 5.3907 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6216 loss: 0.6216 2022/06/14 15:29:30 - mmengine - INFO - Epoch(train) [11][2500/3757] lr: 5.000e-05 eta: 1:28:51 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.3330 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4527 loss: 0.4527 2022/06/14 15:29:36 - mmengine - INFO - Epoch(train) [11][2520/3757] lr: 5.000e-05 eta: 1:28:44 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.0502 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6281 loss: 0.6281 2022/06/14 15:29:43 - mmengine - INFO - Epoch(train) [11][2540/3757] lr: 5.000e-05 eta: 1:28:38 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.7724 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6546 loss: 0.6546 2022/06/14 15:29:49 - mmengine - INFO - Epoch(train) [11][2560/3757] lr: 5.000e-05 eta: 1:28:31 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7352 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5188 loss: 0.5188 2022/06/14 15:29:56 - mmengine - INFO - Epoch(train) [11][2580/3757] lr: 5.000e-05 eta: 1:28:25 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.5924 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5367 loss: 0.5367 2022/06/14 15:30:02 - mmengine - INFO - Epoch(train) [11][2600/3757] lr: 5.000e-05 eta: 1:28:18 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 7.0510 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6393 loss: 0.6393 2022/06/14 15:30:09 - mmengine - INFO - Epoch(train) [11][2620/3757] lr: 5.000e-05 eta: 1:28:12 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.0851 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5587 loss: 0.5587 2022/06/14 15:30:15 - mmengine - INFO - Epoch(train) [11][2640/3757] lr: 5.000e-05 eta: 1:28:05 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.5547 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5550 loss: 0.5550 2022/06/14 15:30:22 - mmengine - INFO - Epoch(train) [11][2660/3757] lr: 5.000e-05 eta: 1:27:58 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.0414 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4470 loss: 0.4470 2022/06/14 15:30:29 - mmengine - INFO - Epoch(train) [11][2680/3757] lr: 5.000e-05 eta: 1:27:52 time: 0.364 data_time: 0.007 memory: 15235 grad_norm: 6.0170 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7109 loss: 0.7109 2022/06/14 15:30:35 - mmengine - INFO - Epoch(train) [11][2700/3757] lr: 5.000e-05 eta: 1:27:45 time: 0.332 data_time: 0.003 memory: 15235 grad_norm: 5.2918 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6591 loss: 0.6591 2022/06/14 15:30:42 - mmengine - INFO - Epoch(train) [11][2720/3757] lr: 5.000e-05 eta: 1:27:39 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.1176 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8458 loss: 0.8458 2022/06/14 15:30:48 - mmengine - INFO - Epoch(train) [11][2740/3757] lr: 5.000e-05 eta: 1:27:32 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1577 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4590 loss: 0.4590 2022/06/14 15:30:55 - mmengine - INFO - Epoch(train) [11][2760/3757] lr: 5.000e-05 eta: 1:27:26 time: 0.326 data_time: 0.029 memory: 15235 grad_norm: 5.6530 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4434 loss: 0.4434 2022/06/14 15:31:01 - mmengine - INFO - Epoch(train) [11][2780/3757] lr: 5.000e-05 eta: 1:27:19 time: 0.322 data_time: 0.032 memory: 15235 grad_norm: 5.9875 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9410 loss: 0.9410 2022/06/14 15:31:08 - mmengine - INFO - Epoch(train) [11][2800/3757] lr: 5.000e-05 eta: 1:27:13 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 4.9733 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4219 loss: 0.4219 2022/06/14 15:31:15 - mmengine - INFO - Epoch(train) [11][2820/3757] lr: 5.000e-05 eta: 1:27:06 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.1521 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5186 loss: 0.5186 2022/06/14 15:31:21 - mmengine - INFO - Epoch(train) [11][2840/3757] lr: 5.000e-05 eta: 1:27:00 time: 0.342 data_time: 0.002 memory: 15235 grad_norm: 5.5232 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7578 loss: 0.7578 2022/06/14 15:31:28 - mmengine - INFO - Epoch(train) [11][2860/3757] lr: 5.000e-05 eta: 1:26:53 time: 0.323 data_time: 0.005 memory: 15235 grad_norm: 4.9220 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9073 loss: 0.9073 2022/06/14 15:31:34 - mmengine - INFO - Epoch(train) [11][2880/3757] lr: 5.000e-05 eta: 1:26:47 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.5138 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4760 loss: 0.4760 2022/06/14 15:31:41 - mmengine - INFO - Epoch(train) [11][2900/3757] lr: 5.000e-05 eta: 1:26:40 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.6375 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5039 loss: 0.5039 2022/06/14 15:31:48 - mmengine - INFO - Epoch(train) [11][2920/3757] lr: 5.000e-05 eta: 1:26:33 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.9434 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7210 loss: 0.7210 2022/06/14 15:31:54 - mmengine - INFO - Epoch(train) [11][2940/3757] lr: 5.000e-05 eta: 1:26:27 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 6.1278 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7802 loss: 0.7802 2022/06/14 15:32:01 - mmengine - INFO - Epoch(train) [11][2960/3757] lr: 5.000e-05 eta: 1:26:20 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.9750 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6970 loss: 0.6970 2022/06/14 15:32:07 - mmengine - INFO - Epoch(train) [11][2980/3757] lr: 5.000e-05 eta: 1:26:14 time: 0.367 data_time: 0.017 memory: 15235 grad_norm: 5.2363 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4626 loss: 0.4626 2022/06/14 15:32:14 - mmengine - INFO - Epoch(train) [11][3000/3757] lr: 5.000e-05 eta: 1:26:07 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.7429 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5185 loss: 0.5185 2022/06/14 15:32:20 - mmengine - INFO - Epoch(train) [11][3020/3757] lr: 5.000e-05 eta: 1:26:01 time: 0.320 data_time: 0.012 memory: 15235 grad_norm: 4.7407 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6498 loss: 0.6498 2022/06/14 15:32:27 - mmengine - INFO - Epoch(train) [11][3040/3757] lr: 5.000e-05 eta: 1:25:54 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.2142 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7459 loss: 0.7459 2022/06/14 15:32:33 - mmengine - INFO - Epoch(train) [11][3060/3757] lr: 5.000e-05 eta: 1:25:48 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.0867 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5283 loss: 0.5283 2022/06/14 15:32:40 - mmengine - INFO - Epoch(train) [11][3080/3757] lr: 5.000e-05 eta: 1:25:41 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.2068 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5516 loss: 0.5516 2022/06/14 15:32:46 - mmengine - INFO - Epoch(train) [11][3100/3757] lr: 5.000e-05 eta: 1:25:34 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.1557 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5325 loss: 0.5325 2022/06/14 15:32:53 - mmengine - INFO - Epoch(train) [11][3120/3757] lr: 5.000e-05 eta: 1:25:28 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.7190 loss: 0.7190 2022/06/14 15:32:59 - mmengine - INFO - Epoch(train) [11][3140/3757] lr: 5.000e-05 eta: 1:25:21 time: 0.319 data_time: 0.021 memory: 15235 grad_norm: 4.5516 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5623 loss: 0.5623 2022/06/14 15:33:06 - mmengine - INFO - Epoch(train) [11][3160/3757] lr: 5.000e-05 eta: 1:25:15 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5682 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7841 loss: 0.7841 2022/06/14 15:33:12 - mmengine - INFO - Epoch(train) [11][3180/3757] lr: 5.000e-05 eta: 1:25:08 time: 0.318 data_time: 0.002 memory: 15235 grad_norm: 5.5033 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4628 loss: 0.4628 2022/06/14 15:33:19 - mmengine - INFO - Epoch(train) [11][3200/3757] lr: 5.000e-05 eta: 1:25:02 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.5690 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5433 loss: 0.5433 2022/06/14 15:33:26 - mmengine - INFO - Epoch(train) [11][3220/3757] lr: 5.000e-05 eta: 1:24:55 time: 0.322 data_time: 0.012 memory: 15235 grad_norm: 5.3204 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5203 loss: 0.5203 2022/06/14 15:33:32 - mmengine - INFO - Epoch(train) [11][3240/3757] lr: 5.000e-05 eta: 1:24:49 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.6872 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5343 loss: 0.5343 2022/06/14 15:33:39 - mmengine - INFO - Epoch(train) [11][3260/3757] lr: 5.000e-05 eta: 1:24:42 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 7.9743 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4770 loss: 0.4770 2022/06/14 15:33:45 - mmengine - INFO - Epoch(train) [11][3280/3757] lr: 5.000e-05 eta: 1:24:36 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.5101 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5342 loss: 0.5342 2022/06/14 15:33:52 - mmengine - INFO - Epoch(train) [11][3300/3757] lr: 5.000e-05 eta: 1:24:29 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 4.7615 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6261 loss: 0.6261 2022/06/14 15:33:59 - mmengine - INFO - Epoch(train) [11][3320/3757] lr: 5.000e-05 eta: 1:24:23 time: 0.324 data_time: 0.043 memory: 15235 grad_norm: 3.1275 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5310 loss: 0.5310 2022/06/14 15:34:05 - mmengine - INFO - Epoch(train) [11][3340/3757] lr: 5.000e-05 eta: 1:24:16 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.5275 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4617 loss: 0.4617 2022/06/14 15:34:12 - mmengine - INFO - Epoch(train) [11][3360/3757] lr: 5.000e-05 eta: 1:24:09 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.2787 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8002 loss: 0.8002 2022/06/14 15:34:18 - mmengine - INFO - Epoch(train) [11][3380/3757] lr: 5.000e-05 eta: 1:24:03 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.2876 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5160 loss: 0.5160 2022/06/14 15:34:25 - mmengine - INFO - Epoch(train) [11][3400/3757] lr: 5.000e-05 eta: 1:23:56 time: 0.329 data_time: 0.005 memory: 15235 grad_norm: 6.0688 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6398 loss: 0.6398 2022/06/14 15:34:31 - mmengine - INFO - Epoch(train) [11][3420/3757] lr: 5.000e-05 eta: 1:23:50 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.1622 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5850 loss: 0.5850 2022/06/14 15:34:35 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:34:38 - mmengine - INFO - Epoch(train) [11][3440/3757] lr: 5.000e-05 eta: 1:23:43 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.8884 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7464 loss: 0.7464 2022/06/14 15:34:44 - mmengine - INFO - Epoch(train) [11][3460/3757] lr: 5.000e-05 eta: 1:23:37 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.6957 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6136 loss: 0.6136 2022/06/14 15:34:51 - mmengine - INFO - Epoch(train) [11][3480/3757] lr: 5.000e-05 eta: 1:23:30 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 5.7418 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4484 loss: 0.4484 2022/06/14 15:34:57 - mmengine - INFO - Epoch(train) [11][3500/3757] lr: 5.000e-05 eta: 1:23:24 time: 0.334 data_time: 0.013 memory: 15235 grad_norm: 4.8107 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9021 loss: 0.9021 2022/06/14 15:35:04 - mmengine - INFO - Epoch(train) [11][3520/3757] lr: 5.000e-05 eta: 1:23:17 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9964 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7718 loss: 0.7718 2022/06/14 15:35:11 - mmengine - INFO - Epoch(train) [11][3540/3757] lr: 5.000e-05 eta: 1:23:10 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.2981 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4952 loss: 0.4952 2022/06/14 15:35:17 - mmengine - INFO - Epoch(train) [11][3560/3757] lr: 5.000e-05 eta: 1:23:04 time: 0.348 data_time: 0.006 memory: 15235 grad_norm: 5.3837 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.6998 loss: 0.6998 2022/06/14 15:35:24 - mmengine - INFO - Epoch(train) [11][3580/3757] lr: 5.000e-05 eta: 1:22:57 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 4.4104 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5837 loss: 0.5837 2022/06/14 15:35:30 - mmengine - INFO - Epoch(train) [11][3600/3757] lr: 5.000e-05 eta: 1:22:51 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.5733 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4777 loss: 0.4777 2022/06/14 15:35:37 - mmengine - INFO - Epoch(train) [11][3620/3757] lr: 5.000e-05 eta: 1:22:44 time: 0.327 data_time: 0.005 memory: 15235 grad_norm: 5.2260 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4637 loss: 0.4637 2022/06/14 15:35:43 - mmengine - INFO - Epoch(train) [11][3640/3757] lr: 5.000e-05 eta: 1:22:38 time: 0.326 data_time: 0.012 memory: 15235 grad_norm: 4.9119 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7897 loss: 0.7897 2022/06/14 15:35:50 - mmengine - INFO - Epoch(train) [11][3660/3757] lr: 5.000e-05 eta: 1:22:31 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8482 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6884 loss: 0.6884 2022/06/14 15:35:56 - mmengine - INFO - Epoch(train) [11][3680/3757] lr: 5.000e-05 eta: 1:22:25 time: 0.324 data_time: 0.021 memory: 15235 grad_norm: 5.1319 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4743 loss: 0.4743 2022/06/14 15:36:03 - mmengine - INFO - Epoch(train) [11][3700/3757] lr: 5.000e-05 eta: 1:22:18 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.7428 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5623 loss: 0.5623 2022/06/14 15:36:10 - mmengine - INFO - Epoch(train) [11][3720/3757] lr: 5.000e-05 eta: 1:22:12 time: 0.316 data_time: 0.008 memory: 15235 grad_norm: 4.1377 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3792 loss: 0.3792 2022/06/14 15:36:16 - mmengine - INFO - Epoch(train) [11][3740/3757] lr: 5.000e-05 eta: 1:22:05 time: 0.317 data_time: 0.005 memory: 15235 grad_norm: 6.3366 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7414 loss: 0.7414 2022/06/14 15:36:21 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:36:30 - mmengine - INFO - Epoch(val) [11][20/310] eta: 0:01:44 time: 0.093 data_time: 0.002 memory: 15235 2022/06/14 15:36:35 - mmengine - INFO - Epoch(val) [11][40/310] eta: 0:01:35 time: 0.102 data_time: 0.003 memory: 2470 2022/06/14 15:36:40 - mmengine - INFO - Epoch(val) [11][60/310] eta: 0:00:24 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 15:36:44 - mmengine - INFO - Epoch(val) [11][80/310] eta: 0:00:24 time: 0.093 data_time: 0.002 memory: 2470 2022/06/14 15:36:52 - mmengine - INFO - Epoch(val) [11][100/310] eta: 0:01:14 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 15:36:56 - mmengine - INFO - Epoch(val) [11][120/310] eta: 0:01:03 time: 0.097 data_time: 0.012 memory: 2470 2022/06/14 15:37:01 - mmengine - INFO - Epoch(val) [11][140/310] eta: 0:00:17 time: 0.102 data_time: 0.004 memory: 2470 2022/06/14 15:37:05 - mmengine - INFO - Epoch(val) [11][160/310] eta: 0:00:13 time: 0.091 data_time: 0.003 memory: 2470 2022/06/14 15:37:12 - mmengine - INFO - Epoch(val) [11][180/310] eta: 0:00:48 time: 0.084 data_time: 0.002 memory: 2470 2022/06/14 15:37:17 - mmengine - INFO - Epoch(val) [11][200/310] eta: 0:00:41 time: 0.094 data_time: 0.003 memory: 2470 2022/06/14 15:37:22 - mmengine - INFO - Epoch(val) [11][220/310] eta: 0:00:12 time: 0.087 data_time: 0.002 memory: 2470 2022/06/14 15:37:26 - mmengine - INFO - Epoch(val) [11][240/310] eta: 0:00:06 time: 0.086 data_time: 0.002 memory: 2470 2022/06/14 15:37:34 - mmengine - INFO - Epoch(val) [11][260/310] eta: 0:00:19 time: 0.086 data_time: 0.002 memory: 2470 2022/06/14 15:37:39 - mmengine - INFO - Epoch(val) [11][280/310] eta: 0:00:11 time: 0.105 data_time: 0.003 memory: 2470 2022/06/14 15:37:42 - mmengine - INFO - Epoch(val) [11][300/310] eta: 0:00:01 time: 0.088 data_time: 0.002 memory: 2470 2022/06/14 15:37:45 - mmengine - INFO - Epoch(val) [11][310/310] acc/top1: 0.7688 acc/top5: 0.9305 acc/mean1: 0.7687 2022/06/14 15:37:56 - mmengine - INFO - Epoch(train) [12][20/3757] lr: 5.000e-05 eta: 1:21:54 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 6.0196 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5050 loss: 0.5050 2022/06/14 15:38:03 - mmengine - INFO - Epoch(train) [12][40/3757] lr: 5.000e-05 eta: 1:21:47 time: 0.336 data_time: 0.045 memory: 15235 grad_norm: 4.3551 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.3785 loss: 0.3785 2022/06/14 15:38:10 - mmengine - INFO - Epoch(train) [12][60/3757] lr: 5.000e-05 eta: 1:21:41 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 6.1445 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3212 loss: 0.3212 2022/06/14 15:38:16 - mmengine - INFO - Epoch(train) [12][80/3757] lr: 5.000e-05 eta: 1:21:34 time: 0.322 data_time: 0.010 memory: 15235 grad_norm: 4.9290 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.3925 loss: 0.3925 2022/06/14 15:38:23 - mmengine - INFO - Epoch(train) [12][100/3757] lr: 5.000e-05 eta: 1:21:28 time: 0.325 data_time: 0.005 memory: 15235 grad_norm: 5.3005 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4981 loss: 0.4981 2022/06/14 15:38:29 - mmengine - INFO - Epoch(train) [12][120/3757] lr: 5.000e-05 eta: 1:21:21 time: 0.319 data_time: 0.006 memory: 15235 grad_norm: 5.5545 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9109 loss: 0.9109 2022/06/14 15:38:36 - mmengine - INFO - Epoch(train) [12][140/3757] lr: 5.000e-05 eta: 1:21:14 time: 0.323 data_time: 0.008 memory: 15235 grad_norm: 5.3832 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8553 loss: 0.8553 2022/06/14 15:38:42 - mmengine - INFO - Epoch(train) [12][160/3757] lr: 5.000e-05 eta: 1:21:08 time: 0.325 data_time: 0.011 memory: 15235 grad_norm: 6.0461 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7058 loss: 0.7058 2022/06/14 15:38:49 - mmengine - INFO - Epoch(train) [12][180/3757] lr: 5.000e-05 eta: 1:21:01 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.7444 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6544 loss: 0.6544 2022/06/14 15:38:55 - mmengine - INFO - Epoch(train) [12][200/3757] lr: 5.000e-05 eta: 1:20:55 time: 0.322 data_time: 0.020 memory: 15235 grad_norm: 5.2803 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3962 loss: 0.3962 2022/06/14 15:39:02 - mmengine - INFO - Epoch(train) [12][220/3757] lr: 5.000e-05 eta: 1:20:48 time: 0.330 data_time: 0.009 memory: 15235 grad_norm: 5.1288 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5570 loss: 0.5570 2022/06/14 15:39:08 - mmengine - INFO - Epoch(train) [12][240/3757] lr: 5.000e-05 eta: 1:20:42 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.2918 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7168 loss: 0.7168 2022/06/14 15:39:15 - mmengine - INFO - Epoch(train) [12][260/3757] lr: 5.000e-05 eta: 1:20:35 time: 0.327 data_time: 0.010 memory: 15235 grad_norm: 5.0641 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7324 loss: 0.7324 2022/06/14 15:39:21 - mmengine - INFO - Epoch(train) [12][280/3757] lr: 5.000e-05 eta: 1:20:29 time: 0.318 data_time: 0.019 memory: 15235 grad_norm: 4.3906 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6375 loss: 0.6375 2022/06/14 15:39:28 - mmengine - INFO - Epoch(train) [12][300/3757] lr: 5.000e-05 eta: 1:20:22 time: 0.320 data_time: 0.023 memory: 15235 grad_norm: 5.0495 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5245 loss: 0.5245 2022/06/14 15:39:34 - mmengine - INFO - Epoch(train) [12][320/3757] lr: 5.000e-05 eta: 1:20:15 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.2772 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5727 loss: 0.5727 2022/06/14 15:39:41 - mmengine - INFO - Epoch(train) [12][340/3757] lr: 5.000e-05 eta: 1:20:09 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 6.0658 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7309 loss: 0.7309 2022/06/14 15:39:47 - mmengine - INFO - Epoch(train) [12][360/3757] lr: 5.000e-05 eta: 1:20:02 time: 0.330 data_time: 0.048 memory: 15235 grad_norm: 5.7700 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7128 loss: 0.7128 2022/06/14 15:39:54 - mmengine - INFO - Epoch(train) [12][380/3757] lr: 5.000e-05 eta: 1:19:56 time: 0.317 data_time: 0.013 memory: 15235 grad_norm: 4.5109 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6555 loss: 0.6555 2022/06/14 15:40:01 - mmengine - INFO - Epoch(train) [12][400/3757] lr: 5.000e-05 eta: 1:19:49 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 6.1591 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6759 loss: 0.6759 2022/06/14 15:40:07 - mmengine - INFO - Epoch(train) [12][420/3757] lr: 5.000e-05 eta: 1:19:43 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.8933 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8021 loss: 0.8021 2022/06/14 15:40:14 - mmengine - INFO - Epoch(train) [12][440/3757] lr: 5.000e-05 eta: 1:19:36 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.5415 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6463 loss: 0.6463 2022/06/14 15:40:20 - mmengine - INFO - Epoch(train) [12][460/3757] lr: 5.000e-05 eta: 1:19:30 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0182 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7676 loss: 0.7676 2022/06/14 15:40:27 - mmengine - INFO - Epoch(train) [12][480/3757] lr: 5.000e-05 eta: 1:19:23 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.1139 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3597 loss: 0.3597 2022/06/14 15:40:33 - mmengine - INFO - Epoch(train) [12][500/3757] lr: 5.000e-05 eta: 1:19:16 time: 0.326 data_time: 0.002 memory: 15235 grad_norm: 4.6684 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5608 loss: 0.5608 2022/06/14 15:40:40 - mmengine - INFO - Epoch(train) [12][520/3757] lr: 5.000e-05 eta: 1:19:10 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 4.6397 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5475 loss: 0.5475 2022/06/14 15:40:46 - mmengine - INFO - Epoch(train) [12][540/3757] lr: 5.000e-05 eta: 1:19:03 time: 0.329 data_time: 0.005 memory: 15235 grad_norm: 4.2318 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6649 loss: 0.6649 2022/06/14 15:40:53 - mmengine - INFO - Epoch(train) [12][560/3757] lr: 5.000e-05 eta: 1:18:57 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.4391 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8207 loss: 0.8207 2022/06/14 15:40:59 - mmengine - INFO - Epoch(train) [12][580/3757] lr: 5.000e-05 eta: 1:18:50 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.3152 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6017 loss: 0.6017 2022/06/14 15:41:06 - mmengine - INFO - Epoch(train) [12][600/3757] lr: 5.000e-05 eta: 1:18:44 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 5.3242 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7003 loss: 0.7003 2022/06/14 15:41:12 - mmengine - INFO - Epoch(train) [12][620/3757] lr: 5.000e-05 eta: 1:18:37 time: 0.333 data_time: 0.007 memory: 15235 grad_norm: 4.8696 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4636 loss: 0.4636 2022/06/14 15:41:19 - mmengine - INFO - Epoch(train) [12][640/3757] lr: 5.000e-05 eta: 1:18:31 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 5.3192 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5918 loss: 0.5918 2022/06/14 15:41:26 - mmengine - INFO - Epoch(train) [12][660/3757] lr: 5.000e-05 eta: 1:18:24 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.2252 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5660 loss: 0.5660 2022/06/14 15:41:30 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:41:32 - mmengine - INFO - Epoch(train) [12][680/3757] lr: 5.000e-05 eta: 1:18:17 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.7223 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5022 loss: 0.5022 2022/06/14 15:41:39 - mmengine - INFO - Epoch(train) [12][700/3757] lr: 5.000e-05 eta: 1:18:11 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.4395 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5178 loss: 0.5178 2022/06/14 15:41:45 - mmengine - INFO - Epoch(train) [12][720/3757] lr: 5.000e-05 eta: 1:18:04 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 4.7829 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7710 loss: 0.7710 2022/06/14 15:41:52 - mmengine - INFO - Epoch(train) [12][740/3757] lr: 5.000e-05 eta: 1:17:58 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 6.1290 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7468 loss: 0.7468 2022/06/14 15:41:59 - mmengine - INFO - Epoch(train) [12][760/3757] lr: 5.000e-05 eta: 1:17:51 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4680 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.3790 loss: 0.3790 2022/06/14 15:42:05 - mmengine - INFO - Epoch(train) [12][780/3757] lr: 5.000e-05 eta: 1:17:45 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.5733 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6050 loss: 0.6050 2022/06/14 15:42:12 - mmengine - INFO - Epoch(train) [12][800/3757] lr: 5.000e-05 eta: 1:17:38 time: 0.331 data_time: 0.002 memory: 15235 grad_norm: 4.2095 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7522 loss: 0.7522 2022/06/14 15:42:18 - mmengine - INFO - Epoch(train) [12][820/3757] lr: 5.000e-05 eta: 1:17:32 time: 0.341 data_time: 0.026 memory: 15235 grad_norm: 4.9022 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6249 loss: 0.6249 2022/06/14 15:42:25 - mmengine - INFO - Epoch(train) [12][840/3757] lr: 5.000e-05 eta: 1:17:25 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 5.3037 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8300 loss: 0.8300 2022/06/14 15:42:31 - mmengine - INFO - Epoch(train) [12][860/3757] lr: 5.000e-05 eta: 1:17:19 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.3297 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5423 loss: 0.5423 2022/06/14 15:42:38 - mmengine - INFO - Epoch(train) [12][880/3757] lr: 5.000e-05 eta: 1:17:12 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 6.6988 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7661 loss: 0.7661 2022/06/14 15:42:44 - mmengine - INFO - Epoch(train) [12][900/3757] lr: 5.000e-05 eta: 1:17:05 time: 0.311 data_time: 0.024 memory: 15235 grad_norm: 6.9792 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5150 loss: 0.5150 2022/06/14 15:42:51 - mmengine - INFO - Epoch(train) [12][920/3757] lr: 5.000e-05 eta: 1:16:59 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.5661 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6871 loss: 0.6871 2022/06/14 15:42:57 - mmengine - INFO - Epoch(train) [12][940/3757] lr: 5.000e-05 eta: 1:16:52 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.4918 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6529 loss: 0.6529 2022/06/14 15:43:04 - mmengine - INFO - Epoch(train) [12][960/3757] lr: 5.000e-05 eta: 1:16:46 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 6.2858 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6069 loss: 0.6069 2022/06/14 15:43:11 - mmengine - INFO - Epoch(train) [12][980/3757] lr: 5.000e-05 eta: 1:16:39 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.0367 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4965 loss: 0.4965 2022/06/14 15:43:17 - mmengine - INFO - Epoch(train) [12][1000/3757] lr: 5.000e-05 eta: 1:16:33 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 5.1636 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6256 loss: 0.6256 2022/06/14 15:43:24 - mmengine - INFO - Epoch(train) [12][1020/3757] lr: 5.000e-05 eta: 1:16:26 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.8601 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7267 loss: 0.7267 2022/06/14 15:43:30 - mmengine - INFO - Epoch(train) [12][1040/3757] lr: 5.000e-05 eta: 1:16:20 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.2330 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4901 loss: 0.4901 2022/06/14 15:43:37 - mmengine - INFO - Epoch(train) [12][1060/3757] lr: 5.000e-05 eta: 1:16:13 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.2099 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6453 loss: 0.6453 2022/06/14 15:43:43 - mmengine - INFO - Epoch(train) [12][1080/3757] lr: 5.000e-05 eta: 1:16:07 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.9249 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6083 loss: 0.6083 2022/06/14 15:43:50 - mmengine - INFO - Epoch(train) [12][1100/3757] lr: 5.000e-05 eta: 1:16:00 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.9417 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6819 loss: 0.6819 2022/06/14 15:43:57 - mmengine - INFO - Epoch(train) [12][1120/3757] lr: 5.000e-05 eta: 1:15:53 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.0209 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5579 loss: 0.5579 2022/06/14 15:44:03 - mmengine - INFO - Epoch(train) [12][1140/3757] lr: 5.000e-05 eta: 1:15:47 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 4.0857 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6135 loss: 0.6135 2022/06/14 15:44:10 - mmengine - INFO - Epoch(train) [12][1160/3757] lr: 5.000e-05 eta: 1:15:40 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 4.9612 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8253 loss: 0.8253 2022/06/14 15:44:16 - mmengine - INFO - Epoch(train) [12][1180/3757] lr: 5.000e-05 eta: 1:15:34 time: 0.338 data_time: 0.006 memory: 15235 grad_norm: 6.5309 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5086 loss: 0.5086 2022/06/14 15:44:23 - mmengine - INFO - Epoch(train) [12][1200/3757] lr: 5.000e-05 eta: 1:15:27 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.0402 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5299 loss: 0.5299 2022/06/14 15:44:29 - mmengine - INFO - Epoch(train) [12][1220/3757] lr: 5.000e-05 eta: 1:15:21 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 6.1877 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5578 loss: 0.5578 2022/06/14 15:44:36 - mmengine - INFO - Epoch(train) [12][1240/3757] lr: 5.000e-05 eta: 1:15:14 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 4.3012 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3122 loss: 0.3122 2022/06/14 15:44:42 - mmengine - INFO - Epoch(train) [12][1260/3757] lr: 5.000e-05 eta: 1:15:08 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 5.6739 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6544 loss: 0.6544 2022/06/14 15:44:49 - mmengine - INFO - Epoch(train) [12][1280/3757] lr: 5.000e-05 eta: 1:15:01 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.0041 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4227 loss: 0.4227 2022/06/14 15:44:55 - mmengine - INFO - Epoch(train) [12][1300/3757] lr: 5.000e-05 eta: 1:14:55 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.4271 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6088 loss: 0.6088 2022/06/14 15:45:02 - mmengine - INFO - Epoch(train) [12][1320/3757] lr: 5.000e-05 eta: 1:14:48 time: 0.324 data_time: 0.010 memory: 15235 grad_norm: 5.4726 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5791 loss: 0.5791 2022/06/14 15:45:09 - mmengine - INFO - Epoch(train) [12][1340/3757] lr: 5.000e-05 eta: 1:14:41 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.1504 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5528 loss: 0.5528 2022/06/14 15:45:15 - mmengine - INFO - Epoch(train) [12][1360/3757] lr: 5.000e-05 eta: 1:14:35 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 10.2354 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7873 loss: 0.7873 2022/06/14 15:45:22 - mmengine - INFO - Epoch(train) [12][1380/3757] lr: 5.000e-05 eta: 1:14:28 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.2000 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7455 loss: 0.7455 2022/06/14 15:45:28 - mmengine - INFO - Epoch(train) [12][1400/3757] lr: 5.000e-05 eta: 1:14:22 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.9737 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.3858 loss: 0.3858 2022/06/14 15:45:35 - mmengine - INFO - Epoch(train) [12][1420/3757] lr: 5.000e-05 eta: 1:14:15 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 4.5181 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6632 loss: 0.6632 2022/06/14 15:45:41 - mmengine - INFO - Epoch(train) [12][1440/3757] lr: 5.000e-05 eta: 1:14:09 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.5147 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5685 loss: 0.5685 2022/06/14 15:45:48 - mmengine - INFO - Epoch(train) [12][1460/3757] lr: 5.000e-05 eta: 1:14:02 time: 0.334 data_time: 0.015 memory: 15235 grad_norm: 4.4053 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7894 loss: 0.7894 2022/06/14 15:45:54 - mmengine - INFO - Epoch(train) [12][1480/3757] lr: 5.000e-05 eta: 1:13:56 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 6.1295 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4938 loss: 0.4938 2022/06/14 15:46:01 - mmengine - INFO - Epoch(train) [12][1500/3757] lr: 5.000e-05 eta: 1:13:49 time: 0.321 data_time: 0.018 memory: 15235 grad_norm: 4.6767 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4979 loss: 0.4979 2022/06/14 15:46:07 - mmengine - INFO - Epoch(train) [12][1520/3757] lr: 5.000e-05 eta: 1:13:42 time: 0.300 data_time: 0.014 memory: 15235 grad_norm: 4.7963 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5394 loss: 0.5394 2022/06/14 15:46:14 - mmengine - INFO - Epoch(train) [12][1540/3757] lr: 5.000e-05 eta: 1:13:36 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.2768 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4079 loss: 0.4079 2022/06/14 15:46:21 - mmengine - INFO - Epoch(train) [12][1560/3757] lr: 5.000e-05 eta: 1:13:29 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.5346 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5801 loss: 0.5801 2022/06/14 15:46:27 - mmengine - INFO - Epoch(train) [12][1580/3757] lr: 5.000e-05 eta: 1:13:23 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0696 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7102 loss: 0.7102 2022/06/14 15:46:34 - mmengine - INFO - Epoch(train) [12][1600/3757] lr: 5.000e-05 eta: 1:13:16 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.8579 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5322 loss: 0.5322 2022/06/14 15:46:40 - mmengine - INFO - Epoch(train) [12][1620/3757] lr: 5.000e-05 eta: 1:13:10 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 4.3174 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3985 loss: 0.3985 2022/06/14 15:46:47 - mmengine - INFO - Epoch(train) [12][1640/3757] lr: 5.000e-05 eta: 1:13:03 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.9283 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6683 loss: 0.6683 2022/06/14 15:46:53 - mmengine - INFO - Epoch(train) [12][1660/3757] lr: 5.000e-05 eta: 1:12:57 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.5961 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7823 loss: 0.7823 2022/06/14 15:46:58 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:47:00 - mmengine - INFO - Epoch(train) [12][1680/3757] lr: 5.000e-05 eta: 1:12:50 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 3.7243 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5850 loss: 0.5850 2022/06/14 15:47:06 - mmengine - INFO - Epoch(train) [12][1700/3757] lr: 5.000e-05 eta: 1:12:44 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.3773 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4658 loss: 0.4658 2022/06/14 15:47:13 - mmengine - INFO - Epoch(train) [12][1720/3757] lr: 5.000e-05 eta: 1:12:37 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0824 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5383 loss: 0.5383 2022/06/14 15:47:20 - mmengine - INFO - Epoch(train) [12][1740/3757] lr: 5.000e-05 eta: 1:12:30 time: 0.319 data_time: 0.031 memory: 15235 grad_norm: 5.0904 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6460 loss: 0.6460 2022/06/14 15:47:26 - mmengine - INFO - Epoch(train) [12][1760/3757] lr: 5.000e-05 eta: 1:12:24 time: 0.321 data_time: 0.004 memory: 15235 grad_norm: 5.2100 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6349 loss: 0.6349 2022/06/14 15:47:33 - mmengine - INFO - Epoch(train) [12][1780/3757] lr: 5.000e-05 eta: 1:12:17 time: 0.327 data_time: 0.003 memory: 15235 grad_norm: 5.0154 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5168 loss: 0.5168 2022/06/14 15:47:39 - mmengine - INFO - Epoch(train) [12][1800/3757] lr: 5.000e-05 eta: 1:12:11 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.9011 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4874 loss: 0.4874 2022/06/14 15:47:46 - mmengine - INFO - Epoch(train) [12][1820/3757] lr: 5.000e-05 eta: 1:12:04 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.2271 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4949 loss: 0.4949 2022/06/14 15:47:52 - mmengine - INFO - Epoch(train) [12][1840/3757] lr: 5.000e-05 eta: 1:11:58 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.9714 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6654 loss: 0.6654 2022/06/14 15:47:59 - mmengine - INFO - Epoch(train) [12][1860/3757] lr: 5.000e-05 eta: 1:11:51 time: 0.328 data_time: 0.005 memory: 15235 grad_norm: 6.5260 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6040 loss: 0.6040 2022/06/14 15:48:06 - mmengine - INFO - Epoch(train) [12][1880/3757] lr: 5.000e-05 eta: 1:11:45 time: 0.336 data_time: 0.003 memory: 15235 grad_norm: 5.2849 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5011 loss: 0.5011 2022/06/14 15:48:12 - mmengine - INFO - Epoch(train) [12][1900/3757] lr: 5.000e-05 eta: 1:11:38 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.9005 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6877 loss: 0.6877 2022/06/14 15:48:19 - mmengine - INFO - Epoch(train) [12][1920/3757] lr: 5.000e-05 eta: 1:11:32 time: 0.333 data_time: 0.016 memory: 15235 grad_norm: 5.5723 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8118 loss: 0.8118 2022/06/14 15:48:25 - mmengine - INFO - Epoch(train) [12][1940/3757] lr: 5.000e-05 eta: 1:11:25 time: 0.315 data_time: 0.036 memory: 15235 grad_norm: 5.0126 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7073 loss: 0.7073 2022/06/14 15:48:32 - mmengine - INFO - Epoch(train) [12][1960/3757] lr: 5.000e-05 eta: 1:11:18 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5333 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4798 loss: 0.4798 2022/06/14 15:48:38 - mmengine - INFO - Epoch(train) [12][1980/3757] lr: 5.000e-05 eta: 1:11:12 time: 0.326 data_time: 0.015 memory: 15235 grad_norm: 5.1357 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6581 loss: 0.6581 2022/06/14 15:48:45 - mmengine - INFO - Epoch(train) [12][2000/3757] lr: 5.000e-05 eta: 1:11:05 time: 0.321 data_time: 0.013 memory: 15235 grad_norm: 7.6405 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5000 loss: 0.5000 2022/06/14 15:48:51 - mmengine - INFO - Epoch(train) [12][2020/3757] lr: 5.000e-05 eta: 1:10:59 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.4764 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5769 loss: 0.5769 2022/06/14 15:48:58 - mmengine - INFO - Epoch(train) [12][2040/3757] lr: 5.000e-05 eta: 1:10:52 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.7893 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5896 loss: 0.5896 2022/06/14 15:49:05 - mmengine - INFO - Epoch(train) [12][2060/3757] lr: 5.000e-05 eta: 1:10:46 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.4313 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4549 loss: 0.4549 2022/06/14 15:49:11 - mmengine - INFO - Epoch(train) [12][2080/3757] lr: 5.000e-05 eta: 1:10:39 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 4.9292 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4789 loss: 0.4789 2022/06/14 15:49:18 - mmengine - INFO - Epoch(train) [12][2100/3757] lr: 5.000e-05 eta: 1:10:33 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.1728 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5350 loss: 0.5350 2022/06/14 15:49:24 - mmengine - INFO - Epoch(train) [12][2120/3757] lr: 5.000e-05 eta: 1:10:26 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.8885 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7019 loss: 0.7019 2022/06/14 15:49:31 - mmengine - INFO - Epoch(train) [12][2140/3757] lr: 5.000e-05 eta: 1:10:20 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.2584 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4903 loss: 0.4903 2022/06/14 15:49:37 - mmengine - INFO - Epoch(train) [12][2160/3757] lr: 5.000e-05 eta: 1:10:13 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.0436 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5379 loss: 0.5379 2022/06/14 15:49:44 - mmengine - INFO - Epoch(train) [12][2180/3757] lr: 5.000e-05 eta: 1:10:06 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5654 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6968 loss: 0.6968 2022/06/14 15:49:50 - mmengine - INFO - Epoch(train) [12][2200/3757] lr: 5.000e-05 eta: 1:10:00 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.8861 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8311 loss: 0.8311 2022/06/14 15:49:57 - mmengine - INFO - Epoch(train) [12][2220/3757] lr: 5.000e-05 eta: 1:09:53 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 6.0894 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7468 loss: 0.7468 2022/06/14 15:50:03 - mmengine - INFO - Epoch(train) [12][2240/3757] lr: 5.000e-05 eta: 1:09:47 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.7795 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4507 loss: 0.4507 2022/06/14 15:50:10 - mmengine - INFO - Epoch(train) [12][2260/3757] lr: 5.000e-05 eta: 1:09:40 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.7403 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5435 loss: 0.5435 2022/06/14 15:50:17 - mmengine - INFO - Epoch(train) [12][2280/3757] lr: 5.000e-05 eta: 1:09:34 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.0488 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6302 loss: 0.6302 2022/06/14 15:50:23 - mmengine - INFO - Epoch(train) [12][2300/3757] lr: 5.000e-05 eta: 1:09:27 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.4591 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6790 loss: 0.6790 2022/06/14 15:50:30 - mmengine - INFO - Epoch(train) [12][2320/3757] lr: 5.000e-05 eta: 1:09:21 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.4941 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4650 loss: 0.4650 2022/06/14 15:50:36 - mmengine - INFO - Epoch(train) [12][2340/3757] lr: 5.000e-05 eta: 1:09:14 time: 0.337 data_time: 0.006 memory: 15235 grad_norm: 5.3428 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4636 loss: 0.4636 2022/06/14 15:50:43 - mmengine - INFO - Epoch(train) [12][2360/3757] lr: 5.000e-05 eta: 1:09:07 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 5.1277 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4898 loss: 0.4898 2022/06/14 15:50:49 - mmengine - INFO - Epoch(train) [12][2380/3757] lr: 5.000e-05 eta: 1:09:01 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 5.6645 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6259 loss: 0.6259 2022/06/14 15:50:56 - mmengine - INFO - Epoch(train) [12][2400/3757] lr: 5.000e-05 eta: 1:08:54 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.1286 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7419 loss: 0.7419 2022/06/14 15:51:02 - mmengine - INFO - Epoch(train) [12][2420/3757] lr: 5.000e-05 eta: 1:08:48 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 4.4768 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3728 loss: 0.3728 2022/06/14 15:51:09 - mmengine - INFO - Epoch(train) [12][2440/3757] lr: 5.000e-05 eta: 1:08:41 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 3.8074 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4505 loss: 0.4505 2022/06/14 15:51:15 - mmengine - INFO - Epoch(train) [12][2460/3757] lr: 5.000e-05 eta: 1:08:35 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 6.7820 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6727 loss: 0.6727 2022/06/14 15:51:22 - mmengine - INFO - Epoch(train) [12][2480/3757] lr: 5.000e-05 eta: 1:08:28 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.5127 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7484 loss: 0.7484 2022/06/14 15:51:28 - mmengine - INFO - Epoch(train) [12][2500/3757] lr: 5.000e-05 eta: 1:08:22 time: 0.322 data_time: 0.014 memory: 15235 grad_norm: 6.1917 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8592 loss: 0.8592 2022/06/14 15:51:35 - mmengine - INFO - Epoch(train) [12][2520/3757] lr: 5.000e-05 eta: 1:08:15 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.9931 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5081 loss: 0.5081 2022/06/14 15:51:41 - mmengine - INFO - Epoch(train) [12][2540/3757] lr: 5.000e-05 eta: 1:08:08 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 4.6231 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5052 loss: 0.5052 2022/06/14 15:51:48 - mmengine - INFO - Epoch(train) [12][2560/3757] lr: 5.000e-05 eta: 1:08:02 time: 0.327 data_time: 0.050 memory: 15235 grad_norm: 4.9586 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5215 loss: 0.5215 2022/06/14 15:51:55 - mmengine - INFO - Epoch(train) [12][2580/3757] lr: 5.000e-05 eta: 1:07:55 time: 0.335 data_time: 0.006 memory: 15235 grad_norm: 6.0265 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4030 loss: 0.4030 2022/06/14 15:52:01 - mmengine - INFO - Epoch(train) [12][2600/3757] lr: 5.000e-05 eta: 1:07:49 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 6.2439 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4505 loss: 0.4505 2022/06/14 15:52:08 - mmengine - INFO - Epoch(train) [12][2620/3757] lr: 5.000e-05 eta: 1:07:42 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.6732 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7199 loss: 0.7199 2022/06/14 15:52:14 - mmengine - INFO - Epoch(train) [12][2640/3757] lr: 5.000e-05 eta: 1:07:36 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.3403 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5857 loss: 0.5857 2022/06/14 15:52:21 - mmengine - INFO - Epoch(train) [12][2660/3757] lr: 5.000e-05 eta: 1:07:29 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.7462 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5979 loss: 0.5979 2022/06/14 15:52:25 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:52:27 - mmengine - INFO - Epoch(train) [12][2680/3757] lr: 5.000e-05 eta: 1:07:23 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.0719 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4298 loss: 0.4298 2022/06/14 15:52:34 - mmengine - INFO - Epoch(train) [12][2700/3757] lr: 5.000e-05 eta: 1:07:16 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.2132 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8638 loss: 0.8638 2022/06/14 15:52:40 - mmengine - INFO - Epoch(train) [12][2720/3757] lr: 5.000e-05 eta: 1:07:10 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0744 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5245 loss: 0.5245 2022/06/14 15:52:47 - mmengine - INFO - Epoch(train) [12][2740/3757] lr: 5.000e-05 eta: 1:07:03 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.6883 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4188 loss: 0.4188 2022/06/14 15:52:54 - mmengine - INFO - Epoch(train) [12][2760/3757] lr: 5.000e-05 eta: 1:06:56 time: 0.330 data_time: 0.011 memory: 15235 grad_norm: 4.8604 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6207 loss: 0.6207 2022/06/14 15:53:00 - mmengine - INFO - Epoch(train) [12][2780/3757] lr: 5.000e-05 eta: 1:06:50 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.2779 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6669 loss: 0.6669 2022/06/14 15:53:07 - mmengine - INFO - Epoch(train) [12][2800/3757] lr: 5.000e-05 eta: 1:06:43 time: 0.335 data_time: 0.003 memory: 15235 grad_norm: 6.3857 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0061 loss: 1.0061 2022/06/14 15:53:13 - mmengine - INFO - Epoch(train) [12][2820/3757] lr: 5.000e-05 eta: 1:06:37 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.3676 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4782 loss: 0.4782 2022/06/14 15:53:20 - mmengine - INFO - Epoch(train) [12][2840/3757] lr: 5.000e-05 eta: 1:06:30 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0318 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8041 loss: 0.8041 2022/06/14 15:53:26 - mmengine - INFO - Epoch(train) [12][2860/3757] lr: 5.000e-05 eta: 1:06:24 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.7342 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7765 loss: 0.7765 2022/06/14 15:53:33 - mmengine - INFO - Epoch(train) [12][2880/3757] lr: 5.000e-05 eta: 1:06:17 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.1811 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6117 loss: 0.6117 2022/06/14 15:53:40 - mmengine - INFO - Epoch(train) [12][2900/3757] lr: 5.000e-05 eta: 1:06:11 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.1574 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5330 loss: 0.5330 2022/06/14 15:53:46 - mmengine - INFO - Epoch(train) [12][2920/3757] lr: 5.000e-05 eta: 1:06:04 time: 0.327 data_time: 0.002 memory: 15235 grad_norm: 5.3092 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6335 loss: 0.6335 2022/06/14 15:53:53 - mmengine - INFO - Epoch(train) [12][2940/3757] lr: 5.000e-05 eta: 1:05:57 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.1375 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7192 loss: 0.7192 2022/06/14 15:53:59 - mmengine - INFO - Epoch(train) [12][2960/3757] lr: 5.000e-05 eta: 1:05:51 time: 0.344 data_time: 0.015 memory: 15235 grad_norm: 5.6804 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6223 loss: 0.6223 2022/06/14 15:54:06 - mmengine - INFO - Epoch(train) [12][2980/3757] lr: 5.000e-05 eta: 1:05:44 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 6.2081 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5041 loss: 0.5041 2022/06/14 15:54:12 - mmengine - INFO - Epoch(train) [12][3000/3757] lr: 5.000e-05 eta: 1:05:38 time: 0.335 data_time: 0.009 memory: 15235 grad_norm: 5.4323 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3678 loss: 0.3678 2022/06/14 15:54:19 - mmengine - INFO - Epoch(train) [12][3020/3757] lr: 5.000e-05 eta: 1:05:31 time: 0.325 data_time: 0.011 memory: 15235 grad_norm: 5.5489 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6427 loss: 0.6427 2022/06/14 15:54:25 - mmengine - INFO - Epoch(train) [12][3040/3757] lr: 5.000e-05 eta: 1:05:25 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.6967 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4242 loss: 0.4242 2022/06/14 15:54:32 - mmengine - INFO - Epoch(train) [12][3060/3757] lr: 5.000e-05 eta: 1:05:18 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.2181 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4561 loss: 0.4561 2022/06/14 15:54:38 - mmengine - INFO - Epoch(train) [12][3080/3757] lr: 5.000e-05 eta: 1:05:12 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.1613 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8090 loss: 0.8090 2022/06/14 15:54:45 - mmengine - INFO - Epoch(train) [12][3100/3757] lr: 5.000e-05 eta: 1:05:05 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.4256 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4396 loss: 0.4396 2022/06/14 15:54:52 - mmengine - INFO - Epoch(train) [12][3120/3757] lr: 5.000e-05 eta: 1:04:59 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.4105 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7529 loss: 0.7529 2022/06/14 15:54:58 - mmengine - INFO - Epoch(train) [12][3140/3757] lr: 5.000e-05 eta: 1:04:52 time: 0.331 data_time: 0.003 memory: 15235 grad_norm: 4.7083 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5002 loss: 0.5002 2022/06/14 15:55:05 - mmengine - INFO - Epoch(train) [12][3160/3757] lr: 5.000e-05 eta: 1:04:45 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 3.8413 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7275 loss: 0.7275 2022/06/14 15:55:11 - mmengine - INFO - Epoch(train) [12][3180/3757] lr: 5.000e-05 eta: 1:04:39 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.7067 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6724 loss: 0.6724 2022/06/14 15:55:18 - mmengine - INFO - Epoch(train) [12][3200/3757] lr: 5.000e-05 eta: 1:04:32 time: 0.319 data_time: 0.037 memory: 15235 grad_norm: 5.2666 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8700 loss: 0.8700 2022/06/14 15:55:24 - mmengine - INFO - Epoch(train) [12][3220/3757] lr: 5.000e-05 eta: 1:04:26 time: 0.329 data_time: 0.002 memory: 15235 grad_norm: 3.9290 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7295 loss: 0.7295 2022/06/14 15:55:31 - mmengine - INFO - Epoch(train) [12][3240/3757] lr: 5.000e-05 eta: 1:04:19 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.4920 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4030 loss: 0.4030 2022/06/14 15:55:38 - mmengine - INFO - Epoch(train) [12][3260/3757] lr: 5.000e-05 eta: 1:04:13 time: 0.325 data_time: 0.016 memory: 15235 grad_norm: 6.7441 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5480 loss: 0.5480 2022/06/14 15:55:44 - mmengine - INFO - Epoch(train) [12][3280/3757] lr: 5.000e-05 eta: 1:04:06 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.8749 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5669 loss: 0.5669 2022/06/14 15:55:51 - mmengine - INFO - Epoch(train) [12][3300/3757] lr: 5.000e-05 eta: 1:04:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.8842 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6312 loss: 0.6312 2022/06/14 15:55:58 - mmengine - INFO - Epoch(train) [12][3320/3757] lr: 5.000e-05 eta: 1:03:53 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 4.8051 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6735 loss: 0.6735 2022/06/14 15:56:04 - mmengine - INFO - Epoch(train) [12][3340/3757] lr: 5.000e-05 eta: 1:03:47 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.1857 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6726 loss: 0.6726 2022/06/14 15:56:11 - mmengine - INFO - Epoch(train) [12][3360/3757] lr: 5.000e-05 eta: 1:03:40 time: 0.340 data_time: 0.010 memory: 15235 grad_norm: 4.7112 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6152 loss: 0.6152 2022/06/14 15:56:17 - mmengine - INFO - Epoch(train) [12][3380/3757] lr: 5.000e-05 eta: 1:03:34 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 7.8541 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.3712 loss: 0.3712 2022/06/14 15:56:24 - mmengine - INFO - Epoch(train) [12][3400/3757] lr: 5.000e-05 eta: 1:03:27 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 8.3214 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6066 loss: 0.6066 2022/06/14 15:56:30 - mmengine - INFO - Epoch(train) [12][3420/3757] lr: 5.000e-05 eta: 1:03:20 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.6962 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.3749 loss: 0.3749 2022/06/14 15:56:37 - mmengine - INFO - Epoch(train) [12][3440/3757] lr: 5.000e-05 eta: 1:03:14 time: 0.325 data_time: 0.023 memory: 15235 grad_norm: 5.3987 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8299 loss: 0.8299 2022/06/14 15:56:43 - mmengine - INFO - Epoch(train) [12][3460/3757] lr: 5.000e-05 eta: 1:03:07 time: 0.329 data_time: 0.008 memory: 15235 grad_norm: 6.1253 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4571 loss: 0.4571 2022/06/14 15:56:50 - mmengine - INFO - Epoch(train) [12][3480/3757] lr: 5.000e-05 eta: 1:03:01 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 3.9957 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5968 loss: 0.5968 2022/06/14 15:56:56 - mmengine - INFO - Epoch(train) [12][3500/3757] lr: 5.000e-05 eta: 1:02:54 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.3021 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6620 loss: 0.6620 2022/06/14 15:57:03 - mmengine - INFO - Epoch(train) [12][3520/3757] lr: 5.000e-05 eta: 1:02:48 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.7150 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4815 loss: 0.4815 2022/06/14 15:57:10 - mmengine - INFO - Epoch(train) [12][3540/3757] lr: 5.000e-05 eta: 1:02:41 time: 0.418 data_time: 0.016 memory: 15235 grad_norm: 5.4568 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6375 loss: 0.6375 2022/06/14 15:57:16 - mmengine - INFO - Epoch(train) [12][3560/3757] lr: 5.000e-05 eta: 1:02:35 time: 0.326 data_time: 0.044 memory: 15235 grad_norm: 5.3541 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6254 loss: 0.6254 2022/06/14 15:57:23 - mmengine - INFO - Epoch(train) [12][3580/3757] lr: 5.000e-05 eta: 1:02:28 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.4952 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8834 loss: 0.8834 2022/06/14 15:57:29 - mmengine - INFO - Epoch(train) [12][3600/3757] lr: 5.000e-05 eta: 1:02:22 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.8374 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4399 loss: 0.4399 2022/06/14 15:57:36 - mmengine - INFO - Epoch(train) [12][3620/3757] lr: 5.000e-05 eta: 1:02:15 time: 0.324 data_time: 0.017 memory: 15235 grad_norm: 4.1332 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7396 loss: 0.7396 2022/06/14 15:57:42 - mmengine - INFO - Epoch(train) [12][3640/3757] lr: 5.000e-05 eta: 1:02:08 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 7.1476 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6747 loss: 0.6747 2022/06/14 15:57:49 - mmengine - INFO - Epoch(train) [12][3660/3757] lr: 5.000e-05 eta: 1:02:02 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.5394 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3771 loss: 0.3771 2022/06/14 15:57:53 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:57:56 - mmengine - INFO - Epoch(train) [12][3680/3757] lr: 5.000e-05 eta: 1:01:55 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.7288 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8239 loss: 0.8239 2022/06/14 15:58:02 - mmengine - INFO - Epoch(train) [12][3700/3757] lr: 5.000e-05 eta: 1:01:49 time: 0.325 data_time: 0.020 memory: 15235 grad_norm: 6.1462 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6986 loss: 0.6986 2022/06/14 15:58:09 - mmengine - INFO - Epoch(train) [12][3720/3757] lr: 5.000e-05 eta: 1:01:42 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.7426 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4930 loss: 0.4930 2022/06/14 15:58:15 - mmengine - INFO - Epoch(train) [12][3740/3757] lr: 5.000e-05 eta: 1:01:36 time: 0.316 data_time: 0.005 memory: 15235 grad_norm: 5.3377 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7213 loss: 0.7213 2022/06/14 15:58:20 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 15:58:29 - mmengine - INFO - Epoch(val) [12][20/310] eta: 0:01:47 time: 0.115 data_time: 0.024 memory: 15235 2022/06/14 15:58:34 - mmengine - INFO - Epoch(val) [12][40/310] eta: 0:01:48 time: 0.094 data_time: 0.002 memory: 2470 2022/06/14 15:58:39 - mmengine - INFO - Epoch(val) [12][60/310] eta: 0:00:23 time: 0.093 data_time: 0.003 memory: 2470 2022/06/14 15:58:43 - mmengine - INFO - Epoch(val) [12][80/310] eta: 0:00:22 time: 0.104 data_time: 0.016 memory: 2470 2022/06/14 15:58:50 - mmengine - INFO - Epoch(val) [12][100/310] eta: 0:01:10 time: 0.087 data_time: 0.002 memory: 2470 2022/06/14 15:58:55 - mmengine - INFO - Epoch(val) [12][120/310] eta: 0:01:11 time: 0.103 data_time: 0.013 memory: 2470 2022/06/14 15:59:00 - mmengine - INFO - Epoch(val) [12][140/310] eta: 0:00:15 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 15:59:04 - mmengine - INFO - Epoch(val) [12][160/310] eta: 0:00:14 time: 0.087 data_time: 0.002 memory: 2470 2022/06/14 15:59:12 - mmengine - INFO - Epoch(val) [12][180/310] eta: 0:00:52 time: 0.094 data_time: 0.002 memory: 2470 2022/06/14 15:59:16 - mmengine - INFO - Epoch(val) [12][200/310] eta: 0:00:40 time: 0.092 data_time: 0.002 memory: 2470 2022/06/14 15:59:21 - mmengine - INFO - Epoch(val) [12][220/310] eta: 0:00:08 time: 0.105 data_time: 0.008 memory: 2470 2022/06/14 15:59:25 - mmengine - INFO - Epoch(val) [12][240/310] eta: 0:00:06 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 15:59:33 - mmengine - INFO - Epoch(val) [12][260/310] eta: 0:00:18 time: 0.098 data_time: 0.002 memory: 2470 2022/06/14 15:59:37 - mmengine - INFO - Epoch(val) [12][280/310] eta: 0:00:09 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 15:59:41 - mmengine - INFO - Epoch(val) [12][300/310] eta: 0:00:00 time: 0.083 data_time: 0.001 memory: 2470 2022/06/14 15:59:44 - mmengine - INFO - Epoch(val) [12][310/310] acc/top1: 0.7694 acc/top5: 0.9308 acc/mean1: 0.7693 2022/06/14 15:59:55 - mmengine - INFO - Epoch(train) [13][20/3757] lr: 5.000e-05 eta: 1:01:24 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 6.2449 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6125 loss: 0.6125 2022/06/14 16:00:01 - mmengine - INFO - Epoch(train) [13][40/3757] lr: 5.000e-05 eta: 1:01:17 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 6.4747 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8712 loss: 0.8712 2022/06/14 16:00:08 - mmengine - INFO - Epoch(train) [13][60/3757] lr: 5.000e-05 eta: 1:01:11 time: 0.331 data_time: 0.003 memory: 15235 grad_norm: 5.1573 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7056 loss: 0.7056 2022/06/14 16:00:15 - mmengine - INFO - Epoch(train) [13][80/3757] lr: 5.000e-05 eta: 1:01:04 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.4319 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7079 loss: 0.7079 2022/06/14 16:00:21 - mmengine - INFO - Epoch(train) [13][100/3757] lr: 5.000e-05 eta: 1:00:58 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 8.1996 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6367 loss: 0.6367 2022/06/14 16:00:28 - mmengine - INFO - Epoch(train) [13][120/3757] lr: 5.000e-05 eta: 1:00:51 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.7280 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5000 loss: 0.5000 2022/06/14 16:00:34 - mmengine - INFO - Epoch(train) [13][140/3757] lr: 5.000e-05 eta: 1:00:45 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 4.8063 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6734 loss: 0.6734 2022/06/14 16:00:41 - mmengine - INFO - Epoch(train) [13][160/3757] lr: 5.000e-05 eta: 1:00:38 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0798 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6676 loss: 0.6676 2022/06/14 16:00:47 - mmengine - INFO - Epoch(train) [13][180/3757] lr: 5.000e-05 eta: 1:00:32 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 5.0712 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7382 loss: 0.7382 2022/06/14 16:00:54 - mmengine - INFO - Epoch(train) [13][200/3757] lr: 5.000e-05 eta: 1:00:25 time: 0.329 data_time: 0.008 memory: 15235 grad_norm: 6.8841 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4576 loss: 0.4576 2022/06/14 16:01:00 - mmengine - INFO - Epoch(train) [13][220/3757] lr: 5.000e-05 eta: 1:00:19 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.4077 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5445 loss: 0.5445 2022/06/14 16:01:07 - mmengine - INFO - Epoch(train) [13][240/3757] lr: 5.000e-05 eta: 1:00:12 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.6963 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6485 loss: 0.6485 2022/06/14 16:01:13 - mmengine - INFO - Epoch(train) [13][260/3757] lr: 5.000e-05 eta: 1:00:05 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.1560 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4071 loss: 0.4071 2022/06/14 16:01:20 - mmengine - INFO - Epoch(train) [13][280/3757] lr: 5.000e-05 eta: 0:59:59 time: 0.360 data_time: 0.008 memory: 15235 grad_norm: 3.5562 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8410 loss: 0.8410 2022/06/14 16:01:27 - mmengine - INFO - Epoch(train) [13][300/3757] lr: 5.000e-05 eta: 0:59:52 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7598 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6419 loss: 0.6419 2022/06/14 16:01:33 - mmengine - INFO - Epoch(train) [13][320/3757] lr: 5.000e-05 eta: 0:59:46 time: 0.326 data_time: 0.008 memory: 15235 grad_norm: 5.0517 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7393 loss: 0.7393 2022/06/14 16:01:40 - mmengine - INFO - Epoch(train) [13][340/3757] lr: 5.000e-05 eta: 0:59:39 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.0808 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4040 loss: 0.4040 2022/06/14 16:01:46 - mmengine - INFO - Epoch(train) [13][360/3757] lr: 5.000e-05 eta: 0:59:33 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 7.2357 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7284 loss: 0.7284 2022/06/14 16:01:53 - mmengine - INFO - Epoch(train) [13][380/3757] lr: 5.000e-05 eta: 0:59:26 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.0018 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5743 loss: 0.5743 2022/06/14 16:01:59 - mmengine - INFO - Epoch(train) [13][400/3757] lr: 5.000e-05 eta: 0:59:20 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 6.0459 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7989 loss: 0.7989 2022/06/14 16:02:06 - mmengine - INFO - Epoch(train) [13][420/3757] lr: 5.000e-05 eta: 0:59:13 time: 0.330 data_time: 0.005 memory: 15235 grad_norm: 5.2245 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6460 loss: 0.6460 2022/06/14 16:02:12 - mmengine - INFO - Epoch(train) [13][440/3757] lr: 5.000e-05 eta: 0:59:07 time: 0.335 data_time: 0.007 memory: 15235 grad_norm: 6.0321 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4118 loss: 0.4118 2022/06/14 16:02:19 - mmengine - INFO - Epoch(train) [13][460/3757] lr: 5.000e-05 eta: 0:59:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.5625 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6637 loss: 0.6637 2022/06/14 16:02:26 - mmengine - INFO - Epoch(train) [13][480/3757] lr: 5.000e-05 eta: 0:58:53 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.0382 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6467 loss: 0.6467 2022/06/14 16:02:32 - mmengine - INFO - Epoch(train) [13][500/3757] lr: 5.000e-05 eta: 0:58:47 time: 0.328 data_time: 0.003 memory: 15235 grad_norm: 6.4292 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5306 loss: 0.5306 2022/06/14 16:02:39 - mmengine - INFO - Epoch(train) [13][520/3757] lr: 5.000e-05 eta: 0:58:40 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 6.6529 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6677 loss: 0.6677 2022/06/14 16:02:45 - mmengine - INFO - Epoch(train) [13][540/3757] lr: 5.000e-05 eta: 0:58:34 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 6.5073 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5972 loss: 0.5972 2022/06/14 16:02:52 - mmengine - INFO - Epoch(train) [13][560/3757] lr: 5.000e-05 eta: 0:58:27 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.0821 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4889 loss: 0.4889 2022/06/14 16:02:58 - mmengine - INFO - Epoch(train) [13][580/3757] lr: 5.000e-05 eta: 0:58:21 time: 0.319 data_time: 0.009 memory: 15235 grad_norm: 3.4729 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6320 loss: 0.6320 2022/06/14 16:03:05 - mmengine - INFO - Epoch(train) [13][600/3757] lr: 5.000e-05 eta: 0:58:14 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4832 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7513 loss: 0.7513 2022/06/14 16:03:11 - mmengine - INFO - Epoch(train) [13][620/3757] lr: 5.000e-05 eta: 0:58:08 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 6.0337 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4900 loss: 0.4900 2022/06/14 16:03:18 - mmengine - INFO - Epoch(train) [13][640/3757] lr: 5.000e-05 eta: 0:58:01 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.2295 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4322 loss: 0.4322 2022/06/14 16:03:24 - mmengine - INFO - Epoch(train) [13][660/3757] lr: 5.000e-05 eta: 0:57:54 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 5.5684 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4649 loss: 0.4649 2022/06/14 16:03:31 - mmengine - INFO - Epoch(train) [13][680/3757] lr: 5.000e-05 eta: 0:57:48 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.3915 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6966 loss: 0.6966 2022/06/14 16:03:37 - mmengine - INFO - Epoch(train) [13][700/3757] lr: 5.000e-05 eta: 0:57:41 time: 0.324 data_time: 0.017 memory: 15235 grad_norm: 5.4199 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0596 loss: 1.0596 2022/06/14 16:03:44 - mmengine - INFO - Epoch(train) [13][720/3757] lr: 5.000e-05 eta: 0:57:35 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 6.2439 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5754 loss: 0.5754 2022/06/14 16:03:51 - mmengine - INFO - Epoch(train) [13][740/3757] lr: 5.000e-05 eta: 0:57:28 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 5.0668 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4958 loss: 0.4958 2022/06/14 16:03:57 - mmengine - INFO - Epoch(train) [13][760/3757] lr: 5.000e-05 eta: 0:57:22 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0146 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4670 loss: 0.4670 2022/06/14 16:04:04 - mmengine - INFO - Epoch(train) [13][780/3757] lr: 5.000e-05 eta: 0:57:15 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 6.4434 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6105 loss: 0.6105 2022/06/14 16:04:10 - mmengine - INFO - Epoch(train) [13][800/3757] lr: 5.000e-05 eta: 0:57:09 time: 0.344 data_time: 0.019 memory: 15235 grad_norm: 4.0355 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4701 loss: 0.4701 2022/06/14 16:04:17 - mmengine - INFO - Epoch(train) [13][820/3757] lr: 5.000e-05 eta: 0:57:02 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.1858 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4760 loss: 0.4760 2022/06/14 16:04:23 - mmengine - INFO - Epoch(train) [13][840/3757] lr: 5.000e-05 eta: 0:56:56 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.5197 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6572 loss: 0.6572 2022/06/14 16:04:30 - mmengine - INFO - Epoch(train) [13][860/3757] lr: 5.000e-05 eta: 0:56:49 time: 0.323 data_time: 0.021 memory: 15235 grad_norm: 5.7398 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9894 loss: 0.9894 2022/06/14 16:04:37 - mmengine - INFO - Epoch(train) [13][880/3757] lr: 5.000e-05 eta: 0:56:42 time: 0.334 data_time: 0.009 memory: 15235 grad_norm: 5.5729 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5316 loss: 0.5316 2022/06/14 16:04:43 - mmengine - INFO - Epoch(train) [13][900/3757] lr: 5.000e-05 eta: 0:56:36 time: 0.328 data_time: 0.025 memory: 15235 grad_norm: 4.5772 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5275 loss: 0.5275 2022/06/14 16:04:48 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:04:50 - mmengine - INFO - Epoch(train) [13][920/3757] lr: 5.000e-05 eta: 0:56:29 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1155 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5785 loss: 0.5785 2022/06/14 16:04:56 - mmengine - INFO - Epoch(train) [13][940/3757] lr: 5.000e-05 eta: 0:56:23 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.4194 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5313 loss: 0.5313 2022/06/14 16:05:03 - mmengine - INFO - Epoch(train) [13][960/3757] lr: 5.000e-05 eta: 0:56:16 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.2590 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4860 loss: 0.4860 2022/06/14 16:05:09 - mmengine - INFO - Epoch(train) [13][980/3757] lr: 5.000e-05 eta: 0:56:10 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.3143 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5420 loss: 0.5420 2022/06/14 16:05:16 - mmengine - INFO - Epoch(train) [13][1000/3757] lr: 5.000e-05 eta: 0:56:03 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.5672 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3722 loss: 0.3722 2022/06/14 16:05:23 - mmengine - INFO - Epoch(train) [13][1020/3757] lr: 5.000e-05 eta: 0:55:57 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.8226 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4727 loss: 0.4727 2022/06/14 16:05:29 - mmengine - INFO - Epoch(train) [13][1040/3757] lr: 5.000e-05 eta: 0:55:50 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.7053 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6649 loss: 0.6649 2022/06/14 16:05:36 - mmengine - INFO - Epoch(train) [13][1060/3757] lr: 5.000e-05 eta: 0:55:43 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 7.4294 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6032 loss: 0.6032 2022/06/14 16:05:42 - mmengine - INFO - Epoch(train) [13][1080/3757] lr: 5.000e-05 eta: 0:55:37 time: 0.326 data_time: 0.017 memory: 15235 grad_norm: 5.1195 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5676 loss: 0.5676 2022/06/14 16:05:49 - mmengine - INFO - Epoch(train) [13][1100/3757] lr: 5.000e-05 eta: 0:55:30 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.9151 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5049 loss: 0.5049 2022/06/14 16:05:55 - mmengine - INFO - Epoch(train) [13][1120/3757] lr: 5.000e-05 eta: 0:55:24 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.4321 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4820 loss: 0.4820 2022/06/14 16:06:02 - mmengine - INFO - Epoch(train) [13][1140/3757] lr: 5.000e-05 eta: 0:55:17 time: 0.334 data_time: 0.048 memory: 15235 grad_norm: 5.7788 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6971 loss: 0.6971 2022/06/14 16:06:08 - mmengine - INFO - Epoch(train) [13][1160/3757] lr: 5.000e-05 eta: 0:55:11 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 4.8892 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9361 loss: 0.9361 2022/06/14 16:06:15 - mmengine - INFO - Epoch(train) [13][1180/3757] lr: 5.000e-05 eta: 0:55:04 time: 0.336 data_time: 0.006 memory: 15235 grad_norm: 5.3010 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6572 loss: 0.6572 2022/06/14 16:06:21 - mmengine - INFO - Epoch(train) [13][1200/3757] lr: 5.000e-05 eta: 0:54:58 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 3.7573 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6914 loss: 0.6914 2022/06/14 16:06:28 - mmengine - INFO - Epoch(train) [13][1220/3757] lr: 5.000e-05 eta: 0:54:51 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 3.6450 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3337 loss: 0.3337 2022/06/14 16:06:35 - mmengine - INFO - Epoch(train) [13][1240/3757] lr: 5.000e-05 eta: 0:54:45 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.8162 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4513 loss: 0.4513 2022/06/14 16:06:41 - mmengine - INFO - Epoch(train) [13][1260/3757] lr: 5.000e-05 eta: 0:54:38 time: 0.327 data_time: 0.003 memory: 15235 grad_norm: 5.3949 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6231 loss: 0.6231 2022/06/14 16:06:48 - mmengine - INFO - Epoch(train) [13][1280/3757] lr: 5.000e-05 eta: 0:54:31 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.3533 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4499 loss: 0.4499 2022/06/14 16:06:54 - mmengine - INFO - Epoch(train) [13][1300/3757] lr: 5.000e-05 eta: 0:54:25 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 6.3112 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5948 loss: 0.5948 2022/06/14 16:07:01 - mmengine - INFO - Epoch(train) [13][1320/3757] lr: 5.000e-05 eta: 0:54:18 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5521 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7846 loss: 0.7846 2022/06/14 16:07:07 - mmengine - INFO - Epoch(train) [13][1340/3757] lr: 5.000e-05 eta: 0:54:12 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 4.2321 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6450 loss: 0.6450 2022/06/14 16:07:14 - mmengine - INFO - Epoch(train) [13][1360/3757] lr: 5.000e-05 eta: 0:54:05 time: 0.332 data_time: 0.010 memory: 15235 grad_norm: 5.7041 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5361 loss: 0.5361 2022/06/14 16:07:20 - mmengine - INFO - Epoch(train) [13][1380/3757] lr: 5.000e-05 eta: 0:53:59 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.2782 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7753 loss: 0.7753 2022/06/14 16:07:27 - mmengine - INFO - Epoch(train) [13][1400/3757] lr: 5.000e-05 eta: 0:53:52 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.1389 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6695 loss: 0.6695 2022/06/14 16:07:33 - mmengine - INFO - Epoch(train) [13][1420/3757] lr: 5.000e-05 eta: 0:53:46 time: 0.325 data_time: 0.010 memory: 15235 grad_norm: 3.7632 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7063 loss: 0.7063 2022/06/14 16:07:40 - mmengine - INFO - Epoch(train) [13][1440/3757] lr: 5.000e-05 eta: 0:53:39 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 5.8845 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4738 loss: 0.4738 2022/06/14 16:07:46 - mmengine - INFO - Epoch(train) [13][1460/3757] lr: 5.000e-05 eta: 0:53:32 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.6781 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7737 loss: 0.7737 2022/06/14 16:07:53 - mmengine - INFO - Epoch(train) [13][1480/3757] lr: 5.000e-05 eta: 0:53:26 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.5057 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8700 loss: 0.8700 2022/06/14 16:08:00 - mmengine - INFO - Epoch(train) [13][1500/3757] lr: 5.000e-05 eta: 0:53:19 time: 0.335 data_time: 0.003 memory: 15235 grad_norm: 3.4471 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3869 loss: 0.3869 2022/06/14 16:08:06 - mmengine - INFO - Epoch(train) [13][1520/3757] lr: 5.000e-05 eta: 0:53:13 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.4805 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3255 loss: 0.3255 2022/06/14 16:08:13 - mmengine - INFO - Epoch(train) [13][1540/3757] lr: 5.000e-05 eta: 0:53:06 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 4.6324 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7226 loss: 0.7226 2022/06/14 16:08:19 - mmengine - INFO - Epoch(train) [13][1560/3757] lr: 5.000e-05 eta: 0:53:00 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.4364 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4250 loss: 0.4250 2022/06/14 16:08:26 - mmengine - INFO - Epoch(train) [13][1580/3757] lr: 5.000e-05 eta: 0:52:53 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.6867 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6605 loss: 0.6605 2022/06/14 16:08:33 - mmengine - INFO - Epoch(train) [13][1600/3757] lr: 5.000e-05 eta: 0:52:47 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.5353 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6641 loss: 0.6641 2022/06/14 16:08:39 - mmengine - INFO - Epoch(train) [13][1620/3757] lr: 5.000e-05 eta: 0:52:40 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 4.2101 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6813 loss: 0.6813 2022/06/14 16:08:46 - mmengine - INFO - Epoch(train) [13][1640/3757] lr: 5.000e-05 eta: 0:52:34 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.3150 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4313 loss: 0.4313 2022/06/14 16:08:52 - mmengine - INFO - Epoch(train) [13][1660/3757] lr: 5.000e-05 eta: 0:52:27 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 3.2642 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3849 loss: 0.3849 2022/06/14 16:08:59 - mmengine - INFO - Epoch(train) [13][1680/3757] lr: 5.000e-05 eta: 0:52:20 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 6.0826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.5988 loss: 0.5988 2022/06/14 16:09:06 - mmengine - INFO - Epoch(train) [13][1700/3757] lr: 5.000e-05 eta: 0:52:14 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.1857 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6389 loss: 0.6389 2022/06/14 16:09:12 - mmengine - INFO - Epoch(train) [13][1720/3757] lr: 5.000e-05 eta: 0:52:07 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 3.9130 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3905 loss: 0.3905 2022/06/14 16:09:19 - mmengine - INFO - Epoch(train) [13][1740/3757] lr: 5.000e-05 eta: 0:52:01 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.1536 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.6029 loss: 0.6029 2022/06/14 16:09:25 - mmengine - INFO - Epoch(train) [13][1760/3757] lr: 5.000e-05 eta: 0:51:54 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.7625 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5962 loss: 0.5962 2022/06/14 16:09:32 - mmengine - INFO - Epoch(train) [13][1780/3757] lr: 5.000e-05 eta: 0:51:48 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.9126 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5552 loss: 0.5552 2022/06/14 16:09:38 - mmengine - INFO - Epoch(train) [13][1800/3757] lr: 5.000e-05 eta: 0:51:41 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.5452 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5192 loss: 0.5192 2022/06/14 16:09:45 - mmengine - INFO - Epoch(train) [13][1820/3757] lr: 5.000e-05 eta: 0:51:35 time: 0.327 data_time: 0.041 memory: 15235 grad_norm: 5.4264 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5846 loss: 0.5846 2022/06/14 16:09:52 - mmengine - INFO - Epoch(train) [13][1840/3757] lr: 5.000e-05 eta: 0:51:28 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.2663 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.5919 loss: 0.5919 2022/06/14 16:09:58 - mmengine - INFO - Epoch(train) [13][1860/3757] lr: 5.000e-05 eta: 0:51:22 time: 0.336 data_time: 0.007 memory: 15235 grad_norm: 5.5880 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0130 loss: 1.0130 2022/06/14 16:10:05 - mmengine - INFO - Epoch(train) [13][1880/3757] lr: 5.000e-05 eta: 0:51:15 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.8715 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4905 loss: 0.4905 2022/06/14 16:10:11 - mmengine - INFO - Epoch(train) [13][1900/3757] lr: 5.000e-05 eta: 0:51:08 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.5929 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6475 loss: 0.6475 2022/06/14 16:10:17 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:10:18 - mmengine - INFO - Epoch(train) [13][1920/3757] lr: 5.000e-05 eta: 0:51:02 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.8718 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5102 loss: 0.5102 2022/06/14 16:10:25 - mmengine - INFO - Epoch(train) [13][1940/3757] lr: 5.000e-05 eta: 0:50:55 time: 0.327 data_time: 0.020 memory: 15235 grad_norm: 5.7243 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7584 loss: 0.7584 2022/06/14 16:10:31 - mmengine - INFO - Epoch(train) [13][1960/3757] lr: 5.000e-05 eta: 0:50:49 time: 0.330 data_time: 0.042 memory: 15235 grad_norm: 5.9268 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7455 loss: 0.7455 2022/06/14 16:10:38 - mmengine - INFO - Epoch(train) [13][1980/3757] lr: 5.000e-05 eta: 0:50:42 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.1222 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5501 loss: 0.5501 2022/06/14 16:10:44 - mmengine - INFO - Epoch(train) [13][2000/3757] lr: 5.000e-05 eta: 0:50:36 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.7728 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5504 loss: 0.5504 2022/06/14 16:10:51 - mmengine - INFO - Epoch(train) [13][2020/3757] lr: 5.000e-05 eta: 0:50:29 time: 0.363 data_time: 0.021 memory: 15235 grad_norm: 5.0579 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4548 loss: 0.4548 2022/06/14 16:10:57 - mmengine - INFO - Epoch(train) [13][2040/3757] lr: 5.000e-05 eta: 0:50:23 time: 0.328 data_time: 0.030 memory: 15235 grad_norm: 5.1659 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5769 loss: 0.5769 2022/06/14 16:11:04 - mmengine - INFO - Epoch(train) [13][2060/3757] lr: 5.000e-05 eta: 0:50:16 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 5.8663 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.5631 loss: 0.5631 2022/06/14 16:11:11 - mmengine - INFO - Epoch(train) [13][2080/3757] lr: 5.000e-05 eta: 0:50:10 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 5.2321 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8913 loss: 0.8913 2022/06/14 16:11:17 - mmengine - INFO - Epoch(train) [13][2100/3757] lr: 5.000e-05 eta: 0:50:03 time: 0.321 data_time: 0.016 memory: 15235 grad_norm: 5.2251 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6719 loss: 0.6719 2022/06/14 16:11:24 - mmengine - INFO - Epoch(train) [13][2120/3757] lr: 5.000e-05 eta: 0:49:56 time: 0.319 data_time: 0.043 memory: 15235 grad_norm: 6.1247 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6387 loss: 0.6387 2022/06/14 16:11:30 - mmengine - INFO - Epoch(train) [13][2140/3757] lr: 5.000e-05 eta: 0:49:50 time: 0.325 data_time: 0.011 memory: 15235 grad_norm: 4.5358 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6214 loss: 0.6214 2022/06/14 16:11:37 - mmengine - INFO - Epoch(train) [13][2160/3757] lr: 5.000e-05 eta: 0:49:43 time: 0.319 data_time: 0.016 memory: 15235 grad_norm: 4.3315 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5044 loss: 0.5044 2022/06/14 16:11:43 - mmengine - INFO - Epoch(train) [13][2180/3757] lr: 5.000e-05 eta: 0:49:37 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7855 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8244 loss: 0.8244 2022/06/14 16:11:50 - mmengine - INFO - Epoch(train) [13][2200/3757] lr: 5.000e-05 eta: 0:49:30 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0764 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5861 loss: 0.5861 2022/06/14 16:11:56 - mmengine - INFO - Epoch(train) [13][2220/3757] lr: 5.000e-05 eta: 0:49:24 time: 0.318 data_time: 0.009 memory: 15235 grad_norm: 5.5005 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6058 loss: 0.6058 2022/06/14 16:12:03 - mmengine - INFO - Epoch(train) [13][2240/3757] lr: 5.000e-05 eta: 0:49:17 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7270 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7548 loss: 0.7548 2022/06/14 16:12:09 - mmengine - INFO - Epoch(train) [13][2260/3757] lr: 5.000e-05 eta: 0:49:11 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 3.7882 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6564 loss: 0.6564 2022/06/14 16:12:16 - mmengine - INFO - Epoch(train) [13][2280/3757] lr: 5.000e-05 eta: 0:49:04 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.2683 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.5356 loss: 0.5356 2022/06/14 16:12:23 - mmengine - INFO - Epoch(train) [13][2300/3757] lr: 5.000e-05 eta: 0:48:58 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.3179 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6615 loss: 0.6615 2022/06/14 16:12:29 - mmengine - INFO - Epoch(train) [13][2320/3757] lr: 5.000e-05 eta: 0:48:51 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.9640 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5736 loss: 0.5736 2022/06/14 16:12:36 - mmengine - INFO - Epoch(train) [13][2340/3757] lr: 5.000e-05 eta: 0:48:44 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.4047 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4901 loss: 0.4901 2022/06/14 16:12:42 - mmengine - INFO - Epoch(train) [13][2360/3757] lr: 5.000e-05 eta: 0:48:38 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.6270 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7283 loss: 0.7283 2022/06/14 16:12:49 - mmengine - INFO - Epoch(train) [13][2380/3757] lr: 5.000e-05 eta: 0:48:31 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 6.2233 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4858 loss: 0.4858 2022/06/14 16:12:55 - mmengine - INFO - Epoch(train) [13][2400/3757] lr: 5.000e-05 eta: 0:48:25 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.3047 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5978 loss: 0.5978 2022/06/14 16:13:02 - mmengine - INFO - Epoch(train) [13][2420/3757] lr: 5.000e-05 eta: 0:48:18 time: 0.330 data_time: 0.009 memory: 15235 grad_norm: 5.5329 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5139 loss: 0.5139 2022/06/14 16:13:09 - mmengine - INFO - Epoch(train) [13][2440/3757] lr: 5.000e-05 eta: 0:48:12 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.9802 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5266 loss: 0.5266 2022/06/14 16:13:15 - mmengine - INFO - Epoch(train) [13][2460/3757] lr: 5.000e-05 eta: 0:48:05 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 4.8171 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6169 loss: 0.6169 2022/06/14 16:13:22 - mmengine - INFO - Epoch(train) [13][2480/3757] lr: 5.000e-05 eta: 0:47:59 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.7620 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6371 loss: 0.6371 2022/06/14 16:13:28 - mmengine - INFO - Epoch(train) [13][2500/3757] lr: 5.000e-05 eta: 0:47:52 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.4978 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4163 loss: 0.4163 2022/06/14 16:13:35 - mmengine - INFO - Epoch(train) [13][2520/3757] lr: 5.000e-05 eta: 0:47:45 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.7477 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5692 loss: 0.5692 2022/06/14 16:13:41 - mmengine - INFO - Epoch(train) [13][2540/3757] lr: 5.000e-05 eta: 0:47:39 time: 0.366 data_time: 0.023 memory: 15235 grad_norm: 5.9200 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7277 loss: 0.7277 2022/06/14 16:13:48 - mmengine - INFO - Epoch(train) [13][2560/3757] lr: 5.000e-05 eta: 0:47:32 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.8112 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7999 loss: 0.7999 2022/06/14 16:13:54 - mmengine - INFO - Epoch(train) [13][2580/3757] lr: 5.000e-05 eta: 0:47:26 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 4.1869 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6184 loss: 0.6184 2022/06/14 16:14:01 - mmengine - INFO - Epoch(train) [13][2600/3757] lr: 5.000e-05 eta: 0:47:19 time: 0.340 data_time: 0.006 memory: 15235 grad_norm: 4.9632 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7322 loss: 0.7322 2022/06/14 16:14:08 - mmengine - INFO - Epoch(train) [13][2620/3757] lr: 5.000e-05 eta: 0:47:13 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 4.5202 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6793 loss: 0.6793 2022/06/14 16:14:14 - mmengine - INFO - Epoch(train) [13][2640/3757] lr: 5.000e-05 eta: 0:47:06 time: 0.324 data_time: 0.010 memory: 15235 grad_norm: 4.9389 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4753 loss: 0.4753 2022/06/14 16:14:21 - mmengine - INFO - Epoch(train) [13][2660/3757] lr: 5.000e-05 eta: 0:47:00 time: 0.322 data_time: 0.034 memory: 15235 grad_norm: 4.6084 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5973 loss: 0.5973 2022/06/14 16:14:27 - mmengine - INFO - Epoch(train) [13][2680/3757] lr: 5.000e-05 eta: 0:46:53 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0373 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4324 loss: 0.4324 2022/06/14 16:14:34 - mmengine - INFO - Epoch(train) [13][2700/3757] lr: 5.000e-05 eta: 0:46:47 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 3.8574 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7169 loss: 0.7169 2022/06/14 16:14:40 - mmengine - INFO - Epoch(train) [13][2720/3757] lr: 5.000e-05 eta: 0:46:40 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.4050 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7041 loss: 0.7041 2022/06/14 16:14:47 - mmengine - INFO - Epoch(train) [13][2740/3757] lr: 5.000e-05 eta: 0:46:33 time: 0.325 data_time: 0.022 memory: 15235 grad_norm: 5.6931 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6075 loss: 0.6075 2022/06/14 16:14:53 - mmengine - INFO - Epoch(train) [13][2760/3757] lr: 5.000e-05 eta: 0:46:27 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.9249 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7030 loss: 0.7030 2022/06/14 16:15:00 - mmengine - INFO - Epoch(train) [13][2780/3757] lr: 5.000e-05 eta: 0:46:20 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.3351 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5680 loss: 0.5680 2022/06/14 16:15:07 - mmengine - INFO - Epoch(train) [13][2800/3757] lr: 5.000e-05 eta: 0:46:14 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.6345 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3914 loss: 0.3914 2022/06/14 16:15:13 - mmengine - INFO - Epoch(train) [13][2820/3757] lr: 5.000e-05 eta: 0:46:07 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 5.5042 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6783 loss: 0.6783 2022/06/14 16:15:20 - mmengine - INFO - Epoch(train) [13][2840/3757] lr: 5.000e-05 eta: 0:46:01 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 5.1946 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8338 loss: 0.8338 2022/06/14 16:15:26 - mmengine - INFO - Epoch(train) [13][2860/3757] lr: 5.000e-05 eta: 0:45:54 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.1979 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6330 loss: 0.6330 2022/06/14 16:15:33 - mmengine - INFO - Epoch(train) [13][2880/3757] lr: 5.000e-05 eta: 0:45:48 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.9546 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5870 loss: 0.5870 2022/06/14 16:15:39 - mmengine - INFO - Epoch(train) [13][2900/3757] lr: 5.000e-05 eta: 0:45:41 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 5.4923 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4884 loss: 0.4884 2022/06/14 16:15:45 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:15:46 - mmengine - INFO - Epoch(train) [13][2920/3757] lr: 5.000e-05 eta: 0:45:34 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 6.2864 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7098 loss: 0.7098 2022/06/14 16:15:52 - mmengine - INFO - Epoch(train) [13][2940/3757] lr: 5.000e-05 eta: 0:45:28 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.7497 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3507 loss: 0.3507 2022/06/14 16:15:59 - mmengine - INFO - Epoch(train) [13][2960/3757] lr: 5.000e-05 eta: 0:45:21 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.6535 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3745 loss: 0.3745 2022/06/14 16:16:06 - mmengine - INFO - Epoch(train) [13][2980/3757] lr: 5.000e-05 eta: 0:45:15 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.3275 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7507 loss: 0.7507 2022/06/14 16:16:12 - mmengine - INFO - Epoch(train) [13][3000/3757] lr: 5.000e-05 eta: 0:45:08 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 3.9469 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5495 loss: 0.5495 2022/06/14 16:16:19 - mmengine - INFO - Epoch(train) [13][3020/3757] lr: 5.000e-05 eta: 0:45:02 time: 0.325 data_time: 0.008 memory: 15235 grad_norm: 5.5717 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5420 loss: 0.5420 2022/06/14 16:16:25 - mmengine - INFO - Epoch(train) [13][3040/3757] lr: 5.000e-05 eta: 0:44:55 time: 0.328 data_time: 0.003 memory: 15235 grad_norm: 5.8041 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8292 loss: 0.8292 2022/06/14 16:16:32 - mmengine - INFO - Epoch(train) [13][3060/3757] lr: 5.000e-05 eta: 0:44:49 time: 0.329 data_time: 0.008 memory: 15235 grad_norm: 4.6026 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4341 loss: 0.4341 2022/06/14 16:16:38 - mmengine - INFO - Epoch(train) [13][3080/3757] lr: 5.000e-05 eta: 0:44:42 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 4.9888 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4297 loss: 0.4297 2022/06/14 16:16:45 - mmengine - INFO - Epoch(train) [13][3100/3757] lr: 5.000e-05 eta: 0:44:36 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.2304 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4687 loss: 0.4687 2022/06/14 16:16:51 - mmengine - INFO - Epoch(train) [13][3120/3757] lr: 5.000e-05 eta: 0:44:29 time: 0.337 data_time: 0.006 memory: 15235 grad_norm: 6.4108 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6378 loss: 0.6378 2022/06/14 16:16:58 - mmengine - INFO - Epoch(train) [13][3140/3757] lr: 5.000e-05 eta: 0:44:22 time: 0.326 data_time: 0.044 memory: 15235 grad_norm: 5.2891 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5443 loss: 0.5443 2022/06/14 16:17:05 - mmengine - INFO - Epoch(train) [13][3160/3757] lr: 5.000e-05 eta: 0:44:16 time: 0.328 data_time: 0.045 memory: 15235 grad_norm: 4.6848 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5012 loss: 0.5012 2022/06/14 16:17:11 - mmengine - INFO - Epoch(train) [13][3180/3757] lr: 5.000e-05 eta: 0:44:09 time: 0.328 data_time: 0.003 memory: 15235 grad_norm: 6.8591 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8375 loss: 0.8375 2022/06/14 16:17:18 - mmengine - INFO - Epoch(train) [13][3200/3757] lr: 5.000e-05 eta: 0:44:03 time: 0.348 data_time: 0.006 memory: 15235 grad_norm: 6.3861 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7342 loss: 0.7342 2022/06/14 16:17:24 - mmengine - INFO - Epoch(train) [13][3220/3757] lr: 5.000e-05 eta: 0:43:56 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 5.4965 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5716 loss: 0.5716 2022/06/14 16:17:31 - mmengine - INFO - Epoch(train) [13][3240/3757] lr: 5.000e-05 eta: 0:43:50 time: 0.323 data_time: 0.016 memory: 15235 grad_norm: 4.3692 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5521 loss: 0.5521 2022/06/14 16:17:37 - mmengine - INFO - Epoch(train) [13][3260/3757] lr: 5.000e-05 eta: 0:43:43 time: 0.332 data_time: 0.009 memory: 15235 grad_norm: 5.6712 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4030 loss: 0.4030 2022/06/14 16:17:44 - mmengine - INFO - Epoch(train) [13][3280/3757] lr: 5.000e-05 eta: 0:43:37 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.2340 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5079 loss: 0.5079 2022/06/14 16:17:50 - mmengine - INFO - Epoch(train) [13][3300/3757] lr: 5.000e-05 eta: 0:43:30 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.9379 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6702 loss: 0.6702 2022/06/14 16:17:57 - mmengine - INFO - Epoch(train) [13][3320/3757] lr: 5.000e-05 eta: 0:43:23 time: 0.334 data_time: 0.006 memory: 15235 grad_norm: 5.0507 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.4880 loss: 0.4880 2022/06/14 16:18:04 - mmengine - INFO - Epoch(train) [13][3340/3757] lr: 5.000e-05 eta: 0:43:17 time: 0.338 data_time: 0.007 memory: 15235 grad_norm: 5.8074 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5967 loss: 0.5967 2022/06/14 16:18:10 - mmengine - INFO - Epoch(train) [13][3360/3757] lr: 5.000e-05 eta: 0:43:10 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1627 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4571 loss: 0.4571 2022/06/14 16:18:17 - mmengine - INFO - Epoch(train) [13][3380/3757] lr: 5.000e-05 eta: 0:43:04 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 4.3305 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7754 loss: 0.7754 2022/06/14 16:18:23 - mmengine - INFO - Epoch(train) [13][3400/3757] lr: 5.000e-05 eta: 0:42:57 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.2297 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5417 loss: 0.5417 2022/06/14 16:18:30 - mmengine - INFO - Epoch(train) [13][3420/3757] lr: 5.000e-05 eta: 0:42:51 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.1342 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5352 loss: 0.5352 2022/06/14 16:18:36 - mmengine - INFO - Epoch(train) [13][3440/3757] lr: 5.000e-05 eta: 0:42:44 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 4.7676 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5591 loss: 0.5591 2022/06/14 16:18:43 - mmengine - INFO - Epoch(train) [13][3460/3757] lr: 5.000e-05 eta: 0:42:38 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8712 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6236 loss: 0.6236 2022/06/14 16:18:50 - mmengine - INFO - Epoch(train) [13][3480/3757] lr: 5.000e-05 eta: 0:42:31 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 5.0254 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5668 loss: 0.5668 2022/06/14 16:18:56 - mmengine - INFO - Epoch(train) [13][3500/3757] lr: 5.000e-05 eta: 0:42:25 time: 0.319 data_time: 0.027 memory: 15235 grad_norm: 5.0145 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5937 loss: 0.5937 2022/06/14 16:19:03 - mmengine - INFO - Epoch(train) [13][3520/3757] lr: 5.000e-05 eta: 0:42:18 time: 0.325 data_time: 0.004 memory: 15235 grad_norm: 5.2383 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5063 loss: 0.5063 2022/06/14 16:19:09 - mmengine - INFO - Epoch(train) [13][3540/3757] lr: 5.000e-05 eta: 0:42:11 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 4.3297 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7276 loss: 0.7276 2022/06/14 16:19:16 - mmengine - INFO - Epoch(train) [13][3560/3757] lr: 5.000e-05 eta: 0:42:05 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.8211 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5075 loss: 0.5075 2022/06/14 16:19:22 - mmengine - INFO - Epoch(train) [13][3580/3757] lr: 5.000e-05 eta: 0:41:58 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 4.7655 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5328 loss: 0.5328 2022/06/14 16:19:29 - mmengine - INFO - Epoch(train) [13][3600/3757] lr: 5.000e-05 eta: 0:41:52 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 6.4592 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7721 loss: 0.7721 2022/06/14 16:19:36 - mmengine - INFO - Epoch(train) [13][3620/3757] lr: 5.000e-05 eta: 0:41:45 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.1388 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5672 loss: 0.5672 2022/06/14 16:19:42 - mmengine - INFO - Epoch(train) [13][3640/3757] lr: 5.000e-05 eta: 0:41:39 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.6652 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5027 loss: 0.5027 2022/06/14 16:19:49 - mmengine - INFO - Epoch(train) [13][3660/3757] lr: 5.000e-05 eta: 0:41:32 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.1750 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4408 loss: 0.4408 2022/06/14 16:19:55 - mmengine - INFO - Epoch(train) [13][3680/3757] lr: 5.000e-05 eta: 0:41:26 time: 0.335 data_time: 0.007 memory: 15235 grad_norm: 4.9246 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4387 loss: 0.4387 2022/06/14 16:20:02 - mmengine - INFO - Epoch(train) [13][3700/3757] lr: 5.000e-05 eta: 0:41:19 time: 0.351 data_time: 0.043 memory: 15235 grad_norm: 5.7878 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.3804 loss: 0.3804 2022/06/14 16:20:08 - mmengine - INFO - Epoch(train) [13][3720/3757] lr: 5.000e-05 eta: 0:41:13 time: 0.329 data_time: 0.010 memory: 15235 grad_norm: 4.5701 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9080 loss: 0.9080 2022/06/14 16:20:15 - mmengine - INFO - Epoch(train) [13][3740/3757] lr: 5.000e-05 eta: 0:41:06 time: 0.313 data_time: 0.006 memory: 15235 grad_norm: 7.0449 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7144 loss: 0.7144 2022/06/14 16:20:20 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:20:29 - mmengine - INFO - Epoch(val) [13][20/310] eta: 0:01:49 time: 0.090 data_time: 0.002 memory: 15235 2022/06/14 16:20:33 - mmengine - INFO - Epoch(val) [13][40/310] eta: 0:01:34 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 16:20:38 - mmengine - INFO - Epoch(val) [13][60/310] eta: 0:00:27 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 16:20:42 - mmengine - INFO - Epoch(val) [13][80/310] eta: 0:00:22 time: 0.101 data_time: 0.011 memory: 2470 2022/06/14 16:20:50 - mmengine - INFO - Epoch(val) [13][100/310] eta: 0:01:12 time: 0.083 data_time: 0.002 memory: 2470 2022/06/14 16:20:54 - mmengine - INFO - Epoch(val) [13][120/310] eta: 0:01:14 time: 0.089 data_time: 0.006 memory: 2470 2022/06/14 16:20:59 - mmengine - INFO - Epoch(val) [13][140/310] eta: 0:00:29 time: 0.109 data_time: 0.003 memory: 2470 2022/06/14 16:21:04 - mmengine - INFO - Epoch(val) [13][160/310] eta: 0:00:21 time: 0.456 data_time: 0.366 memory: 2470 2022/06/14 16:21:11 - mmengine - INFO - Epoch(val) [13][180/310] eta: 0:00:45 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 16:21:15 - mmengine - INFO - Epoch(val) [13][200/310] eta: 0:00:40 time: 0.085 data_time: 0.002 memory: 2470 2022/06/14 16:21:20 - mmengine - INFO - Epoch(val) [13][220/310] eta: 0:00:09 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 16:21:25 - mmengine - INFO - Epoch(val) [13][240/310] eta: 0:00:10 time: 0.124 data_time: 0.024 memory: 2470 2022/06/14 16:21:32 - mmengine - INFO - Epoch(val) [13][260/310] eta: 0:00:18 time: 0.095 data_time: 0.002 memory: 2470 2022/06/14 16:21:37 - mmengine - INFO - Epoch(val) [13][280/310] eta: 0:00:12 time: 0.096 data_time: 0.003 memory: 2470 2022/06/14 16:21:41 - mmengine - INFO - Epoch(val) [13][300/310] eta: 0:00:01 time: 0.091 data_time: 0.002 memory: 2470 2022/06/14 16:21:44 - mmengine - INFO - Epoch(val) [13][310/310] acc/top1: 0.7685 acc/top5: 0.9307 acc/mean1: 0.7683 2022/06/14 16:21:55 - mmengine - INFO - Epoch(train) [14][20/3757] lr: 5.000e-05 eta: 0:40:54 time: 0.337 data_time: 0.003 memory: 15235 grad_norm: 5.5878 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4755 loss: 0.4755 2022/06/14 16:22:02 - mmengine - INFO - Epoch(train) [14][40/3757] lr: 5.000e-05 eta: 0:40:48 time: 0.352 data_time: 0.004 memory: 15235 grad_norm: 5.8539 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5656 loss: 0.5656 2022/06/14 16:22:08 - mmengine - INFO - Epoch(train) [14][60/3757] lr: 5.000e-05 eta: 0:40:41 time: 0.328 data_time: 0.010 memory: 15235 grad_norm: 4.3544 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4486 loss: 0.4486 2022/06/14 16:22:15 - mmengine - INFO - Epoch(train) [14][80/3757] lr: 5.000e-05 eta: 0:40:35 time: 0.324 data_time: 0.018 memory: 15235 grad_norm: 5.6327 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6258 loss: 0.6258 2022/06/14 16:22:21 - mmengine - INFO - Epoch(train) [14][100/3757] lr: 5.000e-05 eta: 0:40:28 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.8259 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5623 loss: 0.5623 2022/06/14 16:22:28 - mmengine - INFO - Epoch(train) [14][120/3757] lr: 5.000e-05 eta: 0:40:21 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 3.9819 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5484 loss: 0.5484 2022/06/14 16:22:34 - mmengine - INFO - Epoch(train) [14][140/3757] lr: 5.000e-05 eta: 0:40:15 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.9070 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7517 loss: 0.7517 2022/06/14 16:22:41 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:22:41 - mmengine - INFO - Epoch(train) [14][160/3757] lr: 5.000e-05 eta: 0:40:08 time: 0.331 data_time: 0.009 memory: 15235 grad_norm: 5.4955 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.3797 loss: 0.3797 2022/06/14 16:22:47 - mmengine - INFO - Epoch(train) [14][180/3757] lr: 5.000e-05 eta: 0:40:02 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.6812 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8712 loss: 0.8712 2022/06/14 16:22:54 - mmengine - INFO - Epoch(train) [14][200/3757] lr: 5.000e-05 eta: 0:39:55 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.7501 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5801 loss: 0.5801 2022/06/14 16:23:01 - mmengine - INFO - Epoch(train) [14][220/3757] lr: 5.000e-05 eta: 0:39:49 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.2224 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5127 loss: 0.5127 2022/06/14 16:23:07 - mmengine - INFO - Epoch(train) [14][240/3757] lr: 5.000e-05 eta: 0:39:42 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0534 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5822 loss: 0.5822 2022/06/14 16:23:14 - mmengine - INFO - Epoch(train) [14][260/3757] lr: 5.000e-05 eta: 0:39:36 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.8033 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5322 loss: 0.5322 2022/06/14 16:23:20 - mmengine - INFO - Epoch(train) [14][280/3757] lr: 5.000e-05 eta: 0:39:29 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.3668 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7253 loss: 0.7253 2022/06/14 16:23:27 - mmengine - INFO - Epoch(train) [14][300/3757] lr: 5.000e-05 eta: 0:39:22 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.5615 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6129 loss: 0.6129 2022/06/14 16:23:33 - mmengine - INFO - Epoch(train) [14][320/3757] lr: 5.000e-05 eta: 0:39:16 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.5124 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.2484 loss: 0.2484 2022/06/14 16:23:40 - mmengine - INFO - Epoch(train) [14][340/3757] lr: 5.000e-05 eta: 0:39:09 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.6865 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.4913 loss: 0.4913 2022/06/14 16:23:47 - mmengine - INFO - Epoch(train) [14][360/3757] lr: 5.000e-05 eta: 0:39:03 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.4058 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6701 loss: 0.6701 2022/06/14 16:23:53 - mmengine - INFO - Epoch(train) [14][380/3757] lr: 5.000e-05 eta: 0:38:56 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0825 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5215 loss: 0.5215 2022/06/14 16:24:00 - mmengine - INFO - Epoch(train) [14][400/3757] lr: 5.000e-05 eta: 0:38:50 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.0210 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3029 loss: 0.3029 2022/06/14 16:24:06 - mmengine - INFO - Epoch(train) [14][420/3757] lr: 5.000e-05 eta: 0:38:43 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.9247 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.5821 loss: 0.5821 2022/06/14 16:24:13 - mmengine - INFO - Epoch(train) [14][440/3757] lr: 5.000e-05 eta: 0:38:37 time: 0.323 data_time: 0.007 memory: 15235 grad_norm: 5.8805 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.5612 loss: 0.5612 2022/06/14 16:24:19 - mmengine - INFO - Epoch(train) [14][460/3757] lr: 5.000e-05 eta: 0:38:30 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.6901 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4205 loss: 0.4205 2022/06/14 16:24:26 - mmengine - INFO - Epoch(train) [14][480/3757] lr: 5.000e-05 eta: 0:38:24 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.7629 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5904 loss: 0.5904 2022/06/14 16:24:32 - mmengine - INFO - Epoch(train) [14][500/3757] lr: 5.000e-05 eta: 0:38:17 time: 0.333 data_time: 0.009 memory: 15235 grad_norm: 6.9158 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.6090 loss: 0.6090 2022/06/14 16:24:39 - mmengine - INFO - Epoch(train) [14][520/3757] lr: 5.000e-05 eta: 0:38:10 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 4.5012 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5037 loss: 0.5037 2022/06/14 16:24:46 - mmengine - INFO - Epoch(train) [14][540/3757] lr: 5.000e-05 eta: 0:38:04 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.7587 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7507 loss: 0.7507 2022/06/14 16:24:52 - mmengine - INFO - Epoch(train) [14][560/3757] lr: 5.000e-05 eta: 0:37:57 time: 0.483 data_time: 0.151 memory: 15235 grad_norm: 6.4960 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6171 loss: 0.6171 2022/06/14 16:24:59 - mmengine - INFO - Epoch(train) [14][580/3757] lr: 5.000e-05 eta: 0:37:51 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.9988 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6250 loss: 0.6250 2022/06/14 16:25:05 - mmengine - INFO - Epoch(train) [14][600/3757] lr: 5.000e-05 eta: 0:37:44 time: 0.326 data_time: 0.011 memory: 15235 grad_norm: 5.3746 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8236 loss: 0.8236 2022/06/14 16:25:12 - mmengine - INFO - Epoch(train) [14][620/3757] lr: 5.000e-05 eta: 0:37:38 time: 0.331 data_time: 0.011 memory: 15235 grad_norm: 5.0197 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6595 loss: 0.6595 2022/06/14 16:25:18 - mmengine - INFO - Epoch(train) [14][640/3757] lr: 5.000e-05 eta: 0:37:31 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.3099 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6605 loss: 0.6605 2022/06/14 16:25:25 - mmengine - INFO - Epoch(train) [14][660/3757] lr: 5.000e-05 eta: 0:37:25 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.9318 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6311 loss: 0.6311 2022/06/14 16:25:32 - mmengine - INFO - Epoch(train) [14][680/3757] lr: 5.000e-05 eta: 0:37:18 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.7192 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5192 loss: 0.5192 2022/06/14 16:25:38 - mmengine - INFO - Epoch(train) [14][700/3757] lr: 5.000e-05 eta: 0:37:11 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.0782 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7134 loss: 0.7134 2022/06/14 16:25:45 - mmengine - INFO - Epoch(train) [14][720/3757] lr: 5.000e-05 eta: 0:37:05 time: 0.318 data_time: 0.014 memory: 15235 grad_norm: 5.5902 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6137 loss: 0.6137 2022/06/14 16:25:51 - mmengine - INFO - Epoch(train) [14][740/3757] lr: 5.000e-05 eta: 0:36:58 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.0562 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6144 loss: 0.6144 2022/06/14 16:25:58 - mmengine - INFO - Epoch(train) [14][760/3757] lr: 5.000e-05 eta: 0:36:52 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 3.6815 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4667 loss: 0.4667 2022/06/14 16:26:04 - mmengine - INFO - Epoch(train) [14][780/3757] lr: 5.000e-05 eta: 0:36:45 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.4818 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7295 loss: 0.7295 2022/06/14 16:26:11 - mmengine - INFO - Epoch(train) [14][800/3757] lr: 5.000e-05 eta: 0:36:39 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.1534 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7698 loss: 0.7698 2022/06/14 16:26:17 - mmengine - INFO - Epoch(train) [14][820/3757] lr: 5.000e-05 eta: 0:36:32 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5276 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6121 loss: 0.6121 2022/06/14 16:26:24 - mmengine - INFO - Epoch(train) [14][840/3757] lr: 5.000e-05 eta: 0:36:26 time: 0.325 data_time: 0.017 memory: 15235 grad_norm: 4.4805 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6123 loss: 0.6123 2022/06/14 16:26:31 - mmengine - INFO - Epoch(train) [14][860/3757] lr: 5.000e-05 eta: 0:36:19 time: 0.329 data_time: 0.042 memory: 15235 grad_norm: 3.8880 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4469 loss: 0.4469 2022/06/14 16:26:37 - mmengine - INFO - Epoch(train) [14][880/3757] lr: 5.000e-05 eta: 0:36:13 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.5185 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4489 loss: 0.4489 2022/06/14 16:26:44 - mmengine - INFO - Epoch(train) [14][900/3757] lr: 5.000e-05 eta: 0:36:06 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 3.8495 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5811 loss: 0.5811 2022/06/14 16:26:50 - mmengine - INFO - Epoch(train) [14][920/3757] lr: 5.000e-05 eta: 0:35:59 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.9652 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5847 loss: 0.5847 2022/06/14 16:26:57 - mmengine - INFO - Epoch(train) [14][940/3757] lr: 5.000e-05 eta: 0:35:53 time: 0.325 data_time: 0.004 memory: 15235 grad_norm: 4.6242 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7062 loss: 0.7062 2022/06/14 16:27:03 - mmengine - INFO - Epoch(train) [14][960/3757] lr: 5.000e-05 eta: 0:35:46 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.0382 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4267 loss: 0.4267 2022/06/14 16:27:10 - mmengine - INFO - Epoch(train) [14][980/3757] lr: 5.000e-05 eta: 0:35:40 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0421 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4741 loss: 0.4741 2022/06/14 16:27:17 - mmengine - INFO - Epoch(train) [14][1000/3757] lr: 5.000e-05 eta: 0:35:33 time: 0.333 data_time: 0.007 memory: 15235 grad_norm: 5.2148 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4512 loss: 0.4512 2022/06/14 16:27:23 - mmengine - INFO - Epoch(train) [14][1020/3757] lr: 5.000e-05 eta: 0:35:27 time: 0.328 data_time: 0.046 memory: 15235 grad_norm: 4.7071 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5587 loss: 0.5587 2022/06/14 16:27:30 - mmengine - INFO - Epoch(train) [14][1040/3757] lr: 5.000e-05 eta: 0:35:20 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 4.6216 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3837 loss: 0.3837 2022/06/14 16:27:36 - mmengine - INFO - Epoch(train) [14][1060/3757] lr: 5.000e-05 eta: 0:35:14 time: 0.333 data_time: 0.003 memory: 15235 grad_norm: 5.9512 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5566 loss: 0.5566 2022/06/14 16:27:43 - mmengine - INFO - Epoch(train) [14][1080/3757] lr: 5.000e-05 eta: 0:35:07 time: 0.324 data_time: 0.008 memory: 15235 grad_norm: 5.4994 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5182 loss: 0.5182 2022/06/14 16:27:49 - mmengine - INFO - Epoch(train) [14][1100/3757] lr: 5.000e-05 eta: 0:35:00 time: 0.317 data_time: 0.037 memory: 15235 grad_norm: 5.5746 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5914 loss: 0.5914 2022/06/14 16:27:56 - mmengine - INFO - Epoch(train) [14][1120/3757] lr: 5.000e-05 eta: 0:34:54 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5432 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4822 loss: 0.4822 2022/06/14 16:28:02 - mmengine - INFO - Epoch(train) [14][1140/3757] lr: 5.000e-05 eta: 0:34:47 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.5380 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6640 loss: 0.6640 2022/06/14 16:28:09 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:28:09 - mmengine - INFO - Epoch(train) [14][1160/3757] lr: 5.000e-05 eta: 0:34:41 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.8506 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6448 loss: 0.6448 2022/06/14 16:28:15 - mmengine - INFO - Epoch(train) [14][1180/3757] lr: 5.000e-05 eta: 0:34:34 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.7461 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8309 loss: 0.8309 2022/06/14 16:28:22 - mmengine - INFO - Epoch(train) [14][1200/3757] lr: 5.000e-05 eta: 0:34:28 time: 0.322 data_time: 0.011 memory: 15235 grad_norm: 4.7815 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6889 loss: 0.6889 2022/06/14 16:28:29 - mmengine - INFO - Epoch(train) [14][1220/3757] lr: 5.000e-05 eta: 0:34:21 time: 0.323 data_time: 0.011 memory: 15235 grad_norm: 4.5176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5698 loss: 0.5698 2022/06/14 16:28:35 - mmengine - INFO - Epoch(train) [14][1240/3757] lr: 5.000e-05 eta: 0:34:15 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.5262 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7240 loss: 0.7240 2022/06/14 16:28:42 - mmengine - INFO - Epoch(train) [14][1260/3757] lr: 5.000e-05 eta: 0:34:08 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.1079 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3268 loss: 0.3268 2022/06/14 16:28:48 - mmengine - INFO - Epoch(train) [14][1280/3757] lr: 5.000e-05 eta: 0:34:01 time: 0.321 data_time: 0.016 memory: 15235 grad_norm: 4.5635 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6937 loss: 0.6937 2022/06/14 16:28:55 - mmengine - INFO - Epoch(train) [14][1300/3757] lr: 5.000e-05 eta: 0:33:55 time: 0.327 data_time: 0.016 memory: 15235 grad_norm: 6.2987 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7392 loss: 0.7392 2022/06/14 16:29:01 - mmengine - INFO - Epoch(train) [14][1320/3757] lr: 5.000e-05 eta: 0:33:48 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.0864 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4273 loss: 0.4273 2022/06/14 16:29:08 - mmengine - INFO - Epoch(train) [14][1340/3757] lr: 5.000e-05 eta: 0:33:42 time: 0.324 data_time: 0.008 memory: 15235 grad_norm: 5.4215 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6735 loss: 0.6735 2022/06/14 16:29:14 - mmengine - INFO - Epoch(train) [14][1360/3757] lr: 5.000e-05 eta: 0:33:35 time: 0.330 data_time: 0.003 memory: 15235 grad_norm: 4.2684 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4256 loss: 0.4256 2022/06/14 16:29:21 - mmengine - INFO - Epoch(train) [14][1380/3757] lr: 5.000e-05 eta: 0:33:29 time: 0.320 data_time: 0.007 memory: 15235 grad_norm: 4.1750 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4742 loss: 0.4742 2022/06/14 16:29:28 - mmengine - INFO - Epoch(train) [14][1400/3757] lr: 5.000e-05 eta: 0:33:22 time: 0.327 data_time: 0.032 memory: 15235 grad_norm: 4.8729 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8335 loss: 0.8335 2022/06/14 16:29:34 - mmengine - INFO - Epoch(train) [14][1420/3757] lr: 5.000e-05 eta: 0:33:16 time: 0.332 data_time: 0.008 memory: 15235 grad_norm: 4.5759 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9652 loss: 0.9652 2022/06/14 16:29:41 - mmengine - INFO - Epoch(train) [14][1440/3757] lr: 5.000e-05 eta: 0:33:09 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.0417 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6642 loss: 0.6642 2022/06/14 16:29:47 - mmengine - INFO - Epoch(train) [14][1460/3757] lr: 5.000e-05 eta: 0:33:03 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.0279 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6184 loss: 0.6184 2022/06/14 16:29:54 - mmengine - INFO - Epoch(train) [14][1480/3757] lr: 5.000e-05 eta: 0:32:56 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.7577 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5658 loss: 0.5658 2022/06/14 16:30:00 - mmengine - INFO - Epoch(train) [14][1500/3757] lr: 5.000e-05 eta: 0:32:49 time: 0.332 data_time: 0.003 memory: 15235 grad_norm: 5.5206 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6724 loss: 0.6724 2022/06/14 16:30:07 - mmengine - INFO - Epoch(train) [14][1520/3757] lr: 5.000e-05 eta: 0:32:43 time: 0.329 data_time: 0.010 memory: 15235 grad_norm: 4.9224 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4401 loss: 0.4401 2022/06/14 16:30:13 - mmengine - INFO - Epoch(train) [14][1540/3757] lr: 5.000e-05 eta: 0:32:36 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 3.3996 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4435 loss: 0.4435 2022/06/14 16:30:20 - mmengine - INFO - Epoch(train) [14][1560/3757] lr: 5.000e-05 eta: 0:32:30 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 5.1836 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6667 loss: 0.6667 2022/06/14 16:30:26 - mmengine - INFO - Epoch(train) [14][1580/3757] lr: 5.000e-05 eta: 0:32:23 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4438 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4766 loss: 0.4766 2022/06/14 16:30:33 - mmengine - INFO - Epoch(train) [14][1600/3757] lr: 5.000e-05 eta: 0:32:17 time: 0.335 data_time: 0.024 memory: 15235 grad_norm: 8.1222 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5582 loss: 0.5582 2022/06/14 16:30:39 - mmengine - INFO - Epoch(train) [14][1620/3757] lr: 5.000e-05 eta: 0:32:10 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 4.8683 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6257 loss: 0.6257 2022/06/14 16:30:46 - mmengine - INFO - Epoch(train) [14][1640/3757] lr: 5.000e-05 eta: 0:32:04 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.6814 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4803 loss: 0.4803 2022/06/14 16:30:53 - mmengine - INFO - Epoch(train) [14][1660/3757] lr: 5.000e-05 eta: 0:31:57 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 4.8436 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3200 loss: 0.3200 2022/06/14 16:30:59 - mmengine - INFO - Epoch(train) [14][1680/3757] lr: 5.000e-05 eta: 0:31:50 time: 0.323 data_time: 0.002 memory: 15235 grad_norm: 6.1495 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8272 loss: 0.8272 2022/06/14 16:31:06 - mmengine - INFO - Epoch(train) [14][1700/3757] lr: 5.000e-05 eta: 0:31:44 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.8747 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5269 loss: 0.5269 2022/06/14 16:31:12 - mmengine - INFO - Epoch(train) [14][1720/3757] lr: 5.000e-05 eta: 0:31:37 time: 0.332 data_time: 0.009 memory: 15235 grad_norm: 5.6947 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.3986 loss: 0.3986 2022/06/14 16:31:19 - mmengine - INFO - Epoch(train) [14][1740/3757] lr: 5.000e-05 eta: 0:31:31 time: 0.331 data_time: 0.003 memory: 15235 grad_norm: 5.5167 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5455 loss: 0.5455 2022/06/14 16:31:25 - mmengine - INFO - Epoch(train) [14][1760/3757] lr: 5.000e-05 eta: 0:31:24 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.0786 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4388 loss: 0.4388 2022/06/14 16:31:32 - mmengine - INFO - Epoch(train) [14][1780/3757] lr: 5.000e-05 eta: 0:31:18 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 4.3876 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4300 loss: 0.4300 2022/06/14 16:31:38 - mmengine - INFO - Epoch(train) [14][1800/3757] lr: 5.000e-05 eta: 0:31:11 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.7653 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5032 loss: 0.5032 2022/06/14 16:31:45 - mmengine - INFO - Epoch(train) [14][1820/3757] lr: 5.000e-05 eta: 0:31:05 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.6605 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7576 loss: 0.7576 2022/06/14 16:31:52 - mmengine - INFO - Epoch(train) [14][1840/3757] lr: 5.000e-05 eta: 0:30:58 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.9558 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7620 loss: 0.7620 2022/06/14 16:31:58 - mmengine - INFO - Epoch(train) [14][1860/3757] lr: 5.000e-05 eta: 0:30:52 time: 0.320 data_time: 0.029 memory: 15235 grad_norm: 5.9147 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5687 loss: 0.5687 2022/06/14 16:32:05 - mmengine - INFO - Epoch(train) [14][1880/3757] lr: 5.000e-05 eta: 0:30:45 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 5.6788 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4615 loss: 0.4615 2022/06/14 16:32:11 - mmengine - INFO - Epoch(train) [14][1900/3757] lr: 5.000e-05 eta: 0:30:38 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.2714 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5666 loss: 0.5666 2022/06/14 16:32:18 - mmengine - INFO - Epoch(train) [14][1920/3757] lr: 5.000e-05 eta: 0:30:32 time: 0.323 data_time: 0.008 memory: 15235 grad_norm: 5.3065 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7929 loss: 0.7929 2022/06/14 16:32:24 - mmengine - INFO - Epoch(train) [14][1940/3757] lr: 5.000e-05 eta: 0:30:25 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 5.8890 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5696 loss: 0.5696 2022/06/14 16:32:31 - mmengine - INFO - Epoch(train) [14][1960/3757] lr: 5.000e-05 eta: 0:30:19 time: 0.329 data_time: 0.008 memory: 15235 grad_norm: 4.1435 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5911 loss: 0.5911 2022/06/14 16:32:37 - mmengine - INFO - Epoch(train) [14][1980/3757] lr: 5.000e-05 eta: 0:30:12 time: 0.332 data_time: 0.003 memory: 15235 grad_norm: 4.6652 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5801 loss: 0.5801 2022/06/14 16:32:44 - mmengine - INFO - Epoch(train) [14][2000/3757] lr: 5.000e-05 eta: 0:30:06 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.9578 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4415 loss: 0.4415 2022/06/14 16:32:50 - mmengine - INFO - Epoch(train) [14][2020/3757] lr: 5.000e-05 eta: 0:29:59 time: 0.330 data_time: 0.009 memory: 15235 grad_norm: 5.2524 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5700 loss: 0.5700 2022/06/14 16:32:57 - mmengine - INFO - Epoch(train) [14][2040/3757] lr: 5.000e-05 eta: 0:29:53 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.2842 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5197 loss: 0.5197 2022/06/14 16:33:04 - mmengine - INFO - Epoch(train) [14][2060/3757] lr: 5.000e-05 eta: 0:29:46 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 5.4639 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6010 loss: 0.6010 2022/06/14 16:33:10 - mmengine - INFO - Epoch(train) [14][2080/3757] lr: 5.000e-05 eta: 0:29:39 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.3819 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5188 loss: 0.5188 2022/06/14 16:33:17 - mmengine - INFO - Epoch(train) [14][2100/3757] lr: 5.000e-05 eta: 0:29:33 time: 0.327 data_time: 0.009 memory: 15235 grad_norm: 3.2742 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5809 loss: 0.5809 2022/06/14 16:33:23 - mmengine - INFO - Epoch(train) [14][2120/3757] lr: 5.000e-05 eta: 0:29:26 time: 0.337 data_time: 0.021 memory: 15235 grad_norm: 4.9496 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4727 loss: 0.4727 2022/06/14 16:33:30 - mmengine - INFO - Epoch(train) [14][2140/3757] lr: 5.000e-05 eta: 0:29:20 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.3180 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6831 loss: 0.6831 2022/06/14 16:33:36 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:33:36 - mmengine - INFO - Epoch(train) [14][2160/3757] lr: 5.000e-05 eta: 0:29:13 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 7.4507 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4850 loss: 0.4850 2022/06/14 16:33:43 - mmengine - INFO - Epoch(train) [14][2180/3757] lr: 5.000e-05 eta: 0:29:07 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0887 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5475 loss: 0.5475 2022/06/14 16:33:49 - mmengine - INFO - Epoch(train) [14][2200/3757] lr: 5.000e-05 eta: 0:29:00 time: 0.329 data_time: 0.012 memory: 15235 grad_norm: 6.4592 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6552 loss: 0.6552 2022/06/14 16:33:56 - mmengine - INFO - Epoch(train) [14][2220/3757] lr: 5.000e-05 eta: 0:28:54 time: 0.325 data_time: 0.017 memory: 15235 grad_norm: 5.4638 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6661 loss: 0.6661 2022/06/14 16:34:02 - mmengine - INFO - Epoch(train) [14][2240/3757] lr: 5.000e-05 eta: 0:28:47 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 8.3718 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4442 loss: 0.4442 2022/06/14 16:34:09 - mmengine - INFO - Epoch(train) [14][2260/3757] lr: 5.000e-05 eta: 0:28:40 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.2995 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.3645 loss: 0.3645 2022/06/14 16:34:16 - mmengine - INFO - Epoch(train) [14][2280/3757] lr: 5.000e-05 eta: 0:28:34 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.1512 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6364 loss: 0.6364 2022/06/14 16:34:22 - mmengine - INFO - Epoch(train) [14][2300/3757] lr: 5.000e-05 eta: 0:28:27 time: 0.306 data_time: 0.010 memory: 15235 grad_norm: 5.5252 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6040 loss: 0.6040 2022/06/14 16:34:29 - mmengine - INFO - Epoch(train) [14][2320/3757] lr: 5.000e-05 eta: 0:28:21 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.6700 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3712 loss: 0.3712 2022/06/14 16:34:35 - mmengine - INFO - Epoch(train) [14][2340/3757] lr: 5.000e-05 eta: 0:28:14 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 13.2730 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4436 loss: 0.4436 2022/06/14 16:34:42 - mmengine - INFO - Epoch(train) [14][2360/3757] lr: 5.000e-05 eta: 0:28:08 time: 0.326 data_time: 0.029 memory: 15235 grad_norm: 4.8176 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4528 loss: 0.4528 2022/06/14 16:34:48 - mmengine - INFO - Epoch(train) [14][2380/3757] lr: 5.000e-05 eta: 0:28:01 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4346 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7097 loss: 0.7097 2022/06/14 16:34:55 - mmengine - INFO - Epoch(train) [14][2400/3757] lr: 5.000e-05 eta: 0:27:55 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 4.3235 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5914 loss: 0.5914 2022/06/14 16:35:01 - mmengine - INFO - Epoch(train) [14][2420/3757] lr: 5.000e-05 eta: 0:27:48 time: 0.340 data_time: 0.002 memory: 15235 grad_norm: 5.7478 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7110 loss: 0.7110 2022/06/14 16:35:08 - mmengine - INFO - Epoch(train) [14][2440/3757] lr: 5.000e-05 eta: 0:27:41 time: 0.323 data_time: 0.020 memory: 15235 grad_norm: 5.1764 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4263 loss: 0.4263 2022/06/14 16:35:15 - mmengine - INFO - Epoch(train) [14][2460/3757] lr: 5.000e-05 eta: 0:27:35 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.2476 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6105 loss: 0.6105 2022/06/14 16:35:21 - mmengine - INFO - Epoch(train) [14][2480/3757] lr: 5.000e-05 eta: 0:27:28 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 6.3993 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.6658 loss: 0.6658 2022/06/14 16:35:28 - mmengine - INFO - Epoch(train) [14][2500/3757] lr: 5.000e-05 eta: 0:27:22 time: 0.328 data_time: 0.003 memory: 15235 grad_norm: 5.5125 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5492 loss: 0.5492 2022/06/14 16:35:34 - mmengine - INFO - Epoch(train) [14][2520/3757] lr: 5.000e-05 eta: 0:27:15 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.1067 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6122 loss: 0.6122 2022/06/14 16:35:41 - mmengine - INFO - Epoch(train) [14][2540/3757] lr: 5.000e-05 eta: 0:27:09 time: 0.326 data_time: 0.010 memory: 15235 grad_norm: 6.0197 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5297 loss: 0.5297 2022/06/14 16:35:47 - mmengine - INFO - Epoch(train) [14][2560/3757] lr: 5.000e-05 eta: 0:27:02 time: 0.326 data_time: 0.008 memory: 15235 grad_norm: 5.1695 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3884 loss: 0.3884 2022/06/14 16:35:54 - mmengine - INFO - Epoch(train) [14][2580/3757] lr: 5.000e-05 eta: 0:26:56 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.0165 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6309 loss: 0.6309 2022/06/14 16:36:01 - mmengine - INFO - Epoch(train) [14][2600/3757] lr: 5.000e-05 eta: 0:26:49 time: 0.327 data_time: 0.008 memory: 15235 grad_norm: 5.2296 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7069 loss: 0.7069 2022/06/14 16:36:07 - mmengine - INFO - Epoch(train) [14][2620/3757] lr: 5.000e-05 eta: 0:26:43 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.9327 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7263 loss: 0.7263 2022/06/14 16:36:14 - mmengine - INFO - Epoch(train) [14][2640/3757] lr: 5.000e-05 eta: 0:26:36 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 4.9056 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7570 loss: 0.7570 2022/06/14 16:36:20 - mmengine - INFO - Epoch(train) [14][2660/3757] lr: 5.000e-05 eta: 0:26:29 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.6021 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5560 loss: 0.5560 2022/06/14 16:36:27 - mmengine - INFO - Epoch(train) [14][2680/3757] lr: 5.000e-05 eta: 0:26:23 time: 0.331 data_time: 0.003 memory: 15235 grad_norm: 4.8125 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.5853 loss: 0.5853 2022/06/14 16:36:33 - mmengine - INFO - Epoch(train) [14][2700/3757] lr: 5.000e-05 eta: 0:26:16 time: 0.341 data_time: 0.033 memory: 15235 grad_norm: 4.8858 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5643 loss: 0.5643 2022/06/14 16:36:40 - mmengine - INFO - Epoch(train) [14][2720/3757] lr: 5.000e-05 eta: 0:26:10 time: 0.322 data_time: 0.018 memory: 15235 grad_norm: 5.1346 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4852 loss: 0.4852 2022/06/14 16:36:46 - mmengine - INFO - Epoch(train) [14][2740/3757] lr: 5.000e-05 eta: 0:26:03 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 3.7568 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5729 loss: 0.5729 2022/06/14 16:36:53 - mmengine - INFO - Epoch(train) [14][2760/3757] lr: 5.000e-05 eta: 0:25:57 time: 0.324 data_time: 0.010 memory: 15235 grad_norm: 5.5407 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3720 loss: 0.3720 2022/06/14 16:37:00 - mmengine - INFO - Epoch(train) [14][2780/3757] lr: 5.000e-05 eta: 0:25:50 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 3.9090 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3129 loss: 0.3129 2022/06/14 16:37:06 - mmengine - INFO - Epoch(train) [14][2800/3757] lr: 5.000e-05 eta: 0:25:44 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.9554 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6346 loss: 0.6346 2022/06/14 16:37:13 - mmengine - INFO - Epoch(train) [14][2820/3757] lr: 5.000e-05 eta: 0:25:37 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.0463 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5211 loss: 0.5211 2022/06/14 16:37:19 - mmengine - INFO - Epoch(train) [14][2840/3757] lr: 5.000e-05 eta: 0:25:30 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 5.9973 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5616 loss: 0.5616 2022/06/14 16:37:26 - mmengine - INFO - Epoch(train) [14][2860/3757] lr: 5.000e-05 eta: 0:25:24 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.6395 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.3949 loss: 0.3949 2022/06/14 16:37:32 - mmengine - INFO - Epoch(train) [14][2880/3757] lr: 5.000e-05 eta: 0:25:17 time: 0.324 data_time: 0.010 memory: 15235 grad_norm: 6.3874 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6341 loss: 0.6341 2022/06/14 16:37:39 - mmengine - INFO - Epoch(train) [14][2900/3757] lr: 5.000e-05 eta: 0:25:11 time: 0.323 data_time: 0.010 memory: 15235 grad_norm: 4.7505 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8934 loss: 0.8934 2022/06/14 16:37:45 - mmengine - INFO - Epoch(train) [14][2920/3757] lr: 5.000e-05 eta: 0:25:04 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6078 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6007 loss: 0.6007 2022/06/14 16:37:52 - mmengine - INFO - Epoch(train) [14][2940/3757] lr: 5.000e-05 eta: 0:24:58 time: 0.338 data_time: 0.006 memory: 15235 grad_norm: 5.4366 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.7903 loss: 0.7903 2022/06/14 16:37:59 - mmengine - INFO - Epoch(train) [14][2960/3757] lr: 5.000e-05 eta: 0:24:51 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 4.9866 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4640 loss: 0.4640 2022/06/14 16:38:05 - mmengine - INFO - Epoch(train) [14][2980/3757] lr: 5.000e-05 eta: 0:24:45 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 5.0392 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7197 loss: 0.7197 2022/06/14 16:38:12 - mmengine - INFO - Epoch(train) [14][3000/3757] lr: 5.000e-05 eta: 0:24:38 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 4.3051 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5438 loss: 0.5438 2022/06/14 16:38:18 - mmengine - INFO - Epoch(train) [14][3020/3757] lr: 5.000e-05 eta: 0:24:32 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 6.2839 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.6340 loss: 0.6340 2022/06/14 16:38:25 - mmengine - INFO - Epoch(train) [14][3040/3757] lr: 5.000e-05 eta: 0:24:25 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.2823 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5253 loss: 0.5253 2022/06/14 16:38:31 - mmengine - INFO - Epoch(train) [14][3060/3757] lr: 5.000e-05 eta: 0:24:18 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 4.7612 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6452 loss: 0.6452 2022/06/14 16:38:38 - mmengine - INFO - Epoch(train) [14][3080/3757] lr: 5.000e-05 eta: 0:24:12 time: 0.316 data_time: 0.015 memory: 15235 grad_norm: 4.6953 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6073 loss: 0.6073 2022/06/14 16:38:45 - mmengine - INFO - Epoch(train) [14][3100/3757] lr: 5.000e-05 eta: 0:24:05 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.3002 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8228 loss: 0.8228 2022/06/14 16:38:51 - mmengine - INFO - Epoch(train) [14][3120/3757] lr: 5.000e-05 eta: 0:23:59 time: 0.317 data_time: 0.021 memory: 15235 grad_norm: 4.1195 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.2979 loss: 0.2979 2022/06/14 16:38:58 - mmengine - INFO - Epoch(train) [14][3140/3757] lr: 5.000e-05 eta: 0:23:52 time: 0.338 data_time: 0.003 memory: 15235 grad_norm: 4.5638 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4176 loss: 0.4176 2022/06/14 16:39:04 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:39:04 - mmengine - INFO - Epoch(train) [14][3160/3757] lr: 5.000e-05 eta: 0:23:46 time: 0.327 data_time: 0.012 memory: 15235 grad_norm: 5.1323 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.6402 loss: 0.6402 2022/06/14 16:39:11 - mmengine - INFO - Epoch(train) [14][3180/3757] lr: 5.000e-05 eta: 0:23:39 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.7695 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7068 loss: 0.7068 2022/06/14 16:39:17 - mmengine - INFO - Epoch(train) [14][3200/3757] lr: 5.000e-05 eta: 0:23:33 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 3.9624 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3937 loss: 0.3937 2022/06/14 16:39:24 - mmengine - INFO - Epoch(train) [14][3220/3757] lr: 5.000e-05 eta: 0:23:26 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.2431 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3836 loss: 0.3836 2022/06/14 16:39:30 - mmengine - INFO - Epoch(train) [14][3240/3757] lr: 5.000e-05 eta: 0:23:19 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.8266 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5696 loss: 0.5696 2022/06/14 16:39:37 - mmengine - INFO - Epoch(train) [14][3260/3757] lr: 5.000e-05 eta: 0:23:13 time: 0.324 data_time: 0.038 memory: 15235 grad_norm: 4.1428 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6657 loss: 0.6657 2022/06/14 16:39:44 - mmengine - INFO - Epoch(train) [14][3280/3757] lr: 5.000e-05 eta: 0:23:06 time: 0.348 data_time: 0.003 memory: 15235 grad_norm: 5.7863 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5806 loss: 0.5806 2022/06/14 16:39:50 - mmengine - INFO - Epoch(train) [14][3300/3757] lr: 5.000e-05 eta: 0:23:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.3513 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4699 loss: 0.4699 2022/06/14 16:39:57 - mmengine - INFO - Epoch(train) [14][3320/3757] lr: 5.000e-05 eta: 0:22:53 time: 0.328 data_time: 0.026 memory: 15235 grad_norm: 4.1718 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6194 loss: 0.6194 2022/06/14 16:40:03 - mmengine - INFO - Epoch(train) [14][3340/3757] lr: 5.000e-05 eta: 0:22:47 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 4.5430 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6538 loss: 0.6538 2022/06/14 16:40:10 - mmengine - INFO - Epoch(train) [14][3360/3757] lr: 5.000e-05 eta: 0:22:40 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.8529 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5764 loss: 0.5764 2022/06/14 16:40:16 - mmengine - INFO - Epoch(train) [14][3380/3757] lr: 5.000e-05 eta: 0:22:34 time: 0.328 data_time: 0.011 memory: 15235 grad_norm: 4.9086 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4442 loss: 0.4442 2022/06/14 16:40:23 - mmengine - INFO - Epoch(train) [14][3400/3757] lr: 5.000e-05 eta: 0:22:27 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 7.3224 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7113 loss: 0.7113 2022/06/14 16:40:29 - mmengine - INFO - Epoch(train) [14][3420/3757] lr: 5.000e-05 eta: 0:22:20 time: 0.319 data_time: 0.013 memory: 15235 grad_norm: 7.2014 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5815 loss: 0.5815 2022/06/14 16:40:36 - mmengine - INFO - Epoch(train) [14][3440/3757] lr: 5.000e-05 eta: 0:22:14 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 4.8458 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6755 loss: 0.6755 2022/06/14 16:40:42 - mmengine - INFO - Epoch(train) [14][3460/3757] lr: 5.000e-05 eta: 0:22:07 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 4.3791 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6635 loss: 0.6635 2022/06/14 16:40:49 - mmengine - INFO - Epoch(train) [14][3480/3757] lr: 5.000e-05 eta: 0:22:01 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 5.1582 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5209 loss: 0.5209 2022/06/14 16:40:55 - mmengine - INFO - Epoch(train) [14][3500/3757] lr: 5.000e-05 eta: 0:21:54 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 4.9757 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7601 loss: 0.7601 2022/06/14 16:41:02 - mmengine - INFO - Epoch(train) [14][3520/3757] lr: 5.000e-05 eta: 0:21:48 time: 0.336 data_time: 0.006 memory: 15235 grad_norm: 6.0553 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8504 loss: 0.8504 2022/06/14 16:41:09 - mmengine - INFO - Epoch(train) [14][3540/3757] lr: 5.000e-05 eta: 0:21:41 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 4.8211 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6967 loss: 0.6967 2022/06/14 16:41:15 - mmengine - INFO - Epoch(train) [14][3560/3757] lr: 5.000e-05 eta: 0:21:35 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.9041 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5030 loss: 0.5030 2022/06/14 16:41:22 - mmengine - INFO - Epoch(train) [14][3580/3757] lr: 5.000e-05 eta: 0:21:28 time: 0.322 data_time: 0.004 memory: 15235 grad_norm: 5.2903 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5561 loss: 0.5561 2022/06/14 16:41:28 - mmengine - INFO - Epoch(train) [14][3600/3757] lr: 5.000e-05 eta: 0:21:22 time: 0.322 data_time: 0.017 memory: 15235 grad_norm: 6.1863 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5177 loss: 0.5177 2022/06/14 16:41:35 - mmengine - INFO - Epoch(train) [14][3620/3757] lr: 5.000e-05 eta: 0:21:15 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.2308 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4526 loss: 0.4526 2022/06/14 16:41:41 - mmengine - INFO - Epoch(train) [14][3640/3757] lr: 5.000e-05 eta: 0:21:08 time: 0.328 data_time: 0.047 memory: 15235 grad_norm: 4.8005 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4395 loss: 0.4395 2022/06/14 16:41:48 - mmengine - INFO - Epoch(train) [14][3660/3757] lr: 5.000e-05 eta: 0:21:02 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.0646 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5912 loss: 0.5912 2022/06/14 16:41:54 - mmengine - INFO - Epoch(train) [14][3680/3757] lr: 5.000e-05 eta: 0:20:55 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 4.4676 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5143 loss: 0.5143 2022/06/14 16:42:01 - mmengine - INFO - Epoch(train) [14][3700/3757] lr: 5.000e-05 eta: 0:20:49 time: 0.331 data_time: 0.036 memory: 15235 grad_norm: 3.6354 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5177 loss: 0.5177 2022/06/14 16:42:08 - mmengine - INFO - Epoch(train) [14][3720/3757] lr: 5.000e-05 eta: 0:20:42 time: 0.333 data_time: 0.003 memory: 15235 grad_norm: 6.4441 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9375 loss: 0.9375 2022/06/14 16:42:14 - mmengine - INFO - Epoch(train) [14][3740/3757] lr: 5.000e-05 eta: 0:20:36 time: 0.400 data_time: 0.002 memory: 15235 grad_norm: 5.2178 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4467 loss: 0.4467 2022/06/14 16:42:19 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:42:28 - mmengine - INFO - Epoch(val) [14][20/310] eta: 0:01:42 time: 0.094 data_time: 0.006 memory: 15235 2022/06/14 16:42:33 - mmengine - INFO - Epoch(val) [14][40/310] eta: 0:01:41 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 16:42:38 - mmengine - INFO - Epoch(val) [14][60/310] eta: 0:00:25 time: 0.105 data_time: 0.009 memory: 2470 2022/06/14 16:42:42 - mmengine - INFO - Epoch(val) [14][80/310] eta: 0:00:23 time: 0.106 data_time: 0.006 memory: 2470 2022/06/14 16:42:49 - mmengine - INFO - Epoch(val) [14][100/310] eta: 0:01:17 time: 0.100 data_time: 0.002 memory: 2470 2022/06/14 16:42:54 - mmengine - INFO - Epoch(val) [14][120/310] eta: 0:01:10 time: 0.094 data_time: 0.003 memory: 2470 2022/06/14 16:42:59 - mmengine - INFO - Epoch(val) [14][140/310] eta: 0:00:15 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 16:43:04 - mmengine - INFO - Epoch(val) [14][160/310] eta: 0:00:14 time: 0.096 data_time: 0.005 memory: 2470 2022/06/14 16:43:11 - mmengine - INFO - Epoch(val) [14][180/310] eta: 0:00:47 time: 0.098 data_time: 0.002 memory: 2470 2022/06/14 16:43:16 - mmengine - INFO - Epoch(val) [14][200/310] eta: 0:00:39 time: 0.093 data_time: 0.003 memory: 2470 2022/06/14 16:43:20 - mmengine - INFO - Epoch(val) [14][220/310] eta: 0:00:08 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 16:43:25 - mmengine - INFO - Epoch(val) [14][240/310] eta: 0:00:06 time: 0.092 data_time: 0.002 memory: 2470 2022/06/14 16:43:32 - mmengine - INFO - Epoch(val) [14][260/310] eta: 0:00:18 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 16:43:37 - mmengine - INFO - Epoch(val) [14][280/310] eta: 0:00:11 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 16:43:41 - mmengine - INFO - Epoch(val) [14][300/310] eta: 0:00:00 time: 0.097 data_time: 0.002 memory: 2470 2022/06/14 16:43:43 - mmengine - INFO - Epoch(val) [14][310/310] acc/top1: 0.7691 acc/top5: 0.9307 acc/mean1: 0.7689 2022/06/14 16:43:54 - mmengine - INFO - Epoch(train) [15][20/3757] lr: 5.000e-05 eta: 0:20:24 time: 0.333 data_time: 0.003 memory: 15235 grad_norm: 5.7699 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3698 loss: 0.3698 2022/06/14 16:44:01 - mmengine - INFO - Epoch(train) [15][40/3757] lr: 5.000e-05 eta: 0:20:17 time: 0.333 data_time: 0.004 memory: 15235 grad_norm: 4.3953 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7596 loss: 0.7596 2022/06/14 16:44:08 - mmengine - INFO - Epoch(train) [15][60/3757] lr: 5.000e-05 eta: 0:20:11 time: 0.332 data_time: 0.003 memory: 15235 grad_norm: 4.8937 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7153 loss: 0.7153 2022/06/14 16:44:14 - mmengine - INFO - Epoch(train) [15][80/3757] lr: 5.000e-05 eta: 0:20:04 time: 0.358 data_time: 0.021 memory: 15235 grad_norm: 5.6119 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5514 loss: 0.5514 2022/06/14 16:44:21 - mmengine - INFO - Epoch(train) [15][100/3757] lr: 5.000e-05 eta: 0:19:58 time: 0.324 data_time: 0.023 memory: 15235 grad_norm: 4.3099 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5495 loss: 0.5495 2022/06/14 16:44:27 - mmengine - INFO - Epoch(train) [15][120/3757] lr: 5.000e-05 eta: 0:19:51 time: 0.317 data_time: 0.008 memory: 15235 grad_norm: 6.8029 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4762 loss: 0.4762 2022/06/14 16:44:34 - mmengine - INFO - Epoch(train) [15][140/3757] lr: 5.000e-05 eta: 0:19:44 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 6.3508 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4811 loss: 0.4811 2022/06/14 16:44:40 - mmengine - INFO - Epoch(train) [15][160/3757] lr: 5.000e-05 eta: 0:19:38 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.7259 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.5656 loss: 0.5656 2022/06/14 16:44:47 - mmengine - INFO - Epoch(train) [15][180/3757] lr: 5.000e-05 eta: 0:19:31 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 5.5755 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5080 loss: 0.5080 2022/06/14 16:44:53 - mmengine - INFO - Epoch(train) [15][200/3757] lr: 5.000e-05 eta: 0:19:25 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.4703 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7218 loss: 0.7218 2022/06/14 16:45:00 - mmengine - INFO - Epoch(train) [15][220/3757] lr: 5.000e-05 eta: 0:19:18 time: 0.327 data_time: 0.047 memory: 15235 grad_norm: 5.9785 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8615 loss: 0.8615 2022/06/14 16:45:06 - mmengine - INFO - Epoch(train) [15][240/3757] lr: 5.000e-05 eta: 0:19:12 time: 0.325 data_time: 0.026 memory: 15235 grad_norm: 6.0722 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4997 loss: 0.4997 2022/06/14 16:45:13 - mmengine - INFO - Epoch(train) [15][260/3757] lr: 5.000e-05 eta: 0:19:05 time: 0.324 data_time: 0.008 memory: 15235 grad_norm: 4.3680 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5225 loss: 0.5225 2022/06/14 16:45:20 - mmengine - INFO - Epoch(train) [15][280/3757] lr: 5.000e-05 eta: 0:18:59 time: 0.322 data_time: 0.010 memory: 15235 grad_norm: 5.2182 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6720 loss: 0.6720 2022/06/14 16:45:26 - mmengine - INFO - Epoch(train) [15][300/3757] lr: 5.000e-05 eta: 0:18:52 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 4.5112 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5925 loss: 0.5925 2022/06/14 16:45:33 - mmengine - INFO - Epoch(train) [15][320/3757] lr: 5.000e-05 eta: 0:18:45 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 6.3778 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7267 loss: 0.7267 2022/06/14 16:45:39 - mmengine - INFO - Epoch(train) [15][340/3757] lr: 5.000e-05 eta: 0:18:39 time: 0.324 data_time: 0.002 memory: 15235 grad_norm: 5.9423 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4190 loss: 0.4190 2022/06/14 16:45:46 - mmengine - INFO - Epoch(train) [15][360/3757] lr: 5.000e-05 eta: 0:18:32 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.7733 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3056 loss: 0.3056 2022/06/14 16:45:52 - mmengine - INFO - Epoch(train) [15][380/3757] lr: 5.000e-05 eta: 0:18:26 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 7.1598 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.5889 loss: 0.5889 2022/06/14 16:45:59 - mmengine - INFO - Epoch(train) [15][400/3757] lr: 5.000e-05 eta: 0:18:19 time: 0.329 data_time: 0.010 memory: 15235 grad_norm: 5.2629 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5281 loss: 0.5281 2022/06/14 16:45:59 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:46:05 - mmengine - INFO - Epoch(train) [15][420/3757] lr: 5.000e-05 eta: 0:18:13 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 7.3750 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7653 loss: 0.7653 2022/06/14 16:46:12 - mmengine - INFO - Epoch(train) [15][440/3757] lr: 5.000e-05 eta: 0:18:06 time: 0.338 data_time: 0.045 memory: 15235 grad_norm: 5.6906 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6659 loss: 0.6659 2022/06/14 16:46:18 - mmengine - INFO - Epoch(train) [15][460/3757] lr: 5.000e-05 eta: 0:18:00 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1876 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4688 loss: 0.4688 2022/06/14 16:46:25 - mmengine - INFO - Epoch(train) [15][480/3757] lr: 5.000e-05 eta: 0:17:53 time: 0.322 data_time: 0.002 memory: 15235 grad_norm: 5.0033 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4958 loss: 0.4958 2022/06/14 16:46:32 - mmengine - INFO - Epoch(train) [15][500/3757] lr: 5.000e-05 eta: 0:17:46 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 5.3550 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8091 loss: 0.8091 2022/06/14 16:46:38 - mmengine - INFO - Epoch(train) [15][520/3757] lr: 5.000e-05 eta: 0:17:40 time: 0.327 data_time: 0.014 memory: 15235 grad_norm: 5.7889 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6992 loss: 0.6992 2022/06/14 16:46:45 - mmengine - INFO - Epoch(train) [15][540/3757] lr: 5.000e-05 eta: 0:17:33 time: 0.332 data_time: 0.006 memory: 15235 grad_norm: 5.7089 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4464 loss: 0.4464 2022/06/14 16:46:51 - mmengine - INFO - Epoch(train) [15][560/3757] lr: 5.000e-05 eta: 0:17:27 time: 0.323 data_time: 0.008 memory: 15235 grad_norm: 5.0240 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6460 loss: 0.6460 2022/06/14 16:46:58 - mmengine - INFO - Epoch(train) [15][580/3757] lr: 5.000e-05 eta: 0:17:20 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.6516 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4157 loss: 0.4157 2022/06/14 16:47:04 - mmengine - INFO - Epoch(train) [15][600/3757] lr: 5.000e-05 eta: 0:17:14 time: 0.340 data_time: 0.010 memory: 15235 grad_norm: 5.7940 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4047 loss: 0.4047 2022/06/14 16:47:11 - mmengine - INFO - Epoch(train) [15][620/3757] lr: 5.000e-05 eta: 0:17:07 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.7778 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7105 loss: 0.7105 2022/06/14 16:47:17 - mmengine - INFO - Epoch(train) [15][640/3757] lr: 5.000e-05 eta: 0:17:01 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.1724 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5179 loss: 0.5179 2022/06/14 16:47:24 - mmengine - INFO - Epoch(train) [15][660/3757] lr: 5.000e-05 eta: 0:16:54 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.9102 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6218 loss: 0.6218 2022/06/14 16:47:30 - mmengine - INFO - Epoch(train) [15][680/3757] lr: 5.000e-05 eta: 0:16:47 time: 0.331 data_time: 0.012 memory: 15235 grad_norm: 5.5414 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8031 loss: 0.8031 2022/06/14 16:47:37 - mmengine - INFO - Epoch(train) [15][700/3757] lr: 5.000e-05 eta: 0:16:41 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 4.8347 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5329 loss: 0.5329 2022/06/14 16:47:43 - mmengine - INFO - Epoch(train) [15][720/3757] lr: 5.000e-05 eta: 0:16:34 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.6043 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4830 loss: 0.4830 2022/06/14 16:47:50 - mmengine - INFO - Epoch(train) [15][740/3757] lr: 5.000e-05 eta: 0:16:28 time: 0.334 data_time: 0.003 memory: 15235 grad_norm: 5.6659 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5870 loss: 0.5870 2022/06/14 16:47:57 - mmengine - INFO - Epoch(train) [15][760/3757] lr: 5.000e-05 eta: 0:16:21 time: 0.325 data_time: 0.016 memory: 15235 grad_norm: 5.7186 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.5686 loss: 0.5686 2022/06/14 16:48:03 - mmengine - INFO - Epoch(train) [15][780/3757] lr: 5.000e-05 eta: 0:16:15 time: 0.336 data_time: 0.010 memory: 15235 grad_norm: 10.2748 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6089 loss: 0.6089 2022/06/14 16:48:10 - mmengine - INFO - Epoch(train) [15][800/3757] lr: 5.000e-05 eta: 0:16:08 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 4.4385 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6321 loss: 0.6321 2022/06/14 16:48:16 - mmengine - INFO - Epoch(train) [15][820/3757] lr: 5.000e-05 eta: 0:16:02 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.4187 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5043 loss: 0.5043 2022/06/14 16:48:23 - mmengine - INFO - Epoch(train) [15][840/3757] lr: 5.000e-05 eta: 0:15:55 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.5356 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7033 loss: 0.7033 2022/06/14 16:48:30 - mmengine - INFO - Epoch(train) [15][860/3757] lr: 5.000e-05 eta: 0:15:49 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.9337 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4246 loss: 0.4246 2022/06/14 16:48:36 - mmengine - INFO - Epoch(train) [15][880/3757] lr: 5.000e-05 eta: 0:15:42 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.4662 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7736 loss: 0.7736 2022/06/14 16:48:43 - mmengine - INFO - Epoch(train) [15][900/3757] lr: 5.000e-05 eta: 0:15:35 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 2.7319 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4741 loss: 0.4741 2022/06/14 16:48:49 - mmengine - INFO - Epoch(train) [15][920/3757] lr: 5.000e-05 eta: 0:15:29 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.1981 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5363 loss: 0.5363 2022/06/14 16:48:56 - mmengine - INFO - Epoch(train) [15][940/3757] lr: 5.000e-05 eta: 0:15:22 time: 0.327 data_time: 0.003 memory: 15235 grad_norm: 4.7381 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7838 loss: 0.7838 2022/06/14 16:49:02 - mmengine - INFO - Epoch(train) [15][960/3757] lr: 5.000e-05 eta: 0:15:16 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.2444 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5120 loss: 0.5120 2022/06/14 16:49:09 - mmengine - INFO - Epoch(train) [15][980/3757] lr: 5.000e-05 eta: 0:15:09 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 6.2372 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5739 loss: 0.5739 2022/06/14 16:49:15 - mmengine - INFO - Epoch(train) [15][1000/3757] lr: 5.000e-05 eta: 0:15:03 time: 0.323 data_time: 0.004 memory: 15235 grad_norm: 6.1144 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7005 loss: 0.7005 2022/06/14 16:49:22 - mmengine - INFO - Epoch(train) [15][1020/3757] lr: 5.000e-05 eta: 0:14:56 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.0389 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3655 loss: 0.3655 2022/06/14 16:49:28 - mmengine - INFO - Epoch(train) [15][1040/3757] lr: 5.000e-05 eta: 0:14:50 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.4546 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6244 loss: 0.6244 2022/06/14 16:49:35 - mmengine - INFO - Epoch(train) [15][1060/3757] lr: 5.000e-05 eta: 0:14:43 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 4.3862 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.6528 loss: 0.6528 2022/06/14 16:49:41 - mmengine - INFO - Epoch(train) [15][1080/3757] lr: 5.000e-05 eta: 0:14:36 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.3399 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6225 loss: 0.6225 2022/06/14 16:49:48 - mmengine - INFO - Epoch(train) [15][1100/3757] lr: 5.000e-05 eta: 0:14:30 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 4.7205 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6154 loss: 0.6154 2022/06/14 16:49:55 - mmengine - INFO - Epoch(train) [15][1120/3757] lr: 5.000e-05 eta: 0:14:23 time: 0.346 data_time: 0.003 memory: 15235 grad_norm: 5.4567 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6927 loss: 0.6927 2022/06/14 16:50:01 - mmengine - INFO - Epoch(train) [15][1140/3757] lr: 5.000e-05 eta: 0:14:17 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 3.6897 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5294 loss: 0.5294 2022/06/14 16:50:08 - mmengine - INFO - Epoch(train) [15][1160/3757] lr: 5.000e-05 eta: 0:14:10 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 4.6570 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7304 loss: 0.7304 2022/06/14 16:50:14 - mmengine - INFO - Epoch(train) [15][1180/3757] lr: 5.000e-05 eta: 0:14:04 time: 0.324 data_time: 0.003 memory: 15235 grad_norm: 5.2730 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4989 loss: 0.4989 2022/06/14 16:50:21 - mmengine - INFO - Epoch(train) [15][1200/3757] lr: 5.000e-05 eta: 0:13:57 time: 0.330 data_time: 0.007 memory: 15235 grad_norm: 5.1361 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5009 loss: 0.5009 2022/06/14 16:50:27 - mmengine - INFO - Epoch(train) [15][1220/3757] lr: 5.000e-05 eta: 0:13:51 time: 0.349 data_time: 0.011 memory: 15235 grad_norm: 5.6112 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7752 loss: 0.7752 2022/06/14 16:50:34 - mmengine - INFO - Epoch(train) [15][1240/3757] lr: 5.000e-05 eta: 0:13:44 time: 0.323 data_time: 0.004 memory: 15235 grad_norm: 4.7384 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6461 loss: 0.6461 2022/06/14 16:50:40 - mmengine - INFO - Epoch(train) [15][1260/3757] lr: 5.000e-05 eta: 0:13:37 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.6172 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5425 loss: 0.5425 2022/06/14 16:50:47 - mmengine - INFO - Epoch(train) [15][1280/3757] lr: 5.000e-05 eta: 0:13:31 time: 0.324 data_time: 0.013 memory: 15235 grad_norm: 5.3487 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5485 loss: 0.5485 2022/06/14 16:50:54 - mmengine - INFO - Epoch(train) [15][1300/3757] lr: 5.000e-05 eta: 0:13:24 time: 0.327 data_time: 0.007 memory: 15235 grad_norm: 6.0771 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5503 loss: 0.5503 2022/06/14 16:51:00 - mmengine - INFO - Epoch(train) [15][1320/3757] lr: 5.000e-05 eta: 0:13:18 time: 0.302 data_time: 0.021 memory: 15235 grad_norm: 5.4370 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5024 loss: 0.5024 2022/06/14 16:51:07 - mmengine - INFO - Epoch(train) [15][1340/3757] lr: 5.000e-05 eta: 0:13:11 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.9953 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7204 loss: 0.7204 2022/06/14 16:51:13 - mmengine - INFO - Epoch(train) [15][1360/3757] lr: 5.000e-05 eta: 0:13:05 time: 0.324 data_time: 0.031 memory: 15235 grad_norm: 3.4635 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7461 loss: 0.7461 2022/06/14 16:51:20 - mmengine - INFO - Epoch(train) [15][1380/3757] lr: 5.000e-05 eta: 0:12:58 time: 0.370 data_time: 0.006 memory: 15235 grad_norm: 7.0919 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6254 loss: 0.6254 2022/06/14 16:51:26 - mmengine - INFO - Epoch(train) [15][1400/3757] lr: 5.000e-05 eta: 0:12:52 time: 0.326 data_time: 0.005 memory: 15235 grad_norm: 5.9768 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7026 loss: 0.7026 2022/06/14 16:51:27 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:51:33 - mmengine - INFO - Epoch(train) [15][1420/3757] lr: 5.000e-05 eta: 0:12:45 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.7290 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6877 loss: 0.6877 2022/06/14 16:51:40 - mmengine - INFO - Epoch(train) [15][1440/3757] lr: 5.000e-05 eta: 0:12:39 time: 0.321 data_time: 0.016 memory: 15235 grad_norm: 4.5659 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5691 loss: 0.5691 2022/06/14 16:51:46 - mmengine - INFO - Epoch(train) [15][1460/3757] lr: 5.000e-05 eta: 0:12:32 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 3.9737 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7123 loss: 0.7123 2022/06/14 16:51:53 - mmengine - INFO - Epoch(train) [15][1480/3757] lr: 5.000e-05 eta: 0:12:25 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 6.3275 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4783 loss: 0.4783 2022/06/14 16:51:59 - mmengine - INFO - Epoch(train) [15][1500/3757] lr: 5.000e-05 eta: 0:12:19 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 6.0638 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8146 loss: 0.8146 2022/06/14 16:52:06 - mmengine - INFO - Epoch(train) [15][1520/3757] lr: 5.000e-05 eta: 0:12:12 time: 0.327 data_time: 0.046 memory: 15235 grad_norm: 6.1877 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5273 loss: 0.5273 2022/06/14 16:52:12 - mmengine - INFO - Epoch(train) [15][1540/3757] lr: 5.000e-05 eta: 0:12:06 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 5.1826 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6406 loss: 0.6406 2022/06/14 16:52:19 - mmengine - INFO - Epoch(train) [15][1560/3757] lr: 5.000e-05 eta: 0:11:59 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 4.0437 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4847 loss: 0.4847 2022/06/14 16:52:25 - mmengine - INFO - Epoch(train) [15][1580/3757] lr: 5.000e-05 eta: 0:11:53 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 6.1889 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 0.7080 loss: 0.7080 2022/06/14 16:52:32 - mmengine - INFO - Epoch(train) [15][1600/3757] lr: 5.000e-05 eta: 0:11:46 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 5.8053 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4781 loss: 0.4781 2022/06/14 16:52:38 - mmengine - INFO - Epoch(train) [15][1620/3757] lr: 5.000e-05 eta: 0:11:40 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2641 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6419 loss: 0.6419 2022/06/14 16:52:45 - mmengine - INFO - Epoch(train) [15][1640/3757] lr: 5.000e-05 eta: 0:11:33 time: 0.348 data_time: 0.007 memory: 15235 grad_norm: 4.8407 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6707 loss: 0.6707 2022/06/14 16:52:52 - mmengine - INFO - Epoch(train) [15][1660/3757] lr: 5.000e-05 eta: 0:11:26 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.9875 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6970 loss: 0.6970 2022/06/14 16:52:58 - mmengine - INFO - Epoch(train) [15][1680/3757] lr: 5.000e-05 eta: 0:11:20 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 4.5928 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6000 loss: 0.6000 2022/06/14 16:53:05 - mmengine - INFO - Epoch(train) [15][1700/3757] lr: 5.000e-05 eta: 0:11:13 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 6.8925 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5172 loss: 0.5172 2022/06/14 16:53:11 - mmengine - INFO - Epoch(train) [15][1720/3757] lr: 5.000e-05 eta: 0:11:07 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 5.2329 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.3613 loss: 0.3613 2022/06/14 16:53:18 - mmengine - INFO - Epoch(train) [15][1740/3757] lr: 5.000e-05 eta: 0:11:00 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.7504 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5292 loss: 0.5292 2022/06/14 16:53:24 - mmengine - INFO - Epoch(train) [15][1760/3757] lr: 5.000e-05 eta: 0:10:54 time: 0.320 data_time: 0.006 memory: 15235 grad_norm: 5.4887 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5464 loss: 0.5464 2022/06/14 16:53:31 - mmengine - INFO - Epoch(train) [15][1780/3757] lr: 5.000e-05 eta: 0:10:47 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 4.1455 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5189 loss: 0.5189 2022/06/14 16:53:37 - mmengine - INFO - Epoch(train) [15][1800/3757] lr: 5.000e-05 eta: 0:10:41 time: 0.336 data_time: 0.015 memory: 15235 grad_norm: 4.7248 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3577 loss: 0.3577 2022/06/14 16:53:44 - mmengine - INFO - Epoch(train) [15][1820/3757] lr: 5.000e-05 eta: 0:10:34 time: 0.328 data_time: 0.003 memory: 15235 grad_norm: 4.2026 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8209 loss: 0.8209 2022/06/14 16:53:51 - mmengine - INFO - Epoch(train) [15][1840/3757] lr: 5.000e-05 eta: 0:10:27 time: 0.334 data_time: 0.003 memory: 15235 grad_norm: 5.7793 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3700 loss: 0.3700 2022/06/14 16:53:57 - mmengine - INFO - Epoch(train) [15][1860/3757] lr: 5.000e-05 eta: 0:10:21 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.8447 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8360 loss: 0.8360 2022/06/14 16:54:04 - mmengine - INFO - Epoch(train) [15][1880/3757] lr: 5.000e-05 eta: 0:10:14 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 5.2135 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8314 loss: 0.8314 2022/06/14 16:54:10 - mmengine - INFO - Epoch(train) [15][1900/3757] lr: 5.000e-05 eta: 0:10:08 time: 0.330 data_time: 0.008 memory: 15235 grad_norm: 5.3194 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.7358 loss: 0.7358 2022/06/14 16:54:17 - mmengine - INFO - Epoch(train) [15][1920/3757] lr: 5.000e-05 eta: 0:10:01 time: 0.325 data_time: 0.010 memory: 15235 grad_norm: 4.0407 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3342 loss: 0.3342 2022/06/14 16:54:23 - mmengine - INFO - Epoch(train) [15][1940/3757] lr: 5.000e-05 eta: 0:09:55 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.5741 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3051 loss: 0.3051 2022/06/14 16:54:30 - mmengine - INFO - Epoch(train) [15][1960/3757] lr: 5.000e-05 eta: 0:09:48 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 4.8799 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4715 loss: 0.4715 2022/06/14 16:54:36 - mmengine - INFO - Epoch(train) [15][1980/3757] lr: 5.000e-05 eta: 0:09:42 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.2657 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4763 loss: 0.4763 2022/06/14 16:54:43 - mmengine - INFO - Epoch(train) [15][2000/3757] lr: 5.000e-05 eta: 0:09:35 time: 0.330 data_time: 0.014 memory: 15235 grad_norm: 4.0278 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5011 loss: 0.5011 2022/06/14 16:54:50 - mmengine - INFO - Epoch(train) [15][2020/3757] lr: 5.000e-05 eta: 0:09:29 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.1022 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9025 loss: 0.9025 2022/06/14 16:54:56 - mmengine - INFO - Epoch(train) [15][2040/3757] lr: 5.000e-05 eta: 0:09:22 time: 0.321 data_time: 0.007 memory: 15235 grad_norm: 3.7895 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5816 loss: 0.5816 2022/06/14 16:55:03 - mmengine - INFO - Epoch(train) [15][2060/3757] lr: 5.000e-05 eta: 0:09:15 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 7.9146 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9277 loss: 0.9277 2022/06/14 16:55:10 - mmengine - INFO - Epoch(train) [15][2080/3757] lr: 5.000e-05 eta: 0:09:09 time: 0.319 data_time: 0.012 memory: 15235 grad_norm: 5.3444 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6714 loss: 0.6714 2022/06/14 16:55:16 - mmengine - INFO - Epoch(train) [15][2100/3757] lr: 5.000e-05 eta: 0:09:02 time: 0.322 data_time: 0.006 memory: 15235 grad_norm: 4.3738 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4746 loss: 0.4746 2022/06/14 16:55:23 - mmengine - INFO - Epoch(train) [15][2120/3757] lr: 5.000e-05 eta: 0:08:56 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.9695 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4844 loss: 0.4844 2022/06/14 16:55:30 - mmengine - INFO - Epoch(train) [15][2140/3757] lr: 5.000e-05 eta: 0:08:49 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 3.3841 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4914 loss: 0.4914 2022/06/14 16:55:36 - mmengine - INFO - Epoch(train) [15][2160/3757] lr: 5.000e-05 eta: 0:08:43 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 5.2312 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4437 loss: 0.4437 2022/06/14 16:55:43 - mmengine - INFO - Epoch(train) [15][2180/3757] lr: 5.000e-05 eta: 0:08:36 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 5.0490 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5702 loss: 0.5702 2022/06/14 16:55:49 - mmengine - INFO - Epoch(train) [15][2200/3757] lr: 5.000e-05 eta: 0:08:30 time: 0.322 data_time: 0.007 memory: 15235 grad_norm: 5.6734 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5251 loss: 0.5251 2022/06/14 16:55:56 - mmengine - INFO - Epoch(train) [15][2220/3757] lr: 5.000e-05 eta: 0:08:23 time: 0.328 data_time: 0.008 memory: 15235 grad_norm: 5.0474 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7742 loss: 0.7742 2022/06/14 16:56:02 - mmengine - INFO - Epoch(train) [15][2240/3757] lr: 5.000e-05 eta: 0:08:16 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4447 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6605 loss: 0.6605 2022/06/14 16:56:09 - mmengine - INFO - Epoch(train) [15][2260/3757] lr: 5.000e-05 eta: 0:08:10 time: 0.331 data_time: 0.006 memory: 15235 grad_norm: 6.7266 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5461 loss: 0.5461 2022/06/14 16:56:16 - mmengine - INFO - Epoch(train) [15][2280/3757] lr: 5.000e-05 eta: 0:08:03 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 6.5064 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4001 loss: 0.4001 2022/06/14 16:56:22 - mmengine - INFO - Epoch(train) [15][2300/3757] lr: 5.000e-05 eta: 0:07:57 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 3.9685 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9847 loss: 0.9847 2022/06/14 16:56:29 - mmengine - INFO - Epoch(train) [15][2320/3757] lr: 5.000e-05 eta: 0:07:50 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.7803 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6717 loss: 0.6717 2022/06/14 16:56:35 - mmengine - INFO - Epoch(train) [15][2340/3757] lr: 5.000e-05 eta: 0:07:44 time: 0.338 data_time: 0.003 memory: 15235 grad_norm: 4.5867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6840 loss: 0.6840 2022/06/14 16:56:42 - mmengine - INFO - Epoch(train) [15][2360/3757] lr: 5.000e-05 eta: 0:07:37 time: 0.337 data_time: 0.026 memory: 15235 grad_norm: 5.1481 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3588 loss: 0.3588 2022/06/14 16:56:48 - mmengine - INFO - Epoch(train) [15][2380/3757] lr: 5.000e-05 eta: 0:07:31 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 5.2177 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6703 loss: 0.6703 2022/06/14 16:56:55 - mmengine - INFO - Epoch(train) [15][2400/3757] lr: 5.000e-05 eta: 0:07:24 time: 0.344 data_time: 0.002 memory: 15235 grad_norm: 5.3666 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.4638 loss: 0.4638 2022/06/14 16:56:56 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 16:57:01 - mmengine - INFO - Epoch(train) [15][2420/3757] lr: 5.000e-05 eta: 0:07:17 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.6649 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3722 loss: 0.3722 2022/06/14 16:57:08 - mmengine - INFO - Epoch(train) [15][2440/3757] lr: 5.000e-05 eta: 0:07:11 time: 0.328 data_time: 0.015 memory: 15235 grad_norm: 6.6674 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5899 loss: 0.5899 2022/06/14 16:57:15 - mmengine - INFO - Epoch(train) [15][2460/3757] lr: 5.000e-05 eta: 0:07:04 time: 0.325 data_time: 0.007 memory: 15235 grad_norm: 4.6653 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5164 loss: 0.5164 2022/06/14 16:57:21 - mmengine - INFO - Epoch(train) [15][2480/3757] lr: 5.000e-05 eta: 0:06:58 time: 0.325 data_time: 0.011 memory: 15235 grad_norm: 5.7844 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5943 loss: 0.5943 2022/06/14 16:57:28 - mmengine - INFO - Epoch(train) [15][2500/3757] lr: 5.000e-05 eta: 0:06:51 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 3.3883 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5251 loss: 0.5251 2022/06/14 16:57:34 - mmengine - INFO - Epoch(train) [15][2520/3757] lr: 5.000e-05 eta: 0:06:45 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 3.8759 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5040 loss: 0.5040 2022/06/14 16:57:41 - mmengine - INFO - Epoch(train) [15][2540/3757] lr: 5.000e-05 eta: 0:06:38 time: 0.322 data_time: 0.003 memory: 15235 grad_norm: 5.6024 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5310 loss: 0.5310 2022/06/14 16:57:47 - mmengine - INFO - Epoch(train) [15][2560/3757] lr: 5.000e-05 eta: 0:06:32 time: 0.322 data_time: 0.009 memory: 15235 grad_norm: 5.5377 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9365 loss: 0.9365 2022/06/14 16:57:54 - mmengine - INFO - Epoch(train) [15][2580/3757] lr: 5.000e-05 eta: 0:06:25 time: 0.321 data_time: 0.020 memory: 15235 grad_norm: 6.6080 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6930 loss: 0.6930 2022/06/14 16:58:01 - mmengine - INFO - Epoch(train) [15][2600/3757] lr: 5.000e-05 eta: 0:06:19 time: 0.330 data_time: 0.006 memory: 15235 grad_norm: 4.7012 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5694 loss: 0.5694 2022/06/14 16:58:07 - mmengine - INFO - Epoch(train) [15][2620/3757] lr: 5.000e-05 eta: 0:06:12 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 4.8191 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9242 loss: 0.9242 2022/06/14 16:58:14 - mmengine - INFO - Epoch(train) [15][2640/3757] lr: 5.000e-05 eta: 0:06:05 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 5.4818 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5946 loss: 0.5946 2022/06/14 16:58:20 - mmengine - INFO - Epoch(train) [15][2660/3757] lr: 5.000e-05 eta: 0:05:59 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 4.4186 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4492 loss: 0.4492 2022/06/14 16:58:27 - mmengine - INFO - Epoch(train) [15][2680/3757] lr: 5.000e-05 eta: 0:05:52 time: 0.321 data_time: 0.006 memory: 15235 grad_norm: 4.6361 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7805 loss: 0.7805 2022/06/14 16:58:33 - mmengine - INFO - Epoch(train) [15][2700/3757] lr: 5.000e-05 eta: 0:05:46 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 4.9543 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6741 loss: 0.6741 2022/06/14 16:58:40 - mmengine - INFO - Epoch(train) [15][2720/3757] lr: 5.000e-05 eta: 0:05:39 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 8.5986 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.3879 loss: 0.3879 2022/06/14 16:58:46 - mmengine - INFO - Epoch(train) [15][2740/3757] lr: 5.000e-05 eta: 0:05:33 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 4.5262 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5939 loss: 0.5939 2022/06/14 16:58:53 - mmengine - INFO - Epoch(train) [15][2760/3757] lr: 5.000e-05 eta: 0:05:26 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.0713 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4789 loss: 0.4789 2022/06/14 16:59:00 - mmengine - INFO - Epoch(train) [15][2780/3757] lr: 5.000e-05 eta: 0:05:20 time: 0.327 data_time: 0.014 memory: 15235 grad_norm: 6.0431 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4235 loss: 0.4235 2022/06/14 16:59:06 - mmengine - INFO - Epoch(train) [15][2800/3757] lr: 5.000e-05 eta: 0:05:13 time: 0.336 data_time: 0.006 memory: 15235 grad_norm: 5.8844 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6321 loss: 0.6321 2022/06/14 16:59:13 - mmengine - INFO - Epoch(train) [15][2820/3757] lr: 5.000e-05 eta: 0:05:06 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.5073 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.5932 loss: 0.5932 2022/06/14 16:59:19 - mmengine - INFO - Epoch(train) [15][2840/3757] lr: 5.000e-05 eta: 0:05:00 time: 0.326 data_time: 0.004 memory: 15235 grad_norm: 4.8407 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6823 loss: 0.6823 2022/06/14 16:59:26 - mmengine - INFO - Epoch(train) [15][2860/3757] lr: 5.000e-05 eta: 0:04:53 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 4.9392 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3612 loss: 0.3612 2022/06/14 16:59:32 - mmengine - INFO - Epoch(train) [15][2880/3757] lr: 5.000e-05 eta: 0:04:47 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 5.7535 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7296 loss: 0.7296 2022/06/14 16:59:39 - mmengine - INFO - Epoch(train) [15][2900/3757] lr: 5.000e-05 eta: 0:04:40 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 4.2083 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4082 loss: 0.4082 2022/06/14 16:59:45 - mmengine - INFO - Epoch(train) [15][2920/3757] lr: 5.000e-05 eta: 0:04:34 time: 0.325 data_time: 0.003 memory: 15235 grad_norm: 5.8491 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5141 loss: 0.5141 2022/06/14 16:59:52 - mmengine - INFO - Epoch(train) [15][2940/3757] lr: 5.000e-05 eta: 0:04:27 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 6.9193 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6677 loss: 0.6677 2022/06/14 16:59:58 - mmengine - INFO - Epoch(train) [15][2960/3757] lr: 5.000e-05 eta: 0:04:21 time: 0.321 data_time: 0.003 memory: 15235 grad_norm: 5.3104 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.7916 loss: 0.7916 2022/06/14 17:00:05 - mmengine - INFO - Epoch(train) [15][2980/3757] lr: 5.000e-05 eta: 0:04:14 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.7194 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6455 loss: 0.6455 2022/06/14 17:00:12 - mmengine - INFO - Epoch(train) [15][3000/3757] lr: 5.000e-05 eta: 0:04:07 time: 0.333 data_time: 0.008 memory: 15235 grad_norm: 4.7855 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6870 loss: 0.6870 2022/06/14 17:00:18 - mmengine - INFO - Epoch(train) [15][3020/3757] lr: 5.000e-05 eta: 0:04:01 time: 0.322 data_time: 0.014 memory: 15235 grad_norm: 4.7815 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6929 loss: 0.6929 2022/06/14 17:00:25 - mmengine - INFO - Epoch(train) [15][3040/3757] lr: 5.000e-05 eta: 0:03:54 time: 0.329 data_time: 0.008 memory: 15235 grad_norm: 5.0397 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7227 loss: 0.7227 2022/06/14 17:00:31 - mmengine - INFO - Epoch(train) [15][3060/3757] lr: 5.000e-05 eta: 0:03:48 time: 0.340 data_time: 0.007 memory: 15235 grad_norm: 4.8109 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6190 loss: 0.6190 2022/06/14 17:00:38 - mmengine - INFO - Epoch(train) [15][3080/3757] lr: 5.000e-05 eta: 0:03:41 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 6.2854 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6686 loss: 0.6686 2022/06/14 17:00:45 - mmengine - INFO - Epoch(train) [15][3100/3757] lr: 5.000e-05 eta: 0:03:35 time: 0.325 data_time: 0.006 memory: 15235 grad_norm: 5.4589 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6403 loss: 0.6403 2022/06/14 17:00:51 - mmengine - INFO - Epoch(train) [15][3120/3757] lr: 5.000e-05 eta: 0:03:28 time: 0.329 data_time: 0.007 memory: 15235 grad_norm: 6.6735 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8103 loss: 0.8103 2022/06/14 17:00:58 - mmengine - INFO - Epoch(train) [15][3140/3757] lr: 5.000e-05 eta: 0:03:22 time: 0.326 data_time: 0.009 memory: 15235 grad_norm: 5.1360 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.4158 loss: 0.4158 2022/06/14 17:01:04 - mmengine - INFO - Epoch(train) [15][3160/3757] lr: 5.000e-05 eta: 0:03:15 time: 0.326 data_time: 0.008 memory: 15235 grad_norm: 4.0530 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5660 loss: 0.5660 2022/06/14 17:01:11 - mmengine - INFO - Epoch(train) [15][3180/3757] lr: 5.000e-05 eta: 0:03:09 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.4735 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6070 loss: 0.6070 2022/06/14 17:01:17 - mmengine - INFO - Epoch(train) [15][3200/3757] lr: 5.000e-05 eta: 0:03:02 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 5.4361 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5060 loss: 0.5060 2022/06/14 17:01:24 - mmengine - INFO - Epoch(train) [15][3220/3757] lr: 5.000e-05 eta: 0:02:55 time: 0.328 data_time: 0.009 memory: 15235 grad_norm: 6.1232 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4830 loss: 0.4830 2022/06/14 17:01:30 - mmengine - INFO - Epoch(train) [15][3240/3757] lr: 5.000e-05 eta: 0:02:49 time: 0.328 data_time: 0.007 memory: 15235 grad_norm: 5.1290 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.3720 loss: 0.3720 2022/06/14 17:01:37 - mmengine - INFO - Epoch(train) [15][3260/3757] lr: 5.000e-05 eta: 0:02:42 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 6.2634 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4169 loss: 0.4169 2022/06/14 17:01:44 - mmengine - INFO - Epoch(train) [15][3280/3757] lr: 5.000e-05 eta: 0:02:36 time: 0.326 data_time: 0.011 memory: 15235 grad_norm: 5.6348 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5732 loss: 0.5732 2022/06/14 17:01:50 - mmengine - INFO - Epoch(train) [15][3300/3757] lr: 5.000e-05 eta: 0:02:29 time: 0.323 data_time: 0.009 memory: 15235 grad_norm: 5.6329 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7370 loss: 0.7370 2022/06/14 17:01:57 - mmengine - INFO - Epoch(train) [15][3320/3757] lr: 5.000e-05 eta: 0:02:23 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.9742 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4641 loss: 0.4641 2022/06/14 17:02:03 - mmengine - INFO - Epoch(train) [15][3340/3757] lr: 5.000e-05 eta: 0:02:16 time: 0.325 data_time: 0.009 memory: 15235 grad_norm: 5.6675 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5540 loss: 0.5540 2022/06/14 17:02:10 - mmengine - INFO - Epoch(train) [15][3360/3757] lr: 5.000e-05 eta: 0:02:10 time: 0.333 data_time: 0.006 memory: 15235 grad_norm: 4.3500 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3759 loss: 0.3759 2022/06/14 17:02:16 - mmengine - INFO - Epoch(train) [15][3380/3757] lr: 5.000e-05 eta: 0:02:03 time: 0.326 data_time: 0.007 memory: 15235 grad_norm: 6.3454 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.4491 loss: 0.4491 2022/06/14 17:02:23 - mmengine - INFO - Epoch(train) [15][3400/3757] lr: 5.000e-05 eta: 0:01:56 time: 0.329 data_time: 0.006 memory: 15235 grad_norm: 5.4047 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5179 loss: 0.5179 2022/06/14 17:02:23 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 17:02:29 - mmengine - INFO - Epoch(train) [15][3420/3757] lr: 5.000e-05 eta: 0:01:50 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 5.0065 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5599 loss: 0.5599 2022/06/14 17:02:36 - mmengine - INFO - Epoch(train) [15][3440/3757] lr: 5.000e-05 eta: 0:01:43 time: 0.345 data_time: 0.021 memory: 15235 grad_norm: 4.0496 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3556 loss: 0.3556 2022/06/14 17:02:42 - mmengine - INFO - Epoch(train) [15][3460/3757] lr: 5.000e-05 eta: 0:01:37 time: 0.326 data_time: 0.003 memory: 15235 grad_norm: 5.5752 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7865 loss: 0.7865 2022/06/14 17:02:49 - mmengine - INFO - Epoch(train) [15][3480/3757] lr: 5.000e-05 eta: 0:01:30 time: 0.323 data_time: 0.006 memory: 15235 grad_norm: 4.3480 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.5605 loss: 0.5605 2022/06/14 17:02:55 - mmengine - INFO - Epoch(train) [15][3500/3757] lr: 5.000e-05 eta: 0:01:24 time: 0.331 data_time: 0.007 memory: 15235 grad_norm: 5.5898 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6841 loss: 0.6841 2022/06/14 17:03:02 - mmengine - INFO - Epoch(train) [15][3520/3757] lr: 5.000e-05 eta: 0:01:17 time: 0.322 data_time: 0.036 memory: 15235 grad_norm: 5.2778 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6917 loss: 0.6917 2022/06/14 17:03:09 - mmengine - INFO - Epoch(train) [15][3540/3757] lr: 5.000e-05 eta: 0:01:11 time: 0.328 data_time: 0.006 memory: 15235 grad_norm: 6.6194 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5954 loss: 0.5954 2022/06/14 17:03:15 - mmengine - INFO - Epoch(train) [15][3560/3757] lr: 5.000e-05 eta: 0:01:04 time: 0.332 data_time: 0.007 memory: 15235 grad_norm: 4.6586 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4520 loss: 0.4520 2022/06/14 17:03:22 - mmengine - INFO - Epoch(train) [15][3580/3757] lr: 5.000e-05 eta: 0:00:57 time: 0.324 data_time: 0.009 memory: 15235 grad_norm: 5.5274 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5460 loss: 0.5460 2022/06/14 17:03:28 - mmengine - INFO - Epoch(train) [15][3600/3757] lr: 5.000e-05 eta: 0:00:51 time: 0.327 data_time: 0.006 memory: 15235 grad_norm: 4.1598 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.5431 loss: 0.5431 2022/06/14 17:03:35 - mmengine - INFO - Epoch(train) [15][3620/3757] lr: 5.000e-05 eta: 0:00:44 time: 0.322 data_time: 0.012 memory: 15235 grad_norm: 6.1226 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4918 loss: 0.4918 2022/06/14 17:03:41 - mmengine - INFO - Epoch(train) [15][3640/3757] lr: 5.000e-05 eta: 0:00:38 time: 0.323 data_time: 0.003 memory: 15235 grad_norm: 4.6487 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.3765 loss: 0.3765 2022/06/14 17:03:48 - mmengine - INFO - Epoch(train) [15][3660/3757] lr: 5.000e-05 eta: 0:00:31 time: 0.329 data_time: 0.034 memory: 15235 grad_norm: 5.0439 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.5420 loss: 0.5420 2022/06/14 17:03:54 - mmengine - INFO - Epoch(train) [15][3680/3757] lr: 5.000e-05 eta: 0:00:25 time: 0.326 data_time: 0.006 memory: 15235 grad_norm: 5.0810 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6013 loss: 0.6013 2022/06/14 17:04:01 - mmengine - INFO - Epoch(train) [15][3700/3757] lr: 5.000e-05 eta: 0:00:18 time: 0.324 data_time: 0.006 memory: 15235 grad_norm: 4.4411 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.4461 loss: 0.4461 2022/06/14 17:04:08 - mmengine - INFO - Epoch(train) [15][3720/3757] lr: 5.000e-05 eta: 0:00:12 time: 0.324 data_time: 0.007 memory: 15235 grad_norm: 4.5599 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.4956 loss: 0.4956 2022/06/14 17:04:14 - mmengine - INFO - Epoch(train) [15][3740/3757] lr: 5.000e-05 eta: 0:00:05 time: 0.311 data_time: 0.005 memory: 15235 grad_norm: 5.5808 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.3025 loss: 0.3025 2022/06/14 17:04:19 - mmengine - INFO - Exp name: timesformer_divST_8x32x1_15e_kinetics400_rgb_20220614_113611 2022/06/14 17:04:19 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/06/14 17:04:35 - mmengine - INFO - Epoch(val) [15][20/310] eta: 0:01:52 time: 0.089 data_time: 0.001 memory: 15235 2022/06/14 17:04:40 - mmengine - INFO - Epoch(val) [15][40/310] eta: 0:01:44 time: 0.087 data_time: 0.002 memory: 2470 2022/06/14 17:04:44 - mmengine - INFO - Epoch(val) [15][60/310] eta: 0:00:21 time: 0.087 data_time: 0.002 memory: 2470 2022/06/14 17:04:49 - mmengine - INFO - Epoch(val) [15][80/310] eta: 0:00:20 time: 0.094 data_time: 0.005 memory: 2470 2022/06/14 17:04:56 - mmengine - INFO - Epoch(val) [15][100/310] eta: 0:01:18 time: 0.087 data_time: 0.002 memory: 2470 2022/06/14 17:05:01 - mmengine - INFO - Epoch(val) [15][120/310] eta: 0:01:11 time: 0.084 data_time: 0.002 memory: 2470 2022/06/14 17:05:06 - mmengine - INFO - Epoch(val) [15][140/310] eta: 0:00:15 time: 0.096 data_time: 0.002 memory: 2470 2022/06/14 17:05:10 - mmengine - INFO - Epoch(val) [15][160/310] eta: 0:00:13 time: 0.090 data_time: 0.002 memory: 2470 2022/06/14 17:05:17 - mmengine - INFO - Epoch(val) [15][180/310] eta: 0:00:49 time: 0.093 data_time: 0.001 memory: 2470 2022/06/14 17:05:22 - mmengine - INFO - Epoch(val) [15][200/310] eta: 0:00:40 time: 0.091 data_time: 0.002 memory: 2470 2022/06/14 17:05:26 - mmengine - INFO - Epoch(val) [15][220/310] eta: 0:00:08 time: 0.093 data_time: 0.002 memory: 2470 2022/06/14 17:05:30 - mmengine - INFO - Epoch(val) [15][240/310] eta: 0:00:05 time: 0.089 data_time: 0.002 memory: 2470 2022/06/14 17:05:37 - mmengine - INFO - Epoch(val) [15][260/310] eta: 0:00:16 time: 0.094 data_time: 0.002 memory: 2470 2022/06/14 17:05:41 - mmengine - INFO - Epoch(val) [15][280/310] eta: 0:00:06 time: 0.084 data_time: 0.002 memory: 2470 2022/06/14 17:05:42 - mmengine - INFO - Epoch(val) [15][300/310] eta: 0:00:00 time: 0.083 data_time: 0.001 memory: 2470 2022/06/14 17:05:45 - mmengine - INFO - Epoch(val) [15][310/310] acc/top1: 0.7690 acc/top5: 0.9307 acc/mean1: 0.7688