2022/08/31 05:26:26 - mmengine - INFO - 184378 out of 184378 frames are valid. 2022/08/31 05:26:37 - mmengine - INFO - 50252 out of 50252 frames are valid. Name of parameter - Initialization information backbone.conv1.conv.weight - torch.Size([64, 3, 1, 7, 7]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv1.conv.weight - torch.Size([64, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.downsample.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.downsample.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.downsample.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv1.conv.weight - torch.Size([128, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.downsample.conv.weight - torch.Size([512, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.downsample.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.downsample.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv1.conv.weight - torch.Size([256, 512, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.downsample.conv.weight - torch.Size([1024, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.downsample.bn.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.downsample.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv1.conv.weight - torch.Size([512, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.downsample.conv.weight - torch.Size([2048, 1024, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.downsample.bn.weight - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.downsample.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.st_feat_conv.weight - torch.Size([512, 2048, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.st_feat_conv.bias - torch.Size([512]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.lt_feat_conv.weight - torch.Size([512, 2048, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.lt_feat_conv.bias - torch.Size([512]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.non_local_layer_1.st_feat_conv.conv.weight - torch.Size([512, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.non_local_layer_1.st_feat_conv.conv.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_1.lt_feat_conv.conv.weight - torch.Size([512, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.non_local_layer_1.lt_feat_conv.conv.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_1.global_conv.conv.weight - torch.Size([512, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.non_local_layer_1.global_conv.conv.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_1.ln.weight - torch.Size([512, 1, 1, 1]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_1.ln.bias - torch.Size([512, 1, 1, 1]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_1.out_conv.conv.weight - torch.Size([512, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.non_local_layer_1.out_conv.conv.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_2.st_feat_conv.conv.weight - torch.Size([512, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.non_local_layer_2.st_feat_conv.conv.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_2.lt_feat_conv.conv.weight - torch.Size([512, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.non_local_layer_2.lt_feat_conv.conv.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_2.global_conv.conv.weight - torch.Size([512, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.non_local_layer_2.global_conv.conv.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_2.ln.weight - torch.Size([512, 1, 1, 1]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_2.ln.bias - torch.Size([512, 1, 1, 1]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.shared_head.fbo.non_local_layer_2.out_conv.conv.weight - torch.Size([512, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in FBOHead roi_head.shared_head.fbo.non_local_layer_2.out_conv.conv.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.bbox_head.fc_cls.weight - torch.Size([81, 2560]): Initialized by user-defined `init_weights` in BBoxHeadAVA roi_head.bbox_head.fc_cls.bias - torch.Size([81]): Initialized by user-defined `init_weights` in BBoxHeadAVA 2022/08/31 05:26:39 - mmengine - INFO - Load checkpoint from https://download.openmmlab.com/mmaction/recognition/slowonly/slowonly_r50_4x16x1_256e_kinetics400_rgb/slowonly_r50_4x16x1_256e_kinetics400_rgb_20200704-a69556c6.pth 2022/08/31 05:26:39 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3 by HardDiskBackend. 2022/08/31 05:27:56 - mmengine - INFO - Epoch(train) [1][20/1921] lr: 1.5267e-02 eta: 1 day, 17:20:10 time: 3.8753 data_time: 3.2837 memory: 8577 grad_norm: 0.9058 recall@thr=0.5: 0.2917 prec@thr=0.5: 0.5926 recall@top3: 0.4931 prec@top3: 0.4815 recall@top5: 0.7894 prec@top5: 0.4500 loss_action_cls: 0.1961 loss: 0.1961 2022/08/31 05:28:07 - mmengine - INFO - Epoch(train) [1][40/1921] lr: 1.5548e-02 eta: 23:30:59 time: 0.5364 data_time: 0.0237 memory: 8526 grad_norm: 0.3355 recall@thr=0.5: 0.3083 prec@thr=0.5: 0.4583 recall@top3: 0.5222 prec@top3: 0.4778 recall@top5: 0.7972 prec@top5: 0.4267 loss_action_cls: 0.1030 loss: 0.1030 2022/08/31 05:28:17 - mmengine - INFO - Epoch(train) [1][60/1921] lr: 1.5829e-02 eta: 17:24:48 time: 0.4910 data_time: 0.0159 memory: 8500 grad_norm: 0.2984 recall@thr=0.5: 0.3914 prec@thr=0.5: 0.5227 recall@top3: 0.5808 prec@top3: 0.5051 recall@top5: 0.8485 prec@top5: 0.4303 loss_action_cls: 0.0903 loss: 0.0903 2022/08/31 05:28:28 - mmengine - INFO - Epoch(train) [1][80/1921] lr: 1.6110e-02 eta: 14:28:06 time: 0.5315 data_time: 0.0132 memory: 8577 grad_norm: 0.2431 recall@thr=0.5: 0.3125 prec@thr=0.5: 0.5231 recall@top3: 0.6088 prec@top3: 0.5926 recall@top5: 0.8495 prec@top5: 0.4944 loss_action_cls: 0.0832 loss: 0.0832 2022/08/31 05:28:38 - mmengine - INFO - Epoch(train) [1][100/1921] lr: 1.6392e-02 eta: 12:39:18 time: 0.5103 data_time: 0.0154 memory: 8534 grad_norm: 0.2386 recall@thr=0.5: 0.4583 prec@thr=0.5: 0.5417 recall@top3: 0.5833 prec@top3: 0.4524 recall@top5: 0.7560 prec@top5: 0.3571 loss_action_cls: 0.0858 loss: 0.0858 2022/08/31 05:28:48 - mmengine - INFO - Epoch(train) [1][120/1921] lr: 1.6673e-02 eta: 11:27:46 time: 0.5202 data_time: 0.0189 memory: 8542 grad_norm: 0.2210 recall@thr=0.5: 0.4140 prec@thr=0.5: 0.5231 recall@top3: 0.5538 prec@top3: 0.4946 recall@top5: 0.8011 prec@top5: 0.4194 loss_action_cls: 0.0748 loss: 0.0748 2022/08/31 05:28:58 - mmengine - INFO - Epoch(train) [1][140/1921] lr: 1.6954e-02 eta: 10:35:50 time: 0.5116 data_time: 0.0149 memory: 8568 grad_norm: 0.2207 recall@thr=0.5: 0.2907 prec@thr=0.5: 0.5122 recall@top3: 0.5610 prec@top3: 0.5122 recall@top5: 0.7581 prec@top5: 0.4146 loss_action_cls: 0.0769 loss: 0.0769 2022/08/31 05:29:09 - mmengine - INFO - Epoch(train) [1][160/1921] lr: 1.7235e-02 eta: 9:57:18 time: 0.5174 data_time: 0.0164 memory: 8491 grad_norm: 0.2009 recall@thr=0.5: 0.2769 prec@thr=0.5: 0.3548 recall@top3: 0.4919 prec@top3: 0.3763 recall@top5: 0.7419 prec@top5: 0.3419 loss_action_cls: 0.0672 loss: 0.0672 2022/08/31 05:29:19 - mmengine - INFO - Epoch(train) [1][180/1921] lr: 1.7516e-02 eta: 9:26:32 time: 0.5065 data_time: 0.0164 memory: 8585 grad_norm: 0.1924 recall@thr=0.5: 0.5197 prec@thr=0.5: 0.5833 recall@top3: 0.6864 prec@top3: 0.5789 recall@top5: 0.8224 prec@top5: 0.4211 loss_action_cls: 0.0705 loss: 0.0705 2022/08/31 05:29:29 - mmengine - INFO - Epoch(train) [1][200/1921] lr: 1.7797e-02 eta: 9:02:47 time: 0.5209 data_time: 0.0192 memory: 8620 grad_norm: 0.1888 recall@thr=0.5: 0.4977 prec@thr=0.5: 0.6622 recall@top3: 0.7072 prec@top3: 0.5405 recall@top5: 0.9189 prec@top5: 0.4486 loss_action_cls: 0.0721 loss: 0.0721 2022/08/31 05:29:40 - mmengine - INFO - Epoch(train) [1][220/1921] lr: 1.8078e-02 eta: 8:43:37 time: 0.5258 data_time: 0.0158 memory: 8594 grad_norm: 0.1781 recall@thr=0.5: 0.3762 prec@thr=0.5: 0.5286 recall@top3: 0.6238 prec@top3: 0.4857 recall@top5: 0.7810 prec@top5: 0.3771 loss_action_cls: 0.0656 loss: 0.0656 2022/08/31 05:29:50 - mmengine - INFO - Epoch(train) [1][240/1921] lr: 1.8360e-02 eta: 8:26:56 time: 0.5129 data_time: 0.0156 memory: 8542 grad_norm: 0.1714 recall@thr=0.5: 0.3482 prec@thr=0.5: 0.5774 recall@top3: 0.6042 prec@top3: 0.5714 recall@top5: 0.8333 prec@top5: 0.4500 loss_action_cls: 0.0684 loss: 0.0684 2022/08/31 05:30:01 - mmengine - INFO - Epoch(train) [1][260/1921] lr: 1.8641e-02 eta: 8:13:00 time: 0.5175 data_time: 0.0161 memory: 8612 grad_norm: 0.1865 recall@thr=0.5: 0.3500 prec@thr=0.5: 0.6361 recall@top3: 0.5889 prec@top3: 0.5111 recall@top5: 0.7972 prec@top5: 0.4333 loss_action_cls: 0.0692 loss: 0.0692 2022/08/31 05:30:11 - mmengine - INFO - Epoch(train) [1][280/1921] lr: 1.8922e-02 eta: 8:01:51 time: 0.5351 data_time: 0.0164 memory: 8500 grad_norm: 0.1845 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5660 recall@top3: 0.7083 prec@top3: 0.5417 recall@top5: 0.8750 prec@top5: 0.4250 loss_action_cls: 0.0644 loss: 0.0644 2022/08/31 05:30:22 - mmengine - INFO - Epoch(train) [1][300/1921] lr: 1.9203e-02 eta: 7:51:39 time: 0.5231 data_time: 0.0158 memory: 8594 grad_norm: 0.1658 recall@thr=0.5: 0.4435 prec@thr=0.5: 0.6310 recall@top3: 0.5863 prec@top3: 0.5357 recall@top5: 0.7589 prec@top5: 0.4143 loss_action_cls: 0.0626 loss: 0.0626 2022/08/31 05:30:32 - mmengine - INFO - Epoch(train) [1][320/1921] lr: 1.9484e-02 eta: 7:41:48 time: 0.5004 data_time: 0.0144 memory: 8559 grad_norm: 0.1781 recall@thr=0.5: 0.2727 prec@thr=0.5: 0.3030 recall@top3: 0.3902 prec@top3: 0.3030 recall@top5: 0.5833 prec@top5: 0.2727 loss_action_cls: 0.0664 loss: 0.0664 2022/08/31 05:30:42 - mmengine - INFO - Epoch(train) [1][340/1921] lr: 1.9765e-02 eta: 7:34:00 time: 0.5250 data_time: 0.0144 memory: 8620 grad_norm: 0.1710 recall@thr=0.5: 0.4451 prec@thr=0.5: 0.5928 recall@top3: 0.6193 prec@top3: 0.5682 recall@top5: 0.8125 prec@top5: 0.4500 loss_action_cls: 0.0635 loss: 0.0635 2022/08/31 05:30:52 - mmengine - INFO - Epoch(train) [1][360/1921] lr: 2.0046e-02 eta: 7:26:21 time: 0.5049 data_time: 0.0169 memory: 8559 grad_norm: 0.1650 recall@thr=0.5: 0.3036 prec@thr=0.5: 0.4881 recall@top3: 0.6468 prec@top3: 0.6270 recall@top5: 0.7778 prec@top5: 0.4667 loss_action_cls: 0.0591 loss: 0.0591 2022/08/31 05:31:03 - mmengine - INFO - Epoch(train) [1][380/1921] lr: 2.0327e-02 eta: 7:20:38 time: 0.5395 data_time: 0.0174 memory: 8526 grad_norm: 0.1667 recall@thr=0.5: 0.2083 prec@thr=0.5: 0.2604 recall@top3: 0.5781 prec@top3: 0.5104 recall@top5: 0.8099 prec@top5: 0.4312 loss_action_cls: 0.0582 loss: 0.0582 2022/08/31 05:31:13 - mmengine - INFO - Epoch(train) [1][400/1921] lr: 2.0609e-02 eta: 7:14:29 time: 0.5083 data_time: 0.0181 memory: 8568 grad_norm: 0.1832 recall@thr=0.5: 0.2917 prec@thr=0.5: 0.4219 recall@top3: 0.4844 prec@top3: 0.4167 recall@top5: 0.6224 prec@top5: 0.3250 loss_action_cls: 0.0632 loss: 0.0632 2022/08/31 05:31:23 - mmengine - INFO - Epoch(train) [1][420/1921] lr: 2.0890e-02 eta: 7:08:48 time: 0.5046 data_time: 0.0175 memory: 8637 grad_norm: 0.1632 recall@thr=0.5: 0.4536 prec@thr=0.5: 0.5245 recall@top3: 0.6461 prec@top3: 0.5556 recall@top5: 0.8042 prec@top5: 0.4353 loss_action_cls: 0.0611 loss: 0.0611 2022/08/31 05:31:34 - mmengine - INFO - Epoch(train) [1][440/1921] lr: 2.1171e-02 eta: 7:03:50 time: 0.5126 data_time: 0.0178 memory: 8602 grad_norm: 0.1629 recall@thr=0.5: 0.4302 prec@thr=0.5: 0.5000 recall@top3: 0.6802 prec@top3: 0.4685 recall@top5: 0.8604 prec@top5: 0.3622 loss_action_cls: 0.0603 loss: 0.0603 2022/08/31 05:31:44 - mmengine - INFO - Epoch(train) [1][460/1921] lr: 2.1452e-02 eta: 6:59:46 time: 0.5296 data_time: 0.0180 memory: 8491 grad_norm: 0.1582 recall@thr=0.5: 0.4355 prec@thr=0.5: 0.4973 recall@top3: 0.5941 prec@top3: 0.4839 recall@top5: 0.8441 prec@top5: 0.4129 loss_action_cls: 0.0578 loss: 0.0578 2022/08/31 05:31:54 - mmengine - INFO - Epoch(train) [1][480/1921] lr: 2.1733e-02 eta: 6:55:11 time: 0.4980 data_time: 0.0200 memory: 8482 grad_norm: 0.1483 recall@thr=0.5: 0.3177 prec@thr=0.5: 0.4010 recall@top3: 0.6771 prec@top3: 0.6146 recall@top5: 0.8391 prec@top5: 0.4750 loss_action_cls: 0.0578 loss: 0.0578 2022/08/31 05:32:05 - mmengine - INFO - Epoch(train) [1][500/1921] lr: 2.2014e-02 eta: 6:51:48 time: 0.5313 data_time: 0.0164 memory: 8585 grad_norm: 0.1492 recall@thr=0.5: 0.4770 prec@thr=0.5: 0.6695 recall@top3: 0.7460 prec@top3: 0.5862 recall@top5: 0.8057 prec@top5: 0.3931 loss_action_cls: 0.0578 loss: 0.0578 2022/08/31 05:32:15 - mmengine - INFO - Epoch(train) [1][520/1921] lr: 2.2295e-02 eta: 6:47:45 time: 0.4941 data_time: 0.0174 memory: 8447 grad_norm: 0.1532 recall@thr=0.5: 0.4192 prec@thr=0.5: 0.5051 recall@top3: 0.6288 prec@top3: 0.3939 recall@top5: 0.7677 prec@top5: 0.3091 loss_action_cls: 0.0595 loss: 0.0595 2022/08/31 05:32:25 - mmengine - INFO - Epoch(train) [1][540/1921] lr: 2.2577e-02 eta: 6:44:33 time: 0.5175 data_time: 0.0153 memory: 8552 grad_norm: 0.1532 recall@thr=0.5: 0.3987 prec@thr=0.5: 0.5310 recall@top3: 0.6242 prec@top3: 0.5490 recall@top5: 0.8549 prec@top5: 0.4588 loss_action_cls: 0.0565 loss: 0.0565 2022/08/31 05:32:35 - mmengine - INFO - Epoch(train) [1][560/1921] lr: 2.2858e-02 eta: 6:41:23 time: 0.5099 data_time: 0.0155 memory: 8526 grad_norm: 0.1461 recall@thr=0.5: 0.5229 prec@thr=0.5: 0.6792 recall@top3: 0.6746 prec@top3: 0.5500 recall@top5: 0.8921 prec@top5: 0.4500 loss_action_cls: 0.0563 loss: 0.0563 2022/08/31 05:32:46 - mmengine - INFO - Epoch(train) [1][580/1921] lr: 2.3139e-02 eta: 6:38:48 time: 0.5272 data_time: 0.0181 memory: 8526 grad_norm: 0.1475 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.4877 recall@top3: 0.6975 prec@top3: 0.4444 recall@top5: 0.8457 prec@top5: 0.3333 loss_action_cls: 0.0545 loss: 0.0545 2022/08/31 05:32:56 - mmengine - INFO - Epoch(train) [1][600/1921] lr: 2.3420e-02 eta: 6:35:43 time: 0.4960 data_time: 0.0164 memory: 8714 grad_norm: 0.1465 recall@thr=0.5: 0.4596 prec@thr=0.5: 0.6136 recall@top3: 0.6364 prec@top3: 0.5859 recall@top5: 0.8586 prec@top5: 0.4848 loss_action_cls: 0.0565 loss: 0.0565 2022/08/31 05:33:06 - mmengine - INFO - Epoch(train) [1][620/1921] lr: 2.3701e-02 eta: 6:33:33 time: 0.5309 data_time: 0.0139 memory: 8585 grad_norm: 0.1457 recall@thr=0.5: 0.6171 prec@thr=0.5: 0.7613 recall@top3: 0.7297 prec@top3: 0.5856 recall@top5: 0.8851 prec@top5: 0.4486 loss_action_cls: 0.0539 loss: 0.0539 2022/08/31 05:33:16 - mmengine - INFO - Epoch(train) [1][640/1921] lr: 2.3982e-02 eta: 6:31:01 time: 0.5072 data_time: 0.0175 memory: 8465 grad_norm: 0.1504 recall@thr=0.5: 0.4138 prec@thr=0.5: 0.6034 recall@top3: 0.7213 prec@top3: 0.6782 recall@top5: 0.9195 prec@top5: 0.5310 loss_action_cls: 0.0554 loss: 0.0554 2022/08/31 05:33:27 - mmengine - INFO - Epoch(train) [1][660/1921] lr: 2.4263e-02 eta: 6:29:02 time: 0.5277 data_time: 0.0182 memory: 8534 grad_norm: 0.1488 recall@thr=0.5: 0.5653 prec@thr=0.5: 0.6171 recall@top3: 0.7023 prec@top3: 0.5225 recall@top5: 0.8572 prec@top5: 0.3892 loss_action_cls: 0.0573 loss: 0.0573 2022/08/31 05:33:37 - mmengine - INFO - Epoch(train) [1][680/1921] lr: 2.4544e-02 eta: 6:26:42 time: 0.5027 data_time: 0.0170 memory: 8526 grad_norm: 0.1390 recall@thr=0.5: 0.4817 prec@thr=0.5: 0.6423 recall@top3: 0.6341 prec@top3: 0.5285 recall@top5: 0.8415 prec@top5: 0.4341 loss_action_cls: 0.0583 loss: 0.0583 2022/08/31 05:33:48 - mmengine - INFO - Epoch(train) [1][700/1921] lr: 2.4826e-02 eta: 6:24:53 time: 0.5250 data_time: 0.0172 memory: 8542 grad_norm: 0.1494 recall@thr=0.5: 0.5238 prec@thr=0.5: 0.6429 recall@top3: 0.6845 prec@top3: 0.4643 recall@top5: 0.8690 prec@top5: 0.3500 loss_action_cls: 0.0566 loss: 0.0566 2022/08/31 05:33:58 - mmengine - INFO - Epoch(train) [1][720/1921] lr: 2.5107e-02 eta: 6:23:03 time: 0.5191 data_time: 0.0164 memory: 8482 grad_norm: 0.1361 recall@thr=0.5: 0.4394 prec@thr=0.5: 0.6162 recall@top3: 0.7525 prec@top3: 0.5556 recall@top5: 0.9369 prec@top5: 0.4364 loss_action_cls: 0.0556 loss: 0.0556 2022/08/31 05:34:08 - mmengine - INFO - Epoch(train) [1][740/1921] lr: 2.5388e-02 eta: 6:20:50 time: 0.4912 data_time: 0.0190 memory: 8465 grad_norm: 0.1394 recall@thr=0.5: 0.4583 prec@thr=0.5: 0.5833 recall@top3: 0.6591 prec@top3: 0.4848 recall@top5: 0.8295 prec@top5: 0.3909 loss_action_cls: 0.0532 loss: 0.0532 2022/08/31 05:34:18 - mmengine - INFO - Epoch(train) [1][760/1921] lr: 2.5669e-02 eta: 6:19:12 time: 0.5197 data_time: 0.0149 memory: 8534 grad_norm: 0.1424 recall@thr=0.5: 0.4833 prec@thr=0.5: 0.5852 recall@top3: 0.7130 prec@top3: 0.5333 recall@top5: 0.9019 prec@top5: 0.4178 loss_action_cls: 0.0553 loss: 0.0553 2022/08/31 05:34:28 - mmengine - INFO - Epoch(train) [1][780/1921] lr: 2.5950e-02 eta: 6:17:18 time: 0.4989 data_time: 0.0186 memory: 8542 grad_norm: 0.1404 recall@thr=0.5: 0.5830 prec@thr=0.5: 0.7102 recall@top3: 0.6841 prec@top3: 0.6364 recall@top5: 0.8932 prec@top5: 0.5045 loss_action_cls: 0.0573 loss: 0.0573 2022/08/31 05:34:38 - mmengine - INFO - Epoch(train) [1][800/1921] lr: 2.6231e-02 eta: 6:15:37 time: 0.5065 data_time: 0.0159 memory: 8602 grad_norm: 0.1407 recall@thr=0.5: 0.5577 prec@thr=0.5: 0.7222 recall@top3: 0.6752 prec@top3: 0.6410 recall@top5: 0.8718 prec@top5: 0.5077 loss_action_cls: 0.0565 loss: 0.0565 2022/08/31 05:34:48 - mmengine - INFO - Epoch(train) [1][820/1921] lr: 2.6512e-02 eta: 6:13:49 time: 0.4939 data_time: 0.0194 memory: 8491 grad_norm: 0.1434 recall@thr=0.5: 0.5972 prec@thr=0.5: 0.6972 recall@top3: 0.7250 prec@top3: 0.5444 recall@top5: 0.8722 prec@top5: 0.4067 loss_action_cls: 0.0536 loss: 0.0536 2022/08/31 05:34:59 - mmengine - INFO - Epoch(train) [1][840/1921] lr: 2.6794e-02 eta: 6:12:34 time: 0.5259 data_time: 0.0182 memory: 8500 grad_norm: 0.1381 recall@thr=0.5: 0.5573 prec@thr=0.5: 0.6615 recall@top3: 0.6875 prec@top3: 0.5625 recall@top5: 0.8750 prec@top5: 0.4375 loss_action_cls: 0.0555 loss: 0.0555 2022/08/31 05:35:09 - mmengine - INFO - Epoch(train) [1][860/1921] lr: 2.7075e-02 eta: 6:11:27 time: 0.5322 data_time: 0.0166 memory: 8517 grad_norm: 0.1381 recall@thr=0.5: 0.5368 prec@thr=0.5: 0.7009 recall@top3: 0.6483 prec@top3: 0.5214 recall@top5: 0.8590 prec@top5: 0.4205 loss_action_cls: 0.0525 loss: 0.0525 2022/08/31 05:35:20 - mmengine - INFO - Epoch(train) [1][880/1921] lr: 2.7356e-02 eta: 6:10:08 time: 0.5150 data_time: 0.0158 memory: 8542 grad_norm: 0.1338 recall@thr=0.5: 0.5247 prec@thr=0.5: 0.6420 recall@top3: 0.6852 prec@top3: 0.5185 recall@top5: 0.8519 prec@top5: 0.4148 loss_action_cls: 0.0535 loss: 0.0535 2022/08/31 05:35:30 - mmengine - INFO - Epoch(train) [1][900/1921] lr: 2.7637e-02 eta: 6:08:53 time: 0.5151 data_time: 0.0178 memory: 8500 grad_norm: 0.1357 recall@thr=0.5: 0.4425 prec@thr=0.5: 0.6207 recall@top3: 0.5977 prec@top3: 0.4828 recall@top5: 0.7414 prec@top5: 0.3586 loss_action_cls: 0.0545 loss: 0.0545 2022/08/31 05:35:40 - mmengine - INFO - Epoch(train) [1][920/1921] lr: 2.7918e-02 eta: 6:07:18 time: 0.4888 data_time: 0.0165 memory: 8465 grad_norm: 0.1416 recall@thr=0.5: 0.4453 prec@thr=0.5: 0.5964 recall@top3: 0.6302 prec@top3: 0.5729 recall@top5: 0.8568 prec@top5: 0.4687 loss_action_cls: 0.0553 loss: 0.0553 2022/08/31 05:35:50 - mmengine - INFO - Epoch(train) [1][940/1921] lr: 2.8199e-02 eta: 6:06:09 time: 0.5148 data_time: 0.0145 memory: 8534 grad_norm: 0.1300 recall@thr=0.5: 0.5362 prec@thr=0.5: 0.7174 recall@top3: 0.8478 prec@top3: 0.5652 recall@top5: 0.9348 prec@top5: 0.3826 loss_action_cls: 0.0514 loss: 0.0514 2022/08/31 05:36:01 - mmengine - INFO - Epoch(train) [1][960/1921] lr: 2.8480e-02 eta: 6:05:13 time: 0.5306 data_time: 0.0175 memory: 8526 grad_norm: 0.1364 recall@thr=0.5: 0.5479 prec@thr=0.5: 0.7163 recall@top3: 0.6436 prec@top3: 0.5887 recall@top5: 0.8457 prec@top5: 0.4766 loss_action_cls: 0.0546 loss: 0.0546 2022/08/31 05:36:11 - mmengine - INFO - Epoch(train) [1][980/1921] lr: 2.8761e-02 eta: 6:03:59 time: 0.5028 data_time: 0.0164 memory: 8577 grad_norm: 0.1371 recall@thr=0.5: 0.5806 prec@thr=0.5: 0.5914 recall@top3: 0.7796 prec@top3: 0.5376 recall@top5: 0.9140 prec@top5: 0.3677 loss_action_cls: 0.0501 loss: 0.0501 2022/08/31 05:36:21 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 05:36:21 - mmengine - INFO - Epoch(train) [1][1000/1921] lr: 2.9043e-02 eta: 6:02:55 time: 0.5129 data_time: 0.0158 memory: 8534 grad_norm: 0.1361 recall@thr=0.5: 0.6367 prec@thr=0.5: 0.7067 recall@top3: 0.7833 prec@top3: 0.5867 recall@top5: 0.9300 prec@top5: 0.4320 loss_action_cls: 0.0544 loss: 0.0544 2022/08/31 05:36:31 - mmengine - INFO - Epoch(train) [1][1020/1921] lr: 2.9324e-02 eta: 6:01:37 time: 0.4923 data_time: 0.0188 memory: 8482 grad_norm: 0.1334 recall@thr=0.5: 0.3822 prec@thr=0.5: 0.5172 recall@top3: 0.5718 prec@top3: 0.4253 recall@top5: 0.7730 prec@top5: 0.3448 loss_action_cls: 0.0545 loss: 0.0545 2022/08/31 05:36:41 - mmengine - INFO - Epoch(train) [1][1040/1921] lr: 2.9605e-02 eta: 6:00:49 time: 0.5287 data_time: 0.0146 memory: 8542 grad_norm: 0.1301 recall@thr=0.5: 0.5735 prec@thr=0.5: 0.7157 recall@top3: 0.7157 prec@top3: 0.6078 recall@top5: 0.9534 prec@top5: 0.4882 loss_action_cls: 0.0549 loss: 0.0549 2022/08/31 05:36:52 - mmengine - INFO - Epoch(train) [1][1060/1921] lr: 2.9886e-02 eta: 6:00:04 time: 0.5322 data_time: 0.0185 memory: 8568 grad_norm: 0.1323 recall@thr=0.5: 0.5677 prec@thr=0.5: 0.5781 recall@top3: 0.6849 prec@top3: 0.4792 recall@top5: 0.8828 prec@top5: 0.4000 loss_action_cls: 0.0495 loss: 0.0495 2022/08/31 05:37:02 - mmengine - INFO - Epoch(train) [1][1080/1921] lr: 3.0167e-02 eta: 5:58:57 time: 0.4986 data_time: 0.0189 memory: 8594 grad_norm: 0.1321 recall@thr=0.5: 0.5806 prec@thr=0.5: 0.7157 recall@top3: 0.7194 prec@top3: 0.6111 recall@top5: 0.8343 prec@top5: 0.4444 loss_action_cls: 0.0545 loss: 0.0545 2022/08/31 05:37:12 - mmengine - INFO - Epoch(train) [1][1100/1921] lr: 3.0448e-02 eta: 5:58:04 time: 0.5158 data_time: 0.0158 memory: 8465 grad_norm: 0.1325 recall@thr=0.5: 0.6613 prec@thr=0.5: 0.7581 recall@top3: 0.8011 prec@top3: 0.6344 recall@top5: 0.9328 prec@top5: 0.4516 loss_action_cls: 0.0523 loss: 0.0523 2022/08/31 05:37:23 - mmengine - INFO - Epoch(train) [1][1120/1921] lr: 3.0729e-02 eta: 5:57:22 time: 0.5293 data_time: 0.0179 memory: 8526 grad_norm: 0.1294 recall@thr=0.5: 0.5415 prec@thr=0.5: 0.5732 recall@top3: 0.7232 prec@top3: 0.6098 recall@top5: 0.8935 prec@top5: 0.4732 loss_action_cls: 0.0548 loss: 0.0548 2022/08/31 05:37:33 - mmengine - INFO - Epoch(train) [1][1140/1921] lr: 3.1011e-02 eta: 5:56:16 time: 0.4920 data_time: 0.0176 memory: 8585 grad_norm: 0.1317 recall@thr=0.5: 0.6307 prec@thr=0.5: 0.6807 recall@top3: 0.7254 prec@top3: 0.6591 recall@top5: 0.9186 prec@top5: 0.5136 loss_action_cls: 0.0498 loss: 0.0498 2022/08/31 05:37:43 - mmengine - INFO - Epoch(train) [1][1160/1921] lr: 3.1292e-02 eta: 5:55:37 time: 0.5308 data_time: 0.0145 memory: 8534 grad_norm: 0.1250 recall@thr=0.5: 0.4599 prec@thr=0.5: 0.5946 recall@top3: 0.6405 prec@top3: 0.5225 recall@top5: 0.7820 prec@top5: 0.3892 loss_action_cls: 0.0540 loss: 0.0540 2022/08/31 05:37:53 - mmengine - INFO - Epoch(train) [1][1180/1921] lr: 3.1573e-02 eta: 5:54:44 time: 0.5063 data_time: 0.0171 memory: 8594 grad_norm: 0.1308 recall@thr=0.5: 0.4819 prec@thr=0.5: 0.5471 recall@top3: 0.7862 prec@top3: 0.5652 recall@top5: 0.9076 prec@top5: 0.4087 loss_action_cls: 0.0530 loss: 0.0530 2022/08/31 05:38:04 - mmengine - INFO - Epoch(train) [1][1200/1921] lr: 3.1854e-02 eta: 5:54:00 time: 0.5197 data_time: 0.0185 memory: 8552 grad_norm: 0.1300 recall@thr=0.5: 0.2554 prec@thr=0.5: 0.3038 recall@top3: 0.4516 prec@top3: 0.3871 recall@top5: 0.6344 prec@top5: 0.3226 loss_action_cls: 0.0523 loss: 0.0523 2022/08/31 05:38:14 - mmengine - INFO - Epoch(train) [1][1220/1921] lr: 3.2135e-02 eta: 5:53:00 time: 0.4901 data_time: 0.0178 memory: 8500 grad_norm: 0.1358 recall@thr=0.5: 0.4948 prec@thr=0.5: 0.5646 recall@top3: 0.8099 prec@top3: 0.5208 recall@top5: 0.8932 prec@top5: 0.3687 loss_action_cls: 0.0535 loss: 0.0535 2022/08/31 05:38:24 - mmengine - INFO - Epoch(train) [1][1240/1921] lr: 3.2416e-02 eta: 5:52:18 time: 0.5185 data_time: 0.0157 memory: 8689 grad_norm: 0.1256 recall@thr=0.5: 0.6556 prec@thr=0.5: 0.8403 recall@top3: 0.7951 prec@top3: 0.6458 recall@top5: 0.9153 prec@top5: 0.4625 loss_action_cls: 0.0504 loss: 0.0504 2022/08/31 05:38:34 - mmengine - INFO - Epoch(train) [1][1260/1921] lr: 3.2697e-02 eta: 5:51:31 time: 0.5089 data_time: 0.0172 memory: 8526 grad_norm: 0.1331 recall@thr=0.5: 0.5286 prec@thr=0.5: 0.7187 recall@top3: 0.6875 prec@top3: 0.5521 recall@top5: 0.8333 prec@top5: 0.4062 loss_action_cls: 0.0508 loss: 0.0508 2022/08/31 05:38:45 - mmengine - INFO - Epoch(train) [1][1280/1921] lr: 3.2978e-02 eta: 5:50:59 time: 0.5305 data_time: 0.0187 memory: 8612 grad_norm: 0.1252 recall@thr=0.5: 0.4389 prec@thr=0.5: 0.5750 recall@top3: 0.6222 prec@top3: 0.4889 recall@top5: 0.8278 prec@top5: 0.3867 loss_action_cls: 0.0545 loss: 0.0545 2022/08/31 05:38:54 - mmengine - INFO - Epoch(train) [1][1300/1921] lr: 3.3260e-02 eta: 5:50:01 time: 0.4855 data_time: 0.0159 memory: 8526 grad_norm: 0.1263 recall@thr=0.5: 0.3948 prec@thr=0.5: 0.4484 recall@top3: 0.5575 prec@top3: 0.4683 recall@top5: 0.7520 prec@top5: 0.3905 loss_action_cls: 0.0528 loss: 0.0528 2022/08/31 05:39:05 - mmengine - INFO - Epoch(train) [1][1320/1921] lr: 3.3541e-02 eta: 5:49:26 time: 0.5238 data_time: 0.0151 memory: 8594 grad_norm: 0.1356 recall@thr=0.5: 0.4588 prec@thr=0.5: 0.6404 recall@top3: 0.6189 prec@top3: 0.5789 recall@top5: 0.8785 prec@top5: 0.4684 loss_action_cls: 0.0524 loss: 0.0524 2022/08/31 05:39:15 - mmengine - INFO - Epoch(train) [1][1340/1921] lr: 3.3822e-02 eta: 5:48:38 time: 0.4992 data_time: 0.0193 memory: 8559 grad_norm: 0.1271 recall@thr=0.5: 0.6745 prec@thr=0.5: 0.7422 recall@top3: 0.8229 prec@top3: 0.6979 recall@top5: 0.9427 prec@top5: 0.4812 loss_action_cls: 0.0525 loss: 0.0525 2022/08/31 05:39:25 - mmengine - INFO - Epoch(train) [1][1360/1921] lr: 3.4103e-02 eta: 5:48:04 time: 0.5221 data_time: 0.0175 memory: 8559 grad_norm: 0.1238 recall@thr=0.5: 0.6368 prec@thr=0.5: 0.7607 recall@top3: 0.8034 prec@top3: 0.7094 recall@top5: 0.9551 prec@top5: 0.5128 loss_action_cls: 0.0509 loss: 0.0509 2022/08/31 05:39:36 - mmengine - INFO - Epoch(train) [1][1380/1921] lr: 3.4384e-02 eta: 5:47:29 time: 0.5207 data_time: 0.0182 memory: 8517 grad_norm: 0.1321 recall@thr=0.5: 0.6215 prec@thr=0.5: 0.7014 recall@top3: 0.7431 prec@top3: 0.5833 recall@top5: 0.8576 prec@top5: 0.4083 loss_action_cls: 0.0514 loss: 0.0514 2022/08/31 05:39:46 - mmengine - INFO - Epoch(train) [1][1400/1921] lr: 3.4665e-02 eta: 5:46:46 time: 0.5023 data_time: 0.0192 memory: 8552 grad_norm: 0.1369 recall@thr=0.5: 0.5368 prec@thr=0.5: 0.7034 recall@top3: 0.6985 prec@top3: 0.6765 recall@top5: 0.9534 prec@top5: 0.5647 loss_action_cls: 0.0494 loss: 0.0494 2022/08/31 05:39:56 - mmengine - INFO - Epoch(train) [1][1420/1921] lr: 3.4946e-02 eta: 5:46:17 time: 0.5283 data_time: 0.0179 memory: 8552 grad_norm: 0.1270 recall@thr=0.5: 0.6382 prec@thr=0.5: 0.6360 recall@top3: 0.7566 prec@top3: 0.5614 recall@top5: 0.9583 prec@top5: 0.4474 loss_action_cls: 0.0459 loss: 0.0459 2022/08/31 05:40:06 - mmengine - INFO - Epoch(train) [1][1440/1921] lr: 3.5228e-02 eta: 5:45:37 time: 0.5050 data_time: 0.0188 memory: 8559 grad_norm: 0.1246 recall@thr=0.5: 0.4250 prec@thr=0.5: 0.5799 recall@top3: 0.7142 prec@top3: 0.5625 recall@top5: 0.9090 prec@top5: 0.4375 loss_action_cls: 0.0479 loss: 0.0479 2022/08/31 05:40:17 - mmengine - INFO - Epoch(train) [1][1460/1921] lr: 3.5509e-02 eta: 5:44:58 time: 0.5056 data_time: 0.0212 memory: 8534 grad_norm: 0.1192 recall@thr=0.5: 0.7136 prec@thr=0.5: 0.7593 recall@top3: 0.7580 prec@top3: 0.5926 recall@top5: 0.8852 prec@top5: 0.4296 loss_action_cls: 0.0492 loss: 0.0492 2022/08/31 05:40:27 - mmengine - INFO - Epoch(train) [1][1480/1921] lr: 3.5790e-02 eta: 5:44:28 time: 0.5220 data_time: 0.0174 memory: 8559 grad_norm: 0.1251 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.7560 recall@top3: 0.7708 prec@top3: 0.5833 recall@top5: 0.9018 prec@top5: 0.4071 loss_action_cls: 0.0511 loss: 0.0511 2022/08/31 05:40:37 - mmengine - INFO - Epoch(train) [1][1500/1921] lr: 3.6071e-02 eta: 5:43:44 time: 0.4929 data_time: 0.0175 memory: 8447 grad_norm: 0.1259 recall@thr=0.5: 0.5471 prec@thr=0.5: 0.6961 recall@top3: 0.7196 prec@top3: 0.6373 recall@top5: 0.8931 prec@top5: 0.4824 loss_action_cls: 0.0498 loss: 0.0498 2022/08/31 05:40:48 - mmengine - INFO - Epoch(train) [1][1520/1921] lr: 3.6352e-02 eta: 5:43:20 time: 0.5326 data_time: 0.0143 memory: 8508 grad_norm: 0.1250 recall@thr=0.5: 0.6740 prec@thr=0.5: 0.6691 recall@top3: 0.7549 prec@top3: 0.6373 recall@top5: 0.9265 prec@top5: 0.4647 loss_action_cls: 0.0489 loss: 0.0489 2022/08/31 05:40:57 - mmengine - INFO - Epoch(train) [1][1540/1921] lr: 3.6633e-02 eta: 5:42:39 time: 0.4962 data_time: 0.0204 memory: 8534 grad_norm: 0.1214 recall@thr=0.5: 0.4357 prec@thr=0.5: 0.5500 recall@top3: 0.6810 prec@top3: 0.6095 recall@top5: 0.8071 prec@top5: 0.4343 loss_action_cls: 0.0472 loss: 0.0472 2022/08/31 05:41:08 - mmengine - INFO - Epoch(train) [1][1560/1921] lr: 3.6914e-02 eta: 5:42:22 time: 0.5448 data_time: 0.0142 memory: 8585 grad_norm: 0.1234 recall@thr=0.5: 0.4444 prec@thr=0.5: 0.6042 recall@top3: 0.6181 prec@top3: 0.4583 recall@top5: 0.7431 prec@top5: 0.3417 loss_action_cls: 0.0473 loss: 0.0473 2022/08/31 05:41:18 - mmengine - INFO - Epoch(train) [1][1580/1921] lr: 3.7195e-02 eta: 5:41:41 time: 0.4928 data_time: 0.0166 memory: 8534 grad_norm: 0.1229 recall@thr=0.5: 0.6358 prec@thr=0.5: 0.7037 recall@top3: 0.8148 prec@top3: 0.5679 recall@top5: 0.9383 prec@top5: 0.3926 loss_action_cls: 0.0467 loss: 0.0467 2022/08/31 05:41:29 - mmengine - INFO - Epoch(train) [1][1600/1921] lr: 3.7477e-02 eta: 5:41:24 time: 0.5435 data_time: 0.0155 memory: 8500 grad_norm: 0.1246 recall@thr=0.5: 0.7039 prec@thr=0.5: 0.7259 recall@top3: 0.8114 prec@top3: 0.6579 recall@top5: 0.9189 prec@top5: 0.4632 loss_action_cls: 0.0454 loss: 0.0454 2022/08/31 05:41:40 - mmengine - INFO - Epoch(train) [1][1620/1921] lr: 3.7758e-02 eta: 5:41:02 time: 0.5324 data_time: 0.0189 memory: 8542 grad_norm: 0.1198 recall@thr=0.5: 0.5229 prec@thr=0.5: 0.6896 recall@top3: 0.7104 prec@top3: 0.6250 recall@top5: 0.8917 prec@top5: 0.4900 loss_action_cls: 0.0497 loss: 0.0497 2022/08/31 05:41:50 - mmengine - INFO - Epoch(train) [1][1640/1921] lr: 3.8039e-02 eta: 5:40:35 time: 0.5205 data_time: 0.0184 memory: 8465 grad_norm: 0.1215 recall@thr=0.5: 0.4595 prec@thr=0.5: 0.5811 recall@top3: 0.7005 prec@top3: 0.5856 recall@top5: 0.9144 prec@top5: 0.4486 loss_action_cls: 0.0451 loss: 0.0451 2022/08/31 05:42:01 - mmengine - INFO - Epoch(train) [1][1660/1921] lr: 3.8320e-02 eta: 5:40:12 time: 0.5304 data_time: 0.0219 memory: 8645 grad_norm: 0.1283 recall@thr=0.5: 0.5149 prec@thr=0.5: 0.6220 recall@top3: 0.6726 prec@top3: 0.5833 recall@top5: 0.8452 prec@top5: 0.4429 loss_action_cls: 0.0493 loss: 0.0493 2022/08/31 05:42:11 - mmengine - INFO - Epoch(train) [1][1680/1921] lr: 3.8601e-02 eta: 5:39:32 time: 0.4879 data_time: 0.0185 memory: 8552 grad_norm: 0.1229 recall@thr=0.5: 0.5990 prec@thr=0.5: 0.6660 recall@top3: 0.6575 prec@top3: 0.5442 recall@top5: 0.8218 prec@top5: 0.4163 loss_action_cls: 0.0473 loss: 0.0473 2022/08/31 05:42:21 - mmengine - INFO - Epoch(train) [1][1700/1921] lr: 3.8882e-02 eta: 5:39:02 time: 0.5110 data_time: 0.0157 memory: 8585 grad_norm: 0.1191 recall@thr=0.5: 0.5718 prec@thr=0.5: 0.6724 recall@top3: 0.7471 prec@top3: 0.5402 recall@top5: 0.9052 prec@top5: 0.4138 loss_action_cls: 0.0480 loss: 0.0480 2022/08/31 05:42:31 - mmengine - INFO - Epoch(train) [1][1720/1921] lr: 3.9163e-02 eta: 5:38:39 time: 0.5261 data_time: 0.0190 memory: 8594 grad_norm: 0.1196 recall@thr=0.5: 0.6488 prec@thr=0.5: 0.7163 recall@top3: 0.7956 prec@top3: 0.6429 recall@top5: 0.9365 prec@top5: 0.4762 loss_action_cls: 0.0457 loss: 0.0457 2022/08/31 05:42:42 - mmengine - INFO - Epoch(train) [1][1740/1921] lr: 3.9445e-02 eta: 5:38:15 time: 0.5245 data_time: 0.0170 memory: 8662 grad_norm: 0.1227 recall@thr=0.5: 0.7091 prec@thr=0.5: 0.8672 recall@top3: 0.8478 prec@top3: 0.7849 recall@top5: 0.9629 prec@top5: 0.5548 loss_action_cls: 0.0508 loss: 0.0508 2022/08/31 05:42:52 - mmengine - INFO - Epoch(train) [1][1760/1921] lr: 3.9726e-02 eta: 5:37:50 time: 0.5178 data_time: 0.0192 memory: 8491 grad_norm: 0.1201 recall@thr=0.5: 0.6086 prec@thr=0.5: 0.7298 recall@top3: 0.7500 prec@top3: 0.5758 recall@top5: 0.9343 prec@top5: 0.4606 loss_action_cls: 0.0515 loss: 0.0515 2022/08/31 05:43:02 - mmengine - INFO - Epoch(train) [1][1780/1921] lr: 4.0007e-02 eta: 5:37:18 time: 0.5037 data_time: 0.0180 memory: 8654 grad_norm: 0.1212 recall@thr=0.5: 0.6818 prec@thr=0.5: 0.6768 recall@top3: 0.7475 prec@top3: 0.5859 recall@top5: 0.8283 prec@top5: 0.4000 loss_action_cls: 0.0489 loss: 0.0489 2022/08/31 05:43:13 - mmengine - INFO - Epoch(train) [1][1800/1921] lr: 4.0288e-02 eta: 5:36:55 time: 0.5228 data_time: 0.0178 memory: 8517 grad_norm: 0.1192 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7214 recall@top3: 0.7500 prec@top3: 0.6476 recall@top5: 0.9381 prec@top5: 0.4914 loss_action_cls: 0.0468 loss: 0.0468 2022/08/31 05:43:23 - mmengine - INFO - Epoch(train) [1][1820/1921] lr: 4.0569e-02 eta: 5:36:24 time: 0.5015 data_time: 0.0179 memory: 8602 grad_norm: 0.1183 recall@thr=0.5: 0.5876 prec@thr=0.5: 0.5962 recall@top3: 0.7585 prec@top3: 0.6496 recall@top5: 0.8889 prec@top5: 0.4462 loss_action_cls: 0.0511 loss: 0.0511 2022/08/31 05:43:33 - mmengine - INFO - Epoch(train) [1][1840/1921] lr: 4.0850e-02 eta: 5:35:59 time: 0.5181 data_time: 0.0168 memory: 8534 grad_norm: 0.1210 recall@thr=0.5: 0.4245 prec@thr=0.5: 0.5784 recall@top3: 0.5892 prec@top3: 0.4902 recall@top5: 0.7304 prec@top5: 0.3882 loss_action_cls: 0.0517 loss: 0.0517 2022/08/31 05:43:44 - mmengine - INFO - Epoch(train) [1][1860/1921] lr: 4.1131e-02 eta: 5:35:39 time: 0.5266 data_time: 0.0177 memory: 8526 grad_norm: 0.1157 recall@thr=0.5: 0.5565 prec@thr=0.5: 0.7500 recall@top3: 0.6989 prec@top3: 0.6022 recall@top5: 0.7930 prec@top5: 0.4194 loss_action_cls: 0.0475 loss: 0.0475 2022/08/31 05:43:54 - mmengine - INFO - Epoch(train) [1][1880/1921] lr: 4.1412e-02 eta: 5:35:11 time: 0.5067 data_time: 0.0171 memory: 8526 grad_norm: 0.1205 recall@thr=0.5: 0.5412 prec@thr=0.5: 0.6447 recall@top3: 0.6899 prec@top3: 0.5877 recall@top5: 0.9039 prec@top5: 0.4842 loss_action_cls: 0.0468 loss: 0.0468 2022/08/31 05:44:04 - mmengine - INFO - Epoch(train) [1][1900/1921] lr: 4.1694e-02 eta: 5:34:50 time: 0.5242 data_time: 0.0180 memory: 8500 grad_norm: 0.1184 recall@thr=0.5: 0.5391 prec@thr=0.5: 0.5807 recall@top3: 0.7214 prec@top3: 0.5000 recall@top5: 0.8021 prec@top5: 0.3437 loss_action_cls: 0.0492 loss: 0.0492 2022/08/31 05:44:14 - mmengine - INFO - Epoch(train) [1][1920/1921] lr: 4.1975e-02 eta: 5:34:17 time: 0.4933 data_time: 0.0221 memory: 8629 grad_norm: 0.1163 recall@thr=0.5: 0.5730 prec@thr=0.5: 0.7143 recall@top3: 0.7190 prec@top3: 0.6429 recall@top5: 0.9159 prec@top5: 0.5095 loss_action_cls: 0.0486 loss: 0.0486 2022/08/31 05:44:14 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 05:44:14 - mmengine - INFO - Epoch(train) [1][1921/1921] lr: 4.1989e-02 eta: 5:34:17 time: 0.4900 data_time: 0.0193 memory: 6423 grad_norm: 0.1181 recall@thr=0.5: 0.7399 prec@thr=0.5: 0.8131 recall@top3: 0.8359 prec@top3: 0.6970 recall@top5: 0.8813 prec@top5: 0.4485 loss_action_cls: 0.0475 loss: 0.0475 2022/08/31 05:45:11 - mmengine - INFO - Epoch(val) [1][20/6282] eta: 4:55:00 time: 2.8266 data_time: 2.7890 memory: 2274 2022/08/31 05:45:12 - mmengine - INFO - Epoch(val) [1][40/6282] eta: 0:04:19 time: 0.0416 data_time: 0.0021 memory: 2274 2022/08/31 05:45:13 - mmengine - INFO - Epoch(val) [1][60/6282] eta: 0:04:14 time: 0.0409 data_time: 0.0027 memory: 2274 2022/08/31 05:45:14 - mmengine - INFO - Epoch(val) [1][80/6282] eta: 0:04:24 time: 0.0426 data_time: 0.0023 memory: 2274 2022/08/31 05:45:14 - mmengine - INFO - Epoch(val) [1][100/6282] eta: 0:04:12 time: 0.0408 data_time: 0.0020 memory: 2274 2022/08/31 05:45:15 - mmengine - INFO - Epoch(val) [1][120/6282] eta: 0:04:20 time: 0.0423 data_time: 0.0024 memory: 2308 2022/08/31 05:45:16 - mmengine - INFO - Epoch(val) [1][140/6282] eta: 0:04:31 time: 0.0442 data_time: 0.0018 memory: 2308 2022/08/31 05:45:17 - mmengine - INFO - Epoch(val) [1][160/6282] eta: 0:04:02 time: 0.0396 data_time: 0.0030 memory: 2308 2022/08/31 05:45:18 - mmengine - INFO - Epoch(val) [1][180/6282] eta: 0:04:24 time: 0.0434 data_time: 0.0025 memory: 2308 2022/08/31 05:45:19 - mmengine - INFO - Epoch(val) [1][200/6282] eta: 0:04:05 time: 0.0404 data_time: 0.0021 memory: 2308 2022/08/31 05:45:19 - mmengine - INFO - Epoch(val) [1][220/6282] eta: 0:04:13 time: 0.0417 data_time: 0.0031 memory: 2279 2022/08/31 05:45:20 - mmengine - INFO - Epoch(val) [1][240/6282] eta: 0:04:51 time: 0.0483 data_time: 0.0025 memory: 2279 2022/08/31 05:45:22 - mmengine - INFO - Epoch(val) [1][260/6282] eta: 0:06:28 time: 0.0646 data_time: 0.0025 memory: 2279 2022/08/31 05:45:23 - mmengine - INFO - Epoch(val) [1][280/6282] eta: 0:04:33 time: 0.0456 data_time: 0.0026 memory: 2279 2022/08/31 05:45:23 - mmengine - INFO - Epoch(val) [1][300/6282] eta: 0:04:03 time: 0.0406 data_time: 0.0019 memory: 2308 2022/08/31 05:45:24 - mmengine - INFO - Epoch(val) [1][320/6282] eta: 0:05:06 time: 0.0514 data_time: 0.0017 memory: 2308 2022/08/31 05:45:25 - mmengine - INFO - Epoch(val) [1][340/6282] eta: 0:05:00 time: 0.0505 data_time: 0.0032 memory: 2308 2022/08/31 05:45:26 - mmengine - INFO - Epoch(val) [1][360/6282] eta: 0:04:48 time: 0.0487 data_time: 0.0018 memory: 2308 2022/08/31 05:45:27 - mmengine - INFO - Epoch(val) [1][380/6282] eta: 0:04:52 time: 0.0496 data_time: 0.0024 memory: 2308 2022/08/31 05:45:28 - mmengine - INFO - Epoch(val) [1][400/6282] eta: 0:04:13 time: 0.0431 data_time: 0.0018 memory: 2308 2022/08/31 05:45:29 - mmengine - INFO - Epoch(val) [1][420/6282] eta: 0:04:16 time: 0.0438 data_time: 0.0025 memory: 2281 2022/08/31 05:45:30 - mmengine - INFO - Epoch(val) [1][440/6282] eta: 0:04:23 time: 0.0450 data_time: 0.0019 memory: 2281 2022/08/31 05:45:31 - mmengine - INFO - Epoch(val) [1][460/6282] eta: 0:04:29 time: 0.0463 data_time: 0.0018 memory: 2281 2022/08/31 05:45:32 - mmengine - INFO - Epoch(val) [1][480/6282] eta: 0:04:09 time: 0.0431 data_time: 0.0020 memory: 2281 2022/08/31 05:45:33 - mmengine - INFO - Epoch(val) [1][500/6282] eta: 0:04:00 time: 0.0415 data_time: 0.0026 memory: 2281 2022/08/31 05:45:34 - mmengine - INFO - Epoch(val) [1][520/6282] eta: 0:04:02 time: 0.0421 data_time: 0.0016 memory: 2279 2022/08/31 05:45:34 - mmengine - INFO - Epoch(val) [1][540/6282] eta: 0:04:23 time: 0.0459 data_time: 0.0025 memory: 2279 2022/08/31 05:45:35 - mmengine - INFO - Epoch(val) [1][560/6282] eta: 0:04:05 time: 0.0429 data_time: 0.0018 memory: 2279 2022/08/31 05:45:36 - mmengine - INFO - Epoch(val) [1][580/6282] eta: 0:04:25 time: 0.0466 data_time: 0.0018 memory: 2279 2022/08/31 05:45:37 - mmengine - INFO - Epoch(val) [1][600/6282] eta: 0:04:06 time: 0.0433 data_time: 0.0023 memory: 2279 2022/08/31 05:45:38 - mmengine - INFO - Epoch(val) [1][620/6282] eta: 0:04:01 time: 0.0427 data_time: 0.0017 memory: 2279 2022/08/31 05:45:39 - mmengine - INFO - Epoch(val) [1][640/6282] eta: 0:04:00 time: 0.0427 data_time: 0.0026 memory: 2277 2022/08/31 05:45:40 - mmengine - INFO - Epoch(val) [1][660/6282] eta: 0:04:05 time: 0.0438 data_time: 0.0030 memory: 2277 2022/08/31 05:45:40 - mmengine - INFO - Epoch(val) [1][680/6282] eta: 0:03:45 time: 0.0402 data_time: 0.0029 memory: 2277 2022/08/31 05:45:42 - mmengine - INFO - Epoch(val) [1][700/6282] eta: 0:06:22 time: 0.0685 data_time: 0.0021 memory: 2277 2022/08/31 05:45:43 - mmengine - INFO - Epoch(val) [1][720/6282] eta: 0:05:41 time: 0.0615 data_time: 0.0031 memory: 2319 2022/08/31 05:45:44 - mmengine - INFO - Epoch(val) [1][740/6282] eta: 0:04:55 time: 0.0534 data_time: 0.0015 memory: 2308 2022/08/31 05:45:45 - mmengine - INFO - Epoch(val) [1][760/6282] eta: 0:04:43 time: 0.0513 data_time: 0.0022 memory: 2308 2022/08/31 05:45:46 - mmengine - INFO - Epoch(val) [1][780/6282] eta: 0:04:25 time: 0.0483 data_time: 0.0021 memory: 2308 2022/08/31 05:45:47 - mmengine - INFO - Epoch(val) [1][800/6282] eta: 0:03:58 time: 0.0435 data_time: 0.0018 memory: 2308 2022/08/31 05:45:48 - mmengine - INFO - Epoch(val) [1][820/6282] eta: 0:04:05 time: 0.0449 data_time: 0.0027 memory: 2308 2022/08/31 05:45:49 - mmengine - INFO - Epoch(val) [1][840/6282] eta: 0:04:25 time: 0.0488 data_time: 0.0024 memory: 2279 2022/08/31 05:45:50 - mmengine - INFO - Epoch(val) [1][860/6282] eta: 0:04:21 time: 0.0483 data_time: 0.0014 memory: 2279 2022/08/31 05:45:51 - mmengine - INFO - Epoch(val) [1][880/6282] eta: 0:04:20 time: 0.0483 data_time: 0.0027 memory: 2279 2022/08/31 05:45:52 - mmengine - INFO - Epoch(val) [1][900/6282] eta: 0:04:15 time: 0.0475 data_time: 0.0038 memory: 2279 2022/08/31 05:45:53 - mmengine - INFO - Epoch(val) [1][920/6282] eta: 0:04:33 time: 0.0510 data_time: 0.0021 memory: 2279 2022/08/31 05:45:54 - mmengine - INFO - Epoch(val) [1][940/6282] eta: 0:03:20 time: 0.0376 data_time: 0.0021 memory: 2274 2022/08/31 05:45:54 - mmengine - INFO - Epoch(val) [1][960/6282] eta: 0:03:43 time: 0.0419 data_time: 0.0022 memory: 2274 2022/08/31 05:45:55 - mmengine - INFO - Epoch(val) [1][980/6282] eta: 0:03:54 time: 0.0442 data_time: 0.0020 memory: 2274 2022/08/31 05:45:56 - mmengine - INFO - Epoch(val) [1][1000/6282] eta: 0:03:56 time: 0.0448 data_time: 0.0024 memory: 2274 2022/08/31 05:45:57 - mmengine - INFO - Epoch(val) [1][1020/6282] eta: 0:03:45 time: 0.0429 data_time: 0.0019 memory: 2279 2022/08/31 05:45:58 - mmengine - INFO - Epoch(val) [1][1040/6282] eta: 0:03:50 time: 0.0440 data_time: 0.0025 memory: 2279 2022/08/31 05:45:59 - mmengine - INFO - Epoch(val) [1][1060/6282] eta: 0:04:01 time: 0.0462 data_time: 0.0018 memory: 2279 2022/08/31 05:46:00 - mmengine - INFO - Epoch(val) [1][1080/6282] eta: 0:03:46 time: 0.0436 data_time: 0.0027 memory: 2279 2022/08/31 05:46:01 - mmengine - INFO - Epoch(val) [1][1100/6282] eta: 0:03:33 time: 0.0412 data_time: 0.0024 memory: 2279 2022/08/31 05:46:02 - mmengine - INFO - Epoch(val) [1][1120/6282] eta: 0:05:56 time: 0.0690 data_time: 0.0019 memory: 2279 2022/08/31 05:46:03 - mmengine - INFO - Epoch(val) [1][1140/6282] eta: 0:03:32 time: 0.0412 data_time: 0.0029 memory: 2279 2022/08/31 05:46:04 - mmengine - INFO - Epoch(val) [1][1160/6282] eta: 0:03:48 time: 0.0446 data_time: 0.0019 memory: 2279 2022/08/31 05:46:05 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [1][1360/6282] eta: 0:04:03 time: 0.0494 data_time: 0.0029 memory: 2308 2022/08/31 05:46:15 - mmengine - INFO - Epoch(val) [1][1380/6282] eta: 0:04:05 time: 0.0502 data_time: 0.0028 memory: 2308 2022/08/31 05:46:16 - mmengine - INFO - Epoch(val) [1][1400/6282] eta: 0:04:10 time: 0.0514 data_time: 0.0044 memory: 2308 2022/08/31 05:46:16 - mmengine - INFO - Epoch(val) [1][1420/6282] eta: 0:03:41 time: 0.0457 data_time: 0.0025 memory: 2308 2022/08/31 05:46:17 - mmengine - INFO - Epoch(val) [1][1440/6282] eta: 0:04:05 time: 0.0507 data_time: 0.0025 memory: 2308 2022/08/31 05:46:18 - mmengine - INFO - Epoch(val) [1][1460/6282] eta: 0:03:59 time: 0.0496 data_time: 0.0024 memory: 2308 2022/08/31 05:46:19 - mmengine - INFO - Epoch(val) [1][1480/6282] eta: 0:03:41 time: 0.0461 data_time: 0.0019 memory: 2308 2022/08/31 05:46:20 - mmengine - INFO - Epoch(val) [1][1500/6282] eta: 0:03:42 time: 0.0466 data_time: 0.0020 memory: 2308 2022/08/31 05:46:22 - mmengine - INFO - Epoch(val) [1][1520/6282] eta: 0:05:46 time: 0.0729 data_time: 0.0025 memory: 2352 2022/08/31 05:46:23 - mmengine - INFO - Epoch(val) [1][1540/6282] eta: 0:03:38 time: 0.0461 data_time: 0.0020 memory: 2352 2022/08/31 05:46:24 - mmengine - INFO - Epoch(val) [1][1560/6282] eta: 0:03:35 time: 0.0455 data_time: 0.0020 memory: 2352 2022/08/31 05:46:25 - mmengine - INFO - Epoch(val) [1][1580/6282] eta: 0:03:34 time: 0.0457 data_time: 0.0032 memory: 2352 2022/08/31 05:46:26 - mmengine - INFO - Epoch(val) [1][1600/6282] eta: 0:03:50 time: 0.0492 data_time: 0.0024 memory: 2352 2022/08/31 05:46:26 - mmengine - INFO - Epoch(val) [1][1620/6282] eta: 0:03:24 time: 0.0439 data_time: 0.0025 memory: 2352 2022/08/31 05:46:27 - mmengine - INFO - Epoch(val) [1][1640/6282] eta: 0:03:44 time: 0.0483 data_time: 0.0030 memory: 2308 2022/08/31 05:46:28 - mmengine - INFO - Epoch(val) [1][1660/6282] eta: 0:03:30 time: 0.0455 data_time: 0.0021 memory: 2308 2022/08/31 05:46:29 - mmengine - INFO - Epoch(val) [1][1680/6282] eta: 0:03:15 time: 0.0426 data_time: 0.0031 memory: 2308 2022/08/31 05:46:30 - mmengine - INFO - Epoch(val) [1][1700/6282] eta: 0:03:50 time: 0.0503 data_time: 0.0020 memory: 2308 2022/08/31 05:46:31 - mmengine - INFO - Epoch(val) [1][1720/6282] eta: 0:04:00 time: 0.0528 data_time: 0.0028 memory: 2311 2022/08/31 05:46:32 - mmengine - INFO - Epoch(val) [1][1740/6282] eta: 0:03:10 time: 0.0419 data_time: 0.0027 memory: 2308 2022/08/31 05:46:33 - mmengine - INFO - Epoch(val) [1][1760/6282] eta: 0:03:20 time: 0.0444 data_time: 0.0023 memory: 2308 2022/08/31 05:46:34 - mmengine - INFO - Epoch(val) [1][1780/6282] eta: 0:03:35 time: 0.0480 data_time: 0.0021 memory: 2308 2022/08/31 05:46:35 - mmengine - INFO - Epoch(val) [1][1800/6282] eta: 0:03:17 time: 0.0441 data_time: 0.0024 memory: 2308 2022/08/31 05:46:36 - mmengine - INFO - Epoch(val) [1][1820/6282] eta: 0:03:39 time: 0.0492 data_time: 0.0022 memory: 2308 2022/08/31 05:46:37 - mmengine - INFO - Epoch(val) [1][1840/6282] eta: 0:03:30 time: 0.0474 data_time: 0.0027 memory: 2308 2022/08/31 05:46:38 - mmengine - INFO - Epoch(val) [1][1860/6282] eta: 0:03:41 time: 0.0501 data_time: 0.0042 memory: 2308 2022/08/31 05:46:39 - mmengine - INFO - Epoch(val) [1][1880/6282] eta: 0:03:42 time: 0.0506 data_time: 0.0031 memory: 2308 2022/08/31 05:46:40 - mmengine - INFO - Epoch(val) [1][1900/6282] eta: 0:03:30 time: 0.0481 data_time: 0.0034 memory: 2308 2022/08/31 05:46:41 - mmengine - INFO - Epoch(val) [1][1920/6282] eta: 0:03:42 time: 0.0510 data_time: 0.0027 memory: 2308 2022/08/31 05:46:42 - mmengine - INFO - Epoch(val) [1][1940/6282] eta: 0:04:56 time: 0.0682 data_time: 0.0023 memory: 2308 2022/08/31 05:46:43 - mmengine - INFO - Epoch(val) [1][1960/6282] eta: 0:03:08 time: 0.0436 data_time: 0.0026 memory: 2281 2022/08/31 05:46:44 - mmengine - INFO - Epoch(val) [1][1980/6282] eta: 0:02:53 time: 0.0403 data_time: 0.0021 memory: 2281 2022/08/31 05:46:45 - mmengine - INFO - Epoch(val) [1][2000/6282] eta: 0:02:51 time: 0.0400 data_time: 0.0021 memory: 2281 2022/08/31 05:46:45 - mmengine - INFO - Epoch(val) [1][2020/6282] eta: 0:03:01 time: 0.0426 data_time: 0.0021 memory: 2281 2022/08/31 05:46:46 - mmengine - INFO - Epoch(val) [1][2040/6282] eta: 0:02:51 time: 0.0405 data_time: 0.0027 memory: 2281 2022/08/31 05:46:47 - mmengine - INFO - Epoch(val) [1][2060/6282] eta: 0:03:07 time: 0.0444 data_time: 0.0036 memory: 2281 2022/08/31 05:46:48 - mmengine - INFO - Epoch(val) [1][2080/6282] eta: 0:03:10 time: 0.0453 data_time: 0.0032 memory: 2281 2022/08/31 05:46:49 - mmengine - INFO - Epoch(val) [1][2100/6282] eta: 0:03:11 time: 0.0458 data_time: 0.0024 memory: 2281 2022/08/31 05:46:50 - mmengine - INFO - Epoch(val) [1][2120/6282] eta: 0:02:59 time: 0.0431 data_time: 0.0026 memory: 2281 2022/08/31 05:46:51 - mmengine - INFO - Epoch(val) [1][2140/6282] eta: 0:02:49 time: 0.0410 data_time: 0.0019 memory: 2281 2022/08/31 05:46:51 - mmengine - INFO - Epoch(val) [1][2160/6282] eta: 0:03:00 time: 0.0438 data_time: 0.0034 memory: 2279 2022/08/31 05:46:52 - mmengine - INFO - Epoch(val) [1][2180/6282] eta: 0:02:59 time: 0.0438 data_time: 0.0025 memory: 2279 2022/08/31 05:46:53 - mmengine - INFO - Epoch(val) [1][2200/6282] eta: 0:03:09 time: 0.0464 data_time: 0.0030 memory: 2279 2022/08/31 05:46:54 - mmengine - INFO - Epoch(val) [1][2220/6282] eta: 0:02:45 time: 0.0406 data_time: 0.0018 memory: 2279 2022/08/31 05:46:55 - mmengine - INFO - Epoch(val) [1][2240/6282] eta: 0:03:03 time: 0.0454 data_time: 0.0023 memory: 2279 2022/08/31 05:46:56 - mmengine - INFO - Epoch(val) [1][2260/6282] eta: 0:02:44 time: 0.0409 data_time: 0.0019 memory: 2281 2022/08/31 05:46:57 - mmengine - INFO - Epoch(val) [1][2280/6282] eta: 0:02:56 time: 0.0441 data_time: 0.0027 memory: 2281 2022/08/31 05:46:58 - mmengine - INFO - Epoch(val) [1][2300/6282] eta: 0:02:51 time: 0.0430 data_time: 0.0022 memory: 2281 2022/08/31 05:46:58 - mmengine - INFO - Epoch(val) [1][2320/6282] eta: 0:02:51 time: 0.0432 data_time: 0.0032 memory: 2281 2022/08/31 05:46:59 - mmengine - INFO - Epoch(val) [1][2340/6282] eta: 0:02:50 time: 0.0434 data_time: 0.0033 memory: 2281 2022/08/31 05:47:00 - mmengine - INFO - Epoch(val) [1][2360/6282] eta: 0:02:59 time: 0.0457 data_time: 0.0020 memory: 2279 2022/08/31 05:47:02 - mmengine - INFO - Epoch(val) [1][2380/6282] eta: 0:04:29 time: 0.0692 data_time: 0.0020 memory: 2279 2022/08/31 05:47:02 - mmengine - INFO - Epoch(val) [1][2400/6282] eta: 0:02:49 time: 0.0437 data_time: 0.0021 memory: 2279 2022/08/31 05:47:03 - mmengine - INFO - Epoch(val) [1][2420/6282] eta: 0:02:40 time: 0.0417 data_time: 0.0024 memory: 2279 2022/08/31 05:47:04 - mmengine - INFO - Epoch(val) [1][2440/6282] eta: 0:03:10 time: 0.0496 data_time: 0.0026 memory: 2279 2022/08/31 05:47:05 - mmengine - INFO - Epoch(val) [1][2460/6282] eta: 0:02:36 time: 0.0410 data_time: 0.0025 memory: 2308 2022/08/31 05:47:06 - mmengine - INFO - Epoch(val) [1][2480/6282] eta: 0:03:13 time: 0.0509 data_time: 0.0027 memory: 2308 2022/08/31 05:47:07 - mmengine - INFO - Epoch(val) [1][2500/6282] eta: 0:03:01 time: 0.0479 data_time: 0.0038 memory: 2308 2022/08/31 05:47:08 - mmengine - INFO - Epoch(val) [1][2520/6282] eta: 0:03:09 time: 0.0503 data_time: 0.0019 memory: 2308 2022/08/31 05:47:09 - mmengine - INFO - Epoch(val) [1][2540/6282] eta: 0:03:12 time: 0.0513 data_time: 0.0022 memory: 2311 2022/08/31 05:47:10 - mmengine - INFO - Epoch(val) [1][2560/6282] eta: 0:02:55 time: 0.0472 data_time: 0.0024 memory: 2308 2022/08/31 05:47:11 - mmengine - INFO - Epoch(val) [1][2580/6282] eta: 0:03:02 time: 0.0494 data_time: 0.0038 memory: 2308 2022/08/31 05:47:12 - mmengine - INFO - Epoch(val) [1][2600/6282] eta: 0:03:13 time: 0.0524 data_time: 0.0043 memory: 2308 2022/08/31 05:47:13 - mmengine - INFO - Epoch(val) [1][2620/6282] eta: 0:03:15 time: 0.0534 data_time: 0.0043 memory: 2308 2022/08/31 05:47:14 - mmengine - INFO - Epoch(val) [1][2640/6282] eta: 0:02:56 time: 0.0485 data_time: 0.0030 memory: 2308 2022/08/31 05:47:15 - mmengine - INFO - Epoch(val) [1][2660/6282] eta: 0:02:34 time: 0.0426 data_time: 0.0022 memory: 2348 2022/08/31 05:47:16 - mmengine - INFO - Epoch(val) [1][2680/6282] eta: 0:02:49 time: 0.0471 data_time: 0.0018 memory: 2348 2022/08/31 05:47:17 - mmengine - INFO - Epoch(val) [1][2700/6282] eta: 0:02:32 time: 0.0425 data_time: 0.0022 memory: 2348 2022/08/31 05:47:18 - mmengine - INFO - Epoch(val) [1][2720/6282] eta: 0:02:42 time: 0.0455 data_time: 0.0022 memory: 2348 2022/08/31 05:47:19 - mmengine - INFO - Epoch(val) [1][2740/6282] eta: 0:02:59 time: 0.0507 data_time: 0.0025 memory: 2348 2022/08/31 05:47:20 - mmengine - INFO - Epoch(val) [1][2760/6282] eta: 0:02:17 time: 0.0390 data_time: 0.0023 memory: 2281 2022/08/31 05:47:20 - mmengine - INFO - Epoch(val) [1][2780/6282] eta: 0:02:32 time: 0.0436 data_time: 0.0028 memory: 2281 2022/08/31 05:47:21 - mmengine - INFO - Epoch(val) [1][2800/6282] eta: 0:03:05 time: 0.0532 data_time: 0.0043 memory: 2281 2022/08/31 05:47:22 - mmengine - INFO - Epoch(val) [1][2820/6282] eta: 0:02:31 time: 0.0438 data_time: 0.0025 memory: 2281 2022/08/31 05:47:23 - mmengine - INFO - Epoch(val) [1][2840/6282] eta: 0:02:34 time: 0.0447 data_time: 0.0028 memory: 2281 2022/08/31 05:47:24 - mmengine - INFO - Epoch(val) [1][2860/6282] eta: 0:02:33 time: 0.0449 data_time: 0.0031 memory: 2308 2022/08/31 05:47:25 - mmengine - INFO - Epoch(val) [1][2880/6282] eta: 0:02:23 time: 0.0421 data_time: 0.0022 memory: 2308 2022/08/31 05:47:26 - mmengine - INFO - Epoch(val) [1][2900/6282] eta: 0:02:38 time: 0.0469 data_time: 0.0022 memory: 2308 2022/08/31 05:47:27 - mmengine - INFO - Epoch(val) [1][2920/6282] eta: 0:02:34 time: 0.0459 data_time: 0.0027 memory: 2308 2022/08/31 05:47:28 - mmengine - INFO - Epoch(val) [1][2940/6282] eta: 0:02:15 time: 0.0405 data_time: 0.0029 memory: 2293 2022/08/31 05:47:29 - mmengine - INFO - Epoch(val) [1][2960/6282] eta: 0:02:30 time: 0.0454 data_time: 0.0024 memory: 2293 2022/08/31 05:47:29 - mmengine - INFO - Epoch(val) [1][2980/6282] eta: 0:02:27 time: 0.0448 data_time: 0.0022 memory: 2293 2022/08/31 05:47:30 - mmengine - INFO - Epoch(val) [1][3000/6282] eta: 0:02:27 time: 0.0450 data_time: 0.0027 memory: 2293 2022/08/31 05:47:31 - mmengine - INFO - Epoch(val) [1][3020/6282] eta: 0:02:19 time: 0.0428 data_time: 0.0019 memory: 2308 2022/08/31 05:47:32 - mmengine - INFO - Epoch(val) [1][3040/6282] eta: 0:02:33 time: 0.0473 data_time: 0.0028 memory: 2308 2022/08/31 05:47:33 - mmengine - INFO - Epoch(val) [1][3060/6282] eta: 0:02:29 time: 0.0465 data_time: 0.0023 memory: 2308 2022/08/31 05:47:34 - mmengine - INFO - Epoch(val) [1][3080/6282] eta: 0:02:16 time: 0.0427 data_time: 0.0021 memory: 2308 2022/08/31 05:47:35 - mmengine - INFO - Epoch(val) [1][3100/6282] eta: 0:02:30 time: 0.0474 data_time: 0.0017 memory: 2308 2022/08/31 05:47:36 - mmengine - INFO - Epoch(val) [1][3120/6282] eta: 0:02:05 time: 0.0398 data_time: 0.0021 memory: 2281 2022/08/31 05:47:37 - mmengine - INFO - Epoch(val) [1][3140/6282] eta: 0:02:12 time: 0.0422 data_time: 0.0018 memory: 2281 2022/08/31 05:47:37 - mmengine - INFO - Epoch(val) [1][3160/6282] eta: 0:02:13 time: 0.0429 data_time: 0.0022 memory: 2281 2022/08/31 05:47:38 - mmengine - INFO - Epoch(val) [1][3180/6282] eta: 0:02:12 time: 0.0428 data_time: 0.0024 memory: 2281 2022/08/31 05:47:39 - mmengine - INFO - Epoch(val) [1][3200/6282] eta: 0:02:16 time: 0.0444 data_time: 0.0037 memory: 2308 2022/08/31 05:47:40 - mmengine - INFO - Epoch(val) [1][3220/6282] eta: 0:02:12 time: 0.0431 data_time: 0.0023 memory: 2308 2022/08/31 05:47:41 - mmengine - INFO - Epoch(val) [1][3240/6282] eta: 0:02:13 time: 0.0440 data_time: 0.0028 memory: 2308 2022/08/31 05:47:42 - mmengine - INFO - Epoch(val) [1][3260/6282] eta: 0:02:24 time: 0.0477 data_time: 0.0020 memory: 2308 2022/08/31 05:47:43 - mmengine - INFO - Epoch(val) [1][3280/6282] eta: 0:02:22 time: 0.0476 data_time: 0.0020 memory: 2308 2022/08/31 05:47:44 - mmengine - INFO - Epoch(val) [1][3300/6282] eta: 0:02:29 time: 0.0501 data_time: 0.0019 memory: 2308 2022/08/31 05:47:45 - mmengine - INFO - Epoch(val) [1][3320/6282] eta: 0:02:11 time: 0.0445 data_time: 0.0016 memory: 2308 2022/08/31 05:47:46 - mmengine - INFO - Epoch(val) [1][3340/6282] eta: 0:02:19 time: 0.0473 data_time: 0.0017 memory: 2308 2022/08/31 05:47:47 - mmengine - INFO - Epoch(val) [1][3360/6282] eta: 0:02:12 time: 0.0455 data_time: 0.0021 memory: 2308 2022/08/31 05:47:47 - mmengine - INFO - Epoch(val) [1][3380/6282] eta: 0:02:09 time: 0.0446 data_time: 0.0024 memory: 2308 2022/08/31 05:47:48 - mmengine - INFO - Epoch(val) [1][3400/6282] eta: 0:02:12 time: 0.0461 data_time: 0.0017 memory: 2279 2022/08/31 05:47:49 - mmengine - INFO - Epoch(val) [1][3420/6282] eta: 0:01:49 time: 0.0384 data_time: 0.0017 memory: 2279 2022/08/31 05:47:50 - mmengine - INFO - Epoch(val) [1][3440/6282] eta: 0:02:02 time: 0.0433 data_time: 0.0020 memory: 2279 2022/08/31 05:47:51 - mmengine - INFO - Epoch(val) [1][3460/6282] eta: 0:02:23 time: 0.0507 data_time: 0.0019 memory: 2282 2022/08/31 05:47:52 - mmengine - INFO - Epoch(val) [1][3480/6282] eta: 0:02:56 time: 0.0630 data_time: 0.0037 memory: 2279 2022/08/31 05:47:53 - mmengine - INFO - Epoch(val) [1][3500/6282] eta: 0:01:51 time: 0.0403 data_time: 0.0019 memory: 2279 2022/08/31 05:47:54 - mmengine - INFO - Epoch(val) [1][3520/6282] eta: 0:01:52 time: 0.0406 data_time: 0.0023 memory: 2279 2022/08/31 05:47:55 - mmengine - INFO - Epoch(val) [1][3540/6282] eta: 0:01:51 time: 0.0407 data_time: 0.0024 memory: 2279 2022/08/31 05:47:56 - mmengine - INFO - Epoch(val) [1][3560/6282] eta: 0:01:52 time: 0.0415 data_time: 0.0018 memory: 2279 2022/08/31 05:47:56 - mmengine - INFO - Epoch(val) [1][3580/6282] eta: 0:01:51 time: 0.0414 data_time: 0.0032 memory: 2300 2022/08/31 05:47:57 - mmengine - INFO - Epoch(val) [1][3600/6282] eta: 0:01:54 time: 0.0426 data_time: 0.0023 memory: 2300 2022/08/31 05:47:58 - mmengine - INFO - Epoch(val) [1][3620/6282] eta: 0:02:28 time: 0.0558 data_time: 0.0018 memory: 2302 2022/08/31 05:47:59 - mmengine - INFO - Epoch(val) [1][3640/6282] eta: 0:01:38 time: 0.0374 data_time: 0.0017 memory: 2300 2022/08/31 05:48:00 - mmengine - INFO - Epoch(val) [1][3660/6282] eta: 0:02:00 time: 0.0460 data_time: 0.0028 memory: 2300 2022/08/31 05:48:01 - mmengine - INFO - Epoch(val) [1][3680/6282] eta: 0:01:51 time: 0.0427 data_time: 0.0021 memory: 2308 2022/08/31 05:48:02 - mmengine - INFO - Epoch(val) [1][3700/6282] eta: 0:02:00 time: 0.0465 data_time: 0.0021 memory: 2308 2022/08/31 05:48:03 - mmengine - INFO - Epoch(val) [1][3720/6282] eta: 0:01:52 time: 0.0437 data_time: 0.0026 memory: 2308 2022/08/31 05:48:04 - mmengine - INFO - Epoch(val) [1][3740/6282] eta: 0:01:56 time: 0.0459 data_time: 0.0029 memory: 2308 2022/08/31 05:48:04 - mmengine - INFO - Epoch(val) [1][3760/6282] eta: 0:01:52 time: 0.0446 data_time: 0.0029 memory: 2308 2022/08/31 05:48:05 - mmengine - INFO - Epoch(val) [1][3780/6282] eta: 0:01:53 time: 0.0454 data_time: 0.0025 memory: 2308 2022/08/31 05:48:06 - mmengine - INFO - Epoch(val) [1][3800/6282] eta: 0:01:53 time: 0.0456 data_time: 0.0024 memory: 2308 2022/08/31 05:48:07 - mmengine - INFO - Epoch(val) [1][3820/6282] eta: 0:01:59 time: 0.0485 data_time: 0.0020 memory: 2308 2022/08/31 05:48:08 - mmengine - INFO - Epoch(val) [1][3840/6282] eta: 0:01:49 time: 0.0447 data_time: 0.0026 memory: 2308 2022/08/31 05:48:09 - mmengine - INFO - Epoch(val) [1][3860/6282] eta: 0:01:43 time: 0.0427 data_time: 0.0021 memory: 2308 2022/08/31 05:48:10 - mmengine - INFO - Epoch(val) [1][3880/6282] eta: 0:01:36 time: 0.0402 data_time: 0.0023 memory: 2308 2022/08/31 05:48:11 - mmengine - INFO - Epoch(val) [1][3900/6282] eta: 0:01:43 time: 0.0435 data_time: 0.0026 memory: 2308 2022/08/31 05:48:12 - mmengine - INFO - Epoch(val) [1][3920/6282] eta: 0:02:35 time: 0.0660 data_time: 0.0019 memory: 2308 2022/08/31 05:48:13 - mmengine - INFO - Epoch(val) [1][3940/6282] eta: 0:01:33 time: 0.0397 data_time: 0.0028 memory: 2308 2022/08/31 05:48:14 - mmengine - INFO - Epoch(val) [1][3960/6282] eta: 0:01:58 time: 0.0510 data_time: 0.0027 memory: 2308 2022/08/31 05:48:15 - mmengine - INFO - Epoch(val) [1][3980/6282] eta: 0:01:48 time: 0.0471 data_time: 0.0024 memory: 2308 2022/08/31 05:48:16 - mmengine - INFO - Epoch(val) [1][4000/6282] eta: 0:01:37 time: 0.0429 data_time: 0.0022 memory: 2308 2022/08/31 05:48:17 - mmengine - INFO - Epoch(val) [1][4020/6282] eta: 0:01:39 time: 0.0438 data_time: 0.0023 memory: 2308 2022/08/31 05:48:17 - mmengine - INFO - Epoch(val) [1][4040/6282] eta: 0:01:43 time: 0.0460 data_time: 0.0017 memory: 2348 2022/08/31 05:48:18 - mmengine - INFO - Epoch(val) [1][4060/6282] eta: 0:01:36 time: 0.0436 data_time: 0.0026 memory: 2348 2022/08/31 05:48:19 - mmengine - INFO - Epoch(val) [1][4080/6282] eta: 0:01:44 time: 0.0473 data_time: 0.0026 memory: 2348 2022/08/31 05:48:20 - mmengine - INFO - Epoch(val) [1][4100/6282] eta: 0:01:32 time: 0.0424 data_time: 0.0019 memory: 2348 2022/08/31 05:48:21 - mmengine - INFO - Epoch(val) [1][4120/6282] eta: 0:01:38 time: 0.0455 data_time: 0.0025 memory: 2348 2022/08/31 05:48:22 - mmengine - INFO - Epoch(val) [1][4140/6282] eta: 0:01:32 time: 0.0433 data_time: 0.0028 memory: 2348 2022/08/31 05:48:23 - mmengine - INFO - Epoch(val) [1][4160/6282] eta: 0:01:32 time: 0.0437 data_time: 0.0020 memory: 2279 2022/08/31 05:48:24 - mmengine - INFO - Epoch(val) [1][4180/6282] eta: 0:01:21 time: 0.0386 data_time: 0.0018 memory: 2279 2022/08/31 05:48:24 - mmengine - INFO - Epoch(val) [1][4200/6282] eta: 0:01:22 time: 0.0397 data_time: 0.0023 memory: 2279 2022/08/31 05:48:25 - mmengine - INFO - Epoch(val) [1][4220/6282] eta: 0:01:25 time: 0.0414 data_time: 0.0022 memory: 2279 2022/08/31 05:48:26 - mmengine - INFO - Epoch(val) [1][4240/6282] eta: 0:01:26 time: 0.0423 data_time: 0.0022 memory: 2279 2022/08/31 05:48:27 - mmengine - INFO - Epoch(val) [1][4260/6282] eta: 0:01:31 time: 0.0450 data_time: 0.0021 memory: 2279 2022/08/31 05:48:28 - mmengine - INFO - Epoch(val) [1][4280/6282] eta: 0:01:24 time: 0.0420 data_time: 0.0020 memory: 2279 2022/08/31 05:48:29 - mmengine - INFO - Epoch(val) [1][4300/6282] eta: 0:01:23 time: 0.0420 data_time: 0.0022 memory: 2279 2022/08/31 05:48:29 - mmengine - INFO - Epoch(val) [1][4320/6282] eta: 0:01:28 time: 0.0449 data_time: 0.0027 memory: 2279 2022/08/31 05:48:30 - mmengine - INFO - Epoch(val) [1][4340/6282] eta: 0:01:24 time: 0.0436 data_time: 0.0021 memory: 2279 2022/08/31 05:48:32 - mmengine - INFO - Epoch(val) [1][4360/6282] eta: 0:02:10 time: 0.0680 data_time: 0.0022 memory: 2308 2022/08/31 05:48:33 - mmengine - INFO - Epoch(val) [1][4380/6282] eta: 0:01:21 time: 0.0426 data_time: 0.0024 memory: 2308 2022/08/31 05:48:33 - mmengine - INFO - Epoch(val) [1][4400/6282] eta: 0:01:24 time: 0.0447 data_time: 0.0018 memory: 2308 2022/08/31 05:48:34 - mmengine - INFO - Epoch(val) [1][4420/6282] eta: 0:01:18 time: 0.0422 data_time: 0.0023 memory: 2308 2022/08/31 05:48:35 - mmengine - INFO - Epoch(val) [1][4440/6282] eta: 0:01:18 time: 0.0427 data_time: 0.0022 memory: 2312 2022/08/31 05:48:36 - mmengine - INFO - Epoch(val) [1][4460/6282] eta: 0:01:21 time: 0.0449 data_time: 0.0033 memory: 2312 2022/08/31 05:48:37 - mmengine - INFO - Epoch(val) [1][4480/6282] eta: 0:01:10 time: 0.0392 data_time: 0.0030 memory: 2312 2022/08/31 05:48:38 - mmengine - INFO - Epoch(val) [1][4500/6282] eta: 0:01:22 time: 0.0463 data_time: 0.0029 memory: 2312 2022/08/31 05:48:39 - mmengine - INFO - Epoch(val) [1][4520/6282] eta: 0:01:09 time: 0.0392 data_time: 0.0022 memory: 2312 2022/08/31 05:48:39 - mmengine - INFO - Epoch(val) [1][4540/6282] eta: 0:01:06 time: 0.0380 data_time: 0.0019 memory: 2281 2022/08/31 05:48:40 - mmengine - INFO - Epoch(val) [1][4560/6282] eta: 0:01:16 time: 0.0445 data_time: 0.0023 memory: 2281 2022/08/31 05:48:41 - mmengine - INFO - Epoch(val) [1][4580/6282] eta: 0:01:15 time: 0.0442 data_time: 0.0023 memory: 2281 2022/08/31 05:48:42 - mmengine - INFO - Epoch(val) [1][4600/6282] eta: 0:01:12 time: 0.0432 data_time: 0.0019 memory: 2281 2022/08/31 05:48:43 - mmengine - INFO - Epoch(val) [1][4620/6282] eta: 0:01:13 time: 0.0441 data_time: 0.0026 memory: 2281 2022/08/31 05:48:44 - mmengine - INFO - Epoch(val) [1][4640/6282] eta: 0:01:08 time: 0.0415 data_time: 0.0025 memory: 2312 2022/08/31 05:48:45 - mmengine - INFO - Epoch(val) [1][4660/6282] eta: 0:01:07 time: 0.0417 data_time: 0.0021 memory: 2312 2022/08/31 05:48:45 - mmengine - INFO - Epoch(val) [1][4680/6282] eta: 0:01:15 time: 0.0470 data_time: 0.0024 memory: 2312 2022/08/31 05:48:46 - mmengine - INFO - Epoch(val) [1][4700/6282] eta: 0:01:06 time: 0.0423 data_time: 0.0027 memory: 2312 2022/08/31 05:48:47 - mmengine - INFO - Epoch(val) [1][4720/6282] eta: 0:01:10 time: 0.0452 data_time: 0.0019 memory: 2312 2022/08/31 05:48:48 - mmengine - INFO - Epoch(val) [1][4740/6282] eta: 0:01:08 time: 0.0442 data_time: 0.0023 memory: 2292 2022/08/31 05:48:49 - mmengine - INFO - Epoch(val) [1][4760/6282] eta: 0:01:12 time: 0.0479 data_time: 0.0017 memory: 2292 2022/08/31 05:48:50 - mmengine - INFO - Epoch(val) [1][4780/6282] eta: 0:01:00 time: 0.0399 data_time: 0.0022 memory: 2292 2022/08/31 05:48:51 - mmengine - INFO - Epoch(val) [1][4800/6282] eta: 0:01:05 time: 0.0444 data_time: 0.0033 memory: 2292 2022/08/31 05:48:52 - mmengine - INFO - Epoch(val) [1][4820/6282] eta: 0:01:41 time: 0.0697 data_time: 0.0033 memory: 2308 2022/08/31 05:48:53 - mmengine - INFO - Epoch(val) [1][4840/6282] eta: 0:01:06 time: 0.0461 data_time: 0.0025 memory: 2308 2022/08/31 05:48:54 - mmengine - INFO - Epoch(val) [1][4860/6282] eta: 0:01:00 time: 0.0424 data_time: 0.0024 memory: 2308 2022/08/31 05:48:55 - mmengine - INFO - Epoch(val) [1][4880/6282] eta: 0:00:59 time: 0.0427 data_time: 0.0026 memory: 2308 2022/08/31 05:48:56 - mmengine - INFO - Epoch(val) [1][4900/6282] eta: 0:01:05 time: 0.0474 data_time: 0.0023 memory: 2308 2022/08/31 05:48:57 - mmengine - INFO - Epoch(val) [1][4920/6282] eta: 0:00:59 time: 0.0439 data_time: 0.0028 memory: 2310 2022/08/31 05:48:57 - mmengine - INFO - Epoch(val) [1][4940/6282] eta: 0:00:58 time: 0.0434 data_time: 0.0018 memory: 2310 2022/08/31 05:48:58 - mmengine - INFO - Epoch(val) [1][4960/6282] eta: 0:01:01 time: 0.0468 data_time: 0.0023 memory: 2310 2022/08/31 05:48:59 - mmengine - INFO - Epoch(val) [1][4980/6282] eta: 0:01:00 time: 0.0468 data_time: 0.0026 memory: 2310 2022/08/31 05:49:00 - mmengine - INFO - Epoch(val) [1][5000/6282] eta: 0:00:51 time: 0.0398 data_time: 0.0022 memory: 2310 2022/08/31 05:49:01 - mmengine - INFO - Epoch(val) [1][5020/6282] eta: 0:00:53 time: 0.0422 data_time: 0.0028 memory: 2310 2022/08/31 05:49:02 - mmengine - INFO - Epoch(val) [1][5040/6282] eta: 0:00:52 time: 0.0421 data_time: 0.0025 memory: 2281 2022/08/31 05:49:03 - mmengine - INFO - Epoch(val) [1][5060/6282] eta: 0:01:01 time: 0.0506 data_time: 0.0021 memory: 2281 2022/08/31 05:49:04 - mmengine - INFO - Epoch(val) [1][5080/6282] eta: 0:01:03 time: 0.0525 data_time: 0.0021 memory: 2281 2022/08/31 05:49:05 - mmengine - INFO - Epoch(val) [1][5100/6282] eta: 0:00:49 time: 0.0420 data_time: 0.0016 memory: 2281 2022/08/31 05:49:06 - mmengine - INFO - Epoch(val) [1][5120/6282] eta: 0:00:47 time: 0.0405 data_time: 0.0024 memory: 2281 2022/08/31 05:49:06 - mmengine - INFO - Epoch(val) [1][5140/6282] eta: 0:00:46 time: 0.0404 data_time: 0.0020 memory: 2279 2022/08/31 05:49:07 - mmengine - INFO - Epoch(val) [1][5160/6282] eta: 0:00:47 time: 0.0422 data_time: 0.0024 memory: 2279 2022/08/31 05:49:08 - mmengine - INFO - Epoch(val) [1][5180/6282] eta: 0:00:46 time: 0.0425 data_time: 0.0022 memory: 2279 2022/08/31 05:49:09 - mmengine - INFO - Epoch(val) [1][5200/6282] eta: 0:00:47 time: 0.0435 data_time: 0.0020 memory: 2279 2022/08/31 05:49:10 - mmengine - INFO - Epoch(val) [1][5220/6282] eta: 0:00:44 time: 0.0418 data_time: 0.0021 memory: 2279 2022/08/31 05:49:11 - mmengine - INFO - Epoch(val) [1][5240/6282] eta: 0:00:52 time: 0.0502 data_time: 0.0019 memory: 2282 2022/08/31 05:49:12 - mmengine - INFO - Epoch(val) [1][5260/6282] eta: 0:01:11 time: 0.0697 data_time: 0.0026 memory: 2279 2022/08/31 05:49:13 - mmengine - INFO - Epoch(val) [1][5280/6282] eta: 0:00:48 time: 0.0482 data_time: 0.0022 memory: 2279 2022/08/31 05:49:14 - mmengine - INFO - Epoch(val) [1][5300/6282] eta: 0:00:42 time: 0.0433 data_time: 0.0033 memory: 2279 2022/08/31 05:49:15 - mmengine - INFO - Epoch(val) [1][5320/6282] eta: 0:00:37 time: 0.0393 data_time: 0.0020 memory: 2279 2022/08/31 05:49:16 - mmengine - INFO - Epoch(val) [1][5340/6282] eta: 0:00:39 time: 0.0424 data_time: 0.0032 memory: 2279 2022/08/31 05:49:16 - mmengine - INFO - Epoch(val) [1][5360/6282] eta: 0:00:32 time: 0.0358 data_time: 0.0015 memory: 2279 2022/08/31 05:49:17 - mmengine - INFO - Epoch(val) [1][5380/6282] eta: 0:00:46 time: 0.0511 data_time: 0.0026 memory: 2279 2022/08/31 05:49:18 - mmengine - INFO - Epoch(val) [1][5400/6282] eta: 0:00:39 time: 0.0453 data_time: 0.0025 memory: 2279 2022/08/31 05:49:19 - mmengine - INFO - Epoch(val) [1][5420/6282] eta: 0:00:33 time: 0.0390 data_time: 0.0024 memory: 2279 2022/08/31 05:49:20 - mmengine - INFO - Epoch(val) [1][5440/6282] eta: 0:00:35 time: 0.0417 data_time: 0.0028 memory: 2279 2022/08/31 05:49:21 - mmengine - INFO - Epoch(val) [1][5460/6282] eta: 0:00:31 time: 0.0386 data_time: 0.0031 memory: 2279 2022/08/31 05:49:22 - mmengine - INFO - Epoch(val) [1][5480/6282] eta: 0:00:34 time: 0.0433 data_time: 0.0021 memory: 2279 2022/08/31 05:49:22 - mmengine - INFO - Epoch(val) [1][5500/6282] eta: 0:00:34 time: 0.0438 data_time: 0.0028 memory: 2279 2022/08/31 05:49:23 - mmengine - INFO - Epoch(val) [1][5520/6282] eta: 0:00:34 time: 0.0451 data_time: 0.0022 memory: 2289 2022/08/31 05:49:24 - mmengine - INFO - Epoch(val) [1][5540/6282] eta: 0:00:35 time: 0.0472 data_time: 0.0024 memory: 2289 2022/08/31 05:49:25 - mmengine - INFO - Epoch(val) [1][5560/6282] eta: 0:00:32 time: 0.0455 data_time: 0.0025 memory: 2289 2022/08/31 05:49:26 - mmengine - INFO - Epoch(val) [1][5580/6282] eta: 0:00:28 time: 0.0408 data_time: 0.0022 memory: 2289 2022/08/31 05:49:27 - mmengine - INFO - Epoch(val) [1][5600/6282] eta: 0:00:32 time: 0.0470 data_time: 0.0034 memory: 2289 2022/08/31 05:49:28 - mmengine - INFO - Epoch(val) [1][5620/6282] eta: 0:00:28 time: 0.0437 data_time: 0.0030 memory: 2289 2022/08/31 05:49:29 - mmengine - INFO - Epoch(val) [1][5640/6282] eta: 0:00:25 time: 0.0397 data_time: 0.0015 memory: 2279 2022/08/31 05:49:29 - mmengine - INFO - Epoch(val) [1][5660/6282] eta: 0:00:25 time: 0.0404 data_time: 0.0027 memory: 2279 2022/08/31 05:49:30 - mmengine - INFO - Epoch(val) [1][5680/6282] eta: 0:00:26 time: 0.0433 data_time: 0.0027 memory: 2279 2022/08/31 05:49:31 - mmengine - INFO - Epoch(val) [1][5700/6282] eta: 0:00:26 time: 0.0452 data_time: 0.0034 memory: 2279 2022/08/31 05:49:33 - mmengine - INFO - Epoch(val) [1][5720/6282] eta: 0:00:40 time: 0.0713 data_time: 0.0029 memory: 2296 2022/08/31 05:49:33 - mmengine - INFO - Epoch(val) [1][5740/6282] eta: 0:00:23 time: 0.0434 data_time: 0.0024 memory: 2296 2022/08/31 05:49:34 - mmengine - INFO - Epoch(val) [1][5760/6282] eta: 0:00:25 time: 0.0493 data_time: 0.0035 memory: 2296 2022/08/31 05:49:35 - mmengine - INFO - Epoch(val) [1][5780/6282] eta: 0:00:24 time: 0.0491 data_time: 0.0026 memory: 2296 2022/08/31 05:49:36 - mmengine - INFO - Epoch(val) [1][5800/6282] eta: 0:00:21 time: 0.0446 data_time: 0.0027 memory: 2296 2022/08/31 05:49:37 - mmengine - INFO - Epoch(val) [1][5820/6282] eta: 0:00:19 time: 0.0421 data_time: 0.0027 memory: 2296 2022/08/31 05:49:38 - mmengine - INFO - Epoch(val) [1][5840/6282] eta: 0:00:17 time: 0.0400 data_time: 0.0021 memory: 2289 2022/08/31 05:49:39 - mmengine - INFO - Epoch(val) [1][5860/6282] eta: 0:00:18 time: 0.0429 data_time: 0.0020 memory: 2289 2022/08/31 05:49:40 - mmengine - INFO - Epoch(val) [1][5880/6282] eta: 0:00:15 time: 0.0395 data_time: 0.0024 memory: 2289 2022/08/31 05:49:41 - mmengine - INFO - Epoch(val) [1][5900/6282] eta: 0:00:16 time: 0.0443 data_time: 0.0027 memory: 2289 2022/08/31 05:49:41 - mmengine - INFO - Epoch(val) [1][5920/6282] eta: 0:00:15 time: 0.0439 data_time: 0.0020 memory: 2289 2022/08/31 05:49:42 - mmengine - INFO - Epoch(val) [1][5940/6282] eta: 0:00:12 time: 0.0379 data_time: 0.0024 memory: 2279 2022/08/31 05:49:43 - mmengine - INFO - Epoch(val) [1][5960/6282] eta: 0:00:13 time: 0.0417 data_time: 0.0019 memory: 2279 2022/08/31 05:49:44 - mmengine - INFO - Epoch(val) [1][5980/6282] eta: 0:00:12 time: 0.0422 data_time: 0.0019 memory: 2279 2022/08/31 05:49:45 - mmengine - INFO - Epoch(val) [1][6000/6282] eta: 0:00:13 time: 0.0465 data_time: 0.0032 memory: 2308 2022/08/31 05:49:46 - mmengine - INFO - Epoch(val) [1][6020/6282] eta: 0:00:11 time: 0.0446 data_time: 0.0028 memory: 2308 2022/08/31 05:49:47 - mmengine - INFO - Epoch(val) [1][6040/6282] eta: 0:00:11 time: 0.0489 data_time: 0.0038 memory: 2308 2022/08/31 05:49:48 - mmengine - INFO - Epoch(val) [1][6060/6282] eta: 0:00:10 time: 0.0451 data_time: 0.0023 memory: 2308 2022/08/31 05:49:49 - mmengine - INFO - Epoch(val) [1][6080/6282] eta: 0:00:09 time: 0.0483 data_time: 0.0021 memory: 2308 2022/08/31 05:49:49 - mmengine - INFO - Epoch(val) [1][6100/6282] eta: 0:00:07 time: 0.0439 data_time: 0.0022 memory: 2308 2022/08/31 05:49:50 - mmengine - INFO - Epoch(val) [1][6120/6282] eta: 0:00:07 time: 0.0485 data_time: 0.0019 memory: 2308 2022/08/31 05:49:52 - mmengine - INFO - Epoch(val) [1][6140/6282] eta: 0:00:11 time: 0.0813 data_time: 0.0022 memory: 2308 2022/08/31 05:49:53 - mmengine - INFO - Epoch(val) [1][6160/6282] eta: 0:00:06 time: 0.0539 data_time: 0.0023 memory: 2308 2022/08/31 05:49:54 - mmengine - INFO - Epoch(val) [1][6180/6282] eta: 0:00:04 time: 0.0418 data_time: 0.0021 memory: 2308 2022/08/31 05:49:55 - mmengine - INFO - Epoch(val) [1][6200/6282] eta: 0:00:03 time: 0.0406 data_time: 0.0030 memory: 2308 2022/08/31 05:49:56 - mmengine - INFO - Epoch(val) [1][6220/6282] eta: 0:00:02 time: 0.0415 data_time: 0.0017 memory: 2308 2022/08/31 05:49:56 - mmengine - INFO - Epoch(val) [1][6240/6282] eta: 0:00:01 time: 0.0407 data_time: 0.0018 memory: 2308 2022/08/31 05:49:57 - mmengine - INFO - Epoch(val) [1][6260/6282] eta: 0:00:00 time: 0.0395 data_time: 0.0027 memory: 2308 2022/08/31 05:49:58 - mmengine - INFO - Epoch(val) [1][6280/6282] eta: 0:00:00 time: 0.0472 data_time: 0.0020 memory: 2308 2022/08/31 05:55:23 - mmengine - INFO - Epoch(val) [1][6282/6282] mAP/mAP@0.5IOU: 0.1767 2022/08/31 05:55:26 - mmengine - INFO - The best checkpoint with 0.1767 mAP/mAP@0.5IOU at 2 epoch is saved to best_mAP/mAP@0.5IOU_epoch_2.pth. 2022/08/31 05:55:37 - mmengine - INFO - Epoch(train) [2][20/1921] lr: 4.2270e-02 eta: 5:33:46 time: 0.5262 data_time: 0.0283 memory: 8552 grad_norm: 0.1118 recall@thr=0.5: 0.6869 prec@thr=0.5: 0.6697 recall@top3: 0.7045 prec@top3: 0.4747 recall@top5: 0.8384 prec@top5: 0.3576 loss_action_cls: 0.0467 loss: 0.0467 2022/08/31 05:55:47 - mmengine - INFO - Epoch(train) [2][40/1921] lr: 4.2551e-02 eta: 5:33:22 time: 0.5141 data_time: 0.0150 memory: 8517 grad_norm: 0.1187 recall@thr=0.5: 0.5540 prec@thr=0.5: 0.6825 recall@top3: 0.7254 prec@top3: 0.6349 recall@top5: 0.8409 prec@top5: 0.4619 loss_action_cls: 0.0442 loss: 0.0442 2022/08/31 05:55:58 - mmengine - INFO - Epoch(train) [2][60/1921] lr: 4.2832e-02 eta: 5:33:05 time: 0.5316 data_time: 0.0189 memory: 8534 grad_norm: 0.1204 recall@thr=0.5: 0.5349 prec@thr=0.5: 0.7097 recall@top3: 0.7151 prec@top3: 0.6237 recall@top5: 0.8656 prec@top5: 0.4774 loss_action_cls: 0.0458 loss: 0.0458 2022/08/31 05:56:07 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 05:56:08 - mmengine - INFO - Epoch(train) [2][80/1921] lr: 4.3113e-02 eta: 5:32:37 time: 0.5010 data_time: 0.0181 memory: 8534 grad_norm: 0.1115 recall@thr=0.5: 0.4962 prec@thr=0.5: 0.5643 recall@top3: 0.7333 prec@top3: 0.6190 recall@top5: 0.9148 prec@top5: 0.4800 loss_action_cls: 0.0469 loss: 0.0469 2022/08/31 05:56:18 - mmengine - INFO - Epoch(train) [2][100/1921] lr: 4.3394e-02 eta: 5:32:17 time: 0.5240 data_time: 0.0178 memory: 8679 grad_norm: 0.1158 recall@thr=0.5: 0.6148 prec@thr=0.5: 0.8870 recall@top3: 0.7829 prec@top3: 0.6389 recall@top5: 0.9398 prec@top5: 0.4722 loss_action_cls: 0.0460 loss: 0.0460 2022/08/31 05:56:29 - mmengine - INFO - Epoch(train) [2][120/1921] lr: 4.3676e-02 eta: 5:31:55 time: 0.5147 data_time: 0.0182 memory: 8534 grad_norm: 0.1144 recall@thr=0.5: 0.6259 prec@thr=0.5: 0.7348 recall@top3: 0.7056 prec@top3: 0.6444 recall@top5: 0.8463 prec@top5: 0.4711 loss_action_cls: 0.0462 loss: 0.0462 2022/08/31 05:56:39 - mmengine - INFO - Epoch(train) [2][140/1921] lr: 4.3957e-02 eta: 5:31:34 time: 0.5201 data_time: 0.0204 memory: 8542 grad_norm: 0.1126 recall@thr=0.5: 0.6009 prec@thr=0.5: 0.7105 recall@top3: 0.7478 prec@top3: 0.6228 recall@top5: 0.8750 prec@top5: 0.4526 loss_action_cls: 0.0483 loss: 0.0483 2022/08/31 05:56:50 - mmengine - INFO - Epoch(train) [2][160/1921] lr: 4.4238e-02 eta: 5:31:17 time: 0.5313 data_time: 0.0184 memory: 8500 grad_norm: 0.1208 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.7135 recall@top3: 0.7839 prec@top3: 0.6562 recall@top5: 0.9297 prec@top5: 0.4812 loss_action_cls: 0.0483 loss: 0.0483 2022/08/31 05:57:00 - mmengine - INFO - Epoch(train) [2][180/1921] lr: 4.4519e-02 eta: 5:30:49 time: 0.4977 data_time: 0.0183 memory: 8457 grad_norm: 0.1166 recall@thr=0.5: 0.6990 prec@thr=0.5: 0.8542 recall@top3: 0.7990 prec@top3: 0.6458 recall@top5: 0.9552 prec@top5: 0.4562 loss_action_cls: 0.0447 loss: 0.0447 2022/08/31 05:57:10 - mmengine - INFO - Epoch(train) [2][200/1921] lr: 4.4800e-02 eta: 5:30:28 time: 0.5155 data_time: 0.0183 memory: 8500 grad_norm: 0.1214 recall@thr=0.5: 0.7524 prec@thr=0.5: 0.7143 recall@top3: 0.7452 prec@top3: 0.6286 recall@top5: 0.8929 prec@top5: 0.4629 loss_action_cls: 0.0492 loss: 0.0492 2022/08/31 05:57:20 - mmengine - INFO - Epoch(train) [2][220/1921] lr: 4.5081e-02 eta: 5:30:02 time: 0.5020 data_time: 0.0193 memory: 8696 grad_norm: 0.1172 recall@thr=0.5: 0.5429 prec@thr=0.5: 0.6357 recall@top3: 0.6881 prec@top3: 0.6190 recall@top5: 0.9024 prec@top5: 0.4914 loss_action_cls: 0.0483 loss: 0.0483 2022/08/31 05:57:31 - mmengine - INFO - Epoch(train) [2][240/1921] lr: 4.5362e-02 eta: 5:29:48 time: 0.5359 data_time: 0.0208 memory: 8517 grad_norm: 0.1222 recall@thr=0.5: 0.5325 prec@thr=0.5: 0.6902 recall@top3: 0.7487 prec@top3: 0.6581 recall@top5: 0.9444 prec@top5: 0.5026 loss_action_cls: 0.0436 loss: 0.0436 2022/08/31 05:57:41 - mmengine - INFO - Epoch(train) [2][260/1921] lr: 4.5643e-02 eta: 5:29:31 time: 0.5280 data_time: 0.0210 memory: 8662 grad_norm: 0.1145 recall@thr=0.5: 0.6477 prec@thr=0.5: 0.7685 recall@top3: 0.8060 prec@top3: 0.6667 recall@top5: 0.9398 prec@top5: 0.4944 loss_action_cls: 0.0447 loss: 0.0447 2022/08/31 05:57:52 - mmengine - INFO - Epoch(train) [2][280/1921] lr: 4.5925e-02 eta: 5:29:12 time: 0.5219 data_time: 0.0203 memory: 8552 grad_norm: 0.1160 recall@thr=0.5: 0.5806 prec@thr=0.5: 0.7611 recall@top3: 0.8139 prec@top3: 0.6556 recall@top5: 0.8889 prec@top5: 0.4467 loss_action_cls: 0.0480 loss: 0.0480 2022/08/31 05:58:02 - mmengine - INFO - Epoch(train) [2][300/1921] lr: 4.6206e-02 eta: 5:28:46 time: 0.4983 data_time: 0.0194 memory: 8645 grad_norm: 0.1149 recall@thr=0.5: 0.5718 prec@thr=0.5: 0.6764 recall@top3: 0.7556 prec@top3: 0.6574 recall@top5: 0.8569 prec@top5: 0.4611 loss_action_cls: 0.0441 loss: 0.0441 2022/08/31 05:58:12 - mmengine - INFO - Epoch(train) [2][320/1921] lr: 4.6487e-02 eta: 5:28:28 time: 0.5224 data_time: 0.0173 memory: 8542 grad_norm: 0.1174 recall@thr=0.5: 0.5019 prec@thr=0.5: 0.6439 recall@top3: 0.7765 prec@top3: 0.6515 recall@top5: 0.9564 prec@top5: 0.4864 loss_action_cls: 0.0466 loss: 0.0466 2022/08/31 05:58:22 - mmengine - INFO - Epoch(train) [2][340/1921] lr: 4.6768e-02 eta: 5:28:05 time: 0.5074 data_time: 0.0206 memory: 8568 grad_norm: 0.1131 recall@thr=0.5: 0.4423 prec@thr=0.5: 0.6378 recall@top3: 0.7372 prec@top3: 0.5897 recall@top5: 0.8974 prec@top5: 0.4154 loss_action_cls: 0.0451 loss: 0.0451 2022/08/31 05:58:33 - mmengine - INFO - Epoch(train) [2][360/1921] lr: 4.7049e-02 eta: 5:27:50 time: 0.5327 data_time: 0.0197 memory: 8568 grad_norm: 0.1144 recall@thr=0.5: 0.6641 prec@thr=0.5: 0.7031 recall@top3: 0.8281 prec@top3: 0.5625 recall@top5: 0.9349 prec@top5: 0.3875 loss_action_cls: 0.0448 loss: 0.0448 2022/08/31 05:58:43 - mmengine - INFO - Epoch(train) [2][380/1921] lr: 4.7330e-02 eta: 5:27:25 time: 0.4980 data_time: 0.0204 memory: 8559 grad_norm: 0.1157 recall@thr=0.5: 0.6645 prec@thr=0.5: 0.7610 recall@top3: 0.7961 prec@top3: 0.5614 recall@top5: 0.9452 prec@top5: 0.4211 loss_action_cls: 0.0441 loss: 0.0441 2022/08/31 05:58:54 - mmengine - INFO - Epoch(train) [2][400/1921] lr: 4.7611e-02 eta: 5:27:11 time: 0.5346 data_time: 0.0177 memory: 8517 grad_norm: 0.1150 recall@thr=0.5: 0.6162 prec@thr=0.5: 0.7652 recall@top3: 0.7854 prec@top3: 0.6465 recall@top5: 0.9167 prec@top5: 0.4667 loss_action_cls: 0.0479 loss: 0.0479 2022/08/31 05:59:04 - mmengine - INFO - Epoch(train) [2][420/1921] lr: 4.7893e-02 eta: 5:26:50 time: 0.5108 data_time: 0.0204 memory: 8508 grad_norm: 0.1143 recall@thr=0.5: 0.4914 prec@thr=0.5: 0.5517 recall@top3: 0.7960 prec@top3: 0.5632 recall@top5: 0.9511 prec@top5: 0.4207 loss_action_cls: 0.0488 loss: 0.0488 2022/08/31 05:59:15 - mmengine - INFO - Epoch(train) [2][440/1921] lr: 4.8174e-02 eta: 5:26:37 time: 0.5349 data_time: 0.0190 memory: 8474 grad_norm: 0.1149 recall@thr=0.5: 0.6171 prec@thr=0.5: 0.6441 recall@top3: 0.7342 prec@top3: 0.5586 recall@top5: 0.8671 prec@top5: 0.4000 loss_action_cls: 0.0448 loss: 0.0448 2022/08/31 05:59:25 - mmengine - INFO - Epoch(train) [2][460/1921] lr: 4.8455e-02 eta: 5:26:25 time: 0.5423 data_time: 0.0206 memory: 8577 grad_norm: 0.1182 recall@thr=0.5: 0.6288 prec@thr=0.5: 0.7424 recall@top3: 0.6742 prec@top3: 0.6566 recall@top5: 0.8939 prec@top5: 0.5030 loss_action_cls: 0.0443 loss: 0.0443 2022/08/31 05:59:36 - mmengine - INFO - Epoch(train) [2][480/1921] lr: 4.8736e-02 eta: 5:26:06 time: 0.5162 data_time: 0.0214 memory: 8585 grad_norm: 0.1135 recall@thr=0.5: 0.5196 prec@thr=0.5: 0.5333 recall@top3: 0.5683 prec@top3: 0.4833 recall@top5: 0.8200 prec@top5: 0.4050 loss_action_cls: 0.0495 loss: 0.0495 2022/08/31 05:59:46 - mmengine - INFO - Epoch(train) [2][500/1921] lr: 4.9017e-02 eta: 5:25:41 time: 0.4957 data_time: 0.0180 memory: 8534 grad_norm: 0.1110 recall@thr=0.5: 0.6640 prec@thr=0.5: 0.8548 recall@top3: 0.8656 prec@top3: 0.7312 recall@top5: 0.9785 prec@top5: 0.5032 loss_action_cls: 0.0468 loss: 0.0468 2022/08/31 05:59:56 - mmengine - INFO - Epoch(train) [2][520/1921] lr: 4.9298e-02 eta: 5:25:21 time: 0.5117 data_time: 0.0162 memory: 8526 grad_norm: 0.1118 recall@thr=0.5: 0.5609 prec@thr=0.5: 0.5897 recall@top3: 0.7308 prec@top3: 0.5641 recall@top5: 0.9103 prec@top5: 0.4385 loss_action_cls: 0.0458 loss: 0.0458 2022/08/31 06:00:09 - mmengine - INFO - Epoch(train) [2][540/1921] lr: 4.9579e-02 eta: 5:25:38 time: 0.6376 data_time: 0.0221 memory: 8526 grad_norm: 0.1197 recall@thr=0.5: 0.5238 prec@thr=0.5: 0.6000 recall@top3: 0.6119 prec@top3: 0.5048 recall@top5: 0.8619 prec@top5: 0.4229 loss_action_cls: 0.0451 loss: 0.0451 2022/08/31 06:00:19 - mmengine - INFO - Epoch(train) [2][560/1921] lr: 4.9860e-02 eta: 5:25:17 time: 0.5063 data_time: 0.0220 memory: 8517 grad_norm: 0.1201 recall@thr=0.5: 0.7402 prec@thr=0.5: 0.8775 recall@top3: 0.9020 prec@top3: 0.7549 recall@top5: 0.9534 prec@top5: 0.4824 loss_action_cls: 0.0477 loss: 0.0477 2022/08/31 06:00:30 - mmengine - INFO - Epoch(train) [2][580/1921] lr: 5.0142e-02 eta: 5:25:08 time: 0.5521 data_time: 0.0219 memory: 8526 grad_norm: 0.1110 recall@thr=0.5: 0.5690 prec@thr=0.5: 0.7024 recall@top3: 0.7476 prec@top3: 0.6476 recall@top5: 0.8833 prec@top5: 0.4629 loss_action_cls: 0.0465 loss: 0.0465 2022/08/31 06:00:40 - mmengine - INFO - Epoch(train) [2][600/1921] lr: 5.0423e-02 eta: 5:24:52 time: 0.5246 data_time: 0.0235 memory: 8559 grad_norm: 0.1139 recall@thr=0.5: 0.6552 prec@thr=0.5: 0.6724 recall@top3: 0.7356 prec@top3: 0.4828 recall@top5: 0.9080 prec@top5: 0.3793 loss_action_cls: 0.0447 loss: 0.0447 2022/08/31 06:00:51 - mmengine - INFO - Epoch(train) [2][620/1921] lr: 5.0704e-02 eta: 5:24:39 time: 0.5331 data_time: 0.0230 memory: 8577 grad_norm: 0.1110 recall@thr=0.5: 0.6051 prec@thr=0.5: 0.6975 recall@top3: 0.7391 prec@top3: 0.5797 recall@top5: 0.9094 prec@top5: 0.4348 loss_action_cls: 0.0472 loss: 0.0472 2022/08/31 06:01:01 - mmengine - INFO - Epoch(train) [2][640/1921] lr: 5.0985e-02 eta: 5:24:17 time: 0.5036 data_time: 0.0213 memory: 8482 grad_norm: 0.1117 recall@thr=0.5: 0.5441 prec@thr=0.5: 0.6814 recall@top3: 0.6838 prec@top3: 0.5294 recall@top5: 0.9044 prec@top5: 0.4294 loss_action_cls: 0.0451 loss: 0.0451 2022/08/31 06:01:11 - mmengine - INFO - Epoch(train) [2][660/1921] lr: 5.1266e-02 eta: 5:23:57 time: 0.5112 data_time: 0.0183 memory: 8552 grad_norm: 0.1110 recall@thr=0.5: 0.5412 prec@thr=0.5: 0.6397 recall@top3: 0.6926 prec@top3: 0.6471 recall@top5: 0.9103 prec@top5: 0.5176 loss_action_cls: 0.0464 loss: 0.0464 2022/08/31 06:01:21 - mmengine - INFO - Epoch(train) [2][680/1921] lr: 5.1547e-02 eta: 5:23:37 time: 0.5072 data_time: 0.0205 memory: 8559 grad_norm: 0.1151 recall@thr=0.5: 0.6338 prec@thr=0.5: 0.7631 recall@top3: 0.6490 prec@top3: 0.6768 recall@top5: 0.8101 prec@top5: 0.5394 loss_action_cls: 0.0444 loss: 0.0444 2022/08/31 06:01:32 - mmengine - INFO - Epoch(train) [2][700/1921] lr: 5.1828e-02 eta: 5:23:25 time: 0.5395 data_time: 0.0210 memory: 8637 grad_norm: 0.1107 recall@thr=0.5: 0.6087 prec@thr=0.5: 0.7443 recall@top3: 0.7129 prec@top3: 0.7045 recall@top5: 0.8394 prec@top5: 0.5045 loss_action_cls: 0.0458 loss: 0.0458 2022/08/31 06:01:42 - mmengine - INFO - Epoch(train) [2][720/1921] lr: 5.2110e-02 eta: 5:23:06 time: 0.5114 data_time: 0.0283 memory: 8654 grad_norm: 0.1082 recall@thr=0.5: 0.5215 prec@thr=0.5: 0.6667 recall@top3: 0.7796 prec@top3: 0.6667 recall@top5: 0.8710 prec@top5: 0.4516 loss_action_cls: 0.0458 loss: 0.0458 2022/08/31 06:01:53 - mmengine - INFO - Epoch(train) [2][740/1921] lr: 5.2391e-02 eta: 5:22:54 time: 0.5369 data_time: 0.0211 memory: 8612 grad_norm: 0.1089 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7574 recall@top3: 0.7907 prec@top3: 0.6815 recall@top5: 0.9037 prec@top5: 0.4800 loss_action_cls: 0.0443 loss: 0.0443 2022/08/31 06:02:04 - mmengine - INFO - Epoch(train) [2][760/1921] lr: 5.2672e-02 eta: 5:22:39 time: 0.5255 data_time: 0.0226 memory: 8559 grad_norm: 0.1143 recall@thr=0.5: 0.7805 prec@thr=0.5: 0.7622 recall@top3: 0.8110 prec@top3: 0.6423 recall@top5: 0.9533 prec@top5: 0.4585 loss_action_cls: 0.0426 loss: 0.0426 2022/08/31 06:02:14 - mmengine - INFO - Epoch(train) [2][780/1921] lr: 5.2953e-02 eta: 5:22:18 time: 0.5042 data_time: 0.0192 memory: 8559 grad_norm: 0.1148 recall@thr=0.5: 0.6009 prec@thr=0.5: 0.6944 recall@top3: 0.7162 prec@top3: 0.6496 recall@top5: 0.8538 prec@top5: 0.4667 loss_action_cls: 0.0463 loss: 0.0463 2022/08/31 06:02:24 - mmengine - INFO - Epoch(train) [2][800/1921] lr: 5.3234e-02 eta: 5:22:06 time: 0.5380 data_time: 0.0211 memory: 8594 grad_norm: 0.1182 recall@thr=0.5: 0.5804 prec@thr=0.5: 0.7381 recall@top3: 0.7292 prec@top3: 0.6429 recall@top5: 0.9583 prec@top5: 0.5214 loss_action_cls: 0.0449 loss: 0.0449 2022/08/31 06:02:35 - mmengine - INFO - Epoch(train) [2][820/1921] lr: 5.3515e-02 eta: 5:21:47 time: 0.5088 data_time: 0.0189 memory: 8552 grad_norm: 0.1163 recall@thr=0.5: 0.7552 prec@thr=0.5: 0.7833 recall@top3: 0.7943 prec@top3: 0.7187 recall@top5: 0.9089 prec@top5: 0.5062 loss_action_cls: 0.0436 loss: 0.0436 2022/08/31 06:02:45 - mmengine - INFO - Epoch(train) [2][840/1921] lr: 5.3796e-02 eta: 5:21:33 time: 0.5296 data_time: 0.0215 memory: 8577 grad_norm: 0.1122 recall@thr=0.5: 0.5517 prec@thr=0.5: 0.6264 recall@top3: 0.7845 prec@top3: 0.6437 recall@top5: 0.9425 prec@top5: 0.4621 loss_action_cls: 0.0447 loss: 0.0447 2022/08/31 06:02:55 - mmengine - INFO - Epoch(train) [2][860/1921] lr: 5.4077e-02 eta: 5:21:14 time: 0.5087 data_time: 0.0211 memory: 8577 grad_norm: 0.1101 recall@thr=0.5: 0.4759 prec@thr=0.5: 0.6974 recall@top3: 0.7588 prec@top3: 0.6053 recall@top5: 0.8947 prec@top5: 0.4421 loss_action_cls: 0.0466 loss: 0.0466 2022/08/31 06:03:05 - mmengine - INFO - Epoch(train) [2][880/1921] lr: 5.4359e-02 eta: 5:20:53 time: 0.5032 data_time: 0.0186 memory: 8482 grad_norm: 0.1182 recall@thr=0.5: 0.5566 prec@thr=0.5: 0.7222 recall@top3: 0.6773 prec@top3: 0.5354 recall@top5: 0.8636 prec@top5: 0.4242 loss_action_cls: 0.0436 loss: 0.0436 2022/08/31 06:03:16 - mmengine - INFO - Epoch(train) [2][900/1921] lr: 5.4640e-02 eta: 5:20:33 time: 0.5030 data_time: 0.0203 memory: 8517 grad_norm: 0.1135 recall@thr=0.5: 0.5907 prec@thr=0.5: 0.7108 recall@top3: 0.7525 prec@top3: 0.6667 recall@top5: 0.9289 prec@top5: 0.4941 loss_action_cls: 0.0463 loss: 0.0463 2022/08/31 06:03:26 - mmengine - INFO - Epoch(train) [2][920/1921] lr: 5.4921e-02 eta: 5:20:16 time: 0.5133 data_time: 0.0182 memory: 8474 grad_norm: 0.1162 recall@thr=0.5: 0.5215 prec@thr=0.5: 0.5914 recall@top3: 0.6075 prec@top3: 0.4624 recall@top5: 0.6909 prec@top5: 0.3161 loss_action_cls: 0.0454 loss: 0.0454 2022/08/31 06:03:36 - mmengine - INFO - Epoch(train) [2][940/1921] lr: 5.5202e-02 eta: 5:19:56 time: 0.5062 data_time: 0.0199 memory: 8517 grad_norm: 0.1099 recall@thr=0.5: 0.6115 prec@thr=0.5: 0.6897 recall@top3: 0.7868 prec@top3: 0.6092 recall@top5: 0.9115 prec@top5: 0.4483 loss_action_cls: 0.0443 loss: 0.0443 2022/08/31 06:03:47 - mmengine - INFO - Epoch(train) [2][960/1921] lr: 5.5483e-02 eta: 5:19:47 time: 0.5464 data_time: 0.0167 memory: 8679 grad_norm: 0.1160 recall@thr=0.5: 0.6640 prec@thr=0.5: 0.7290 recall@top3: 0.7231 prec@top3: 0.5484 recall@top5: 0.8575 prec@top5: 0.4129 loss_action_cls: 0.0462 loss: 0.0462 2022/08/31 06:03:57 - mmengine - INFO - Epoch(train) [2][980/1921] lr: 5.5764e-02 eta: 5:19:26 time: 0.4974 data_time: 0.0213 memory: 8534 grad_norm: 0.1096 recall@thr=0.5: 0.4643 prec@thr=0.5: 0.5506 recall@top3: 0.6369 prec@top3: 0.5714 recall@top5: 0.8274 prec@top5: 0.4286 loss_action_cls: 0.0451 loss: 0.0451 2022/08/31 06:04:07 - mmengine - INFO - Epoch(train) [2][1000/1921] lr: 5.6045e-02 eta: 5:19:09 time: 0.5156 data_time: 0.0171 memory: 8508 grad_norm: 0.1158 recall@thr=0.5: 0.6673 prec@thr=0.5: 0.7679 recall@top3: 0.8250 prec@top3: 0.6071 recall@top5: 0.9244 prec@top5: 0.4214 loss_action_cls: 0.0415 loss: 0.0415 2022/08/31 06:04:17 - mmengine - INFO - Epoch(train) [2][1020/1921] lr: 5.6327e-02 eta: 5:18:46 time: 0.4884 data_time: 0.0190 memory: 8542 grad_norm: 0.1112 recall@thr=0.5: 0.5122 prec@thr=0.5: 0.7833 recall@top3: 0.6550 prec@top3: 0.6889 recall@top5: 0.8228 prec@top5: 0.5400 loss_action_cls: 0.0461 loss: 0.0461 2022/08/31 06:04:27 - mmengine - INFO - Epoch(train) [2][1040/1921] lr: 5.6608e-02 eta: 5:18:31 time: 0.5221 data_time: 0.0198 memory: 8534 grad_norm: 0.1080 recall@thr=0.5: 0.6029 prec@thr=0.5: 0.7598 recall@top3: 0.8137 prec@top3: 0.5882 recall@top5: 0.9044 prec@top5: 0.4059 loss_action_cls: 0.0447 loss: 0.0447 2022/08/31 06:04:38 - mmengine - INFO - Epoch(train) [2][1060/1921] lr: 5.6889e-02 eta: 5:18:15 time: 0.5154 data_time: 0.0202 memory: 8577 grad_norm: 0.1124 recall@thr=0.5: 0.4964 prec@thr=0.5: 0.6087 recall@top3: 0.7246 prec@top3: 0.5942 recall@top5: 0.8986 prec@top5: 0.4522 loss_action_cls: 0.0456 loss: 0.0456 2022/08/31 06:04:48 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 06:04:49 - mmengine - INFO - Epoch(train) [2][1080/1921] lr: 5.7170e-02 eta: 5:18:05 time: 0.5439 data_time: 0.0228 memory: 8585 grad_norm: 0.1052 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6218 recall@top3: 0.7853 prec@top3: 0.5769 recall@top5: 0.9615 prec@top5: 0.4308 loss_action_cls: 0.0436 loss: 0.0436 2022/08/31 06:04:59 - mmengine - INFO - Epoch(train) [2][1100/1921] lr: 5.7451e-02 eta: 5:17:50 time: 0.5179 data_time: 0.0194 memory: 8577 grad_norm: 0.1109 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8179 recall@top3: 0.7729 prec@top3: 0.7417 recall@top5: 0.9125 prec@top5: 0.5300 loss_action_cls: 0.0452 loss: 0.0452 2022/08/31 06:05:09 - mmengine - INFO - Epoch(train) [2][1120/1921] lr: 5.7732e-02 eta: 5:17:27 time: 0.4895 data_time: 0.0218 memory: 8508 grad_norm: 0.1086 recall@thr=0.5: 0.5968 prec@thr=0.5: 0.7769 recall@top3: 0.7742 prec@top3: 0.6237 recall@top5: 0.8844 prec@top5: 0.4323 loss_action_cls: 0.0425 loss: 0.0425 2022/08/31 06:05:19 - mmengine - INFO - Epoch(train) [2][1140/1921] lr: 5.8013e-02 eta: 5:17:14 time: 0.5250 data_time: 0.0155 memory: 8517 grad_norm: 0.1129 recall@thr=0.5: 0.6019 prec@thr=0.5: 0.5694 recall@top3: 0.7731 prec@top3: 0.4815 recall@top5: 0.8750 prec@top5: 0.3333 loss_action_cls: 0.0485 loss: 0.0485 2022/08/31 06:05:29 - mmengine - INFO - Epoch(train) [2][1160/1921] lr: 5.8294e-02 eta: 5:16:55 time: 0.5035 data_time: 0.0191 memory: 8577 grad_norm: 0.1073 recall@thr=0.5: 0.7119 prec@thr=0.5: 0.8000 recall@top3: 0.7782 prec@top3: 0.7460 recall@top5: 0.8877 prec@top5: 0.5286 loss_action_cls: 0.0475 loss: 0.0475 2022/08/31 06:05:40 - mmengine - INFO - Epoch(train) [2][1180/1921] lr: 5.8576e-02 eta: 5:16:44 time: 0.5367 data_time: 0.0192 memory: 8526 grad_norm: 0.1069 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.8000 recall@top3: 0.7389 prec@top3: 0.5333 recall@top5: 0.9556 prec@top5: 0.4400 loss_action_cls: 0.0462 loss: 0.0462 2022/08/31 06:05:50 - mmengine - INFO - Epoch(train) [2][1200/1921] lr: 5.8857e-02 eta: 5:16:25 time: 0.5020 data_time: 0.0222 memory: 8585 grad_norm: 0.1133 recall@thr=0.5: 0.4144 prec@thr=0.5: 0.5000 recall@top3: 0.6599 prec@top3: 0.4955 recall@top5: 0.7838 prec@top5: 0.3730 loss_action_cls: 0.0434 loss: 0.0434 2022/08/31 06:06:01 - mmengine - INFO - Epoch(train) [2][1220/1921] lr: 5.9138e-02 eta: 5:16:12 time: 0.5283 data_time: 0.0251 memory: 8508 grad_norm: 0.1095 recall@thr=0.5: 0.7129 prec@thr=0.5: 0.8199 recall@top3: 0.7452 prec@top3: 0.5484 recall@top5: 0.9274 prec@top5: 0.4194 loss_action_cls: 0.0459 loss: 0.0459 2022/08/31 06:06:10 - mmengine - INFO - Epoch(train) [2][1240/1921] lr: 5.9419e-02 eta: 5:15:51 time: 0.4922 data_time: 0.0190 memory: 8508 grad_norm: 0.1083 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.6000 recall@top3: 0.7722 prec@top3: 0.4667 recall@top5: 0.8500 prec@top5: 0.3200 loss_action_cls: 0.0446 loss: 0.0446 2022/08/31 06:06:21 - mmengine - INFO - Epoch(train) [2][1260/1921] lr: 5.9700e-02 eta: 5:15:36 time: 0.5170 data_time: 0.0168 memory: 8568 grad_norm: 0.1059 recall@thr=0.5: 0.5801 prec@thr=0.5: 0.6586 recall@top3: 0.7065 prec@top3: 0.5699 recall@top5: 0.8554 prec@top5: 0.4258 loss_action_cls: 0.0454 loss: 0.0454 2022/08/31 06:06:31 - mmengine - INFO - Epoch(train) [2][1280/1921] lr: 5.9981e-02 eta: 5:15:24 time: 0.5345 data_time: 0.0243 memory: 8508 grad_norm: 0.1056 recall@thr=0.5: 0.6536 prec@thr=0.5: 0.7793 recall@top3: 0.7730 prec@top3: 0.6667 recall@top5: 0.9613 prec@top5: 0.5135 loss_action_cls: 0.0455 loss: 0.0455 2022/08/31 06:06:42 - mmengine - INFO - Epoch(train) [2][1300/1921] lr: 6.0262e-02 eta: 5:15:11 time: 0.5263 data_time: 0.0187 memory: 8568 grad_norm: 0.1063 recall@thr=0.5: 0.7404 prec@thr=0.5: 0.5929 recall@top3: 0.8141 prec@top3: 0.5513 recall@top5: 0.9808 prec@top5: 0.4231 loss_action_cls: 0.0463 loss: 0.0463 2022/08/31 06:06:52 - mmengine - INFO - Epoch(train) [2][1320/1921] lr: 6.0544e-02 eta: 5:14:52 time: 0.4984 data_time: 0.0239 memory: 8629 grad_norm: 0.1074 recall@thr=0.5: 0.5870 prec@thr=0.5: 0.7426 recall@top3: 0.7648 prec@top3: 0.6667 recall@top5: 0.8815 prec@top5: 0.4667 loss_action_cls: 0.0458 loss: 0.0458 2022/08/31 06:07:03 - mmengine - INFO - Epoch(train) [2][1340/1921] lr: 6.0825e-02 eta: 5:14:39 time: 0.5280 data_time: 0.0196 memory: 8637 grad_norm: 0.1097 recall@thr=0.5: 0.7646 prec@thr=0.5: 0.7917 recall@top3: 0.8028 prec@top3: 0.7778 recall@top5: 0.9240 prec@top5: 0.5500 loss_action_cls: 0.0438 loss: 0.0438 2022/08/31 06:07:13 - mmengine - INFO - Epoch(train) [2][1360/1921] lr: 6.1106e-02 eta: 5:14:22 time: 0.5040 data_time: 0.0237 memory: 8542 grad_norm: 0.1094 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.7167 recall@top3: 0.7194 prec@top3: 0.6444 recall@top5: 0.8944 prec@top5: 0.4800 loss_action_cls: 0.0453 loss: 0.0453 2022/08/31 06:07:23 - mmengine - INFO - Epoch(train) [2][1380/1921] lr: 6.1387e-02 eta: 5:14:08 time: 0.5250 data_time: 0.0158 memory: 8637 grad_norm: 0.1068 recall@thr=0.5: 0.7110 prec@thr=0.5: 0.7660 recall@top3: 0.8121 prec@top3: 0.6028 recall@top5: 0.9610 prec@top5: 0.4468 loss_action_cls: 0.0457 loss: 0.0457 2022/08/31 06:07:34 - mmengine - INFO - Epoch(train) [2][1400/1921] lr: 6.1668e-02 eta: 5:13:56 time: 0.5303 data_time: 0.0200 memory: 8508 grad_norm: 0.1087 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7685 recall@top3: 0.7778 prec@top3: 0.6173 recall@top5: 0.9444 prec@top5: 0.4444 loss_action_cls: 0.0429 loss: 0.0429 2022/08/31 06:07:44 - mmengine - INFO - Epoch(train) [2][1420/1921] lr: 6.1949e-02 eta: 5:13:40 time: 0.5113 data_time: 0.0156 memory: 8534 grad_norm: 0.1078 recall@thr=0.5: 0.7578 prec@thr=0.5: 0.7760 recall@top3: 0.9089 prec@top3: 0.6667 recall@top5: 0.9167 prec@top5: 0.4062 loss_action_cls: 0.0438 loss: 0.0438 2022/08/31 06:07:54 - mmengine - INFO - Epoch(train) [2][1440/1921] lr: 6.2230e-02 eta: 5:13:22 time: 0.5028 data_time: 0.0199 memory: 8568 grad_norm: 0.1108 recall@thr=0.5: 0.6604 prec@thr=0.5: 0.7229 recall@top3: 0.7625 prec@top3: 0.6583 recall@top5: 0.9229 prec@top5: 0.4850 loss_action_cls: 0.0460 loss: 0.0460 2022/08/31 06:08:05 - mmengine - INFO - Epoch(train) [2][1460/1921] lr: 6.2511e-02 eta: 5:13:10 time: 0.5265 data_time: 0.0131 memory: 8585 grad_norm: 0.1079 recall@thr=0.5: 0.5753 prec@thr=0.5: 0.6828 recall@top3: 0.7473 prec@top3: 0.6022 recall@top5: 0.8790 prec@top5: 0.4452 loss_action_cls: 0.0433 loss: 0.0433 2022/08/31 06:08:14 - mmengine - INFO - Epoch(train) [2][1480/1921] lr: 6.2793e-02 eta: 5:12:51 time: 0.4984 data_time: 0.0202 memory: 8577 grad_norm: 0.1078 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.6324 recall@top3: 0.6618 prec@top3: 0.5588 recall@top5: 0.8922 prec@top5: 0.4412 loss_action_cls: 0.0437 loss: 0.0437 2022/08/31 06:08:25 - mmengine - INFO - Epoch(train) [2][1500/1921] lr: 6.3074e-02 eta: 5:12:39 time: 0.5274 data_time: 0.0140 memory: 8552 grad_norm: 0.1046 recall@thr=0.5: 0.7006 prec@thr=0.5: 0.8519 recall@top3: 0.8086 prec@top3: 0.6049 recall@top5: 0.8704 prec@top5: 0.4000 loss_action_cls: 0.0440 loss: 0.0440 2022/08/31 06:08:35 - mmengine - INFO - Epoch(train) [2][1520/1921] lr: 6.3355e-02 eta: 5:12:21 time: 0.5037 data_time: 0.0229 memory: 8534 grad_norm: 0.1053 recall@thr=0.5: 0.6460 prec@thr=0.5: 0.7475 recall@top3: 0.8843 prec@top3: 0.6263 recall@top5: 0.9535 prec@top5: 0.4242 loss_action_cls: 0.0447 loss: 0.0447 2022/08/31 06:08:46 - mmengine - INFO - Epoch(train) [2][1540/1921] lr: 6.3636e-02 eta: 5:12:08 time: 0.5246 data_time: 0.0158 memory: 8594 grad_norm: 0.1072 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.6593 recall@top3: 0.7696 prec@top3: 0.5882 recall@top5: 0.8897 prec@top5: 0.4235 loss_action_cls: 0.0418 loss: 0.0418 2022/08/31 06:08:56 - mmengine - INFO - Epoch(train) [2][1560/1921] lr: 6.3917e-02 eta: 5:11:57 time: 0.5339 data_time: 0.0210 memory: 8602 grad_norm: 0.1077 recall@thr=0.5: 0.6048 prec@thr=0.5: 0.7024 recall@top3: 0.7786 prec@top3: 0.5905 recall@top5: 0.9214 prec@top5: 0.4229 loss_action_cls: 0.0436 loss: 0.0436 2022/08/31 06:09:07 - mmengine - INFO - Epoch(train) [2][1580/1921] lr: 6.4198e-02 eta: 5:11:45 time: 0.5273 data_time: 0.0212 memory: 8542 grad_norm: 0.1127 recall@thr=0.5: 0.7053 prec@thr=0.5: 0.7561 recall@top3: 0.8191 prec@top3: 0.6667 recall@top5: 0.9431 prec@top5: 0.4683 loss_action_cls: 0.0441 loss: 0.0441 2022/08/31 06:09:17 - mmengine - INFO - Epoch(train) [2][1600/1921] lr: 6.4479e-02 eta: 5:11:32 time: 0.5245 data_time: 0.0236 memory: 8594 grad_norm: 0.1063 recall@thr=0.5: 0.7106 prec@thr=0.5: 0.8171 recall@top3: 0.7940 prec@top3: 0.6759 recall@top5: 0.9259 prec@top5: 0.4889 loss_action_cls: 0.0421 loss: 0.0421 2022/08/31 06:09:27 - mmengine - INFO - Epoch(train) [2][1620/1921] lr: 6.4761e-02 eta: 5:11:13 time: 0.4946 data_time: 0.0155 memory: 8645 grad_norm: 0.1055 recall@thr=0.5: 0.5851 prec@thr=0.5: 0.7241 recall@top3: 0.6885 prec@top3: 0.5977 recall@top5: 0.8851 prec@top5: 0.4897 loss_action_cls: 0.0430 loss: 0.0430 2022/08/31 06:09:38 - mmengine - INFO - Epoch(train) [2][1640/1921] lr: 6.5042e-02 eta: 5:11:02 time: 0.5315 data_time: 0.0214 memory: 8629 grad_norm: 0.1031 recall@thr=0.5: 0.6639 prec@thr=0.5: 0.7667 recall@top3: 0.7833 prec@top3: 0.6667 recall@top5: 0.8722 prec@top5: 0.4600 loss_action_cls: 0.0419 loss: 0.0419 2022/08/31 06:09:48 - mmengine - INFO - Epoch(train) [2][1660/1921] lr: 6.5323e-02 eta: 5:10:45 time: 0.5044 data_time: 0.0166 memory: 8559 grad_norm: 0.1073 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6919 recall@top3: 0.7576 prec@top3: 0.6061 recall@top5: 0.9444 prec@top5: 0.4545 loss_action_cls: 0.0416 loss: 0.0416 2022/08/31 06:09:58 - mmengine - INFO - Epoch(train) [2][1680/1921] lr: 6.5604e-02 eta: 5:10:31 time: 0.5196 data_time: 0.0253 memory: 8508 grad_norm: 0.1116 recall@thr=0.5: 0.6479 prec@thr=0.5: 0.7692 recall@top3: 0.7333 prec@top3: 0.7265 recall@top5: 0.8846 prec@top5: 0.5436 loss_action_cls: 0.0437 loss: 0.0437 2022/08/31 06:10:08 - mmengine - INFO - Epoch(train) [2][1700/1921] lr: 6.5885e-02 eta: 5:10:14 time: 0.4987 data_time: 0.0159 memory: 8482 grad_norm: 0.1061 recall@thr=0.5: 0.6113 prec@thr=0.5: 0.7623 recall@top3: 0.7569 prec@top3: 0.6471 recall@top5: 0.9441 prec@top5: 0.4882 loss_action_cls: 0.0412 loss: 0.0412 2022/08/31 06:10:19 - mmengine - INFO - Epoch(train) [2][1720/1921] lr: 6.6166e-02 eta: 5:10:01 time: 0.5241 data_time: 0.0201 memory: 8577 grad_norm: 0.1054 recall@thr=0.5: 0.4747 prec@thr=0.5: 0.5808 recall@top3: 0.6414 prec@top3: 0.5354 recall@top5: 0.7702 prec@top5: 0.4000 loss_action_cls: 0.0427 loss: 0.0427 2022/08/31 06:10:29 - mmengine - INFO - Epoch(train) [2][1740/1921] lr: 6.6447e-02 eta: 5:09:42 time: 0.4910 data_time: 0.0140 memory: 8508 grad_norm: 0.1030 recall@thr=0.5: 0.6995 prec@thr=0.5: 0.7136 recall@top3: 0.8207 prec@top3: 0.6061 recall@top5: 0.9040 prec@top5: 0.4182 loss_action_cls: 0.0420 loss: 0.0420 2022/08/31 06:10:39 - mmengine - INFO - Epoch(train) [2][1760/1921] lr: 6.6728e-02 eta: 5:09:32 time: 0.5389 data_time: 0.0199 memory: 8594 grad_norm: 0.1028 recall@thr=0.5: 0.5815 prec@thr=0.5: 0.8204 recall@top3: 0.7278 prec@top3: 0.6148 recall@top5: 0.9259 prec@top5: 0.4844 loss_action_cls: 0.0426 loss: 0.0426 2022/08/31 06:10:50 - mmengine - INFO - Epoch(train) [2][1780/1921] lr: 6.7010e-02 eta: 5:09:16 time: 0.5095 data_time: 0.0173 memory: 8500 grad_norm: 0.1021 recall@thr=0.5: 0.6763 prec@thr=0.5: 0.8202 recall@top3: 0.7623 prec@top3: 0.7456 recall@top5: 0.9118 prec@top5: 0.5526 loss_action_cls: 0.0454 loss: 0.0454 2022/08/31 06:11:00 - mmengine - INFO - Epoch(train) [2][1800/1921] lr: 6.7291e-02 eta: 5:09:01 time: 0.5085 data_time: 0.0203 memory: 8526 grad_norm: 0.1066 recall@thr=0.5: 0.8649 prec@thr=0.5: 0.8063 recall@top3: 0.8311 prec@top3: 0.6847 recall@top5: 0.9910 prec@top5: 0.5135 loss_action_cls: 0.0442 loss: 0.0442 2022/08/31 06:11:10 - mmengine - INFO - Epoch(train) [2][1820/1921] lr: 6.7572e-02 eta: 5:08:50 time: 0.5345 data_time: 0.0180 memory: 8568 grad_norm: 0.1062 recall@thr=0.5: 0.5533 prec@thr=0.5: 0.7933 recall@top3: 0.7467 prec@top3: 0.6800 recall@top5: 0.9133 prec@top5: 0.5040 loss_action_cls: 0.0420 loss: 0.0420 2022/08/31 06:11:20 - mmengine - INFO - Epoch(train) [2][1840/1921] lr: 6.7853e-02 eta: 5:08:32 time: 0.4962 data_time: 0.0172 memory: 8568 grad_norm: 0.1053 recall@thr=0.5: 0.5755 prec@thr=0.5: 0.6901 recall@top3: 0.6979 prec@top3: 0.5521 recall@top5: 0.8802 prec@top5: 0.4500 loss_action_cls: 0.0430 loss: 0.0430 2022/08/31 06:11:31 - mmengine - INFO - Epoch(train) [2][1860/1921] lr: 6.8134e-02 eta: 5:08:20 time: 0.5243 data_time: 0.0163 memory: 8679 grad_norm: 0.1021 recall@thr=0.5: 0.7310 prec@thr=0.5: 0.7833 recall@top3: 0.8167 prec@top3: 0.7048 recall@top5: 0.9357 prec@top5: 0.4971 loss_action_cls: 0.0434 loss: 0.0434 2022/08/31 06:11:41 - mmengine - INFO - Epoch(train) [2][1880/1921] lr: 6.8415e-02 eta: 5:08:03 time: 0.4987 data_time: 0.0211 memory: 8645 grad_norm: 0.1092 recall@thr=0.5: 0.6912 prec@thr=0.5: 0.7020 recall@top3: 0.7770 prec@top3: 0.6373 recall@top5: 0.9608 prec@top5: 0.4882 loss_action_cls: 0.0400 loss: 0.0400 2022/08/31 06:11:51 - mmengine - INFO - Epoch(train) [2][1900/1921] lr: 6.8696e-02 eta: 5:07:49 time: 0.5163 data_time: 0.0169 memory: 8508 grad_norm: 0.1027 recall@thr=0.5: 0.6876 prec@thr=0.5: 0.8934 recall@top3: 0.8279 prec@top3: 0.6822 recall@top5: 0.9547 prec@top5: 0.4930 loss_action_cls: 0.0449 loss: 0.0449 2022/08/31 06:12:01 - mmengine - INFO - Epoch(train) [2][1920/1921] lr: 6.8978e-02 eta: 5:07:32 time: 0.4984 data_time: 0.0177 memory: 8577 grad_norm: 0.1074 recall@thr=0.5: 0.7365 prec@thr=0.5: 0.7682 recall@top3: 0.8000 prec@top3: 0.6771 recall@top5: 0.9182 prec@top5: 0.4812 loss_action_cls: 0.0436 loss: 0.0436 2022/08/31 06:12:02 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 06:12:02 - mmengine - INFO - Epoch(train) [2][1921/1921] lr: 6.8992e-02 eta: 5:07:32 time: 0.4956 data_time: 0.0159 memory: 6302 grad_norm: 0.1095 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7342 recall@top3: 0.8125 prec@top3: 0.7333 recall@top5: 0.9083 prec@top5: 0.5000 loss_action_cls: 0.0445 loss: 0.0445 2022/08/31 06:12:02 - mmengine - INFO - Epoch(val) [2][20/6282] eta: 0:04:43 time: 0.0453 data_time: 0.0049 memory: 2274 2022/08/31 06:12:03 - mmengine - INFO - Epoch(val) [2][40/6282] eta: 0:04:23 time: 0.0422 data_time: 0.0028 memory: 2274 2022/08/31 06:12:05 - mmengine - INFO - Epoch(val) [2][60/6282] eta: 0:06:42 time: 0.0648 data_time: 0.0023 memory: 2274 2022/08/31 06:12:05 - mmengine - INFO - Epoch(val) [2][80/6282] eta: 0:04:06 time: 0.0398 data_time: 0.0021 memory: 2274 2022/08/31 06:12:06 - mmengine - INFO - Epoch(val) [2][100/6282] eta: 0:04:13 time: 0.0409 data_time: 0.0018 memory: 2274 2022/08/31 06:12:07 - mmengine - INFO - Epoch(val) [2][120/6282] eta: 0:04:40 time: 0.0456 data_time: 0.0031 memory: 2308 2022/08/31 06:12:08 - mmengine - INFO - Epoch(val) [2][140/6282] eta: 0:04:31 time: 0.0442 data_time: 0.0024 memory: 2308 2022/08/31 06:12:09 - mmengine - INFO - Epoch(val) [2][160/6282] eta: 0:04:26 time: 0.0435 data_time: 0.0026 memory: 2308 2022/08/31 06:12:10 - mmengine - INFO - Epoch(val) [2][180/6282] eta: 0:04:28 time: 0.0439 data_time: 0.0025 memory: 2308 2022/08/31 06:12:11 - mmengine - INFO - Epoch(val) [2][200/6282] eta: 0:04:21 time: 0.0430 data_time: 0.0020 memory: 2308 2022/08/31 06:12:11 - mmengine - INFO - Epoch(val) [2][220/6282] eta: 0:04:10 time: 0.0413 data_time: 0.0020 memory: 2279 2022/08/31 06:12:12 - mmengine - INFO - Epoch(val) [2][240/6282] eta: 0:04:35 time: 0.0455 data_time: 0.0021 memory: 2279 2022/08/31 06:12:13 - mmengine - INFO - Epoch(val) [2][260/6282] eta: 0:04:18 time: 0.0430 data_time: 0.0031 memory: 2279 2022/08/31 06:12:14 - mmengine - INFO - Epoch(val) [2][280/6282] eta: 0:04:43 time: 0.0473 data_time: 0.0029 memory: 2279 2022/08/31 06:12:15 - mmengine - INFO - Epoch(val) [2][300/6282] eta: 0:04:26 time: 0.0446 data_time: 0.0021 memory: 2308 2022/08/31 06:12:16 - mmengine - INFO - Epoch(val) [2][320/6282] eta: 0:04:26 time: 0.0448 data_time: 0.0018 memory: 2308 2022/08/31 06:12:17 - mmengine - INFO - Epoch(val) [2][340/6282] eta: 0:04:49 time: 0.0487 data_time: 0.0029 memory: 2308 2022/08/31 06:12:18 - mmengine - INFO - Epoch(val) [2][360/6282] eta: 0:04:30 time: 0.0457 data_time: 0.0028 memory: 2308 2022/08/31 06:12:19 - mmengine - INFO - Epoch(val) [2][380/6282] eta: 0:04:52 time: 0.0496 data_time: 0.0032 memory: 2308 2022/08/31 06:12:20 - mmengine - INFO - Epoch(val) [2][400/6282] eta: 0:04:04 time: 0.0416 data_time: 0.0020 memory: 2308 2022/08/31 06:12:21 - mmengine - INFO - Epoch(val) [2][420/6282] eta: 0:04:06 time: 0.0420 data_time: 0.0030 memory: 2281 2022/08/31 06:12:21 - mmengine - INFO - Epoch(val) [2][440/6282] eta: 0:04:04 time: 0.0418 data_time: 0.0021 memory: 2281 2022/08/31 06:12:22 - mmengine - INFO - Epoch(val) [2][460/6282] eta: 0:04:19 time: 0.0445 data_time: 0.0021 memory: 2281 2022/08/31 06:12:23 - mmengine - INFO - Epoch(val) [2][480/6282] eta: 0:04:23 time: 0.0454 data_time: 0.0026 memory: 2281 2022/08/31 06:12:24 - mmengine - INFO - Epoch(val) [2][500/6282] eta: 0:06:18 time: 0.0655 data_time: 0.0024 memory: 2281 2022/08/31 06:12:25 - mmengine - INFO - Epoch(val) [2][520/6282] eta: 0:04:08 time: 0.0431 data_time: 0.0020 memory: 2279 2022/08/31 06:12:26 - mmengine - INFO - Epoch(val) [2][540/6282] eta: 0:04:38 time: 0.0485 data_time: 0.0020 memory: 2279 2022/08/31 06:12:27 - mmengine - INFO - Epoch(val) [2][560/6282] eta: 0:04:02 time: 0.0423 data_time: 0.0020 memory: 2279 2022/08/31 06:12:28 - mmengine - INFO - Epoch(val) [2][580/6282] eta: 0:04:07 time: 0.0434 data_time: 0.0021 memory: 2279 2022/08/31 06:12:29 - mmengine - INFO - Epoch(val) [2][600/6282] eta: 0:03:49 time: 0.0404 data_time: 0.0025 memory: 2279 2022/08/31 06:12:30 - mmengine - INFO - Epoch(val) [2][620/6282] eta: 0:03:50 time: 0.0407 data_time: 0.0021 memory: 2279 2022/08/31 06:12:31 - mmengine - INFO - Epoch(val) [2][640/6282] eta: 0:04:09 time: 0.0443 data_time: 0.0025 memory: 2277 2022/08/31 06:12:31 - mmengine - INFO - Epoch(val) [2][660/6282] eta: 0:03:33 time: 0.0381 data_time: 0.0022 memory: 2277 2022/08/31 06:12:32 - mmengine - INFO - Epoch(val) [2][680/6282] eta: 0:04:01 time: 0.0431 data_time: 0.0018 memory: 2277 2022/08/31 06:12:33 - mmengine - INFO - Epoch(val) [2][700/6282] eta: 0:04:04 time: 0.0438 data_time: 0.0025 memory: 2277 2022/08/31 06:12:34 - mmengine - INFO - Epoch(val) [2][720/6282] eta: 0:06:02 time: 0.0652 data_time: 0.0031 memory: 2319 2022/08/31 06:12:35 - mmengine - INFO - Epoch(val) [2][740/6282] eta: 0:05:09 time: 0.0558 data_time: 0.0024 memory: 2308 2022/08/31 06:12:37 - mmengine - INFO - Epoch(val) [2][760/6282] eta: 0:04:44 time: 0.0515 data_time: 0.0026 memory: 2308 2022/08/31 06:12:37 - mmengine - INFO - Epoch(val) [2][780/6282] eta: 0:04:20 time: 0.0474 data_time: 0.0019 memory: 2308 2022/08/31 06:12:38 - mmengine - INFO - Epoch(val) [2][800/6282] eta: 0:03:54 time: 0.0428 data_time: 0.0018 memory: 2308 2022/08/31 06:12:39 - mmengine - INFO - Epoch(val) [2][820/6282] eta: 0:03:56 time: 0.0432 data_time: 0.0022 memory: 2308 2022/08/31 06:12:40 - mmengine - INFO - Epoch(val) [2][840/6282] eta: 0:04:27 time: 0.0491 data_time: 0.0023 memory: 2279 2022/08/31 06:12:41 - mmengine - INFO - Epoch(val) [2][860/6282] eta: 0:04:10 time: 0.0463 data_time: 0.0017 memory: 2279 2022/08/31 06:12:42 - mmengine - INFO - Epoch(val) [2][880/6282] eta: 0:03:59 time: 0.0443 data_time: 0.0023 memory: 2279 2022/08/31 06:12:43 - mmengine - INFO - Epoch(val) [2][900/6282] eta: 0:03:38 time: 0.0406 data_time: 0.0017 memory: 2279 2022/08/31 06:12:44 - mmengine - INFO - Epoch(val) [2][920/6282] eta: 0:06:16 time: 0.0703 data_time: 0.0026 memory: 2279 2022/08/31 06:12:45 - mmengine - INFO - Epoch(val) [2][940/6282] eta: 0:03:27 time: 0.0388 data_time: 0.0022 memory: 2274 2022/08/31 06:12:46 - mmengine - INFO - Epoch(val) [2][960/6282] eta: 0:03:15 time: 0.0367 data_time: 0.0022 memory: 2274 2022/08/31 06:12:47 - mmengine - INFO - Epoch(val) [2][980/6282] eta: 0:03:37 time: 0.0410 data_time: 0.0026 memory: 2274 2022/08/31 06:12:47 - mmengine - INFO - Epoch(val) [2][1000/6282] eta: 0:03:55 time: 0.0446 data_time: 0.0026 memory: 2274 2022/08/31 06:12:48 - mmengine - INFO - Epoch(val) [2][1020/6282] eta: 0:03:40 time: 0.0419 data_time: 0.0022 memory: 2279 2022/08/31 06:12:49 - mmengine - INFO - Epoch(val) [2][1040/6282] eta: 0:03:58 time: 0.0455 data_time: 0.0025 memory: 2279 2022/08/31 06:12:50 - mmengine - INFO - Epoch(val) [2][1060/6282] eta: 0:04:04 time: 0.0468 data_time: 0.0031 memory: 2279 2022/08/31 06:12:51 - mmengine - INFO - Epoch(val) [2][1080/6282] eta: 0:03:37 time: 0.0417 data_time: 0.0021 memory: 2279 2022/08/31 06:12:52 - mmengine - INFO - Epoch(val) [2][1100/6282] eta: 0:03:09 time: 0.0366 data_time: 0.0015 memory: 2279 2022/08/31 06:12:53 - mmengine - INFO - Epoch(val) [2][1120/6282] eta: 0:03:37 time: 0.0421 data_time: 0.0017 memory: 2279 2022/08/31 06:12:53 - mmengine - INFO - Epoch(val) [2][1140/6282] eta: 0:03:25 time: 0.0399 data_time: 0.0026 memory: 2279 2022/08/31 06:12:54 - mmengine - INFO - Epoch(val) [2][1160/6282] eta: 0:03:39 time: 0.0428 data_time: 0.0028 memory: 2279 2022/08/31 06:12:55 - mmengine - INFO - Epoch(val) [2][1180/6282] eta: 0:03:51 time: 0.0454 data_time: 0.0027 memory: 2279 2022/08/31 06:12:56 - mmengine - INFO - Epoch(val) [2][1200/6282] eta: 0:03:50 time: 0.0454 data_time: 0.0018 memory: 2279 2022/08/31 06:12:57 - mmengine - INFO - Epoch(val) [2][1220/6282] eta: 0:04:22 time: 0.0518 data_time: 0.0027 memory: 2279 2022/08/31 06:12:58 - mmengine - INFO - Epoch(val) [2][1240/6282] eta: 0:03:42 time: 0.0441 data_time: 0.0020 memory: 2308 2022/08/31 06:12:59 - mmengine - INFO - Epoch(val) [2][1260/6282] eta: 0:04:08 time: 0.0494 data_time: 0.0034 memory: 2308 2022/08/31 06:13:00 - mmengine - INFO - Epoch(val) [2][1280/6282] eta: 0:03:59 time: 0.0479 data_time: 0.0032 memory: 2308 2022/08/31 06:13:01 - mmengine - INFO - Epoch(val) [2][1300/6282] eta: 0:04:03 time: 0.0489 data_time: 0.0026 memory: 2308 2022/08/31 06:13:02 - mmengine - INFO - Epoch(val) [2][1320/6282] eta: 0:04:17 time: 0.0519 data_time: 0.0032 memory: 2308 2022/08/31 06:13:03 - mmengine - INFO - Epoch(val) [2][1340/6282] eta: 0:04:00 time: 0.0487 data_time: 0.0036 memory: 2308 2022/08/31 06:13:04 - mmengine - INFO - Epoch(val) [2][1360/6282] eta: 0:06:09 time: 0.0751 data_time: 0.0032 memory: 2308 2022/08/31 06:13:05 - mmengine - INFO - Epoch(val) [2][1380/6282] eta: 0:03:47 time: 0.0463 data_time: 0.0031 memory: 2308 2022/08/31 06:13:06 - mmengine - INFO - Epoch(val) [2][1400/6282] eta: 0:04:04 time: 0.0500 data_time: 0.0033 memory: 2308 2022/08/31 06:13:07 - mmengine - INFO - Epoch(val) [2][1420/6282] eta: 0:04:01 time: 0.0498 data_time: 0.0024 memory: 2308 2022/08/31 06:13:08 - mmengine - INFO - Epoch(val) [2][1440/6282] eta: 0:03:43 time: 0.0462 data_time: 0.0026 memory: 2308 2022/08/31 06:13:09 - mmengine - INFO - Epoch(val) [2][1460/6282] eta: 0:03:58 time: 0.0495 data_time: 0.0016 memory: 2308 2022/08/31 06:13:10 - mmengine - INFO - Epoch(val) [2][1480/6282] eta: 0:03:32 time: 0.0442 data_time: 0.0026 memory: 2308 2022/08/31 06:13:11 - mmengine - INFO - Epoch(val) [2][1500/6282] eta: 0:03:39 time: 0.0459 data_time: 0.0023 memory: 2308 2022/08/31 06:13:12 - mmengine - INFO - Epoch(val) [2][1520/6282] eta: 0:03:49 time: 0.0482 data_time: 0.0026 memory: 2352 2022/08/31 06:13:13 - mmengine - INFO - Epoch(val) [2][1540/6282] eta: 0:03:55 time: 0.0498 data_time: 0.0028 memory: 2352 2022/08/31 06:13:14 - mmengine - INFO - Epoch(val) [2][1560/6282] eta: 0:03:40 time: 0.0468 data_time: 0.0022 memory: 2352 2022/08/31 06:13:15 - mmengine - INFO - Epoch(val) [2][1580/6282] eta: 0:03:15 time: 0.0416 data_time: 0.0022 memory: 2352 2022/08/31 06:13:16 - mmengine - INFO - Epoch(val) [2][1600/6282] eta: 0:03:36 time: 0.0462 data_time: 0.0024 memory: 2352 2022/08/31 06:13:17 - mmengine - INFO - Epoch(val) [2][1620/6282] eta: 0:03:27 time: 0.0446 data_time: 0.0029 memory: 2352 2022/08/31 06:13:18 - mmengine - INFO - Epoch(val) [2][1640/6282] eta: 0:03:57 time: 0.0511 data_time: 0.0018 memory: 2308 2022/08/31 06:13:18 - mmengine - INFO - Epoch(val) [2][1660/6282] eta: 0:03:11 time: 0.0415 data_time: 0.0019 memory: 2308 2022/08/31 06:13:19 - mmengine - INFO - Epoch(val) [2][1680/6282] eta: 0:02:59 time: 0.0389 data_time: 0.0019 memory: 2308 2022/08/31 06:13:20 - mmengine - INFO - Epoch(val) [2][1700/6282] eta: 0:03:47 time: 0.0495 data_time: 0.0019 memory: 2308 2022/08/31 06:13:21 - mmengine - INFO - Epoch(val) [2][1720/6282] eta: 0:04:04 time: 0.0536 data_time: 0.0027 memory: 2311 2022/08/31 06:13:22 - mmengine - INFO - Epoch(val) [2][1740/6282] eta: 0:02:48 time: 0.0370 data_time: 0.0016 memory: 2308 2022/08/31 06:13:23 - mmengine - INFO - Epoch(val) [2][1760/6282] eta: 0:03:09 time: 0.0419 data_time: 0.0024 memory: 2308 2022/08/31 06:13:24 - mmengine - INFO - Epoch(val) [2][1780/6282] eta: 0:05:28 time: 0.0729 data_time: 0.0023 memory: 2308 2022/08/31 06:13:25 - mmengine - INFO - Epoch(val) [2][1800/6282] eta: 0:03:25 time: 0.0460 data_time: 0.0029 memory: 2308 2022/08/31 06:13:26 - mmengine - INFO - Epoch(val) [2][1820/6282] eta: 0:03:38 time: 0.0490 data_time: 0.0021 memory: 2308 2022/08/31 06:13:27 - mmengine - INFO - Epoch(val) [2][1840/6282] eta: 0:03:24 time: 0.0461 data_time: 0.0018 memory: 2308 2022/08/31 06:13:28 - mmengine - INFO - Epoch(val) [2][1860/6282] eta: 0:03:14 time: 0.0439 data_time: 0.0019 memory: 2308 2022/08/31 06:13:29 - mmengine - INFO - Epoch(val) [2][1880/6282] eta: 0:03:18 time: 0.0451 data_time: 0.0023 memory: 2308 2022/08/31 06:13:30 - mmengine - INFO - Epoch(val) [2][1900/6282] eta: 0:03:21 time: 0.0460 data_time: 0.0031 memory: 2308 2022/08/31 06:13:31 - mmengine - INFO - Epoch(val) [2][1920/6282] eta: 0:03:32 time: 0.0487 data_time: 0.0021 memory: 2308 2022/08/31 06:13:32 - mmengine - INFO - Epoch(val) [2][1940/6282] eta: 0:03:21 time: 0.0464 data_time: 0.0030 memory: 2308 2022/08/31 06:13:33 - mmengine - INFO - Epoch(val) [2][1960/6282] eta: 0:03:12 time: 0.0446 data_time: 0.0023 memory: 2281 2022/08/31 06:13:33 - mmengine - INFO - Epoch(val) [2][1980/6282] eta: 0:02:53 time: 0.0402 data_time: 0.0024 memory: 2281 2022/08/31 06:13:34 - mmengine - INFO - Epoch(val) [2][2000/6282] eta: 0:02:51 time: 0.0400 data_time: 0.0023 memory: 2281 2022/08/31 06:13:35 - mmengine - INFO - Epoch(val) [2][2020/6282] eta: 0:03:08 time: 0.0442 data_time: 0.0021 memory: 2281 2022/08/31 06:13:36 - mmengine - INFO - Epoch(val) [2][2040/6282] eta: 0:02:59 time: 0.0424 data_time: 0.0027 memory: 2281 2022/08/31 06:13:37 - mmengine - INFO - Epoch(val) [2][2060/6282] eta: 0:02:55 time: 0.0415 data_time: 0.0026 memory: 2281 2022/08/31 06:13:38 - mmengine - INFO - Epoch(val) [2][2080/6282] eta: 0:03:18 time: 0.0473 data_time: 0.0033 memory: 2281 2022/08/31 06:13:39 - mmengine - INFO - Epoch(val) [2][2100/6282] eta: 0:02:49 time: 0.0406 data_time: 0.0028 memory: 2281 2022/08/31 06:13:39 - mmengine - INFO - Epoch(val) [2][2120/6282] eta: 0:02:56 time: 0.0425 data_time: 0.0037 memory: 2281 2022/08/31 06:13:40 - mmengine - INFO - Epoch(val) [2][2140/6282] eta: 0:03:12 time: 0.0464 data_time: 0.0027 memory: 2281 2022/08/31 06:13:41 - mmengine - INFO - Epoch(val) [2][2160/6282] eta: 0:03:06 time: 0.0452 data_time: 0.0027 memory: 2279 2022/08/31 06:13:42 - mmengine - INFO - Epoch(val) [2][2180/6282] eta: 0:02:56 time: 0.0429 data_time: 0.0018 memory: 2279 2022/08/31 06:13:43 - mmengine - INFO - Epoch(val) [2][2200/6282] eta: 0:03:10 time: 0.0466 data_time: 0.0018 memory: 2279 2022/08/31 06:13:44 - mmengine - INFO - Epoch(val) [2][2220/6282] eta: 0:04:34 time: 0.0676 data_time: 0.0027 memory: 2279 2022/08/31 06:13:45 - mmengine - INFO - Epoch(val) [2][2240/6282] eta: 0:03:29 time: 0.0518 data_time: 0.0027 memory: 2279 2022/08/31 06:13:46 - mmengine - INFO - Epoch(val) [2][2260/6282] eta: 0:03:01 time: 0.0450 data_time: 0.0024 memory: 2281 2022/08/31 06:13:47 - mmengine - INFO - Epoch(val) [2][2280/6282] eta: 0:02:36 time: 0.0392 data_time: 0.0025 memory: 2281 2022/08/31 06:13:48 - mmengine - INFO - Epoch(val) [2][2300/6282] eta: 0:02:55 time: 0.0440 data_time: 0.0022 memory: 2281 2022/08/31 06:13:49 - mmengine - INFO - Epoch(val) [2][2320/6282] eta: 0:02:40 time: 0.0404 data_time: 0.0022 memory: 2281 2022/08/31 06:13:50 - mmengine - INFO - Epoch(val) [2][2340/6282] eta: 0:02:49 time: 0.0431 data_time: 0.0022 memory: 2281 2022/08/31 06:13:50 - mmengine - INFO - Epoch(val) [2][2360/6282] eta: 0:02:30 time: 0.0383 data_time: 0.0016 memory: 2279 2022/08/31 06:13:51 - mmengine - INFO - Epoch(val) [2][2380/6282] eta: 0:02:38 time: 0.0406 data_time: 0.0017 memory: 2279 2022/08/31 06:13:52 - mmengine - INFO - Epoch(val) [2][2400/6282] eta: 0:02:45 time: 0.0426 data_time: 0.0017 memory: 2279 2022/08/31 06:13:53 - mmengine - INFO - Epoch(val) [2][2420/6282] eta: 0:02:37 time: 0.0408 data_time: 0.0031 memory: 2279 2022/08/31 06:13:54 - mmengine - INFO - Epoch(val) [2][2440/6282] eta: 0:02:48 time: 0.0438 data_time: 0.0022 memory: 2279 2022/08/31 06:13:55 - mmengine - INFO - Epoch(val) [2][2460/6282] eta: 0:02:48 time: 0.0441 data_time: 0.0027 memory: 2308 2022/08/31 06:13:56 - mmengine - INFO - Epoch(val) [2][2480/6282] eta: 0:03:17 time: 0.0520 data_time: 0.0021 memory: 2308 2022/08/31 06:13:57 - mmengine - INFO - Epoch(val) [2][2500/6282] eta: 0:02:46 time: 0.0439 data_time: 0.0025 memory: 2308 2022/08/31 06:13:58 - mmengine - INFO - Epoch(val) [2][2520/6282] eta: 0:03:12 time: 0.0511 data_time: 0.0020 memory: 2308 2022/08/31 06:13:59 - mmengine - INFO - Epoch(val) [2][2540/6282] eta: 0:03:20 time: 0.0536 data_time: 0.0022 memory: 2311 2022/08/31 06:14:00 - mmengine - INFO - Epoch(val) [2][2560/6282] eta: 0:02:28 time: 0.0398 data_time: 0.0022 memory: 2308 2022/08/31 06:14:00 - mmengine - INFO - Epoch(val) [2][2580/6282] eta: 0:02:43 time: 0.0442 data_time: 0.0018 memory: 2308 2022/08/31 06:14:01 - mmengine - INFO - Epoch(val) [2][2600/6282] eta: 0:03:07 time: 0.0510 data_time: 0.0027 memory: 2308 2022/08/31 06:14:02 - mmengine - INFO - Epoch(val) [2][2620/6282] eta: 0:02:51 time: 0.0468 data_time: 0.0037 memory: 2308 2022/08/31 06:14:03 - mmengine - INFO - Epoch(val) [2][2640/6282] eta: 0:02:48 time: 0.0462 data_time: 0.0025 memory: 2308 2022/08/31 06:14:05 - mmengine - INFO - Epoch(val) [2][2660/6282] eta: 0:03:57 time: 0.0657 data_time: 0.0029 memory: 2348 2022/08/31 06:14:06 - mmengine - INFO - Epoch(val) [2][2680/6282] eta: 0:02:44 time: 0.0455 data_time: 0.0019 memory: 2348 2022/08/31 06:14:06 - mmengine - INFO - Epoch(val) [2][2700/6282] eta: 0:02:55 time: 0.0489 data_time: 0.0029 memory: 2348 2022/08/31 06:14:07 - mmengine - INFO - Epoch(val) [2][2720/6282] eta: 0:02:30 time: 0.0422 data_time: 0.0019 memory: 2348 2022/08/31 06:14:08 - mmengine - INFO - Epoch(val) [2][2740/6282] eta: 0:02:36 time: 0.0443 data_time: 0.0021 memory: 2348 2022/08/31 06:14:09 - mmengine - INFO - Epoch(val) [2][2760/6282] eta: 0:02:21 time: 0.0402 data_time: 0.0023 memory: 2281 2022/08/31 06:14:10 - mmengine - INFO - Epoch(val) [2][2780/6282] eta: 0:02:37 time: 0.0450 data_time: 0.0025 memory: 2281 2022/08/31 06:14:11 - mmengine - INFO - Epoch(val) [2][2800/6282] eta: 0:02:42 time: 0.0467 data_time: 0.0025 memory: 2281 2022/08/31 06:14:12 - mmengine - INFO - Epoch(val) [2][2820/6282] eta: 0:02:44 time: 0.0475 data_time: 0.0024 memory: 2281 2022/08/31 06:14:13 - mmengine - INFO - Epoch(val) [2][2840/6282] eta: 0:02:28 time: 0.0432 data_time: 0.0025 memory: 2281 2022/08/31 06:14:14 - mmengine - INFO - Epoch(val) [2][2860/6282] eta: 0:02:25 time: 0.0426 data_time: 0.0028 memory: 2308 2022/08/31 06:14:14 - mmengine - INFO - Epoch(val) [2][2880/6282] eta: 0:02:35 time: 0.0458 data_time: 0.0031 memory: 2308 2022/08/31 06:14:15 - mmengine - INFO - Epoch(val) [2][2900/6282] eta: 0:02:40 time: 0.0474 data_time: 0.0019 memory: 2308 2022/08/31 06:14:16 - mmengine - INFO - Epoch(val) [2][2920/6282] eta: 0:02:40 time: 0.0478 data_time: 0.0018 memory: 2308 2022/08/31 06:14:17 - mmengine - INFO - Epoch(val) [2][2940/6282] eta: 0:02:21 time: 0.0423 data_time: 0.0027 memory: 2293 2022/08/31 06:14:18 - mmengine - INFO - Epoch(val) [2][2960/6282] eta: 0:02:15 time: 0.0407 data_time: 0.0019 memory: 2293 2022/08/31 06:14:19 - mmengine - INFO - Epoch(val) [2][2980/6282] eta: 0:02:27 time: 0.0446 data_time: 0.0023 memory: 2293 2022/08/31 06:14:20 - mmengine - INFO - Epoch(val) [2][3000/6282] eta: 0:02:33 time: 0.0468 data_time: 0.0026 memory: 2293 2022/08/31 06:14:21 - mmengine - INFO - Epoch(val) [2][3020/6282] eta: 0:02:14 time: 0.0411 data_time: 0.0025 memory: 2308 2022/08/31 06:14:22 - mmengine - INFO - Epoch(val) [2][3040/6282] eta: 0:02:20 time: 0.0435 data_time: 0.0029 memory: 2308 2022/08/31 06:14:22 - mmengine - INFO - Epoch(val) [2][3060/6282] eta: 0:02:27 time: 0.0459 data_time: 0.0024 memory: 2308 2022/08/31 06:14:23 - mmengine - INFO - Epoch(val) [2][3080/6282] eta: 0:02:14 time: 0.0421 data_time: 0.0020 memory: 2308 2022/08/31 06:14:25 - mmengine - INFO - Epoch(val) [2][3100/6282] eta: 0:03:23 time: 0.0640 data_time: 0.0022 memory: 2308 2022/08/31 06:14:25 - mmengine - INFO - Epoch(val) [2][3120/6282] eta: 0:01:58 time: 0.0376 data_time: 0.0027 memory: 2281 2022/08/31 06:14:26 - mmengine - INFO - Epoch(val) [2][3140/6282] eta: 0:01:58 time: 0.0378 data_time: 0.0016 memory: 2281 2022/08/31 06:14:27 - mmengine - INFO - Epoch(val) [2][3160/6282] eta: 0:02:16 time: 0.0437 data_time: 0.0021 memory: 2281 2022/08/31 06:14:28 - mmengine - INFO - Epoch(val) [2][3180/6282] eta: 0:02:06 time: 0.0409 data_time: 0.0026 memory: 2281 2022/08/31 06:14:29 - mmengine - INFO - Epoch(val) [2][3200/6282] eta: 0:02:09 time: 0.0419 data_time: 0.0025 memory: 2308 2022/08/31 06:14:30 - mmengine - INFO - Epoch(val) [2][3220/6282] eta: 0:02:15 time: 0.0442 data_time: 0.0034 memory: 2308 2022/08/31 06:14:30 - mmengine - INFO - Epoch(val) [2][3240/6282] eta: 0:02:24 time: 0.0474 data_time: 0.0028 memory: 2308 2022/08/31 06:14:31 - mmengine - INFO - Epoch(val) [2][3260/6282] eta: 0:02:14 time: 0.0446 data_time: 0.0029 memory: 2308 2022/08/31 06:14:32 - mmengine - INFO - Epoch(val) [2][3280/6282] eta: 0:02:28 time: 0.0495 data_time: 0.0033 memory: 2308 2022/08/31 06:14:33 - mmengine - INFO - Epoch(val) [2][3300/6282] eta: 0:02:45 time: 0.0555 data_time: 0.0024 memory: 2308 2022/08/31 06:14:34 - mmengine - INFO - Epoch(val) [2][3320/6282] eta: 0:02:07 time: 0.0429 data_time: 0.0017 memory: 2308 2022/08/31 06:14:35 - mmengine - INFO - Epoch(val) [2][3340/6282] eta: 0:02:07 time: 0.0435 data_time: 0.0016 memory: 2308 2022/08/31 06:14:36 - mmengine - INFO - Epoch(val) [2][3360/6282] eta: 0:02:12 time: 0.0454 data_time: 0.0027 memory: 2308 2022/08/31 06:14:37 - mmengine - INFO - Epoch(val) [2][3380/6282] eta: 0:02:03 time: 0.0427 data_time: 0.0022 memory: 2308 2022/08/31 06:14:38 - mmengine - INFO - Epoch(val) [2][3400/6282] eta: 0:02:19 time: 0.0485 data_time: 0.0024 memory: 2279 2022/08/31 06:14:39 - mmengine - INFO - Epoch(val) [2][3420/6282] eta: 0:02:00 time: 0.0421 data_time: 0.0025 memory: 2279 2022/08/31 06:14:40 - mmengine - INFO - Epoch(val) [2][3440/6282] eta: 0:01:54 time: 0.0402 data_time: 0.0035 memory: 2279 2022/08/31 06:14:41 - mmengine - INFO - Epoch(val) [2][3460/6282] eta: 0:02:32 time: 0.0540 data_time: 0.0025 memory: 2282 2022/08/31 06:14:42 - mmengine - INFO - Epoch(val) [2][3480/6282] eta: 0:02:19 time: 0.0497 data_time: 0.0024 memory: 2279 2022/08/31 06:14:42 - mmengine - INFO - Epoch(val) [2][3500/6282] eta: 0:01:42 time: 0.0367 data_time: 0.0023 memory: 2279 2022/08/31 06:14:43 - mmengine - INFO - Epoch(val) [2][3520/6282] eta: 0:01:32 time: 0.0335 data_time: 0.0017 memory: 2279 2022/08/31 06:14:44 - mmengine - INFO - Epoch(val) [2][3540/6282] eta: 0:02:57 time: 0.0649 data_time: 0.0025 memory: 2279 2022/08/31 06:14:45 - mmengine - INFO - Epoch(val) [2][3560/6282] eta: 0:01:46 time: 0.0391 data_time: 0.0020 memory: 2279 2022/08/31 06:14:46 - mmengine - INFO - Epoch(val) [2][3580/6282] eta: 0:01:43 time: 0.0383 data_time: 0.0022 memory: 2300 2022/08/31 06:14:47 - mmengine - INFO - Epoch(val) [2][3600/6282] eta: 0:01:58 time: 0.0442 data_time: 0.0033 memory: 2300 2022/08/31 06:14:48 - mmengine - INFO - Epoch(val) [2][3620/6282] eta: 0:02:35 time: 0.0585 data_time: 0.0031 memory: 2302 2022/08/31 06:14:49 - mmengine - INFO - Epoch(val) [2][3640/6282] eta: 0:02:00 time: 0.0456 data_time: 0.0019 memory: 2300 2022/08/31 06:14:50 - mmengine - INFO - Epoch(val) [2][3660/6282] eta: 0:01:52 time: 0.0428 data_time: 0.0025 memory: 2300 2022/08/31 06:14:50 - mmengine - INFO - Epoch(val) [2][3680/6282] eta: 0:01:36 time: 0.0373 data_time: 0.0017 memory: 2308 2022/08/31 06:14:51 - mmengine - INFO - Epoch(val) [2][3700/6282] eta: 0:01:39 time: 0.0386 data_time: 0.0028 memory: 2308 2022/08/31 06:14:52 - mmengine - INFO - Epoch(val) [2][3720/6282] eta: 0:01:52 time: 0.0440 data_time: 0.0033 memory: 2308 2022/08/31 06:14:53 - mmengine - INFO - Epoch(val) [2][3740/6282] eta: 0:01:47 time: 0.0425 data_time: 0.0022 memory: 2308 2022/08/31 06:14:54 - mmengine - INFO - Epoch(val) [2][3760/6282] eta: 0:01:48 time: 0.0430 data_time: 0.0030 memory: 2308 2022/08/31 06:14:55 - mmengine - INFO - Epoch(val) [2][3780/6282] eta: 0:01:49 time: 0.0439 data_time: 0.0024 memory: 2308 2022/08/31 06:14:56 - mmengine - INFO - Epoch(val) [2][3800/6282] eta: 0:01:57 time: 0.0473 data_time: 0.0028 memory: 2308 2022/08/31 06:14:57 - mmengine - INFO - Epoch(val) [2][3820/6282] eta: 0:01:51 time: 0.0452 data_time: 0.0026 memory: 2308 2022/08/31 06:14:57 - mmengine - INFO - Epoch(val) [2][3840/6282] eta: 0:01:50 time: 0.0451 data_time: 0.0026 memory: 2308 2022/08/31 06:14:58 - mmengine - INFO - Epoch(val) [2][3860/6282] eta: 0:01:44 time: 0.0431 data_time: 0.0035 memory: 2308 2022/08/31 06:14:59 - mmengine - INFO - Epoch(val) [2][3880/6282] eta: 0:01:34 time: 0.0394 data_time: 0.0022 memory: 2308 2022/08/31 06:15:00 - mmengine - INFO - Epoch(val) [2][3900/6282] eta: 0:01:41 time: 0.0425 data_time: 0.0038 memory: 2308 2022/08/31 06:15:01 - mmengine - INFO - Epoch(val) [2][3920/6282] eta: 0:01:36 time: 0.0407 data_time: 0.0028 memory: 2308 2022/08/31 06:15:02 - mmengine - INFO - Epoch(val) [2][3940/6282] eta: 0:03:02 time: 0.0778 data_time: 0.0034 memory: 2308 2022/08/31 06:15:03 - mmengine - INFO - Epoch(val) [2][3960/6282] eta: 0:01:55 time: 0.0497 data_time: 0.0031 memory: 2308 2022/08/31 06:15:04 - mmengine - INFO - Epoch(val) [2][3980/6282] eta: 0:02:10 time: 0.0566 data_time: 0.0025 memory: 2308 2022/08/31 06:15:05 - mmengine - INFO - Epoch(val) [2][4000/6282] eta: 0:01:50 time: 0.0485 data_time: 0.0028 memory: 2308 2022/08/31 06:15:06 - mmengine - INFO - Epoch(val) [2][4020/6282] eta: 0:01:33 time: 0.0412 data_time: 0.0019 memory: 2308 2022/08/31 06:15:07 - mmengine - INFO - Epoch(val) [2][4040/6282] eta: 0:01:31 time: 0.0409 data_time: 0.0024 memory: 2348 2022/08/31 06:15:08 - mmengine - INFO - Epoch(val) [2][4060/6282] eta: 0:01:47 time: 0.0483 data_time: 0.0021 memory: 2348 2022/08/31 06:15:09 - mmengine - INFO - Epoch(val) [2][4080/6282] eta: 0:01:44 time: 0.0476 data_time: 0.0028 memory: 2348 2022/08/31 06:15:10 - mmengine - INFO - Epoch(val) [2][4100/6282] eta: 0:01:33 time: 0.0429 data_time: 0.0022 memory: 2348 2022/08/31 06:15:11 - mmengine - INFO - Epoch(val) [2][4120/6282] eta: 0:01:38 time: 0.0456 data_time: 0.0023 memory: 2348 2022/08/31 06:15:12 - mmengine - INFO - Epoch(val) [2][4140/6282] eta: 0:01:30 time: 0.0424 data_time: 0.0019 memory: 2348 2022/08/31 06:15:12 - mmengine - INFO - Epoch(val) [2][4160/6282] eta: 0:01:27 time: 0.0410 data_time: 0.0019 memory: 2279 2022/08/31 06:15:13 - mmengine - INFO - Epoch(val) [2][4180/6282] eta: 0:01:22 time: 0.0393 data_time: 0.0023 memory: 2279 2022/08/31 06:15:15 - mmengine - INFO - Epoch(val) [2][4200/6282] eta: 0:02:26 time: 0.0702 data_time: 0.0071 memory: 2279 2022/08/31 06:15:15 - mmengine - INFO - Epoch(val) [2][4220/6282] eta: 0:01:22 time: 0.0400 data_time: 0.0023 memory: 2279 2022/08/31 06:15:16 - mmengine - INFO - Epoch(val) [2][4240/6282] eta: 0:01:26 time: 0.0425 data_time: 0.0022 memory: 2279 2022/08/31 06:15:17 - mmengine - INFO - Epoch(val) [2][4260/6282] eta: 0:01:33 time: 0.0465 data_time: 0.0029 memory: 2279 2022/08/31 06:15:18 - mmengine - INFO - Epoch(val) [2][4280/6282] eta: 0:01:27 time: 0.0436 data_time: 0.0030 memory: 2279 2022/08/31 06:15:19 - mmengine - INFO - Epoch(val) [2][4300/6282] eta: 0:01:24 time: 0.0426 data_time: 0.0024 memory: 2279 2022/08/31 06:15:20 - mmengine - INFO - Epoch(val) [2][4320/6282] eta: 0:01:20 time: 0.0408 data_time: 0.0027 memory: 2279 2022/08/31 06:15:21 - mmengine - INFO - Epoch(val) [2][4340/6282] eta: 0:01:18 time: 0.0404 data_time: 0.0020 memory: 2279 2022/08/31 06:15:21 - mmengine - INFO - Epoch(val) [2][4360/6282] eta: 0:01:19 time: 0.0416 data_time: 0.0022 memory: 2308 2022/08/31 06:15:22 - mmengine - INFO - Epoch(val) [2][4380/6282] eta: 0:01:21 time: 0.0427 data_time: 0.0027 memory: 2308 2022/08/31 06:15:23 - mmengine - INFO - Epoch(val) [2][4400/6282] eta: 0:01:18 time: 0.0418 data_time: 0.0024 memory: 2308 2022/08/31 06:15:24 - mmengine - INFO - Epoch(val) [2][4420/6282] eta: 0:01:22 time: 0.0445 data_time: 0.0026 memory: 2308 2022/08/31 06:15:25 - mmengine - INFO - Epoch(val) [2][4440/6282] eta: 0:01:20 time: 0.0438 data_time: 0.0027 memory: 2312 2022/08/31 06:15:26 - mmengine - INFO - Epoch(val) [2][4460/6282] eta: 0:01:18 time: 0.0433 data_time: 0.0021 memory: 2312 2022/08/31 06:15:27 - mmengine - INFO - Epoch(val) [2][4480/6282] eta: 0:01:14 time: 0.0415 data_time: 0.0019 memory: 2312 2022/08/31 06:15:27 - mmengine - INFO - Epoch(val) [2][4500/6282] eta: 0:01:16 time: 0.0430 data_time: 0.0026 memory: 2312 2022/08/31 06:15:28 - mmengine - INFO - Epoch(val) [2][4520/6282] eta: 0:01:15 time: 0.0430 data_time: 0.0021 memory: 2312 2022/08/31 06:15:29 - mmengine - INFO - Epoch(val) [2][4540/6282] eta: 0:01:14 time: 0.0428 data_time: 0.0027 memory: 2281 2022/08/31 06:15:30 - mmengine - INFO - Epoch(val) [2][4560/6282] eta: 0:01:19 time: 0.0460 data_time: 0.0019 memory: 2281 2022/08/31 06:15:31 - mmengine - INFO - Epoch(val) [2][4580/6282] eta: 0:01:17 time: 0.0453 data_time: 0.0026 memory: 2281 2022/08/31 06:15:32 - mmengine - INFO - Epoch(val) [2][4600/6282] eta: 0:01:10 time: 0.0422 data_time: 0.0024 memory: 2281 2022/08/31 06:15:33 - mmengine - INFO - Epoch(val) [2][4620/6282] eta: 0:01:14 time: 0.0449 data_time: 0.0020 memory: 2281 2022/08/31 06:15:34 - mmengine - INFO - Epoch(val) [2][4640/6282] eta: 0:01:13 time: 0.0447 data_time: 0.0021 memory: 2312 2022/08/31 06:15:35 - mmengine - INFO - Epoch(val) [2][4660/6282] eta: 0:01:49 time: 0.0676 data_time: 0.0019 memory: 2312 2022/08/31 06:15:36 - mmengine - INFO - Epoch(val) [2][4680/6282] eta: 0:01:09 time: 0.0437 data_time: 0.0020 memory: 2312 2022/08/31 06:15:37 - mmengine - INFO - Epoch(val) [2][4700/6282] eta: 0:01:09 time: 0.0441 data_time: 0.0022 memory: 2312 2022/08/31 06:15:38 - mmengine - INFO - Epoch(val) [2][4720/6282] eta: 0:01:07 time: 0.0433 data_time: 0.0023 memory: 2312 2022/08/31 06:15:38 - mmengine - INFO - Epoch(val) [2][4740/6282] eta: 0:01:02 time: 0.0405 data_time: 0.0018 memory: 2292 2022/08/31 06:15:39 - mmengine - INFO - Epoch(val) [2][4760/6282] eta: 0:01:10 time: 0.0462 data_time: 0.0024 memory: 2292 2022/08/31 06:15:40 - mmengine - INFO - Epoch(val) [2][4780/6282] eta: 0:01:00 time: 0.0405 data_time: 0.0027 memory: 2292 2022/08/31 06:15:41 - mmengine - INFO - Epoch(val) [2][4800/6282] eta: 0:01:04 time: 0.0438 data_time: 0.0020 memory: 2292 2022/08/31 06:15:42 - mmengine - INFO - Epoch(val) [2][4820/6282] eta: 0:01:03 time: 0.0436 data_time: 0.0026 memory: 2308 2022/08/31 06:15:43 - mmengine - INFO - Epoch(val) [2][4840/6282] eta: 0:01:08 time: 0.0474 data_time: 0.0022 memory: 2308 2022/08/31 06:15:44 - mmengine - INFO - Epoch(val) [2][4860/6282] eta: 0:01:01 time: 0.0435 data_time: 0.0024 memory: 2308 2022/08/31 06:15:45 - mmengine - INFO - Epoch(val) [2][4880/6282] eta: 0:01:07 time: 0.0483 data_time: 0.0032 memory: 2308 2022/08/31 06:15:46 - mmengine - INFO - Epoch(val) [2][4900/6282] eta: 0:01:04 time: 0.0469 data_time: 0.0025 memory: 2308 2022/08/31 06:15:46 - mmengine - INFO - Epoch(val) [2][4920/6282] eta: 0:00:55 time: 0.0410 data_time: 0.0022 memory: 2310 2022/08/31 06:15:47 - mmengine - INFO - Epoch(val) [2][4940/6282] eta: 0:01:00 time: 0.0449 data_time: 0.0029 memory: 2310 2022/08/31 06:15:48 - mmengine - INFO - Epoch(val) [2][4960/6282] eta: 0:01:04 time: 0.0487 data_time: 0.0016 memory: 2310 2022/08/31 06:15:49 - mmengine - INFO - Epoch(val) [2][4980/6282] eta: 0:01:02 time: 0.0477 data_time: 0.0024 memory: 2310 2022/08/31 06:15:50 - mmengine - INFO - Epoch(val) [2][5000/6282] eta: 0:00:57 time: 0.0451 data_time: 0.0022 memory: 2310 2022/08/31 06:15:51 - mmengine - INFO - Epoch(val) [2][5020/6282] eta: 0:00:52 time: 0.0412 data_time: 0.0027 memory: 2310 2022/08/31 06:15:52 - mmengine - INFO - Epoch(val) [2][5040/6282] eta: 0:00:47 time: 0.0386 data_time: 0.0027 memory: 2281 2022/08/31 06:15:53 - mmengine - INFO - Epoch(val) [2][5060/6282] eta: 0:00:56 time: 0.0463 data_time: 0.0031 memory: 2281 2022/08/31 06:15:54 - mmengine - INFO - Epoch(val) [2][5080/6282] eta: 0:01:00 time: 0.0502 data_time: 0.0033 memory: 2281 2022/08/31 06:15:55 - mmengine - INFO - Epoch(val) [2][5100/6282] eta: 0:01:23 time: 0.0709 data_time: 0.0023 memory: 2281 2022/08/31 06:15:56 - mmengine - INFO - Epoch(val) [2][5120/6282] eta: 0:00:48 time: 0.0419 data_time: 0.0017 memory: 2281 2022/08/31 06:15:57 - mmengine - INFO - Epoch(val) [2][5140/6282] eta: 0:00:44 time: 0.0390 data_time: 0.0025 memory: 2279 2022/08/31 06:15:58 - mmengine - INFO - Epoch(val) [2][5160/6282] eta: 0:00:48 time: 0.0429 data_time: 0.0027 memory: 2279 2022/08/31 06:15:59 - mmengine - INFO - Epoch(val) [2][5180/6282] eta: 0:00:51 time: 0.0470 data_time: 0.0035 memory: 2279 2022/08/31 06:15:59 - mmengine - INFO - Epoch(val) [2][5200/6282] eta: 0:00:48 time: 0.0452 data_time: 0.0033 memory: 2279 2022/08/31 06:16:00 - mmengine - INFO - Epoch(val) [2][5220/6282] eta: 0:00:43 time: 0.0411 data_time: 0.0021 memory: 2279 2022/08/31 06:16:01 - mmengine - INFO - Epoch(val) [2][5240/6282] eta: 0:00:54 time: 0.0524 data_time: 0.0031 memory: 2282 2022/08/31 06:16:02 - mmengine - INFO - Epoch(val) [2][5260/6282] eta: 0:00:48 time: 0.0478 data_time: 0.0020 memory: 2279 2022/08/31 06:16:03 - mmengine - INFO - Epoch(val) [2][5280/6282] eta: 0:00:49 time: 0.0496 data_time: 0.0022 memory: 2279 2022/08/31 06:16:04 - mmengine - INFO - Epoch(val) [2][5300/6282] eta: 0:00:41 time: 0.0424 data_time: 0.0023 memory: 2279 2022/08/31 06:16:05 - mmengine - INFO - Epoch(val) [2][5320/6282] eta: 0:00:35 time: 0.0372 data_time: 0.0017 memory: 2279 2022/08/31 06:16:06 - mmengine - INFO - Epoch(val) [2][5340/6282] eta: 0:00:37 time: 0.0400 data_time: 0.0019 memory: 2279 2022/08/31 06:16:06 - mmengine - INFO - Epoch(val) [2][5360/6282] eta: 0:00:36 time: 0.0400 data_time: 0.0017 memory: 2279 2022/08/31 06:16:08 - mmengine - INFO - Epoch(val) [2][5380/6282] eta: 0:00:47 time: 0.0524 data_time: 0.0030 memory: 2279 2022/08/31 06:16:08 - mmengine - INFO - Epoch(val) [2][5400/6282] eta: 0:00:40 time: 0.0456 data_time: 0.0026 memory: 2279 2022/08/31 06:16:09 - mmengine - INFO - Epoch(val) [2][5420/6282] eta: 0:00:32 time: 0.0381 data_time: 0.0022 memory: 2279 2022/08/31 06:16:10 - mmengine - INFO - Epoch(val) [2][5440/6282] eta: 0:00:36 time: 0.0431 data_time: 0.0032 memory: 2279 2022/08/31 06:16:11 - mmengine - INFO - Epoch(val) [2][5460/6282] eta: 0:00:33 time: 0.0402 data_time: 0.0023 memory: 2279 2022/08/31 06:16:12 - mmengine - INFO - Epoch(val) [2][5480/6282] eta: 0:00:33 time: 0.0419 data_time: 0.0021 memory: 2279 2022/08/31 06:16:13 - mmengine - INFO - Epoch(val) [2][5500/6282] eta: 0:00:33 time: 0.0431 data_time: 0.0026 memory: 2279 2022/08/31 06:16:13 - mmengine - INFO - Epoch(val) [2][5520/6282] eta: 0:00:33 time: 0.0435 data_time: 0.0022 memory: 2289 2022/08/31 06:16:15 - mmengine - INFO - Epoch(val) [2][5540/6282] eta: 0:00:54 time: 0.0732 data_time: 0.0026 memory: 2289 2022/08/31 06:16:16 - mmengine - INFO - Epoch(val) [2][5560/6282] eta: 0:00:33 time: 0.0466 data_time: 0.0023 memory: 2289 2022/08/31 06:16:17 - mmengine - INFO - Epoch(val) [2][5580/6282] eta: 0:00:28 time: 0.0409 data_time: 0.0026 memory: 2289 2022/08/31 06:16:18 - mmengine - INFO - Epoch(val) [2][5600/6282] eta: 0:00:29 time: 0.0435 data_time: 0.0025 memory: 2289 2022/08/31 06:16:18 - mmengine - INFO - Epoch(val) [2][5620/6282] eta: 0:00:27 time: 0.0409 data_time: 0.0027 memory: 2289 2022/08/31 06:16:19 - mmengine - INFO - Epoch(val) [2][5640/6282] eta: 0:00:27 time: 0.0423 data_time: 0.0021 memory: 2279 2022/08/31 06:16:20 - mmengine - INFO - Epoch(val) [2][5660/6282] eta: 0:00:28 time: 0.0450 data_time: 0.0020 memory: 2279 2022/08/31 06:16:21 - mmengine - INFO - Epoch(val) [2][5680/6282] eta: 0:00:24 time: 0.0412 data_time: 0.0018 memory: 2279 2022/08/31 06:16:22 - mmengine - INFO - Epoch(val) [2][5700/6282] eta: 0:00:24 time: 0.0417 data_time: 0.0017 memory: 2279 2022/08/31 06:16:23 - mmengine - INFO - Epoch(val) [2][5720/6282] eta: 0:00:23 time: 0.0419 data_time: 0.0030 memory: 2296 2022/08/31 06:16:23 - mmengine - INFO - Epoch(val) [2][5740/6282] eta: 0:00:23 time: 0.0429 data_time: 0.0017 memory: 2296 2022/08/31 06:16:24 - mmengine - INFO - Epoch(val) [2][5760/6282] eta: 0:00:26 time: 0.0503 data_time: 0.0063 memory: 2296 2022/08/31 06:16:25 - mmengine - INFO - Epoch(val) [2][5780/6282] eta: 0:00:24 time: 0.0487 data_time: 0.0024 memory: 2296 2022/08/31 06:16:26 - mmengine - INFO - Epoch(val) [2][5800/6282] eta: 0:00:20 time: 0.0427 data_time: 0.0023 memory: 2296 2022/08/31 06:16:27 - mmengine - INFO - Epoch(val) [2][5820/6282] eta: 0:00:18 time: 0.0409 data_time: 0.0020 memory: 2296 2022/08/31 06:16:28 - mmengine - INFO - Epoch(val) [2][5840/6282] eta: 0:00:18 time: 0.0408 data_time: 0.0016 memory: 2289 2022/08/31 06:16:29 - mmengine - INFO - Epoch(val) [2][5860/6282] eta: 0:00:16 time: 0.0386 data_time: 0.0027 memory: 2289 2022/08/31 06:16:30 - mmengine - INFO - Epoch(val) [2][5880/6282] eta: 0:00:16 time: 0.0403 data_time: 0.0019 memory: 2289 2022/08/31 06:16:30 - mmengine - INFO - Epoch(val) [2][5900/6282] eta: 0:00:15 time: 0.0407 data_time: 0.0025 memory: 2289 2022/08/31 06:16:31 - mmengine - INFO - Epoch(val) [2][5920/6282] eta: 0:00:14 time: 0.0409 data_time: 0.0019 memory: 2289 2022/08/31 06:16:32 - mmengine - INFO - Epoch(val) [2][5940/6282] eta: 0:00:13 time: 0.0403 data_time: 0.0030 memory: 2279 2022/08/31 06:16:33 - mmengine - INFO - Epoch(val) [2][5960/6282] eta: 0:00:13 time: 0.0416 data_time: 0.0023 memory: 2279 2022/08/31 06:16:34 - mmengine - INFO - Epoch(val) [2][5980/6282] eta: 0:00:11 time: 0.0384 data_time: 0.0031 memory: 2279 2022/08/31 06:16:35 - mmengine - INFO - Epoch(val) [2][6000/6282] eta: 0:00:19 time: 0.0685 data_time: 0.0032 memory: 2308 2022/08/31 06:16:36 - mmengine - INFO - Epoch(val) [2][6020/6282] eta: 0:00:11 time: 0.0437 data_time: 0.0031 memory: 2308 2022/08/31 06:16:37 - mmengine - INFO - Epoch(val) [2][6040/6282] eta: 0:00:10 time: 0.0442 data_time: 0.0022 memory: 2308 2022/08/31 06:16:38 - mmengine - INFO - Epoch(val) [2][6060/6282] eta: 0:00:10 time: 0.0461 data_time: 0.0035 memory: 2308 2022/08/31 06:16:39 - mmengine - INFO - Epoch(val) [2][6080/6282] eta: 0:00:09 time: 0.0485 data_time: 0.0021 memory: 2308 2022/08/31 06:16:39 - mmengine - INFO - Epoch(val) [2][6100/6282] eta: 0:00:08 time: 0.0452 data_time: 0.0020 memory: 2308 2022/08/31 06:16:41 - mmengine - INFO - Epoch(val) [2][6120/6282] eta: 0:00:09 time: 0.0571 data_time: 0.0026 memory: 2308 2022/08/31 06:16:42 - mmengine - INFO - Epoch(val) [2][6140/6282] eta: 0:00:08 time: 0.0592 data_time: 0.0023 memory: 2308 2022/08/31 06:16:43 - mmengine - INFO - Epoch(val) [2][6160/6282] eta: 0:00:07 time: 0.0574 data_time: 0.0019 memory: 2308 2022/08/31 06:16:44 - mmengine - INFO - Epoch(val) [2][6180/6282] eta: 0:00:04 time: 0.0433 data_time: 0.0019 memory: 2308 2022/08/31 06:16:45 - mmengine - INFO - Epoch(val) [2][6200/6282] eta: 0:00:03 time: 0.0458 data_time: 0.0021 memory: 2308 2022/08/31 06:16:46 - mmengine - INFO - Epoch(val) [2][6220/6282] eta: 0:00:02 time: 0.0414 data_time: 0.0022 memory: 2308 2022/08/31 06:16:46 - mmengine - INFO - Epoch(val) [2][6240/6282] eta: 0:00:01 time: 0.0408 data_time: 0.0020 memory: 2308 2022/08/31 06:16:47 - mmengine - INFO - Epoch(val) [2][6260/6282] eta: 0:00:00 time: 0.0421 data_time: 0.0026 memory: 2308 2022/08/31 06:16:48 - mmengine - INFO - Epoch(val) [2][6280/6282] eta: 0:00:00 time: 0.0505 data_time: 0.0019 memory: 2308 2022/08/31 06:22:18 - mmengine - INFO - Epoch(val) [2][6282/6282] mAP/mAP@0.5IOU: 0.2053 2022/08/31 06:22:18 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_2.pth is removed 2022/08/31 06:22:22 - mmengine - INFO - The best checkpoint with 0.2053 mAP/mAP@0.5IOU at 3 epoch is saved to best_mAP/mAP@0.5IOU_epoch_3.pth. 2022/08/31 06:22:32 - mmengine - INFO - Epoch(train) [3][20/1921] lr: 6.9273e-02 eta: 5:07:13 time: 0.5156 data_time: 0.0303 memory: 8508 grad_norm: 0.1014 recall@thr=0.5: 0.7604 prec@thr=0.5: 0.8010 recall@top3: 0.8099 prec@top3: 0.6771 recall@top5: 0.9349 prec@top5: 0.4812 loss_action_cls: 0.0410 loss: 0.0410 2022/08/31 06:22:42 - mmengine - INFO - Epoch(train) [3][40/1921] lr: 6.9554e-02 eta: 5:06:55 time: 0.4944 data_time: 0.0196 memory: 8612 grad_norm: 0.1116 recall@thr=0.5: 0.7798 prec@thr=0.5: 0.8056 recall@top3: 0.8353 prec@top3: 0.6349 recall@top5: 0.9623 prec@top5: 0.4524 loss_action_cls: 0.0438 loss: 0.0438 2022/08/31 06:22:53 - mmengine - INFO - Epoch(train) [3][60/1921] lr: 6.9835e-02 eta: 5:06:45 time: 0.5375 data_time: 0.0141 memory: 8552 grad_norm: 0.0977 recall@thr=0.5: 0.5898 prec@thr=0.5: 0.6240 recall@top3: 0.7768 prec@top3: 0.6098 recall@top5: 0.9268 prec@top5: 0.4439 loss_action_cls: 0.0433 loss: 0.0433 2022/08/31 06:23:03 - mmengine - INFO - Epoch(train) [3][80/1921] lr: 7.0116e-02 eta: 5:06:32 time: 0.5206 data_time: 0.0208 memory: 8620 grad_norm: 0.1016 recall@thr=0.5: 0.5806 prec@thr=0.5: 0.6425 recall@top3: 0.7500 prec@top3: 0.6237 recall@top5: 0.9140 prec@top5: 0.4645 loss_action_cls: 0.0412 loss: 0.0412 2022/08/31 06:23:14 - mmengine - INFO - Epoch(train) [3][100/1921] lr: 7.0397e-02 eta: 5:06:21 time: 0.5269 data_time: 0.0232 memory: 8482 grad_norm: 0.1047 recall@thr=0.5: 0.6325 prec@thr=0.5: 0.7308 recall@top3: 0.8333 prec@top3: 0.5726 recall@top5: 0.9530 prec@top5: 0.4103 loss_action_cls: 0.0418 loss: 0.0418 2022/08/31 06:23:24 - mmengine - INFO - Epoch(train) [3][120/1921] lr: 7.0678e-02 eta: 5:06:05 time: 0.5060 data_time: 0.0199 memory: 8705 grad_norm: 0.1032 recall@thr=0.5: 0.7471 prec@thr=0.5: 0.7690 recall@top3: 0.7874 prec@top3: 0.6897 recall@top5: 0.9080 prec@top5: 0.4897 loss_action_cls: 0.0423 loss: 0.0423 2022/08/31 06:23:34 - mmengine - INFO - Epoch(train) [3][140/1921] lr: 7.0959e-02 eta: 5:05:52 time: 0.5192 data_time: 0.0172 memory: 8612 grad_norm: 0.1035 recall@thr=0.5: 0.7385 prec@thr=0.5: 0.7098 recall@top3: 0.8420 prec@top3: 0.5977 recall@top5: 0.9741 prec@top5: 0.4345 loss_action_cls: 0.0475 loss: 0.0475 2022/08/31 06:23:43 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 06:23:45 - mmengine - INFO - Epoch(train) [3][160/1921] lr: 7.1241e-02 eta: 5:05:40 time: 0.5224 data_time: 0.0187 memory: 8526 grad_norm: 0.0998 recall@thr=0.5: 0.7135 prec@thr=0.5: 0.8243 recall@top3: 0.8027 prec@top3: 0.6847 recall@top5: 0.9099 prec@top5: 0.4811 loss_action_cls: 0.0451 loss: 0.0451 2022/08/31 06:23:55 - mmengine - INFO - Epoch(train) [3][180/1921] lr: 7.1522e-02 eta: 5:05:26 time: 0.5165 data_time: 0.0204 memory: 8500 grad_norm: 0.1021 recall@thr=0.5: 0.5476 prec@thr=0.5: 0.5774 recall@top3: 0.7976 prec@top3: 0.6071 recall@top5: 0.8750 prec@top5: 0.4000 loss_action_cls: 0.0415 loss: 0.0415 2022/08/31 06:24:06 - mmengine - INFO - Epoch(train) [3][200/1921] lr: 7.1803e-02 eta: 5:05:15 time: 0.5308 data_time: 0.0183 memory: 8552 grad_norm: 0.0988 recall@thr=0.5: 0.6953 prec@thr=0.5: 0.8125 recall@top3: 0.7969 prec@top3: 0.6146 recall@top5: 0.8906 prec@top5: 0.4250 loss_action_cls: 0.0408 loss: 0.0408 2022/08/31 06:24:16 - mmengine - INFO - Epoch(train) [3][220/1921] lr: 7.2084e-02 eta: 5:05:03 time: 0.5262 data_time: 0.0159 memory: 8594 grad_norm: 0.1046 recall@thr=0.5: 0.6801 prec@thr=0.5: 0.7097 recall@top3: 0.8145 prec@top3: 0.5591 recall@top5: 0.9301 prec@top5: 0.4000 loss_action_cls: 0.0415 loss: 0.0415 2022/08/31 06:24:26 - mmengine - INFO - Epoch(train) [3][240/1921] lr: 7.2365e-02 eta: 5:04:51 time: 0.5202 data_time: 0.0175 memory: 8594 grad_norm: 0.1002 recall@thr=0.5: 0.4975 prec@thr=0.5: 0.8039 recall@top3: 0.6593 prec@top3: 0.5882 recall@top5: 0.8824 prec@top5: 0.4824 loss_action_cls: 0.0437 loss: 0.0437 2022/08/31 06:24:37 - mmengine - INFO - Epoch(train) [3][260/1921] lr: 7.2646e-02 eta: 5:04:37 time: 0.5139 data_time: 0.0189 memory: 8577 grad_norm: 0.1065 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5833 recall@top3: 0.7608 prec@top3: 0.6237 recall@top5: 0.8495 prec@top5: 0.4258 loss_action_cls: 0.0407 loss: 0.0407 2022/08/31 06:24:47 - mmengine - INFO - Epoch(train) [3][280/1921] lr: 7.2927e-02 eta: 5:04:20 time: 0.4959 data_time: 0.0188 memory: 8594 grad_norm: 0.1070 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.7794 recall@top3: 0.8333 prec@top3: 0.6275 recall@top5: 0.9706 prec@top5: 0.4647 loss_action_cls: 0.0418 loss: 0.0418 2022/08/31 06:24:57 - mmengine - INFO - Epoch(train) [3][300/1921] lr: 7.3209e-02 eta: 5:04:06 time: 0.5089 data_time: 0.0172 memory: 8568 grad_norm: 0.1066 recall@thr=0.5: 0.7256 prec@thr=0.5: 0.7622 recall@top3: 0.8049 prec@top3: 0.6585 recall@top5: 0.9512 prec@top5: 0.4878 loss_action_cls: 0.0394 loss: 0.0394 2022/08/31 06:25:08 - mmengine - INFO - Epoch(train) [3][320/1921] lr: 7.3490e-02 eta: 5:03:56 time: 0.5390 data_time: 0.0200 memory: 8526 grad_norm: 0.1050 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.9444 recall@top3: 0.8763 prec@top3: 0.8081 recall@top5: 0.9621 prec@top5: 0.5333 loss_action_cls: 0.0422 loss: 0.0422 2022/08/31 06:25:18 - mmengine - INFO - Epoch(train) [3][340/1921] lr: 7.3771e-02 eta: 5:03:43 time: 0.5186 data_time: 0.0188 memory: 8534 grad_norm: 0.1076 recall@thr=0.5: 0.6227 prec@thr=0.5: 0.6933 recall@top3: 0.7380 prec@top3: 0.5733 recall@top5: 0.9720 prec@top5: 0.4480 loss_action_cls: 0.0422 loss: 0.0422 2022/08/31 06:25:28 - mmengine - INFO - Epoch(train) [3][360/1921] lr: 7.4052e-02 eta: 5:03:26 time: 0.4913 data_time: 0.0161 memory: 8552 grad_norm: 0.1074 recall@thr=0.5: 0.4693 prec@thr=0.5: 0.6732 recall@top3: 0.6579 prec@top3: 0.5789 recall@top5: 0.8684 prec@top5: 0.4526 loss_action_cls: 0.0451 loss: 0.0451 2022/08/31 06:25:38 - mmengine - INFO - Epoch(train) [3][380/1921] lr: 7.4333e-02 eta: 5:03:12 time: 0.5141 data_time: 0.0162 memory: 8577 grad_norm: 0.1094 recall@thr=0.5: 0.4444 prec@thr=0.5: 0.5639 recall@top3: 0.7306 prec@top3: 0.5889 recall@top5: 0.8667 prec@top5: 0.4267 loss_action_cls: 0.0442 loss: 0.0442 2022/08/31 06:25:48 - mmengine - INFO - Epoch(train) [3][400/1921] lr: 7.4614e-02 eta: 5:02:59 time: 0.5126 data_time: 0.0198 memory: 8508 grad_norm: 0.0995 recall@thr=0.5: 0.5889 prec@thr=0.5: 0.6806 recall@top3: 0.7444 prec@top3: 0.5889 recall@top5: 0.9778 prec@top5: 0.4333 loss_action_cls: 0.0435 loss: 0.0435 2022/08/31 06:25:59 - mmengine - INFO - Epoch(train) [3][420/1921] lr: 7.4895e-02 eta: 5:02:45 time: 0.5122 data_time: 0.0193 memory: 8662 grad_norm: 0.1016 recall@thr=0.5: 0.5805 prec@thr=0.5: 0.6839 recall@top3: 0.7644 prec@top3: 0.5057 recall@top5: 0.9310 prec@top5: 0.3724 loss_action_cls: 0.0422 loss: 0.0422 2022/08/31 06:26:09 - mmengine - INFO - Epoch(train) [3][440/1921] lr: 7.5176e-02 eta: 5:02:32 time: 0.5195 data_time: 0.0262 memory: 8474 grad_norm: 0.1054 recall@thr=0.5: 0.6132 prec@thr=0.5: 0.7308 recall@top3: 0.7607 prec@top3: 0.6581 recall@top5: 0.9145 prec@top5: 0.4872 loss_action_cls: 0.0406 loss: 0.0406 2022/08/31 06:26:19 - mmengine - INFO - Epoch(train) [3][460/1921] lr: 7.5458e-02 eta: 5:02:20 time: 0.5200 data_time: 0.0184 memory: 8612 grad_norm: 0.1020 recall@thr=0.5: 0.4767 prec@thr=0.5: 0.6867 recall@top3: 0.7433 prec@top3: 0.6533 recall@top5: 0.9207 prec@top5: 0.5120 loss_action_cls: 0.0412 loss: 0.0412 2022/08/31 06:26:29 - mmengine - INFO - Epoch(train) [3][480/1921] lr: 7.5739e-02 eta: 5:02:05 time: 0.5036 data_time: 0.0203 memory: 8508 grad_norm: 0.1077 recall@thr=0.5: 0.5213 prec@thr=0.5: 0.7759 recall@top3: 0.6805 prec@top3: 0.5402 recall@top5: 0.9000 prec@top5: 0.4138 loss_action_cls: 0.0446 loss: 0.0446 2022/08/31 06:26:40 - mmengine - INFO - Epoch(train) [3][500/1921] lr: 7.6020e-02 eta: 5:01:52 time: 0.5186 data_time: 0.0183 memory: 8671 grad_norm: 0.1031 recall@thr=0.5: 0.6057 prec@thr=0.5: 0.6897 recall@top3: 0.8368 prec@top3: 0.6207 recall@top5: 0.9586 prec@top5: 0.4483 loss_action_cls: 0.0464 loss: 0.0464 2022/08/31 06:26:50 - mmengine - INFO - Epoch(train) [3][520/1921] lr: 7.6301e-02 eta: 5:01:41 time: 0.5314 data_time: 0.0166 memory: 8577 grad_norm: 0.0990 recall@thr=0.5: 0.7949 prec@thr=0.5: 0.7436 recall@top3: 0.7981 prec@top3: 0.5769 recall@top5: 0.9327 prec@top5: 0.4231 loss_action_cls: 0.0411 loss: 0.0411 2022/08/31 06:27:01 - mmengine - INFO - Epoch(train) [3][540/1921] lr: 7.6582e-02 eta: 5:01:32 time: 0.5423 data_time: 0.0221 memory: 8508 grad_norm: 0.1010 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.8250 recall@top3: 0.8875 prec@top3: 0.6417 recall@top5: 0.9875 prec@top5: 0.4300 loss_action_cls: 0.0415 loss: 0.0415 2022/08/31 06:27:12 - mmengine - INFO - Epoch(train) [3][560/1921] lr: 7.6863e-02 eta: 5:01:19 time: 0.5114 data_time: 0.0194 memory: 8508 grad_norm: 0.1021 recall@thr=0.5: 0.5147 prec@thr=0.5: 0.6716 recall@top3: 0.7304 prec@top3: 0.5490 recall@top5: 0.9338 prec@top5: 0.4412 loss_action_cls: 0.0443 loss: 0.0443 2022/08/31 06:27:22 - mmengine - INFO - Epoch(train) [3][580/1921] lr: 7.7144e-02 eta: 5:01:03 time: 0.5006 data_time: 0.0186 memory: 8508 grad_norm: 0.1102 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7181 recall@top3: 0.9167 prec@top3: 0.6569 recall@top5: 0.9240 prec@top5: 0.4000 loss_action_cls: 0.0439 loss: 0.0439 2022/08/31 06:27:32 - mmengine - INFO - Epoch(train) [3][600/1921] lr: 7.7426e-02 eta: 5:00:50 time: 0.5115 data_time: 0.0202 memory: 8559 grad_norm: 0.1011 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7352 recall@top3: 0.8333 prec@top3: 0.6790 recall@top5: 0.9630 prec@top5: 0.4815 loss_action_cls: 0.0397 loss: 0.0397 2022/08/31 06:27:42 - mmengine - INFO - Epoch(train) [3][620/1921] lr: 7.7707e-02 eta: 5:00:37 time: 0.5208 data_time: 0.0180 memory: 8526 grad_norm: 0.1015 recall@thr=0.5: 0.5158 prec@thr=0.5: 0.7171 recall@top3: 0.6338 prec@top3: 0.6083 recall@top5: 0.8658 prec@top5: 0.5000 loss_action_cls: 0.0415 loss: 0.0415 2022/08/31 06:27:52 - mmengine - INFO - Epoch(train) [3][640/1921] lr: 7.7988e-02 eta: 5:00:21 time: 0.4955 data_time: 0.0212 memory: 8559 grad_norm: 0.1051 recall@thr=0.5: 0.7425 prec@thr=0.5: 0.7956 recall@top3: 0.8143 prec@top3: 0.6349 recall@top5: 0.9298 prec@top5: 0.4524 loss_action_cls: 0.0414 loss: 0.0414 2022/08/31 06:28:03 - mmengine - INFO - Epoch(train) [3][660/1921] lr: 7.8269e-02 eta: 5:00:10 time: 0.5230 data_time: 0.0156 memory: 8500 grad_norm: 0.1042 recall@thr=0.5: 0.7010 prec@thr=0.5: 0.7966 recall@top3: 0.8495 prec@top3: 0.6961 recall@top5: 0.9627 prec@top5: 0.4941 loss_action_cls: 0.0424 loss: 0.0424 2022/08/31 06:28:12 - mmengine - INFO - Epoch(train) [3][680/1921] lr: 7.8550e-02 eta: 4:59:52 time: 0.4848 data_time: 0.0212 memory: 8645 grad_norm: 0.0995 recall@thr=0.5: 0.5179 prec@thr=0.5: 0.6310 recall@top3: 0.7341 prec@top3: 0.5794 recall@top5: 0.9167 prec@top5: 0.4333 loss_action_cls: 0.0385 loss: 0.0385 2022/08/31 06:28:23 - mmengine - INFO - Epoch(train) [3][700/1921] lr: 7.8831e-02 eta: 4:59:39 time: 0.5122 data_time: 0.0175 memory: 8526 grad_norm: 0.1064 recall@thr=0.5: 0.6120 prec@thr=0.5: 0.7344 recall@top3: 0.7734 prec@top3: 0.5833 recall@top5: 0.9167 prec@top5: 0.4187 loss_action_cls: 0.0421 loss: 0.0421 2022/08/31 06:28:32 - mmengine - INFO - Epoch(train) [3][720/1921] lr: 7.9112e-02 eta: 4:59:21 time: 0.4842 data_time: 0.0199 memory: 8542 grad_norm: 0.0995 recall@thr=0.5: 0.5979 prec@thr=0.5: 0.7254 recall@top3: 0.7854 prec@top3: 0.6917 recall@top5: 0.9292 prec@top5: 0.5050 loss_action_cls: 0.0417 loss: 0.0417 2022/08/31 06:28:42 - mmengine - INFO - Epoch(train) [3][740/1921] lr: 7.9393e-02 eta: 4:59:08 time: 0.5146 data_time: 0.0177 memory: 8568 grad_norm: 0.1056 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.5278 recall@top3: 0.7778 prec@top3: 0.5370 recall@top5: 0.8634 prec@top5: 0.3722 loss_action_cls: 0.0419 loss: 0.0419 2022/08/31 06:28:53 - mmengine - INFO - Epoch(train) [3][760/1921] lr: 7.9675e-02 eta: 4:58:54 time: 0.5070 data_time: 0.0198 memory: 8568 grad_norm: 0.1023 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.7983 recall@top3: 0.8438 prec@top3: 0.6417 recall@top5: 0.9625 prec@top5: 0.4600 loss_action_cls: 0.0402 loss: 0.0402 2022/08/31 06:29:03 - mmengine - INFO - Epoch(train) [3][780/1921] lr: 7.9956e-02 eta: 4:58:44 time: 0.5349 data_time: 0.0215 memory: 8568 grad_norm: 0.1006 recall@thr=0.5: 0.6344 prec@thr=0.5: 0.7151 recall@top3: 0.7285 prec@top3: 0.6237 recall@top5: 0.8710 prec@top5: 0.4516 loss_action_cls: 0.0396 loss: 0.0396 2022/08/31 06:29:13 - mmengine - INFO - Epoch(train) [3][800/1921] lr: 8.0237e-02 eta: 4:58:29 time: 0.5020 data_time: 0.0203 memory: 8671 grad_norm: 0.1005 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.6979 recall@top3: 0.7812 prec@top3: 0.5937 recall@top5: 0.9141 prec@top5: 0.4187 loss_action_cls: 0.0409 loss: 0.0409 2022/08/31 06:29:24 - mmengine - INFO - Epoch(train) [3][820/1921] lr: 8.0518e-02 eta: 4:58:20 time: 0.5352 data_time: 0.0189 memory: 8517 grad_norm: 0.1004 recall@thr=0.5: 0.5786 prec@thr=0.5: 0.7452 recall@top3: 0.7095 prec@top3: 0.6952 recall@top5: 0.8405 prec@top5: 0.5143 loss_action_cls: 0.0445 loss: 0.0445 2022/08/31 06:29:34 - mmengine - INFO - Epoch(train) [3][840/1921] lr: 8.0799e-02 eta: 4:58:07 time: 0.5136 data_time: 0.0224 memory: 8526 grad_norm: 0.0988 recall@thr=0.5: 0.6985 prec@thr=0.5: 0.7525 recall@top3: 0.8186 prec@top3: 0.7059 recall@top5: 0.9363 prec@top5: 0.5059 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 06:29:44 - mmengine - INFO - Epoch(train) [3][860/1921] lr: 8.1080e-02 eta: 4:57:51 time: 0.4994 data_time: 0.0193 memory: 8482 grad_norm: 0.0983 recall@thr=0.5: 0.4812 prec@thr=0.5: 0.6414 recall@top3: 0.6129 prec@top3: 0.5269 recall@top5: 0.8172 prec@top5: 0.4065 loss_action_cls: 0.0420 loss: 0.0420 2022/08/31 06:29:55 - mmengine - INFO - Epoch(train) [3][880/1921] lr: 8.1361e-02 eta: 4:57:40 time: 0.5223 data_time: 0.0168 memory: 8577 grad_norm: 0.1053 recall@thr=0.5: 0.6016 prec@thr=0.5: 0.6545 recall@top3: 0.7236 prec@top3: 0.5366 recall@top5: 0.8780 prec@top5: 0.4049 loss_action_cls: 0.0438 loss: 0.0438 2022/08/31 06:30:06 - mmengine - INFO - Epoch(train) [3][900/1921] lr: 8.1643e-02 eta: 4:57:30 time: 0.5382 data_time: 0.0206 memory: 8534 grad_norm: 0.1055 recall@thr=0.5: 0.5857 prec@thr=0.5: 0.7321 recall@top3: 0.7167 prec@top3: 0.6310 recall@top5: 0.9173 prec@top5: 0.5071 loss_action_cls: 0.0423 loss: 0.0423 2022/08/31 06:30:16 - mmengine - INFO - Epoch(train) [3][920/1921] lr: 8.1924e-02 eta: 4:57:19 time: 0.5269 data_time: 0.0221 memory: 8612 grad_norm: 0.0950 recall@thr=0.5: 0.7459 prec@thr=0.5: 0.9106 recall@top3: 0.8313 prec@top3: 0.7561 recall@top5: 0.9675 prec@top5: 0.5317 loss_action_cls: 0.0419 loss: 0.0419 2022/08/31 06:30:26 - mmengine - INFO - Epoch(train) [3][940/1921] lr: 8.2205e-02 eta: 4:57:05 time: 0.5069 data_time: 0.0163 memory: 8542 grad_norm: 0.1015 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.7474 recall@top3: 0.7812 prec@top3: 0.6250 recall@top5: 0.8750 prec@top5: 0.4250 loss_action_cls: 0.0420 loss: 0.0420 2022/08/31 06:30:36 - mmengine - INFO - Epoch(train) [3][960/1921] lr: 8.2486e-02 eta: 4:56:52 time: 0.5091 data_time: 0.0221 memory: 8559 grad_norm: 0.1015 recall@thr=0.5: 0.5756 prec@thr=0.5: 0.6888 recall@top3: 0.7074 prec@top3: 0.6047 recall@top5: 0.9341 prec@top5: 0.4791 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 06:30:46 - mmengine - INFO - Epoch(train) [3][980/1921] lr: 8.2767e-02 eta: 4:56:37 time: 0.4956 data_time: 0.0170 memory: 8689 grad_norm: 0.1008 recall@thr=0.5: 0.6469 prec@thr=0.5: 0.7500 recall@top3: 0.8224 prec@top3: 0.6316 recall@top5: 0.9588 prec@top5: 0.4632 loss_action_cls: 0.0425 loss: 0.0425 2022/08/31 06:30:57 - mmengine - INFO - Epoch(train) [3][1000/1921] lr: 8.3048e-02 eta: 4:56:27 time: 0.5361 data_time: 0.0187 memory: 8671 grad_norm: 0.1044 recall@thr=0.5: 0.7312 prec@thr=0.5: 0.8248 recall@top3: 0.8137 prec@top3: 0.7009 recall@top5: 0.9534 prec@top5: 0.5231 loss_action_cls: 0.0417 loss: 0.0417 2022/08/31 06:31:07 - mmengine - INFO - Epoch(train) [3][1020/1921] lr: 8.3329e-02 eta: 4:56:10 time: 0.4865 data_time: 0.0148 memory: 8500 grad_norm: 0.0982 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.7440 recall@top3: 0.8690 prec@top3: 0.5714 recall@top5: 0.9464 prec@top5: 0.3786 loss_action_cls: 0.0410 loss: 0.0410 2022/08/31 06:31:18 - mmengine - INFO - Epoch(train) [3][1040/1921] lr: 8.3610e-02 eta: 4:56:03 time: 0.5503 data_time: 0.0203 memory: 8508 grad_norm: 0.1051 recall@thr=0.5: 0.6472 prec@thr=0.5: 0.8889 recall@top3: 0.7917 prec@top3: 0.7778 recall@top5: 0.9333 prec@top5: 0.5667 loss_action_cls: 0.0410 loss: 0.0410 2022/08/31 06:31:28 - mmengine - INFO - Epoch(train) [3][1060/1921] lr: 8.3892e-02 eta: 4:55:47 time: 0.4961 data_time: 0.0161 memory: 8559 grad_norm: 0.1002 recall@thr=0.5: 0.6299 prec@thr=0.5: 0.6912 recall@top3: 0.7500 prec@top3: 0.6667 recall@top5: 0.9216 prec@top5: 0.4941 loss_action_cls: 0.0409 loss: 0.0409 2022/08/31 06:31:39 - mmengine - INFO - Epoch(train) [3][1080/1921] lr: 8.4173e-02 eta: 4:55:40 time: 0.5559 data_time: 0.0195 memory: 8491 grad_norm: 0.0982 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.7562 recall@top3: 0.8858 prec@top3: 0.7037 recall@top5: 0.9630 prec@top5: 0.4741 loss_action_cls: 0.0415 loss: 0.0415 2022/08/31 06:31:49 - mmengine - INFO - Epoch(train) [3][1100/1921] lr: 8.4454e-02 eta: 4:55:24 time: 0.4895 data_time: 0.0157 memory: 8526 grad_norm: 0.1036 recall@thr=0.5: 0.8034 prec@thr=0.5: 0.7949 recall@top3: 0.8761 prec@top3: 0.6154 recall@top5: 0.9145 prec@top5: 0.3897 loss_action_cls: 0.0414 loss: 0.0414 2022/08/31 06:31:59 - mmengine - INFO - Epoch(train) [3][1120/1921] lr: 8.4735e-02 eta: 4:55:12 time: 0.5173 data_time: 0.0181 memory: 8534 grad_norm: 0.0971 recall@thr=0.5: 0.5645 prec@thr=0.5: 0.7366 recall@top3: 0.7634 prec@top3: 0.6667 recall@top5: 0.9597 prec@top5: 0.5226 loss_action_cls: 0.0450 loss: 0.0450 2022/08/31 06:32:09 - mmengine - INFO - Epoch(train) [3][1140/1921] lr: 8.5016e-02 eta: 4:54:58 time: 0.5056 data_time: 0.0192 memory: 8534 grad_norm: 0.0985 recall@thr=0.5: 0.7495 prec@thr=0.5: 0.8434 recall@top3: 0.8025 prec@top3: 0.6768 recall@top5: 0.9384 prec@top5: 0.4909 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 06:32:19 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 06:32:20 - mmengine - INFO - Epoch(train) [3][1160/1921] lr: 8.5297e-02 eta: 4:54:47 time: 0.5232 data_time: 0.0164 memory: 8689 grad_norm: 0.0995 recall@thr=0.5: 0.6550 prec@thr=0.5: 0.7601 recall@top3: 0.7674 prec@top3: 0.7132 recall@top5: 0.9380 prec@top5: 0.5395 loss_action_cls: 0.0406 loss: 0.0406 2022/08/31 06:32:30 - mmengine - INFO - Epoch(train) [3][1180/1921] lr: 8.5578e-02 eta: 4:54:33 time: 0.5017 data_time: 0.0173 memory: 8620 grad_norm: 0.0931 recall@thr=0.5: 0.6063 prec@thr=0.5: 0.5971 recall@top3: 0.7179 prec@top3: 0.5667 recall@top5: 0.8883 prec@top5: 0.4350 loss_action_cls: 0.0430 loss: 0.0430 2022/08/31 06:32:40 - mmengine - INFO - Epoch(train) [3][1200/1921] lr: 8.5860e-02 eta: 4:54:20 time: 0.5102 data_time: 0.0193 memory: 8421 grad_norm: 0.1011 recall@thr=0.5: 0.6394 prec@thr=0.5: 0.7894 recall@top3: 0.6739 prec@top3: 0.6778 recall@top5: 0.9161 prec@top5: 0.5467 loss_action_cls: 0.0419 loss: 0.0419 2022/08/31 06:32:50 - mmengine - INFO - Epoch(train) [3][1220/1921] lr: 8.6141e-02 eta: 4:54:04 time: 0.4874 data_time: 0.0176 memory: 8568 grad_norm: 0.1012 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8591 recall@top3: 0.8662 prec@top3: 0.7071 recall@top5: 0.9545 prec@top5: 0.4909 loss_action_cls: 0.0402 loss: 0.0402 2022/08/31 06:33:00 - mmengine - INFO - Epoch(train) [3][1240/1921] lr: 8.6422e-02 eta: 4:53:52 time: 0.5184 data_time: 0.0160 memory: 8645 grad_norm: 0.1058 recall@thr=0.5: 0.6080 prec@thr=0.5: 0.7716 recall@top3: 0.8333 prec@top3: 0.7160 recall@top5: 0.9012 prec@top5: 0.4667 loss_action_cls: 0.0403 loss: 0.0403 2022/08/31 06:33:10 - mmengine - INFO - Epoch(train) [3][1260/1921] lr: 8.6703e-02 eta: 4:53:37 time: 0.4965 data_time: 0.0180 memory: 8552 grad_norm: 0.1052 recall@thr=0.5: 0.7005 prec@thr=0.5: 0.8405 recall@top3: 0.7748 prec@top3: 0.7238 recall@top5: 0.9529 prec@top5: 0.5543 loss_action_cls: 0.0400 loss: 0.0400 2022/08/31 06:33:20 - mmengine - INFO - Epoch(train) [3][1280/1921] lr: 8.6984e-02 eta: 4:53:26 time: 0.5256 data_time: 0.0171 memory: 8508 grad_norm: 0.1028 recall@thr=0.5: 0.6768 prec@thr=0.5: 0.7323 recall@top3: 0.8333 prec@top3: 0.6263 recall@top5: 0.9217 prec@top5: 0.4303 loss_action_cls: 0.0412 loss: 0.0412 2022/08/31 06:33:30 - mmengine - INFO - Epoch(train) [3][1300/1921] lr: 8.7265e-02 eta: 4:53:10 time: 0.4909 data_time: 0.0173 memory: 8542 grad_norm: 0.1024 recall@thr=0.5: 0.7579 prec@thr=0.5: 0.7778 recall@top3: 0.8063 prec@top3: 0.6746 recall@top5: 0.9782 prec@top5: 0.5286 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 06:33:41 - mmengine - INFO - Epoch(train) [3][1320/1921] lr: 8.7546e-02 eta: 4:52:59 time: 0.5267 data_time: 0.0156 memory: 8526 grad_norm: 0.1066 recall@thr=0.5: 0.8460 prec@thr=0.5: 0.7727 recall@top3: 0.9066 prec@top3: 0.6869 recall@top5: 0.9848 prec@top5: 0.4606 loss_action_cls: 0.0390 loss: 0.0390 2022/08/31 06:33:51 - mmengine - INFO - Epoch(train) [3][1340/1921] lr: 8.7827e-02 eta: 4:52:46 time: 0.5082 data_time: 0.0181 memory: 8662 grad_norm: 0.0980 recall@thr=0.5: 0.5929 prec@thr=0.5: 0.7212 recall@top3: 0.7115 prec@top3: 0.5385 recall@top5: 0.9135 prec@top5: 0.4077 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 06:34:01 - mmengine - INFO - Epoch(train) [3][1360/1921] lr: 8.8109e-02 eta: 4:52:34 time: 0.5157 data_time: 0.0220 memory: 8517 grad_norm: 0.0968 recall@thr=0.5: 0.5775 prec@thr=0.5: 0.7558 recall@top3: 0.6802 prec@top3: 0.6047 recall@top5: 0.8895 prec@top5: 0.4837 loss_action_cls: 0.0433 loss: 0.0433 2022/08/31 06:34:11 - mmengine - INFO - Epoch(train) [3][1380/1921] lr: 8.8390e-02 eta: 4:52:20 time: 0.4984 data_time: 0.0195 memory: 8534 grad_norm: 0.1038 recall@thr=0.5: 0.5172 prec@thr=0.5: 0.6667 recall@top3: 0.7557 prec@top3: 0.5862 recall@top5: 0.8793 prec@top5: 0.4207 loss_action_cls: 0.0415 loss: 0.0415 2022/08/31 06:34:22 - mmengine - INFO - Epoch(train) [3][1400/1921] lr: 8.8671e-02 eta: 4:52:08 time: 0.5188 data_time: 0.0177 memory: 8500 grad_norm: 0.0962 recall@thr=0.5: 0.5350 prec@thr=0.5: 0.6639 recall@top3: 0.6511 prec@top3: 0.6444 recall@top5: 0.8500 prec@top5: 0.5200 loss_action_cls: 0.0424 loss: 0.0424 2022/08/31 06:34:32 - mmengine - INFO - Epoch(train) [3][1420/1921] lr: 8.8952e-02 eta: 4:51:59 time: 0.5423 data_time: 0.0171 memory: 8585 grad_norm: 0.0992 recall@thr=0.5: 0.6418 prec@thr=0.5: 0.6702 recall@top3: 0.7376 prec@top3: 0.6312 recall@top5: 0.8848 prec@top5: 0.4553 loss_action_cls: 0.0405 loss: 0.0405 2022/08/31 06:34:42 - mmengine - INFO - Epoch(train) [3][1440/1921] lr: 8.9233e-02 eta: 4:51:45 time: 0.4980 data_time: 0.0199 memory: 8508 grad_norm: 0.0958 recall@thr=0.5: 0.6866 prec@thr=0.5: 0.7870 recall@top3: 0.7792 prec@top3: 0.6944 recall@top5: 0.8968 prec@top5: 0.4944 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 06:34:53 - mmengine - INFO - Epoch(train) [3][1460/1921] lr: 8.9514e-02 eta: 4:51:33 time: 0.5155 data_time: 0.0156 memory: 8568 grad_norm: 0.0960 recall@thr=0.5: 0.5482 prec@thr=0.5: 0.5658 recall@top3: 0.6404 prec@top3: 0.4474 recall@top5: 0.8443 prec@top5: 0.3421 loss_action_cls: 0.0413 loss: 0.0413 2022/08/31 06:35:03 - mmengine - INFO - Epoch(train) [3][1480/1921] lr: 8.9795e-02 eta: 4:51:22 time: 0.5269 data_time: 0.0192 memory: 8534 grad_norm: 0.0991 recall@thr=0.5: 0.7602 prec@thr=0.5: 0.8110 recall@top3: 0.7683 prec@top3: 0.7154 recall@top5: 0.9573 prec@top5: 0.5610 loss_action_cls: 0.0417 loss: 0.0417 2022/08/31 06:35:13 - mmengine - INFO - Epoch(train) [3][1500/1921] lr: 9.0077e-02 eta: 4:51:08 time: 0.5026 data_time: 0.0220 memory: 8552 grad_norm: 0.0991 recall@thr=0.5: 0.6900 prec@thr=0.5: 0.6729 recall@top3: 0.7881 prec@top3: 0.5714 recall@top5: 0.9019 prec@top5: 0.4114 loss_action_cls: 0.0413 loss: 0.0413 2022/08/31 06:35:24 - mmengine - INFO - Epoch(train) [3][1520/1921] lr: 9.0358e-02 eta: 4:50:57 time: 0.5245 data_time: 0.0192 memory: 8491 grad_norm: 0.0992 recall@thr=0.5: 0.5366 prec@thr=0.5: 0.6505 recall@top3: 0.7134 prec@top3: 0.5484 recall@top5: 0.8468 prec@top5: 0.3935 loss_action_cls: 0.0411 loss: 0.0411 2022/08/31 06:35:34 - mmengine - INFO - Epoch(train) [3][1540/1921] lr: 9.0639e-02 eta: 4:50:44 time: 0.5052 data_time: 0.0195 memory: 8637 grad_norm: 0.0961 recall@thr=0.5: 0.6071 prec@thr=0.5: 0.7605 recall@top3: 0.7333 prec@top3: 0.6476 recall@top5: 0.9143 prec@top5: 0.4971 loss_action_cls: 0.0434 loss: 0.0434 2022/08/31 06:35:44 - mmengine - INFO - Epoch(train) [3][1560/1921] lr: 9.0920e-02 eta: 4:50:33 time: 0.5304 data_time: 0.0174 memory: 8629 grad_norm: 0.0988 recall@thr=0.5: 0.6080 prec@thr=0.5: 0.7386 recall@top3: 0.7652 prec@top3: 0.6515 recall@top5: 0.9508 prec@top5: 0.5045 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 06:35:55 - mmengine - INFO - Epoch(train) [3][1580/1921] lr: 9.1201e-02 eta: 4:50:22 time: 0.5178 data_time: 0.0202 memory: 8465 grad_norm: 0.0996 recall@thr=0.5: 0.6302 prec@thr=0.5: 0.7917 recall@top3: 0.8255 prec@top3: 0.6667 recall@top5: 0.9453 prec@top5: 0.4625 loss_action_cls: 0.0408 loss: 0.0408 2022/08/31 06:36:05 - mmengine - INFO - Epoch(train) [3][1600/1921] lr: 9.1482e-02 eta: 4:50:07 time: 0.4953 data_time: 0.0155 memory: 8542 grad_norm: 0.0990 recall@thr=0.5: 0.5446 prec@thr=0.5: 0.6667 recall@top3: 0.7470 prec@top3: 0.6429 recall@top5: 0.9226 prec@top5: 0.4786 loss_action_cls: 0.0407 loss: 0.0407 2022/08/31 06:36:15 - mmengine - INFO - Epoch(train) [3][1620/1921] lr: 9.1763e-02 eta: 4:49:57 time: 0.5273 data_time: 0.0188 memory: 8629 grad_norm: 0.0959 recall@thr=0.5: 0.7299 prec@thr=0.5: 0.6851 recall@top3: 0.8420 prec@top3: 0.6207 recall@top5: 0.9339 prec@top5: 0.4345 loss_action_cls: 0.0410 loss: 0.0410 2022/08/31 06:36:25 - mmengine - INFO - Epoch(train) [3][1640/1921] lr: 9.2044e-02 eta: 4:49:43 time: 0.5004 data_time: 0.0161 memory: 8629 grad_norm: 0.0995 recall@thr=0.5: 0.7905 prec@thr=0.5: 0.7838 recall@top3: 0.7928 prec@top3: 0.7207 recall@top5: 0.9459 prec@top5: 0.5135 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 06:36:36 - mmengine - INFO - Epoch(train) [3][1660/1921] lr: 9.2326e-02 eta: 4:49:34 time: 0.5415 data_time: 0.0343 memory: 8552 grad_norm: 0.1014 recall@thr=0.5: 0.6738 prec@thr=0.5: 0.7719 recall@top3: 0.7524 prec@top3: 0.6857 recall@top5: 0.9048 prec@top5: 0.5086 loss_action_cls: 0.0412 loss: 0.0412 2022/08/31 06:36:46 - mmengine - INFO - Epoch(train) [3][1680/1921] lr: 9.2607e-02 eta: 4:49:19 time: 0.4914 data_time: 0.0150 memory: 8500 grad_norm: 0.1011 recall@thr=0.5: 0.7373 prec@thr=0.5: 0.7722 recall@top3: 0.7698 prec@top3: 0.5444 recall@top5: 0.8571 prec@top5: 0.3800 loss_action_cls: 0.0403 loss: 0.0403 2022/08/31 06:36:56 - mmengine - INFO - Epoch(train) [3][1700/1921] lr: 9.2888e-02 eta: 4:49:08 time: 0.5222 data_time: 0.0187 memory: 8594 grad_norm: 0.0961 recall@thr=0.5: 0.6924 prec@thr=0.5: 0.6747 recall@top3: 0.7909 prec@top3: 0.5758 recall@top5: 0.9273 prec@top5: 0.4121 loss_action_cls: 0.0422 loss: 0.0422 2022/08/31 06:37:07 - mmengine - INFO - Epoch(train) [3][1720/1921] lr: 9.3169e-02 eta: 4:48:57 time: 0.5247 data_time: 0.0192 memory: 8534 grad_norm: 0.0992 recall@thr=0.5: 0.6268 prec@thr=0.5: 0.8252 recall@top3: 0.7797 prec@top3: 0.5854 recall@top5: 0.9260 prec@top5: 0.4293 loss_action_cls: 0.0407 loss: 0.0407 2022/08/31 06:37:17 - mmengine - INFO - Epoch(train) [3][1740/1921] lr: 9.3450e-02 eta: 4:48:44 time: 0.5054 data_time: 0.0193 memory: 8629 grad_norm: 0.0993 recall@thr=0.5: 0.6290 prec@thr=0.5: 0.7302 recall@top3: 0.7083 prec@top3: 0.5794 recall@top5: 0.8829 prec@top5: 0.4429 loss_action_cls: 0.0399 loss: 0.0399 2022/08/31 06:37:27 - mmengine - INFO - Epoch(train) [3][1760/1921] lr: 9.3731e-02 eta: 4:48:32 time: 0.5192 data_time: 0.0170 memory: 8500 grad_norm: 0.0954 recall@thr=0.5: 0.6338 prec@thr=0.5: 0.7643 recall@top3: 0.7486 prec@top3: 0.7048 recall@top5: 0.9124 prec@top5: 0.5257 loss_action_cls: 0.0399 loss: 0.0399 2022/08/31 06:37:37 - mmengine - INFO - Epoch(train) [3][1780/1921] lr: 9.4012e-02 eta: 4:48:18 time: 0.4951 data_time: 0.0207 memory: 8457 grad_norm: 0.0977 recall@thr=0.5: 0.7071 prec@thr=0.5: 0.7879 recall@top3: 0.8182 prec@top3: 0.6162 recall@top5: 0.9091 prec@top5: 0.4242 loss_action_cls: 0.0399 loss: 0.0399 2022/08/31 06:37:48 - mmengine - INFO - Epoch(train) [3][1800/1921] lr: 9.4294e-02 eta: 4:48:06 time: 0.5150 data_time: 0.0129 memory: 8552 grad_norm: 0.1052 recall@thr=0.5: 0.8177 prec@thr=0.5: 0.8766 recall@top3: 0.8229 prec@top3: 0.6667 recall@top5: 0.9688 prec@top5: 0.4812 loss_action_cls: 0.0425 loss: 0.0425 2022/08/31 06:37:58 - mmengine - INFO - Epoch(train) [3][1820/1921] lr: 9.4575e-02 eta: 4:47:55 time: 0.5248 data_time: 0.0233 memory: 8526 grad_norm: 0.1000 recall@thr=0.5: 0.6417 prec@thr=0.5: 0.7250 recall@top3: 0.8306 prec@top3: 0.5778 recall@top5: 0.9917 prec@top5: 0.4333 loss_action_cls: 0.0432 loss: 0.0432 2022/08/31 06:38:08 - mmengine - INFO - Epoch(train) [3][1840/1921] lr: 9.4856e-02 eta: 4:47:42 time: 0.5098 data_time: 0.0158 memory: 8568 grad_norm: 0.0989 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7778 recall@top3: 0.8611 prec@top3: 0.7111 recall@top5: 1.0000 prec@top5: 0.5067 loss_action_cls: 0.0426 loss: 0.0426 2022/08/31 06:38:19 - mmengine - INFO - Epoch(train) [3][1860/1921] lr: 9.5137e-02 eta: 4:47:30 time: 0.5144 data_time: 0.0189 memory: 8559 grad_norm: 0.0999 recall@thr=0.5: 0.6261 prec@thr=0.5: 0.7393 recall@top3: 0.8077 prec@top3: 0.6923 recall@top5: 0.8932 prec@top5: 0.4615 loss_action_cls: 0.0401 loss: 0.0401 2022/08/31 06:38:29 - mmengine - INFO - Epoch(train) [3][1880/1921] lr: 9.5418e-02 eta: 4:47:17 time: 0.5027 data_time: 0.0156 memory: 8526 grad_norm: 0.0991 recall@thr=0.5: 0.5340 prec@thr=0.5: 0.7222 recall@top3: 0.7222 prec@top3: 0.5679 recall@top5: 0.8765 prec@top5: 0.4222 loss_action_cls: 0.0428 loss: 0.0428 2022/08/31 06:38:39 - mmengine - INFO - Epoch(train) [3][1900/1921] lr: 9.5699e-02 eta: 4:47:08 time: 0.5414 data_time: 0.0169 memory: 8585 grad_norm: 0.0977 recall@thr=0.5: 0.7393 prec@thr=0.5: 0.6987 recall@top3: 0.7970 prec@top3: 0.5897 recall@top5: 0.8974 prec@top5: 0.4103 loss_action_cls: 0.0414 loss: 0.0414 2022/08/31 06:38:50 - mmengine - INFO - Epoch(train) [3][1920/1921] lr: 9.5980e-02 eta: 4:46:57 time: 0.5246 data_time: 0.0160 memory: 8482 grad_norm: 0.0932 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7426 recall@top3: 0.7240 prec@top3: 0.5980 recall@top5: 0.9000 prec@top5: 0.4588 loss_action_cls: 0.0388 loss: 0.0388 2022/08/31 06:38:50 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 06:38:50 - mmengine - INFO - Epoch(train) [3][1921/1921] lr: 9.5994e-02 eta: 4:46:57 time: 0.5173 data_time: 0.0145 memory: 6405 grad_norm: 0.0940 recall@thr=0.5: 0.7356 prec@thr=0.5: 0.7759 recall@top3: 0.7644 prec@top3: 0.6782 recall@top5: 0.8506 prec@top5: 0.4621 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 06:38:50 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/08/31 06:38:57 - mmengine - INFO - Epoch(val) [3][20/6282] eta: 0:05:09 time: 0.0495 data_time: 0.0040 memory: 2274 2022/08/31 06:38:57 - mmengine - INFO - Epoch(val) [3][40/6282] eta: 0:03:52 time: 0.0373 data_time: 0.0021 memory: 2274 2022/08/31 06:38:58 - mmengine - INFO - Epoch(val) [3][60/6282] eta: 0:03:57 time: 0.0382 data_time: 0.0029 memory: 2274 2022/08/31 06:38:59 - mmengine - INFO - Epoch(val) [3][80/6282] eta: 0:04:19 time: 0.0418 data_time: 0.0025 memory: 2274 2022/08/31 06:39:00 - mmengine - INFO - Epoch(val) [3][100/6282] eta: 0:03:48 time: 0.0370 data_time: 0.0024 memory: 2274 2022/08/31 06:39:01 - mmengine - INFO - Epoch(val) [3][120/6282] eta: 0:04:29 time: 0.0437 data_time: 0.0032 memory: 2308 2022/08/31 06:39:02 - mmengine - INFO - Epoch(val) [3][140/6282] eta: 0:04:45 time: 0.0465 data_time: 0.0024 memory: 2308 2022/08/31 06:39:02 - mmengine - INFO - Epoch(val) [3][160/6282] eta: 0:04:16 time: 0.0419 data_time: 0.0030 memory: 2308 2022/08/31 06:39:03 - mmengine - INFO - Epoch(val) [3][180/6282] eta: 0:04:28 time: 0.0439 data_time: 0.0033 memory: 2308 2022/08/31 06:39:04 - mmengine - INFO - Epoch(val) [3][200/6282] eta: 0:04:24 time: 0.0434 data_time: 0.0023 memory: 2308 2022/08/31 06:39:05 - mmengine - INFO - Epoch(val) [3][220/6282] eta: 0:04:02 time: 0.0400 data_time: 0.0016 memory: 2279 2022/08/31 06:39:06 - mmengine - INFO - Epoch(val) [3][240/6282] eta: 0:03:58 time: 0.0395 data_time: 0.0019 memory: 2279 2022/08/31 06:39:07 - mmengine - INFO - Epoch(val) [3][260/6282] eta: 0:06:10 time: 0.0616 data_time: 0.0018 memory: 2279 2022/08/31 06:39:08 - mmengine - INFO - Epoch(val) [3][280/6282] eta: 0:04:47 time: 0.0479 data_time: 0.0031 memory: 2279 2022/08/31 06:39:09 - mmengine - INFO - Epoch(val) [3][300/6282] eta: 0:04:24 time: 0.0442 data_time: 0.0023 memory: 2308 2022/08/31 06:39:10 - mmengine - INFO - Epoch(val) [3][320/6282] eta: 0:05:32 time: 0.0558 data_time: 0.0033 memory: 2308 2022/08/31 06:39:11 - mmengine - INFO - Epoch(val) [3][340/6282] eta: 0:04:48 time: 0.0486 data_time: 0.0025 memory: 2308 2022/08/31 06:39:12 - mmengine - INFO - Epoch(val) [3][360/6282] eta: 0:05:13 time: 0.0529 data_time: 0.0024 memory: 2308 2022/08/31 06:39:13 - mmengine - INFO - Epoch(val) [3][380/6282] eta: 0:05:01 time: 0.0511 data_time: 0.0022 memory: 2308 2022/08/31 06:39:14 - mmengine - INFO - Epoch(val) [3][400/6282] eta: 0:04:09 time: 0.0424 data_time: 0.0021 memory: 2308 2022/08/31 06:39:15 - mmengine - INFO - Epoch(val) [3][420/6282] eta: 0:03:55 time: 0.0402 data_time: 0.0022 memory: 2281 2022/08/31 06:39:15 - mmengine - INFO - Epoch(val) [3][440/6282] eta: 0:04:11 time: 0.0430 data_time: 0.0023 memory: 2281 2022/08/31 06:39:16 - mmengine - INFO - Epoch(val) [3][460/6282] eta: 0:03:52 time: 0.0400 data_time: 0.0021 memory: 2281 2022/08/31 06:39:17 - mmengine - INFO - Epoch(val) [3][480/6282] eta: 0:03:59 time: 0.0413 data_time: 0.0021 memory: 2281 2022/08/31 06:39:18 - mmengine - INFO - Epoch(val) [3][500/6282] eta: 0:03:58 time: 0.0413 data_time: 0.0031 memory: 2281 2022/08/31 06:39:19 - mmengine - INFO - Epoch(val) [3][520/6282] eta: 0:04:18 time: 0.0448 data_time: 0.0020 memory: 2279 2022/08/31 06:39:20 - mmengine - INFO - Epoch(val) [3][540/6282] eta: 0:04:27 time: 0.0467 data_time: 0.0018 memory: 2279 2022/08/31 06:39:21 - mmengine - INFO - Epoch(val) [3][560/6282] eta: 0:04:10 time: 0.0438 data_time: 0.0028 memory: 2279 2022/08/31 06:39:22 - mmengine - INFO - Epoch(val) [3][580/6282] eta: 0:04:26 time: 0.0467 data_time: 0.0025 memory: 2279 2022/08/31 06:39:22 - mmengine - INFO - Epoch(val) [3][600/6282] eta: 0:03:35 time: 0.0379 data_time: 0.0017 memory: 2279 2022/08/31 06:39:23 - mmengine - INFO - Epoch(val) [3][620/6282] eta: 0:03:23 time: 0.0359 data_time: 0.0016 memory: 2279 2022/08/31 06:39:24 - mmengine - INFO - Epoch(val) [3][640/6282] eta: 0:03:53 time: 0.0414 data_time: 0.0021 memory: 2277 2022/08/31 06:39:25 - mmengine - INFO - Epoch(val) [3][660/6282] eta: 0:04:07 time: 0.0441 data_time: 0.0024 memory: 2277 2022/08/31 06:39:26 - mmengine - INFO - Epoch(val) [3][680/6282] eta: 0:04:20 time: 0.0465 data_time: 0.0031 memory: 2277 2022/08/31 06:39:27 - mmengine - INFO - Epoch(val) [3][700/6282] eta: 0:06:27 time: 0.0694 data_time: 0.0027 memory: 2277 2022/08/31 06:39:28 - mmengine - INFO - Epoch(val) [3][720/6282] eta: 0:05:28 time: 0.0591 data_time: 0.0023 memory: 2319 2022/08/31 06:39:29 - mmengine - INFO - Epoch(val) [3][740/6282] eta: 0:05:00 time: 0.0542 data_time: 0.0032 memory: 2308 2022/08/31 06:39:30 - mmengine - INFO - Epoch(val) [3][760/6282] eta: 0:04:30 time: 0.0490 data_time: 0.0028 memory: 2308 2022/08/31 06:39:31 - mmengine - INFO - Epoch(val) [3][780/6282] eta: 0:04:04 time: 0.0445 data_time: 0.0020 memory: 2308 2022/08/31 06:39:32 - mmengine - INFO - Epoch(val) [3][800/6282] eta: 0:03:39 time: 0.0401 data_time: 0.0025 memory: 2308 2022/08/31 06:39:33 - mmengine - INFO - Epoch(val) [3][820/6282] eta: 0:03:25 time: 0.0376 data_time: 0.0022 memory: 2308 2022/08/31 06:39:34 - mmengine - INFO - Epoch(val) [3][840/6282] eta: 0:04:23 time: 0.0485 data_time: 0.0020 memory: 2279 2022/08/31 06:39:35 - mmengine - INFO - Epoch(val) [3][860/6282] eta: 0:04:51 time: 0.0537 data_time: 0.0032 memory: 2279 2022/08/31 06:39:36 - mmengine - INFO - Epoch(val) [3][880/6282] eta: 0:04:33 time: 0.0506 data_time: 0.0022 memory: 2279 2022/08/31 06:39:37 - mmengine - INFO - Epoch(val) [3][900/6282] eta: 0:04:01 time: 0.0448 data_time: 0.0035 memory: 2279 2022/08/31 06:39:38 - mmengine - INFO - Epoch(val) [3][920/6282] eta: 0:04:32 time: 0.0509 data_time: 0.0027 memory: 2279 2022/08/31 06:39:39 - mmengine - INFO - Epoch(val) [3][940/6282] eta: 0:03:42 time: 0.0417 data_time: 0.0028 memory: 2274 2022/08/31 06:39:39 - mmengine - INFO - Epoch(val) [3][960/6282] eta: 0:03:38 time: 0.0410 data_time: 0.0017 memory: 2274 2022/08/31 06:39:40 - mmengine - INFO - Epoch(val) [3][980/6282] eta: 0:03:22 time: 0.0381 data_time: 0.0023 memory: 2274 2022/08/31 06:39:41 - mmengine - INFO - Epoch(val) [3][1000/6282] eta: 0:03:51 time: 0.0438 data_time: 0.0030 memory: 2274 2022/08/31 06:39:42 - mmengine - INFO - Epoch(val) [3][1020/6282] eta: 0:03:45 time: 0.0428 data_time: 0.0022 memory: 2279 2022/08/31 06:39:43 - mmengine - INFO - Epoch(val) [3][1040/6282] eta: 0:03:31 time: 0.0404 data_time: 0.0028 memory: 2279 2022/08/31 06:39:44 - mmengine - INFO - Epoch(val) [3][1060/6282] eta: 0:03:56 time: 0.0452 data_time: 0.0027 memory: 2279 2022/08/31 06:39:44 - mmengine - INFO - Epoch(val) [3][1080/6282] eta: 0:03:35 time: 0.0414 data_time: 0.0018 memory: 2279 2022/08/31 06:39:45 - mmengine - INFO - Epoch(val) [3][1100/6282] eta: 0:03:18 time: 0.0382 data_time: 0.0027 memory: 2279 2022/08/31 06:39:47 - mmengine - INFO - Epoch(val) [3][1120/6282] eta: 0:06:08 time: 0.0714 data_time: 0.0020 memory: 2279 2022/08/31 06:39:48 - mmengine - INFO - Epoch(val) [3][1140/6282] eta: 0:04:04 time: 0.0476 data_time: 0.0033 memory: 2279 2022/08/31 06:39:49 - mmengine - INFO - Epoch(val) [3][1160/6282] eta: 0:04:07 time: 0.0484 data_time: 0.0029 memory: 2279 2022/08/31 06:39:50 - mmengine - INFO - Epoch(val) [3][1180/6282] eta: 0:03:44 time: 0.0441 data_time: 0.0022 memory: 2279 2022/08/31 06:39:50 - mmengine - INFO - Epoch(val) [3][1200/6282] eta: 0:04:09 time: 0.0490 data_time: 0.0039 memory: 2279 2022/08/31 06:39:52 - mmengine - INFO - Epoch(val) [3][1220/6282] eta: 0:04:38 time: 0.0551 data_time: 0.0029 memory: 2279 2022/08/31 06:39:53 - mmengine - INFO - Epoch(val) [3][1240/6282] eta: 0:04:05 time: 0.0488 data_time: 0.0023 memory: 2308 2022/08/31 06:39:54 - mmengine - INFO - Epoch(val) [3][1260/6282] eta: 0:03:58 time: 0.0475 data_time: 0.0030 memory: 2308 2022/08/31 06:39:55 - mmengine - INFO - Epoch(val) [3][1280/6282] eta: 0:04:09 time: 0.0499 data_time: 0.0035 memory: 2308 2022/08/31 06:39:56 - mmengine - INFO - Epoch(val) [3][1300/6282] eta: 0:04:25 time: 0.0533 data_time: 0.0028 memory: 2308 2022/08/31 06:39:57 - mmengine - INFO - Epoch(val) [3][1320/6282] eta: 0:03:49 time: 0.0462 data_time: 0.0023 memory: 2308 2022/08/31 06:39:57 - mmengine - INFO - Epoch(val) [3][1340/6282] eta: 0:03:04 time: 0.0373 data_time: 0.0018 memory: 2308 2022/08/31 06:39:58 - mmengine - INFO - Epoch(val) [3][1360/6282] eta: 0:03:33 time: 0.0433 data_time: 0.0019 memory: 2308 2022/08/31 06:39:59 - mmengine - INFO - Epoch(val) [3][1380/6282] eta: 0:03:24 time: 0.0416 data_time: 0.0030 memory: 2308 2022/08/31 06:40:00 - mmengine - INFO - Epoch(val) [3][1400/6282] eta: 0:03:05 time: 0.0381 data_time: 0.0023 memory: 2308 2022/08/31 06:40:01 - mmengine - INFO - Epoch(val) [3][1420/6282] eta: 0:03:17 time: 0.0406 data_time: 0.0023 memory: 2308 2022/08/31 06:40:02 - mmengine - INFO - Epoch(val) [3][1440/6282] eta: 0:05:49 time: 0.0722 data_time: 0.0022 memory: 2308 2022/08/31 06:40:03 - mmengine - INFO - Epoch(val) [3][1460/6282] eta: 0:03:47 time: 0.0473 data_time: 0.0023 memory: 2308 2022/08/31 06:40:04 - mmengine - INFO - Epoch(val) [3][1480/6282] eta: 0:03:37 time: 0.0453 data_time: 0.0017 memory: 2308 2022/08/31 06:40:05 - mmengine - INFO - Epoch(val) [3][1500/6282] eta: 0:03:33 time: 0.0447 data_time: 0.0017 memory: 2308 2022/08/31 06:40:06 - mmengine - INFO - Epoch(val) [3][1520/6282] eta: 0:03:30 time: 0.0441 data_time: 0.0021 memory: 2352 2022/08/31 06:40:07 - mmengine - INFO - Epoch(val) [3][1540/6282] eta: 0:03:42 time: 0.0470 data_time: 0.0020 memory: 2352 2022/08/31 06:40:07 - mmengine - INFO - Epoch(val) [3][1560/6282] eta: 0:03:31 time: 0.0449 data_time: 0.0025 memory: 2352 2022/08/31 06:40:08 - mmengine - INFO - Epoch(val) [3][1580/6282] eta: 0:03:30 time: 0.0447 data_time: 0.0021 memory: 2352 2022/08/31 06:40:09 - mmengine - INFO - Epoch(val) [3][1600/6282] eta: 0:03:28 time: 0.0446 data_time: 0.0016 memory: 2352 2022/08/31 06:40:10 - mmengine - INFO - Epoch(val) [3][1620/6282] eta: 0:03:19 time: 0.0427 data_time: 0.0022 memory: 2352 2022/08/31 06:40:11 - mmengine - INFO - Epoch(val) [3][1640/6282] eta: 0:04:03 time: 0.0524 data_time: 0.0026 memory: 2308 2022/08/31 06:40:12 - mmengine - INFO - Epoch(val) [3][1660/6282] eta: 0:03:46 time: 0.0489 data_time: 0.0024 memory: 2308 2022/08/31 06:40:13 - mmengine - INFO - Epoch(val) [3][1680/6282] eta: 0:03:12 time: 0.0419 data_time: 0.0022 memory: 2308 2022/08/31 06:40:14 - mmengine - INFO - Epoch(val) [3][1700/6282] eta: 0:03:49 time: 0.0500 data_time: 0.0021 memory: 2308 2022/08/31 06:40:15 - mmengine - INFO - Epoch(val) [3][1720/6282] eta: 0:04:22 time: 0.0576 data_time: 0.0031 memory: 2311 2022/08/31 06:40:16 - mmengine - INFO - Epoch(val) [3][1740/6282] eta: 0:03:35 time: 0.0474 data_time: 0.0033 memory: 2308 2022/08/31 06:40:18 - mmengine - INFO - Epoch(val) [3][1760/6282] eta: 0:05:55 time: 0.0787 data_time: 0.0031 memory: 2308 2022/08/31 06:40:19 - mmengine - INFO - Epoch(val) [3][1780/6282] eta: 0:03:49 time: 0.0511 data_time: 0.0026 memory: 2308 2022/08/31 06:40:20 - mmengine - INFO - Epoch(val) [3][1800/6282] eta: 0:03:48 time: 0.0509 data_time: 0.0029 memory: 2308 2022/08/31 06:40:21 - mmengine - INFO - Epoch(val) [3][1820/6282] eta: 0:04:01 time: 0.0541 data_time: 0.0025 memory: 2308 2022/08/31 06:40:22 - mmengine - INFO - Epoch(val) [3][1840/6282] eta: 0:03:36 time: 0.0487 data_time: 0.0028 memory: 2308 2022/08/31 06:40:23 - mmengine - INFO - Epoch(val) [3][1860/6282] eta: 0:03:29 time: 0.0474 data_time: 0.0026 memory: 2308 2022/08/31 06:40:24 - mmengine - INFO - Epoch(val) [3][1880/6282] eta: 0:03:23 time: 0.0463 data_time: 0.0023 memory: 2308 2022/08/31 06:40:24 - mmengine - INFO - Epoch(val) [3][1900/6282] eta: 0:03:01 time: 0.0414 data_time: 0.0023 memory: 2308 2022/08/31 06:40:26 - mmengine - INFO - Epoch(val) [3][1920/6282] eta: 0:03:54 time: 0.0538 data_time: 0.0023 memory: 2308 2022/08/31 06:40:27 - mmengine - INFO - Epoch(val) [3][1940/6282] eta: 0:03:38 time: 0.0503 data_time: 0.0031 memory: 2308 2022/08/31 06:40:27 - mmengine - INFO - Epoch(val) [3][1960/6282] eta: 0:03:02 time: 0.0422 data_time: 0.0020 memory: 2281 2022/08/31 06:40:28 - mmengine - INFO - Epoch(val) [3][1980/6282] eta: 0:02:56 time: 0.0411 data_time: 0.0022 memory: 2281 2022/08/31 06:40:29 - mmengine - INFO - Epoch(val) [3][2000/6282] eta: 0:02:58 time: 0.0416 data_time: 0.0019 memory: 2281 2022/08/31 06:40:30 - mmengine - INFO - Epoch(val) [3][2020/6282] eta: 0:02:49 time: 0.0398 data_time: 0.0019 memory: 2281 2022/08/31 06:40:31 - mmengine - INFO - Epoch(val) [3][2040/6282] eta: 0:02:55 time: 0.0414 data_time: 0.0023 memory: 2281 2022/08/31 06:40:31 - mmengine - INFO - Epoch(val) [3][2060/6282] eta: 0:02:41 time: 0.0383 data_time: 0.0023 memory: 2281 2022/08/31 06:40:32 - mmengine - INFO - Epoch(val) [3][2080/6282] eta: 0:02:40 time: 0.0382 data_time: 0.0030 memory: 2281 2022/08/31 06:40:33 - mmengine - INFO - Epoch(val) [3][2100/6282] eta: 0:02:41 time: 0.0385 data_time: 0.0024 memory: 2281 2022/08/31 06:40:34 - mmengine - INFO - Epoch(val) [3][2120/6282] eta: 0:02:33 time: 0.0370 data_time: 0.0026 memory: 2281 2022/08/31 06:40:35 - mmengine - INFO - Epoch(val) [3][2140/6282] eta: 0:02:43 time: 0.0395 data_time: 0.0018 memory: 2281 2022/08/31 06:40:35 - mmengine - INFO - Epoch(val) [3][2160/6282] eta: 0:02:57 time: 0.0431 data_time: 0.0018 memory: 2279 2022/08/31 06:40:37 - mmengine - INFO - Epoch(val) [3][2180/6282] eta: 0:04:26 time: 0.0649 data_time: 0.0020 memory: 2279 2022/08/31 06:40:38 - mmengine - INFO - Epoch(val) [3][2200/6282] eta: 0:03:16 time: 0.0482 data_time: 0.0091 memory: 2279 2022/08/31 06:40:39 - mmengine - INFO - Epoch(val) [3][2220/6282] eta: 0:02:53 time: 0.0426 data_time: 0.0030 memory: 2279 2022/08/31 06:40:39 - mmengine - INFO - Epoch(val) [3][2240/6282] eta: 0:03:15 time: 0.0484 data_time: 0.0024 memory: 2279 2022/08/31 06:40:40 - mmengine - INFO - Epoch(val) [3][2260/6282] eta: 0:02:59 time: 0.0447 data_time: 0.0022 memory: 2281 2022/08/31 06:40:41 - mmengine - INFO - Epoch(val) [3][2280/6282] eta: 0:02:47 time: 0.0418 data_time: 0.0021 memory: 2281 2022/08/31 06:40:42 - mmengine - INFO - Epoch(val) [3][2300/6282] eta: 0:02:40 time: 0.0403 data_time: 0.0025 memory: 2281 2022/08/31 06:40:43 - mmengine - INFO - Epoch(val) [3][2320/6282] eta: 0:03:02 time: 0.0462 data_time: 0.0030 memory: 2281 2022/08/31 06:40:44 - mmengine - INFO - Epoch(val) [3][2340/6282] eta: 0:02:42 time: 0.0413 data_time: 0.0020 memory: 2281 2022/08/31 06:40:45 - mmengine - INFO - Epoch(val) [3][2360/6282] eta: 0:02:52 time: 0.0439 data_time: 0.0022 memory: 2279 2022/08/31 06:40:46 - mmengine - INFO - Epoch(val) [3][2380/6282] eta: 0:03:12 time: 0.0492 data_time: 0.0025 memory: 2279 2022/08/31 06:40:47 - mmengine - INFO - Epoch(val) [3][2400/6282] eta: 0:02:51 time: 0.0441 data_time: 0.0020 memory: 2279 2022/08/31 06:40:47 - mmengine - INFO - Epoch(val) [3][2420/6282] eta: 0:02:37 time: 0.0407 data_time: 0.0022 memory: 2279 2022/08/31 06:40:48 - mmengine - INFO - Epoch(val) [3][2440/6282] eta: 0:02:42 time: 0.0422 data_time: 0.0018 memory: 2279 2022/08/31 06:40:49 - mmengine - INFO - Epoch(val) [3][2460/6282] eta: 0:02:51 time: 0.0449 data_time: 0.0025 memory: 2308 2022/08/31 06:40:50 - mmengine - INFO - Epoch(val) [3][2480/6282] eta: 0:03:01 time: 0.0476 data_time: 0.0034 memory: 2308 2022/08/31 06:40:51 - mmengine - INFO - Epoch(val) [3][2500/6282] eta: 0:02:42 time: 0.0431 data_time: 0.0027 memory: 2308 2022/08/31 06:40:52 - mmengine - INFO - Epoch(val) [3][2520/6282] eta: 0:03:07 time: 0.0497 data_time: 0.0023 memory: 2308 2022/08/31 06:40:53 - mmengine - INFO - Epoch(val) [3][2540/6282] eta: 0:03:07 time: 0.0502 data_time: 0.0023 memory: 2311 2022/08/31 06:40:54 - mmengine - INFO - Epoch(val) [3][2560/6282] eta: 0:02:44 time: 0.0443 data_time: 0.0021 memory: 2308 2022/08/31 06:40:55 - mmengine - INFO - Epoch(val) [3][2580/6282] eta: 0:02:35 time: 0.0420 data_time: 0.0022 memory: 2308 2022/08/31 06:40:56 - mmengine - INFO - Epoch(val) [3][2600/6282] eta: 0:02:50 time: 0.0462 data_time: 0.0025 memory: 2308 2022/08/31 06:40:57 - mmengine - INFO - Epoch(val) [3][2620/6282] eta: 0:04:09 time: 0.0682 data_time: 0.0021 memory: 2308 2022/08/31 06:40:58 - mmengine - INFO - Epoch(val) [3][2640/6282] eta: 0:02:28 time: 0.0409 data_time: 0.0021 memory: 2308 2022/08/31 06:40:59 - mmengine - INFO - Epoch(val) [3][2660/6282] eta: 0:02:23 time: 0.0396 data_time: 0.0028 memory: 2348 2022/08/31 06:40:59 - mmengine - INFO - Epoch(val) [3][2680/6282] eta: 0:02:42 time: 0.0452 data_time: 0.0032 memory: 2348 2022/08/31 06:41:00 - mmengine - INFO - Epoch(val) [3][2700/6282] eta: 0:02:43 time: 0.0458 data_time: 0.0020 memory: 2348 2022/08/31 06:41:01 - mmengine - INFO - Epoch(val) [3][2720/6282] eta: 0:02:44 time: 0.0462 data_time: 0.0028 memory: 2348 2022/08/31 06:41:02 - mmengine - INFO - Epoch(val) [3][2740/6282] eta: 0:02:46 time: 0.0470 data_time: 0.0020 memory: 2348 2022/08/31 06:41:03 - mmengine - INFO - Epoch(val) [3][2760/6282] eta: 0:02:33 time: 0.0435 data_time: 0.0025 memory: 2281 2022/08/31 06:41:04 - mmengine - INFO - Epoch(val) [3][2780/6282] eta: 0:02:45 time: 0.0472 data_time: 0.0041 memory: 2281 2022/08/31 06:41:05 - mmengine - INFO - Epoch(val) [3][2800/6282] eta: 0:02:35 time: 0.0447 data_time: 0.0022 memory: 2281 2022/08/31 06:41:06 - mmengine - INFO - Epoch(val) [3][2820/6282] eta: 0:02:33 time: 0.0444 data_time: 0.0020 memory: 2281 2022/08/31 06:41:07 - mmengine - INFO - Epoch(val) [3][2840/6282] eta: 0:02:53 time: 0.0504 data_time: 0.0034 memory: 2281 2022/08/31 06:41:08 - mmengine - INFO - Epoch(val) [3][2860/6282] eta: 0:02:18 time: 0.0406 data_time: 0.0018 memory: 2308 2022/08/31 06:41:09 - mmengine - INFO - Epoch(val) [3][2880/6282] eta: 0:02:33 time: 0.0452 data_time: 0.0024 memory: 2308 2022/08/31 06:41:10 - mmengine - INFO - Epoch(val) [3][2900/6282] eta: 0:02:42 time: 0.0480 data_time: 0.0027 memory: 2308 2022/08/31 06:41:10 - mmengine - INFO - Epoch(val) [3][2920/6282] eta: 0:02:26 time: 0.0436 data_time: 0.0022 memory: 2308 2022/08/31 06:41:11 - mmengine - INFO - Epoch(val) [3][2940/6282] eta: 0:02:04 time: 0.0373 data_time: 0.0027 memory: 2293 2022/08/31 06:41:12 - mmengine - INFO - Epoch(val) [3][2960/6282] eta: 0:02:14 time: 0.0404 data_time: 0.0036 memory: 2293 2022/08/31 06:41:13 - mmengine - INFO - Epoch(val) [3][2980/6282] eta: 0:02:07 time: 0.0387 data_time: 0.0017 memory: 2293 2022/08/31 06:41:14 - mmengine - INFO - Epoch(val) [3][3000/6282] eta: 0:02:23 time: 0.0438 data_time: 0.0030 memory: 2293 2022/08/31 06:41:14 - mmengine - INFO - Epoch(val) [3][3020/6282] eta: 0:02:15 time: 0.0414 data_time: 0.0023 memory: 2308 2022/08/31 06:41:15 - mmengine - INFO - Epoch(val) [3][3040/6282] eta: 0:02:35 time: 0.0479 data_time: 0.0028 memory: 2308 2022/08/31 06:41:17 - mmengine - INFO - Epoch(val) [3][3060/6282] eta: 0:04:07 time: 0.0769 data_time: 0.0029 memory: 2308 2022/08/31 06:41:18 - mmengine - INFO - Epoch(val) [3][3080/6282] eta: 0:02:30 time: 0.0469 data_time: 0.0028 memory: 2308 2022/08/31 06:41:19 - mmengine - INFO - Epoch(val) [3][3100/6282] eta: 0:02:39 time: 0.0502 data_time: 0.0031 memory: 2308 2022/08/31 06:41:20 - mmengine - INFO - Epoch(val) [3][3120/6282] eta: 0:02:13 time: 0.0421 data_time: 0.0022 memory: 2281 2022/08/31 06:41:21 - mmengine - INFO - Epoch(val) [3][3140/6282] eta: 0:02:02 time: 0.0389 data_time: 0.0022 memory: 2281 2022/08/31 06:41:21 - mmengine - INFO - Epoch(val) [3][3160/6282] eta: 0:02:20 time: 0.0452 data_time: 0.0028 memory: 2281 2022/08/31 06:41:22 - mmengine - INFO - Epoch(val) [3][3180/6282] eta: 0:01:57 time: 0.0380 data_time: 0.0023 memory: 2281 2022/08/31 06:41:23 - mmengine - INFO - Epoch(val) [3][3200/6282] eta: 0:01:58 time: 0.0383 data_time: 0.0019 memory: 2308 2022/08/31 06:41:24 - mmengine - INFO - Epoch(val) [3][3220/6282] eta: 0:02:05 time: 0.0409 data_time: 0.0024 memory: 2308 2022/08/31 06:41:25 - mmengine - INFO - Epoch(val) [3][3240/6282] eta: 0:01:53 time: 0.0373 data_time: 0.0020 memory: 2308 2022/08/31 06:41:25 - mmengine - INFO - Epoch(val) [3][3260/6282] eta: 0:01:59 time: 0.0395 data_time: 0.0019 memory: 2308 2022/08/31 06:41:26 - mmengine - INFO - Epoch(val) [3][3280/6282] eta: 0:02:24 time: 0.0482 data_time: 0.0022 memory: 2308 2022/08/31 06:41:27 - mmengine - INFO - Epoch(val) [3][3300/6282] eta: 0:02:31 time: 0.0507 data_time: 0.0023 memory: 2308 2022/08/31 06:41:28 - mmengine - INFO - Epoch(val) [3][3320/6282] eta: 0:02:09 time: 0.0437 data_time: 0.0024 memory: 2308 2022/08/31 06:41:29 - mmengine - INFO - Epoch(val) [3][3340/6282] eta: 0:02:15 time: 0.0461 data_time: 0.0021 memory: 2308 2022/08/31 06:41:30 - mmengine - INFO - Epoch(val) [3][3360/6282] eta: 0:02:04 time: 0.0427 data_time: 0.0025 memory: 2308 2022/08/31 06:41:31 - mmengine - INFO - Epoch(val) [3][3380/6282] eta: 0:01:54 time: 0.0393 data_time: 0.0020 memory: 2308 2022/08/31 06:41:32 - mmengine - INFO - Epoch(val) [3][3400/6282] eta: 0:02:11 time: 0.0458 data_time: 0.0021 memory: 2279 2022/08/31 06:41:32 - mmengine - INFO - Epoch(val) [3][3420/6282] eta: 0:01:54 time: 0.0399 data_time: 0.0024 memory: 2279 2022/08/31 06:41:33 - mmengine - INFO - Epoch(val) [3][3440/6282] eta: 0:02:04 time: 0.0436 data_time: 0.0022 memory: 2279 2022/08/31 06:41:34 - mmengine - INFO - Epoch(val) [3][3460/6282] eta: 0:02:35 time: 0.0550 data_time: 0.0020 memory: 2282 2022/08/31 06:41:36 - mmengine - INFO - Epoch(val) [3][3480/6282] eta: 0:02:45 time: 0.0589 data_time: 0.0021 memory: 2279 2022/08/31 06:41:37 - mmengine - INFO - Epoch(val) [3][3500/6282] eta: 0:03:01 time: 0.0653 data_time: 0.0022 memory: 2279 2022/08/31 06:41:38 - mmengine - INFO - Epoch(val) [3][3520/6282] eta: 0:01:48 time: 0.0394 data_time: 0.0023 memory: 2279 2022/08/31 06:41:39 - mmengine - INFO - Epoch(val) [3][3540/6282] eta: 0:01:51 time: 0.0406 data_time: 0.0025 memory: 2279 2022/08/31 06:41:39 - mmengine - INFO - Epoch(val) [3][3560/6282] eta: 0:01:50 time: 0.0406 data_time: 0.0024 memory: 2279 2022/08/31 06:41:40 - mmengine - INFO - Epoch(val) [3][3580/6282] eta: 0:01:40 time: 0.0370 data_time: 0.0023 memory: 2300 2022/08/31 06:41:41 - mmengine - INFO - Epoch(val) [3][3600/6282] eta: 0:01:59 time: 0.0444 data_time: 0.0020 memory: 2300 2022/08/31 06:41:42 - mmengine - INFO - Epoch(val) [3][3620/6282] eta: 0:02:38 time: 0.0594 data_time: 0.0025 memory: 2302 2022/08/31 06:41:43 - mmengine - INFO - Epoch(val) [3][3640/6282] eta: 0:02:09 time: 0.0490 data_time: 0.0025 memory: 2300 2022/08/31 06:41:44 - mmengine - INFO - Epoch(val) [3][3660/6282] eta: 0:02:02 time: 0.0465 data_time: 0.0026 memory: 2300 2022/08/31 06:41:45 - mmengine - INFO - Epoch(val) [3][3680/6282] eta: 0:01:42 time: 0.0392 data_time: 0.0026 memory: 2308 2022/08/31 06:41:46 - mmengine - INFO - Epoch(val) [3][3700/6282] eta: 0:01:56 time: 0.0452 data_time: 0.0043 memory: 2308 2022/08/31 06:41:47 - mmengine - INFO - Epoch(val) [3][3720/6282] eta: 0:02:07 time: 0.0499 data_time: 0.0031 memory: 2308 2022/08/31 06:41:48 - mmengine - INFO - Epoch(val) [3][3740/6282] eta: 0:01:55 time: 0.0453 data_time: 0.0021 memory: 2308 2022/08/31 06:41:49 - mmengine - INFO - Epoch(val) [3][3760/6282] eta: 0:01:53 time: 0.0451 data_time: 0.0020 memory: 2308 2022/08/31 06:41:49 - mmengine - INFO - Epoch(val) [3][3780/6282] eta: 0:01:49 time: 0.0440 data_time: 0.0034 memory: 2308 2022/08/31 06:41:50 - mmengine - INFO - Epoch(val) [3][3800/6282] eta: 0:01:53 time: 0.0458 data_time: 0.0019 memory: 2308 2022/08/31 06:41:51 - mmengine - INFO - Epoch(val) [3][3820/6282] eta: 0:01:54 time: 0.0466 data_time: 0.0021 memory: 2308 2022/08/31 06:41:52 - mmengine - INFO - Epoch(val) [3][3840/6282] eta: 0:01:55 time: 0.0474 data_time: 0.0024 memory: 2308 2022/08/31 06:41:53 - mmengine - INFO - Epoch(val) [3][3860/6282] eta: 0:01:49 time: 0.0451 data_time: 0.0024 memory: 2308 2022/08/31 06:41:54 - mmengine - INFO - Epoch(val) [3][3880/6282] eta: 0:01:36 time: 0.0401 data_time: 0.0030 memory: 2308 2022/08/31 06:41:55 - mmengine - INFO - Epoch(val) [3][3900/6282] eta: 0:01:32 time: 0.0390 data_time: 0.0018 memory: 2308 2022/08/31 06:41:56 - mmengine - INFO - Epoch(val) [3][3920/6282] eta: 0:01:30 time: 0.0381 data_time: 0.0022 memory: 2308 2022/08/31 06:41:56 - mmengine - INFO - Epoch(val) [3][3940/6282] eta: 0:01:25 time: 0.0364 data_time: 0.0017 memory: 2308 2022/08/31 06:41:58 - mmengine - INFO - Epoch(val) [3][3960/6282] eta: 0:02:38 time: 0.0683 data_time: 0.0025 memory: 2308 2022/08/31 06:41:59 - mmengine - INFO - Epoch(val) [3][3980/6282] eta: 0:01:54 time: 0.0496 data_time: 0.0018 memory: 2308 2022/08/31 06:41:59 - mmengine - INFO - Epoch(val) [3][4000/6282] eta: 0:01:36 time: 0.0422 data_time: 0.0027 memory: 2308 2022/08/31 06:42:00 - mmengine - INFO - Epoch(val) [3][4020/6282] eta: 0:01:39 time: 0.0442 data_time: 0.0020 memory: 2308 2022/08/31 06:42:01 - mmengine - INFO - Epoch(val) [3][4040/6282] eta: 0:01:35 time: 0.0426 data_time: 0.0026 memory: 2348 2022/08/31 06:42:02 - mmengine - INFO - Epoch(val) [3][4060/6282] eta: 0:01:44 time: 0.0471 data_time: 0.0026 memory: 2348 2022/08/31 06:42:03 - mmengine - INFO - Epoch(val) [3][4080/6282] eta: 0:01:42 time: 0.0464 data_time: 0.0023 memory: 2348 2022/08/31 06:42:04 - mmengine - INFO - Epoch(val) [3][4100/6282] eta: 0:01:35 time: 0.0437 data_time: 0.0021 memory: 2348 2022/08/31 06:42:05 - mmengine - INFO - Epoch(val) [3][4120/6282] eta: 0:01:42 time: 0.0475 data_time: 0.0024 memory: 2348 2022/08/31 06:42:06 - mmengine - INFO - Epoch(val) [3][4140/6282] eta: 0:01:38 time: 0.0459 data_time: 0.0023 memory: 2348 2022/08/31 06:42:07 - mmengine - INFO - Epoch(val) [3][4160/6282] eta: 0:01:40 time: 0.0472 data_time: 0.0029 memory: 2279 2022/08/31 06:42:08 - mmengine - INFO - Epoch(val) [3][4180/6282] eta: 0:01:24 time: 0.0400 data_time: 0.0021 memory: 2279 2022/08/31 06:42:08 - mmengine - INFO - Epoch(val) [3][4200/6282] eta: 0:01:29 time: 0.0430 data_time: 0.0022 memory: 2279 2022/08/31 06:42:09 - mmengine - INFO - Epoch(val) [3][4220/6282] eta: 0:01:27 time: 0.0423 data_time: 0.0028 memory: 2279 2022/08/31 06:42:10 - mmengine - INFO - Epoch(val) [3][4240/6282] eta: 0:01:25 time: 0.0421 data_time: 0.0020 memory: 2279 2022/08/31 06:42:11 - mmengine - INFO - Epoch(val) [3][4260/6282] eta: 0:01:30 time: 0.0447 data_time: 0.0021 memory: 2279 2022/08/31 06:42:12 - mmengine - INFO - Epoch(val) [3][4280/6282] eta: 0:01:36 time: 0.0481 data_time: 0.0021 memory: 2279 2022/08/31 06:42:13 - mmengine - INFO - Epoch(val) [3][4300/6282] eta: 0:01:26 time: 0.0435 data_time: 0.0022 memory: 2279 2022/08/31 06:42:14 - mmengine - INFO - Epoch(val) [3][4320/6282] eta: 0:01:26 time: 0.0442 data_time: 0.0023 memory: 2279 2022/08/31 06:42:15 - mmengine - INFO - Epoch(val) [3][4340/6282] eta: 0:01:19 time: 0.0412 data_time: 0.0020 memory: 2279 2022/08/31 06:42:15 - mmengine - INFO - Epoch(val) [3][4360/6282] eta: 0:01:16 time: 0.0399 data_time: 0.0019 memory: 2308 2022/08/31 06:42:16 - mmengine - INFO - Epoch(val) [3][4380/6282] eta: 0:01:15 time: 0.0398 data_time: 0.0023 memory: 2308 2022/08/31 06:42:18 - mmengine - INFO - Epoch(val) [3][4400/6282] eta: 0:02:12 time: 0.0705 data_time: 0.0028 memory: 2308 2022/08/31 06:42:18 - mmengine - INFO - Epoch(val) [3][4420/6282] eta: 0:01:11 time: 0.0384 data_time: 0.0022 memory: 2308 2022/08/31 06:42:19 - mmengine - INFO - Epoch(val) [3][4440/6282] eta: 0:01:15 time: 0.0412 data_time: 0.0021 memory: 2312 2022/08/31 06:42:20 - mmengine - INFO - Epoch(val) [3][4460/6282] eta: 0:01:20 time: 0.0442 data_time: 0.0028 memory: 2312 2022/08/31 06:42:21 - mmengine - INFO - Epoch(val) [3][4480/6282] eta: 0:01:12 time: 0.0405 data_time: 0.0027 memory: 2312 2022/08/31 06:42:22 - mmengine - INFO - Epoch(val) [3][4500/6282] eta: 0:01:14 time: 0.0420 data_time: 0.0024 memory: 2312 2022/08/31 06:42:23 - mmengine - INFO - Epoch(val) [3][4520/6282] eta: 0:01:11 time: 0.0404 data_time: 0.0020 memory: 2312 2022/08/31 06:42:23 - mmengine - INFO - Epoch(val) [3][4540/6282] eta: 0:01:14 time: 0.0425 data_time: 0.0025 memory: 2281 2022/08/31 06:42:24 - mmengine - INFO - Epoch(val) [3][4560/6282] eta: 0:01:13 time: 0.0427 data_time: 0.0021 memory: 2281 2022/08/31 06:42:25 - mmengine - INFO - Epoch(val) [3][4580/6282] eta: 0:01:14 time: 0.0439 data_time: 0.0022 memory: 2281 2022/08/31 06:42:26 - mmengine - INFO - Epoch(val) [3][4600/6282] eta: 0:01:03 time: 0.0377 data_time: 0.0018 memory: 2281 2022/08/31 06:42:27 - mmengine - INFO - Epoch(val) [3][4620/6282] eta: 0:01:13 time: 0.0445 data_time: 0.0028 memory: 2281 2022/08/31 06:42:28 - mmengine - INFO - Epoch(val) [3][4640/6282] eta: 0:01:09 time: 0.0422 data_time: 0.0028 memory: 2312 2022/08/31 06:42:29 - mmengine - INFO - Epoch(val) [3][4660/6282] eta: 0:01:12 time: 0.0446 data_time: 0.0022 memory: 2312 2022/08/31 06:42:30 - mmengine - INFO - Epoch(val) [3][4680/6282] eta: 0:01:19 time: 0.0496 data_time: 0.0023 memory: 2312 2022/08/31 06:42:30 - mmengine - INFO - Epoch(val) [3][4700/6282] eta: 0:01:04 time: 0.0405 data_time: 0.0020 memory: 2312 2022/08/31 06:42:31 - mmengine - INFO - Epoch(val) [3][4720/6282] eta: 0:01:04 time: 0.0414 data_time: 0.0020 memory: 2312 2022/08/31 06:42:32 - mmengine - INFO - Epoch(val) [3][4740/6282] eta: 0:01:04 time: 0.0417 data_time: 0.0026 memory: 2292 2022/08/31 06:42:33 - mmengine - INFO - Epoch(val) [3][4760/6282] eta: 0:01:13 time: 0.0486 data_time: 0.0020 memory: 2292 2022/08/31 06:42:34 - mmengine - INFO - Epoch(val) [3][4780/6282] eta: 0:01:00 time: 0.0406 data_time: 0.0023 memory: 2292 2022/08/31 06:42:35 - mmengine - INFO - Epoch(val) [3][4800/6282] eta: 0:01:07 time: 0.0456 data_time: 0.0023 memory: 2292 2022/08/31 06:42:36 - mmengine - INFO - Epoch(val) [3][4820/6282] eta: 0:01:00 time: 0.0416 data_time: 0.0025 memory: 2308 2022/08/31 06:42:37 - mmengine - INFO - Epoch(val) [3][4840/6282] eta: 0:01:55 time: 0.0799 data_time: 0.0023 memory: 2308 2022/08/31 06:42:38 - mmengine - INFO - Epoch(val) [3][4860/6282] eta: 0:01:00 time: 0.0428 data_time: 0.0032 memory: 2308 2022/08/31 06:42:39 - mmengine - INFO - Epoch(val) [3][4880/6282] eta: 0:00:57 time: 0.0410 data_time: 0.0021 memory: 2308 2022/08/31 06:42:40 - mmengine - INFO - Epoch(val) [3][4900/6282] eta: 0:00:56 time: 0.0410 data_time: 0.0028 memory: 2308 2022/08/31 06:42:40 - mmengine - INFO - Epoch(val) [3][4920/6282] eta: 0:00:54 time: 0.0400 data_time: 0.0023 memory: 2310 2022/08/31 06:42:41 - mmengine - INFO - Epoch(val) [3][4940/6282] eta: 0:01:01 time: 0.0459 data_time: 0.0032 memory: 2310 2022/08/31 06:42:42 - mmengine - INFO - Epoch(val) [3][4960/6282] eta: 0:01:02 time: 0.0472 data_time: 0.0018 memory: 2310 2022/08/31 06:42:43 - mmengine - INFO - Epoch(val) [3][4980/6282] eta: 0:00:57 time: 0.0442 data_time: 0.0021 memory: 2310 2022/08/31 06:42:44 - mmengine - INFO - Epoch(val) [3][5000/6282] eta: 0:00:53 time: 0.0413 data_time: 0.0027 memory: 2310 2022/08/31 06:42:45 - mmengine - INFO - Epoch(val) [3][5020/6282] eta: 0:00:51 time: 0.0406 data_time: 0.0021 memory: 2310 2022/08/31 06:42:46 - mmengine - INFO - Epoch(val) [3][5040/6282] eta: 0:00:46 time: 0.0371 data_time: 0.0019 memory: 2281 2022/08/31 06:42:47 - mmengine - INFO - Epoch(val) [3][5060/6282] eta: 0:01:05 time: 0.0538 data_time: 0.0030 memory: 2281 2022/08/31 06:42:48 - mmengine - INFO - Epoch(val) [3][5080/6282] eta: 0:01:00 time: 0.0507 data_time: 0.0039 memory: 2281 2022/08/31 06:42:49 - mmengine - INFO - Epoch(val) [3][5100/6282] eta: 0:00:52 time: 0.0447 data_time: 0.0025 memory: 2281 2022/08/31 06:42:50 - mmengine - INFO - Epoch(val) [3][5120/6282] eta: 0:00:58 time: 0.0504 data_time: 0.0030 memory: 2281 2022/08/31 06:42:50 - mmengine - INFO - Epoch(val) [3][5140/6282] eta: 0:00:42 time: 0.0375 data_time: 0.0026 memory: 2279 2022/08/31 06:42:51 - mmengine - INFO - Epoch(val) [3][5160/6282] eta: 0:00:44 time: 0.0399 data_time: 0.0020 memory: 2279 2022/08/31 06:42:52 - mmengine - INFO - Epoch(val) [3][5180/6282] eta: 0:00:45 time: 0.0412 data_time: 0.0019 memory: 2279 2022/08/31 06:42:53 - mmengine - INFO - Epoch(val) [3][5200/6282] eta: 0:00:47 time: 0.0444 data_time: 0.0025 memory: 2279 2022/08/31 06:42:54 - mmengine - INFO - Epoch(val) [3][5220/6282] eta: 0:00:41 time: 0.0392 data_time: 0.0022 memory: 2279 2022/08/31 06:42:55 - mmengine - INFO - Epoch(val) [3][5240/6282] eta: 0:00:55 time: 0.0528 data_time: 0.0027 memory: 2282 2022/08/31 06:42:56 - mmengine - INFO - Epoch(val) [3][5260/6282] eta: 0:00:44 time: 0.0439 data_time: 0.0021 memory: 2279 2022/08/31 06:42:57 - mmengine - INFO - Epoch(val) [3][5280/6282] eta: 0:01:11 time: 0.0718 data_time: 0.0021 memory: 2279 2022/08/31 06:42:58 - mmengine - INFO - Epoch(val) [3][5300/6282] eta: 0:00:44 time: 0.0456 data_time: 0.0021 memory: 2279 2022/08/31 06:42:59 - mmengine - INFO - Epoch(val) [3][5320/6282] eta: 0:00:40 time: 0.0426 data_time: 0.0020 memory: 2279 2022/08/31 06:43:00 - mmengine - INFO - Epoch(val) [3][5340/6282] eta: 0:00:40 time: 0.0430 data_time: 0.0028 memory: 2279 2022/08/31 06:43:00 - mmengine - INFO - Epoch(val) [3][5360/6282] eta: 0:00:34 time: 0.0371 data_time: 0.0019 memory: 2279 2022/08/31 06:43:02 - mmengine - INFO - Epoch(val) [3][5380/6282] eta: 0:00:53 time: 0.0591 data_time: 0.0024 memory: 2279 2022/08/31 06:43:02 - mmengine - INFO - Epoch(val) [3][5400/6282] eta: 0:00:38 time: 0.0435 data_time: 0.0032 memory: 2279 2022/08/31 06:43:03 - mmengine - INFO - Epoch(val) [3][5420/6282] eta: 0:00:35 time: 0.0416 data_time: 0.0027 memory: 2279 2022/08/31 06:43:04 - mmengine - INFO - Epoch(val) [3][5440/6282] eta: 0:00:33 time: 0.0403 data_time: 0.0027 memory: 2279 2022/08/31 06:43:05 - mmengine - INFO - Epoch(val) [3][5460/6282] eta: 0:00:35 time: 0.0436 data_time: 0.0022 memory: 2279 2022/08/31 06:43:06 - mmengine - INFO - Epoch(val) [3][5480/6282] eta: 0:00:33 time: 0.0415 data_time: 0.0019 memory: 2279 2022/08/31 06:43:07 - mmengine - INFO - Epoch(val) [3][5500/6282] eta: 0:00:33 time: 0.0424 data_time: 0.0023 memory: 2279 2022/08/31 06:43:07 - mmengine - INFO - Epoch(val) [3][5520/6282] eta: 0:00:31 time: 0.0415 data_time: 0.0023 memory: 2289 2022/08/31 06:43:09 - mmengine - INFO - Epoch(val) [3][5540/6282] eta: 0:00:54 time: 0.0728 data_time: 0.0027 memory: 2289 2022/08/31 06:43:10 - mmengine - INFO - Epoch(val) [3][5560/6282] eta: 0:00:31 time: 0.0441 data_time: 0.0021 memory: 2289 2022/08/31 06:43:11 - mmengine - INFO - Epoch(val) [3][5580/6282] eta: 0:00:29 time: 0.0424 data_time: 0.0022 memory: 2289 2022/08/31 06:43:12 - mmengine - INFO - Epoch(val) [3][5600/6282] eta: 0:00:30 time: 0.0450 data_time: 0.0024 memory: 2289 2022/08/31 06:43:12 - mmengine - INFO - Epoch(val) [3][5620/6282] eta: 0:00:28 time: 0.0427 data_time: 0.0024 memory: 2289 2022/08/31 06:43:13 - mmengine - INFO - Epoch(val) [3][5640/6282] eta: 0:00:28 time: 0.0448 data_time: 0.0029 memory: 2279 2022/08/31 06:43:14 - mmengine - INFO - Epoch(val) [3][5660/6282] eta: 0:00:25 time: 0.0405 data_time: 0.0025 memory: 2279 2022/08/31 06:43:15 - mmengine - INFO - Epoch(val) [3][5680/6282] eta: 0:00:23 time: 0.0392 data_time: 0.0027 memory: 2279 2022/08/31 06:43:16 - mmengine - INFO - Epoch(val) [3][5700/6282] eta: 0:00:21 time: 0.0366 data_time: 0.0019 memory: 2279 2022/08/31 06:43:16 - mmengine - INFO - Epoch(val) [3][5720/6282] eta: 0:00:22 time: 0.0404 data_time: 0.0025 memory: 2296 2022/08/31 06:43:17 - mmengine - INFO - Epoch(val) [3][5740/6282] eta: 0:00:22 time: 0.0414 data_time: 0.0028 memory: 2296 2022/08/31 06:43:18 - mmengine - INFO - Epoch(val) [3][5760/6282] eta: 0:00:23 time: 0.0441 data_time: 0.0021 memory: 2296 2022/08/31 06:43:19 - mmengine - INFO - Epoch(val) [3][5780/6282] eta: 0:00:25 time: 0.0510 data_time: 0.0028 memory: 2296 2022/08/31 06:43:20 - mmengine - INFO - Epoch(val) [3][5800/6282] eta: 0:00:24 time: 0.0507 data_time: 0.0026 memory: 2296 2022/08/31 06:43:21 - mmengine - INFO - Epoch(val) [3][5820/6282] eta: 0:00:21 time: 0.0461 data_time: 0.0024 memory: 2296 2022/08/31 06:43:22 - mmengine - INFO - Epoch(val) [3][5840/6282] eta: 0:00:19 time: 0.0444 data_time: 0.0026 memory: 2289 2022/08/31 06:43:23 - mmengine - INFO - Epoch(val) [3][5860/6282] eta: 0:00:28 time: 0.0687 data_time: 0.0028 memory: 2289 2022/08/31 06:43:24 - mmengine - INFO - Epoch(val) [3][5880/6282] eta: 0:00:17 time: 0.0425 data_time: 0.0025 memory: 2289 2022/08/31 06:43:25 - mmengine - INFO - Epoch(val) [3][5900/6282] eta: 0:00:16 time: 0.0421 data_time: 0.0022 memory: 2289 2022/08/31 06:43:26 - mmengine - INFO - Epoch(val) [3][5920/6282] eta: 0:00:15 time: 0.0415 data_time: 0.0025 memory: 2289 2022/08/31 06:43:27 - mmengine - INFO - Epoch(val) [3][5940/6282] eta: 0:00:14 time: 0.0422 data_time: 0.0029 memory: 2279 2022/08/31 06:43:28 - mmengine - INFO - Epoch(val) [3][5960/6282] eta: 0:00:12 time: 0.0392 data_time: 0.0030 memory: 2279 2022/08/31 06:43:28 - mmengine - INFO - Epoch(val) [3][5980/6282] eta: 0:00:11 time: 0.0396 data_time: 0.0028 memory: 2279 2022/08/31 06:43:29 - mmengine - INFO - Epoch(val) [3][6000/6282] eta: 0:00:12 time: 0.0452 data_time: 0.0026 memory: 2308 2022/08/31 06:43:30 - mmengine - INFO - Epoch(val) [3][6020/6282] eta: 0:00:11 time: 0.0446 data_time: 0.0023 memory: 2308 2022/08/31 06:43:31 - mmengine - INFO - Epoch(val) [3][6040/6282] eta: 0:00:09 time: 0.0392 data_time: 0.0016 memory: 2308 2022/08/31 06:43:32 - mmengine - INFO - Epoch(val) [3][6060/6282] eta: 0:00:09 time: 0.0426 data_time: 0.0021 memory: 2308 2022/08/31 06:43:33 - mmengine - INFO - Epoch(val) [3][6080/6282] eta: 0:00:08 time: 0.0418 data_time: 0.0023 memory: 2308 2022/08/31 06:43:34 - mmengine - INFO - Epoch(val) [3][6100/6282] eta: 0:00:08 time: 0.0443 data_time: 0.0020 memory: 2308 2022/08/31 06:43:35 - mmengine - INFO - Epoch(val) [3][6120/6282] eta: 0:00:08 time: 0.0526 data_time: 0.0028 memory: 2308 2022/08/31 06:43:36 - mmengine - INFO - Epoch(val) [3][6140/6282] eta: 0:00:07 time: 0.0539 data_time: 0.0021 memory: 2308 2022/08/31 06:43:37 - mmengine - INFO - Epoch(val) [3][6160/6282] eta: 0:00:09 time: 0.0791 data_time: 0.0028 memory: 2308 2022/08/31 06:43:38 - mmengine - INFO - Epoch(val) [3][6180/6282] eta: 0:00:04 time: 0.0416 data_time: 0.0017 memory: 2308 2022/08/31 06:43:39 - mmengine - INFO - Epoch(val) [3][6200/6282] eta: 0:00:02 time: 0.0321 data_time: 0.0015 memory: 2308 2022/08/31 06:43:39 - mmengine - INFO - Epoch(val) [3][6220/6282] eta: 0:00:01 time: 0.0313 data_time: 0.0014 memory: 2308 2022/08/31 06:43:40 - mmengine - INFO - Epoch(val) [3][6240/6282] eta: 0:00:01 time: 0.0300 data_time: 0.0014 memory: 2308 2022/08/31 06:43:41 - mmengine - INFO - Epoch(val) [3][6260/6282] eta: 0:00:00 time: 0.0282 data_time: 0.0013 memory: 2308 2022/08/31 06:43:41 - mmengine - INFO - Epoch(val) [3][6280/6282] eta: 0:00:00 time: 0.0351 data_time: 0.0012 memory: 2308 2022/08/31 06:49:04 - mmengine - INFO - Epoch(val) [3][6282/6282] mAP/mAP@0.5IOU: 0.2181 2022/08/31 06:49:04 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_3.pth is removed 2022/08/31 06:49:07 - mmengine - INFO - The best checkpoint with 0.2181 mAP/mAP@0.5IOU at 4 epoch is saved to best_mAP/mAP@0.5IOU_epoch_4.pth. 2022/08/31 06:49:18 - mmengine - INFO - Epoch(train) [4][20/1921] lr: 9.6276e-02 eta: 4:46:44 time: 0.5388 data_time: 0.0328 memory: 8559 grad_norm: 0.0960 recall@thr=0.5: 0.7272 prec@thr=0.5: 0.8816 recall@top3: 0.8623 prec@top3: 0.7719 recall@top5: 0.9070 prec@top5: 0.4895 loss_action_cls: 0.0420 loss: 0.0420 2022/08/31 06:49:28 - mmengine - INFO - Epoch(train) [4][40/1921] lr: 9.6557e-02 eta: 4:46:32 time: 0.5056 data_time: 0.0158 memory: 8568 grad_norm: 0.0982 recall@thr=0.5: 0.7074 prec@thr=0.5: 0.7593 recall@top3: 0.7804 prec@top3: 0.6667 recall@top5: 0.9007 prec@top5: 0.4800 loss_action_cls: 0.0402 loss: 0.0402 2022/08/31 06:49:39 - mmengine - INFO - Epoch(train) [4][60/1921] lr: 9.6838e-02 eta: 4:46:22 time: 0.5349 data_time: 0.0186 memory: 8552 grad_norm: 0.0941 recall@thr=0.5: 0.7450 prec@thr=0.5: 0.7849 recall@top3: 0.8554 prec@top3: 0.5814 recall@top5: 0.9035 prec@top5: 0.3814 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 06:49:49 - mmengine - INFO - Epoch(train) [4][80/1921] lr: 9.7119e-02 eta: 4:46:08 time: 0.4991 data_time: 0.0151 memory: 8585 grad_norm: 0.0987 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.7284 recall@top3: 0.8426 prec@top3: 0.6543 recall@top5: 0.9537 prec@top5: 0.4296 loss_action_cls: 0.0396 loss: 0.0396 2022/08/31 06:49:59 - mmengine - INFO - Epoch(train) [4][100/1921] lr: 9.7400e-02 eta: 4:45:56 time: 0.5112 data_time: 0.0175 memory: 8629 grad_norm: 0.1009 recall@thr=0.5: 0.7056 prec@thr=0.5: 0.9083 recall@top3: 0.8389 prec@top3: 0.7444 recall@top5: 0.9472 prec@top5: 0.5200 loss_action_cls: 0.0424 loss: 0.0424 2022/08/31 06:50:09 - mmengine - INFO - Epoch(train) [4][120/1921] lr: 9.7681e-02 eta: 4:45:42 time: 0.4954 data_time: 0.0168 memory: 8637 grad_norm: 0.0972 recall@thr=0.5: 0.6276 prec@thr=0.5: 0.8151 recall@top3: 0.7396 prec@top3: 0.6771 recall@top5: 0.9375 prec@top5: 0.5187 loss_action_cls: 0.0398 loss: 0.0398 2022/08/31 06:50:19 - mmengine - INFO - Epoch(train) [4][140/1921] lr: 9.7962e-02 eta: 4:45:29 time: 0.5099 data_time: 0.0172 memory: 8508 grad_norm: 0.0935 recall@thr=0.5: 0.8679 prec@thr=0.5: 0.9043 recall@top3: 0.9111 prec@top3: 0.6790 recall@top5: 0.9630 prec@top5: 0.4444 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 06:50:30 - mmengine - INFO - Epoch(train) [4][160/1921] lr: 9.8243e-02 eta: 4:45:20 time: 0.5334 data_time: 0.0151 memory: 8508 grad_norm: 0.0978 recall@thr=0.5: 0.6846 prec@thr=0.5: 0.8184 recall@top3: 0.7706 prec@top3: 0.6491 recall@top5: 0.8754 prec@top5: 0.4474 loss_action_cls: 0.0416 loss: 0.0416 2022/08/31 06:50:40 - mmengine - INFO - Epoch(train) [4][180/1921] lr: 9.8525e-02 eta: 4:45:09 time: 0.5291 data_time: 0.0194 memory: 8714 grad_norm: 0.1004 recall@thr=0.5: 0.5944 prec@thr=0.5: 0.7422 recall@top3: 0.8778 prec@top3: 0.7556 recall@top5: 0.9667 prec@top5: 0.5067 loss_action_cls: 0.0434 loss: 0.0434 2022/08/31 06:50:50 - mmengine - INFO - Epoch(train) [4][200/1921] lr: 9.8806e-02 eta: 4:44:56 time: 0.5051 data_time: 0.0163 memory: 8491 grad_norm: 0.1003 recall@thr=0.5: 0.5299 prec@thr=0.5: 0.6624 recall@top3: 0.7179 prec@top3: 0.5897 recall@top5: 0.9124 prec@top5: 0.4462 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 06:51:01 - mmengine - INFO - Epoch(train) [4][220/1921] lr: 9.9087e-02 eta: 4:44:45 time: 0.5155 data_time: 0.0182 memory: 8612 grad_norm: 0.0987 recall@thr=0.5: 0.6115 prec@thr=0.5: 0.8255 recall@top3: 0.7203 prec@top3: 0.7396 recall@top5: 0.9214 prec@top5: 0.5687 loss_action_cls: 0.0394 loss: 0.0394 2022/08/31 06:51:09 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 06:51:10 - mmengine - INFO - Epoch(train) [4][240/1921] lr: 9.9368e-02 eta: 4:44:30 time: 0.4906 data_time: 0.0232 memory: 8491 grad_norm: 0.1006 recall@thr=0.5: 0.7748 prec@thr=0.5: 0.9103 recall@top3: 0.8658 prec@top3: 0.6496 recall@top5: 0.9936 prec@top5: 0.4718 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 06:51:21 - mmengine - INFO - Epoch(train) [4][260/1921] lr: 9.9649e-02 eta: 4:44:21 time: 0.5395 data_time: 0.0177 memory: 8594 grad_norm: 0.1012 recall@thr=0.5: 0.7450 prec@thr=0.5: 0.6070 recall@top3: 0.7750 prec@top3: 0.5400 recall@top5: 0.9150 prec@top5: 0.4040 loss_action_cls: 0.0408 loss: 0.0408 2022/08/31 06:51:31 - mmengine - INFO - Epoch(train) [4][280/1921] lr: 9.9930e-02 eta: 4:44:07 time: 0.4888 data_time: 0.0229 memory: 8491 grad_norm: 0.0964 recall@thr=0.5: 0.7069 prec@thr=0.5: 0.8132 recall@top3: 0.7385 prec@top3: 0.6092 recall@top5: 0.9080 prec@top5: 0.4552 loss_action_cls: 0.0417 loss: 0.0417 2022/08/31 06:51:42 - mmengine - INFO - Epoch(train) [4][300/1921] lr: 1.0021e-01 eta: 4:43:57 time: 0.5335 data_time: 0.0216 memory: 8542 grad_norm: 0.0942 recall@thr=0.5: 0.5604 prec@thr=0.5: 0.7208 recall@top3: 0.6833 prec@top3: 0.6083 recall@top5: 0.9000 prec@top5: 0.5000 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 06:51:52 - mmengine - INFO - Epoch(train) [4][320/1921] lr: 1.0049e-01 eta: 4:43:44 time: 0.5084 data_time: 0.0228 memory: 8577 grad_norm: 0.0997 recall@thr=0.5: 0.5631 prec@thr=0.5: 0.7172 recall@top3: 0.6818 prec@top3: 0.5657 recall@top5: 0.8939 prec@top5: 0.4606 loss_action_cls: 0.0406 loss: 0.0406 2022/08/31 06:52:02 - mmengine - INFO - Epoch(train) [4][340/1921] lr: 1.0077e-01 eta: 4:43:33 time: 0.5241 data_time: 0.0239 memory: 8491 grad_norm: 0.0956 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8452 recall@top3: 0.8601 prec@top3: 0.6905 recall@top5: 0.9673 prec@top5: 0.4643 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 06:52:13 - mmengine - INFO - Epoch(train) [4][360/1921] lr: 1.0105e-01 eta: 4:43:22 time: 0.5201 data_time: 0.0194 memory: 8696 grad_norm: 0.0965 recall@thr=0.5: 0.5547 prec@thr=0.5: 0.6242 recall@top3: 0.6648 prec@top3: 0.5346 recall@top5: 0.8591 prec@top5: 0.4264 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 06:52:23 - mmengine - INFO - Epoch(train) [4][380/1921] lr: 1.0134e-01 eta: 4:43:09 time: 0.5046 data_time: 0.0178 memory: 8552 grad_norm: 0.0955 recall@thr=0.5: 0.6552 prec@thr=0.5: 0.7701 recall@top3: 0.8621 prec@top3: 0.7701 recall@top5: 0.9598 prec@top5: 0.5172 loss_action_cls: 0.0407 loss: 0.0407 2022/08/31 06:52:33 - mmengine - INFO - Epoch(train) [4][400/1921] lr: 1.0162e-01 eta: 4:42:59 time: 0.5229 data_time: 0.0197 memory: 8526 grad_norm: 0.0923 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8546 recall@top3: 0.8264 prec@top3: 0.7315 recall@top5: 0.9769 prec@top5: 0.5333 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 06:52:44 - mmengine - INFO - Epoch(train) [4][420/1921] lr: 1.0190e-01 eta: 4:42:48 time: 0.5248 data_time: 0.0224 memory: 8637 grad_norm: 0.0949 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.7411 recall@top3: 0.8161 prec@top3: 0.7143 recall@top5: 0.9482 prec@top5: 0.5143 loss_action_cls: 0.0395 loss: 0.0395 2022/08/31 06:52:54 - mmengine - INFO - Epoch(train) [4][440/1921] lr: 1.0218e-01 eta: 4:42:36 time: 0.5171 data_time: 0.0210 memory: 8612 grad_norm: 0.0982 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.7969 recall@top3: 0.8255 prec@top3: 0.5417 recall@top5: 0.9167 prec@top5: 0.3750 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 06:53:04 - mmengine - INFO - Epoch(train) [4][460/1921] lr: 1.0246e-01 eta: 4:42:23 time: 0.4952 data_time: 0.0170 memory: 8526 grad_norm: 0.0971 recall@thr=0.5: 0.6952 prec@thr=0.5: 0.7018 recall@top3: 0.7741 prec@top3: 0.5965 recall@top5: 0.9276 prec@top5: 0.4474 loss_action_cls: 0.0411 loss: 0.0411 2022/08/31 06:53:14 - mmengine - INFO - Epoch(train) [4][480/1921] lr: 1.0274e-01 eta: 4:42:11 time: 0.5157 data_time: 0.0197 memory: 8517 grad_norm: 0.0964 recall@thr=0.5: 0.5619 prec@thr=0.5: 0.6833 recall@top3: 0.7000 prec@top3: 0.5429 recall@top5: 0.9071 prec@top5: 0.4286 loss_action_cls: 0.0422 loss: 0.0422 2022/08/31 06:53:25 - mmengine - INFO - Epoch(train) [4][500/1921] lr: 1.0302e-01 eta: 4:42:01 time: 0.5354 data_time: 0.0188 memory: 8740 grad_norm: 0.0918 recall@thr=0.5: 0.5367 prec@thr=0.5: 0.5917 recall@top3: 0.6500 prec@top3: 0.5400 recall@top5: 0.8583 prec@top5: 0.4360 loss_action_cls: 0.0400 loss: 0.0400 2022/08/31 06:53:35 - mmengine - INFO - Epoch(train) [4][520/1921] lr: 1.0330e-01 eta: 4:41:50 time: 0.5193 data_time: 0.0201 memory: 8491 grad_norm: 0.0983 recall@thr=0.5: 0.4816 prec@thr=0.5: 0.5263 recall@top3: 0.6539 prec@top3: 0.5439 recall@top5: 0.7820 prec@top5: 0.4158 loss_action_cls: 0.0439 loss: 0.0439 2022/08/31 06:53:46 - mmengine - INFO - Epoch(train) [4][540/1921] lr: 1.0358e-01 eta: 4:41:40 time: 0.5338 data_time: 0.0238 memory: 8474 grad_norm: 0.0985 recall@thr=0.5: 0.5901 prec@thr=0.5: 0.7883 recall@top3: 0.7905 prec@top3: 0.6847 recall@top5: 0.9302 prec@top5: 0.4973 loss_action_cls: 0.0382 loss: 0.0382 2022/08/31 06:53:56 - mmengine - INFO - Epoch(train) [4][560/1921] lr: 1.0387e-01 eta: 4:41:30 time: 0.5226 data_time: 0.0217 memory: 8552 grad_norm: 0.0958 recall@thr=0.5: 0.6789 prec@thr=0.5: 0.7328 recall@top3: 0.7451 prec@top3: 0.6667 recall@top5: 0.9118 prec@top5: 0.5000 loss_action_cls: 0.0375 loss: 0.0375 2022/08/31 06:54:06 - mmengine - INFO - Epoch(train) [4][580/1921] lr: 1.0415e-01 eta: 4:41:16 time: 0.4920 data_time: 0.0192 memory: 8552 grad_norm: 0.0958 recall@thr=0.5: 0.7793 prec@thr=0.5: 0.8356 recall@top3: 0.8806 prec@top3: 0.7748 recall@top5: 0.9865 prec@top5: 0.5297 loss_action_cls: 0.0417 loss: 0.0417 2022/08/31 06:54:16 - mmengine - INFO - Epoch(train) [4][600/1921] lr: 1.0443e-01 eta: 4:41:03 time: 0.5087 data_time: 0.0185 memory: 8542 grad_norm: 0.0940 recall@thr=0.5: 0.6261 prec@thr=0.5: 0.7455 recall@top3: 0.7140 prec@top3: 0.6937 recall@top5: 0.9189 prec@top5: 0.5514 loss_action_cls: 0.0411 loss: 0.0411 2022/08/31 06:54:27 - mmengine - INFO - Epoch(train) [4][620/1921] lr: 1.0471e-01 eta: 4:40:51 time: 0.5096 data_time: 0.0199 memory: 8526 grad_norm: 0.0968 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.7569 recall@top3: 0.8194 prec@top3: 0.5972 recall@top5: 1.0000 prec@top5: 0.4250 loss_action_cls: 0.0417 loss: 0.0417 2022/08/31 06:54:37 - mmengine - INFO - Epoch(train) [4][640/1921] lr: 1.0499e-01 eta: 4:40:40 time: 0.5202 data_time: 0.0259 memory: 8612 grad_norm: 0.0967 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.9130 recall@top3: 0.8667 prec@top3: 0.7704 recall@top5: 0.9667 prec@top5: 0.5289 loss_action_cls: 0.0396 loss: 0.0396 2022/08/31 06:54:48 - mmengine - INFO - Epoch(train) [4][660/1921] lr: 1.0527e-01 eta: 4:40:29 time: 0.5228 data_time: 0.0182 memory: 8491 grad_norm: 0.0966 recall@thr=0.5: 0.6766 prec@thr=0.5: 0.6806 recall@top3: 0.7508 prec@top3: 0.6429 recall@top5: 0.9079 prec@top5: 0.4762 loss_action_cls: 0.0421 loss: 0.0421 2022/08/31 06:54:58 - mmengine - INFO - Epoch(train) [4][680/1921] lr: 1.0555e-01 eta: 4:40:16 time: 0.4995 data_time: 0.0248 memory: 8491 grad_norm: 0.0950 recall@thr=0.5: 0.7020 prec@thr=0.5: 0.8687 recall@top3: 0.7576 prec@top3: 0.7172 recall@top5: 0.9167 prec@top5: 0.5152 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 06:55:09 - mmengine - INFO - Epoch(train) [4][700/1921] lr: 1.0583e-01 eta: 4:40:08 time: 0.5518 data_time: 0.0142 memory: 8662 grad_norm: 0.0942 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7333 recall@top3: 0.8433 prec@top3: 0.6267 recall@top5: 0.9000 prec@top5: 0.4080 loss_action_cls: 0.0389 loss: 0.0389 2022/08/31 06:55:19 - mmengine - INFO - Epoch(train) [4][720/1921] lr: 1.0612e-01 eta: 4:39:57 time: 0.5169 data_time: 0.0206 memory: 8679 grad_norm: 0.0970 recall@thr=0.5: 0.5196 prec@thr=0.5: 0.7353 recall@top3: 0.7132 prec@top3: 0.6765 recall@top5: 0.8799 prec@top5: 0.5118 loss_action_cls: 0.0403 loss: 0.0403 2022/08/31 06:55:29 - mmengine - INFO - Epoch(train) [4][740/1921] lr: 1.0640e-01 eta: 4:39:43 time: 0.4928 data_time: 0.0172 memory: 8637 grad_norm: 0.0983 recall@thr=0.5: 0.7734 prec@thr=0.5: 0.7698 recall@top3: 0.8438 prec@top3: 0.7083 recall@top5: 0.9792 prec@top5: 0.5062 loss_action_cls: 0.0410 loss: 0.0410 2022/08/31 06:55:39 - mmengine - INFO - Epoch(train) [4][760/1921] lr: 1.0668e-01 eta: 4:39:31 time: 0.5115 data_time: 0.0166 memory: 8552 grad_norm: 0.0937 recall@thr=0.5: 0.5951 prec@thr=0.5: 0.7967 recall@top3: 0.7972 prec@top3: 0.6992 recall@top5: 0.9268 prec@top5: 0.5024 loss_action_cls: 0.0405 loss: 0.0405 2022/08/31 06:55:49 - mmengine - INFO - Epoch(train) [4][780/1921] lr: 1.0696e-01 eta: 4:39:18 time: 0.4991 data_time: 0.0169 memory: 8645 grad_norm: 0.0915 recall@thr=0.5: 0.6028 prec@thr=0.5: 0.7167 recall@top3: 0.7944 prec@top3: 0.6333 recall@top5: 0.8889 prec@top5: 0.4400 loss_action_cls: 0.0378 loss: 0.0378 2022/08/31 06:55:59 - mmengine - INFO - Epoch(train) [4][800/1921] lr: 1.0724e-01 eta: 4:39:07 time: 0.5224 data_time: 0.0197 memory: 8526 grad_norm: 0.0923 recall@thr=0.5: 0.7016 prec@thr=0.5: 0.7521 recall@top3: 0.7734 prec@top3: 0.5937 recall@top5: 0.8995 prec@top5: 0.4437 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 06:56:10 - mmengine - INFO - Epoch(train) [4][820/1921] lr: 1.0752e-01 eta: 4:38:56 time: 0.5171 data_time: 0.0190 memory: 8594 grad_norm: 0.0968 recall@thr=0.5: 0.6156 prec@thr=0.5: 0.8065 recall@top3: 0.7430 prec@top3: 0.6667 recall@top5: 0.8903 prec@top5: 0.4839 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 06:56:20 - mmengine - INFO - Epoch(train) [4][840/1921] lr: 1.0780e-01 eta: 4:38:43 time: 0.5002 data_time: 0.0219 memory: 8559 grad_norm: 0.0918 recall@thr=0.5: 0.7572 prec@thr=0.5: 0.7283 recall@top3: 0.8043 prec@top3: 0.5580 recall@top5: 0.9275 prec@top5: 0.3870 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 06:56:30 - mmengine - INFO - Epoch(train) [4][860/1921] lr: 1.0808e-01 eta: 4:38:32 time: 0.5232 data_time: 0.0149 memory: 8542 grad_norm: 0.0935 recall@thr=0.5: 0.6578 prec@thr=0.5: 0.7525 recall@top3: 0.8196 prec@top3: 0.6961 recall@top5: 0.9461 prec@top5: 0.4941 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 06:56:40 - mmengine - INFO - Epoch(train) [4][880/1921] lr: 1.0836e-01 eta: 4:38:18 time: 0.4919 data_time: 0.0193 memory: 8526 grad_norm: 0.0972 recall@thr=0.5: 0.6689 prec@thr=0.5: 0.7278 recall@top3: 0.7017 prec@top3: 0.6778 recall@top5: 0.8372 prec@top5: 0.5000 loss_action_cls: 0.0399 loss: 0.0399 2022/08/31 06:56:50 - mmengine - INFO - Epoch(train) [4][900/1921] lr: 1.0865e-01 eta: 4:38:06 time: 0.5102 data_time: 0.0146 memory: 8577 grad_norm: 0.0922 recall@thr=0.5: 0.6938 prec@thr=0.5: 0.7422 recall@top3: 0.7558 prec@top3: 0.6589 recall@top5: 0.9380 prec@top5: 0.5070 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 06:57:01 - mmengine - INFO - Epoch(train) [4][920/1921] lr: 1.0893e-01 eta: 4:37:55 time: 0.5128 data_time: 0.0207 memory: 8568 grad_norm: 0.0948 recall@thr=0.5: 0.6492 prec@thr=0.5: 0.7868 recall@top3: 0.7984 prec@top3: 0.7519 recall@top5: 0.9341 prec@top5: 0.5349 loss_action_cls: 0.0403 loss: 0.0403 2022/08/31 06:57:10 - mmengine - INFO - Epoch(train) [4][940/1921] lr: 1.0921e-01 eta: 4:37:41 time: 0.4925 data_time: 0.0170 memory: 8594 grad_norm: 0.1028 recall@thr=0.5: 0.7688 prec@thr=0.5: 0.8844 recall@top3: 0.8360 prec@top3: 0.7204 recall@top5: 0.9704 prec@top5: 0.5032 loss_action_cls: 0.0395 loss: 0.0395 2022/08/31 06:57:21 - mmengine - INFO - Epoch(train) [4][960/1921] lr: 1.0949e-01 eta: 4:37:30 time: 0.5252 data_time: 0.0169 memory: 8491 grad_norm: 0.0943 recall@thr=0.5: 0.6398 prec@thr=0.5: 0.8333 recall@top3: 0.8091 prec@top3: 0.5806 recall@top5: 0.9301 prec@top5: 0.4194 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 06:57:31 - mmengine - INFO - Epoch(train) [4][980/1921] lr: 1.0977e-01 eta: 4:37:18 time: 0.5029 data_time: 0.0207 memory: 8534 grad_norm: 0.0924 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.8506 recall@top3: 0.7374 prec@top3: 0.7126 recall@top5: 0.9006 prec@top5: 0.5379 loss_action_cls: 0.0399 loss: 0.0399 2022/08/31 06:57:41 - mmengine - INFO - Epoch(train) [4][1000/1921] lr: 1.1005e-01 eta: 4:37:06 time: 0.5132 data_time: 0.0207 memory: 8552 grad_norm: 0.0910 recall@thr=0.5: 0.6524 prec@thr=0.5: 0.7000 recall@top3: 0.8238 prec@top3: 0.5524 recall@top5: 0.9333 prec@top5: 0.3886 loss_action_cls: 0.0385 loss: 0.0385 2022/08/31 06:57:51 - mmengine - INFO - Epoch(train) [4][1020/1921] lr: 1.1033e-01 eta: 4:36:52 time: 0.4889 data_time: 0.0201 memory: 8534 grad_norm: 0.0934 recall@thr=0.5: 0.6049 prec@thr=0.5: 0.7136 recall@top3: 0.9012 prec@top3: 0.7284 recall@top5: 0.9877 prec@top5: 0.4889 loss_action_cls: 0.0390 loss: 0.0390 2022/08/31 06:58:02 - mmengine - INFO - Epoch(train) [4][1040/1921] lr: 1.1061e-01 eta: 4:36:43 time: 0.5408 data_time: 0.0198 memory: 8577 grad_norm: 0.0939 recall@thr=0.5: 0.7114 prec@thr=0.5: 0.7598 recall@top3: 0.7683 prec@top3: 0.7398 recall@top5: 0.9715 prec@top5: 0.5707 loss_action_cls: 0.0398 loss: 0.0398 2022/08/31 06:58:12 - mmengine - INFO - Epoch(train) [4][1060/1921] lr: 1.1089e-01 eta: 4:36:32 time: 0.5180 data_time: 0.0233 memory: 8474 grad_norm: 0.0972 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6488 recall@top3: 0.6905 prec@top3: 0.5833 recall@top5: 0.9554 prec@top5: 0.5000 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 06:58:22 - mmengine - INFO - Epoch(train) [4][1080/1921] lr: 1.1118e-01 eta: 4:36:18 time: 0.4894 data_time: 0.0216 memory: 8482 grad_norm: 0.0964 recall@thr=0.5: 0.6894 prec@thr=0.5: 0.7593 recall@top3: 0.8546 prec@top3: 0.6481 recall@top5: 0.8972 prec@top5: 0.4222 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 06:58:33 - mmengine - INFO - Epoch(train) [4][1100/1921] lr: 1.1146e-01 eta: 4:36:08 time: 0.5298 data_time: 0.0191 memory: 8577 grad_norm: 0.0946 recall@thr=0.5: 0.7542 prec@thr=0.5: 0.8333 recall@top3: 0.7833 prec@top3: 0.7500 recall@top5: 0.9125 prec@top5: 0.5250 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 06:58:43 - mmengine - INFO - Epoch(train) [4][1120/1921] lr: 1.1174e-01 eta: 4:35:55 time: 0.5005 data_time: 0.0197 memory: 8620 grad_norm: 0.0952 recall@thr=0.5: 0.5662 prec@thr=0.5: 0.6624 recall@top3: 0.6453 prec@top3: 0.5641 recall@top5: 0.7906 prec@top5: 0.4205 loss_action_cls: 0.0413 loss: 0.0413 2022/08/31 06:58:53 - mmengine - INFO - Epoch(train) [4][1140/1921] lr: 1.1202e-01 eta: 4:35:44 time: 0.5197 data_time: 0.0180 memory: 8517 grad_norm: 0.0908 recall@thr=0.5: 0.5828 prec@thr=0.5: 0.7644 recall@top3: 0.7233 prec@top3: 0.6667 recall@top5: 0.9172 prec@top5: 0.5333 loss_action_cls: 0.0390 loss: 0.0390 2022/08/31 06:59:03 - mmengine - INFO - Epoch(train) [4][1160/1921] lr: 1.1230e-01 eta: 4:35:34 time: 0.5268 data_time: 0.0228 memory: 8526 grad_norm: 0.0933 recall@thr=0.5: 0.6579 prec@thr=0.5: 0.6623 recall@top3: 0.7917 prec@top3: 0.6316 recall@top5: 0.9211 prec@top5: 0.4474 loss_action_cls: 0.0405 loss: 0.0405 2022/08/31 06:59:14 - mmengine - INFO - Epoch(train) [4][1180/1921] lr: 1.1258e-01 eta: 4:35:23 time: 0.5195 data_time: 0.0215 memory: 8629 grad_norm: 0.0907 recall@thr=0.5: 0.7323 prec@thr=0.5: 0.7551 recall@top3: 0.8460 prec@top3: 0.6566 recall@top5: 0.9141 prec@top5: 0.4364 loss_action_cls: 0.0398 loss: 0.0398 2022/08/31 06:59:24 - mmengine - INFO - Epoch(train) [4][1200/1921] lr: 1.1286e-01 eta: 4:35:13 time: 0.5278 data_time: 0.0299 memory: 8559 grad_norm: 0.0900 recall@thr=0.5: 0.6033 prec@thr=0.5: 0.7056 recall@top3: 0.7917 prec@top3: 0.6444 recall@top5: 0.9100 prec@top5: 0.4667 loss_action_cls: 0.0400 loss: 0.0400 2022/08/31 06:59:35 - mmengine - INFO - Epoch(train) [4][1220/1921] lr: 1.1314e-01 eta: 4:35:03 time: 0.5300 data_time: 0.0193 memory: 8568 grad_norm: 0.0905 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.8214 recall@top3: 0.8667 prec@top3: 0.7524 recall@top5: 0.9619 prec@top5: 0.5086 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 06:59:44 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 06:59:46 - mmengine - INFO - Epoch(train) [4][1240/1921] lr: 1.1342e-01 eta: 4:34:53 time: 0.5299 data_time: 0.0200 memory: 8534 grad_norm: 0.0892 recall@thr=0.5: 0.8283 prec@thr=0.5: 0.8182 recall@top3: 0.8535 prec@top3: 0.6364 recall@top5: 0.9242 prec@top5: 0.4242 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 06:59:56 - mmengine - INFO - Epoch(train) [4][1260/1921] lr: 1.1371e-01 eta: 4:34:43 time: 0.5305 data_time: 0.0170 memory: 8629 grad_norm: 0.0943 recall@thr=0.5: 0.6631 prec@thr=0.5: 0.7872 recall@top3: 0.7766 prec@top3: 0.6596 recall@top5: 0.9344 prec@top5: 0.4681 loss_action_cls: 0.0394 loss: 0.0394 2022/08/31 07:00:06 - mmengine - INFO - Epoch(train) [4][1280/1921] lr: 1.1399e-01 eta: 4:34:31 time: 0.5100 data_time: 0.0214 memory: 8517 grad_norm: 0.0970 recall@thr=0.5: 0.6559 prec@thr=0.5: 0.6667 recall@top3: 0.7796 prec@top3: 0.6129 recall@top5: 0.8898 prec@top5: 0.4258 loss_action_cls: 0.0407 loss: 0.0407 2022/08/31 07:00:17 - mmengine - INFO - Epoch(train) [4][1300/1921] lr: 1.1427e-01 eta: 4:34:19 time: 0.5056 data_time: 0.0162 memory: 8594 grad_norm: 0.0921 recall@thr=0.5: 0.7807 prec@thr=0.5: 0.8596 recall@top3: 0.7895 prec@top3: 0.8070 recall@top5: 0.9496 prec@top5: 0.6000 loss_action_cls: 0.0413 loss: 0.0413 2022/08/31 07:00:27 - mmengine - INFO - Epoch(train) [4][1320/1921] lr: 1.1455e-01 eta: 4:34:08 time: 0.5249 data_time: 0.0221 memory: 8534 grad_norm: 0.0933 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.6618 recall@top3: 0.7917 prec@top3: 0.6176 recall@top5: 0.8946 prec@top5: 0.4294 loss_action_cls: 0.0432 loss: 0.0432 2022/08/31 07:00:37 - mmengine - INFO - Epoch(train) [4][1340/1921] lr: 1.1483e-01 eta: 4:33:55 time: 0.4965 data_time: 0.0168 memory: 8500 grad_norm: 0.0989 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7562 recall@top3: 0.7854 prec@top3: 0.6833 recall@top5: 0.9208 prec@top5: 0.4900 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 07:00:48 - mmengine - INFO - Epoch(train) [4][1360/1921] lr: 1.1511e-01 eta: 4:33:45 time: 0.5268 data_time: 0.0342 memory: 8542 grad_norm: 0.0905 recall@thr=0.5: 0.6552 prec@thr=0.5: 0.7069 recall@top3: 0.8678 prec@top3: 0.6322 recall@top5: 1.0000 prec@top5: 0.4414 loss_action_cls: 0.0411 loss: 0.0411 2022/08/31 07:00:57 - mmengine - INFO - Epoch(train) [4][1380/1921] lr: 1.1539e-01 eta: 4:33:32 time: 0.4967 data_time: 0.0160 memory: 8559 grad_norm: 0.0944 recall@thr=0.5: 0.7768 prec@thr=0.5: 0.8601 recall@top3: 0.8512 prec@top3: 0.7143 recall@top5: 0.9762 prec@top5: 0.4714 loss_action_cls: 0.0406 loss: 0.0406 2022/08/31 07:01:08 - mmengine - INFO - Epoch(train) [4][1400/1921] lr: 1.1567e-01 eta: 4:33:21 time: 0.5180 data_time: 0.0230 memory: 8517 grad_norm: 0.0968 recall@thr=0.5: 0.6162 prec@thr=0.5: 0.6802 recall@top3: 0.6973 prec@top3: 0.5405 recall@top5: 0.8297 prec@top5: 0.4108 loss_action_cls: 0.0424 loss: 0.0424 2022/08/31 07:01:18 - mmengine - INFO - Epoch(train) [4][1420/1921] lr: 1.1595e-01 eta: 4:33:08 time: 0.5020 data_time: 0.0179 memory: 8552 grad_norm: 0.0898 recall@thr=0.5: 0.7635 prec@thr=0.5: 0.8288 recall@top3: 0.8694 prec@top3: 0.6937 recall@top5: 0.9865 prec@top5: 0.4919 loss_action_cls: 0.0376 loss: 0.0376 2022/08/31 07:01:28 - mmengine - INFO - Epoch(train) [4][1440/1921] lr: 1.1624e-01 eta: 4:32:58 time: 0.5252 data_time: 0.0198 memory: 8534 grad_norm: 0.0902 recall@thr=0.5: 0.6026 prec@thr=0.5: 0.6510 recall@top3: 0.7125 prec@top3: 0.6042 recall@top5: 0.8766 prec@top5: 0.4812 loss_action_cls: 0.0392 loss: 0.0392 2022/08/31 07:01:39 - mmengine - INFO - Epoch(train) [4][1460/1921] lr: 1.1652e-01 eta: 4:32:47 time: 0.5211 data_time: 0.0165 memory: 8645 grad_norm: 0.0956 recall@thr=0.5: 0.6022 prec@thr=0.5: 0.6774 recall@top3: 0.7473 prec@top3: 0.4516 recall@top5: 0.8441 prec@top5: 0.3097 loss_action_cls: 0.0421 loss: 0.0421 2022/08/31 07:01:49 - mmengine - INFO - Epoch(train) [4][1480/1921] lr: 1.1680e-01 eta: 4:32:37 time: 0.5267 data_time: 0.0223 memory: 8637 grad_norm: 0.0942 recall@thr=0.5: 0.6688 prec@thr=0.5: 0.8312 recall@top3: 0.7178 prec@top3: 0.7464 recall@top5: 0.9087 prec@top5: 0.5913 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 07:01:59 - mmengine - INFO - Epoch(train) [4][1500/1921] lr: 1.1708e-01 eta: 4:32:24 time: 0.4941 data_time: 0.0153 memory: 8542 grad_norm: 0.0933 recall@thr=0.5: 0.6204 prec@thr=0.5: 0.7901 recall@top3: 0.6975 prec@top3: 0.6543 recall@top5: 0.8210 prec@top5: 0.4741 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 07:02:10 - mmengine - INFO - Epoch(train) [4][1520/1921] lr: 1.1736e-01 eta: 4:32:14 time: 0.5288 data_time: 0.0201 memory: 8500 grad_norm: 0.0921 recall@thr=0.5: 0.6897 prec@thr=0.5: 0.7874 recall@top3: 0.7644 prec@top3: 0.5517 recall@top5: 0.9138 prec@top5: 0.4000 loss_action_cls: 0.0411 loss: 0.0411 2022/08/31 07:02:19 - mmengine - INFO - Epoch(train) [4][1540/1921] lr: 1.1764e-01 eta: 4:32:00 time: 0.4846 data_time: 0.0161 memory: 8465 grad_norm: 0.0936 recall@thr=0.5: 0.6548 prec@thr=0.5: 0.6976 recall@top3: 0.7762 prec@top3: 0.6095 recall@top5: 0.9571 prec@top5: 0.4571 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 07:02:30 - mmengine - INFO - Epoch(train) [4][1560/1921] lr: 1.1792e-01 eta: 4:31:49 time: 0.5263 data_time: 0.0188 memory: 8517 grad_norm: 0.0911 recall@thr=0.5: 0.7095 prec@thr=0.5: 0.7643 recall@top3: 0.8167 prec@top3: 0.6381 recall@top5: 0.9190 prec@top5: 0.4343 loss_action_cls: 0.0403 loss: 0.0403 2022/08/31 07:02:40 - mmengine - INFO - Epoch(train) [4][1580/1921] lr: 1.1820e-01 eta: 4:31:36 time: 0.4928 data_time: 0.0164 memory: 8508 grad_norm: 0.0948 recall@thr=0.5: 0.6338 prec@thr=0.5: 0.6623 recall@top3: 0.7127 prec@top3: 0.5614 recall@top5: 0.9189 prec@top5: 0.4421 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 07:02:50 - mmengine - INFO - Epoch(train) [4][1600/1921] lr: 1.1849e-01 eta: 4:31:26 time: 0.5223 data_time: 0.0203 memory: 8559 grad_norm: 0.0915 recall@thr=0.5: 0.7097 prec@thr=0.5: 0.7667 recall@top3: 0.8495 prec@top3: 0.7742 recall@top5: 1.0000 prec@top5: 0.5677 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 07:03:00 - mmengine - INFO - Epoch(train) [4][1620/1921] lr: 1.1877e-01 eta: 4:31:13 time: 0.4973 data_time: 0.0156 memory: 8602 grad_norm: 0.0960 recall@thr=0.5: 0.7156 prec@thr=0.5: 0.9062 recall@top3: 0.8255 prec@top3: 0.7604 recall@top5: 0.9797 prec@top5: 0.5625 loss_action_cls: 0.0397 loss: 0.0397 2022/08/31 07:03:11 - mmengine - INFO - Epoch(train) [4][1640/1921] lr: 1.1905e-01 eta: 4:31:02 time: 0.5181 data_time: 0.0153 memory: 8517 grad_norm: 0.0926 recall@thr=0.5: 0.7230 prec@thr=0.5: 0.7725 recall@top3: 0.7794 prec@top3: 0.6961 recall@top5: 0.8912 prec@top5: 0.5000 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 07:03:21 - mmengine - INFO - Epoch(train) [4][1660/1921] lr: 1.1933e-01 eta: 4:30:50 time: 0.5080 data_time: 0.0185 memory: 8679 grad_norm: 0.0869 recall@thr=0.5: 0.7339 prec@thr=0.5: 0.7833 recall@top3: 0.8539 prec@top3: 0.6444 recall@top5: 0.9778 prec@top5: 0.4667 loss_action_cls: 0.0375 loss: 0.0375 2022/08/31 07:03:31 - mmengine - INFO - Epoch(train) [4][1680/1921] lr: 1.1961e-01 eta: 4:30:38 time: 0.5111 data_time: 0.0163 memory: 8568 grad_norm: 0.0928 recall@thr=0.5: 0.7368 prec@thr=0.5: 0.8640 recall@top3: 0.8224 prec@top3: 0.7456 recall@top5: 0.9276 prec@top5: 0.5211 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 07:03:42 - mmengine - INFO - Epoch(train) [4][1700/1921] lr: 1.1989e-01 eta: 4:30:28 time: 0.5275 data_time: 0.0172 memory: 8517 grad_norm: 0.0926 recall@thr=0.5: 0.7468 prec@thr=0.5: 0.8457 recall@top3: 0.7720 prec@top3: 0.7634 recall@top5: 0.8919 prec@top5: 0.5548 loss_action_cls: 0.0381 loss: 0.0381 2022/08/31 07:03:51 - mmengine - INFO - Epoch(train) [4][1720/1921] lr: 1.2017e-01 eta: 4:30:15 time: 0.4961 data_time: 0.0166 memory: 8594 grad_norm: 0.0881 recall@thr=0.5: 0.6481 prec@thr=0.5: 0.7284 recall@top3: 0.8889 prec@top3: 0.5926 recall@top5: 0.9383 prec@top5: 0.3852 loss_action_cls: 0.0382 loss: 0.0382 2022/08/31 07:04:02 - mmengine - INFO - Epoch(train) [4][1740/1921] lr: 1.2045e-01 eta: 4:30:05 time: 0.5229 data_time: 0.0148 memory: 8482 grad_norm: 0.0969 recall@thr=0.5: 0.8137 prec@thr=0.5: 0.7868 recall@top3: 0.8578 prec@top3: 0.6667 recall@top5: 0.9436 prec@top5: 0.4471 loss_action_cls: 0.0398 loss: 0.0398 2022/08/31 07:04:12 - mmengine - INFO - Epoch(train) [4][1760/1921] lr: 1.2073e-01 eta: 4:29:52 time: 0.4964 data_time: 0.0149 memory: 8612 grad_norm: 0.0946 recall@thr=0.5: 0.5595 prec@thr=0.5: 0.7202 recall@top3: 0.7083 prec@top3: 0.5476 recall@top5: 0.9405 prec@top5: 0.4429 loss_action_cls: 0.0403 loss: 0.0403 2022/08/31 07:04:22 - mmengine - INFO - Epoch(train) [4][1780/1921] lr: 1.2102e-01 eta: 4:29:41 time: 0.5148 data_time: 0.0157 memory: 8552 grad_norm: 0.0906 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8144 recall@top3: 0.8352 prec@top3: 0.7197 recall@top5: 0.9375 prec@top5: 0.5000 loss_action_cls: 0.0405 loss: 0.0405 2022/08/31 07:04:33 - mmengine - INFO - Epoch(train) [4][1800/1921] lr: 1.2130e-01 eta: 4:29:30 time: 0.5184 data_time: 0.0200 memory: 8526 grad_norm: 0.0933 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.8750 recall@top3: 0.8750 prec@top3: 0.6528 recall@top5: 1.0000 prec@top5: 0.4583 loss_action_cls: 0.0389 loss: 0.0389 2022/08/31 07:04:43 - mmengine - INFO - Epoch(train) [4][1820/1921] lr: 1.2158e-01 eta: 4:29:19 time: 0.5192 data_time: 0.0181 memory: 8602 grad_norm: 0.0862 recall@thr=0.5: 0.5561 prec@thr=0.5: 0.7653 recall@top3: 0.7619 prec@top3: 0.6054 recall@top5: 0.8810 prec@top5: 0.4245 loss_action_cls: 0.0412 loss: 0.0412 2022/08/31 07:04:54 - mmengine - INFO - Epoch(train) [4][1840/1921] lr: 1.2186e-01 eta: 4:29:09 time: 0.5303 data_time: 0.0178 memory: 8568 grad_norm: 0.0917 recall@thr=0.5: 0.6753 prec@thr=0.5: 0.8075 recall@top3: 0.7500 prec@top3: 0.6207 recall@top5: 0.9282 prec@top5: 0.4759 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 07:05:04 - mmengine - INFO - Epoch(train) [4][1860/1921] lr: 1.2214e-01 eta: 4:28:58 time: 0.5228 data_time: 0.0169 memory: 8594 grad_norm: 0.0947 recall@thr=0.5: 0.6597 prec@thr=0.5: 0.6528 recall@top3: 0.7118 prec@top3: 0.5139 recall@top5: 0.9583 prec@top5: 0.3917 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 07:05:14 - mmengine - INFO - Epoch(train) [4][1880/1921] lr: 1.2242e-01 eta: 4:28:47 time: 0.5151 data_time: 0.0181 memory: 8594 grad_norm: 0.0943 recall@thr=0.5: 0.5774 prec@thr=0.5: 0.6756 recall@top3: 0.7798 prec@top3: 0.6786 recall@top5: 0.9345 prec@top5: 0.4857 loss_action_cls: 0.0416 loss: 0.0416 2022/08/31 07:05:25 - mmengine - INFO - Epoch(train) [4][1900/1921] lr: 1.2270e-01 eta: 4:28:38 time: 0.5371 data_time: 0.0198 memory: 8671 grad_norm: 0.0865 recall@thr=0.5: 0.6194 prec@thr=0.5: 0.8060 recall@top3: 0.7111 prec@top3: 0.6587 recall@top5: 0.9131 prec@top5: 0.5048 loss_action_cls: 0.0388 loss: 0.0388 2022/08/31 07:05:36 - mmengine - INFO - Epoch(train) [4][1920/1921] lr: 1.2298e-01 eta: 4:28:28 time: 0.5285 data_time: 0.0179 memory: 8654 grad_norm: 0.0897 recall@thr=0.5: 0.6102 prec@thr=0.5: 0.7378 recall@top3: 0.6411 prec@top3: 0.6098 recall@top5: 0.9573 prec@top5: 0.5366 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 07:05:36 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 07:05:36 - mmengine - INFO - Epoch(train) [4][1921/1921] lr: 1.2300e-01 eta: 4:28:28 time: 0.5219 data_time: 0.0184 memory: 6277 grad_norm: 0.0913 recall@thr=0.5: 0.8063 prec@thr=0.5: 0.8333 recall@top3: 0.8627 prec@top3: 0.7143 recall@top5: 0.9841 prec@top5: 0.5238 loss_action_cls: 0.0388 loss: 0.0388 2022/08/31 07:05:37 - mmengine - INFO - Epoch(val) [4][20/6282] eta: 0:05:48 time: 0.0557 data_time: 0.0130 memory: 2274 2022/08/31 07:05:38 - mmengine - INFO - Epoch(val) [4][40/6282] eta: 0:04:27 time: 0.0428 data_time: 0.0025 memory: 2274 2022/08/31 07:05:39 - mmengine - INFO - Epoch(val) [4][60/6282] eta: 0:04:26 time: 0.0428 data_time: 0.0034 memory: 2274 2022/08/31 07:05:40 - mmengine - INFO - Epoch(val) [4][80/6282] eta: 0:04:20 time: 0.0421 data_time: 0.0026 memory: 2274 2022/08/31 07:05:41 - mmengine - INFO - Epoch(val) [4][100/6282] eta: 0:04:27 time: 0.0433 data_time: 0.0025 memory: 2274 2022/08/31 07:05:41 - mmengine - INFO - Epoch(val) [4][120/6282] eta: 0:04:32 time: 0.0442 data_time: 0.0021 memory: 2308 2022/08/31 07:05:42 - mmengine - INFO - Epoch(val) [4][140/6282] eta: 0:04:29 time: 0.0439 data_time: 0.0024 memory: 2308 2022/08/31 07:05:43 - mmengine - INFO - Epoch(val) [4][160/6282] eta: 0:04:00 time: 0.0393 data_time: 0.0018 memory: 2308 2022/08/31 07:05:44 - mmengine - INFO - Epoch(val) [4][180/6282] eta: 0:04:18 time: 0.0423 data_time: 0.0023 memory: 2308 2022/08/31 07:05:45 - mmengine - INFO - Epoch(val) [4][200/6282] eta: 0:03:53 time: 0.0384 data_time: 0.0021 memory: 2308 2022/08/31 07:05:46 - mmengine - INFO - Epoch(val) [4][220/6282] eta: 0:04:13 time: 0.0419 data_time: 0.0029 memory: 2279 2022/08/31 07:05:46 - mmengine - INFO - Epoch(val) [4][240/6282] eta: 0:04:04 time: 0.0404 data_time: 0.0021 memory: 2279 2022/08/31 07:05:47 - mmengine - INFO - Epoch(val) [4][260/6282] eta: 0:04:01 time: 0.0401 data_time: 0.0025 memory: 2279 2022/08/31 07:05:48 - mmengine - INFO - Epoch(val) [4][280/6282] eta: 0:04:25 time: 0.0442 data_time: 0.0022 memory: 2279 2022/08/31 07:05:49 - mmengine - INFO - Epoch(val) [4][300/6282] eta: 0:06:57 time: 0.0697 data_time: 0.0022 memory: 2308 2022/08/31 07:05:50 - mmengine - INFO - Epoch(val) [4][320/6282] eta: 0:04:48 time: 0.0484 data_time: 0.0020 memory: 2308 2022/08/31 07:05:51 - mmengine - INFO - Epoch(val) [4][340/6282] eta: 0:05:00 time: 0.0505 data_time: 0.0022 memory: 2308 2022/08/31 07:05:52 - mmengine - INFO - Epoch(val) [4][360/6282] eta: 0:04:19 time: 0.0439 data_time: 0.0018 memory: 2308 2022/08/31 07:05:53 - mmengine - INFO - Epoch(val) [4][380/6282] eta: 0:05:04 time: 0.0517 data_time: 0.0024 memory: 2308 2022/08/31 07:05:54 - mmengine - INFO - Epoch(val) [4][400/6282] eta: 0:04:28 time: 0.0457 data_time: 0.0023 memory: 2308 2022/08/31 07:05:55 - mmengine - INFO - Epoch(val) [4][420/6282] eta: 0:03:48 time: 0.0390 data_time: 0.0021 memory: 2281 2022/08/31 07:05:56 - mmengine - INFO - Epoch(val) [4][440/6282] eta: 0:03:54 time: 0.0401 data_time: 0.0025 memory: 2281 2022/08/31 07:05:57 - mmengine - INFO - Epoch(val) [4][460/6282] eta: 0:04:15 time: 0.0439 data_time: 0.0035 memory: 2281 2022/08/31 07:05:58 - mmengine - INFO - Epoch(val) [4][480/6282] eta: 0:03:53 time: 0.0402 data_time: 0.0023 memory: 2281 2022/08/31 07:05:58 - mmengine - INFO - Epoch(val) [4][500/6282] eta: 0:04:01 time: 0.0418 data_time: 0.0032 memory: 2281 2022/08/31 07:05:59 - mmengine - INFO - Epoch(val) [4][520/6282] eta: 0:04:47 time: 0.0499 data_time: 0.0019 memory: 2279 2022/08/31 07:06:00 - mmengine - INFO - Epoch(val) [4][540/6282] eta: 0:04:50 time: 0.0507 data_time: 0.0021 memory: 2279 2022/08/31 07:06:01 - mmengine - INFO - Epoch(val) [4][560/6282] eta: 0:04:04 time: 0.0428 data_time: 0.0018 memory: 2279 2022/08/31 07:06:02 - mmengine - INFO - Epoch(val) [4][580/6282] eta: 0:04:10 time: 0.0439 data_time: 0.0022 memory: 2279 2022/08/31 07:06:03 - mmengine - INFO - Epoch(val) [4][600/6282] eta: 0:04:21 time: 0.0460 data_time: 0.0030 memory: 2279 2022/08/31 07:06:04 - mmengine - INFO - Epoch(val) [4][620/6282] eta: 0:03:58 time: 0.0422 data_time: 0.0018 memory: 2279 2022/08/31 07:06:05 - mmengine - INFO - Epoch(val) [4][640/6282] eta: 0:03:55 time: 0.0417 data_time: 0.0019 memory: 2277 2022/08/31 07:06:06 - mmengine - INFO - Epoch(val) [4][660/6282] eta: 0:03:51 time: 0.0412 data_time: 0.0020 memory: 2277 2022/08/31 07:06:06 - mmengine - INFO - Epoch(val) [4][680/6282] eta: 0:04:07 time: 0.0442 data_time: 0.0027 memory: 2277 2022/08/31 07:06:07 - mmengine - INFO - Epoch(val) [4][700/6282] eta: 0:04:00 time: 0.0432 data_time: 0.0024 memory: 2277 2022/08/31 07:06:09 - mmengine - INFO - Epoch(val) [4][720/6282] eta: 0:05:40 time: 0.0612 data_time: 0.0024 memory: 2319 2022/08/31 07:06:10 - mmengine - INFO - Epoch(val) [4][740/6282] eta: 0:06:36 time: 0.0716 data_time: 0.0019 memory: 2308 2022/08/31 07:06:11 - mmengine - INFO - Epoch(val) [4][760/6282] eta: 0:04:36 time: 0.0501 data_time: 0.0021 memory: 2308 2022/08/31 07:06:12 - mmengine - INFO - Epoch(val) [4][780/6282] eta: 0:04:13 time: 0.0461 data_time: 0.0023 memory: 2308 2022/08/31 07:06:13 - mmengine - INFO - Epoch(val) [4][800/6282] eta: 0:04:17 time: 0.0470 data_time: 0.0024 memory: 2308 2022/08/31 07:06:14 - mmengine - INFO - Epoch(val) [4][820/6282] eta: 0:03:43 time: 0.0409 data_time: 0.0022 memory: 2308 2022/08/31 07:06:15 - mmengine - INFO - Epoch(val) [4][840/6282] eta: 0:04:10 time: 0.0461 data_time: 0.0029 memory: 2279 2022/08/31 07:06:15 - mmengine - INFO - Epoch(val) [4][860/6282] eta: 0:04:05 time: 0.0453 data_time: 0.0023 memory: 2279 2022/08/31 07:06:16 - mmengine - INFO - Epoch(val) [4][880/6282] eta: 0:03:50 time: 0.0427 data_time: 0.0023 memory: 2279 2022/08/31 07:06:17 - mmengine - INFO - Epoch(val) [4][900/6282] eta: 0:03:46 time: 0.0421 data_time: 0.0020 memory: 2279 2022/08/31 07:06:18 - mmengine - INFO - Epoch(val) [4][920/6282] eta: 0:04:08 time: 0.0464 data_time: 0.0027 memory: 2279 2022/08/31 07:06:19 - mmengine - INFO - Epoch(val) [4][940/6282] eta: 0:03:33 time: 0.0400 data_time: 0.0026 memory: 2274 2022/08/31 07:06:20 - mmengine - INFO - Epoch(val) [4][960/6282] eta: 0:03:23 time: 0.0383 data_time: 0.0027 memory: 2274 2022/08/31 07:06:21 - mmengine - INFO - Epoch(val) [4][980/6282] eta: 0:03:41 time: 0.0418 data_time: 0.0028 memory: 2274 2022/08/31 07:06:22 - mmengine - INFO - Epoch(val) [4][1000/6282] eta: 0:04:19 time: 0.0492 data_time: 0.0027 memory: 2274 2022/08/31 07:06:22 - mmengine - INFO - Epoch(val) [4][1020/6282] eta: 0:03:51 time: 0.0441 data_time: 0.0023 memory: 2279 2022/08/31 07:06:23 - mmengine - INFO - Epoch(val) [4][1040/6282] eta: 0:03:29 time: 0.0399 data_time: 0.0019 memory: 2279 2022/08/31 07:06:24 - mmengine - INFO - Epoch(val) [4][1060/6282] eta: 0:04:09 time: 0.0479 data_time: 0.0025 memory: 2279 2022/08/31 07:06:25 - mmengine - INFO - Epoch(val) [4][1080/6282] eta: 0:04:07 time: 0.0476 data_time: 0.0027 memory: 2279 2022/08/31 07:06:26 - mmengine - INFO - Epoch(val) [4][1100/6282] eta: 0:03:55 time: 0.0454 data_time: 0.0042 memory: 2279 2022/08/31 07:06:27 - mmengine - INFO - Epoch(val) [4][1120/6282] eta: 0:03:47 time: 0.0440 data_time: 0.0032 memory: 2279 2022/08/31 07:06:28 - mmengine - INFO - Epoch(val) [4][1140/6282] eta: 0:03:28 time: 0.0405 data_time: 0.0027 memory: 2279 2022/08/31 07:06:29 - mmengine - INFO - Epoch(val) [4][1160/6282] eta: 0:06:03 time: 0.0710 data_time: 0.0033 memory: 2279 2022/08/31 07:06:30 - mmengine - INFO - Epoch(val) [4][1180/6282] eta: 0:04:04 time: 0.0478 data_time: 0.0027 memory: 2279 2022/08/31 07:06:31 - mmengine - INFO - Epoch(val) [4][1200/6282] eta: 0:03:44 time: 0.0441 data_time: 0.0021 memory: 2279 2022/08/31 07:06:32 - mmengine - INFO - Epoch(val) [4][1220/6282] eta: 0:04:25 time: 0.0525 data_time: 0.0031 memory: 2279 2022/08/31 07:06:33 - mmengine - INFO - Epoch(val) [4][1240/6282] eta: 0:03:37 time: 0.0432 data_time: 0.0022 memory: 2308 2022/08/31 07:06:34 - mmengine - INFO - Epoch(val) [4][1260/6282] eta: 0:04:03 time: 0.0486 data_time: 0.0038 memory: 2308 2022/08/31 07:06:35 - mmengine - INFO - Epoch(val) [4][1280/6282] eta: 0:04:07 time: 0.0494 data_time: 0.0028 memory: 2308 2022/08/31 07:06:36 - mmengine - INFO - Epoch(val) [4][1300/6282] eta: 0:04:17 time: 0.0518 data_time: 0.0034 memory: 2308 2022/08/31 07:06:37 - mmengine - INFO - Epoch(val) [4][1320/6282] eta: 0:04:08 time: 0.0502 data_time: 0.0032 memory: 2308 2022/08/31 07:06:38 - mmengine - INFO - Epoch(val) [4][1340/6282] eta: 0:03:42 time: 0.0450 data_time: 0.0030 memory: 2308 2022/08/31 07:06:39 - mmengine - INFO - Epoch(val) [4][1360/6282] eta: 0:04:04 time: 0.0496 data_time: 0.0035 memory: 2308 2022/08/31 07:06:40 - mmengine - INFO - Epoch(val) [4][1380/6282] eta: 0:03:54 time: 0.0478 data_time: 0.0037 memory: 2308 2022/08/31 07:06:41 - mmengine - INFO - Epoch(val) [4][1400/6282] eta: 0:03:59 time: 0.0491 data_time: 0.0027 memory: 2308 2022/08/31 07:06:42 - mmengine - INFO - Epoch(val) [4][1420/6282] eta: 0:03:59 time: 0.0493 data_time: 0.0023 memory: 2308 2022/08/31 07:06:43 - mmengine - INFO - Epoch(val) [4][1440/6282] eta: 0:03:39 time: 0.0454 data_time: 0.0030 memory: 2308 2022/08/31 07:06:44 - mmengine - INFO - Epoch(val) [4][1460/6282] eta: 0:03:50 time: 0.0479 data_time: 0.0021 memory: 2308 2022/08/31 07:06:45 - mmengine - INFO - Epoch(val) [4][1480/6282] eta: 0:03:41 time: 0.0461 data_time: 0.0027 memory: 2308 2022/08/31 07:06:45 - mmengine - INFO - Epoch(val) [4][1500/6282] eta: 0:03:32 time: 0.0444 data_time: 0.0022 memory: 2308 2022/08/31 07:06:46 - mmengine - INFO - Epoch(val) [4][1520/6282] eta: 0:03:46 time: 0.0476 data_time: 0.0021 memory: 2352 2022/08/31 07:06:47 - mmengine - INFO - Epoch(val) [4][1540/6282] eta: 0:03:44 time: 0.0474 data_time: 0.0022 memory: 2352 2022/08/31 07:06:48 - mmengine - INFO - Epoch(val) [4][1560/6282] eta: 0:03:44 time: 0.0476 data_time: 0.0018 memory: 2352 2022/08/31 07:06:50 - mmengine - INFO - Epoch(val) [4][1580/6282] eta: 0:05:35 time: 0.0714 data_time: 0.0017 memory: 2352 2022/08/31 07:06:51 - mmengine - INFO - Epoch(val) [4][1600/6282] eta: 0:03:34 time: 0.0459 data_time: 0.0024 memory: 2352 2022/08/31 07:06:52 - mmengine - INFO - Epoch(val) [4][1620/6282] eta: 0:03:33 time: 0.0457 data_time: 0.0026 memory: 2352 2022/08/31 07:06:53 - mmengine - INFO - Epoch(val) [4][1640/6282] eta: 0:03:49 time: 0.0494 data_time: 0.0020 memory: 2308 2022/08/31 07:06:53 - mmengine - INFO - Epoch(val) [4][1660/6282] eta: 0:03:23 time: 0.0441 data_time: 0.0022 memory: 2308 2022/08/31 07:06:54 - mmengine - INFO - Epoch(val) [4][1680/6282] eta: 0:03:13 time: 0.0421 data_time: 0.0020 memory: 2308 2022/08/31 07:06:55 - mmengine - INFO - Epoch(val) [4][1700/6282] eta: 0:04:06 time: 0.0538 data_time: 0.0034 memory: 2308 2022/08/31 07:06:56 - mmengine - INFO - Epoch(val) [4][1720/6282] eta: 0:04:03 time: 0.0533 data_time: 0.0028 memory: 2311 2022/08/31 07:06:57 - mmengine - INFO - Epoch(val) [4][1740/6282] eta: 0:03:12 time: 0.0425 data_time: 0.0025 memory: 2308 2022/08/31 07:06:58 - mmengine - INFO - Epoch(val) [4][1760/6282] eta: 0:03:15 time: 0.0432 data_time: 0.0024 memory: 2308 2022/08/31 07:06:59 - mmengine - INFO - Epoch(val) [4][1780/6282] eta: 0:03:30 time: 0.0469 data_time: 0.0023 memory: 2308 2022/08/31 07:07:00 - mmengine - INFO - Epoch(val) [4][1800/6282] eta: 0:03:27 time: 0.0463 data_time: 0.0019 memory: 2308 2022/08/31 07:07:01 - mmengine - INFO - Epoch(val) [4][1820/6282] eta: 0:03:46 time: 0.0508 data_time: 0.0019 memory: 2308 2022/08/31 07:07:02 - mmengine - INFO - Epoch(val) [4][1840/6282] eta: 0:03:16 time: 0.0443 data_time: 0.0019 memory: 2308 2022/08/31 07:07:03 - mmengine - INFO - Epoch(val) [4][1860/6282] eta: 0:03:31 time: 0.0479 data_time: 0.0034 memory: 2308 2022/08/31 07:07:04 - mmengine - INFO - Epoch(val) [4][1880/6282] eta: 0:03:36 time: 0.0491 data_time: 0.0025 memory: 2308 2022/08/31 07:07:05 - mmengine - INFO - Epoch(val) [4][1900/6282] eta: 0:03:30 time: 0.0480 data_time: 0.0044 memory: 2308 2022/08/31 07:07:06 - mmengine - INFO - Epoch(val) [4][1920/6282] eta: 0:03:52 time: 0.0532 data_time: 0.0022 memory: 2308 2022/08/31 07:07:07 - mmengine - INFO - Epoch(val) [4][1940/6282] eta: 0:03:15 time: 0.0449 data_time: 0.0023 memory: 2308 2022/08/31 07:07:08 - mmengine - INFO - Epoch(val) [4][1960/6282] eta: 0:02:59 time: 0.0415 data_time: 0.0022 memory: 2281 2022/08/31 07:07:09 - mmengine - INFO - Epoch(val) [4][1980/6282] eta: 0:03:08 time: 0.0439 data_time: 0.0032 memory: 2281 2022/08/31 07:07:10 - mmengine - INFO - Epoch(val) [4][2000/6282] eta: 0:03:30 time: 0.0492 data_time: 0.0021 memory: 2281 2022/08/31 07:07:10 - mmengine - INFO - Epoch(val) [4][2020/6282] eta: 0:02:58 time: 0.0418 data_time: 0.0027 memory: 2281 2022/08/31 07:07:11 - mmengine - INFO - Epoch(val) [4][2040/6282] eta: 0:02:59 time: 0.0423 data_time: 0.0019 memory: 2281 2022/08/31 07:07:12 - mmengine - INFO - Epoch(val) [4][2060/6282] eta: 0:03:06 time: 0.0442 data_time: 0.0023 memory: 2281 2022/08/31 07:07:13 - mmengine - INFO - Epoch(val) [4][2080/6282] eta: 0:03:00 time: 0.0429 data_time: 0.0031 memory: 2281 2022/08/31 07:07:14 - mmengine - INFO - Epoch(val) [4][2100/6282] eta: 0:02:58 time: 0.0427 data_time: 0.0026 memory: 2281 2022/08/31 07:07:15 - mmengine - INFO - Epoch(val) [4][2120/6282] eta: 0:02:57 time: 0.0426 data_time: 0.0028 memory: 2281 2022/08/31 07:07:16 - mmengine - INFO - Epoch(val) [4][2140/6282] eta: 0:03:07 time: 0.0453 data_time: 0.0028 memory: 2281 2022/08/31 07:07:16 - mmengine - INFO - Epoch(val) [4][2160/6282] eta: 0:02:55 time: 0.0425 data_time: 0.0024 memory: 2279 2022/08/31 07:07:17 - mmengine - INFO - Epoch(val) [4][2180/6282] eta: 0:02:58 time: 0.0436 data_time: 0.0023 memory: 2279 2022/08/31 07:07:18 - mmengine - INFO - Epoch(val) [4][2200/6282] eta: 0:02:59 time: 0.0441 data_time: 0.0034 memory: 2279 2022/08/31 07:07:19 - mmengine - INFO - Epoch(val) [4][2220/6282] eta: 0:02:54 time: 0.0430 data_time: 0.0024 memory: 2279 2022/08/31 07:07:20 - mmengine - INFO - Epoch(val) [4][2240/6282] eta: 0:03:17 time: 0.0490 data_time: 0.0028 memory: 2279 2022/08/31 07:07:21 - mmengine - INFO - Epoch(val) [4][2260/6282] eta: 0:03:03 time: 0.0456 data_time: 0.0017 memory: 2281 2022/08/31 07:07:22 - mmengine - INFO - Epoch(val) [4][2280/6282] eta: 0:02:45 time: 0.0413 data_time: 0.0022 memory: 2281 2022/08/31 07:07:23 - mmengine - INFO - Epoch(val) [4][2300/6282] eta: 0:02:49 time: 0.0426 data_time: 0.0024 memory: 2281 2022/08/31 07:07:24 - mmengine - INFO - Epoch(val) [4][2320/6282] eta: 0:02:52 time: 0.0436 data_time: 0.0038 memory: 2281 2022/08/31 07:07:24 - mmengine - INFO - Epoch(val) [4][2340/6282] eta: 0:02:36 time: 0.0396 data_time: 0.0019 memory: 2281 2022/08/31 07:07:25 - mmengine - INFO - Epoch(val) [4][2360/6282] eta: 0:02:43 time: 0.0418 data_time: 0.0023 memory: 2279 2022/08/31 07:07:26 - mmengine - INFO - Epoch(val) [4][2380/6282] eta: 0:02:29 time: 0.0383 data_time: 0.0016 memory: 2279 2022/08/31 07:07:27 - mmengine - INFO - Epoch(val) [4][2400/6282] eta: 0:02:42 time: 0.0419 data_time: 0.0020 memory: 2279 2022/08/31 07:07:28 - mmengine - INFO - Epoch(val) [4][2420/6282] eta: 0:02:23 time: 0.0371 data_time: 0.0017 memory: 2279 2022/08/31 07:07:28 - mmengine - INFO - Epoch(val) [4][2440/6282] eta: 0:02:52 time: 0.0449 data_time: 0.0026 memory: 2279 2022/08/31 07:07:29 - mmengine - INFO - Epoch(val) [4][2460/6282] eta: 0:02:58 time: 0.0468 data_time: 0.0026 memory: 2308 2022/08/31 07:07:30 - mmengine - INFO - Epoch(val) [4][2480/6282] eta: 0:02:57 time: 0.0467 data_time: 0.0021 memory: 2308 2022/08/31 07:07:31 - mmengine - INFO - Epoch(val) [4][2500/6282] eta: 0:02:50 time: 0.0451 data_time: 0.0023 memory: 2308 2022/08/31 07:07:32 - mmengine - INFO - Epoch(val) [4][2520/6282] eta: 0:03:02 time: 0.0484 data_time: 0.0021 memory: 2308 2022/08/31 07:07:33 - mmengine - INFO - Epoch(val) [4][2540/6282] eta: 0:03:01 time: 0.0484 data_time: 0.0033 memory: 2311 2022/08/31 07:07:34 - mmengine - INFO - Epoch(val) [4][2560/6282] eta: 0:02:49 time: 0.0456 data_time: 0.0022 memory: 2308 2022/08/31 07:07:35 - mmengine - INFO - Epoch(val) [4][2580/6282] eta: 0:02:53 time: 0.0469 data_time: 0.0036 memory: 2308 2022/08/31 07:07:36 - mmengine - INFO - Epoch(val) [4][2600/6282] eta: 0:03:01 time: 0.0493 data_time: 0.0022 memory: 2308 2022/08/31 07:07:37 - mmengine - INFO - Epoch(val) [4][2620/6282] eta: 0:03:00 time: 0.0494 data_time: 0.0026 memory: 2308 2022/08/31 07:07:38 - mmengine - INFO - Epoch(val) [4][2640/6282] eta: 0:02:44 time: 0.0452 data_time: 0.0029 memory: 2308 2022/08/31 07:07:39 - mmengine - INFO - Epoch(val) [4][2660/6282] eta: 0:02:58 time: 0.0492 data_time: 0.0031 memory: 2348 2022/08/31 07:07:40 - mmengine - INFO - Epoch(val) [4][2680/6282] eta: 0:02:45 time: 0.0458 data_time: 0.0028 memory: 2348 2022/08/31 07:07:41 - mmengine - INFO - Epoch(val) [4][2700/6282] eta: 0:02:36 time: 0.0436 data_time: 0.0027 memory: 2348 2022/08/31 07:07:42 - mmengine - INFO - Epoch(val) [4][2720/6282] eta: 0:02:39 time: 0.0448 data_time: 0.0028 memory: 2348 2022/08/31 07:07:43 - mmengine - INFO - Epoch(val) [4][2740/6282] eta: 0:02:50 time: 0.0482 data_time: 0.0024 memory: 2348 2022/08/31 07:07:43 - mmengine - INFO - Epoch(val) [4][2760/6282] eta: 0:02:28 time: 0.0422 data_time: 0.0017 memory: 2281 2022/08/31 07:07:44 - mmengine - INFO - Epoch(val) [4][2780/6282] eta: 0:02:27 time: 0.0421 data_time: 0.0027 memory: 2281 2022/08/31 07:07:45 - mmengine - INFO - Epoch(val) [4][2800/6282] eta: 0:02:32 time: 0.0439 data_time: 0.0023 memory: 2281 2022/08/31 07:07:46 - mmengine - INFO - Epoch(val) [4][2820/6282] eta: 0:02:41 time: 0.0466 data_time: 0.0020 memory: 2281 2022/08/31 07:07:47 - mmengine - INFO - Epoch(val) [4][2840/6282] eta: 0:02:28 time: 0.0432 data_time: 0.0029 memory: 2281 2022/08/31 07:07:48 - mmengine - INFO - Epoch(val) [4][2860/6282] eta: 0:02:20 time: 0.0410 data_time: 0.0022 memory: 2308 2022/08/31 07:07:49 - mmengine - INFO - Epoch(val) [4][2880/6282] eta: 0:02:27 time: 0.0434 data_time: 0.0031 memory: 2308 2022/08/31 07:07:50 - mmengine - INFO - Epoch(val) [4][2900/6282] eta: 0:04:16 time: 0.0758 data_time: 0.0030 memory: 2308 2022/08/31 07:07:51 - mmengine - INFO - Epoch(val) [4][2920/6282] eta: 0:02:28 time: 0.0441 data_time: 0.0027 memory: 2308 2022/08/31 07:07:52 - mmengine - INFO - Epoch(val) [4][2940/6282] eta: 0:02:25 time: 0.0436 data_time: 0.0024 memory: 2293 2022/08/31 07:07:53 - mmengine - INFO - Epoch(val) [4][2960/6282] eta: 0:02:20 time: 0.0422 data_time: 0.0025 memory: 2293 2022/08/31 07:07:53 - mmengine - INFO - Epoch(val) [4][2980/6282] eta: 0:02:07 time: 0.0385 data_time: 0.0020 memory: 2293 2022/08/31 07:07:54 - mmengine - INFO - Epoch(val) [4][3000/6282] eta: 0:02:18 time: 0.0423 data_time: 0.0026 memory: 2293 2022/08/31 07:07:55 - mmengine - INFO - Epoch(val) [4][3020/6282] eta: 0:02:24 time: 0.0444 data_time: 0.0021 memory: 2308 2022/08/31 07:07:56 - mmengine - INFO - Epoch(val) [4][3040/6282] eta: 0:02:31 time: 0.0469 data_time: 0.0026 memory: 2308 2022/08/31 07:07:57 - mmengine - INFO - Epoch(val) [4][3060/6282] eta: 0:02:24 time: 0.0448 data_time: 0.0022 memory: 2308 2022/08/31 07:07:58 - mmengine - INFO - Epoch(val) [4][3080/6282] eta: 0:02:20 time: 0.0438 data_time: 0.0030 memory: 2308 2022/08/31 07:07:59 - mmengine - INFO - Epoch(val) [4][3100/6282] eta: 0:02:18 time: 0.0435 data_time: 0.0022 memory: 2308 2022/08/31 07:08:00 - mmengine - INFO - Epoch(val) [4][3120/6282] eta: 0:02:06 time: 0.0401 data_time: 0.0038 memory: 2281 2022/08/31 07:08:00 - mmengine - INFO - Epoch(val) [4][3140/6282] eta: 0:02:14 time: 0.0427 data_time: 0.0023 memory: 2281 2022/08/31 07:08:01 - mmengine - INFO - Epoch(val) [4][3160/6282] eta: 0:02:16 time: 0.0438 data_time: 0.0023 memory: 2281 2022/08/31 07:08:02 - mmengine - INFO - Epoch(val) [4][3180/6282] eta: 0:02:12 time: 0.0428 data_time: 0.0023 memory: 2281 2022/08/31 07:08:03 - mmengine - INFO - Epoch(val) [4][3200/6282] eta: 0:02:21 time: 0.0459 data_time: 0.0034 memory: 2308 2022/08/31 07:08:04 - mmengine - INFO - Epoch(val) [4][3220/6282] eta: 0:02:13 time: 0.0435 data_time: 0.0022 memory: 2308 2022/08/31 07:08:05 - mmengine - INFO - Epoch(val) [4][3240/6282] eta: 0:02:14 time: 0.0441 data_time: 0.0032 memory: 2308 2022/08/31 07:08:06 - mmengine - INFO - Epoch(val) [4][3260/6282] eta: 0:02:16 time: 0.0452 data_time: 0.0024 memory: 2308 2022/08/31 07:08:07 - mmengine - INFO - Epoch(val) [4][3280/6282] eta: 0:02:33 time: 0.0513 data_time: 0.0027 memory: 2308 2022/08/31 07:08:08 - mmengine - INFO - Epoch(val) [4][3300/6282] eta: 0:02:51 time: 0.0576 data_time: 0.0022 memory: 2308 2022/08/31 07:08:09 - mmengine - INFO - Epoch(val) [4][3320/6282] eta: 0:03:13 time: 0.0655 data_time: 0.0030 memory: 2308 2022/08/31 07:08:10 - mmengine - INFO - Epoch(val) [4][3340/6282] eta: 0:02:11 time: 0.0447 data_time: 0.0024 memory: 2308 2022/08/31 07:08:11 - mmengine - INFO - Epoch(val) [4][3360/6282] eta: 0:02:11 time: 0.0450 data_time: 0.0018 memory: 2308 2022/08/31 07:08:12 - mmengine - INFO - Epoch(val) [4][3380/6282] eta: 0:02:06 time: 0.0437 data_time: 0.0026 memory: 2308 2022/08/31 07:08:13 - mmengine - INFO - Epoch(val) [4][3400/6282] eta: 0:02:17 time: 0.0476 data_time: 0.0020 memory: 2279 2022/08/31 07:08:14 - mmengine - INFO - Epoch(val) [4][3420/6282] eta: 0:01:51 time: 0.0391 data_time: 0.0027 memory: 2279 2022/08/31 07:08:15 - mmengine - INFO - Epoch(val) [4][3440/6282] eta: 0:02:05 time: 0.0442 data_time: 0.0019 memory: 2279 2022/08/31 07:08:16 - mmengine - INFO - Epoch(val) [4][3460/6282] eta: 0:02:25 time: 0.0515 data_time: 0.0018 memory: 2282 2022/08/31 07:08:17 - mmengine - INFO - Epoch(val) [4][3480/6282] eta: 0:02:15 time: 0.0483 data_time: 0.0026 memory: 2279 2022/08/31 07:08:17 - mmengine - INFO - Epoch(val) [4][3500/6282] eta: 0:01:49 time: 0.0394 data_time: 0.0020 memory: 2279 2022/08/31 07:08:18 - mmengine - INFO - Epoch(val) [4][3520/6282] eta: 0:01:51 time: 0.0404 data_time: 0.0026 memory: 2279 2022/08/31 07:08:19 - mmengine - INFO - Epoch(val) [4][3540/6282] eta: 0:02:03 time: 0.0452 data_time: 0.0021 memory: 2279 2022/08/31 07:08:20 - mmengine - INFO - Epoch(val) [4][3560/6282] eta: 0:01:54 time: 0.0419 data_time: 0.0030 memory: 2279 2022/08/31 07:08:21 - mmengine - INFO - Epoch(val) [4][3580/6282] eta: 0:01:46 time: 0.0395 data_time: 0.0022 memory: 2300 2022/08/31 07:08:22 - mmengine - INFO - Epoch(val) [4][3600/6282] eta: 0:01:54 time: 0.0429 data_time: 0.0021 memory: 2300 2022/08/31 07:08:23 - mmengine - INFO - Epoch(val) [4][3620/6282] eta: 0:02:29 time: 0.0560 data_time: 0.0025 memory: 2302 2022/08/31 07:08:24 - mmengine - INFO - Epoch(val) [4][3640/6282] eta: 0:01:48 time: 0.0412 data_time: 0.0018 memory: 2300 2022/08/31 07:08:24 - mmengine - INFO - Epoch(val) [4][3660/6282] eta: 0:01:55 time: 0.0440 data_time: 0.0025 memory: 2300 2022/08/31 07:08:25 - mmengine - INFO - Epoch(val) [4][3680/6282] eta: 0:01:51 time: 0.0429 data_time: 0.0023 memory: 2308 2022/08/31 07:08:26 - mmengine - INFO - Epoch(val) [4][3700/6282] eta: 0:01:46 time: 0.0413 data_time: 0.0019 memory: 2308 2022/08/31 07:08:27 - mmengine - INFO - Epoch(val) [4][3720/6282] eta: 0:01:45 time: 0.0414 data_time: 0.0028 memory: 2308 2022/08/31 07:08:28 - mmengine - INFO - Epoch(val) [4][3740/6282] eta: 0:01:46 time: 0.0419 data_time: 0.0029 memory: 2308 2022/08/31 07:08:29 - mmengine - INFO - Epoch(val) [4][3760/6282] eta: 0:01:49 time: 0.0436 data_time: 0.0029 memory: 2308 2022/08/31 07:08:30 - mmengine - INFO - Epoch(val) [4][3780/6282] eta: 0:02:58 time: 0.0713 data_time: 0.0020 memory: 2308 2022/08/31 07:08:31 - mmengine - INFO - Epoch(val) [4][3800/6282] eta: 0:02:05 time: 0.0506 data_time: 0.0034 memory: 2308 2022/08/31 07:08:32 - mmengine - INFO - Epoch(val) [4][3820/6282] eta: 0:01:49 time: 0.0443 data_time: 0.0029 memory: 2308 2022/08/31 07:08:33 - mmengine - INFO - Epoch(val) [4][3840/6282] eta: 0:01:46 time: 0.0434 data_time: 0.0026 memory: 2308 2022/08/31 07:08:34 - mmengine - INFO - Epoch(val) [4][3860/6282] eta: 0:01:50 time: 0.0457 data_time: 0.0027 memory: 2308 2022/08/31 07:08:35 - mmengine - INFO - Epoch(val) [4][3880/6282] eta: 0:01:33 time: 0.0390 data_time: 0.0035 memory: 2308 2022/08/31 07:08:35 - mmengine - INFO - Epoch(val) [4][3900/6282] eta: 0:01:43 time: 0.0436 data_time: 0.0028 memory: 2308 2022/08/31 07:08:36 - mmengine - INFO - Epoch(val) [4][3920/6282] eta: 0:01:48 time: 0.0457 data_time: 0.0027 memory: 2308 2022/08/31 07:08:37 - mmengine - INFO - Epoch(val) [4][3940/6282] eta: 0:01:40 time: 0.0429 data_time: 0.0036 memory: 2308 2022/08/31 07:08:38 - mmengine - INFO - Epoch(val) [4][3960/6282] eta: 0:01:58 time: 0.0509 data_time: 0.0029 memory: 2308 2022/08/31 07:08:39 - mmengine - INFO - Epoch(val) [4][3980/6282] eta: 0:01:58 time: 0.0516 data_time: 0.0030 memory: 2308 2022/08/31 07:08:40 - mmengine - INFO - Epoch(val) [4][4000/6282] eta: 0:01:36 time: 0.0424 data_time: 0.0021 memory: 2308 2022/08/31 07:08:41 - mmengine - INFO - Epoch(val) [4][4020/6282] eta: 0:01:38 time: 0.0436 data_time: 0.0030 memory: 2308 2022/08/31 07:08:42 - mmengine - INFO - Epoch(val) [4][4040/6282] eta: 0:01:43 time: 0.0463 data_time: 0.0018 memory: 2348 2022/08/31 07:08:43 - mmengine - INFO - Epoch(val) [4][4060/6282] eta: 0:01:38 time: 0.0445 data_time: 0.0033 memory: 2348 2022/08/31 07:08:44 - mmengine - INFO - Epoch(val) [4][4080/6282] eta: 0:01:37 time: 0.0442 data_time: 0.0026 memory: 2348 2022/08/31 07:08:45 - mmengine - INFO - Epoch(val) [4][4100/6282] eta: 0:01:32 time: 0.0423 data_time: 0.0026 memory: 2348 2022/08/31 07:08:45 - mmengine - INFO - Epoch(val) [4][4120/6282] eta: 0:01:36 time: 0.0446 data_time: 0.0021 memory: 2348 2022/08/31 07:08:46 - mmengine - INFO - Epoch(val) [4][4140/6282] eta: 0:01:25 time: 0.0399 data_time: 0.0021 memory: 2348 2022/08/31 07:08:47 - mmengine - INFO - Epoch(val) [4][4160/6282] eta: 0:01:26 time: 0.0409 data_time: 0.0017 memory: 2279 2022/08/31 07:08:48 - mmengine - INFO - Epoch(val) [4][4180/6282] eta: 0:01:21 time: 0.0386 data_time: 0.0024 memory: 2279 2022/08/31 07:08:49 - mmengine - INFO - Epoch(val) [4][4200/6282] eta: 0:01:26 time: 0.0413 data_time: 0.0023 memory: 2279 2022/08/31 07:08:50 - mmengine - INFO - Epoch(val) [4][4220/6282] eta: 0:02:13 time: 0.0646 data_time: 0.0022 memory: 2279 2022/08/31 07:08:51 - mmengine - INFO - Epoch(val) [4][4240/6282] eta: 0:01:29 time: 0.0439 data_time: 0.0031 memory: 2279 2022/08/31 07:08:52 - mmengine - INFO - Epoch(val) [4][4260/6282] eta: 0:01:33 time: 0.0464 data_time: 0.0022 memory: 2279 2022/08/31 07:08:53 - mmengine - INFO - Epoch(val) [4][4280/6282] eta: 0:01:23 time: 0.0417 data_time: 0.0024 memory: 2279 2022/08/31 07:08:54 - mmengine - INFO - Epoch(val) [4][4300/6282] eta: 0:01:23 time: 0.0423 data_time: 0.0019 memory: 2279 2022/08/31 07:08:54 - mmengine - INFO - Epoch(val) [4][4320/6282] eta: 0:01:27 time: 0.0448 data_time: 0.0031 memory: 2279 2022/08/31 07:08:55 - mmengine - INFO - Epoch(val) [4][4340/6282] eta: 0:01:28 time: 0.0457 data_time: 0.0026 memory: 2279 2022/08/31 07:08:56 - mmengine - INFO - Epoch(val) [4][4360/6282] eta: 0:01:16 time: 0.0398 data_time: 0.0027 memory: 2308 2022/08/31 07:08:57 - mmengine - INFO - Epoch(val) [4][4380/6282] eta: 0:01:21 time: 0.0430 data_time: 0.0040 memory: 2308 2022/08/31 07:08:58 - mmengine - INFO - Epoch(val) [4][4400/6282] eta: 0:01:16 time: 0.0406 data_time: 0.0021 memory: 2308 2022/08/31 07:08:59 - mmengine - INFO - Epoch(val) [4][4420/6282] eta: 0:01:14 time: 0.0402 data_time: 0.0023 memory: 2308 2022/08/31 07:08:59 - mmengine - INFO - Epoch(val) [4][4440/6282] eta: 0:01:18 time: 0.0426 data_time: 0.0018 memory: 2312 2022/08/31 07:09:00 - mmengine - INFO - Epoch(val) [4][4460/6282] eta: 0:01:15 time: 0.0417 data_time: 0.0023 memory: 2312 2022/08/31 07:09:01 - mmengine - INFO - Epoch(val) [4][4480/6282] eta: 0:01:16 time: 0.0426 data_time: 0.0017 memory: 2312 2022/08/31 07:09:02 - mmengine - INFO - Epoch(val) [4][4500/6282] eta: 0:01:21 time: 0.0456 data_time: 0.0021 memory: 2312 2022/08/31 07:09:03 - mmengine - INFO - Epoch(val) [4][4520/6282] eta: 0:01:19 time: 0.0452 data_time: 0.0036 memory: 2312 2022/08/31 07:09:04 - mmengine - INFO - Epoch(val) [4][4540/6282] eta: 0:01:12 time: 0.0416 data_time: 0.0019 memory: 2281 2022/08/31 07:09:05 - mmengine - INFO - Epoch(val) [4][4560/6282] eta: 0:01:14 time: 0.0433 data_time: 0.0025 memory: 2281 2022/08/31 07:09:06 - mmengine - INFO - Epoch(val) [4][4580/6282] eta: 0:01:16 time: 0.0447 data_time: 0.0022 memory: 2281 2022/08/31 07:09:06 - mmengine - INFO - Epoch(val) [4][4600/6282] eta: 0:01:08 time: 0.0407 data_time: 0.0018 memory: 2281 2022/08/31 07:09:07 - mmengine - INFO - Epoch(val) [4][4620/6282] eta: 0:01:16 time: 0.0459 data_time: 0.0022 memory: 2281 2022/08/31 07:09:08 - mmengine - INFO - Epoch(val) [4][4640/6282] eta: 0:01:09 time: 0.0421 data_time: 0.0017 memory: 2312 2022/08/31 07:09:10 - mmengine - INFO - Epoch(val) [4][4660/6282] eta: 0:02:03 time: 0.0760 data_time: 0.0029 memory: 2312 2022/08/31 07:09:11 - mmengine - INFO - Epoch(val) [4][4680/6282] eta: 0:01:16 time: 0.0476 data_time: 0.0020 memory: 2312 2022/08/31 07:09:11 - mmengine - INFO - Epoch(val) [4][4700/6282] eta: 0:01:04 time: 0.0408 data_time: 0.0022 memory: 2312 2022/08/31 07:09:12 - mmengine - INFO - Epoch(val) [4][4720/6282] eta: 0:01:07 time: 0.0434 data_time: 0.0026 memory: 2312 2022/08/31 07:09:13 - mmengine - INFO - Epoch(val) [4][4740/6282] eta: 0:01:06 time: 0.0429 data_time: 0.0019 memory: 2292 2022/08/31 07:09:14 - mmengine - INFO - Epoch(val) [4][4760/6282] eta: 0:01:06 time: 0.0436 data_time: 0.0021 memory: 2292 2022/08/31 07:09:15 - mmengine - INFO - Epoch(val) [4][4780/6282] eta: 0:00:58 time: 0.0389 data_time: 0.0024 memory: 2292 2022/08/31 07:09:16 - mmengine - INFO - Epoch(val) [4][4800/6282] eta: 0:01:01 time: 0.0418 data_time: 0.0022 memory: 2292 2022/08/31 07:09:16 - mmengine - INFO - Epoch(val) [4][4820/6282] eta: 0:00:57 time: 0.0390 data_time: 0.0020 memory: 2308 2022/08/31 07:09:17 - mmengine - INFO - Epoch(val) [4][4840/6282] eta: 0:01:02 time: 0.0433 data_time: 0.0023 memory: 2308 2022/08/31 07:09:18 - mmengine - INFO - Epoch(val) [4][4860/6282] eta: 0:01:02 time: 0.0437 data_time: 0.0029 memory: 2308 2022/08/31 07:09:19 - mmengine - INFO - Epoch(val) [4][4880/6282] eta: 0:01:01 time: 0.0437 data_time: 0.0023 memory: 2308 2022/08/31 07:09:20 - mmengine - INFO - Epoch(val) [4][4900/6282] eta: 0:01:00 time: 0.0440 data_time: 0.0019 memory: 2308 2022/08/31 07:09:21 - mmengine - INFO - Epoch(val) [4][4920/6282] eta: 0:00:55 time: 0.0405 data_time: 0.0027 memory: 2310 2022/08/31 07:09:22 - mmengine - INFO - Epoch(val) [4][4940/6282] eta: 0:00:56 time: 0.0420 data_time: 0.0017 memory: 2310 2022/08/31 07:09:23 - mmengine - INFO - Epoch(val) [4][4960/6282] eta: 0:01:06 time: 0.0501 data_time: 0.0025 memory: 2310 2022/08/31 07:09:24 - mmengine - INFO - Epoch(val) [4][4980/6282] eta: 0:00:59 time: 0.0459 data_time: 0.0020 memory: 2310 2022/08/31 07:09:24 - mmengine - INFO - Epoch(val) [4][5000/6282] eta: 0:00:54 time: 0.0423 data_time: 0.0023 memory: 2310 2022/08/31 07:09:25 - mmengine - INFO - Epoch(val) [4][5020/6282] eta: 0:00:51 time: 0.0408 data_time: 0.0017 memory: 2310 2022/08/31 07:09:26 - mmengine - INFO - Epoch(val) [4][5040/6282] eta: 0:00:47 time: 0.0382 data_time: 0.0026 memory: 2281 2022/08/31 07:09:27 - mmengine - INFO - Epoch(val) [4][5060/6282] eta: 0:01:00 time: 0.0494 data_time: 0.0029 memory: 2281 2022/08/31 07:09:28 - mmengine - INFO - Epoch(val) [4][5080/6282] eta: 0:00:57 time: 0.0476 data_time: 0.0027 memory: 2281 2022/08/31 07:09:29 - mmengine - INFO - Epoch(val) [4][5100/6282] eta: 0:00:50 time: 0.0431 data_time: 0.0027 memory: 2281 2022/08/31 07:09:30 - mmengine - INFO - Epoch(val) [4][5120/6282] eta: 0:01:19 time: 0.0687 data_time: 0.0024 memory: 2281 2022/08/31 07:09:31 - mmengine - INFO - Epoch(val) [4][5140/6282] eta: 0:00:46 time: 0.0405 data_time: 0.0020 memory: 2279 2022/08/31 07:09:32 - mmengine - INFO - Epoch(val) [4][5160/6282] eta: 0:00:47 time: 0.0425 data_time: 0.0022 memory: 2279 2022/08/31 07:09:33 - mmengine - INFO - Epoch(val) [4][5180/6282] eta: 0:00:46 time: 0.0426 data_time: 0.0036 memory: 2279 2022/08/31 07:09:34 - mmengine - INFO - Epoch(val) [4][5200/6282] eta: 0:00:46 time: 0.0428 data_time: 0.0022 memory: 2279 2022/08/31 07:09:34 - mmengine - INFO - Epoch(val) [4][5220/6282] eta: 0:00:38 time: 0.0362 data_time: 0.0028 memory: 2279 2022/08/31 07:09:35 - mmengine - INFO - Epoch(val) [4][5240/6282] eta: 0:00:54 time: 0.0525 data_time: 0.0024 memory: 2282 2022/08/31 07:09:36 - mmengine - INFO - Epoch(val) [4][5260/6282] eta: 0:00:45 time: 0.0441 data_time: 0.0026 memory: 2279 2022/08/31 07:09:37 - mmengine - INFO - Epoch(val) [4][5280/6282] eta: 0:00:46 time: 0.0461 data_time: 0.0025 memory: 2279 2022/08/31 07:09:38 - mmengine - INFO - Epoch(val) [4][5300/6282] eta: 0:00:42 time: 0.0432 data_time: 0.0017 memory: 2279 2022/08/31 07:09:39 - mmengine - INFO - Epoch(val) [4][5320/6282] eta: 0:00:37 time: 0.0386 data_time: 0.0019 memory: 2279 2022/08/31 07:09:40 - mmengine - INFO - Epoch(val) [4][5340/6282] eta: 0:00:39 time: 0.0416 data_time: 0.0031 memory: 2279 2022/08/31 07:09:40 - mmengine - INFO - Epoch(val) [4][5360/6282] eta: 0:00:37 time: 0.0410 data_time: 0.0025 memory: 2279 2022/08/31 07:09:41 - mmengine - INFO - Epoch(val) [4][5380/6282] eta: 0:00:42 time: 0.0474 data_time: 0.0020 memory: 2279 2022/08/31 07:09:42 - mmengine - INFO - Epoch(val) [4][5400/6282] eta: 0:00:36 time: 0.0413 data_time: 0.0027 memory: 2279 2022/08/31 07:09:43 - mmengine - INFO - Epoch(val) [4][5420/6282] eta: 0:00:35 time: 0.0408 data_time: 0.0023 memory: 2279 2022/08/31 07:09:44 - mmengine - INFO - Epoch(val) [4][5440/6282] eta: 0:00:32 time: 0.0382 data_time: 0.0028 memory: 2279 2022/08/31 07:09:45 - mmengine - INFO - Epoch(val) [4][5460/6282] eta: 0:00:34 time: 0.0416 data_time: 0.0027 memory: 2279 2022/08/31 07:09:46 - mmengine - INFO - Epoch(val) [4][5480/6282] eta: 0:00:35 time: 0.0440 data_time: 0.0028 memory: 2279 2022/08/31 07:09:46 - mmengine - INFO - Epoch(val) [4][5500/6282] eta: 0:00:32 time: 0.0418 data_time: 0.0031 memory: 2279 2022/08/31 07:09:47 - mmengine - INFO - Epoch(val) [4][5520/6282] eta: 0:00:33 time: 0.0443 data_time: 0.0028 memory: 2289 2022/08/31 07:09:48 - mmengine - INFO - Epoch(val) [4][5540/6282] eta: 0:00:38 time: 0.0518 data_time: 0.0025 memory: 2289 2022/08/31 07:09:50 - mmengine - INFO - Epoch(val) [4][5560/6282] eta: 0:00:53 time: 0.0737 data_time: 0.0044 memory: 2289 2022/08/31 07:09:51 - mmengine - INFO - Epoch(val) [4][5580/6282] eta: 0:00:29 time: 0.0424 data_time: 0.0031 memory: 2289 2022/08/31 07:09:52 - mmengine - INFO - Epoch(val) [4][5600/6282] eta: 0:00:30 time: 0.0450 data_time: 0.0021 memory: 2289 2022/08/31 07:09:52 - mmengine - INFO - Epoch(val) [4][5620/6282] eta: 0:00:26 time: 0.0393 data_time: 0.0021 memory: 2289 2022/08/31 07:09:53 - mmengine - INFO - Epoch(val) [4][5640/6282] eta: 0:00:28 time: 0.0438 data_time: 0.0028 memory: 2279 2022/08/31 07:09:54 - mmengine - INFO - Epoch(val) [4][5660/6282] eta: 0:00:26 time: 0.0425 data_time: 0.0026 memory: 2279 2022/08/31 07:09:55 - mmengine - INFO - Epoch(val) [4][5680/6282] eta: 0:00:23 time: 0.0385 data_time: 0.0023 memory: 2279 2022/08/31 07:09:56 - mmengine - INFO - Epoch(val) [4][5700/6282] eta: 0:00:23 time: 0.0411 data_time: 0.0026 memory: 2279 2022/08/31 07:09:57 - mmengine - INFO - Epoch(val) [4][5720/6282] eta: 0:00:24 time: 0.0439 data_time: 0.0025 memory: 2296 2022/08/31 07:09:57 - mmengine - INFO - Epoch(val) [4][5740/6282] eta: 0:00:23 time: 0.0427 data_time: 0.0029 memory: 2296 2022/08/31 07:09:58 - mmengine - INFO - Epoch(val) [4][5760/6282] eta: 0:00:23 time: 0.0448 data_time: 0.0022 memory: 2296 2022/08/31 07:09:59 - mmengine - INFO - Epoch(val) [4][5780/6282] eta: 0:00:25 time: 0.0508 data_time: 0.0024 memory: 2296 2022/08/31 07:10:00 - mmengine - INFO - Epoch(val) [4][5800/6282] eta: 0:00:21 time: 0.0447 data_time: 0.0023 memory: 2296 2022/08/31 07:10:01 - mmengine - INFO - Epoch(val) [4][5820/6282] eta: 0:00:21 time: 0.0456 data_time: 0.0023 memory: 2296 2022/08/31 07:10:03 - mmengine - INFO - Epoch(val) [4][5840/6282] eta: 0:00:35 time: 0.0799 data_time: 0.0025 memory: 2289 2022/08/31 07:10:04 - mmengine - INFO - Epoch(val) [4][5860/6282] eta: 0:00:17 time: 0.0413 data_time: 0.0026 memory: 2289 2022/08/31 07:10:04 - mmengine - INFO - Epoch(val) [4][5880/6282] eta: 0:00:15 time: 0.0373 data_time: 0.0019 memory: 2289 2022/08/31 07:10:05 - mmengine - INFO - Epoch(val) [4][5900/6282] eta: 0:00:15 time: 0.0408 data_time: 0.0021 memory: 2289 2022/08/31 07:10:06 - mmengine - INFO - Epoch(val) [4][5920/6282] eta: 0:00:14 time: 0.0412 data_time: 0.0031 memory: 2289 2022/08/31 07:10:07 - mmengine - INFO - Epoch(val) [4][5940/6282] eta: 0:00:13 time: 0.0406 data_time: 0.0025 memory: 2279 2022/08/31 07:10:08 - mmengine - INFO - Epoch(val) [4][5960/6282] eta: 0:00:13 time: 0.0423 data_time: 0.0025 memory: 2279 2022/08/31 07:10:08 - mmengine - INFO - Epoch(val) [4][5980/6282] eta: 0:00:12 time: 0.0427 data_time: 0.0035 memory: 2279 2022/08/31 07:10:09 - mmengine - INFO - Epoch(val) [4][6000/6282] eta: 0:00:13 time: 0.0478 data_time: 0.0034 memory: 2308 2022/08/31 07:10:10 - mmengine - INFO - Epoch(val) [4][6020/6282] eta: 0:00:11 time: 0.0450 data_time: 0.0026 memory: 2308 2022/08/31 07:10:11 - mmengine - INFO - Epoch(val) [4][6040/6282] eta: 0:00:11 time: 0.0459 data_time: 0.0025 memory: 2308 2022/08/31 07:10:12 - mmengine - INFO - Epoch(val) [4][6060/6282] eta: 0:00:09 time: 0.0440 data_time: 0.0030 memory: 2308 2022/08/31 07:10:13 - mmengine - INFO - Epoch(val) [4][6080/6282] eta: 0:00:09 time: 0.0468 data_time: 0.0019 memory: 2308 2022/08/31 07:10:14 - mmengine - INFO - Epoch(val) [4][6100/6282] eta: 0:00:07 time: 0.0434 data_time: 0.0026 memory: 2308 2022/08/31 07:10:15 - mmengine - INFO - Epoch(val) [4][6120/6282] eta: 0:00:08 time: 0.0514 data_time: 0.0028 memory: 2308 2022/08/31 07:10:16 - mmengine - INFO - Epoch(val) [4][6140/6282] eta: 0:00:07 time: 0.0561 data_time: 0.0025 memory: 2308 2022/08/31 07:10:17 - mmengine - INFO - Epoch(val) [4][6160/6282] eta: 0:00:06 time: 0.0532 data_time: 0.0021 memory: 2308 2022/08/31 07:10:18 - mmengine - INFO - Epoch(val) [4][6180/6282] eta: 0:00:04 time: 0.0432 data_time: 0.0022 memory: 2308 2022/08/31 07:10:19 - mmengine - INFO - Epoch(val) [4][6200/6282] eta: 0:00:03 time: 0.0441 data_time: 0.0034 memory: 2308 2022/08/31 07:10:20 - mmengine - INFO - Epoch(val) [4][6220/6282] eta: 0:00:04 time: 0.0663 data_time: 0.0018 memory: 2308 2022/08/31 07:10:21 - mmengine - INFO - Epoch(val) [4][6240/6282] eta: 0:00:01 time: 0.0421 data_time: 0.0016 memory: 2308 2022/08/31 07:10:22 - mmengine - INFO - Epoch(val) [4][6260/6282] eta: 0:00:00 time: 0.0399 data_time: 0.0020 memory: 2308 2022/08/31 07:10:23 - mmengine - INFO - Epoch(val) [4][6280/6282] eta: 0:00:00 time: 0.0514 data_time: 0.0023 memory: 2308 2022/08/31 07:15:50 - mmengine - INFO - Epoch(val) [4][6282/6282] mAP/mAP@0.5IOU: 0.2233 2022/08/31 07:15:50 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_4.pth is removed 2022/08/31 07:15:53 - mmengine - INFO - The best checkpoint with 0.2233 mAP/mAP@0.5IOU at 5 epoch is saved to best_mAP/mAP@0.5IOU_epoch_5.pth. 2022/08/31 07:16:04 - mmengine - INFO - Epoch(train) [5][20/1921] lr: 1.2328e-01 eta: 4:28:15 time: 0.5284 data_time: 0.0336 memory: 8542 grad_norm: 0.0930 recall@thr=0.5: 0.8260 prec@thr=0.5: 0.8799 recall@top3: 0.8201 prec@top3: 0.7745 recall@top5: 0.9828 prec@top5: 0.5765 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 07:16:14 - mmengine - INFO - Epoch(train) [5][40/1921] lr: 1.2356e-01 eta: 4:28:04 time: 0.5192 data_time: 0.0211 memory: 8534 grad_norm: 0.0900 recall@thr=0.5: 0.6204 prec@thr=0.5: 0.6963 recall@top3: 0.8093 prec@top3: 0.6296 recall@top5: 0.9278 prec@top5: 0.4400 loss_action_cls: 0.0396 loss: 0.0396 2022/08/31 07:16:25 - mmengine - INFO - Epoch(train) [5][60/1921] lr: 1.2384e-01 eta: 4:27:54 time: 0.5241 data_time: 0.0183 memory: 8559 grad_norm: 0.0900 recall@thr=0.5: 0.6495 prec@thr=0.5: 0.7407 recall@top3: 0.7255 prec@top3: 0.6863 recall@top5: 0.8995 prec@top5: 0.5176 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 07:16:35 - mmengine - INFO - Epoch(train) [5][80/1921] lr: 1.2412e-01 eta: 4:27:43 time: 0.5275 data_time: 0.0218 memory: 8491 grad_norm: 0.0930 recall@thr=0.5: 0.6946 prec@thr=0.5: 0.7581 recall@top3: 0.8290 prec@top3: 0.6667 recall@top5: 0.9656 prec@top5: 0.4774 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 07:16:46 - mmengine - INFO - Epoch(train) [5][100/1921] lr: 1.2440e-01 eta: 4:27:33 time: 0.5219 data_time: 0.0162 memory: 8671 grad_norm: 0.0908 recall@thr=0.5: 0.7638 prec@thr=0.5: 0.8075 recall@top3: 0.8241 prec@top3: 0.6437 recall@top5: 0.9270 prec@top5: 0.4552 loss_action_cls: 0.0410 loss: 0.0410 2022/08/31 07:16:57 - mmengine - INFO - Epoch(train) [5][120/1921] lr: 1.2468e-01 eta: 4:27:24 time: 0.5422 data_time: 0.0196 memory: 8559 grad_norm: 0.0898 recall@thr=0.5: 0.6267 prec@thr=0.5: 0.6833 recall@top3: 0.6567 prec@top3: 0.6133 recall@top5: 0.8200 prec@top5: 0.4640 loss_action_cls: 0.0448 loss: 0.0448 2022/08/31 07:17:07 - mmengine - INFO - Epoch(train) [5][140/1921] lr: 1.2497e-01 eta: 4:27:11 time: 0.5014 data_time: 0.0176 memory: 8714 grad_norm: 0.0916 recall@thr=0.5: 0.7569 prec@thr=0.5: 0.8727 recall@top3: 0.8264 prec@top3: 0.7778 recall@top5: 0.9120 prec@top5: 0.5167 loss_action_cls: 0.0387 loss: 0.0387 2022/08/31 07:17:17 - mmengine - INFO - Epoch(train) [5][160/1921] lr: 1.2525e-01 eta: 4:27:02 time: 0.5320 data_time: 0.0170 memory: 8722 grad_norm: 0.0930 recall@thr=0.5: 0.6022 prec@thr=0.5: 0.6801 recall@top3: 0.7742 prec@top3: 0.6237 recall@top5: 0.9382 prec@top5: 0.4581 loss_action_cls: 0.0392 loss: 0.0392 2022/08/31 07:17:28 - mmengine - INFO - Epoch(train) [5][180/1921] lr: 1.2553e-01 eta: 4:26:51 time: 0.5249 data_time: 0.0186 memory: 8517 grad_norm: 0.0958 recall@thr=0.5: 0.7109 prec@thr=0.5: 0.7578 recall@top3: 0.7578 prec@top3: 0.6354 recall@top5: 0.9062 prec@top5: 0.4625 loss_action_cls: 0.0428 loss: 0.0428 2022/08/31 07:17:38 - mmengine - INFO - Epoch(train) [5][200/1921] lr: 1.2581e-01 eta: 4:26:39 time: 0.5072 data_time: 0.0186 memory: 8482 grad_norm: 0.0940 recall@thr=0.5: 0.6611 prec@thr=0.5: 0.8317 recall@top3: 0.8389 prec@top3: 0.6889 recall@top5: 0.9917 prec@top5: 0.5067 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 07:17:48 - mmengine - INFO - Epoch(train) [5][220/1921] lr: 1.2609e-01 eta: 4:26:27 time: 0.4960 data_time: 0.0185 memory: 8500 grad_norm: 0.0901 recall@thr=0.5: 0.7318 prec@thr=0.5: 0.8411 recall@top3: 0.8281 prec@top3: 0.6979 recall@top5: 0.9062 prec@top5: 0.4750 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 07:17:58 - mmengine - INFO - Epoch(train) [5][240/1921] lr: 1.2637e-01 eta: 4:26:16 time: 0.5171 data_time: 0.0168 memory: 8612 grad_norm: 0.0938 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.8148 recall@top3: 0.8106 prec@top3: 0.7130 recall@top5: 0.9157 prec@top5: 0.4889 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 07:18:08 - mmengine - INFO - Epoch(train) [5][260/1921] lr: 1.2665e-01 eta: 4:26:04 time: 0.5095 data_time: 0.0176 memory: 8577 grad_norm: 0.0973 recall@thr=0.5: 0.7520 prec@thr=0.5: 0.7704 recall@top3: 0.7575 prec@top3: 0.7415 recall@top5: 0.9286 prec@top5: 0.5510 loss_action_cls: 0.0378 loss: 0.0378 2022/08/31 07:18:18 - mmengine - INFO - Epoch(train) [5][280/1921] lr: 1.2693e-01 eta: 4:25:52 time: 0.5034 data_time: 0.0181 memory: 8559 grad_norm: 0.0921 recall@thr=0.5: 0.7202 prec@thr=0.5: 0.8988 recall@top3: 0.8929 prec@top3: 0.7500 recall@top5: 0.9881 prec@top5: 0.5071 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 07:18:29 - mmengine - INFO - Epoch(train) [5][300/1921] lr: 1.2721e-01 eta: 4:25:40 time: 0.5071 data_time: 0.0169 memory: 8577 grad_norm: 0.0895 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.7955 recall@top3: 0.8308 prec@top3: 0.6869 recall@top5: 0.9747 prec@top5: 0.4909 loss_action_cls: 0.0376 loss: 0.0376 2022/08/31 07:18:37 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 07:18:39 - mmengine - INFO - Epoch(train) [5][320/1921] lr: 1.2750e-01 eta: 4:25:29 time: 0.5180 data_time: 0.0177 memory: 8559 grad_norm: 0.0922 recall@thr=0.5: 0.6973 prec@thr=0.5: 0.7849 recall@top3: 0.7787 prec@top3: 0.6124 recall@top5: 0.9384 prec@top5: 0.4605 loss_action_cls: 0.0398 loss: 0.0398 2022/08/31 07:18:49 - mmengine - INFO - Epoch(train) [5][340/1921] lr: 1.2778e-01 eta: 4:25:18 time: 0.5153 data_time: 0.0170 memory: 8508 grad_norm: 0.0926 recall@thr=0.5: 0.6520 prec@thr=0.5: 0.7892 recall@top3: 0.7500 prec@top3: 0.5882 recall@top5: 0.8725 prec@top5: 0.4235 loss_action_cls: 0.0381 loss: 0.0381 2022/08/31 07:19:00 - mmengine - INFO - Epoch(train) [5][360/1921] lr: 1.2806e-01 eta: 4:25:08 time: 0.5201 data_time: 0.0180 memory: 8689 grad_norm: 0.0964 recall@thr=0.5: 0.6532 prec@thr=0.5: 0.6802 recall@top3: 0.7747 prec@top3: 0.6494 recall@top5: 0.9046 prec@top5: 0.4690 loss_action_cls: 0.0438 loss: 0.0438 2022/08/31 07:19:10 - mmengine - INFO - Epoch(train) [5][380/1921] lr: 1.2834e-01 eta: 4:24:55 time: 0.4925 data_time: 0.0166 memory: 8534 grad_norm: 0.0909 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.7440 recall@top3: 0.7667 prec@top3: 0.6667 recall@top5: 0.9262 prec@top5: 0.5000 loss_action_cls: 0.0402 loss: 0.0402 2022/08/31 07:19:20 - mmengine - INFO - Epoch(train) [5][400/1921] lr: 1.2862e-01 eta: 4:24:46 time: 0.5417 data_time: 0.0205 memory: 8612 grad_norm: 0.0944 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7549 recall@top3: 0.8554 prec@top3: 0.6176 recall@top5: 0.9828 prec@top5: 0.4471 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 07:19:31 - mmengine - INFO - Epoch(train) [5][420/1921] lr: 1.2890e-01 eta: 4:24:37 time: 0.5431 data_time: 0.0189 memory: 8534 grad_norm: 0.0932 recall@thr=0.5: 0.6748 prec@thr=0.5: 0.7195 recall@top3: 0.7622 prec@top3: 0.5691 recall@top5: 0.8618 prec@top5: 0.4000 loss_action_cls: 0.0405 loss: 0.0405 2022/08/31 07:19:41 - mmengine - INFO - Epoch(train) [5][440/1921] lr: 1.2918e-01 eta: 4:24:24 time: 0.4928 data_time: 0.0166 memory: 8534 grad_norm: 0.0892 recall@thr=0.5: 0.7199 prec@thr=0.5: 0.7801 recall@top3: 0.8727 prec@top3: 0.6852 recall@top5: 0.9792 prec@top5: 0.4722 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 07:19:51 - mmengine - INFO - Epoch(train) [5][460/1921] lr: 1.2946e-01 eta: 4:24:12 time: 0.5026 data_time: 0.0190 memory: 8517 grad_norm: 0.0930 recall@thr=0.5: 0.6301 prec@thr=0.5: 0.7805 recall@top3: 0.8598 prec@top3: 0.6992 recall@top5: 0.9350 prec@top5: 0.4634 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 07:20:02 - mmengine - INFO - Epoch(train) [5][480/1921] lr: 1.2974e-01 eta: 4:24:02 time: 0.5305 data_time: 0.0181 memory: 8534 grad_norm: 0.0937 recall@thr=0.5: 0.7786 prec@thr=0.5: 0.8464 recall@top3: 0.8542 prec@top3: 0.6771 recall@top5: 0.9583 prec@top5: 0.4750 loss_action_cls: 0.0418 loss: 0.0418 2022/08/31 07:20:12 - mmengine - INFO - Epoch(train) [5][500/1921] lr: 1.3003e-01 eta: 4:23:52 time: 0.5265 data_time: 0.0230 memory: 8568 grad_norm: 0.0883 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8126 recall@top3: 0.7703 prec@top3: 0.6829 recall@top5: 0.9573 prec@top5: 0.5268 loss_action_cls: 0.0398 loss: 0.0398 2022/08/31 07:20:22 - mmengine - INFO - Epoch(train) [5][520/1921] lr: 1.3031e-01 eta: 4:23:40 time: 0.5058 data_time: 0.0211 memory: 8526 grad_norm: 0.0900 recall@thr=0.5: 0.7071 prec@thr=0.5: 0.7424 recall@top3: 0.7904 prec@top3: 0.5556 recall@top5: 0.8990 prec@top5: 0.3879 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 07:20:32 - mmengine - INFO - Epoch(train) [5][540/1921] lr: 1.3059e-01 eta: 4:23:27 time: 0.4875 data_time: 0.0201 memory: 8552 grad_norm: 0.0934 recall@thr=0.5: 0.8037 prec@thr=0.5: 0.8374 recall@top3: 0.8395 prec@top3: 0.7959 recall@top5: 0.9816 prec@top5: 0.5673 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 07:20:43 - mmengine - INFO - Epoch(train) [5][560/1921] lr: 1.3087e-01 eta: 4:23:16 time: 0.5273 data_time: 0.0155 memory: 8474 grad_norm: 0.0882 recall@thr=0.5: 0.6063 prec@thr=0.5: 0.6667 recall@top3: 0.7960 prec@top3: 0.5632 recall@top5: 0.9368 prec@top5: 0.4000 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 07:20:53 - mmengine - INFO - Epoch(train) [5][580/1921] lr: 1.3115e-01 eta: 4:23:06 time: 0.5274 data_time: 0.0207 memory: 8620 grad_norm: 0.0914 recall@thr=0.5: 0.6157 prec@thr=0.5: 0.6789 recall@top3: 0.7578 prec@top3: 0.5196 recall@top5: 0.9338 prec@top5: 0.4118 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 07:21:04 - mmengine - INFO - Epoch(train) [5][600/1921] lr: 1.3143e-01 eta: 4:22:55 time: 0.5172 data_time: 0.0202 memory: 8577 grad_norm: 0.0977 recall@thr=0.5: 0.4862 prec@thr=0.5: 0.6552 recall@top3: 0.5902 prec@top3: 0.5402 recall@top5: 0.8103 prec@top5: 0.4690 loss_action_cls: 0.0439 loss: 0.0439 2022/08/31 07:21:14 - mmengine - INFO - Epoch(train) [5][620/1921] lr: 1.3171e-01 eta: 4:22:44 time: 0.5103 data_time: 0.0202 memory: 8602 grad_norm: 0.0876 recall@thr=0.5: 0.6739 prec@thr=0.5: 0.7150 recall@top3: 0.7817 prec@top3: 0.7222 recall@top5: 0.9833 prec@top5: 0.5667 loss_action_cls: 0.0375 loss: 0.0375 2022/08/31 07:21:24 - mmengine - INFO - Epoch(train) [5][640/1921] lr: 1.3199e-01 eta: 4:22:34 time: 0.5248 data_time: 0.0213 memory: 8474 grad_norm: 0.0925 recall@thr=0.5: 0.5878 prec@thr=0.5: 0.7387 recall@top3: 0.7095 prec@top3: 0.6396 recall@top5: 0.8514 prec@top5: 0.4595 loss_action_cls: 0.0388 loss: 0.0388 2022/08/31 07:21:35 - mmengine - INFO - Epoch(train) [5][660/1921] lr: 1.3227e-01 eta: 4:22:23 time: 0.5178 data_time: 0.0196 memory: 8731 grad_norm: 0.0868 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.6852 recall@top3: 0.8167 prec@top3: 0.6074 recall@top5: 0.8833 prec@top5: 0.4000 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 07:21:45 - mmengine - INFO - Epoch(train) [5][680/1921] lr: 1.3256e-01 eta: 4:22:12 time: 0.5219 data_time: 0.0187 memory: 8457 grad_norm: 0.0925 recall@thr=0.5: 0.7633 prec@thr=0.5: 0.8033 recall@top3: 0.8400 prec@top3: 0.6267 recall@top5: 0.9600 prec@top5: 0.4400 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 07:21:55 - mmengine - INFO - Epoch(train) [5][700/1921] lr: 1.3284e-01 eta: 4:22:01 time: 0.5082 data_time: 0.0260 memory: 8577 grad_norm: 0.0891 recall@thr=0.5: 0.6623 prec@thr=0.5: 0.7390 recall@top3: 0.7675 prec@top3: 0.5789 recall@top5: 0.9737 prec@top5: 0.4474 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 07:22:06 - mmengine - INFO - Epoch(train) [5][720/1921] lr: 1.3312e-01 eta: 4:21:50 time: 0.5201 data_time: 0.0195 memory: 8559 grad_norm: 0.0888 recall@thr=0.5: 0.8160 prec@thr=0.5: 0.8681 recall@top3: 0.8889 prec@top3: 0.7222 recall@top5: 0.9410 prec@top5: 0.4750 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 07:22:16 - mmengine - INFO - Epoch(train) [5][740/1921] lr: 1.3340e-01 eta: 4:21:39 time: 0.5153 data_time: 0.0213 memory: 8517 grad_norm: 0.0876 recall@thr=0.5: 0.6987 prec@thr=0.5: 0.7564 recall@top3: 0.7788 prec@top3: 0.5513 recall@top5: 0.7917 prec@top5: 0.3385 loss_action_cls: 0.0395 loss: 0.0395 2022/08/31 07:22:26 - mmengine - INFO - Epoch(train) [5][760/1921] lr: 1.3368e-01 eta: 4:21:27 time: 0.5041 data_time: 0.0210 memory: 8517 grad_norm: 0.0852 recall@thr=0.5: 0.7392 prec@thr=0.5: 0.7667 recall@top3: 0.7903 prec@top3: 0.7419 recall@top5: 0.9677 prec@top5: 0.5419 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 07:22:36 - mmengine - INFO - Epoch(train) [5][780/1921] lr: 1.3396e-01 eta: 4:21:16 time: 0.5192 data_time: 0.0201 memory: 8508 grad_norm: 0.0888 recall@thr=0.5: 0.6824 prec@thr=0.5: 0.7995 recall@top3: 0.8063 prec@top3: 0.6667 recall@top5: 0.9459 prec@top5: 0.4865 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 07:22:47 - mmengine - INFO - Epoch(train) [5][800/1921] lr: 1.3424e-01 eta: 4:21:05 time: 0.5089 data_time: 0.0214 memory: 8552 grad_norm: 0.0927 recall@thr=0.5: 0.8011 prec@thr=0.5: 0.9301 recall@top3: 0.8575 prec@top3: 0.7312 recall@top5: 1.0000 prec@top5: 0.5226 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 07:22:57 - mmengine - INFO - Epoch(train) [5][820/1921] lr: 1.3452e-01 eta: 4:20:55 time: 0.5355 data_time: 0.0211 memory: 8508 grad_norm: 0.0934 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.7381 recall@top3: 0.8119 prec@top3: 0.6190 recall@top5: 0.9381 prec@top5: 0.4286 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 07:23:07 - mmengine - INFO - Epoch(train) [5][840/1921] lr: 1.3480e-01 eta: 4:20:43 time: 0.5067 data_time: 0.0198 memory: 8620 grad_norm: 0.0893 recall@thr=0.5: 0.6731 prec@thr=0.5: 0.8011 recall@top3: 0.8097 prec@top3: 0.6129 recall@top5: 0.9720 prec@top5: 0.4516 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 07:23:18 - mmengine - INFO - Epoch(train) [5][860/1921] lr: 1.3509e-01 eta: 4:20:33 time: 0.5242 data_time: 0.0201 memory: 8500 grad_norm: 0.0891 recall@thr=0.5: 0.6387 prec@thr=0.5: 0.7600 recall@top3: 0.6747 prec@top3: 0.6000 recall@top5: 0.8933 prec@top5: 0.5040 loss_action_cls: 0.0399 loss: 0.0399 2022/08/31 07:23:28 - mmengine - INFO - Epoch(train) [5][880/1921] lr: 1.3537e-01 eta: 4:20:20 time: 0.4905 data_time: 0.0206 memory: 8491 grad_norm: 0.0910 recall@thr=0.5: 0.7731 prec@thr=0.5: 0.8338 recall@top3: 0.8495 prec@top3: 0.6481 recall@top5: 0.9282 prec@top5: 0.4389 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 07:23:38 - mmengine - INFO - Epoch(train) [5][900/1921] lr: 1.3565e-01 eta: 4:20:11 time: 0.5368 data_time: 0.0165 memory: 8783 grad_norm: 0.0898 recall@thr=0.5: 0.7154 prec@thr=0.5: 0.8171 recall@top3: 0.8354 prec@top3: 0.6667 recall@top5: 0.9614 prec@top5: 0.4732 loss_action_cls: 0.0376 loss: 0.0376 2022/08/31 07:23:48 - mmengine - INFO - Epoch(train) [5][920/1921] lr: 1.3593e-01 eta: 4:19:59 time: 0.4978 data_time: 0.0198 memory: 8542 grad_norm: 0.0965 recall@thr=0.5: 0.7118 prec@thr=0.5: 0.8403 recall@top3: 0.8160 prec@top3: 0.6389 recall@top5: 0.8889 prec@top5: 0.4333 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 07:23:59 - mmengine - INFO - Epoch(train) [5][940/1921] lr: 1.3621e-01 eta: 4:19:48 time: 0.5208 data_time: 0.0177 memory: 8568 grad_norm: 0.0872 recall@thr=0.5: 0.6774 prec@thr=0.5: 0.7410 recall@top3: 0.7885 prec@top3: 0.5983 recall@top5: 0.9209 prec@top5: 0.4410 loss_action_cls: 0.0421 loss: 0.0421 2022/08/31 07:24:09 - mmengine - INFO - Epoch(train) [5][960/1921] lr: 1.3649e-01 eta: 4:19:36 time: 0.5048 data_time: 0.0191 memory: 8482 grad_norm: 0.0910 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.8119 recall@top3: 0.8500 prec@top3: 0.7524 recall@top5: 0.9690 prec@top5: 0.5143 loss_action_cls: 0.0387 loss: 0.0387 2022/08/31 07:24:19 - mmengine - INFO - Epoch(train) [5][980/1921] lr: 1.3677e-01 eta: 4:19:25 time: 0.5143 data_time: 0.0196 memory: 8542 grad_norm: 0.0943 recall@thr=0.5: 0.7005 prec@thr=0.5: 0.7344 recall@top3: 0.7786 prec@top3: 0.6458 recall@top5: 0.9219 prec@top5: 0.4625 loss_action_cls: 0.0409 loss: 0.0409 2022/08/31 07:24:29 - mmengine - INFO - Epoch(train) [5][1000/1921] lr: 1.3705e-01 eta: 4:19:13 time: 0.4993 data_time: 0.0200 memory: 8482 grad_norm: 0.0881 recall@thr=0.5: 0.6264 prec@thr=0.5: 0.8333 recall@top3: 0.7730 prec@top3: 0.7241 recall@top5: 0.8822 prec@top5: 0.4897 loss_action_cls: 0.0361 loss: 0.0361 2022/08/31 07:24:39 - mmengine - INFO - Epoch(train) [5][1020/1921] lr: 1.3733e-01 eta: 4:19:02 time: 0.5124 data_time: 0.0159 memory: 8491 grad_norm: 0.0931 recall@thr=0.5: 0.5807 prec@thr=0.5: 0.7187 recall@top3: 0.7917 prec@top3: 0.6562 recall@top5: 0.9661 prec@top5: 0.4750 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 07:24:50 - mmengine - INFO - Epoch(train) [5][1040/1921] lr: 1.3762e-01 eta: 4:18:52 time: 0.5299 data_time: 0.0211 memory: 8534 grad_norm: 0.0880 recall@thr=0.5: 0.7758 prec@thr=0.5: 0.7857 recall@top3: 0.8155 prec@top3: 0.6984 recall@top5: 0.9722 prec@top5: 0.5048 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 07:25:00 - mmengine - INFO - Epoch(train) [5][1060/1921] lr: 1.3790e-01 eta: 4:18:40 time: 0.4997 data_time: 0.0208 memory: 8585 grad_norm: 0.0885 recall@thr=0.5: 0.6690 prec@thr=0.5: 0.8472 recall@top3: 0.7986 prec@top3: 0.7222 recall@top5: 0.9815 prec@top5: 0.5500 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 07:25:10 - mmengine - INFO - Epoch(train) [5][1080/1921] lr: 1.3818e-01 eta: 4:18:29 time: 0.5201 data_time: 0.0174 memory: 8542 grad_norm: 0.0878 recall@thr=0.5: 0.5526 prec@thr=0.5: 0.6228 recall@top3: 0.7127 prec@top3: 0.6228 recall@top5: 0.9671 prec@top5: 0.4947 loss_action_cls: 0.0397 loss: 0.0397 2022/08/31 07:25:21 - mmengine - INFO - Epoch(train) [5][1100/1921] lr: 1.3846e-01 eta: 4:18:18 time: 0.5145 data_time: 0.0186 memory: 8637 grad_norm: 0.0895 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7794 recall@top3: 0.8897 prec@top3: 0.6471 recall@top5: 0.9510 prec@top5: 0.4235 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 07:25:31 - mmengine - INFO - Epoch(train) [5][1120/1921] lr: 1.3874e-01 eta: 4:18:06 time: 0.4922 data_time: 0.0196 memory: 8585 grad_norm: 0.0883 recall@thr=0.5: 0.6417 prec@thr=0.5: 0.7306 recall@top3: 0.7206 prec@top3: 0.5889 recall@top5: 0.8722 prec@top5: 0.4333 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 07:25:41 - mmengine - INFO - Epoch(train) [5][1140/1921] lr: 1.3902e-01 eta: 4:17:55 time: 0.5231 data_time: 0.0161 memory: 8696 grad_norm: 0.0925 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6886 recall@top3: 0.7237 prec@top3: 0.5965 recall@top5: 0.8816 prec@top5: 0.4316 loss_action_cls: 0.0361 loss: 0.0361 2022/08/31 07:25:51 - mmengine - INFO - Epoch(train) [5][1160/1921] lr: 1.3930e-01 eta: 4:17:44 time: 0.5150 data_time: 0.0220 memory: 8491 grad_norm: 0.0917 recall@thr=0.5: 0.7018 prec@thr=0.5: 0.7039 recall@top3: 0.8114 prec@top3: 0.6579 recall@top5: 0.9057 prec@top5: 0.4474 loss_action_cls: 0.0385 loss: 0.0385 2022/08/31 07:26:02 - mmengine - INFO - Epoch(train) [5][1180/1921] lr: 1.3958e-01 eta: 4:17:34 time: 0.5262 data_time: 0.0174 memory: 8517 grad_norm: 0.0895 recall@thr=0.5: 0.5788 prec@thr=0.5: 0.7750 recall@top3: 0.7550 prec@top3: 0.6167 recall@top5: 0.8867 prec@top5: 0.4550 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 07:26:12 - mmengine - INFO - Epoch(train) [5][1200/1921] lr: 1.3987e-01 eta: 4:17:22 time: 0.4982 data_time: 0.0206 memory: 8552 grad_norm: 0.0929 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6131 recall@top3: 0.6815 prec@top3: 0.5119 recall@top5: 0.8274 prec@top5: 0.3857 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 07:26:22 - mmengine - INFO - Epoch(train) [5][1220/1921] lr: 1.4015e-01 eta: 4:17:11 time: 0.5115 data_time: 0.0155 memory: 8508 grad_norm: 0.0909 recall@thr=0.5: 0.7531 prec@thr=0.5: 0.8673 recall@top3: 0.7963 prec@top3: 0.6049 recall@top5: 0.9506 prec@top5: 0.4519 loss_action_cls: 0.0407 loss: 0.0407 2022/08/31 07:26:32 - mmengine - INFO - Epoch(train) [5][1240/1921] lr: 1.4043e-01 eta: 4:16:59 time: 0.5076 data_time: 0.0187 memory: 8568 grad_norm: 0.0899 recall@thr=0.5: 0.7029 prec@thr=0.5: 0.8578 recall@top3: 0.8275 prec@top3: 0.6765 recall@top5: 0.9461 prec@top5: 0.4706 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 07:26:43 - mmengine - INFO - Epoch(train) [5][1260/1921] lr: 1.4071e-01 eta: 4:16:49 time: 0.5218 data_time: 0.0182 memory: 8559 grad_norm: 0.0918 recall@thr=0.5: 0.6768 prec@thr=0.5: 0.6399 recall@top3: 0.8232 prec@top3: 0.6364 recall@top5: 0.9318 prec@top5: 0.4485 loss_action_cls: 0.0403 loss: 0.0403 2022/08/31 07:26:53 - mmengine - INFO - Epoch(train) [5][1280/1921] lr: 1.4099e-01 eta: 4:16:37 time: 0.5015 data_time: 0.0197 memory: 8517 grad_norm: 0.0862 recall@thr=0.5: 0.7773 prec@thr=0.5: 0.8475 recall@top3: 0.8697 prec@top3: 0.7778 recall@top5: 0.9576 prec@top5: 0.5394 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 07:27:03 - mmengine - INFO - Epoch(train) [5][1300/1921] lr: 1.4127e-01 eta: 4:16:27 time: 0.5324 data_time: 0.0195 memory: 8517 grad_norm: 0.0884 recall@thr=0.5: 0.7957 prec@thr=0.5: 0.8618 recall@top3: 0.8790 prec@top3: 0.7634 recall@top5: 0.9785 prec@top5: 0.5226 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 07:27:12 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 07:27:14 - mmengine - INFO - Epoch(train) [5][1320/1921] lr: 1.4155e-01 eta: 4:16:17 time: 0.5236 data_time: 0.0214 memory: 8585 grad_norm: 0.0887 recall@thr=0.5: 0.6644 prec@thr=0.5: 0.8108 recall@top3: 0.8131 prec@top3: 0.7207 recall@top5: 0.9347 prec@top5: 0.5135 loss_action_cls: 0.0381 loss: 0.0381 2022/08/31 07:27:24 - mmengine - INFO - Epoch(train) [5][1340/1921] lr: 1.4183e-01 eta: 4:16:05 time: 0.5030 data_time: 0.0232 memory: 8482 grad_norm: 0.0885 recall@thr=0.5: 0.6607 prec@thr=0.5: 0.8393 recall@top3: 0.7917 prec@top3: 0.6548 recall@top5: 0.9435 prec@top5: 0.4857 loss_action_cls: 0.0413 loss: 0.0413 2022/08/31 07:27:34 - mmengine - INFO - Epoch(train) [5][1360/1921] lr: 1.4211e-01 eta: 4:15:54 time: 0.5162 data_time: 0.0196 memory: 8542 grad_norm: 0.0883 recall@thr=0.5: 0.8103 prec@thr=0.5: 0.8910 recall@top3: 0.8744 prec@top3: 0.6795 recall@top5: 0.9462 prec@top5: 0.4538 loss_action_cls: 0.0419 loss: 0.0419 2022/08/31 07:27:44 - mmengine - INFO - Epoch(train) [5][1380/1921] lr: 1.4240e-01 eta: 4:15:42 time: 0.5030 data_time: 0.0216 memory: 8508 grad_norm: 0.0902 recall@thr=0.5: 0.6698 prec@thr=0.5: 0.7321 recall@top3: 0.6667 prec@top3: 0.6790 recall@top5: 0.8802 prec@top5: 0.5259 loss_action_cls: 0.0401 loss: 0.0401 2022/08/31 07:27:55 - mmengine - INFO - Epoch(train) [5][1400/1921] lr: 1.4268e-01 eta: 4:15:32 time: 0.5235 data_time: 0.0183 memory: 8534 grad_norm: 0.0918 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.6172 recall@top3: 0.7240 prec@top3: 0.5312 recall@top5: 0.9010 prec@top5: 0.4125 loss_action_cls: 0.0389 loss: 0.0389 2022/08/31 07:28:05 - mmengine - INFO - Epoch(train) [5][1420/1921] lr: 1.4296e-01 eta: 4:15:20 time: 0.5064 data_time: 0.0225 memory: 8559 grad_norm: 0.0856 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.7722 recall@top3: 0.8222 prec@top3: 0.7111 recall@top5: 0.9722 prec@top5: 0.5333 loss_action_cls: 0.0387 loss: 0.0387 2022/08/31 07:28:15 - mmengine - INFO - Epoch(train) [5][1440/1921] lr: 1.4324e-01 eta: 4:15:10 time: 0.5199 data_time: 0.0203 memory: 8559 grad_norm: 0.0896 recall@thr=0.5: 0.6735 prec@thr=0.5: 0.7653 recall@top3: 0.7993 prec@top3: 0.6395 recall@top5: 0.9354 prec@top5: 0.4612 loss_action_cls: 0.0392 loss: 0.0392 2022/08/31 07:28:25 - mmengine - INFO - Epoch(train) [5][1460/1921] lr: 1.4352e-01 eta: 4:14:58 time: 0.4988 data_time: 0.0206 memory: 8526 grad_norm: 0.0897 recall@thr=0.5: 0.5611 prec@thr=0.5: 0.6278 recall@top3: 0.6833 prec@top3: 0.5222 recall@top5: 0.8833 prec@top5: 0.4200 loss_action_cls: 0.0417 loss: 0.0417 2022/08/31 07:28:36 - mmengine - INFO - Epoch(train) [5][1480/1921] lr: 1.4380e-01 eta: 4:14:48 time: 0.5393 data_time: 0.0171 memory: 8568 grad_norm: 0.0845 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.6771 recall@top3: 0.7745 prec@top3: 0.6042 recall@top5: 0.9583 prec@top5: 0.4625 loss_action_cls: 0.0382 loss: 0.0382 2022/08/31 07:28:46 - mmengine - INFO - Epoch(train) [5][1500/1921] lr: 1.4408e-01 eta: 4:14:36 time: 0.4971 data_time: 0.0216 memory: 8491 grad_norm: 0.0880 recall@thr=0.5: 0.8070 prec@thr=0.5: 0.8136 recall@top3: 0.8553 prec@top3: 0.6579 recall@top5: 0.9211 prec@top5: 0.4316 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 07:28:57 - mmengine - INFO - Epoch(train) [5][1520/1921] lr: 1.4436e-01 eta: 4:14:26 time: 0.5259 data_time: 0.0192 memory: 8679 grad_norm: 0.0875 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.7907 recall@top3: 0.8163 prec@top3: 0.7364 recall@top5: 0.9372 prec@top5: 0.5116 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 07:29:06 - mmengine - INFO - Epoch(train) [5][1540/1921] lr: 1.4464e-01 eta: 4:14:14 time: 0.4980 data_time: 0.0180 memory: 8602 grad_norm: 0.0887 recall@thr=0.5: 0.6742 prec@thr=0.5: 0.7424 recall@top3: 0.8977 prec@top3: 0.6667 recall@top5: 0.9583 prec@top5: 0.4455 loss_action_cls: 0.0392 loss: 0.0392 2022/08/31 07:29:17 - mmengine - INFO - Epoch(train) [5][1560/1921] lr: 1.4493e-01 eta: 4:14:03 time: 0.5163 data_time: 0.0192 memory: 8500 grad_norm: 0.0927 recall@thr=0.5: 0.7102 prec@thr=0.5: 0.7519 recall@top3: 0.8163 prec@top3: 0.6667 recall@top5: 0.9640 prec@top5: 0.4682 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 07:29:27 - mmengine - INFO - Epoch(train) [5][1580/1921] lr: 1.4521e-01 eta: 4:13:53 time: 0.5286 data_time: 0.0228 memory: 8542 grad_norm: 0.0926 recall@thr=0.5: 0.6593 prec@thr=0.5: 0.8310 recall@top3: 0.7750 prec@top3: 0.6944 recall@top5: 0.9333 prec@top5: 0.5167 loss_action_cls: 0.0390 loss: 0.0390 2022/08/31 07:29:37 - mmengine - INFO - Epoch(train) [5][1600/1921] lr: 1.4549e-01 eta: 4:13:41 time: 0.5019 data_time: 0.0214 memory: 8542 grad_norm: 0.0892 recall@thr=0.5: 0.6228 prec@thr=0.5: 0.7719 recall@top3: 0.8004 prec@top3: 0.6491 recall@top5: 0.9167 prec@top5: 0.4526 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 07:29:48 - mmengine - INFO - Epoch(train) [5][1620/1921] lr: 1.4577e-01 eta: 4:13:31 time: 0.5246 data_time: 0.0198 memory: 8542 grad_norm: 0.0892 recall@thr=0.5: 0.7930 prec@thr=0.5: 0.8226 recall@top3: 0.8441 prec@top3: 0.6989 recall@top5: 0.9677 prec@top5: 0.4903 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 07:29:58 - mmengine - INFO - Epoch(train) [5][1640/1921] lr: 1.4605e-01 eta: 4:13:19 time: 0.4985 data_time: 0.0203 memory: 8526 grad_norm: 0.0926 recall@thr=0.5: 0.5988 prec@thr=0.5: 0.7130 recall@top3: 0.7901 prec@top3: 0.6543 recall@top5: 0.9352 prec@top5: 0.4593 loss_action_cls: 0.0419 loss: 0.0419 2022/08/31 07:30:08 - mmengine - INFO - Epoch(train) [5][1660/1921] lr: 1.4633e-01 eta: 4:13:09 time: 0.5216 data_time: 0.0208 memory: 8534 grad_norm: 0.0903 recall@thr=0.5: 0.6609 prec@thr=0.5: 0.7816 recall@top3: 0.7874 prec@top3: 0.6552 recall@top5: 0.9713 prec@top5: 0.4828 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 07:30:19 - mmengine - INFO - Epoch(train) [5][1680/1921] lr: 1.4661e-01 eta: 4:12:58 time: 0.5246 data_time: 0.0213 memory: 8482 grad_norm: 0.0836 recall@thr=0.5: 0.7161 prec@thr=0.5: 0.8229 recall@top3: 0.8932 prec@top3: 0.6354 recall@top5: 0.9505 prec@top5: 0.4187 loss_action_cls: 0.0382 loss: 0.0382 2022/08/31 07:30:29 - mmengine - INFO - Epoch(train) [5][1700/1921] lr: 1.4689e-01 eta: 4:12:47 time: 0.5105 data_time: 0.0202 memory: 8508 grad_norm: 0.0895 recall@thr=0.5: 0.5694 prec@thr=0.5: 0.7944 recall@top3: 0.7333 prec@top3: 0.6222 recall@top5: 0.9556 prec@top5: 0.4800 loss_action_cls: 0.0378 loss: 0.0378 2022/08/31 07:30:40 - mmengine - INFO - Epoch(train) [5][1720/1921] lr: 1.4717e-01 eta: 4:12:37 time: 0.5327 data_time: 0.0279 memory: 8645 grad_norm: 0.0893 recall@thr=0.5: 0.6641 prec@thr=0.5: 0.7111 recall@top3: 0.7020 prec@top3: 0.5152 recall@top5: 0.8182 prec@top5: 0.3697 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 07:30:50 - mmengine - INFO - Epoch(train) [5][1740/1921] lr: 1.4746e-01 eta: 4:12:26 time: 0.5161 data_time: 0.0197 memory: 8559 grad_norm: 0.0892 recall@thr=0.5: 0.8049 prec@thr=0.5: 0.9106 recall@top3: 0.8537 prec@top3: 0.7561 recall@top5: 0.9939 prec@top5: 0.5366 loss_action_cls: 0.0378 loss: 0.0378 2022/08/31 07:31:00 - mmengine - INFO - Epoch(train) [5][1760/1921] lr: 1.4774e-01 eta: 4:12:15 time: 0.5083 data_time: 0.0214 memory: 8500 grad_norm: 0.0925 recall@thr=0.5: 0.6810 prec@thr=0.5: 0.6643 recall@top3: 0.8381 prec@top3: 0.5905 recall@top5: 0.9238 prec@top5: 0.3886 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 07:31:10 - mmengine - INFO - Epoch(train) [5][1780/1921] lr: 1.4802e-01 eta: 4:12:04 time: 0.5151 data_time: 0.0228 memory: 8526 grad_norm: 0.0843 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.8125 recall@top3: 0.8458 prec@top3: 0.6389 recall@top5: 0.9167 prec@top5: 0.4250 loss_action_cls: 0.0397 loss: 0.0397 2022/08/31 07:31:20 - mmengine - INFO - Epoch(train) [5][1800/1921] lr: 1.4830e-01 eta: 4:11:52 time: 0.4941 data_time: 0.0215 memory: 8542 grad_norm: 0.0902 recall@thr=0.5: 0.7106 prec@thr=0.5: 0.7569 recall@top3: 0.7917 prec@top3: 0.6389 recall@top5: 0.9537 prec@top5: 0.4778 loss_action_cls: 0.0382 loss: 0.0382 2022/08/31 07:31:30 - mmengine - INFO - Epoch(train) [5][1820/1921] lr: 1.4858e-01 eta: 4:11:41 time: 0.5043 data_time: 0.0203 memory: 8474 grad_norm: 0.0889 recall@thr=0.5: 0.6809 prec@thr=0.5: 0.7451 recall@top3: 0.7142 prec@top3: 0.6863 recall@top5: 0.9025 prec@top5: 0.5353 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 07:31:41 - mmengine - INFO - Epoch(train) [5][1840/1921] lr: 1.4886e-01 eta: 4:11:30 time: 0.5270 data_time: 0.0195 memory: 8552 grad_norm: 0.0891 recall@thr=0.5: 0.7756 prec@thr=0.5: 0.8511 recall@top3: 0.8470 prec@top3: 0.7481 recall@top5: 0.9400 prec@top5: 0.5200 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 07:31:51 - mmengine - INFO - Epoch(train) [5][1860/1921] lr: 1.4914e-01 eta: 4:11:19 time: 0.5059 data_time: 0.0180 memory: 8534 grad_norm: 0.0856 recall@thr=0.5: 0.7528 prec@thr=0.5: 0.8528 recall@top3: 0.8389 prec@top3: 0.7444 recall@top5: 0.9889 prec@top5: 0.5333 loss_action_cls: 0.0392 loss: 0.0392 2022/08/31 07:32:01 - mmengine - INFO - Epoch(train) [5][1880/1921] lr: 1.4942e-01 eta: 4:11:06 time: 0.4852 data_time: 0.0201 memory: 8508 grad_norm: 0.0846 recall@thr=0.5: 0.7457 prec@thr=0.5: 0.8162 recall@top3: 0.8419 prec@top3: 0.6923 recall@top5: 0.9274 prec@top5: 0.4667 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 07:32:12 - mmengine - INFO - Epoch(train) [5][1900/1921] lr: 1.4970e-01 eta: 4:10:57 time: 0.5362 data_time: 0.0168 memory: 8612 grad_norm: 0.0881 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8802 recall@top3: 0.8464 prec@top3: 0.6250 recall@top5: 0.9062 prec@top5: 0.4062 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 07:32:22 - mmengine - INFO - Epoch(train) [5][1920/1921] lr: 1.4999e-01 eta: 4:10:46 time: 0.5252 data_time: 0.0203 memory: 8517 grad_norm: 0.0880 recall@thr=0.5: 0.8949 prec@thr=0.5: 0.8913 recall@top3: 0.9420 prec@top3: 0.6812 recall@top5: 0.9783 prec@top5: 0.4348 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 07:32:22 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 07:32:22 - mmengine - INFO - Epoch(train) [5][1921/1921] lr: 1.5000e-01 eta: 4:10:46 time: 0.5148 data_time: 0.0197 memory: 6320 grad_norm: 0.0889 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.8225 recall@top3: 0.7899 prec@top3: 0.5797 recall@top5: 0.9565 prec@top5: 0.4348 loss_action_cls: 0.0385 loss: 0.0385 2022/08/31 07:32:23 - mmengine - INFO - Epoch(val) [5][20/6282] eta: 0:05:35 time: 0.0535 data_time: 0.0122 memory: 2274 2022/08/31 07:32:24 - mmengine - INFO - Epoch(val) [5][40/6282] eta: 0:04:25 time: 0.0425 data_time: 0.0035 memory: 2274 2022/08/31 07:32:25 - mmengine - INFO - Epoch(val) [5][60/6282] eta: 0:04:18 time: 0.0416 data_time: 0.0026 memory: 2274 2022/08/31 07:32:26 - mmengine - INFO - Epoch(val) [5][80/6282] eta: 0:04:17 time: 0.0415 data_time: 0.0027 memory: 2274 2022/08/31 07:32:27 - mmengine - INFO - Epoch(val) [5][100/6282] eta: 0:04:11 time: 0.0408 data_time: 0.0021 memory: 2274 2022/08/31 07:32:28 - mmengine - INFO - Epoch(val) [5][120/6282] eta: 0:04:19 time: 0.0421 data_time: 0.0023 memory: 2308 2022/08/31 07:32:29 - mmengine - INFO - Epoch(val) [5][140/6282] eta: 0:04:43 time: 0.0461 data_time: 0.0025 memory: 2308 2022/08/31 07:32:30 - mmengine - INFO - Epoch(val) [5][160/6282] eta: 0:04:40 time: 0.0458 data_time: 0.0038 memory: 2308 2022/08/31 07:32:30 - mmengine - INFO - Epoch(val) [5][180/6282] eta: 0:04:11 time: 0.0413 data_time: 0.0022 memory: 2308 2022/08/31 07:32:31 - mmengine - INFO - Epoch(val) [5][200/6282] eta: 0:04:26 time: 0.0438 data_time: 0.0026 memory: 2308 2022/08/31 07:32:32 - mmengine - INFO - Epoch(val) [5][220/6282] eta: 0:04:20 time: 0.0430 data_time: 0.0019 memory: 2279 2022/08/31 07:32:33 - mmengine - INFO - Epoch(val) [5][240/6282] eta: 0:04:49 time: 0.0479 data_time: 0.0025 memory: 2279 2022/08/31 07:32:34 - mmengine - INFO - Epoch(val) [5][260/6282] eta: 0:04:44 time: 0.0472 data_time: 0.0032 memory: 2279 2022/08/31 07:32:35 - mmengine - INFO - Epoch(val) [5][280/6282] eta: 0:04:30 time: 0.0451 data_time: 0.0029 memory: 2279 2022/08/31 07:32:36 - mmengine - INFO - Epoch(val) [5][300/6282] eta: 0:04:00 time: 0.0402 data_time: 0.0021 memory: 2308 2022/08/31 07:32:37 - mmengine - INFO - Epoch(val) [5][320/6282] eta: 0:04:59 time: 0.0502 data_time: 0.0029 memory: 2308 2022/08/31 07:32:38 - mmengine - INFO - Epoch(val) [5][340/6282] eta: 0:04:44 time: 0.0479 data_time: 0.0018 memory: 2308 2022/08/31 07:32:39 - mmengine - INFO - Epoch(val) [5][360/6282] eta: 0:04:47 time: 0.0485 data_time: 0.0026 memory: 2308 2022/08/31 07:32:40 - mmengine - INFO - Epoch(val) [5][380/6282] eta: 0:04:41 time: 0.0477 data_time: 0.0024 memory: 2308 2022/08/31 07:32:40 - mmengine - INFO - Epoch(val) [5][400/6282] eta: 0:04:12 time: 0.0429 data_time: 0.0026 memory: 2308 2022/08/31 07:32:41 - mmengine - INFO - Epoch(val) [5][420/6282] eta: 0:04:45 time: 0.0488 data_time: 0.0042 memory: 2281 2022/08/31 07:32:42 - mmengine - INFO - Epoch(val) [5][440/6282] eta: 0:03:55 time: 0.0403 data_time: 0.0019 memory: 2281 2022/08/31 07:32:43 - mmengine - INFO - Epoch(val) [5][460/6282] eta: 0:04:12 time: 0.0434 data_time: 0.0027 memory: 2281 2022/08/31 07:32:44 - mmengine - INFO - Epoch(val) [5][480/6282] eta: 0:04:12 time: 0.0436 data_time: 0.0020 memory: 2281 2022/08/31 07:32:45 - mmengine - INFO - Epoch(val) [5][500/6282] eta: 0:03:52 time: 0.0401 data_time: 0.0029 memory: 2281 2022/08/31 07:32:46 - mmengine - INFO - Epoch(val) [5][520/6282] eta: 0:04:24 time: 0.0458 data_time: 0.0026 memory: 2279 2022/08/31 07:32:47 - mmengine - INFO - Epoch(val) [5][540/6282] eta: 0:03:56 time: 0.0412 data_time: 0.0017 memory: 2279 2022/08/31 07:32:47 - mmengine - INFO - Epoch(val) [5][560/6282] eta: 0:04:01 time: 0.0421 data_time: 0.0021 memory: 2279 2022/08/31 07:32:48 - mmengine - INFO - Epoch(val) [5][580/6282] eta: 0:04:32 time: 0.0477 data_time: 0.0025 memory: 2279 2022/08/31 07:32:49 - mmengine - INFO - Epoch(val) [5][600/6282] eta: 0:04:18 time: 0.0455 data_time: 0.0030 memory: 2279 2022/08/31 07:32:50 - mmengine - INFO - Epoch(val) [5][620/6282] eta: 0:03:56 time: 0.0419 data_time: 0.0029 memory: 2279 2022/08/31 07:32:51 - mmengine - INFO - Epoch(val) [5][640/6282] eta: 0:04:04 time: 0.0434 data_time: 0.0034 memory: 2277 2022/08/31 07:32:52 - mmengine - INFO - Epoch(val) [5][660/6282] eta: 0:04:02 time: 0.0431 data_time: 0.0030 memory: 2277 2022/08/31 07:32:53 - mmengine - INFO - Epoch(val) [5][680/6282] eta: 0:03:57 time: 0.0424 data_time: 0.0024 memory: 2277 2022/08/31 07:32:54 - mmengine - INFO - Epoch(val) [5][700/6282] eta: 0:04:32 time: 0.0488 data_time: 0.0035 memory: 2277 2022/08/31 07:32:55 - mmengine - INFO - Epoch(val) [5][720/6282] eta: 0:05:12 time: 0.0562 data_time: 0.0019 memory: 2319 2022/08/31 07:32:56 - mmengine - INFO - Epoch(val) [5][740/6282] eta: 0:05:15 time: 0.0570 data_time: 0.0034 memory: 2308 2022/08/31 07:32:57 - mmengine - INFO - Epoch(val) [5][760/6282] eta: 0:04:46 time: 0.0519 data_time: 0.0031 memory: 2308 2022/08/31 07:32:58 - mmengine - INFO - Epoch(val) [5][780/6282] eta: 0:04:08 time: 0.0453 data_time: 0.0019 memory: 2308 2022/08/31 07:32:59 - mmengine - INFO - Epoch(val) [5][800/6282] eta: 0:04:24 time: 0.0483 data_time: 0.0044 memory: 2308 2022/08/31 07:33:00 - mmengine - INFO - Epoch(val) [5][820/6282] eta: 0:03:46 time: 0.0414 data_time: 0.0027 memory: 2308 2022/08/31 07:33:01 - mmengine - INFO - Epoch(val) [5][840/6282] eta: 0:04:04 time: 0.0448 data_time: 0.0023 memory: 2279 2022/08/31 07:33:02 - mmengine - INFO - Epoch(val) [5][860/6282] eta: 0:06:25 time: 0.0712 data_time: 0.0025 memory: 2279 2022/08/31 07:33:03 - mmengine - INFO - Epoch(val) [5][880/6282] eta: 0:04:05 time: 0.0454 data_time: 0.0025 memory: 2279 2022/08/31 07:33:04 - mmengine - INFO - Epoch(val) [5][900/6282] eta: 0:03:47 time: 0.0422 data_time: 0.0030 memory: 2279 2022/08/31 07:33:05 - mmengine - INFO - Epoch(val) [5][920/6282] eta: 0:04:05 time: 0.0459 data_time: 0.0025 memory: 2279 2022/08/31 07:33:06 - mmengine - INFO - Epoch(val) [5][940/6282] eta: 0:03:37 time: 0.0407 data_time: 0.0018 memory: 2274 2022/08/31 07:33:06 - mmengine - INFO - Epoch(val) [5][960/6282] eta: 0:03:40 time: 0.0415 data_time: 0.0021 memory: 2274 2022/08/31 07:33:07 - mmengine - INFO - Epoch(val) [5][980/6282] eta: 0:03:41 time: 0.0419 data_time: 0.0030 memory: 2274 2022/08/31 07:33:08 - mmengine - INFO - Epoch(val) [5][1000/6282] eta: 0:03:26 time: 0.0391 data_time: 0.0021 memory: 2274 2022/08/31 07:33:09 - mmengine - INFO - Epoch(val) [5][1020/6282] eta: 0:03:26 time: 0.0392 data_time: 0.0023 memory: 2279 2022/08/31 07:33:10 - mmengine - INFO - Epoch(val) [5][1040/6282] eta: 0:03:43 time: 0.0426 data_time: 0.0025 memory: 2279 2022/08/31 07:33:10 - mmengine - INFO - Epoch(val) [5][1060/6282] eta: 0:03:38 time: 0.0418 data_time: 0.0027 memory: 2279 2022/08/31 07:33:11 - mmengine - INFO - Epoch(val) [5][1080/6282] eta: 0:04:26 time: 0.0513 data_time: 0.0049 memory: 2279 2022/08/31 07:33:12 - mmengine - INFO - Epoch(val) [5][1100/6282] eta: 0:03:27 time: 0.0400 data_time: 0.0018 memory: 2279 2022/08/31 07:33:13 - mmengine - INFO - Epoch(val) [5][1120/6282] eta: 0:03:41 time: 0.0429 data_time: 0.0029 memory: 2279 2022/08/31 07:33:14 - mmengine - INFO - Epoch(val) [5][1140/6282] eta: 0:04:02 time: 0.0472 data_time: 0.0028 memory: 2279 2022/08/31 07:33:15 - mmengine - INFO - Epoch(val) [5][1160/6282] eta: 0:04:00 time: 0.0469 data_time: 0.0032 memory: 2279 2022/08/31 07:33:16 - mmengine - INFO - Epoch(val) [5][1180/6282] eta: 0:03:37 time: 0.0426 data_time: 0.0019 memory: 2279 2022/08/31 07:33:17 - mmengine - INFO - Epoch(val) [5][1200/6282] eta: 0:03:46 time: 0.0446 data_time: 0.0027 memory: 2279 2022/08/31 07:33:18 - mmengine - INFO - Epoch(val) [5][1220/6282] eta: 0:04:31 time: 0.0536 data_time: 0.0019 memory: 2279 2022/08/31 07:33:19 - mmengine - INFO - Epoch(val) [5][1240/6282] eta: 0:03:48 time: 0.0453 data_time: 0.0031 memory: 2308 2022/08/31 07:33:20 - mmengine - INFO - Epoch(val) [5][1260/6282] eta: 0:04:10 time: 0.0499 data_time: 0.0033 memory: 2308 2022/08/31 07:33:21 - mmengine - INFO - Epoch(val) [5][1280/6282] eta: 0:04:16 time: 0.0514 data_time: 0.0034 memory: 2308 2022/08/31 07:33:22 - mmengine - INFO - Epoch(val) [5][1300/6282] eta: 0:06:22 time: 0.0768 data_time: 0.0031 memory: 2308 2022/08/31 07:33:23 - mmengine - INFO - Epoch(val) [5][1320/6282] eta: 0:04:11 time: 0.0506 data_time: 0.0033 memory: 2308 2022/08/31 07:33:24 - mmengine - INFO - Epoch(val) [5][1340/6282] eta: 0:03:51 time: 0.0468 data_time: 0.0027 memory: 2308 2022/08/31 07:33:25 - mmengine - INFO - Epoch(val) [5][1360/6282] eta: 0:04:25 time: 0.0539 data_time: 0.0028 memory: 2308 2022/08/31 07:33:26 - mmengine - INFO - Epoch(val) [5][1380/6282] eta: 0:03:51 time: 0.0472 data_time: 0.0035 memory: 2308 2022/08/31 07:33:27 - mmengine - INFO - Epoch(val) [5][1400/6282] eta: 0:04:02 time: 0.0496 data_time: 0.0035 memory: 2308 2022/08/31 07:33:28 - mmengine - INFO - Epoch(val) [5][1420/6282] eta: 0:03:40 time: 0.0454 data_time: 0.0028 memory: 2308 2022/08/31 07:33:29 - mmengine - INFO - Epoch(val) [5][1440/6282] eta: 0:03:44 time: 0.0464 data_time: 0.0025 memory: 2308 2022/08/31 07:33:30 - mmengine - INFO - Epoch(val) [5][1460/6282] eta: 0:03:39 time: 0.0456 data_time: 0.0025 memory: 2308 2022/08/31 07:33:31 - mmengine - INFO - Epoch(val) [5][1480/6282] eta: 0:03:29 time: 0.0435 data_time: 0.0024 memory: 2308 2022/08/31 07:33:32 - mmengine - INFO - Epoch(val) [5][1500/6282] eta: 0:04:04 time: 0.0510 data_time: 0.0029 memory: 2308 2022/08/31 07:33:33 - mmengine - INFO - Epoch(val) [5][1520/6282] eta: 0:03:46 time: 0.0475 data_time: 0.0024 memory: 2352 2022/08/31 07:33:34 - mmengine - INFO - Epoch(val) [5][1540/6282] eta: 0:03:45 time: 0.0476 data_time: 0.0026 memory: 2352 2022/08/31 07:33:35 - mmengine - INFO - Epoch(val) [5][1560/6282] eta: 0:03:27 time: 0.0440 data_time: 0.0017 memory: 2352 2022/08/31 07:33:36 - mmengine - INFO - Epoch(val) [5][1580/6282] eta: 0:03:27 time: 0.0441 data_time: 0.0018 memory: 2352 2022/08/31 07:33:37 - mmengine - INFO - Epoch(val) [5][1600/6282] eta: 0:03:35 time: 0.0461 data_time: 0.0019 memory: 2352 2022/08/31 07:33:38 - mmengine - INFO - Epoch(val) [5][1620/6282] eta: 0:03:27 time: 0.0445 data_time: 0.0024 memory: 2352 2022/08/31 07:33:38 - mmengine - INFO - Epoch(val) [5][1640/6282] eta: 0:03:49 time: 0.0494 data_time: 0.0018 memory: 2308 2022/08/31 07:33:39 - mmengine - INFO - Epoch(val) [5][1660/6282] eta: 0:03:26 time: 0.0446 data_time: 0.0022 memory: 2308 2022/08/31 07:33:40 - mmengine - INFO - Epoch(val) [5][1680/6282] eta: 0:03:09 time: 0.0411 data_time: 0.0018 memory: 2308 2022/08/31 07:33:41 - mmengine - INFO - Epoch(val) [5][1700/6282] eta: 0:03:47 time: 0.0496 data_time: 0.0020 memory: 2308 2022/08/31 07:33:43 - mmengine - INFO - Epoch(val) [5][1720/6282] eta: 0:05:56 time: 0.0782 data_time: 0.0024 memory: 2311 2022/08/31 07:33:44 - mmengine - INFO - Epoch(val) [5][1740/6282] eta: 0:03:09 time: 0.0418 data_time: 0.0021 memory: 2308 2022/08/31 07:33:45 - mmengine - INFO - Epoch(val) [5][1760/6282] eta: 0:03:20 time: 0.0444 data_time: 0.0039 memory: 2308 2022/08/31 07:33:45 - mmengine - INFO - Epoch(val) [5][1780/6282] eta: 0:03:16 time: 0.0437 data_time: 0.0021 memory: 2308 2022/08/31 07:33:46 - mmengine - INFO - Epoch(val) [5][1800/6282] eta: 0:03:19 time: 0.0446 data_time: 0.0020 memory: 2308 2022/08/31 07:33:47 - mmengine - INFO - Epoch(val) [5][1820/6282] eta: 0:03:32 time: 0.0477 data_time: 0.0019 memory: 2308 2022/08/31 07:33:48 - mmengine - INFO - Epoch(val) [5][1840/6282] eta: 0:03:43 time: 0.0503 data_time: 0.0023 memory: 2308 2022/08/31 07:33:49 - mmengine - INFO - Epoch(val) [5][1860/6282] eta: 0:03:20 time: 0.0454 data_time: 0.0023 memory: 2308 2022/08/31 07:33:50 - mmengine - INFO - Epoch(val) [5][1880/6282] eta: 0:03:17 time: 0.0448 data_time: 0.0025 memory: 2308 2022/08/31 07:33:51 - mmengine - INFO - Epoch(val) [5][1900/6282] eta: 0:03:35 time: 0.0492 data_time: 0.0025 memory: 2308 2022/08/31 07:33:52 - mmengine - INFO - Epoch(val) [5][1920/6282] eta: 0:03:41 time: 0.0508 data_time: 0.0030 memory: 2308 2022/08/31 07:33:53 - mmengine - INFO - Epoch(val) [5][1940/6282] eta: 0:03:08 time: 0.0435 data_time: 0.0022 memory: 2308 2022/08/31 07:33:54 - mmengine - INFO - Epoch(val) [5][1960/6282] eta: 0:03:03 time: 0.0425 data_time: 0.0023 memory: 2281 2022/08/31 07:33:55 - mmengine - INFO - Epoch(val) [5][1980/6282] eta: 0:03:13 time: 0.0450 data_time: 0.0026 memory: 2281 2022/08/31 07:33:56 - mmengine - INFO - Epoch(val) [5][2000/6282] eta: 0:02:58 time: 0.0417 data_time: 0.0032 memory: 2281 2022/08/31 07:33:56 - mmengine - INFO - Epoch(val) [5][2020/6282] eta: 0:03:11 time: 0.0450 data_time: 0.0019 memory: 2281 2022/08/31 07:33:57 - mmengine - INFO - Epoch(val) [5][2040/6282] eta: 0:02:51 time: 0.0405 data_time: 0.0032 memory: 2281 2022/08/31 07:33:58 - mmengine - INFO - Epoch(val) [5][2060/6282] eta: 0:02:55 time: 0.0416 data_time: 0.0029 memory: 2281 2022/08/31 07:33:59 - mmengine - INFO - Epoch(val) [5][2080/6282] eta: 0:02:53 time: 0.0413 data_time: 0.0030 memory: 2281 2022/08/31 07:34:00 - mmengine - INFO - Epoch(val) [5][2100/6282] eta: 0:02:41 time: 0.0386 data_time: 0.0019 memory: 2281 2022/08/31 07:34:01 - mmengine - INFO - Epoch(val) [5][2120/6282] eta: 0:02:58 time: 0.0429 data_time: 0.0022 memory: 2281 2022/08/31 07:34:02 - mmengine - INFO - Epoch(val) [5][2140/6282] eta: 0:04:35 time: 0.0665 data_time: 0.0028 memory: 2281 2022/08/31 07:34:03 - mmengine - INFO - Epoch(val) [5][2160/6282] eta: 0:02:48 time: 0.0410 data_time: 0.0026 memory: 2279 2022/08/31 07:34:04 - mmengine - INFO - Epoch(val) [5][2180/6282] eta: 0:02:56 time: 0.0431 data_time: 0.0024 memory: 2279 2022/08/31 07:34:04 - mmengine - INFO - Epoch(val) [5][2200/6282] eta: 0:02:46 time: 0.0407 data_time: 0.0017 memory: 2279 2022/08/31 07:34:05 - mmengine - INFO - Epoch(val) [5][2220/6282] eta: 0:02:43 time: 0.0402 data_time: 0.0016 memory: 2279 2022/08/31 07:34:06 - mmengine - INFO - Epoch(val) [5][2240/6282] eta: 0:03:00 time: 0.0448 data_time: 0.0021 memory: 2279 2022/08/31 07:34:07 - mmengine - INFO - Epoch(val) [5][2260/6282] eta: 0:02:59 time: 0.0447 data_time: 0.0017 memory: 2281 2022/08/31 07:34:08 - mmengine - INFO - Epoch(val) [5][2280/6282] eta: 0:02:44 time: 0.0410 data_time: 0.0027 memory: 2281 2022/08/31 07:34:09 - mmengine - INFO - Epoch(val) [5][2300/6282] eta: 0:02:35 time: 0.0391 data_time: 0.0025 memory: 2281 2022/08/31 07:34:09 - mmengine - INFO - Epoch(val) [5][2320/6282] eta: 0:02:55 time: 0.0442 data_time: 0.0024 memory: 2281 2022/08/31 07:34:10 - mmengine - INFO - Epoch(val) [5][2340/6282] eta: 0:02:42 time: 0.0412 data_time: 0.0025 memory: 2281 2022/08/31 07:34:11 - mmengine - INFO - Epoch(val) [5][2360/6282] eta: 0:02:47 time: 0.0427 data_time: 0.0023 memory: 2279 2022/08/31 07:34:12 - mmengine - INFO - Epoch(val) [5][2380/6282] eta: 0:03:07 time: 0.0480 data_time: 0.0027 memory: 2279 2022/08/31 07:34:13 - mmengine - INFO - Epoch(val) [5][2400/6282] eta: 0:02:36 time: 0.0404 data_time: 0.0026 memory: 2279 2022/08/31 07:34:14 - mmengine - INFO - Epoch(val) [5][2420/6282] eta: 0:02:42 time: 0.0420 data_time: 0.0025 memory: 2279 2022/08/31 07:34:15 - mmengine - INFO - Epoch(val) [5][2440/6282] eta: 0:02:48 time: 0.0438 data_time: 0.0034 memory: 2279 2022/08/31 07:34:16 - mmengine - INFO - Epoch(val) [5][2460/6282] eta: 0:02:53 time: 0.0454 data_time: 0.0023 memory: 2308 2022/08/31 07:34:17 - mmengine - INFO - Epoch(val) [5][2480/6282] eta: 0:03:19 time: 0.0523 data_time: 0.0022 memory: 2308 2022/08/31 07:34:18 - mmengine - INFO - Epoch(val) [5][2500/6282] eta: 0:02:52 time: 0.0457 data_time: 0.0026 memory: 2308 2022/08/31 07:34:18 - mmengine - INFO - Epoch(val) [5][2520/6282] eta: 0:02:52 time: 0.0459 data_time: 0.0023 memory: 2308 2022/08/31 07:34:19 - mmengine - INFO - Epoch(val) [5][2540/6282] eta: 0:03:11 time: 0.0512 data_time: 0.0028 memory: 2311 2022/08/31 07:34:20 - mmengine - INFO - Epoch(val) [5][2560/6282] eta: 0:02:45 time: 0.0446 data_time: 0.0021 memory: 2308 2022/08/31 07:34:22 - mmengine - INFO - Epoch(val) [5][2580/6282] eta: 0:04:40 time: 0.0757 data_time: 0.0032 memory: 2308 2022/08/31 07:34:23 - mmengine - INFO - Epoch(val) [5][2600/6282] eta: 0:03:12 time: 0.0521 data_time: 0.0033 memory: 2308 2022/08/31 07:34:24 - mmengine - INFO - Epoch(val) [5][2620/6282] eta: 0:02:57 time: 0.0485 data_time: 0.0037 memory: 2308 2022/08/31 07:34:25 - mmengine - INFO - Epoch(val) [5][2640/6282] eta: 0:03:00 time: 0.0495 data_time: 0.0028 memory: 2308 2022/08/31 07:34:26 - mmengine - INFO - Epoch(val) [5][2660/6282] eta: 0:02:40 time: 0.0442 data_time: 0.0021 memory: 2348 2022/08/31 07:34:27 - mmengine - INFO - Epoch(val) [5][2680/6282] eta: 0:02:37 time: 0.0438 data_time: 0.0024 memory: 2348 2022/08/31 07:34:28 - mmengine - INFO - Epoch(val) [5][2700/6282] eta: 0:02:51 time: 0.0478 data_time: 0.0028 memory: 2348 2022/08/31 07:34:29 - mmengine - INFO - Epoch(val) [5][2720/6282] eta: 0:02:37 time: 0.0441 data_time: 0.0018 memory: 2348 2022/08/31 07:34:29 - mmengine - INFO - Epoch(val) [5][2740/6282] eta: 0:02:42 time: 0.0460 data_time: 0.0022 memory: 2348 2022/08/31 07:34:30 - mmengine - INFO - Epoch(val) [5][2760/6282] eta: 0:02:20 time: 0.0399 data_time: 0.0020 memory: 2281 2022/08/31 07:34:31 - mmengine - INFO - Epoch(val) [5][2780/6282] eta: 0:02:19 time: 0.0399 data_time: 0.0017 memory: 2281 2022/08/31 07:34:32 - mmengine - INFO - Epoch(val) [5][2800/6282] eta: 0:02:54 time: 0.0500 data_time: 0.0033 memory: 2281 2022/08/31 07:34:33 - mmengine - INFO - Epoch(val) [5][2820/6282] eta: 0:02:38 time: 0.0458 data_time: 0.0019 memory: 2281 2022/08/31 07:34:34 - mmengine - INFO - Epoch(val) [5][2840/6282] eta: 0:02:36 time: 0.0454 data_time: 0.0020 memory: 2281 2022/08/31 07:34:35 - mmengine - INFO - Epoch(val) [5][2860/6282] eta: 0:02:25 time: 0.0425 data_time: 0.0018 memory: 2308 2022/08/31 07:34:36 - mmengine - INFO - Epoch(val) [5][2880/6282] eta: 0:02:24 time: 0.0425 data_time: 0.0029 memory: 2308 2022/08/31 07:34:37 - mmengine - INFO - Epoch(val) [5][2900/6282] eta: 0:02:42 time: 0.0481 data_time: 0.0022 memory: 2308 2022/08/31 07:34:37 - mmengine - INFO - Epoch(val) [5][2920/6282] eta: 0:02:32 time: 0.0452 data_time: 0.0025 memory: 2308 2022/08/31 07:34:38 - mmengine - INFO - Epoch(val) [5][2940/6282] eta: 0:02:18 time: 0.0415 data_time: 0.0022 memory: 2293 2022/08/31 07:34:39 - mmengine - INFO - Epoch(val) [5][2960/6282] eta: 0:02:31 time: 0.0456 data_time: 0.0028 memory: 2293 2022/08/31 07:34:40 - mmengine - INFO - Epoch(val) [5][2980/6282] eta: 0:02:28 time: 0.0451 data_time: 0.0027 memory: 2293 2022/08/31 07:34:41 - mmengine - INFO - Epoch(val) [5][3000/6282] eta: 0:02:23 time: 0.0437 data_time: 0.0021 memory: 2293 2022/08/31 07:34:42 - mmengine - INFO - Epoch(val) [5][3020/6282] eta: 0:03:46 time: 0.0696 data_time: 0.0029 memory: 2308 2022/08/31 07:34:43 - mmengine - INFO - Epoch(val) [5][3040/6282] eta: 0:02:24 time: 0.0445 data_time: 0.0023 memory: 2308 2022/08/31 07:34:44 - mmengine - INFO - Epoch(val) [5][3060/6282] eta: 0:02:26 time: 0.0454 data_time: 0.0023 memory: 2308 2022/08/31 07:34:45 - mmengine - INFO - Epoch(val) [5][3080/6282] eta: 0:02:14 time: 0.0420 data_time: 0.0021 memory: 2308 2022/08/31 07:34:46 - mmengine - INFO - Epoch(val) [5][3100/6282] eta: 0:02:10 time: 0.0410 data_time: 0.0018 memory: 2308 2022/08/31 07:34:47 - mmengine - INFO - Epoch(val) [5][3120/6282] eta: 0:02:02 time: 0.0388 data_time: 0.0026 memory: 2281 2022/08/31 07:34:47 - mmengine - INFO - Epoch(val) [5][3140/6282] eta: 0:02:10 time: 0.0417 data_time: 0.0029 memory: 2281 2022/08/31 07:34:48 - mmengine - INFO - Epoch(val) [5][3160/6282] eta: 0:02:21 time: 0.0454 data_time: 0.0032 memory: 2281 2022/08/31 07:34:49 - mmengine - INFO - Epoch(val) [5][3180/6282] eta: 0:02:13 time: 0.0432 data_time: 0.0018 memory: 2281 2022/08/31 07:34:50 - mmengine - INFO - Epoch(val) [5][3200/6282] eta: 0:02:13 time: 0.0434 data_time: 0.0022 memory: 2308 2022/08/31 07:34:51 - mmengine - INFO - Epoch(val) [5][3220/6282] eta: 0:02:18 time: 0.0452 data_time: 0.0026 memory: 2308 2022/08/31 07:34:52 - mmengine - INFO - Epoch(val) [5][3240/6282] eta: 0:02:14 time: 0.0441 data_time: 0.0022 memory: 2308 2022/08/31 07:34:53 - mmengine - INFO - Epoch(val) [5][3260/6282] eta: 0:02:21 time: 0.0467 data_time: 0.0032 memory: 2308 2022/08/31 07:34:54 - mmengine - INFO - Epoch(val) [5][3280/6282] eta: 0:02:18 time: 0.0461 data_time: 0.0021 memory: 2308 2022/08/31 07:34:55 - mmengine - INFO - Epoch(val) [5][3300/6282] eta: 0:02:36 time: 0.0526 data_time: 0.0025 memory: 2308 2022/08/31 07:34:56 - mmengine - INFO - Epoch(val) [5][3320/6282] eta: 0:02:04 time: 0.0420 data_time: 0.0020 memory: 2308 2022/08/31 07:34:57 - mmengine - INFO - Epoch(val) [5][3340/6282] eta: 0:02:10 time: 0.0442 data_time: 0.0022 memory: 2308 2022/08/31 07:34:57 - mmengine - INFO - Epoch(val) [5][3360/6282] eta: 0:02:14 time: 0.0460 data_time: 0.0020 memory: 2308 2022/08/31 07:34:58 - mmengine - INFO - Epoch(val) [5][3380/6282] eta: 0:02:00 time: 0.0414 data_time: 0.0024 memory: 2308 2022/08/31 07:34:59 - mmengine - INFO - Epoch(val) [5][3400/6282] eta: 0:02:18 time: 0.0482 data_time: 0.0019 memory: 2279 2022/08/31 07:35:00 - mmengine - INFO - Epoch(val) [5][3420/6282] eta: 0:01:59 time: 0.0417 data_time: 0.0024 memory: 2279 2022/08/31 07:35:01 - mmengine - INFO - Epoch(val) [5][3440/6282] eta: 0:01:52 time: 0.0397 data_time: 0.0024 memory: 2279 2022/08/31 07:35:03 - mmengine - INFO - Epoch(val) [5][3460/6282] eta: 0:03:52 time: 0.0824 data_time: 0.0026 memory: 2282 2022/08/31 07:35:04 - mmengine - INFO - Epoch(val) [5][3480/6282] eta: 0:02:18 time: 0.0494 data_time: 0.0017 memory: 2279 2022/08/31 07:35:04 - mmengine - INFO - Epoch(val) [5][3500/6282] eta: 0:01:46 time: 0.0384 data_time: 0.0018 memory: 2279 2022/08/31 07:35:05 - mmengine - INFO - Epoch(val) [5][3520/6282] eta: 0:01:35 time: 0.0347 data_time: 0.0017 memory: 2279 2022/08/31 07:35:06 - mmengine - INFO - Epoch(val) [5][3540/6282] eta: 0:01:58 time: 0.0432 data_time: 0.0027 memory: 2279 2022/08/31 07:35:07 - mmengine - INFO - Epoch(val) [5][3560/6282] eta: 0:01:52 time: 0.0414 data_time: 0.0022 memory: 2279 2022/08/31 07:35:08 - mmengine - INFO - Epoch(val) [5][3580/6282] eta: 0:01:47 time: 0.0398 data_time: 0.0023 memory: 2300 2022/08/31 07:35:08 - mmengine - INFO - Epoch(val) [5][3600/6282] eta: 0:02:06 time: 0.0470 data_time: 0.0024 memory: 2300 2022/08/31 07:35:10 - mmengine - INFO - Epoch(val) [5][3620/6282] eta: 0:02:20 time: 0.0529 data_time: 0.0022 memory: 2302 2022/08/31 07:35:10 - mmengine - INFO - Epoch(val) [5][3640/6282] eta: 0:02:01 time: 0.0458 data_time: 0.0022 memory: 2300 2022/08/31 07:35:11 - mmengine - INFO - Epoch(val) [5][3660/6282] eta: 0:01:47 time: 0.0409 data_time: 0.0021 memory: 2300 2022/08/31 07:35:12 - mmengine - INFO - Epoch(val) [5][3680/6282] eta: 0:01:55 time: 0.0443 data_time: 0.0038 memory: 2308 2022/08/31 07:35:13 - mmengine - INFO - Epoch(val) [5][3700/6282] eta: 0:01:48 time: 0.0421 data_time: 0.0021 memory: 2308 2022/08/31 07:35:14 - mmengine - INFO - Epoch(val) [5][3720/6282] eta: 0:01:48 time: 0.0422 data_time: 0.0020 memory: 2308 2022/08/31 07:35:15 - mmengine - INFO - Epoch(val) [5][3740/6282] eta: 0:01:55 time: 0.0454 data_time: 0.0024 memory: 2308 2022/08/31 07:35:16 - mmengine - INFO - Epoch(val) [5][3760/6282] eta: 0:01:49 time: 0.0433 data_time: 0.0032 memory: 2308 2022/08/31 07:35:16 - mmengine - INFO - Epoch(val) [5][3780/6282] eta: 0:01:45 time: 0.0422 data_time: 0.0026 memory: 2308 2022/08/31 07:35:17 - mmengine - INFO - Epoch(val) [5][3800/6282] eta: 0:01:52 time: 0.0452 data_time: 0.0024 memory: 2308 2022/08/31 07:35:18 - mmengine - INFO - Epoch(val) [5][3820/6282] eta: 0:01:54 time: 0.0464 data_time: 0.0027 memory: 2308 2022/08/31 07:35:19 - mmengine - INFO - Epoch(val) [5][3840/6282] eta: 0:01:47 time: 0.0440 data_time: 0.0030 memory: 2308 2022/08/31 07:35:20 - mmengine - INFO - Epoch(val) [5][3860/6282] eta: 0:01:52 time: 0.0463 data_time: 0.0020 memory: 2308 2022/08/31 07:35:21 - mmengine - INFO - Epoch(val) [5][3880/6282] eta: 0:01:34 time: 0.0393 data_time: 0.0032 memory: 2308 2022/08/31 07:35:22 - mmengine - INFO - Epoch(val) [5][3900/6282] eta: 0:02:50 time: 0.0717 data_time: 0.0027 memory: 2308 2022/08/31 07:35:23 - mmengine - INFO - Epoch(val) [5][3920/6282] eta: 0:01:39 time: 0.0423 data_time: 0.0030 memory: 2308 2022/08/31 07:35:24 - mmengine - INFO - Epoch(val) [5][3940/6282] eta: 0:01:45 time: 0.0451 data_time: 0.0024 memory: 2308 2022/08/31 07:35:25 - mmengine - INFO - Epoch(val) [5][3960/6282] eta: 0:01:52 time: 0.0483 data_time: 0.0029 memory: 2308 2022/08/31 07:35:26 - mmengine - INFO - Epoch(val) [5][3980/6282] eta: 0:02:03 time: 0.0538 data_time: 0.0034 memory: 2308 2022/08/31 07:35:27 - mmengine - INFO - Epoch(val) [5][4000/6282] eta: 0:01:41 time: 0.0447 data_time: 0.0026 memory: 2308 2022/08/31 07:35:28 - mmengine - INFO - Epoch(val) [5][4020/6282] eta: 0:01:34 time: 0.0416 data_time: 0.0028 memory: 2308 2022/08/31 07:35:29 - mmengine - INFO - Epoch(val) [5][4040/6282] eta: 0:01:27 time: 0.0389 data_time: 0.0021 memory: 2348 2022/08/31 07:35:30 - mmengine - INFO - Epoch(val) [5][4060/6282] eta: 0:01:34 time: 0.0424 data_time: 0.0030 memory: 2348 2022/08/31 07:35:30 - mmengine - INFO - Epoch(val) [5][4080/6282] eta: 0:01:37 time: 0.0444 data_time: 0.0025 memory: 2348 2022/08/31 07:35:31 - mmengine - INFO - Epoch(val) [5][4100/6282] eta: 0:01:28 time: 0.0404 data_time: 0.0023 memory: 2348 2022/08/31 07:35:32 - mmengine - INFO - Epoch(val) [5][4120/6282] eta: 0:01:45 time: 0.0489 data_time: 0.0025 memory: 2348 2022/08/31 07:35:33 - mmengine - INFO - Epoch(val) [5][4140/6282] eta: 0:01:29 time: 0.0420 data_time: 0.0019 memory: 2348 2022/08/31 07:35:34 - mmengine - INFO - Epoch(val) [5][4160/6282] eta: 0:01:30 time: 0.0427 data_time: 0.0029 memory: 2279 2022/08/31 07:35:35 - mmengine - INFO - Epoch(val) [5][4180/6282] eta: 0:01:28 time: 0.0421 data_time: 0.0021 memory: 2279 2022/08/31 07:35:36 - mmengine - INFO - Epoch(val) [5][4200/6282] eta: 0:01:24 time: 0.0406 data_time: 0.0019 memory: 2279 2022/08/31 07:35:36 - mmengine - INFO - Epoch(val) [5][4220/6282] eta: 0:01:27 time: 0.0423 data_time: 0.0025 memory: 2279 2022/08/31 07:35:37 - mmengine - INFO - Epoch(val) [5][4240/6282] eta: 0:01:23 time: 0.0408 data_time: 0.0020 memory: 2279 2022/08/31 07:35:38 - mmengine - INFO - Epoch(val) [5][4260/6282] eta: 0:01:31 time: 0.0454 data_time: 0.0032 memory: 2279 2022/08/31 07:35:39 - mmengine - INFO - Epoch(val) [5][4280/6282] eta: 0:01:23 time: 0.0417 data_time: 0.0027 memory: 2279 2022/08/31 07:35:40 - mmengine - INFO - Epoch(val) [5][4300/6282] eta: 0:01:23 time: 0.0419 data_time: 0.0025 memory: 2279 2022/08/31 07:35:41 - mmengine - INFO - Epoch(val) [5][4320/6282] eta: 0:01:19 time: 0.0404 data_time: 0.0024 memory: 2279 2022/08/31 07:35:42 - mmengine - INFO - Epoch(val) [5][4340/6282] eta: 0:02:10 time: 0.0671 data_time: 0.0021 memory: 2279 2022/08/31 07:35:43 - mmengine - INFO - Epoch(val) [5][4360/6282] eta: 0:01:23 time: 0.0433 data_time: 0.0030 memory: 2308 2022/08/31 07:35:44 - mmengine - INFO - Epoch(val) [5][4380/6282] eta: 0:01:20 time: 0.0422 data_time: 0.0024 memory: 2308 2022/08/31 07:35:45 - mmengine - INFO - Epoch(val) [5][4400/6282] eta: 0:01:21 time: 0.0433 data_time: 0.0024 memory: 2308 2022/08/31 07:35:45 - mmengine - INFO - Epoch(val) [5][4420/6282] eta: 0:01:24 time: 0.0452 data_time: 0.0030 memory: 2308 2022/08/31 07:35:46 - mmengine - INFO - Epoch(val) [5][4440/6282] eta: 0:01:18 time: 0.0427 data_time: 0.0028 memory: 2312 2022/08/31 07:35:47 - mmengine - INFO - Epoch(val) [5][4460/6282] eta: 0:01:20 time: 0.0442 data_time: 0.0022 memory: 2312 2022/08/31 07:35:48 - mmengine - INFO - Epoch(val) [5][4480/6282] eta: 0:01:19 time: 0.0444 data_time: 0.0023 memory: 2312 2022/08/31 07:35:49 - mmengine - INFO - Epoch(val) [5][4500/6282] eta: 0:01:14 time: 0.0418 data_time: 0.0028 memory: 2312 2022/08/31 07:35:50 - mmengine - INFO - Epoch(val) [5][4520/6282] eta: 0:01:21 time: 0.0461 data_time: 0.0026 memory: 2312 2022/08/31 07:35:51 - mmengine - INFO - Epoch(val) [5][4540/6282] eta: 0:01:17 time: 0.0445 data_time: 0.0030 memory: 2281 2022/08/31 07:35:52 - mmengine - INFO - Epoch(val) [5][4560/6282] eta: 0:01:10 time: 0.0408 data_time: 0.0020 memory: 2281 2022/08/31 07:35:53 - mmengine - INFO - Epoch(val) [5][4580/6282] eta: 0:01:17 time: 0.0455 data_time: 0.0028 memory: 2281 2022/08/31 07:35:53 - mmengine - INFO - Epoch(val) [5][4600/6282] eta: 0:01:04 time: 0.0383 data_time: 0.0031 memory: 2281 2022/08/31 07:35:54 - mmengine - INFO - Epoch(val) [5][4620/6282] eta: 0:01:15 time: 0.0455 data_time: 0.0019 memory: 2281 2022/08/31 07:35:55 - mmengine - INFO - Epoch(val) [5][4640/6282] eta: 0:01:18 time: 0.0477 data_time: 0.0023 memory: 2312 2022/08/31 07:35:56 - mmengine - INFO - Epoch(val) [5][4660/6282] eta: 0:01:13 time: 0.0452 data_time: 0.0021 memory: 2312 2022/08/31 07:35:57 - mmengine - INFO - Epoch(val) [5][4680/6282] eta: 0:01:13 time: 0.0457 data_time: 0.0019 memory: 2312 2022/08/31 07:35:58 - mmengine - INFO - Epoch(val) [5][4700/6282] eta: 0:01:10 time: 0.0443 data_time: 0.0024 memory: 2312 2022/08/31 07:35:59 - mmengine - INFO - Epoch(val) [5][4720/6282] eta: 0:01:12 time: 0.0461 data_time: 0.0028 memory: 2312 2022/08/31 07:36:00 - mmengine - INFO - Epoch(val) [5][4740/6282] eta: 0:01:05 time: 0.0428 data_time: 0.0026 memory: 2292 2022/08/31 07:36:01 - mmengine - INFO - Epoch(val) [5][4760/6282] eta: 0:01:10 time: 0.0462 data_time: 0.0026 memory: 2292 2022/08/31 07:36:01 - mmengine - INFO - Epoch(val) [5][4780/6282] eta: 0:00:58 time: 0.0390 data_time: 0.0017 memory: 2292 2022/08/31 07:36:03 - mmengine - INFO - Epoch(val) [5][4800/6282] eta: 0:02:00 time: 0.0815 data_time: 0.0024 memory: 2292 2022/08/31 07:36:04 - mmengine - INFO - Epoch(val) [5][4820/6282] eta: 0:01:04 time: 0.0444 data_time: 0.0026 memory: 2308 2022/08/31 07:36:05 - mmengine - INFO - Epoch(val) [5][4840/6282] eta: 0:01:03 time: 0.0440 data_time: 0.0023 memory: 2308 2022/08/31 07:36:06 - mmengine - INFO - Epoch(val) [5][4860/6282] eta: 0:01:00 time: 0.0427 data_time: 0.0027 memory: 2308 2022/08/31 07:36:06 - mmengine - INFO - Epoch(val) [5][4880/6282] eta: 0:00:59 time: 0.0421 data_time: 0.0031 memory: 2308 2022/08/31 07:36:07 - mmengine - INFO - Epoch(val) [5][4900/6282] eta: 0:01:00 time: 0.0441 data_time: 0.0034 memory: 2308 2022/08/31 07:36:08 - mmengine - INFO - Epoch(val) [5][4920/6282] eta: 0:00:56 time: 0.0418 data_time: 0.0024 memory: 2310 2022/08/31 07:36:09 - mmengine - INFO - Epoch(val) [5][4940/6282] eta: 0:00:58 time: 0.0439 data_time: 0.0020 memory: 2310 2022/08/31 07:36:10 - mmengine - INFO - Epoch(val) [5][4960/6282] eta: 0:01:01 time: 0.0466 data_time: 0.0025 memory: 2310 2022/08/31 07:36:11 - mmengine - INFO - Epoch(val) [5][4980/6282] eta: 0:00:57 time: 0.0439 data_time: 0.0018 memory: 2310 2022/08/31 07:36:12 - mmengine - INFO - Epoch(val) [5][5000/6282] eta: 0:00:56 time: 0.0440 data_time: 0.0026 memory: 2310 2022/08/31 07:36:13 - mmengine - INFO - Epoch(val) [5][5020/6282] eta: 0:00:50 time: 0.0398 data_time: 0.0023 memory: 2310 2022/08/31 07:36:13 - mmengine - INFO - Epoch(val) [5][5040/6282] eta: 0:00:50 time: 0.0408 data_time: 0.0026 memory: 2281 2022/08/31 07:36:14 - mmengine - INFO - Epoch(val) [5][5060/6282] eta: 0:00:54 time: 0.0443 data_time: 0.0020 memory: 2281 2022/08/31 07:36:15 - mmengine - INFO - Epoch(val) [5][5080/6282] eta: 0:01:01 time: 0.0510 data_time: 0.0021 memory: 2281 2022/08/31 07:36:16 - mmengine - INFO - Epoch(val) [5][5100/6282] eta: 0:00:50 time: 0.0430 data_time: 0.0020 memory: 2281 2022/08/31 07:36:17 - mmengine - INFO - Epoch(val) [5][5120/6282] eta: 0:00:49 time: 0.0424 data_time: 0.0019 memory: 2281 2022/08/31 07:36:18 - mmengine - INFO - Epoch(val) [5][5140/6282] eta: 0:00:40 time: 0.0353 data_time: 0.0018 memory: 2279 2022/08/31 07:36:19 - mmengine - INFO - Epoch(val) [5][5160/6282] eta: 0:00:50 time: 0.0448 data_time: 0.0025 memory: 2279 2022/08/31 07:36:19 - mmengine - INFO - Epoch(val) [5][5180/6282] eta: 0:00:46 time: 0.0424 data_time: 0.0018 memory: 2279 2022/08/31 07:36:20 - mmengine - INFO - Epoch(val) [5][5200/6282] eta: 0:00:43 time: 0.0404 data_time: 0.0018 memory: 2279 2022/08/31 07:36:21 - mmengine - INFO - Epoch(val) [5][5220/6282] eta: 0:00:44 time: 0.0422 data_time: 0.0030 memory: 2279 2022/08/31 07:36:23 - mmengine - INFO - Epoch(val) [5][5240/6282] eta: 0:01:13 time: 0.0703 data_time: 0.0022 memory: 2282 2022/08/31 07:36:23 - mmengine - INFO - Epoch(val) [5][5260/6282] eta: 0:00:43 time: 0.0421 data_time: 0.0024 memory: 2279 2022/08/31 07:36:24 - mmengine - INFO - Epoch(val) [5][5280/6282] eta: 0:00:45 time: 0.0457 data_time: 0.0021 memory: 2279 2022/08/31 07:36:25 - mmengine - INFO - Epoch(val) [5][5300/6282] eta: 0:00:39 time: 0.0399 data_time: 0.0022 memory: 2279 2022/08/31 07:36:26 - mmengine - INFO - Epoch(val) [5][5320/6282] eta: 0:00:41 time: 0.0426 data_time: 0.0022 memory: 2279 2022/08/31 07:36:27 - mmengine - INFO - Epoch(val) [5][5340/6282] eta: 0:00:38 time: 0.0410 data_time: 0.0023 memory: 2279 2022/08/31 07:36:28 - mmengine - INFO - Epoch(val) [5][5360/6282] eta: 0:00:37 time: 0.0408 data_time: 0.0026 memory: 2279 2022/08/31 07:36:29 - mmengine - INFO - Epoch(val) [5][5380/6282] eta: 0:00:41 time: 0.0465 data_time: 0.0019 memory: 2279 2022/08/31 07:36:29 - mmengine - INFO - Epoch(val) [5][5400/6282] eta: 0:00:38 time: 0.0442 data_time: 0.0025 memory: 2279 2022/08/31 07:36:30 - mmengine - INFO - Epoch(val) [5][5420/6282] eta: 0:00:33 time: 0.0392 data_time: 0.0018 memory: 2279 2022/08/31 07:36:31 - mmengine - INFO - Epoch(val) [5][5440/6282] eta: 0:00:35 time: 0.0419 data_time: 0.0018 memory: 2279 2022/08/31 07:36:32 - mmengine - INFO - Epoch(val) [5][5460/6282] eta: 0:00:35 time: 0.0435 data_time: 0.0026 memory: 2279 2022/08/31 07:36:33 - mmengine - INFO - Epoch(val) [5][5480/6282] eta: 0:00:31 time: 0.0389 data_time: 0.0021 memory: 2279 2022/08/31 07:36:34 - mmengine - INFO - Epoch(val) [5][5500/6282] eta: 0:00:34 time: 0.0440 data_time: 0.0020 memory: 2279 2022/08/31 07:36:35 - mmengine - INFO - Epoch(val) [5][5520/6282] eta: 0:00:35 time: 0.0464 data_time: 0.0028 memory: 2289 2022/08/31 07:36:36 - mmengine - INFO - Epoch(val) [5][5540/6282] eta: 0:00:36 time: 0.0494 data_time: 0.0030 memory: 2289 2022/08/31 07:36:36 - mmengine - INFO - Epoch(val) [5][5560/6282] eta: 0:00:32 time: 0.0454 data_time: 0.0024 memory: 2289 2022/08/31 07:36:37 - mmengine - INFO - Epoch(val) [5][5580/6282] eta: 0:00:30 time: 0.0429 data_time: 0.0030 memory: 2289 2022/08/31 07:36:38 - mmengine - INFO - Epoch(val) [5][5600/6282] eta: 0:00:28 time: 0.0423 data_time: 0.0028 memory: 2289 2022/08/31 07:36:39 - mmengine - INFO - Epoch(val) [5][5620/6282] eta: 0:00:28 time: 0.0430 data_time: 0.0049 memory: 2289 2022/08/31 07:36:40 - mmengine - INFO - Epoch(val) [5][5640/6282] eta: 0:00:27 time: 0.0433 data_time: 0.0022 memory: 2279 2022/08/31 07:36:41 - mmengine - INFO - Epoch(val) [5][5660/6282] eta: 0:00:26 time: 0.0429 data_time: 0.0020 memory: 2279 2022/08/31 07:36:42 - mmengine - INFO - Epoch(val) [5][5680/6282] eta: 0:00:36 time: 0.0603 data_time: 0.0029 memory: 2279 2022/08/31 07:36:43 - mmengine - INFO - Epoch(val) [5][5700/6282] eta: 0:00:24 time: 0.0425 data_time: 0.0028 memory: 2279 2022/08/31 07:36:44 - mmengine - INFO - Epoch(val) [5][5720/6282] eta: 0:00:23 time: 0.0420 data_time: 0.0018 memory: 2296 2022/08/31 07:36:45 - mmengine - INFO - Epoch(val) [5][5740/6282] eta: 0:00:22 time: 0.0416 data_time: 0.0025 memory: 2296 2022/08/31 07:36:45 - mmengine - INFO - Epoch(val) [5][5760/6282] eta: 0:00:22 time: 0.0435 data_time: 0.0024 memory: 2296 2022/08/31 07:36:46 - mmengine - INFO - Epoch(val) [5][5780/6282] eta: 0:00:23 time: 0.0469 data_time: 0.0020 memory: 2296 2022/08/31 07:36:47 - mmengine - INFO - Epoch(val) [5][5800/6282] eta: 0:00:20 time: 0.0429 data_time: 0.0026 memory: 2296 2022/08/31 07:36:48 - mmengine - INFO - Epoch(val) [5][5820/6282] eta: 0:00:19 time: 0.0421 data_time: 0.0022 memory: 2296 2022/08/31 07:36:49 - mmengine - INFO - Epoch(val) [5][5840/6282] eta: 0:00:17 time: 0.0407 data_time: 0.0024 memory: 2289 2022/08/31 07:36:50 - mmengine - INFO - Epoch(val) [5][5860/6282] eta: 0:00:17 time: 0.0415 data_time: 0.0026 memory: 2289 2022/08/31 07:36:51 - mmengine - INFO - Epoch(val) [5][5880/6282] eta: 0:00:16 time: 0.0412 data_time: 0.0022 memory: 2289 2022/08/31 07:36:51 - mmengine - INFO - Epoch(val) [5][5900/6282] eta: 0:00:16 time: 0.0430 data_time: 0.0024 memory: 2289 2022/08/31 07:36:52 - mmengine - INFO - Epoch(val) [5][5920/6282] eta: 0:00:16 time: 0.0462 data_time: 0.0035 memory: 2289 2022/08/31 07:36:53 - mmengine - INFO - Epoch(val) [5][5940/6282] eta: 0:00:13 time: 0.0397 data_time: 0.0026 memory: 2279 2022/08/31 07:36:54 - mmengine - INFO - Epoch(val) [5][5960/6282] eta: 0:00:12 time: 0.0396 data_time: 0.0029 memory: 2279 2022/08/31 07:36:55 - mmengine - INFO - Epoch(val) [5][5980/6282] eta: 0:00:12 time: 0.0426 data_time: 0.0029 memory: 2279 2022/08/31 07:36:56 - mmengine - INFO - Epoch(val) [5][6000/6282] eta: 0:00:12 time: 0.0428 data_time: 0.0023 memory: 2308 2022/08/31 07:36:56 - mmengine - INFO - Epoch(val) [5][6020/6282] eta: 0:00:10 time: 0.0409 data_time: 0.0021 memory: 2308 2022/08/31 07:36:57 - mmengine - INFO - Epoch(val) [5][6040/6282] eta: 0:00:10 time: 0.0429 data_time: 0.0029 memory: 2308 2022/08/31 07:36:58 - mmengine - INFO - Epoch(val) [5][6060/6282] eta: 0:00:10 time: 0.0458 data_time: 0.0020 memory: 2308 2022/08/31 07:36:59 - mmengine - INFO - Epoch(val) [5][6080/6282] eta: 0:00:09 time: 0.0478 data_time: 0.0019 memory: 2308 2022/08/31 07:37:00 - mmengine - INFO - Epoch(val) [5][6100/6282] eta: 0:00:08 time: 0.0478 data_time: 0.0028 memory: 2308 2022/08/31 07:37:01 - mmengine - INFO - Epoch(val) [5][6120/6282] eta: 0:00:07 time: 0.0478 data_time: 0.0025 memory: 2308 2022/08/31 07:37:03 - mmengine - INFO - Epoch(val) [5][6140/6282] eta: 0:00:11 time: 0.0828 data_time: 0.0030 memory: 2308 2022/08/31 07:37:04 - mmengine - INFO - Epoch(val) [5][6160/6282] eta: 0:00:06 time: 0.0549 data_time: 0.0019 memory: 2308 2022/08/31 07:37:05 - mmengine - INFO - Epoch(val) [5][6180/6282] eta: 0:00:04 time: 0.0425 data_time: 0.0028 memory: 2308 2022/08/31 07:37:05 - mmengine - INFO - Epoch(val) [5][6200/6282] eta: 0:00:03 time: 0.0384 data_time: 0.0031 memory: 2308 2022/08/31 07:37:06 - mmengine - INFO - Epoch(val) [5][6220/6282] eta: 0:00:02 time: 0.0434 data_time: 0.0020 memory: 2308 2022/08/31 07:37:07 - mmengine - INFO - Epoch(val) [5][6240/6282] eta: 0:00:01 time: 0.0393 data_time: 0.0020 memory: 2308 2022/08/31 07:37:08 - mmengine - INFO - Epoch(val) [5][6260/6282] eta: 0:00:00 time: 0.0415 data_time: 0.0017 memory: 2308 2022/08/31 07:37:09 - mmengine - INFO - Epoch(val) [5][6280/6282] eta: 0:00:00 time: 0.0466 data_time: 0.0019 memory: 2308 2022/08/31 07:42:34 - mmengine - INFO - Epoch(val) [5][6282/6282] mAP/mAP@0.5IOU: 0.2277 2022/08/31 07:42:34 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_5.pth is removed 2022/08/31 07:42:37 - mmengine - INFO - The best checkpoint with 0.2277 mAP/mAP@0.5IOU at 6 epoch is saved to best_mAP/mAP@0.5IOU_epoch_6.pth. 2022/08/31 07:42:48 - mmengine - INFO - Epoch(train) [6][20/1921] lr: 1.5000e-01 eta: 4:10:36 time: 0.5553 data_time: 0.0336 memory: 8552 grad_norm: 0.0861 recall@thr=0.5: 0.6214 prec@thr=0.5: 0.7422 recall@top3: 0.7349 prec@top3: 0.7187 recall@top5: 0.8932 prec@top5: 0.5062 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 07:42:58 - mmengine - INFO - Epoch(train) [6][40/1921] lr: 1.5000e-01 eta: 4:10:24 time: 0.5012 data_time: 0.0181 memory: 8585 grad_norm: 0.0867 recall@thr=0.5: 0.6120 prec@thr=0.5: 0.7240 recall@top3: 0.7917 prec@top3: 0.5104 recall@top5: 0.9115 prec@top5: 0.3687 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 07:43:09 - mmengine - INFO - Epoch(train) [6][60/1921] lr: 1.5000e-01 eta: 4:10:14 time: 0.5327 data_time: 0.0188 memory: 8491 grad_norm: 0.0904 recall@thr=0.5: 0.7201 prec@thr=0.5: 0.7329 recall@top3: 0.8483 prec@top3: 0.6581 recall@top5: 0.9509 prec@top5: 0.4564 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 07:43:20 - mmengine - INFO - Epoch(train) [6][80/1921] lr: 1.5000e-01 eta: 4:10:05 time: 0.5458 data_time: 0.0151 memory: 8629 grad_norm: 0.0799 recall@thr=0.5: 0.7395 prec@thr=0.5: 0.8158 recall@top3: 0.7684 prec@top3: 0.6053 recall@top5: 0.8842 prec@top5: 0.4316 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 07:43:30 - mmengine - INFO - Epoch(train) [6][100/1921] lr: 1.5000e-01 eta: 4:09:54 time: 0.5038 data_time: 0.0195 memory: 8552 grad_norm: 0.0894 recall@thr=0.5: 0.7286 prec@thr=0.5: 0.8125 recall@top3: 0.8345 prec@top3: 0.5833 recall@top5: 0.9440 prec@top5: 0.4071 loss_action_cls: 0.0399 loss: 0.0399 2022/08/31 07:43:40 - mmengine - INFO - Epoch(train) [6][120/1921] lr: 1.5000e-01 eta: 4:09:42 time: 0.4961 data_time: 0.0149 memory: 8526 grad_norm: 0.0874 recall@thr=0.5: 0.7597 prec@thr=0.5: 0.8172 recall@top3: 0.8796 prec@top3: 0.6344 recall@top5: 1.0000 prec@top5: 0.4452 loss_action_cls: 0.0400 loss: 0.0400 2022/08/31 07:43:51 - mmengine - INFO - Epoch(train) [6][140/1921] lr: 1.5000e-01 eta: 4:09:32 time: 0.5366 data_time: 0.0169 memory: 8585 grad_norm: 0.0932 recall@thr=0.5: 0.7341 prec@thr=0.5: 0.8651 recall@top3: 0.8333 prec@top3: 0.7460 recall@top5: 0.9484 prec@top5: 0.5333 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 07:44:01 - mmengine - INFO - Epoch(train) [6][160/1921] lr: 1.5000e-01 eta: 4:09:21 time: 0.5114 data_time: 0.0149 memory: 8542 grad_norm: 0.0891 recall@thr=0.5: 0.8548 prec@thr=0.5: 0.8548 recall@top3: 0.8844 prec@top3: 0.5914 recall@top5: 1.0000 prec@top5: 0.4194 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 07:44:11 - mmengine - INFO - Epoch(train) [6][180/1921] lr: 1.5000e-01 eta: 4:09:11 time: 0.5243 data_time: 0.0287 memory: 8517 grad_norm: 0.0943 recall@thr=0.5: 0.6971 prec@thr=0.5: 0.8186 recall@top3: 0.7632 prec@top3: 0.7451 recall@top5: 0.9113 prec@top5: 0.5294 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 07:44:21 - mmengine - INFO - Epoch(train) [6][200/1921] lr: 1.5000e-01 eta: 4:08:59 time: 0.4973 data_time: 0.0173 memory: 8594 grad_norm: 0.0858 recall@thr=0.5: 0.6559 prec@thr=0.5: 0.6398 recall@top3: 0.7796 prec@top3: 0.5484 recall@top5: 0.9677 prec@top5: 0.4129 loss_action_cls: 0.0405 loss: 0.0405 2022/08/31 07:44:32 - mmengine - INFO - Epoch(train) [6][220/1921] lr: 1.5000e-01 eta: 4:08:48 time: 0.5185 data_time: 0.0172 memory: 8629 grad_norm: 0.0835 recall@thr=0.5: 0.6586 prec@thr=0.5: 0.7581 recall@top3: 0.7930 prec@top3: 0.7527 recall@top5: 0.9059 prec@top5: 0.5226 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 07:44:42 - mmengine - INFO - Epoch(train) [6][240/1921] lr: 1.5000e-01 eta: 4:08:38 time: 0.5223 data_time: 0.0155 memory: 8594 grad_norm: 0.0875 recall@thr=0.5: 0.6282 prec@thr=0.5: 0.7516 recall@top3: 0.7228 prec@top3: 0.6154 recall@top5: 0.9199 prec@top5: 0.4885 loss_action_cls: 0.0398 loss: 0.0398 2022/08/31 07:44:52 - mmengine - INFO - Epoch(train) [6][260/1921] lr: 1.5000e-01 eta: 4:08:27 time: 0.5099 data_time: 0.0242 memory: 8500 grad_norm: 0.0927 recall@thr=0.5: 0.7531 prec@thr=0.5: 0.7877 recall@top3: 0.7346 prec@top3: 0.5556 recall@top5: 0.8920 prec@top5: 0.4148 loss_action_cls: 0.0408 loss: 0.0408 2022/08/31 07:45:03 - mmengine - INFO - Epoch(train) [6][280/1921] lr: 1.5000e-01 eta: 4:08:17 time: 0.5399 data_time: 0.0160 memory: 8500 grad_norm: 0.0907 recall@thr=0.5: 0.6448 prec@thr=0.5: 0.8023 recall@top3: 0.7092 prec@top3: 0.6552 recall@top5: 0.8805 prec@top5: 0.5172 loss_action_cls: 0.0412 loss: 0.0412 2022/08/31 07:45:14 - mmengine - INFO - Epoch(train) [6][300/1921] lr: 1.5000e-01 eta: 4:08:08 time: 0.5401 data_time: 0.0186 memory: 8629 grad_norm: 0.0961 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7585 recall@top3: 0.8291 prec@top3: 0.6923 recall@top5: 0.9103 prec@top5: 0.4667 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 07:45:24 - mmengine - INFO - Epoch(train) [6][320/1921] lr: 1.5000e-01 eta: 4:07:56 time: 0.4984 data_time: 0.0169 memory: 8517 grad_norm: 0.0909 recall@thr=0.5: 0.7356 prec@thr=0.5: 0.7529 recall@top3: 0.8276 prec@top3: 0.6092 recall@top5: 0.9310 prec@top5: 0.3931 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 07:45:34 - mmengine - INFO - Epoch(train) [6][340/1921] lr: 1.5000e-01 eta: 4:07:45 time: 0.5134 data_time: 0.0206 memory: 8534 grad_norm: 0.0941 recall@thr=0.5: 0.7528 prec@thr=0.5: 0.7939 recall@top3: 0.8861 prec@top3: 0.7333 recall@top5: 0.9917 prec@top5: 0.5067 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 07:45:45 - mmengine - INFO - Epoch(train) [6][360/1921] lr: 1.5000e-01 eta: 4:07:35 time: 0.5207 data_time: 0.0151 memory: 8559 grad_norm: 0.0939 recall@thr=0.5: 0.7635 prec@thr=0.5: 0.8198 recall@top3: 0.8468 prec@top3: 0.6577 recall@top5: 0.9617 prec@top5: 0.4595 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 07:45:55 - mmengine - INFO - Epoch(train) [6][380/1921] lr: 1.5000e-01 eta: 4:07:23 time: 0.4933 data_time: 0.0210 memory: 8552 grad_norm: 0.0913 recall@thr=0.5: 0.8238 prec@thr=0.5: 0.8976 recall@top3: 0.8857 prec@top3: 0.6190 recall@top5: 0.9905 prec@top5: 0.4286 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 07:46:02 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 07:46:05 - mmengine - INFO - Epoch(train) [6][400/1921] lr: 1.5000e-01 eta: 4:07:12 time: 0.5155 data_time: 0.0146 memory: 8526 grad_norm: 0.0869 recall@thr=0.5: 0.6759 prec@thr=0.5: 0.7269 recall@top3: 0.8796 prec@top3: 0.6574 recall@top5: 0.9583 prec@top5: 0.4389 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 07:46:15 - mmengine - INFO - Epoch(train) [6][420/1921] lr: 1.5000e-01 eta: 4:07:01 time: 0.5192 data_time: 0.0220 memory: 8534 grad_norm: 0.0922 recall@thr=0.5: 0.6409 prec@thr=0.5: 0.7440 recall@top3: 0.7143 prec@top3: 0.5952 recall@top5: 0.9206 prec@top5: 0.4857 loss_action_cls: 0.0394 loss: 0.0394 2022/08/31 07:46:26 - mmengine - INFO - Epoch(train) [6][440/1921] lr: 1.5000e-01 eta: 4:06:51 time: 0.5255 data_time: 0.0204 memory: 8491 grad_norm: 0.0866 recall@thr=0.5: 0.6881 prec@thr=0.5: 0.8119 recall@top3: 0.7810 prec@top3: 0.5810 recall@top5: 0.8976 prec@top5: 0.4286 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 07:46:36 - mmengine - INFO - Epoch(train) [6][460/1921] lr: 1.5000e-01 eta: 4:06:40 time: 0.5070 data_time: 0.0207 memory: 8542 grad_norm: 0.0861 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7814 recall@top3: 0.7976 prec@top3: 0.6286 recall@top5: 0.8905 prec@top5: 0.4400 loss_action_cls: 0.0390 loss: 0.0390 2022/08/31 07:46:47 - mmengine - INFO - Epoch(train) [6][480/1921] lr: 1.5000e-01 eta: 4:06:30 time: 0.5304 data_time: 0.0165 memory: 8594 grad_norm: 0.0872 recall@thr=0.5: 0.6742 prec@thr=0.5: 0.7096 recall@top3: 0.7273 prec@top3: 0.6263 recall@top5: 0.8485 prec@top5: 0.4424 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 07:46:57 - mmengine - INFO - Epoch(train) [6][500/1921] lr: 1.5000e-01 eta: 4:06:18 time: 0.5065 data_time: 0.0196 memory: 8500 grad_norm: 0.0884 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.8333 recall@top3: 0.7833 prec@top3: 0.6111 recall@top5: 0.9472 prec@top5: 0.4533 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 07:47:07 - mmengine - INFO - Epoch(train) [6][520/1921] lr: 1.5000e-01 eta: 4:06:08 time: 0.5194 data_time: 0.0164 memory: 8662 grad_norm: 0.0859 recall@thr=0.5: 0.5960 prec@thr=0.5: 0.6017 recall@top3: 0.7847 prec@top3: 0.5933 recall@top5: 0.9173 prec@top5: 0.4160 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 07:47:18 - mmengine - INFO - Epoch(train) [6][540/1921] lr: 1.5000e-01 eta: 4:05:58 time: 0.5348 data_time: 0.0226 memory: 8508 grad_norm: 0.0917 recall@thr=0.5: 0.6603 prec@thr=0.5: 0.7436 recall@top3: 0.8718 prec@top3: 0.7308 recall@top5: 0.9615 prec@top5: 0.5000 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 07:47:28 - mmengine - INFO - Epoch(train) [6][560/1921] lr: 1.5000e-01 eta: 4:05:47 time: 0.5069 data_time: 0.0194 memory: 8585 grad_norm: 0.0861 recall@thr=0.5: 0.5933 prec@thr=0.5: 0.6667 recall@top3: 0.7333 prec@top3: 0.5467 recall@top5: 0.8800 prec@top5: 0.4080 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 07:47:38 - mmengine - INFO - Epoch(train) [6][580/1921] lr: 1.5000e-01 eta: 4:05:35 time: 0.5051 data_time: 0.0206 memory: 8654 grad_norm: 0.0908 recall@thr=0.5: 0.7240 prec@thr=0.5: 0.8099 recall@top3: 0.7161 prec@top3: 0.6562 recall@top5: 0.8411 prec@top5: 0.4812 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 07:47:48 - mmengine - INFO - Epoch(train) [6][600/1921] lr: 1.5000e-01 eta: 4:05:24 time: 0.5051 data_time: 0.0203 memory: 8585 grad_norm: 0.0899 recall@thr=0.5: 0.6964 prec@thr=0.5: 0.8036 recall@top3: 0.8333 prec@top3: 0.6310 recall@top5: 0.8690 prec@top5: 0.4000 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 07:47:59 - mmengine - INFO - Epoch(train) [6][620/1921] lr: 1.5000e-01 eta: 4:05:16 time: 0.5569 data_time: 0.0211 memory: 8500 grad_norm: 0.0851 recall@thr=0.5: 0.6188 prec@thr=0.5: 0.6667 recall@top3: 0.6611 prec@top3: 0.5972 recall@top5: 0.8611 prec@top5: 0.4917 loss_action_cls: 0.0417 loss: 0.0417 2022/08/31 07:48:09 - mmengine - INFO - Epoch(train) [6][640/1921] lr: 1.5000e-01 eta: 4:05:03 time: 0.4871 data_time: 0.0203 memory: 8447 grad_norm: 0.0839 recall@thr=0.5: 0.7966 prec@thr=0.5: 0.9338 recall@top3: 0.8382 prec@top3: 0.5784 recall@top5: 0.9510 prec@top5: 0.4176 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 07:48:19 - mmengine - INFO - Epoch(train) [6][660/1921] lr: 1.5000e-01 eta: 4:04:53 time: 0.5228 data_time: 0.0193 memory: 8517 grad_norm: 0.0873 recall@thr=0.5: 0.7697 prec@thr=0.5: 0.7697 recall@top3: 0.8092 prec@top3: 0.6754 recall@top5: 0.9627 prec@top5: 0.4947 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 07:48:30 - mmengine - INFO - Epoch(train) [6][680/1921] lr: 1.5000e-01 eta: 4:04:42 time: 0.5234 data_time: 0.0208 memory: 8559 grad_norm: 0.0912 recall@thr=0.5: 0.7868 prec@thr=0.5: 0.9289 recall@top3: 0.8824 prec@top3: 0.8137 recall@top5: 1.0000 prec@top5: 0.5706 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 07:48:40 - mmengine - INFO - Epoch(train) [6][700/1921] lr: 1.5000e-01 eta: 4:04:31 time: 0.5108 data_time: 0.0204 memory: 8517 grad_norm: 0.0925 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6538 recall@top3: 0.7628 prec@top3: 0.5641 recall@top5: 0.9038 prec@top5: 0.4077 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 07:48:50 - mmengine - INFO - Epoch(train) [6][720/1921] lr: 1.5000e-01 eta: 4:04:19 time: 0.4915 data_time: 0.0202 memory: 8722 grad_norm: 0.0910 recall@thr=0.5: 0.8174 prec@thr=0.5: 0.9011 recall@top3: 0.8635 prec@top3: 0.7660 recall@top5: 0.9752 prec@top5: 0.5362 loss_action_cls: 0.0378 loss: 0.0378 2022/08/31 07:49:01 - mmengine - INFO - Epoch(train) [6][740/1921] lr: 1.5000e-01 eta: 4:04:10 time: 0.5382 data_time: 0.0193 memory: 8491 grad_norm: 0.0861 recall@thr=0.5: 0.6842 prec@thr=0.5: 0.8399 recall@top3: 0.9013 prec@top3: 0.7544 recall@top5: 0.9715 prec@top5: 0.4947 loss_action_cls: 0.0394 loss: 0.0394 2022/08/31 07:49:11 - mmengine - INFO - Epoch(train) [6][760/1921] lr: 1.5000e-01 eta: 4:04:00 time: 0.5318 data_time: 0.0232 memory: 8526 grad_norm: 0.0916 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.7937 recall@top3: 0.7401 prec@top3: 0.6587 recall@top5: 0.9008 prec@top5: 0.4905 loss_action_cls: 0.0388 loss: 0.0388 2022/08/31 07:49:22 - mmengine - INFO - Epoch(train) [6][780/1921] lr: 1.5000e-01 eta: 4:03:49 time: 0.5117 data_time: 0.0193 memory: 8585 grad_norm: 0.0860 recall@thr=0.5: 0.7109 prec@thr=0.5: 0.8337 recall@top3: 0.8391 prec@top3: 0.8140 recall@top5: 0.9500 prec@top5: 0.5721 loss_action_cls: 0.0411 loss: 0.0411 2022/08/31 07:49:32 - mmengine - INFO - Epoch(train) [6][800/1921] lr: 1.5000e-01 eta: 4:03:37 time: 0.5024 data_time: 0.0204 memory: 8662 grad_norm: 0.0901 recall@thr=0.5: 0.8004 prec@thr=0.5: 0.7895 recall@top3: 0.8311 prec@top3: 0.6491 recall@top5: 0.8640 prec@top5: 0.4105 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 07:49:42 - mmengine - INFO - Epoch(train) [6][820/1921] lr: 1.5000e-01 eta: 4:03:27 time: 0.5188 data_time: 0.0176 memory: 8465 grad_norm: 0.0855 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.7451 recall@top3: 0.7696 prec@top3: 0.7059 recall@top5: 0.9412 prec@top5: 0.5118 loss_action_cls: 0.0367 loss: 0.0367 2022/08/31 07:49:52 - mmengine - INFO - Epoch(train) [6][840/1921] lr: 1.5000e-01 eta: 4:03:15 time: 0.4899 data_time: 0.0225 memory: 8577 grad_norm: 0.0885 recall@thr=0.5: 0.6032 prec@thr=0.5: 0.7242 recall@top3: 0.7401 prec@top3: 0.6587 recall@top5: 0.8770 prec@top5: 0.4952 loss_action_cls: 0.0397 loss: 0.0397 2022/08/31 07:50:03 - mmengine - INFO - Epoch(train) [6][860/1921] lr: 1.5000e-01 eta: 4:03:05 time: 0.5347 data_time: 0.0175 memory: 8594 grad_norm: 0.0865 recall@thr=0.5: 0.7323 prec@thr=0.5: 0.8308 recall@top3: 0.8232 prec@top3: 0.6566 recall@top5: 0.9646 prec@top5: 0.4788 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 07:50:13 - mmengine - INFO - Epoch(train) [6][880/1921] lr: 1.5000e-01 eta: 4:02:54 time: 0.5039 data_time: 0.0201 memory: 8568 grad_norm: 0.0830 recall@thr=0.5: 0.9138 prec@thr=0.5: 0.8793 recall@top3: 0.9569 prec@top3: 0.6897 recall@top5: 1.0000 prec@top5: 0.4414 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 07:50:23 - mmengine - INFO - Epoch(train) [6][900/1921] lr: 1.5000e-01 eta: 4:02:44 time: 0.5343 data_time: 0.0192 memory: 8637 grad_norm: 0.0873 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8722 recall@top3: 0.8722 prec@top3: 0.7444 recall@top5: 0.9778 prec@top5: 0.5067 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 07:50:34 - mmengine - INFO - Epoch(train) [6][920/1921] lr: 1.5000e-01 eta: 4:02:34 time: 0.5325 data_time: 0.0203 memory: 8637 grad_norm: 0.0919 recall@thr=0.5: 0.7417 prec@thr=0.5: 0.8472 recall@top3: 0.8444 prec@top3: 0.7222 recall@top5: 0.9500 prec@top5: 0.4867 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 07:50:44 - mmengine - INFO - Epoch(train) [6][940/1921] lr: 1.5000e-01 eta: 4:02:22 time: 0.4973 data_time: 0.0176 memory: 8602 grad_norm: 0.0872 recall@thr=0.5: 0.7842 prec@thr=0.5: 0.8312 recall@top3: 0.8504 prec@top3: 0.7094 recall@top5: 0.9487 prec@top5: 0.4769 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 07:50:55 - mmengine - INFO - Epoch(train) [6][960/1921] lr: 1.5000e-01 eta: 4:02:13 time: 0.5371 data_time: 0.0166 memory: 8552 grad_norm: 0.0850 recall@thr=0.5: 0.6237 prec@thr=0.5: 0.6828 recall@top3: 0.8333 prec@top3: 0.5914 recall@top5: 0.9220 prec@top5: 0.3935 loss_action_cls: 0.0395 loss: 0.0395 2022/08/31 07:51:04 - mmengine - INFO - Epoch(train) [6][980/1921] lr: 1.5000e-01 eta: 4:02:01 time: 0.4905 data_time: 0.0182 memory: 8526 grad_norm: 0.0849 recall@thr=0.5: 0.8028 prec@thr=0.5: 0.7959 recall@top3: 0.8232 prec@top3: 0.5854 recall@top5: 0.9634 prec@top5: 0.4244 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 07:51:15 - mmengine - INFO - Epoch(train) [6][1000/1921] lr: 1.5000e-01 eta: 4:01:50 time: 0.5296 data_time: 0.0188 memory: 8552 grad_norm: 0.0867 recall@thr=0.5: 0.6510 prec@thr=0.5: 0.8177 recall@top3: 0.7656 prec@top3: 0.6875 recall@top5: 0.9531 prec@top5: 0.5250 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 07:51:25 - mmengine - INFO - Epoch(train) [6][1020/1921] lr: 1.5000e-01 eta: 4:01:39 time: 0.5066 data_time: 0.0191 memory: 8526 grad_norm: 0.0835 recall@thr=0.5: 0.9048 prec@thr=0.5: 0.8690 recall@top3: 0.9048 prec@top3: 0.6786 recall@top5: 0.9405 prec@top5: 0.4286 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 07:51:36 - mmengine - INFO - Epoch(train) [6][1040/1921] lr: 1.5000e-01 eta: 4:01:29 time: 0.5179 data_time: 0.0178 memory: 8542 grad_norm: 0.0857 recall@thr=0.5: 0.7114 prec@thr=0.5: 0.8707 recall@top3: 0.7602 prec@top3: 0.7317 recall@top5: 0.9553 prec@top5: 0.5610 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 07:51:46 - mmengine - INFO - Epoch(train) [6][1060/1921] lr: 1.5000e-01 eta: 4:01:17 time: 0.5012 data_time: 0.0210 memory: 8482 grad_norm: 0.0871 recall@thr=0.5: 0.6784 prec@thr=0.5: 0.8431 recall@top3: 0.7897 prec@top3: 0.7255 recall@top5: 0.9059 prec@top5: 0.5118 loss_action_cls: 0.0388 loss: 0.0388 2022/08/31 07:51:56 - mmengine - INFO - Epoch(train) [6][1080/1921] lr: 1.5000e-01 eta: 4:01:07 time: 0.5188 data_time: 0.0147 memory: 8517 grad_norm: 0.0903 recall@thr=0.5: 0.7616 prec@thr=0.5: 0.8495 recall@top3: 0.8472 prec@top3: 0.6852 recall@top5: 0.9676 prec@top5: 0.4778 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 07:52:06 - mmengine - INFO - Epoch(train) [6][1100/1921] lr: 1.5000e-01 eta: 4:00:56 time: 0.5280 data_time: 0.0184 memory: 8517 grad_norm: 0.0883 recall@thr=0.5: 0.7313 prec@thr=0.5: 0.8000 recall@top3: 0.8688 prec@top3: 0.7500 recall@top5: 0.9708 prec@top5: 0.5150 loss_action_cls: 0.0392 loss: 0.0392 2022/08/31 07:52:17 - mmengine - INFO - Epoch(train) [6][1120/1921] lr: 1.5000e-01 eta: 4:00:45 time: 0.5095 data_time: 0.0173 memory: 8585 grad_norm: 0.0900 recall@thr=0.5: 0.7387 prec@thr=0.5: 0.7950 recall@top3: 0.8784 prec@top3: 0.7658 recall@top5: 0.9910 prec@top5: 0.5189 loss_action_cls: 0.0409 loss: 0.0409 2022/08/31 07:52:27 - mmengine - INFO - Epoch(train) [6][1140/1921] lr: 1.5000e-01 eta: 4:00:35 time: 0.5216 data_time: 0.0199 memory: 8526 grad_norm: 0.0841 recall@thr=0.5: 0.6882 prec@thr=0.5: 0.8172 recall@top3: 0.8226 prec@top3: 0.5914 recall@top5: 0.9462 prec@top5: 0.4065 loss_action_cls: 0.0376 loss: 0.0376 2022/08/31 07:52:37 - mmengine - INFO - Epoch(train) [6][1160/1921] lr: 1.5000e-01 eta: 4:00:23 time: 0.4952 data_time: 0.0188 memory: 8602 grad_norm: 0.0857 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7155 recall@top3: 0.7414 prec@top3: 0.4713 recall@top5: 0.8966 prec@top5: 0.3655 loss_action_cls: 0.0398 loss: 0.0398 2022/08/31 07:52:47 - mmengine - INFO - Epoch(train) [6][1180/1921] lr: 1.5000e-01 eta: 4:00:13 time: 0.5223 data_time: 0.0178 memory: 8474 grad_norm: 0.0894 recall@thr=0.5: 0.7415 prec@thr=0.5: 0.7756 recall@top3: 0.7863 prec@top3: 0.6581 recall@top5: 0.9487 prec@top5: 0.4974 loss_action_cls: 0.0389 loss: 0.0389 2022/08/31 07:52:57 - mmengine - INFO - Epoch(train) [6][1200/1921] lr: 1.5000e-01 eta: 4:00:01 time: 0.4955 data_time: 0.0188 memory: 8491 grad_norm: 0.0894 recall@thr=0.5: 0.7887 prec@thr=0.5: 0.8214 recall@top3: 0.9137 prec@top3: 0.7024 recall@top5: 0.9911 prec@top5: 0.4714 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 07:53:08 - mmengine - INFO - Epoch(train) [6][1220/1921] lr: 1.5000e-01 eta: 3:59:52 time: 0.5466 data_time: 0.0146 memory: 8645 grad_norm: 0.0814 recall@thr=0.5: 0.7905 prec@thr=0.5: 0.7694 recall@top3: 0.8378 prec@top3: 0.7117 recall@top5: 0.9865 prec@top5: 0.5189 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 07:53:19 - mmengine - INFO - Epoch(train) [6][1240/1921] lr: 1.5000e-01 eta: 3:59:41 time: 0.5116 data_time: 0.0190 memory: 8542 grad_norm: 0.0874 recall@thr=0.5: 0.8275 prec@thr=0.5: 0.8643 recall@top3: 0.9399 prec@top3: 0.6744 recall@top5: 0.9922 prec@top5: 0.4372 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 07:53:29 - mmengine - INFO - Epoch(train) [6][1260/1921] lr: 1.5000e-01 eta: 3:59:30 time: 0.5058 data_time: 0.0183 memory: 8474 grad_norm: 0.0861 recall@thr=0.5: 0.7356 prec@thr=0.5: 0.7267 recall@top3: 0.8433 prec@top3: 0.6444 recall@top5: 0.9656 prec@top5: 0.4667 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 07:53:39 - mmengine - INFO - Epoch(train) [6][1280/1921] lr: 1.5000e-01 eta: 3:59:18 time: 0.5051 data_time: 0.0186 memory: 8534 grad_norm: 0.0857 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.7250 recall@top3: 0.7896 prec@top3: 0.5833 recall@top5: 0.9062 prec@top5: 0.4000 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 07:53:49 - mmengine - INFO - Epoch(train) [6][1300/1921] lr: 1.5000e-01 eta: 3:59:08 time: 0.5252 data_time: 0.0192 memory: 8542 grad_norm: 0.0836 recall@thr=0.5: 0.7272 prec@thr=0.5: 0.7778 recall@top3: 0.7567 prec@top3: 0.6222 recall@top5: 0.9506 prec@top5: 0.4867 loss_action_cls: 0.0367 loss: 0.0367 2022/08/31 07:53:59 - mmengine - INFO - Epoch(train) [6][1320/1921] lr: 1.5000e-01 eta: 3:58:57 time: 0.4984 data_time: 0.0189 memory: 8542 grad_norm: 0.0858 recall@thr=0.5: 0.6207 prec@thr=0.5: 0.7394 recall@top3: 0.7465 prec@top3: 0.6768 recall@top5: 0.9212 prec@top5: 0.5091 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 07:54:10 - mmengine - INFO - Epoch(train) [6][1340/1921] lr: 1.5000e-01 eta: 3:58:46 time: 0.5244 data_time: 0.0163 memory: 8645 grad_norm: 0.0885 recall@thr=0.5: 0.6345 prec@thr=0.5: 0.7787 recall@top3: 0.7494 prec@top3: 0.7126 recall@top5: 0.9184 prec@top5: 0.5379 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 07:54:20 - mmengine - INFO - Epoch(train) [6][1360/1921] lr: 1.5000e-01 eta: 3:58:35 time: 0.5046 data_time: 0.0192 memory: 8534 grad_norm: 0.0879 recall@thr=0.5: 0.6601 prec@thr=0.5: 0.7522 recall@top3: 0.7478 prec@top3: 0.5702 recall@top5: 0.9167 prec@top5: 0.4316 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 07:54:30 - mmengine - INFO - Epoch(train) [6][1380/1921] lr: 1.5000e-01 eta: 3:58:25 time: 0.5210 data_time: 0.0183 memory: 8517 grad_norm: 0.0848 recall@thr=0.5: 0.7533 prec@thr=0.5: 0.7028 recall@top3: 0.7667 prec@top3: 0.4778 recall@top5: 0.8556 prec@top5: 0.3533 loss_action_cls: 0.0401 loss: 0.0401 2022/08/31 07:54:38 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 07:54:40 - mmengine - INFO - Epoch(train) [6][1400/1921] lr: 1.5000e-01 eta: 3:58:13 time: 0.4894 data_time: 0.0195 memory: 8508 grad_norm: 0.0865 recall@thr=0.5: 0.7721 prec@thr=0.5: 0.8471 recall@top3: 0.8603 prec@top3: 0.6961 recall@top5: 0.9559 prec@top5: 0.4824 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 07:54:50 - mmengine - INFO - Epoch(train) [6][1420/1921] lr: 1.5000e-01 eta: 3:58:02 time: 0.5181 data_time: 0.0180 memory: 8534 grad_norm: 0.0920 recall@thr=0.5: 0.7463 prec@thr=0.5: 0.8843 recall@top3: 0.8898 prec@top3: 0.7870 recall@top5: 0.9861 prec@top5: 0.5389 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 07:55:00 - mmengine - INFO - Epoch(train) [6][1440/1921] lr: 1.5000e-01 eta: 3:57:51 time: 0.5030 data_time: 0.0200 memory: 8500 grad_norm: 0.0941 recall@thr=0.5: 0.6591 prec@thr=0.5: 0.7828 recall@top3: 0.8005 prec@top3: 0.6869 recall@top5: 0.9520 prec@top5: 0.4970 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 07:55:10 - mmengine - INFO - Epoch(train) [6][1460/1921] lr: 1.5000e-01 eta: 3:57:39 time: 0.4979 data_time: 0.0186 memory: 8671 grad_norm: 0.0855 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8047 recall@top3: 0.8542 prec@top3: 0.6042 recall@top5: 0.9427 prec@top5: 0.4062 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 07:55:21 - mmengine - INFO - Epoch(train) [6][1480/1921] lr: 1.5000e-01 eta: 3:57:28 time: 0.5112 data_time: 0.0168 memory: 8552 grad_norm: 0.0866 recall@thr=0.5: 0.7738 prec@thr=0.5: 0.7143 recall@top3: 0.8548 prec@top3: 0.6190 recall@top5: 0.9286 prec@top5: 0.4057 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 07:55:31 - mmengine - INFO - Epoch(train) [6][1500/1921] lr: 1.5000e-01 eta: 3:57:17 time: 0.5097 data_time: 0.0188 memory: 8602 grad_norm: 0.0846 recall@thr=0.5: 0.7095 prec@thr=0.5: 0.8048 recall@top3: 0.8429 prec@top3: 0.7143 recall@top5: 0.9762 prec@top5: 0.4800 loss_action_cls: 0.0389 loss: 0.0389 2022/08/31 07:55:41 - mmengine - INFO - Epoch(train) [6][1520/1921] lr: 1.5000e-01 eta: 3:57:07 time: 0.5179 data_time: 0.0202 memory: 8440 grad_norm: 0.0868 recall@thr=0.5: 0.6962 prec@thr=0.5: 0.7446 recall@top3: 0.7285 prec@top3: 0.6237 recall@top5: 0.8629 prec@top5: 0.4710 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 07:55:51 - mmengine - INFO - Epoch(train) [6][1540/1921] lr: 1.5000e-01 eta: 3:56:56 time: 0.5089 data_time: 0.0198 memory: 8645 grad_norm: 0.0870 recall@thr=0.5: 0.7096 prec@thr=0.5: 0.8081 recall@top3: 0.7828 prec@top3: 0.6162 recall@top5: 0.9192 prec@top5: 0.4485 loss_action_cls: 0.0408 loss: 0.0408 2022/08/31 07:56:02 - mmengine - INFO - Epoch(train) [6][1560/1921] lr: 1.5000e-01 eta: 3:56:46 time: 0.5367 data_time: 0.0207 memory: 8500 grad_norm: 0.0884 recall@thr=0.5: 0.7069 prec@thr=0.5: 0.8276 recall@top3: 0.8879 prec@top3: 0.5287 recall@top5: 0.9167 prec@top5: 0.3310 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 07:56:13 - mmengine - INFO - Epoch(train) [6][1580/1921] lr: 1.5000e-01 eta: 3:56:36 time: 0.5286 data_time: 0.0198 memory: 8568 grad_norm: 0.0899 recall@thr=0.5: 0.7048 prec@thr=0.5: 0.7512 recall@top3: 0.7663 prec@top3: 0.6825 recall@top5: 0.9675 prec@top5: 0.5238 loss_action_cls: 0.0400 loss: 0.0400 2022/08/31 07:56:23 - mmengine - INFO - Epoch(train) [6][1600/1921] lr: 1.5000e-01 eta: 3:56:24 time: 0.4967 data_time: 0.0225 memory: 8612 grad_norm: 0.0880 recall@thr=0.5: 0.7098 prec@thr=0.5: 0.8496 recall@top3: 0.7894 prec@top3: 0.7805 recall@top5: 0.9715 prec@top5: 0.6000 loss_action_cls: 0.0385 loss: 0.0385 2022/08/31 07:56:33 - mmengine - INFO - Epoch(train) [6][1620/1921] lr: 1.5000e-01 eta: 3:56:14 time: 0.5214 data_time: 0.0181 memory: 8517 grad_norm: 0.0878 recall@thr=0.5: 0.6863 prec@thr=0.5: 0.6422 recall@top3: 0.7745 prec@top3: 0.5686 recall@top5: 0.8922 prec@top5: 0.3882 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 07:56:43 - mmengine - INFO - Epoch(train) [6][1640/1921] lr: 1.5000e-01 eta: 3:56:02 time: 0.5013 data_time: 0.0236 memory: 8465 grad_norm: 0.0874 recall@thr=0.5: 0.7247 prec@thr=0.5: 0.8990 recall@top3: 0.8813 prec@top3: 0.7677 recall@top5: 0.9848 prec@top5: 0.5212 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 07:56:53 - mmengine - INFO - Epoch(train) [6][1660/1921] lr: 1.5000e-01 eta: 3:55:52 time: 0.5180 data_time: 0.0204 memory: 8526 grad_norm: 0.0842 recall@thr=0.5: 0.7694 prec@thr=0.5: 0.7495 recall@top3: 0.7441 prec@top3: 0.6486 recall@top5: 0.8991 prec@top5: 0.4703 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 07:57:04 - mmengine - INFO - Epoch(train) [6][1680/1921] lr: 1.5000e-01 eta: 3:55:41 time: 0.5076 data_time: 0.0201 memory: 8552 grad_norm: 0.0890 recall@thr=0.5: 0.7230 prec@thr=0.5: 0.7868 recall@top3: 0.7500 prec@top3: 0.5490 recall@top5: 0.9289 prec@top5: 0.4294 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 07:57:14 - mmengine - INFO - Epoch(train) [6][1700/1921] lr: 1.5000e-01 eta: 3:55:29 time: 0.5005 data_time: 0.0211 memory: 8508 grad_norm: 0.0878 recall@thr=0.5: 0.6485 prec@thr=0.5: 0.6869 recall@top3: 0.7465 prec@top3: 0.5253 recall@top5: 0.8697 prec@top5: 0.3758 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 07:57:24 - mmengine - INFO - Epoch(train) [6][1720/1921] lr: 1.5000e-01 eta: 3:55:19 time: 0.5299 data_time: 0.0167 memory: 8559 grad_norm: 0.0849 recall@thr=0.5: 0.5735 prec@thr=0.5: 0.6490 recall@top3: 0.7990 prec@top3: 0.5686 recall@top5: 0.9216 prec@top5: 0.4000 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 07:57:35 - mmengine - INFO - Epoch(train) [6][1740/1921] lr: 1.5000e-01 eta: 3:55:09 time: 0.5233 data_time: 0.0211 memory: 8577 grad_norm: 0.0822 recall@thr=0.5: 0.6644 prec@thr=0.5: 0.7662 recall@top3: 0.8079 prec@top3: 0.6667 recall@top5: 0.9514 prec@top5: 0.4889 loss_action_cls: 0.0390 loss: 0.0390 2022/08/31 07:57:45 - mmengine - INFO - Epoch(train) [6][1760/1921] lr: 1.5000e-01 eta: 3:54:58 time: 0.5068 data_time: 0.0192 memory: 8500 grad_norm: 0.0853 recall@thr=0.5: 0.7731 prec@thr=0.5: 0.7755 recall@top3: 0.8380 prec@top3: 0.6389 recall@top5: 0.9722 prec@top5: 0.4500 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 07:57:55 - mmengine - INFO - Epoch(train) [6][1780/1921] lr: 1.5000e-01 eta: 3:54:48 time: 0.5329 data_time: 0.0220 memory: 8552 grad_norm: 0.0829 recall@thr=0.5: 0.7275 prec@thr=0.5: 0.8064 recall@top3: 0.7887 prec@top3: 0.7255 recall@top5: 0.9118 prec@top5: 0.5294 loss_action_cls: 0.0389 loss: 0.0389 2022/08/31 07:58:06 - mmengine - INFO - Epoch(train) [6][1800/1921] lr: 1.5000e-01 eta: 3:54:37 time: 0.5115 data_time: 0.0207 memory: 8482 grad_norm: 0.0858 recall@thr=0.5: 0.7031 prec@thr=0.5: 0.7604 recall@top3: 0.8151 prec@top3: 0.7083 recall@top5: 0.9766 prec@top5: 0.5062 loss_action_cls: 0.0382 loss: 0.0382 2022/08/31 07:58:17 - mmengine - INFO - Epoch(train) [6][1820/1921] lr: 1.5000e-01 eta: 3:54:28 time: 0.5513 data_time: 0.0230 memory: 8552 grad_norm: 0.0835 recall@thr=0.5: 0.7434 prec@thr=0.5: 0.8509 recall@top3: 0.7873 prec@top3: 0.6754 recall@top5: 0.9496 prec@top5: 0.5053 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 07:58:27 - mmengine - INFO - Epoch(train) [6][1840/1921] lr: 1.5000e-01 eta: 3:54:17 time: 0.4954 data_time: 0.0221 memory: 8465 grad_norm: 0.0874 recall@thr=0.5: 0.6979 prec@thr=0.5: 0.7344 recall@top3: 0.7188 prec@top3: 0.6875 recall@top5: 0.9010 prec@top5: 0.5312 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 07:58:37 - mmengine - INFO - Epoch(train) [6][1860/1921] lr: 1.5000e-01 eta: 3:54:06 time: 0.5162 data_time: 0.0152 memory: 8500 grad_norm: 0.0848 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.6898 recall@top3: 0.8333 prec@top3: 0.5926 recall@top5: 0.9120 prec@top5: 0.3889 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 07:58:47 - mmengine - INFO - Epoch(train) [6][1880/1921] lr: 1.5000e-01 eta: 3:53:54 time: 0.4971 data_time: 0.0221 memory: 8620 grad_norm: 0.0861 recall@thr=0.5: 0.7444 prec@thr=0.5: 0.7806 recall@top3: 0.7917 prec@top3: 0.6333 recall@top5: 0.9833 prec@top5: 0.4733 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 07:58:57 - mmengine - INFO - Epoch(train) [6][1900/1921] lr: 1.5000e-01 eta: 3:53:44 time: 0.5139 data_time: 0.0167 memory: 8508 grad_norm: 0.0883 recall@thr=0.5: 0.6056 prec@thr=0.5: 0.7000 recall@top3: 0.6778 prec@top3: 0.5889 recall@top5: 0.8222 prec@top5: 0.4133 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 07:59:08 - mmengine - INFO - Epoch(train) [6][1920/1921] lr: 1.5000e-01 eta: 3:53:33 time: 0.5191 data_time: 0.0219 memory: 8526 grad_norm: 0.0819 recall@thr=0.5: 0.8657 prec@thr=0.5: 0.8449 recall@top3: 0.8958 prec@top3: 0.7500 recall@top5: 0.9861 prec@top5: 0.5056 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 07:59:08 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 07:59:08 - mmengine - INFO - Epoch(train) [6][1921/1921] lr: 1.5000e-01 eta: 3:53:33 time: 0.5114 data_time: 0.0203 memory: 6337 grad_norm: 0.0829 recall@thr=0.5: 0.8785 prec@thr=0.5: 0.9722 recall@top3: 0.8958 prec@top3: 0.8472 recall@top5: 0.9722 prec@top5: 0.5583 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 07:59:08 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/08/31 07:59:14 - mmengine - INFO - Epoch(val) [6][20/6282] eta: 0:04:57 time: 0.0476 data_time: 0.0056 memory: 2274 2022/08/31 07:59:15 - mmengine - INFO - Epoch(val) [6][40/6282] eta: 0:04:16 time: 0.0411 data_time: 0.0022 memory: 2274 2022/08/31 07:59:16 - mmengine - INFO - Epoch(val) [6][60/6282] eta: 0:04:11 time: 0.0404 data_time: 0.0023 memory: 2274 2022/08/31 07:59:17 - mmengine - INFO - Epoch(val) [6][80/6282] eta: 0:04:27 time: 0.0431 data_time: 0.0025 memory: 2274 2022/08/31 07:59:17 - mmengine - INFO - Epoch(val) [6][100/6282] eta: 0:04:10 time: 0.0405 data_time: 0.0031 memory: 2274 2022/08/31 07:59:18 - mmengine - INFO - Epoch(val) [6][120/6282] eta: 0:04:42 time: 0.0459 data_time: 0.0025 memory: 2308 2022/08/31 07:59:19 - mmengine - INFO - Epoch(val) [6][140/6282] eta: 0:04:21 time: 0.0425 data_time: 0.0021 memory: 2308 2022/08/31 07:59:20 - mmengine - INFO - Epoch(val) [6][160/6282] eta: 0:04:20 time: 0.0426 data_time: 0.0030 memory: 2308 2022/08/31 07:59:21 - mmengine - INFO - Epoch(val) [6][180/6282] eta: 0:04:11 time: 0.0413 data_time: 0.0023 memory: 2308 2022/08/31 07:59:22 - mmengine - INFO - Epoch(val) [6][200/6282] eta: 0:04:17 time: 0.0424 data_time: 0.0028 memory: 2308 2022/08/31 07:59:23 - mmengine - INFO - Epoch(val) [6][220/6282] eta: 0:04:01 time: 0.0399 data_time: 0.0019 memory: 2279 2022/08/31 07:59:23 - mmengine - INFO - Epoch(val) [6][240/6282] eta: 0:04:01 time: 0.0400 data_time: 0.0027 memory: 2279 2022/08/31 07:59:25 - mmengine - INFO - Epoch(val) [6][260/6282] eta: 0:06:45 time: 0.0674 data_time: 0.0031 memory: 2279 2022/08/31 07:59:26 - mmengine - INFO - Epoch(val) [6][280/6282] eta: 0:04:21 time: 0.0436 data_time: 0.0019 memory: 2279 2022/08/31 07:59:27 - mmengine - INFO - Epoch(val) [6][300/6282] eta: 0:04:28 time: 0.0448 data_time: 0.0021 memory: 2308 2022/08/31 07:59:28 - mmengine - INFO - Epoch(val) [6][320/6282] eta: 0:05:19 time: 0.0536 data_time: 0.0021 memory: 2308 2022/08/31 07:59:29 - mmengine - INFO - Epoch(val) [6][340/6282] eta: 0:04:33 time: 0.0460 data_time: 0.0028 memory: 2308 2022/08/31 07:59:30 - mmengine - INFO - Epoch(val) [6][360/6282] eta: 0:05:01 time: 0.0508 data_time: 0.0027 memory: 2308 2022/08/31 07:59:31 - mmengine - INFO - Epoch(val) [6][380/6282] eta: 0:04:50 time: 0.0492 data_time: 0.0025 memory: 2308 2022/08/31 07:59:31 - mmengine - INFO - Epoch(val) [6][400/6282] eta: 0:04:12 time: 0.0429 data_time: 0.0029 memory: 2308 2022/08/31 07:59:32 - mmengine - INFO - Epoch(val) [6][420/6282] eta: 0:03:50 time: 0.0394 data_time: 0.0023 memory: 2281 2022/08/31 07:59:33 - mmengine - INFO - Epoch(val) [6][440/6282] eta: 0:04:05 time: 0.0421 data_time: 0.0034 memory: 2281 2022/08/31 07:59:34 - mmengine - INFO - Epoch(val) [6][460/6282] eta: 0:04:00 time: 0.0414 data_time: 0.0029 memory: 2281 2022/08/31 07:59:35 - mmengine - INFO - Epoch(val) [6][480/6282] eta: 0:03:40 time: 0.0380 data_time: 0.0017 memory: 2281 2022/08/31 07:59:35 - mmengine - INFO - Epoch(val) [6][500/6282] eta: 0:04:06 time: 0.0427 data_time: 0.0021 memory: 2281 2022/08/31 07:59:36 - mmengine - INFO - Epoch(val) [6][520/6282] eta: 0:04:33 time: 0.0475 data_time: 0.0030 memory: 2279 2022/08/31 07:59:37 - mmengine - INFO - Epoch(val) [6][540/6282] eta: 0:04:52 time: 0.0510 data_time: 0.0018 memory: 2279 2022/08/31 07:59:38 - mmengine - INFO - Epoch(val) [6][560/6282] eta: 0:04:13 time: 0.0443 data_time: 0.0021 memory: 2279 2022/08/31 07:59:39 - mmengine - INFO - Epoch(val) [6][580/6282] eta: 0:04:19 time: 0.0455 data_time: 0.0027 memory: 2279 2022/08/31 07:59:40 - mmengine - INFO - Epoch(val) [6][600/6282] eta: 0:03:43 time: 0.0393 data_time: 0.0016 memory: 2279 2022/08/31 07:59:41 - mmengine - INFO - Epoch(val) [6][620/6282] eta: 0:03:36 time: 0.0382 data_time: 0.0025 memory: 2279 2022/08/31 07:59:42 - mmengine - INFO - Epoch(val) [6][640/6282] eta: 0:03:53 time: 0.0414 data_time: 0.0028 memory: 2277 2022/08/31 07:59:42 - mmengine - INFO - Epoch(val) [6][660/6282] eta: 0:03:45 time: 0.0402 data_time: 0.0028 memory: 2277 2022/08/31 07:59:43 - mmengine - INFO - Epoch(val) [6][680/6282] eta: 0:04:16 time: 0.0459 data_time: 0.0028 memory: 2277 2022/08/31 07:59:45 - mmengine - INFO - Epoch(val) [6][700/6282] eta: 0:06:51 time: 0.0738 data_time: 0.0037 memory: 2277 2022/08/31 07:59:46 - mmengine - INFO - Epoch(val) [6][720/6282] eta: 0:05:31 time: 0.0595 data_time: 0.0029 memory: 2319 2022/08/31 07:59:47 - mmengine - INFO - Epoch(val) [6][740/6282] eta: 0:04:51 time: 0.0525 data_time: 0.0027 memory: 2308 2022/08/31 07:59:48 - mmengine - INFO - Epoch(val) [6][760/6282] eta: 0:04:14 time: 0.0460 data_time: 0.0018 memory: 2308 2022/08/31 07:59:49 - mmengine - INFO - Epoch(val) [6][780/6282] eta: 0:04:00 time: 0.0437 data_time: 0.0020 memory: 2308 2022/08/31 07:59:50 - mmengine - INFO - Epoch(val) [6][800/6282] eta: 0:03:45 time: 0.0411 data_time: 0.0026 memory: 2308 2022/08/31 07:59:51 - mmengine - INFO - Epoch(val) [6][820/6282] eta: 0:03:37 time: 0.0398 data_time: 0.0024 memory: 2308 2022/08/31 07:59:52 - mmengine - INFO - Epoch(val) [6][840/6282] eta: 0:04:34 time: 0.0504 data_time: 0.0023 memory: 2279 2022/08/31 07:59:53 - mmengine - INFO - Epoch(val) [6][860/6282] eta: 0:04:33 time: 0.0504 data_time: 0.0026 memory: 2279 2022/08/31 07:59:54 - mmengine - INFO - Epoch(val) [6][880/6282] eta: 0:04:33 time: 0.0506 data_time: 0.0021 memory: 2279 2022/08/31 07:59:55 - mmengine - INFO - Epoch(val) [6][900/6282] eta: 0:04:22 time: 0.0488 data_time: 0.0023 memory: 2279 2022/08/31 07:59:56 - mmengine - INFO - Epoch(val) [6][920/6282] eta: 0:04:32 time: 0.0508 data_time: 0.0025 memory: 2279 2022/08/31 07:59:56 - mmengine - INFO - Epoch(val) [6][940/6282] eta: 0:03:25 time: 0.0384 data_time: 0.0018 memory: 2274 2022/08/31 07:59:57 - mmengine - INFO - Epoch(val) [6][960/6282] eta: 0:03:28 time: 0.0391 data_time: 0.0031 memory: 2274 2022/08/31 07:59:58 - mmengine - INFO - Epoch(val) [6][980/6282] eta: 0:03:37 time: 0.0410 data_time: 0.0026 memory: 2274 2022/08/31 07:59:59 - mmengine - INFO - Epoch(val) [6][1000/6282] eta: 0:04:00 time: 0.0455 data_time: 0.0022 memory: 2274 2022/08/31 08:00:00 - mmengine - INFO - Epoch(val) [6][1020/6282] eta: 0:03:41 time: 0.0421 data_time: 0.0020 memory: 2279 2022/08/31 08:00:01 - mmengine - INFO - Epoch(val) [6][1040/6282] eta: 0:03:29 time: 0.0399 data_time: 0.0024 memory: 2279 2022/08/31 08:00:01 - mmengine - INFO - Epoch(val) [6][1060/6282] eta: 0:03:43 time: 0.0428 data_time: 0.0023 memory: 2279 2022/08/31 08:00:03 - mmengine - INFO - Epoch(val) [6][1080/6282] eta: 0:06:17 time: 0.0725 data_time: 0.0018 memory: 2279 2022/08/31 08:00:04 - mmengine - INFO - Epoch(val) [6][1100/6282] eta: 0:03:37 time: 0.0420 data_time: 0.0026 memory: 2279 2022/08/31 08:00:05 - mmengine - INFO - Epoch(val) [6][1120/6282] eta: 0:04:13 time: 0.0491 data_time: 0.0037 memory: 2279 2022/08/31 08:00:06 - mmengine - INFO - Epoch(val) [6][1140/6282] eta: 0:03:46 time: 0.0441 data_time: 0.0025 memory: 2279 2022/08/31 08:00:07 - mmengine - INFO - Epoch(val) [6][1160/6282] eta: 0:04:24 time: 0.0516 data_time: 0.0037 memory: 2279 2022/08/31 08:00:08 - mmengine - INFO - Epoch(val) [6][1180/6282] eta: 0:04:06 time: 0.0483 data_time: 0.0025 memory: 2279 2022/08/31 08:00:09 - mmengine - INFO - Epoch(val) [6][1200/6282] eta: 0:04:13 time: 0.0498 data_time: 0.0030 memory: 2279 2022/08/31 08:00:10 - mmengine - INFO - Epoch(val) [6][1220/6282] eta: 0:04:50 time: 0.0574 data_time: 0.0026 memory: 2279 2022/08/31 08:00:11 - mmengine - INFO - Epoch(val) [6][1240/6282] eta: 0:04:26 time: 0.0529 data_time: 0.0034 memory: 2308 2022/08/31 08:00:12 - mmengine - INFO - Epoch(val) [6][1260/6282] eta: 0:04:36 time: 0.0550 data_time: 0.0035 memory: 2308 2022/08/31 08:00:13 - mmengine - INFO - Epoch(val) [6][1280/6282] eta: 0:04:04 time: 0.0489 data_time: 0.0026 memory: 2308 2022/08/31 08:00:14 - mmengine - INFO - Epoch(val) [6][1300/6282] eta: 0:06:11 time: 0.0745 data_time: 0.0033 memory: 2308 2022/08/31 08:00:15 - mmengine - INFO - Epoch(val) [6][1320/6282] eta: 0:03:39 time: 0.0443 data_time: 0.0028 memory: 2308 2022/08/31 08:00:16 - mmengine - INFO - Epoch(val) [6][1340/6282] eta: 0:03:13 time: 0.0391 data_time: 0.0027 memory: 2308 2022/08/31 08:00:17 - mmengine - INFO - Epoch(val) [6][1360/6282] eta: 0:03:22 time: 0.0412 data_time: 0.0020 memory: 2308 2022/08/31 08:00:18 - mmengine - INFO - Epoch(val) [6][1380/6282] eta: 0:03:14 time: 0.0397 data_time: 0.0023 memory: 2308 2022/08/31 08:00:19 - mmengine - INFO - Epoch(val) [6][1400/6282] eta: 0:03:26 time: 0.0422 data_time: 0.0022 memory: 2308 2022/08/31 08:00:19 - mmengine - INFO - Epoch(val) [6][1420/6282] eta: 0:03:27 time: 0.0426 data_time: 0.0028 memory: 2308 2022/08/31 08:00:20 - mmengine - INFO - Epoch(val) [6][1440/6282] eta: 0:03:24 time: 0.0423 data_time: 0.0022 memory: 2308 2022/08/31 08:00:21 - mmengine - INFO - Epoch(val) [6][1460/6282] eta: 0:03:44 time: 0.0466 data_time: 0.0018 memory: 2308 2022/08/31 08:00:22 - mmengine - INFO - Epoch(val) [6][1480/6282] eta: 0:03:40 time: 0.0459 data_time: 0.0029 memory: 2308 2022/08/31 08:00:23 - mmengine - INFO - Epoch(val) [6][1500/6282] eta: 0:03:46 time: 0.0473 data_time: 0.0020 memory: 2308 2022/08/31 08:00:24 - mmengine - INFO - Epoch(val) [6][1520/6282] eta: 0:03:22 time: 0.0426 data_time: 0.0017 memory: 2352 2022/08/31 08:00:25 - mmengine - INFO - Epoch(val) [6][1540/6282] eta: 0:03:54 time: 0.0495 data_time: 0.0020 memory: 2352 2022/08/31 08:00:26 - mmengine - INFO - Epoch(val) [6][1560/6282] eta: 0:03:43 time: 0.0474 data_time: 0.0024 memory: 2352 2022/08/31 08:00:27 - mmengine - INFO - Epoch(val) [6][1580/6282] eta: 0:03:40 time: 0.0469 data_time: 0.0025 memory: 2352 2022/08/31 08:00:28 - mmengine - INFO - Epoch(val) [6][1600/6282] eta: 0:03:18 time: 0.0424 data_time: 0.0024 memory: 2352 2022/08/31 08:00:28 - mmengine - INFO - Epoch(val) [6][1620/6282] eta: 0:03:04 time: 0.0396 data_time: 0.0018 memory: 2352 2022/08/31 08:00:30 - mmengine - INFO - Epoch(val) [6][1640/6282] eta: 0:04:17 time: 0.0555 data_time: 0.0024 memory: 2308 2022/08/31 08:00:30 - mmengine - INFO - Epoch(val) [6][1660/6282] eta: 0:03:37 time: 0.0470 data_time: 0.0025 memory: 2308 2022/08/31 08:00:31 - mmengine - INFO - Epoch(val) [6][1680/6282] eta: 0:03:28 time: 0.0453 data_time: 0.0024 memory: 2308 2022/08/31 08:00:32 - mmengine - INFO - Epoch(val) [6][1700/6282] eta: 0:03:53 time: 0.0510 data_time: 0.0027 memory: 2308 2022/08/31 08:00:34 - mmengine - INFO - Epoch(val) [6][1720/6282] eta: 0:04:22 time: 0.0576 data_time: 0.0025 memory: 2311 2022/08/31 08:00:35 - mmengine - INFO - Epoch(val) [6][1740/6282] eta: 0:05:21 time: 0.0707 data_time: 0.0023 memory: 2308 2022/08/31 08:00:36 - mmengine - INFO - Epoch(val) [6][1760/6282] eta: 0:03:45 time: 0.0499 data_time: 0.0037 memory: 2308 2022/08/31 08:00:37 - mmengine - INFO - Epoch(val) [6][1780/6282] eta: 0:03:52 time: 0.0516 data_time: 0.0037 memory: 2308 2022/08/31 08:00:38 - mmengine - INFO - Epoch(val) [6][1800/6282] eta: 0:03:41 time: 0.0493 data_time: 0.0023 memory: 2308 2022/08/31 08:00:39 - mmengine - INFO - Epoch(val) [6][1820/6282] eta: 0:04:06 time: 0.0552 data_time: 0.0030 memory: 2308 2022/08/31 08:00:40 - mmengine - INFO - Epoch(val) [6][1840/6282] eta: 0:03:30 time: 0.0473 data_time: 0.0018 memory: 2308 2022/08/31 08:00:41 - mmengine - INFO - Epoch(val) [6][1860/6282] eta: 0:03:22 time: 0.0459 data_time: 0.0032 memory: 2308 2022/08/31 08:00:42 - mmengine - INFO - Epoch(val) [6][1880/6282] eta: 0:03:13 time: 0.0441 data_time: 0.0028 memory: 2308 2022/08/31 08:00:43 - mmengine - INFO - Epoch(val) [6][1900/6282] eta: 0:03:23 time: 0.0463 data_time: 0.0026 memory: 2308 2022/08/31 08:00:44 - mmengine - INFO - Epoch(val) [6][1920/6282] eta: 0:03:58 time: 0.0546 data_time: 0.0028 memory: 2308 2022/08/31 08:00:45 - mmengine - INFO - Epoch(val) [6][1940/6282] eta: 0:03:12 time: 0.0442 data_time: 0.0032 memory: 2308 2022/08/31 08:00:46 - mmengine - INFO - Epoch(val) [6][1960/6282] eta: 0:03:05 time: 0.0430 data_time: 0.0025 memory: 2281 2022/08/31 08:00:47 - mmengine - INFO - Epoch(val) [6][1980/6282] eta: 0:02:59 time: 0.0418 data_time: 0.0023 memory: 2281 2022/08/31 08:00:47 - mmengine - INFO - Epoch(val) [6][2000/6282] eta: 0:02:50 time: 0.0399 data_time: 0.0037 memory: 2281 2022/08/31 08:00:48 - mmengine - INFO - Epoch(val) [6][2020/6282] eta: 0:02:59 time: 0.0421 data_time: 0.0021 memory: 2281 2022/08/31 08:00:49 - mmengine - INFO - Epoch(val) [6][2040/6282] eta: 0:02:42 time: 0.0383 data_time: 0.0018 memory: 2281 2022/08/31 08:00:50 - mmengine - INFO - Epoch(val) [6][2060/6282] eta: 0:02:43 time: 0.0387 data_time: 0.0027 memory: 2281 2022/08/31 08:00:51 - mmengine - INFO - Epoch(val) [6][2080/6282] eta: 0:02:40 time: 0.0381 data_time: 0.0024 memory: 2281 2022/08/31 08:00:51 - mmengine - INFO - Epoch(val) [6][2100/6282] eta: 0:02:26 time: 0.0350 data_time: 0.0020 memory: 2281 2022/08/31 08:00:52 - mmengine - INFO - Epoch(val) [6][2120/6282] eta: 0:02:33 time: 0.0370 data_time: 0.0019 memory: 2281 2022/08/31 08:00:53 - mmengine - INFO - Epoch(val) [6][2140/6282] eta: 0:02:58 time: 0.0430 data_time: 0.0027 memory: 2281 2022/08/31 08:00:54 - mmengine - INFO - Epoch(val) [6][2160/6282] eta: 0:02:53 time: 0.0420 data_time: 0.0030 memory: 2279 2022/08/31 08:00:55 - mmengine - INFO - Epoch(val) [6][2180/6282] eta: 0:04:51 time: 0.0711 data_time: 0.0034 memory: 2279 2022/08/31 08:00:56 - mmengine - INFO - Epoch(val) [6][2200/6282] eta: 0:02:57 time: 0.0434 data_time: 0.0026 memory: 2279 2022/08/31 08:00:57 - mmengine - INFO - Epoch(val) [6][2220/6282] eta: 0:02:52 time: 0.0425 data_time: 0.0023 memory: 2279 2022/08/31 08:00:58 - mmengine - INFO - Epoch(val) [6][2240/6282] eta: 0:03:13 time: 0.0478 data_time: 0.0023 memory: 2279 2022/08/31 08:00:59 - mmengine - INFO - Epoch(val) [6][2260/6282] eta: 0:03:11 time: 0.0476 data_time: 0.0029 memory: 2281 2022/08/31 08:01:00 - mmengine - INFO - Epoch(val) [6][2280/6282] eta: 0:02:50 time: 0.0425 data_time: 0.0025 memory: 2281 2022/08/31 08:01:00 - mmengine - INFO - Epoch(val) [6][2300/6282] eta: 0:02:40 time: 0.0403 data_time: 0.0021 memory: 2281 2022/08/31 08:01:01 - mmengine - INFO - Epoch(val) [6][2320/6282] eta: 0:03:07 time: 0.0473 data_time: 0.0046 memory: 2281 2022/08/31 08:01:02 - mmengine - INFO - Epoch(val) [6][2340/6282] eta: 0:02:58 time: 0.0454 data_time: 0.0021 memory: 2281 2022/08/31 08:01:03 - mmengine - INFO - Epoch(val) [6][2360/6282] eta: 0:02:40 time: 0.0410 data_time: 0.0019 memory: 2279 2022/08/31 08:01:04 - mmengine - INFO - Epoch(val) [6][2380/6282] eta: 0:03:05 time: 0.0476 data_time: 0.0034 memory: 2279 2022/08/31 08:01:05 - mmengine - INFO - Epoch(val) [6][2400/6282] eta: 0:02:49 time: 0.0438 data_time: 0.0028 memory: 2279 2022/08/31 08:01:06 - mmengine - INFO - Epoch(val) [6][2420/6282] eta: 0:02:24 time: 0.0375 data_time: 0.0023 memory: 2279 2022/08/31 08:01:07 - mmengine - INFO - Epoch(val) [6][2440/6282] eta: 0:02:53 time: 0.0451 data_time: 0.0024 memory: 2279 2022/08/31 08:01:07 - mmengine - INFO - Epoch(val) [6][2460/6282] eta: 0:02:49 time: 0.0443 data_time: 0.0030 memory: 2308 2022/08/31 08:01:08 - mmengine - INFO - Epoch(val) [6][2480/6282] eta: 0:03:09 time: 0.0499 data_time: 0.0022 memory: 2308 2022/08/31 08:01:09 - mmengine - INFO - Epoch(val) [6][2500/6282] eta: 0:02:57 time: 0.0468 data_time: 0.0032 memory: 2308 2022/08/31 08:01:10 - mmengine - INFO - Epoch(val) [6][2520/6282] eta: 0:03:19 time: 0.0532 data_time: 0.0034 memory: 2308 2022/08/31 08:01:12 - mmengine - INFO - Epoch(val) [6][2540/6282] eta: 0:03:15 time: 0.0523 data_time: 0.0027 memory: 2311 2022/08/31 08:01:12 - mmengine - INFO - Epoch(val) [6][2560/6282] eta: 0:02:40 time: 0.0432 data_time: 0.0025 memory: 2308 2022/08/31 08:01:13 - mmengine - INFO - Epoch(val) [6][2580/6282] eta: 0:02:51 time: 0.0462 data_time: 0.0020 memory: 2308 2022/08/31 08:01:15 - mmengine - INFO - Epoch(val) [6][2600/6282] eta: 0:04:18 time: 0.0701 data_time: 0.0022 memory: 2308 2022/08/31 08:01:16 - mmengine - INFO - Epoch(val) [6][2620/6282] eta: 0:02:43 time: 0.0446 data_time: 0.0025 memory: 2308 2022/08/31 08:01:16 - mmengine - INFO - Epoch(val) [6][2640/6282] eta: 0:02:32 time: 0.0418 data_time: 0.0032 memory: 2308 2022/08/31 08:01:17 - mmengine - INFO - Epoch(val) [6][2660/6282] eta: 0:02:36 time: 0.0432 data_time: 0.0022 memory: 2348 2022/08/31 08:01:18 - mmengine - INFO - Epoch(val) [6][2680/6282] eta: 0:02:53 time: 0.0483 data_time: 0.0039 memory: 2348 2022/08/31 08:01:19 - mmengine - INFO - Epoch(val) [6][2700/6282] eta: 0:02:35 time: 0.0435 data_time: 0.0029 memory: 2348 2022/08/31 08:01:20 - mmengine - INFO - Epoch(val) [6][2720/6282] eta: 0:02:39 time: 0.0449 data_time: 0.0021 memory: 2348 2022/08/31 08:01:21 - mmengine - INFO - Epoch(val) [6][2740/6282] eta: 0:03:06 time: 0.0527 data_time: 0.0029 memory: 2348 2022/08/31 08:01:22 - mmengine - INFO - Epoch(val) [6][2760/6282] eta: 0:02:31 time: 0.0430 data_time: 0.0024 memory: 2281 2022/08/31 08:01:23 - mmengine - INFO - Epoch(val) [6][2780/6282] eta: 0:02:41 time: 0.0460 data_time: 0.0033 memory: 2281 2022/08/31 08:01:24 - mmengine - INFO - Epoch(val) [6][2800/6282] eta: 0:02:36 time: 0.0451 data_time: 0.0035 memory: 2281 2022/08/31 08:01:25 - mmengine - INFO - Epoch(val) [6][2820/6282] eta: 0:02:41 time: 0.0466 data_time: 0.0019 memory: 2281 2022/08/31 08:01:26 - mmengine - INFO - Epoch(val) [6][2840/6282] eta: 0:02:39 time: 0.0462 data_time: 0.0024 memory: 2281 2022/08/31 08:01:27 - mmengine - INFO - Epoch(val) [6][2860/6282] eta: 0:02:21 time: 0.0414 data_time: 0.0018 memory: 2308 2022/08/31 08:01:27 - mmengine - INFO - Epoch(val) [6][2880/6282] eta: 0:02:20 time: 0.0412 data_time: 0.0025 memory: 2308 2022/08/31 08:01:28 - mmengine - INFO - Epoch(val) [6][2900/6282] eta: 0:02:23 time: 0.0426 data_time: 0.0021 memory: 2308 2022/08/31 08:01:29 - mmengine - INFO - Epoch(val) [6][2920/6282] eta: 0:02:16 time: 0.0407 data_time: 0.0024 memory: 2308 2022/08/31 08:01:30 - mmengine - INFO - Epoch(val) [6][2940/6282] eta: 0:02:04 time: 0.0374 data_time: 0.0018 memory: 2293 2022/08/31 08:01:31 - mmengine - INFO - Epoch(val) [6][2960/6282] eta: 0:02:13 time: 0.0401 data_time: 0.0026 memory: 2293 2022/08/31 08:01:31 - mmengine - INFO - Epoch(val) [6][2980/6282] eta: 0:02:06 time: 0.0382 data_time: 0.0020 memory: 2293 2022/08/31 08:01:32 - mmengine - INFO - Epoch(val) [6][3000/6282] eta: 0:02:26 time: 0.0447 data_time: 0.0024 memory: 2293 2022/08/31 08:01:33 - mmengine - INFO - Epoch(val) [6][3020/6282] eta: 0:02:20 time: 0.0432 data_time: 0.0030 memory: 2308 2022/08/31 08:01:35 - mmengine - INFO - Epoch(val) [6][3040/6282] eta: 0:03:59 time: 0.0739 data_time: 0.0030 memory: 2308 2022/08/31 08:01:36 - mmengine - INFO - Epoch(val) [6][3060/6282] eta: 0:02:42 time: 0.0504 data_time: 0.0024 memory: 2308 2022/08/31 08:01:37 - mmengine - INFO - Epoch(val) [6][3080/6282] eta: 0:02:35 time: 0.0485 data_time: 0.0027 memory: 2308 2022/08/31 08:01:38 - mmengine - INFO - Epoch(val) [6][3100/6282] eta: 0:02:24 time: 0.0454 data_time: 0.0022 memory: 2308 2022/08/31 08:01:38 - mmengine - INFO - Epoch(val) [6][3120/6282] eta: 0:01:58 time: 0.0374 data_time: 0.0024 memory: 2281 2022/08/31 08:01:39 - mmengine - INFO - Epoch(val) [6][3140/6282] eta: 0:02:09 time: 0.0412 data_time: 0.0018 memory: 2281 2022/08/31 08:01:40 - mmengine - INFO - Epoch(val) [6][3160/6282] eta: 0:01:58 time: 0.0380 data_time: 0.0028 memory: 2281 2022/08/31 08:01:41 - mmengine - INFO - Epoch(val) [6][3180/6282] eta: 0:01:59 time: 0.0385 data_time: 0.0027 memory: 2281 2022/08/31 08:01:41 - mmengine - INFO - Epoch(val) [6][3200/6282] eta: 0:02:06 time: 0.0412 data_time: 0.0023 memory: 2308 2022/08/31 08:01:42 - mmengine - INFO - Epoch(val) [6][3220/6282] eta: 0:01:57 time: 0.0383 data_time: 0.0020 memory: 2308 2022/08/31 08:01:43 - mmengine - INFO - Epoch(val) [6][3240/6282] eta: 0:01:58 time: 0.0390 data_time: 0.0022 memory: 2308 2022/08/31 08:01:44 - mmengine - INFO - Epoch(val) [6][3260/6282] eta: 0:02:06 time: 0.0419 data_time: 0.0023 memory: 2308 2022/08/31 08:01:45 - mmengine - INFO - Epoch(val) [6][3280/6282] eta: 0:02:27 time: 0.0490 data_time: 0.0071 memory: 2308 2022/08/31 08:01:46 - mmengine - INFO - Epoch(val) [6][3300/6282] eta: 0:02:29 time: 0.0500 data_time: 0.0023 memory: 2308 2022/08/31 08:01:47 - mmengine - INFO - Epoch(val) [6][3320/6282] eta: 0:02:16 time: 0.0459 data_time: 0.0031 memory: 2308 2022/08/31 08:01:48 - mmengine - INFO - Epoch(val) [6][3340/6282] eta: 0:02:21 time: 0.0481 data_time: 0.0019 memory: 2308 2022/08/31 08:01:49 - mmengine - INFO - Epoch(val) [6][3360/6282] eta: 0:02:14 time: 0.0461 data_time: 0.0023 memory: 2308 2022/08/31 08:01:50 - mmengine - INFO - Epoch(val) [6][3380/6282] eta: 0:01:59 time: 0.0413 data_time: 0.0023 memory: 2308 2022/08/31 08:01:50 - mmengine - INFO - Epoch(val) [6][3400/6282] eta: 0:02:17 time: 0.0477 data_time: 0.0021 memory: 2279 2022/08/31 08:01:51 - mmengine - INFO - Epoch(val) [6][3420/6282] eta: 0:02:01 time: 0.0423 data_time: 0.0025 memory: 2279 2022/08/31 08:01:52 - mmengine - INFO - Epoch(val) [6][3440/6282] eta: 0:02:01 time: 0.0426 data_time: 0.0027 memory: 2279 2022/08/31 08:01:53 - mmengine - INFO - Epoch(val) [6][3460/6282] eta: 0:02:41 time: 0.0572 data_time: 0.0027 memory: 2282 2022/08/31 08:01:55 - mmengine - INFO - Epoch(val) [6][3480/6282] eta: 0:03:48 time: 0.0815 data_time: 0.0026 memory: 2279 2022/08/31 08:01:56 - mmengine - INFO - Epoch(val) [6][3500/6282] eta: 0:01:51 time: 0.0401 data_time: 0.0024 memory: 2279 2022/08/31 08:01:57 - mmengine - INFO - Epoch(val) [6][3520/6282] eta: 0:01:56 time: 0.0421 data_time: 0.0027 memory: 2279 2022/08/31 08:01:57 - mmengine - INFO - Epoch(val) [6][3540/6282] eta: 0:01:41 time: 0.0371 data_time: 0.0021 memory: 2279 2022/08/31 08:01:58 - mmengine - INFO - Epoch(val) [6][3560/6282] eta: 0:01:59 time: 0.0439 data_time: 0.0025 memory: 2279 2022/08/31 08:01:59 - mmengine - INFO - Epoch(val) [6][3580/6282] eta: 0:01:53 time: 0.0419 data_time: 0.0034 memory: 2300 2022/08/31 08:02:00 - mmengine - INFO - Epoch(val) [6][3600/6282] eta: 0:01:58 time: 0.0441 data_time: 0.0024 memory: 2300 2022/08/31 08:02:01 - mmengine - INFO - Epoch(val) [6][3620/6282] eta: 0:02:34 time: 0.0579 data_time: 0.0029 memory: 2302 2022/08/31 08:02:02 - mmengine - INFO - Epoch(val) [6][3640/6282] eta: 0:02:08 time: 0.0486 data_time: 0.0025 memory: 2300 2022/08/31 08:02:03 - mmengine - INFO - Epoch(val) [6][3660/6282] eta: 0:02:06 time: 0.0484 data_time: 0.0022 memory: 2300 2022/08/31 08:02:04 - mmengine - INFO - Epoch(val) [6][3680/6282] eta: 0:01:51 time: 0.0428 data_time: 0.0028 memory: 2308 2022/08/31 08:02:05 - mmengine - INFO - Epoch(val) [6][3700/6282] eta: 0:01:51 time: 0.0433 data_time: 0.0039 memory: 2308 2022/08/31 08:02:06 - mmengine - INFO - Epoch(val) [6][3720/6282] eta: 0:01:55 time: 0.0453 data_time: 0.0024 memory: 2308 2022/08/31 08:02:07 - mmengine - INFO - Epoch(val) [6][3740/6282] eta: 0:01:48 time: 0.0428 data_time: 0.0020 memory: 2308 2022/08/31 08:02:07 - mmengine - INFO - Epoch(val) [6][3760/6282] eta: 0:01:56 time: 0.0460 data_time: 0.0031 memory: 2308 2022/08/31 08:02:08 - mmengine - INFO - Epoch(val) [6][3780/6282] eta: 0:01:55 time: 0.0461 data_time: 0.0021 memory: 2308 2022/08/31 08:02:09 - mmengine - INFO - Epoch(val) [6][3800/6282] eta: 0:02:00 time: 0.0487 data_time: 0.0023 memory: 2308 2022/08/31 08:02:10 - mmengine - INFO - Epoch(val) [6][3820/6282] eta: 0:01:49 time: 0.0446 data_time: 0.0020 memory: 2308 2022/08/31 08:02:11 - mmengine - INFO - Epoch(val) [6][3840/6282] eta: 0:01:45 time: 0.0433 data_time: 0.0026 memory: 2308 2022/08/31 08:02:12 - mmengine - INFO - Epoch(val) [6][3860/6282] eta: 0:01:43 time: 0.0426 data_time: 0.0029 memory: 2308 2022/08/31 08:02:13 - mmengine - INFO - Epoch(val) [6][3880/6282] eta: 0:01:34 time: 0.0393 data_time: 0.0018 memory: 2308 2022/08/31 08:02:14 - mmengine - INFO - Epoch(val) [6][3900/6282] eta: 0:01:27 time: 0.0369 data_time: 0.0024 memory: 2308 2022/08/31 08:02:15 - mmengine - INFO - Epoch(val) [6][3920/6282] eta: 0:02:33 time: 0.0650 data_time: 0.0023 memory: 2308 2022/08/31 08:02:16 - mmengine - INFO - Epoch(val) [6][3940/6282] eta: 0:01:33 time: 0.0398 data_time: 0.0024 memory: 2308 2022/08/31 08:02:17 - mmengine - INFO - Epoch(val) [6][3960/6282] eta: 0:01:45 time: 0.0454 data_time: 0.0020 memory: 2308 2022/08/31 08:02:18 - mmengine - INFO - Epoch(val) [6][3980/6282] eta: 0:01:54 time: 0.0496 data_time: 0.0022 memory: 2308 2022/08/31 08:02:18 - mmengine - INFO - Epoch(val) [6][4000/6282] eta: 0:01:38 time: 0.0432 data_time: 0.0025 memory: 2308 2022/08/31 08:02:19 - mmengine - INFO - Epoch(val) [6][4020/6282] eta: 0:01:36 time: 0.0429 data_time: 0.0022 memory: 2308 2022/08/31 08:02:20 - mmengine - INFO - Epoch(val) [6][4040/6282] eta: 0:01:30 time: 0.0404 data_time: 0.0019 memory: 2348 2022/08/31 08:02:21 - mmengine - INFO - Epoch(val) [6][4060/6282] eta: 0:01:46 time: 0.0478 data_time: 0.0024 memory: 2348 2022/08/31 08:02:22 - mmengine - INFO - Epoch(val) [6][4080/6282] eta: 0:01:43 time: 0.0471 data_time: 0.0029 memory: 2348 2022/08/31 08:02:23 - mmengine - INFO - Epoch(val) [6][4100/6282] eta: 0:01:44 time: 0.0481 data_time: 0.0033 memory: 2348 2022/08/31 08:02:24 - mmengine - INFO - Epoch(val) [6][4120/6282] eta: 0:01:45 time: 0.0486 data_time: 0.0027 memory: 2348 2022/08/31 08:02:25 - mmengine - INFO - Epoch(val) [6][4140/6282] eta: 0:01:37 time: 0.0454 data_time: 0.0029 memory: 2348 2022/08/31 08:02:26 - mmengine - INFO - Epoch(val) [6][4160/6282] eta: 0:01:44 time: 0.0493 data_time: 0.0034 memory: 2279 2022/08/31 08:02:27 - mmengine - INFO - Epoch(val) [6][4180/6282] eta: 0:01:19 time: 0.0376 data_time: 0.0027 memory: 2279 2022/08/31 08:02:27 - mmengine - INFO - Epoch(val) [6][4200/6282] eta: 0:01:29 time: 0.0428 data_time: 0.0025 memory: 2279 2022/08/31 08:02:28 - mmengine - INFO - Epoch(val) [6][4220/6282] eta: 0:01:28 time: 0.0430 data_time: 0.0032 memory: 2279 2022/08/31 08:02:29 - mmengine - INFO - Epoch(val) [6][4240/6282] eta: 0:01:22 time: 0.0404 data_time: 0.0025 memory: 2279 2022/08/31 08:02:30 - mmengine - INFO - Epoch(val) [6][4260/6282] eta: 0:01:22 time: 0.0410 data_time: 0.0022 memory: 2279 2022/08/31 08:02:31 - mmengine - INFO - Epoch(val) [6][4280/6282] eta: 0:01:26 time: 0.0431 data_time: 0.0017 memory: 2279 2022/08/31 08:02:32 - mmengine - INFO - Epoch(val) [6][4300/6282] eta: 0:01:24 time: 0.0428 data_time: 0.0020 memory: 2279 2022/08/31 08:02:33 - mmengine - INFO - Epoch(val) [6][4320/6282] eta: 0:01:28 time: 0.0450 data_time: 0.0029 memory: 2279 2022/08/31 08:02:33 - mmengine - INFO - Epoch(val) [6][4340/6282] eta: 0:01:24 time: 0.0433 data_time: 0.0018 memory: 2279 2022/08/31 08:02:35 - mmengine - INFO - Epoch(val) [6][4360/6282] eta: 0:02:19 time: 0.0728 data_time: 0.0047 memory: 2308 2022/08/31 08:02:36 - mmengine - INFO - Epoch(val) [6][4380/6282] eta: 0:01:18 time: 0.0412 data_time: 0.0019 memory: 2308 2022/08/31 08:02:37 - mmengine - INFO - Epoch(val) [6][4400/6282] eta: 0:01:17 time: 0.0413 data_time: 0.0021 memory: 2308 2022/08/31 08:02:37 - mmengine - INFO - Epoch(val) [6][4420/6282] eta: 0:01:23 time: 0.0448 data_time: 0.0038 memory: 2308 2022/08/31 08:02:38 - mmengine - INFO - Epoch(val) [6][4440/6282] eta: 0:01:19 time: 0.0430 data_time: 0.0025 memory: 2312 2022/08/31 08:02:39 - mmengine - INFO - Epoch(val) [6][4460/6282] eta: 0:01:18 time: 0.0431 data_time: 0.0023 memory: 2312 2022/08/31 08:02:40 - mmengine - INFO - Epoch(val) [6][4480/6282] eta: 0:01:11 time: 0.0397 data_time: 0.0019 memory: 2312 2022/08/31 08:02:41 - mmengine - INFO - Epoch(val) [6][4500/6282] eta: 0:01:12 time: 0.0406 data_time: 0.0024 memory: 2312 2022/08/31 08:02:42 - mmengine - INFO - Epoch(val) [6][4520/6282] eta: 0:01:16 time: 0.0436 data_time: 0.0022 memory: 2312 2022/08/31 08:02:43 - mmengine - INFO - Epoch(val) [6][4540/6282] eta: 0:01:16 time: 0.0437 data_time: 0.0023 memory: 2281 2022/08/31 08:02:43 - mmengine - INFO - Epoch(val) [6][4560/6282] eta: 0:01:14 time: 0.0433 data_time: 0.0022 memory: 2281 2022/08/31 08:02:44 - mmengine - INFO - Epoch(val) [6][4580/6282] eta: 0:01:19 time: 0.0467 data_time: 0.0026 memory: 2281 2022/08/31 08:02:45 - mmengine - INFO - Epoch(val) [6][4600/6282] eta: 0:01:07 time: 0.0401 data_time: 0.0017 memory: 2281 2022/08/31 08:02:46 - mmengine - INFO - Epoch(val) [6][4620/6282] eta: 0:01:23 time: 0.0499 data_time: 0.0032 memory: 2281 2022/08/31 08:02:47 - mmengine - INFO - Epoch(val) [6][4640/6282] eta: 0:01:04 time: 0.0395 data_time: 0.0028 memory: 2312 2022/08/31 08:02:48 - mmengine - INFO - Epoch(val) [6][4660/6282] eta: 0:01:17 time: 0.0476 data_time: 0.0032 memory: 2312 2022/08/31 08:02:49 - mmengine - INFO - Epoch(val) [6][4680/6282] eta: 0:01:16 time: 0.0475 data_time: 0.0022 memory: 2312 2022/08/31 08:02:50 - mmengine - INFO - Epoch(val) [6][4700/6282] eta: 0:01:06 time: 0.0419 data_time: 0.0030 memory: 2312 2022/08/31 08:02:51 - mmengine - INFO - Epoch(val) [6][4720/6282] eta: 0:01:13 time: 0.0467 data_time: 0.0053 memory: 2312 2022/08/31 08:02:52 - mmengine - INFO - Epoch(val) [6][4740/6282] eta: 0:01:03 time: 0.0411 data_time: 0.0023 memory: 2292 2022/08/31 08:02:52 - mmengine - INFO - Epoch(val) [6][4760/6282] eta: 0:01:11 time: 0.0471 data_time: 0.0026 memory: 2292 2022/08/31 08:02:53 - mmengine - INFO - Epoch(val) [6][4780/6282] eta: 0:00:54 time: 0.0363 data_time: 0.0021 memory: 2292 2022/08/31 08:02:55 - mmengine - INFO - Epoch(val) [6][4800/6282] eta: 0:01:48 time: 0.0730 data_time: 0.0041 memory: 2292 2022/08/31 08:02:56 - mmengine - INFO - Epoch(val) [6][4820/6282] eta: 0:00:59 time: 0.0406 data_time: 0.0033 memory: 2308 2022/08/31 08:02:56 - mmengine - INFO - Epoch(val) [6][4840/6282] eta: 0:01:00 time: 0.0421 data_time: 0.0029 memory: 2308 2022/08/31 08:02:57 - mmengine - INFO - Epoch(val) [6][4860/6282] eta: 0:00:57 time: 0.0404 data_time: 0.0034 memory: 2308 2022/08/31 08:02:58 - mmengine - INFO - Epoch(val) [6][4880/6282] eta: 0:00:58 time: 0.0417 data_time: 0.0024 memory: 2308 2022/08/31 08:02:59 - mmengine - INFO - Epoch(val) [6][4900/6282] eta: 0:00:58 time: 0.0421 data_time: 0.0021 memory: 2308 2022/08/31 08:03:00 - mmengine - INFO - Epoch(val) [6][4920/6282] eta: 0:00:50 time: 0.0373 data_time: 0.0028 memory: 2310 2022/08/31 08:03:00 - mmengine - INFO - Epoch(val) [6][4940/6282] eta: 0:00:58 time: 0.0438 data_time: 0.0019 memory: 2310 2022/08/31 08:03:01 - mmengine - INFO - Epoch(val) [6][4960/6282] eta: 0:01:04 time: 0.0486 data_time: 0.0029 memory: 2310 2022/08/31 08:03:02 - mmengine - INFO - Epoch(val) [6][4980/6282] eta: 0:01:00 time: 0.0461 data_time: 0.0025 memory: 2310 2022/08/31 08:03:03 - mmengine - INFO - Epoch(val) [6][5000/6282] eta: 0:00:52 time: 0.0409 data_time: 0.0024 memory: 2310 2022/08/31 08:03:04 - mmengine - INFO - Epoch(val) [6][5020/6282] eta: 0:00:52 time: 0.0419 data_time: 0.0020 memory: 2310 2022/08/31 08:03:05 - mmengine - INFO - Epoch(val) [6][5040/6282] eta: 0:00:50 time: 0.0409 data_time: 0.0027 memory: 2281 2022/08/31 08:03:06 - mmengine - INFO - Epoch(val) [6][5060/6282] eta: 0:01:01 time: 0.0502 data_time: 0.0024 memory: 2281 2022/08/31 08:03:07 - mmengine - INFO - Epoch(val) [6][5080/6282] eta: 0:00:59 time: 0.0492 data_time: 0.0025 memory: 2281 2022/08/31 08:03:08 - mmengine - INFO - Epoch(val) [6][5100/6282] eta: 0:00:48 time: 0.0407 data_time: 0.0019 memory: 2281 2022/08/31 08:03:09 - mmengine - INFO - Epoch(val) [6][5120/6282] eta: 0:00:49 time: 0.0425 data_time: 0.0018 memory: 2281 2022/08/31 08:03:09 - mmengine - INFO - Epoch(val) [6][5140/6282] eta: 0:00:42 time: 0.0372 data_time: 0.0020 memory: 2279 2022/08/31 08:03:10 - mmengine - INFO - Epoch(val) [6][5160/6282] eta: 0:00:50 time: 0.0446 data_time: 0.0020 memory: 2279 2022/08/31 08:03:11 - mmengine - INFO - Epoch(val) [6][5180/6282] eta: 0:00:49 time: 0.0445 data_time: 0.0018 memory: 2279 2022/08/31 08:03:12 - mmengine - INFO - Epoch(val) [6][5200/6282] eta: 0:00:46 time: 0.0431 data_time: 0.0021 memory: 2279 2022/08/31 08:03:13 - mmengine - INFO - Epoch(val) [6][5220/6282] eta: 0:00:42 time: 0.0404 data_time: 0.0025 memory: 2279 2022/08/31 08:03:14 - mmengine - INFO - Epoch(val) [6][5240/6282] eta: 0:00:55 time: 0.0534 data_time: 0.0030 memory: 2282 2022/08/31 08:03:15 - mmengine - INFO - Epoch(val) [6][5260/6282] eta: 0:01:14 time: 0.0732 data_time: 0.0034 memory: 2279 2022/08/31 08:03:16 - mmengine - INFO - Epoch(val) [6][5280/6282] eta: 0:00:48 time: 0.0484 data_time: 0.0020 memory: 2279 2022/08/31 08:03:17 - mmengine - INFO - Epoch(val) [6][5300/6282] eta: 0:00:46 time: 0.0475 data_time: 0.0033 memory: 2279 2022/08/31 08:03:18 - mmengine - INFO - Epoch(val) [6][5320/6282] eta: 0:00:43 time: 0.0449 data_time: 0.0021 memory: 2279 2022/08/31 08:03:19 - mmengine - INFO - Epoch(val) [6][5340/6282] eta: 0:00:40 time: 0.0432 data_time: 0.0020 memory: 2279 2022/08/31 08:03:20 - mmengine - INFO - Epoch(val) [6][5360/6282] eta: 0:00:36 time: 0.0393 data_time: 0.0025 memory: 2279 2022/08/31 08:03:21 - mmengine - INFO - Epoch(val) [6][5380/6282] eta: 0:00:50 time: 0.0556 data_time: 0.0026 memory: 2279 2022/08/31 08:03:22 - mmengine - INFO - Epoch(val) [6][5400/6282] eta: 0:00:36 time: 0.0413 data_time: 0.0023 memory: 2279 2022/08/31 08:03:23 - mmengine - INFO - Epoch(val) [6][5420/6282] eta: 0:00:36 time: 0.0425 data_time: 0.0031 memory: 2279 2022/08/31 08:03:23 - mmengine - INFO - Epoch(val) [6][5440/6282] eta: 0:00:34 time: 0.0405 data_time: 0.0026 memory: 2279 2022/08/31 08:03:24 - mmengine - INFO - Epoch(val) [6][5460/6282] eta: 0:00:33 time: 0.0414 data_time: 0.0026 memory: 2279 2022/08/31 08:03:25 - mmengine - INFO - Epoch(val) [6][5480/6282] eta: 0:00:30 time: 0.0380 data_time: 0.0026 memory: 2279 2022/08/31 08:03:26 - mmengine - INFO - Epoch(val) [6][5500/6282] eta: 0:00:30 time: 0.0389 data_time: 0.0022 memory: 2279 2022/08/31 08:03:27 - mmengine - INFO - Epoch(val) [6][5520/6282] eta: 0:00:35 time: 0.0461 data_time: 0.0019 memory: 2289 2022/08/31 08:03:28 - mmengine - INFO - Epoch(val) [6][5540/6282] eta: 0:00:35 time: 0.0476 data_time: 0.0032 memory: 2289 2022/08/31 08:03:29 - mmengine - INFO - Epoch(val) [6][5560/6282] eta: 0:00:31 time: 0.0439 data_time: 0.0026 memory: 2289 2022/08/31 08:03:29 - mmengine - INFO - Epoch(val) [6][5580/6282] eta: 0:00:29 time: 0.0419 data_time: 0.0029 memory: 2289 2022/08/31 08:03:30 - mmengine - INFO - Epoch(val) [6][5600/6282] eta: 0:00:28 time: 0.0424 data_time: 0.0021 memory: 2289 2022/08/31 08:03:31 - mmengine - INFO - Epoch(val) [6][5620/6282] eta: 0:00:26 time: 0.0398 data_time: 0.0022 memory: 2289 2022/08/31 08:03:32 - mmengine - INFO - Epoch(val) [6][5640/6282] eta: 0:00:27 time: 0.0423 data_time: 0.0036 memory: 2279 2022/08/31 08:03:33 - mmengine - INFO - Epoch(val) [6][5660/6282] eta: 0:00:24 time: 0.0400 data_time: 0.0022 memory: 2279 2022/08/31 08:03:34 - mmengine - INFO - Epoch(val) [6][5680/6282] eta: 0:00:24 time: 0.0407 data_time: 0.0023 memory: 2279 2022/08/31 08:03:35 - mmengine - INFO - Epoch(val) [6][5700/6282] eta: 0:00:38 time: 0.0664 data_time: 0.0029 memory: 2279 2022/08/31 08:03:36 - mmengine - INFO - Epoch(val) [6][5720/6282] eta: 0:00:22 time: 0.0408 data_time: 0.0032 memory: 2296 2022/08/31 08:03:36 - mmengine - INFO - Epoch(val) [6][5740/6282] eta: 0:00:21 time: 0.0404 data_time: 0.0021 memory: 2296 2022/08/31 08:03:37 - mmengine - INFO - Epoch(val) [6][5760/6282] eta: 0:00:23 time: 0.0458 data_time: 0.0020 memory: 2296 2022/08/31 08:03:38 - mmengine - INFO - Epoch(val) [6][5780/6282] eta: 0:00:26 time: 0.0519 data_time: 0.0032 memory: 2296 2022/08/31 08:03:39 - mmengine - INFO - Epoch(val) [6][5800/6282] eta: 0:00:20 time: 0.0429 data_time: 0.0025 memory: 2296 2022/08/31 08:03:40 - mmengine - INFO - Epoch(val) [6][5820/6282] eta: 0:00:20 time: 0.0439 data_time: 0.0029 memory: 2296 2022/08/31 08:03:41 - mmengine - INFO - Epoch(val) [6][5840/6282] eta: 0:00:20 time: 0.0457 data_time: 0.0026 memory: 2289 2022/08/31 08:03:42 - mmengine - INFO - Epoch(val) [6][5860/6282] eta: 0:00:17 time: 0.0409 data_time: 0.0020 memory: 2289 2022/08/31 08:03:43 - mmengine - INFO - Epoch(val) [6][5880/6282] eta: 0:00:17 time: 0.0433 data_time: 0.0023 memory: 2289 2022/08/31 08:03:44 - mmengine - INFO - Epoch(val) [6][5900/6282] eta: 0:00:16 time: 0.0420 data_time: 0.0024 memory: 2289 2022/08/31 08:03:45 - mmengine - INFO - Epoch(val) [6][5920/6282] eta: 0:00:15 time: 0.0438 data_time: 0.0027 memory: 2289 2022/08/31 08:03:45 - mmengine - INFO - Epoch(val) [6][5940/6282] eta: 0:00:13 time: 0.0396 data_time: 0.0033 memory: 2279 2022/08/31 08:03:46 - mmengine - INFO - Epoch(val) [6][5960/6282] eta: 0:00:12 time: 0.0388 data_time: 0.0024 memory: 2279 2022/08/31 08:03:47 - mmengine - INFO - Epoch(val) [6][5980/6282] eta: 0:00:11 time: 0.0389 data_time: 0.0026 memory: 2279 2022/08/31 08:03:48 - mmengine - INFO - Epoch(val) [6][6000/6282] eta: 0:00:11 time: 0.0408 data_time: 0.0020 memory: 2308 2022/08/31 08:03:49 - mmengine - INFO - Epoch(val) [6][6020/6282] eta: 0:00:10 time: 0.0415 data_time: 0.0024 memory: 2308 2022/08/31 08:03:49 - mmengine - INFO - Epoch(val) [6][6040/6282] eta: 0:00:10 time: 0.0417 data_time: 0.0030 memory: 2308 2022/08/31 08:03:50 - mmengine - INFO - Epoch(val) [6][6060/6282] eta: 0:00:09 time: 0.0439 data_time: 0.0031 memory: 2308 2022/08/31 08:03:51 - mmengine - INFO - Epoch(val) [6][6080/6282] eta: 0:00:08 time: 0.0430 data_time: 0.0018 memory: 2308 2022/08/31 08:03:52 - mmengine - INFO - Epoch(val) [6][6100/6282] eta: 0:00:07 time: 0.0414 data_time: 0.0022 memory: 2308 2022/08/31 08:03:53 - mmengine - INFO - Epoch(val) [6][6120/6282] eta: 0:00:07 time: 0.0464 data_time: 0.0027 memory: 2308 2022/08/31 08:03:54 - mmengine - INFO - Epoch(val) [6][6140/6282] eta: 0:00:08 time: 0.0566 data_time: 0.0021 memory: 2308 2022/08/31 08:03:55 - mmengine - INFO - Epoch(val) [6][6160/6282] eta: 0:00:08 time: 0.0680 data_time: 0.0017 memory: 2308 2022/08/31 08:03:56 - mmengine - INFO - Epoch(val) [6][6180/6282] eta: 0:00:03 time: 0.0349 data_time: 0.0017 memory: 2308 2022/08/31 08:03:57 - mmengine - INFO - Epoch(val) [6][6200/6282] eta: 0:00:02 time: 0.0294 data_time: 0.0014 memory: 2308 2022/08/31 08:03:57 - mmengine - INFO - Epoch(val) [6][6220/6282] eta: 0:00:01 time: 0.0302 data_time: 0.0014 memory: 2308 2022/08/31 08:03:58 - mmengine - INFO - Epoch(val) [6][6240/6282] eta: 0:00:01 time: 0.0284 data_time: 0.0013 memory: 2308 2022/08/31 08:03:58 - mmengine - INFO - Epoch(val) [6][6260/6282] eta: 0:00:00 time: 0.0275 data_time: 0.0013 memory: 2308 2022/08/31 08:03:59 - mmengine - INFO - Epoch(val) [6][6280/6282] eta: 0:00:00 time: 0.0341 data_time: 0.0012 memory: 2308 2022/08/31 08:09:25 - mmengine - INFO - Epoch(val) [6][6282/6282] mAP/mAP@0.5IOU: 0.2324 2022/08/31 08:09:25 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_6.pth is removed 2022/08/31 08:09:29 - mmengine - INFO - The best checkpoint with 0.2324 mAP/mAP@0.5IOU at 7 epoch is saved to best_mAP/mAP@0.5IOU_epoch_7.pth. 2022/08/31 08:09:39 - mmengine - INFO - Epoch(train) [7][20/1921] lr: 1.5000e-01 eta: 3:53:21 time: 0.5329 data_time: 0.0333 memory: 8568 grad_norm: 0.0867 recall@thr=0.5: 0.6747 prec@thr=0.5: 0.7796 recall@top3: 0.8038 prec@top3: 0.6344 recall@top5: 0.9516 prec@top5: 0.4645 loss_action_cls: 0.0375 loss: 0.0375 2022/08/31 08:09:50 - mmengine - INFO - Epoch(train) [7][40/1921] lr: 1.5000e-01 eta: 3:53:12 time: 0.5452 data_time: 0.0197 memory: 8559 grad_norm: 0.0838 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.7135 recall@top3: 0.7812 prec@top3: 0.6354 recall@top5: 0.8750 prec@top5: 0.4250 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 08:10:00 - mmengine - INFO - Epoch(train) [7][60/1921] lr: 1.5000e-01 eta: 3:53:01 time: 0.5083 data_time: 0.0172 memory: 8526 grad_norm: 0.0910 recall@thr=0.5: 0.5860 prec@thr=0.5: 0.7796 recall@top3: 0.7930 prec@top3: 0.6344 recall@top5: 0.9919 prec@top5: 0.4710 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 08:10:11 - mmengine - INFO - Epoch(train) [7][80/1921] lr: 1.5000e-01 eta: 3:52:52 time: 0.5439 data_time: 0.0199 memory: 8534 grad_norm: 0.0846 recall@thr=0.5: 0.8158 prec@thr=0.5: 0.8246 recall@top3: 0.8794 prec@top3: 0.6930 recall@top5: 0.9737 prec@top5: 0.4737 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 08:10:21 - mmengine - INFO - Epoch(train) [7][100/1921] lr: 1.5000e-01 eta: 3:52:41 time: 0.5046 data_time: 0.0179 memory: 8552 grad_norm: 0.0812 recall@thr=0.5: 0.6056 prec@thr=0.5: 0.6944 recall@top3: 0.8250 prec@top3: 0.6222 recall@top5: 1.0000 prec@top5: 0.4667 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 08:10:32 - mmengine - INFO - Epoch(train) [7][120/1921] lr: 1.5000e-01 eta: 3:52:30 time: 0.5199 data_time: 0.0188 memory: 8500 grad_norm: 0.0911 recall@thr=0.5: 0.5035 prec@thr=0.5: 0.5208 recall@top3: 0.7326 prec@top3: 0.5139 recall@top5: 0.9236 prec@top5: 0.4083 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 08:10:42 - mmengine - INFO - Epoch(train) [7][140/1921] lr: 1.5000e-01 eta: 3:52:19 time: 0.5119 data_time: 0.0178 memory: 8559 grad_norm: 0.0847 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8333 recall@top3: 0.8039 prec@top3: 0.7255 recall@top5: 0.9216 prec@top5: 0.5176 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 08:10:53 - mmengine - INFO - Epoch(train) [7][160/1921] lr: 1.5000e-01 eta: 3:52:09 time: 0.5291 data_time: 0.0177 memory: 8577 grad_norm: 0.0874 recall@thr=0.5: 0.7048 prec@thr=0.5: 0.7333 recall@top3: 0.8667 prec@top3: 0.6667 recall@top5: 0.9690 prec@top5: 0.4629 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 08:11:02 - mmengine - INFO - Epoch(train) [7][180/1921] lr: 1.5000e-01 eta: 3:51:58 time: 0.4961 data_time: 0.0178 memory: 8526 grad_norm: 0.0887 recall@thr=0.5: 0.6650 prec@thr=0.5: 0.7692 recall@top3: 0.7175 prec@top3: 0.6239 recall@top5: 0.8551 prec@top5: 0.4564 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 08:11:13 - mmengine - INFO - Epoch(train) [7][200/1921] lr: 1.5000e-01 eta: 3:51:47 time: 0.5218 data_time: 0.0176 memory: 8517 grad_norm: 0.0875 recall@thr=0.5: 0.7767 prec@thr=0.5: 0.7978 recall@top3: 0.7911 prec@top3: 0.6778 recall@top5: 0.9556 prec@top5: 0.5333 loss_action_cls: 0.0399 loss: 0.0399 2022/08/31 08:11:23 - mmengine - INFO - Epoch(train) [7][220/1921] lr: 1.5000e-01 eta: 3:51:36 time: 0.5043 data_time: 0.0179 memory: 8705 grad_norm: 0.0862 recall@thr=0.5: 0.6975 prec@thr=0.5: 0.6936 recall@top3: 0.8809 prec@top3: 0.6765 recall@top5: 0.9426 prec@top5: 0.4529 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 08:11:33 - mmengine - INFO - Epoch(train) [7][240/1921] lr: 1.5000e-01 eta: 3:51:26 time: 0.5218 data_time: 0.0203 memory: 8508 grad_norm: 0.0807 recall@thr=0.5: 0.6726 prec@thr=0.5: 0.7214 recall@top3: 0.7460 prec@top3: 0.5635 recall@top5: 0.9167 prec@top5: 0.4381 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 08:11:44 - mmengine - INFO - Epoch(train) [7][260/1921] lr: 1.5000e-01 eta: 3:51:16 time: 0.5412 data_time: 0.0342 memory: 8559 grad_norm: 0.0848 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.8148 recall@top3: 0.8272 prec@top3: 0.7284 recall@top5: 0.9568 prec@top5: 0.5111 loss_action_cls: 0.0387 loss: 0.0387 2022/08/31 08:11:55 - mmengine - INFO - Epoch(train) [7][280/1921] lr: 1.5000e-01 eta: 3:51:06 time: 0.5170 data_time: 0.0155 memory: 8534 grad_norm: 0.0895 recall@thr=0.5: 0.7849 prec@thr=0.5: 0.8437 recall@top3: 0.8292 prec@top3: 0.6667 recall@top5: 0.9250 prec@top5: 0.4500 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 08:12:05 - mmengine - INFO - Epoch(train) [7][300/1921] lr: 1.5000e-01 eta: 3:50:54 time: 0.5002 data_time: 0.0188 memory: 8534 grad_norm: 0.0907 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6923 recall@top3: 0.7585 prec@top3: 0.6496 recall@top5: 0.8868 prec@top5: 0.4564 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 08:12:15 - mmengine - INFO - Epoch(train) [7][320/1921] lr: 1.5000e-01 eta: 3:50:44 time: 0.5303 data_time: 0.0130 memory: 8517 grad_norm: 0.0850 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6810 recall@top3: 0.7357 prec@top3: 0.6286 recall@top5: 0.9143 prec@top5: 0.4743 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 08:12:25 - mmengine - INFO - Epoch(train) [7][340/1921] lr: 1.5000e-01 eta: 3:50:33 time: 0.5046 data_time: 0.0184 memory: 8517 grad_norm: 0.0833 recall@thr=0.5: 0.8667 prec@thr=0.5: 0.8687 recall@top3: 0.8733 prec@top3: 0.8133 recall@top5: 0.9900 prec@top5: 0.5680 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 08:12:36 - mmengine - INFO - Epoch(train) [7][360/1921] lr: 1.5000e-01 eta: 3:50:23 time: 0.5252 data_time: 0.0180 memory: 8568 grad_norm: 0.0897 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8070 recall@top3: 0.8750 prec@top3: 0.7105 recall@top5: 0.9737 prec@top5: 0.4842 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 08:12:46 - mmengine - INFO - Epoch(train) [7][380/1921] lr: 1.5000e-01 eta: 3:50:13 time: 0.5298 data_time: 0.0214 memory: 8474 grad_norm: 0.0818 recall@thr=0.5: 0.6142 prec@thr=0.5: 0.6821 recall@top3: 0.6512 prec@top3: 0.5432 recall@top5: 0.8457 prec@top5: 0.4074 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 08:12:56 - mmengine - INFO - Epoch(train) [7][400/1921] lr: 1.5000e-01 eta: 3:50:01 time: 0.4999 data_time: 0.0156 memory: 8542 grad_norm: 0.0893 recall@thr=0.5: 0.5911 prec@thr=0.5: 0.8177 recall@top3: 0.8333 prec@top3: 0.7083 recall@top5: 0.9688 prec@top5: 0.5125 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 08:13:07 - mmengine - INFO - Epoch(train) [7][420/1921] lr: 1.5000e-01 eta: 3:49:51 time: 0.5226 data_time: 0.0203 memory: 8620 grad_norm: 0.0880 recall@thr=0.5: 0.6925 prec@thr=0.5: 0.7787 recall@top3: 0.8017 prec@top3: 0.7816 recall@top5: 0.9655 prec@top5: 0.5655 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 08:13:17 - mmengine - INFO - Epoch(train) [7][440/1921] lr: 1.5000e-01 eta: 3:49:41 time: 0.5170 data_time: 0.0167 memory: 8500 grad_norm: 0.0840 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6767 recall@top3: 0.7300 prec@top3: 0.5333 recall@top5: 0.8900 prec@top5: 0.4080 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 08:13:27 - mmengine - INFO - Epoch(train) [7][460/1921] lr: 1.5000e-01 eta: 3:49:30 time: 0.5135 data_time: 0.0235 memory: 8645 grad_norm: 0.0891 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.8389 recall@top3: 0.8111 prec@top3: 0.6667 recall@top5: 0.9444 prec@top5: 0.4733 loss_action_cls: 0.0390 loss: 0.0390 2022/08/31 08:13:35 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 08:13:38 - mmengine - INFO - Epoch(train) [7][480/1921] lr: 1.5000e-01 eta: 3:49:19 time: 0.5114 data_time: 0.0159 memory: 8517 grad_norm: 0.0908 recall@thr=0.5: 0.6559 prec@thr=0.5: 0.6048 recall@top3: 0.7231 prec@top3: 0.5269 recall@top5: 0.9355 prec@top5: 0.4323 loss_action_cls: 0.0407 loss: 0.0407 2022/08/31 08:13:48 - mmengine - INFO - Epoch(train) [7][500/1921] lr: 1.5000e-01 eta: 3:49:08 time: 0.5171 data_time: 0.0216 memory: 8491 grad_norm: 0.0891 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6812 recall@top3: 0.7355 prec@top3: 0.5942 recall@top5: 0.8986 prec@top5: 0.4348 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 08:13:59 - mmengine - INFO - Epoch(train) [7][520/1921] lr: 1.5000e-01 eta: 3:49:00 time: 0.5650 data_time: 0.0164 memory: 8542 grad_norm: 0.0891 recall@thr=0.5: 0.6080 prec@thr=0.5: 0.7630 recall@top3: 0.8117 prec@top3: 0.6543 recall@top5: 0.9753 prec@top5: 0.4815 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 08:14:10 - mmengine - INFO - Epoch(train) [7][540/1921] lr: 1.5000e-01 eta: 3:48:49 time: 0.5148 data_time: 0.0179 memory: 8526 grad_norm: 0.0846 recall@thr=0.5: 0.5531 prec@thr=0.5: 0.6458 recall@top3: 0.7479 prec@top3: 0.6146 recall@top5: 0.9000 prec@top5: 0.4562 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 08:14:20 - mmengine - INFO - Epoch(train) [7][560/1921] lr: 1.5000e-01 eta: 3:48:38 time: 0.5054 data_time: 0.0209 memory: 8508 grad_norm: 0.0905 recall@thr=0.5: 0.7615 prec@thr=0.5: 0.7874 recall@top3: 0.8391 prec@top3: 0.6322 recall@top5: 0.9339 prec@top5: 0.4345 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 08:14:30 - mmengine - INFO - Epoch(train) [7][580/1921] lr: 1.5000e-01 eta: 3:48:28 time: 0.5188 data_time: 0.0171 memory: 8689 grad_norm: 0.0900 recall@thr=0.5: 0.7539 prec@thr=0.5: 0.9057 recall@top3: 0.8145 prec@top3: 0.7895 recall@top5: 0.9325 prec@top5: 0.5579 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 08:14:41 - mmengine - INFO - Epoch(train) [7][600/1921] lr: 1.5000e-01 eta: 3:48:17 time: 0.5217 data_time: 0.0191 memory: 8594 grad_norm: 0.0840 recall@thr=0.5: 0.6839 prec@thr=0.5: 0.7701 recall@top3: 0.9080 prec@top3: 0.7471 recall@top5: 1.0000 prec@top5: 0.4966 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 08:14:51 - mmengine - INFO - Epoch(train) [7][620/1921] lr: 1.5000e-01 eta: 3:48:06 time: 0.5097 data_time: 0.0160 memory: 8552 grad_norm: 0.0836 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8868 recall@top3: 0.8632 prec@top3: 0.7863 recall@top5: 0.9786 prec@top5: 0.5487 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 08:15:01 - mmengine - INFO - Epoch(train) [7][640/1921] lr: 1.5000e-01 eta: 3:47:56 time: 0.5196 data_time: 0.0203 memory: 8508 grad_norm: 0.0894 recall@thr=0.5: 0.6663 prec@thr=0.5: 0.6171 recall@top3: 0.7742 prec@top3: 0.6429 recall@top5: 0.9008 prec@top5: 0.4619 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 08:15:12 - mmengine - INFO - Epoch(train) [7][660/1921] lr: 1.5000e-01 eta: 3:47:45 time: 0.5191 data_time: 0.0185 memory: 8602 grad_norm: 0.0865 recall@thr=0.5: 0.7876 prec@thr=0.5: 0.7661 recall@top3: 0.8387 prec@top3: 0.6237 recall@top5: 0.9677 prec@top5: 0.4516 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 08:15:22 - mmengine - INFO - Epoch(train) [7][680/1921] lr: 1.5000e-01 eta: 3:47:34 time: 0.5000 data_time: 0.0199 memory: 8517 grad_norm: 0.0868 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.8375 recall@top3: 0.8479 prec@top3: 0.7250 recall@top5: 0.9792 prec@top5: 0.5250 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 08:15:32 - mmengine - INFO - Epoch(train) [7][700/1921] lr: 1.5000e-01 eta: 3:47:24 time: 0.5328 data_time: 0.0133 memory: 8465 grad_norm: 0.0844 recall@thr=0.5: 0.7064 prec@thr=0.5: 0.8265 recall@top3: 0.7941 prec@top3: 0.7451 recall@top5: 0.9515 prec@top5: 0.5529 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 08:15:43 - mmengine - INFO - Epoch(train) [7][720/1921] lr: 1.5000e-01 eta: 3:47:14 time: 0.5251 data_time: 0.0245 memory: 8542 grad_norm: 0.0933 recall@thr=0.5: 0.7454 prec@thr=0.5: 0.8565 recall@top3: 0.8426 prec@top3: 0.6574 recall@top5: 0.9306 prec@top5: 0.4444 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 08:15:53 - mmengine - INFO - Epoch(train) [7][740/1921] lr: 1.5000e-01 eta: 3:47:03 time: 0.5083 data_time: 0.0163 memory: 8542 grad_norm: 0.0870 recall@thr=0.5: 0.7868 prec@thr=0.5: 0.8640 recall@top3: 0.8561 prec@top3: 0.7719 recall@top5: 0.9860 prec@top5: 0.5526 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 08:16:04 - mmengine - INFO - Epoch(train) [7][760/1921] lr: 1.5000e-01 eta: 3:46:53 time: 0.5434 data_time: 0.0188 memory: 8568 grad_norm: 0.0858 recall@thr=0.5: 0.6952 prec@thr=0.5: 0.7124 recall@top3: 0.8429 prec@top3: 0.6286 recall@top5: 0.9714 prec@top5: 0.4514 loss_action_cls: 0.0399 loss: 0.0399 2022/08/31 08:16:14 - mmengine - INFO - Epoch(train) [7][780/1921] lr: 1.5000e-01 eta: 3:46:43 time: 0.5135 data_time: 0.0146 memory: 8637 grad_norm: 0.0868 recall@thr=0.5: 0.6411 prec@thr=0.5: 0.7560 recall@top3: 0.7256 prec@top3: 0.6667 recall@top5: 0.9202 prec@top5: 0.5214 loss_action_cls: 0.0376 loss: 0.0376 2022/08/31 08:16:24 - mmengine - INFO - Epoch(train) [7][800/1921] lr: 1.5000e-01 eta: 3:46:32 time: 0.5101 data_time: 0.0201 memory: 8517 grad_norm: 0.0900 recall@thr=0.5: 0.7551 prec@thr=0.5: 0.7626 recall@top3: 0.8662 prec@top3: 0.6667 recall@top5: 0.9141 prec@top5: 0.4303 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 08:16:35 - mmengine - INFO - Epoch(train) [7][820/1921] lr: 1.5000e-01 eta: 3:46:22 time: 0.5259 data_time: 0.0163 memory: 8526 grad_norm: 0.0857 recall@thr=0.5: 0.7429 prec@thr=0.5: 0.8024 recall@top3: 0.8714 prec@top3: 0.7429 recall@top5: 0.9524 prec@top5: 0.5029 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 08:16:45 - mmengine - INFO - Epoch(train) [7][840/1921] lr: 1.5000e-01 eta: 3:46:11 time: 0.5145 data_time: 0.0233 memory: 8500 grad_norm: 0.0871 recall@thr=0.5: 0.7132 prec@thr=0.5: 0.7515 recall@top3: 0.7819 prec@top3: 0.6373 recall@top5: 0.9265 prec@top5: 0.4647 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 08:16:56 - mmengine - INFO - Epoch(train) [7][860/1921] lr: 1.5000e-01 eta: 3:46:01 time: 0.5388 data_time: 0.0151 memory: 8542 grad_norm: 0.0848 recall@thr=0.5: 0.5722 prec@thr=0.5: 0.6667 recall@top3: 0.7083 prec@top3: 0.6000 recall@top5: 0.8500 prec@top5: 0.4400 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 08:17:06 - mmengine - INFO - Epoch(train) [7][880/1921] lr: 1.5000e-01 eta: 3:45:51 time: 0.5150 data_time: 0.0203 memory: 8500 grad_norm: 0.0834 recall@thr=0.5: 0.9074 prec@thr=0.5: 0.8611 recall@top3: 0.9272 prec@top3: 0.6420 recall@top5: 1.0000 prec@top5: 0.4370 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 08:17:17 - mmengine - INFO - Epoch(train) [7][900/1921] lr: 1.5000e-01 eta: 3:45:40 time: 0.5226 data_time: 0.0179 memory: 8526 grad_norm: 0.0821 recall@thr=0.5: 0.6870 prec@thr=0.5: 0.7561 recall@top3: 0.8171 prec@top3: 0.5935 recall@top5: 0.9512 prec@top5: 0.4098 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 08:17:27 - mmengine - INFO - Epoch(train) [7][920/1921] lr: 1.5000e-01 eta: 3:45:30 time: 0.5175 data_time: 0.0188 memory: 8542 grad_norm: 0.0966 recall@thr=0.5: 0.7286 prec@thr=0.5: 0.7500 recall@top3: 0.7226 prec@top3: 0.6190 recall@top5: 0.9325 prec@top5: 0.4857 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 08:17:37 - mmengine - INFO - Epoch(train) [7][940/1921] lr: 1.5000e-01 eta: 3:45:19 time: 0.5040 data_time: 0.0194 memory: 8568 grad_norm: 0.0820 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.8133 recall@top3: 0.8333 prec@top3: 0.6267 recall@top5: 0.9733 prec@top5: 0.4400 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 08:17:47 - mmengine - INFO - Epoch(train) [7][960/1921] lr: 1.5000e-01 eta: 3:45:07 time: 0.4987 data_time: 0.0179 memory: 8542 grad_norm: 0.0862 recall@thr=0.5: 0.7429 prec@thr=0.5: 0.8298 recall@top3: 0.8245 prec@top3: 0.6667 recall@top5: 0.9699 prec@top5: 0.4894 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 08:17:57 - mmengine - INFO - Epoch(train) [7][980/1921] lr: 1.5000e-01 eta: 3:44:57 time: 0.5211 data_time: 0.0165 memory: 8568 grad_norm: 0.0876 recall@thr=0.5: 0.6870 prec@thr=0.5: 0.7029 recall@top3: 0.7478 prec@top3: 0.6449 recall@top5: 0.8772 prec@top5: 0.4609 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 08:18:08 - mmengine - INFO - Epoch(train) [7][1000/1921] lr: 1.5000e-01 eta: 3:44:46 time: 0.5183 data_time: 0.0175 memory: 8491 grad_norm: 0.0854 recall@thr=0.5: 0.6056 prec@thr=0.5: 0.7167 recall@top3: 0.7083 prec@top3: 0.6222 recall@top5: 0.9250 prec@top5: 0.4933 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 08:18:18 - mmengine - INFO - Epoch(train) [7][1020/1921] lr: 1.5000e-01 eta: 3:44:36 time: 0.5190 data_time: 0.0190 memory: 8482 grad_norm: 0.0863 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.8925 recall@top3: 0.8403 prec@top3: 0.6452 recall@top5: 0.9333 prec@top5: 0.4645 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 08:18:29 - mmengine - INFO - Epoch(train) [7][1040/1921] lr: 1.5000e-01 eta: 3:44:26 time: 0.5275 data_time: 0.0179 memory: 8559 grad_norm: 0.0901 recall@thr=0.5: 0.7563 prec@thr=0.5: 0.8208 recall@top3: 0.8125 prec@top3: 0.7000 recall@top5: 0.9708 prec@top5: 0.4950 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 08:18:39 - mmengine - INFO - Epoch(train) [7][1060/1921] lr: 1.5000e-01 eta: 3:44:15 time: 0.5185 data_time: 0.0219 memory: 8474 grad_norm: 0.0841 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.8102 recall@top3: 0.8241 prec@top3: 0.7407 recall@top5: 0.9236 prec@top5: 0.4889 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 08:18:50 - mmengine - INFO - Epoch(train) [7][1080/1921] lr: 1.5000e-01 eta: 3:44:05 time: 0.5383 data_time: 0.0206 memory: 8585 grad_norm: 0.0877 recall@thr=0.5: 0.7874 prec@thr=0.5: 0.8851 recall@top3: 0.8621 prec@top3: 0.7356 recall@top5: 0.9310 prec@top5: 0.4828 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 08:19:00 - mmengine - INFO - Epoch(train) [7][1100/1921] lr: 1.5000e-01 eta: 3:43:55 time: 0.5267 data_time: 0.0195 memory: 8594 grad_norm: 0.0884 recall@thr=0.5: 0.8614 prec@thr=0.5: 0.7851 recall@top3: 0.8614 prec@top3: 0.7018 recall@top5: 0.9715 prec@top5: 0.5053 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 08:19:11 - mmengine - INFO - Epoch(train) [7][1120/1921] lr: 1.5000e-01 eta: 3:43:45 time: 0.5129 data_time: 0.0170 memory: 8612 grad_norm: 0.0848 recall@thr=0.5: 0.6644 prec@thr=0.5: 0.7731 recall@top3: 0.8125 prec@top3: 0.7685 recall@top5: 0.9583 prec@top5: 0.5556 loss_action_cls: 0.0375 loss: 0.0375 2022/08/31 08:19:21 - mmengine - INFO - Epoch(train) [7][1140/1921] lr: 1.5000e-01 eta: 3:43:34 time: 0.5164 data_time: 0.0211 memory: 8542 grad_norm: 0.0841 recall@thr=0.5: 0.7755 prec@thr=0.5: 0.8358 recall@top3: 0.8157 prec@top3: 0.6471 recall@top5: 0.9809 prec@top5: 0.4882 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 08:19:31 - mmengine - INFO - Epoch(train) [7][1160/1921] lr: 1.5000e-01 eta: 3:43:24 time: 0.5270 data_time: 0.0188 memory: 8559 grad_norm: 0.0817 recall@thr=0.5: 0.7641 prec@thr=0.5: 0.8182 recall@top3: 0.8015 prec@top3: 0.6869 recall@top5: 0.9596 prec@top5: 0.5091 loss_action_cls: 0.0389 loss: 0.0389 2022/08/31 08:19:42 - mmengine - INFO - Epoch(train) [7][1180/1921] lr: 1.5000e-01 eta: 3:43:13 time: 0.5031 data_time: 0.0199 memory: 8612 grad_norm: 0.0835 recall@thr=0.5: 0.7470 prec@thr=0.5: 0.7976 recall@top3: 0.8661 prec@top3: 0.5952 recall@top5: 0.9405 prec@top5: 0.3929 loss_action_cls: 0.0367 loss: 0.0367 2022/08/31 08:19:52 - mmengine - INFO - Epoch(train) [7][1200/1921] lr: 1.5000e-01 eta: 3:43:02 time: 0.5131 data_time: 0.0165 memory: 8508 grad_norm: 0.0852 recall@thr=0.5: 0.6996 prec@thr=0.5: 0.8705 recall@top3: 0.7962 prec@top3: 0.6970 recall@top5: 0.9019 prec@top5: 0.4864 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 08:20:03 - mmengine - INFO - Epoch(train) [7][1220/1921] lr: 1.5000e-01 eta: 3:42:52 time: 0.5397 data_time: 0.0184 memory: 8552 grad_norm: 0.0914 recall@thr=0.5: 0.7644 prec@thr=0.5: 0.6724 recall@top3: 0.9023 prec@top3: 0.5287 recall@top5: 0.9310 prec@top5: 0.3310 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 08:20:12 - mmengine - INFO - Epoch(train) [7][1240/1921] lr: 1.5000e-01 eta: 3:42:41 time: 0.4921 data_time: 0.0175 memory: 8542 grad_norm: 0.0816 recall@thr=0.5: 0.7018 prec@thr=0.5: 0.7456 recall@top3: 0.7697 prec@top3: 0.5702 recall@top5: 0.9211 prec@top5: 0.4158 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 08:20:23 - mmengine - INFO - Epoch(train) [7][1260/1921] lr: 1.5000e-01 eta: 3:42:31 time: 0.5320 data_time: 0.0177 memory: 8517 grad_norm: 0.0834 recall@thr=0.5: 0.8590 prec@thr=0.5: 0.7917 recall@top3: 0.9359 prec@top3: 0.6410 recall@top5: 1.0000 prec@top5: 0.4231 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 08:20:33 - mmengine - INFO - Epoch(train) [7][1280/1921] lr: 1.5000e-01 eta: 3:42:20 time: 0.5145 data_time: 0.0191 memory: 8500 grad_norm: 0.0853 recall@thr=0.5: 0.6605 prec@thr=0.5: 0.8325 recall@top3: 0.7377 prec@top3: 0.6754 recall@top5: 0.8925 prec@top5: 0.4947 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 08:20:43 - mmengine - INFO - Epoch(train) [7][1300/1921] lr: 1.5000e-01 eta: 3:42:09 time: 0.4987 data_time: 0.0207 memory: 8542 grad_norm: 0.0881 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.8109 recall@top3: 0.8686 prec@top3: 0.6795 recall@top5: 0.9295 prec@top5: 0.4538 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 08:20:54 - mmengine - INFO - Epoch(train) [7][1320/1921] lr: 1.5000e-01 eta: 3:41:58 time: 0.5155 data_time: 0.0184 memory: 8491 grad_norm: 0.0827 recall@thr=0.5: 0.8690 prec@thr=0.5: 0.9375 recall@top3: 0.8780 prec@top3: 0.7857 recall@top5: 0.9524 prec@top5: 0.5214 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 08:21:04 - mmengine - INFO - Epoch(train) [7][1340/1921] lr: 1.5000e-01 eta: 3:41:47 time: 0.4960 data_time: 0.0189 memory: 8491 grad_norm: 0.0893 recall@thr=0.5: 0.7133 prec@thr=0.5: 0.7694 recall@top3: 0.7822 prec@top3: 0.6556 recall@top5: 0.9183 prec@top5: 0.4867 loss_action_cls: 0.0394 loss: 0.0394 2022/08/31 08:21:14 - mmengine - INFO - Epoch(train) [7][1360/1921] lr: 1.5000e-01 eta: 3:41:36 time: 0.5166 data_time: 0.0155 memory: 8637 grad_norm: 0.0861 recall@thr=0.5: 0.7051 prec@thr=0.5: 0.7692 recall@top3: 0.8205 prec@top3: 0.5128 recall@top5: 0.8910 prec@top5: 0.3462 loss_action_cls: 0.0381 loss: 0.0381 2022/08/31 08:21:24 - mmengine - INFO - Epoch(train) [7][1380/1921] lr: 1.5000e-01 eta: 3:41:25 time: 0.4948 data_time: 0.0197 memory: 8612 grad_norm: 0.0855 recall@thr=0.5: 0.7837 prec@thr=0.5: 0.8479 recall@top3: 0.8245 prec@top3: 0.7801 recall@top5: 0.9663 prec@top5: 0.5660 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 08:21:34 - mmengine - INFO - Epoch(train) [7][1400/1921] lr: 1.5000e-01 eta: 3:41:14 time: 0.5161 data_time: 0.0162 memory: 8568 grad_norm: 0.0871 recall@thr=0.5: 0.6646 prec@thr=0.5: 0.8203 recall@top3: 0.7844 prec@top3: 0.6146 recall@top5: 0.9276 prec@top5: 0.4437 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 08:21:44 - mmengine - INFO - Epoch(train) [7][1420/1921] lr: 1.5000e-01 eta: 3:41:04 time: 0.5174 data_time: 0.0223 memory: 8517 grad_norm: 0.0859 recall@thr=0.5: 0.6891 prec@thr=0.5: 0.8974 recall@top3: 0.8301 prec@top3: 0.7308 recall@top5: 0.9103 prec@top5: 0.4923 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 08:21:54 - mmengine - INFO - Epoch(train) [7][1440/1921] lr: 1.5000e-01 eta: 3:40:52 time: 0.5009 data_time: 0.0159 memory: 8577 grad_norm: 0.0887 recall@thr=0.5: 0.6958 prec@thr=0.5: 0.7483 recall@top3: 0.7594 prec@top3: 0.6736 recall@top5: 0.9622 prec@top5: 0.5208 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 08:22:05 - mmengine - INFO - Epoch(train) [7][1460/1921] lr: 1.5000e-01 eta: 3:40:43 time: 0.5414 data_time: 0.0258 memory: 8559 grad_norm: 0.0851 recall@thr=0.5: 0.7652 prec@thr=0.5: 0.7995 recall@top3: 0.8005 prec@top3: 0.7273 recall@top5: 0.9621 prec@top5: 0.5333 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 08:22:12 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 08:22:15 - mmengine - INFO - Epoch(train) [7][1480/1921] lr: 1.5000e-01 eta: 3:40:32 time: 0.5045 data_time: 0.0188 memory: 8629 grad_norm: 0.0830 recall@thr=0.5: 0.7793 prec@thr=0.5: 0.7838 recall@top3: 0.8874 prec@top3: 0.6036 recall@top5: 0.9662 prec@top5: 0.4000 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 08:22:26 - mmengine - INFO - Epoch(train) [7][1500/1921] lr: 1.5000e-01 eta: 3:40:22 time: 0.5333 data_time: 0.0213 memory: 8508 grad_norm: 0.0879 recall@thr=0.5: 0.6452 prec@thr=0.5: 0.7623 recall@top3: 0.7882 prec@top3: 0.7018 recall@top5: 0.9575 prec@top5: 0.5316 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 08:22:37 - mmengine - INFO - Epoch(train) [7][1520/1921] lr: 1.5000e-01 eta: 3:40:12 time: 0.5247 data_time: 0.0179 memory: 8500 grad_norm: 0.0835 recall@thr=0.5: 0.7901 prec@thr=0.5: 0.8815 recall@top3: 0.7963 prec@top3: 0.7284 recall@top5: 0.9537 prec@top5: 0.5407 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 08:22:46 - mmengine - INFO - Epoch(train) [7][1540/1921] lr: 1.5000e-01 eta: 3:40:00 time: 0.4916 data_time: 0.0191 memory: 8594 grad_norm: 0.0837 recall@thr=0.5: 0.7891 prec@thr=0.5: 0.7943 recall@top3: 0.8307 prec@top3: 0.6979 recall@top5: 0.9479 prec@top5: 0.4750 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 08:22:57 - mmengine - INFO - Epoch(train) [7][1560/1921] lr: 1.5000e-01 eta: 3:39:49 time: 0.5156 data_time: 0.0154 memory: 8482 grad_norm: 0.0891 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6742 recall@top3: 0.8030 prec@top3: 0.5960 recall@top5: 0.9545 prec@top5: 0.4242 loss_action_cls: 0.0392 loss: 0.0392 2022/08/31 08:23:07 - mmengine - INFO - Epoch(train) [7][1580/1921] lr: 1.5000e-01 eta: 3:39:38 time: 0.5036 data_time: 0.0168 memory: 8637 grad_norm: 0.0857 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.9111 recall@top3: 0.8000 prec@top3: 0.7222 recall@top5: 0.9722 prec@top5: 0.5467 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 08:23:18 - mmengine - INFO - Epoch(train) [7][1600/1921] lr: 1.5000e-01 eta: 3:39:29 time: 0.5435 data_time: 0.0198 memory: 8612 grad_norm: 0.0813 recall@thr=0.5: 0.7402 prec@thr=0.5: 0.8137 recall@top3: 0.7549 prec@top3: 0.6078 recall@top5: 0.9216 prec@top5: 0.4471 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 08:23:28 - mmengine - INFO - Epoch(train) [7][1620/1921] lr: 1.5000e-01 eta: 3:39:18 time: 0.5208 data_time: 0.0197 memory: 8517 grad_norm: 0.0860 recall@thr=0.5: 0.7162 prec@thr=0.5: 0.7412 recall@top3: 0.7778 prec@top3: 0.7315 recall@top5: 0.8921 prec@top5: 0.5167 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 08:23:38 - mmengine - INFO - Epoch(train) [7][1640/1921] lr: 1.5000e-01 eta: 3:39:08 time: 0.5204 data_time: 0.0208 memory: 8585 grad_norm: 0.0881 recall@thr=0.5: 0.7310 prec@thr=0.5: 0.7381 recall@top3: 0.7690 prec@top3: 0.5714 recall@top5: 0.9000 prec@top5: 0.3943 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 08:23:48 - mmengine - INFO - Epoch(train) [7][1660/1921] lr: 1.5000e-01 eta: 3:38:56 time: 0.4897 data_time: 0.0212 memory: 8508 grad_norm: 0.0858 recall@thr=0.5: 0.7050 prec@thr=0.5: 0.7432 recall@top3: 0.8176 prec@top3: 0.6396 recall@top5: 0.8919 prec@top5: 0.4270 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 08:23:59 - mmengine - INFO - Epoch(train) [7][1680/1921] lr: 1.5000e-01 eta: 3:38:46 time: 0.5266 data_time: 0.0171 memory: 8526 grad_norm: 0.0891 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8619 recall@top3: 0.8714 prec@top3: 0.7524 recall@top5: 0.9619 prec@top5: 0.5086 loss_action_cls: 0.0367 loss: 0.0367 2022/08/31 08:24:09 - mmengine - INFO - Epoch(train) [7][1700/1921] lr: 1.5000e-01 eta: 3:38:35 time: 0.4969 data_time: 0.0200 memory: 8526 grad_norm: 0.0919 recall@thr=0.5: 0.7419 prec@thr=0.5: 0.8188 recall@top3: 0.7984 prec@top3: 0.6559 recall@top5: 0.9677 prec@top5: 0.4903 loss_action_cls: 0.0391 loss: 0.0391 2022/08/31 08:24:20 - mmengine - INFO - Epoch(train) [7][1720/1921] lr: 1.5000e-01 eta: 3:38:25 time: 0.5436 data_time: 0.0196 memory: 8568 grad_norm: 0.0874 recall@thr=0.5: 0.6847 prec@thr=0.5: 0.7928 recall@top3: 0.8153 prec@top3: 0.6396 recall@top5: 0.9279 prec@top5: 0.4486 loss_action_cls: 0.0387 loss: 0.0387 2022/08/31 08:24:30 - mmengine - INFO - Epoch(train) [7][1740/1921] lr: 1.5000e-01 eta: 3:38:14 time: 0.5034 data_time: 0.0209 memory: 8637 grad_norm: 0.0845 recall@thr=0.5: 0.6157 prec@thr=0.5: 0.7176 recall@top3: 0.7477 prec@top3: 0.6019 recall@top5: 0.9120 prec@top5: 0.4500 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 08:24:40 - mmengine - INFO - Epoch(train) [7][1760/1921] lr: 1.5000e-01 eta: 3:38:05 time: 0.5380 data_time: 0.0210 memory: 8552 grad_norm: 0.0869 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7611 recall@top3: 0.8778 prec@top3: 0.6000 recall@top5: 0.9222 prec@top5: 0.3867 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 08:24:51 - mmengine - INFO - Epoch(train) [7][1780/1921] lr: 1.5000e-01 eta: 3:37:54 time: 0.5064 data_time: 0.0229 memory: 8552 grad_norm: 0.0849 recall@thr=0.5: 0.6306 prec@thr=0.5: 0.6667 recall@top3: 0.8528 prec@top3: 0.6556 recall@top5: 0.9167 prec@top5: 0.4333 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 08:25:01 - mmengine - INFO - Epoch(train) [7][1800/1921] lr: 1.5000e-01 eta: 3:37:43 time: 0.5280 data_time: 0.0220 memory: 8568 grad_norm: 0.0839 recall@thr=0.5: 0.7297 prec@thr=0.5: 0.7805 recall@top3: 0.8902 prec@top3: 0.6911 recall@top5: 0.9878 prec@top5: 0.4683 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 08:25:11 - mmengine - INFO - Epoch(train) [7][1820/1921] lr: 1.5000e-01 eta: 3:37:32 time: 0.5053 data_time: 0.0254 memory: 8517 grad_norm: 0.0863 recall@thr=0.5: 0.7072 prec@thr=0.5: 0.6613 recall@top3: 0.8108 prec@top3: 0.6036 recall@top5: 0.9820 prec@top5: 0.4378 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 08:25:22 - mmengine - INFO - Epoch(train) [7][1840/1921] lr: 1.5000e-01 eta: 3:37:23 time: 0.5403 data_time: 0.0196 memory: 8517 grad_norm: 0.0832 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.7262 recall@top3: 0.7798 prec@top3: 0.6905 recall@top5: 0.9613 prec@top5: 0.5214 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 08:25:32 - mmengine - INFO - Epoch(train) [7][1860/1921] lr: 1.5000e-01 eta: 3:37:12 time: 0.5149 data_time: 0.0250 memory: 8491 grad_norm: 0.0838 recall@thr=0.5: 0.6306 prec@thr=0.5: 0.7500 recall@top3: 0.7290 prec@top3: 0.6667 recall@top5: 0.9543 prec@top5: 0.5226 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 08:25:43 - mmengine - INFO - Epoch(train) [7][1880/1921] lr: 1.5000e-01 eta: 3:37:03 time: 0.5439 data_time: 0.0239 memory: 8542 grad_norm: 0.0890 recall@thr=0.5: 0.6520 prec@thr=0.5: 0.8431 recall@top3: 0.7892 prec@top3: 0.5882 recall@top5: 0.8578 prec@top5: 0.3882 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 08:25:54 - mmengine - INFO - Epoch(train) [7][1900/1921] lr: 1.5000e-01 eta: 3:36:53 time: 0.5318 data_time: 0.0201 memory: 8602 grad_norm: 0.0869 recall@thr=0.5: 0.6496 prec@thr=0.5: 0.7308 recall@top3: 0.7137 prec@top3: 0.6581 recall@top5: 0.8782 prec@top5: 0.5026 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 08:26:04 - mmengine - INFO - Epoch(train) [7][1920/1921] lr: 1.5000e-01 eta: 3:36:41 time: 0.4929 data_time: 0.0187 memory: 8517 grad_norm: 0.0892 recall@thr=0.5: 0.7740 prec@thr=0.5: 0.7417 recall@top3: 0.7615 prec@top3: 0.6146 recall@top5: 0.8755 prec@top5: 0.4375 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 08:26:04 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 08:26:04 - mmengine - INFO - Epoch(train) [7][1921/1921] lr: 1.5000e-01 eta: 3:36:41 time: 0.4859 data_time: 0.0147 memory: 6302 grad_norm: 0.0893 recall@thr=0.5: 0.6516 prec@thr=0.5: 0.6587 recall@top3: 0.7627 prec@top3: 0.5397 recall@top5: 0.8833 prec@top5: 0.3810 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 08:26:05 - mmengine - INFO - Epoch(val) [7][20/6282] eta: 0:04:44 time: 0.0455 data_time: 0.0043 memory: 2274 2022/08/31 08:26:06 - mmengine - INFO - Epoch(val) [7][40/6282] eta: 0:04:32 time: 0.0437 data_time: 0.0023 memory: 2274 2022/08/31 08:26:07 - mmengine - INFO - Epoch(val) [7][60/6282] eta: 0:06:55 time: 0.0668 data_time: 0.0021 memory: 2274 2022/08/31 08:26:08 - mmengine - INFO - Epoch(val) [7][80/6282] eta: 0:04:23 time: 0.0425 data_time: 0.0036 memory: 2274 2022/08/31 08:26:09 - mmengine - INFO - Epoch(val) [7][100/6282] eta: 0:04:15 time: 0.0413 data_time: 0.0031 memory: 2274 2022/08/31 08:26:10 - mmengine - INFO - Epoch(val) [7][120/6282] eta: 0:04:30 time: 0.0439 data_time: 0.0035 memory: 2308 2022/08/31 08:26:11 - mmengine - INFO - Epoch(val) [7][140/6282] eta: 0:04:36 time: 0.0451 data_time: 0.0026 memory: 2308 2022/08/31 08:26:12 - mmengine - INFO - Epoch(val) [7][160/6282] eta: 0:04:08 time: 0.0406 data_time: 0.0024 memory: 2308 2022/08/31 08:26:12 - mmengine - INFO - Epoch(val) [7][180/6282] eta: 0:04:21 time: 0.0428 data_time: 0.0019 memory: 2308 2022/08/31 08:26:13 - mmengine - INFO - Epoch(val) [7][200/6282] eta: 0:04:34 time: 0.0451 data_time: 0.0029 memory: 2308 2022/08/31 08:26:14 - mmengine - INFO - Epoch(val) [7][220/6282] eta: 0:04:18 time: 0.0427 data_time: 0.0030 memory: 2279 2022/08/31 08:26:15 - mmengine - INFO - Epoch(val) [7][240/6282] eta: 0:04:23 time: 0.0436 data_time: 0.0016 memory: 2279 2022/08/31 08:26:16 - mmengine - INFO - Epoch(val) [7][260/6282] eta: 0:04:31 time: 0.0451 data_time: 0.0030 memory: 2279 2022/08/31 08:26:17 - mmengine - INFO - Epoch(val) [7][280/6282] eta: 0:04:17 time: 0.0429 data_time: 0.0019 memory: 2279 2022/08/31 08:26:18 - mmengine - INFO - Epoch(val) [7][300/6282] eta: 0:04:32 time: 0.0456 data_time: 0.0036 memory: 2308 2022/08/31 08:26:19 - mmengine - INFO - Epoch(val) [7][320/6282] eta: 0:04:32 time: 0.0458 data_time: 0.0021 memory: 2308 2022/08/31 08:26:20 - mmengine - INFO - Epoch(val) [7][340/6282] eta: 0:04:39 time: 0.0471 data_time: 0.0021 memory: 2308 2022/08/31 08:26:21 - mmengine - INFO - Epoch(val) [7][360/6282] eta: 0:04:32 time: 0.0461 data_time: 0.0022 memory: 2308 2022/08/31 08:26:22 - mmengine - INFO - Epoch(val) [7][380/6282] eta: 0:04:44 time: 0.0482 data_time: 0.0022 memory: 2308 2022/08/31 08:26:22 - mmengine - INFO - Epoch(val) [7][400/6282] eta: 0:04:05 time: 0.0417 data_time: 0.0027 memory: 2308 2022/08/31 08:26:23 - mmengine - INFO - Epoch(val) [7][420/6282] eta: 0:03:59 time: 0.0409 data_time: 0.0023 memory: 2281 2022/08/31 08:26:24 - mmengine - INFO - Epoch(val) [7][440/6282] eta: 0:04:12 time: 0.0432 data_time: 0.0021 memory: 2281 2022/08/31 08:26:25 - mmengine - INFO - Epoch(val) [7][460/6282] eta: 0:04:02 time: 0.0416 data_time: 0.0028 memory: 2281 2022/08/31 08:26:26 - mmengine - INFO - Epoch(val) [7][480/6282] eta: 0:03:58 time: 0.0411 data_time: 0.0022 memory: 2281 2022/08/31 08:26:27 - mmengine - INFO - Epoch(val) [7][500/6282] eta: 0:06:52 time: 0.0713 data_time: 0.0060 memory: 2281 2022/08/31 08:26:28 - mmengine - INFO - Epoch(val) [7][520/6282] eta: 0:03:50 time: 0.0400 data_time: 0.0020 memory: 2279 2022/08/31 08:26:29 - mmengine - INFO - Epoch(val) [7][540/6282] eta: 0:04:24 time: 0.0461 data_time: 0.0021 memory: 2279 2022/08/31 08:26:30 - mmengine - INFO - Epoch(val) [7][560/6282] eta: 0:03:55 time: 0.0412 data_time: 0.0021 memory: 2279 2022/08/31 08:26:31 - mmengine - INFO - Epoch(val) [7][580/6282] eta: 0:03:59 time: 0.0420 data_time: 0.0018 memory: 2279 2022/08/31 08:26:32 - mmengine - INFO - Epoch(val) [7][600/6282] eta: 0:04:39 time: 0.0493 data_time: 0.0023 memory: 2279 2022/08/31 08:26:32 - mmengine - INFO - Epoch(val) [7][620/6282] eta: 0:03:49 time: 0.0406 data_time: 0.0028 memory: 2279 2022/08/31 08:26:33 - mmengine - INFO - Epoch(val) [7][640/6282] eta: 0:04:01 time: 0.0427 data_time: 0.0021 memory: 2277 2022/08/31 08:26:34 - mmengine - INFO - Epoch(val) [7][660/6282] eta: 0:04:04 time: 0.0435 data_time: 0.0041 memory: 2277 2022/08/31 08:26:35 - mmengine - INFO - Epoch(val) [7][680/6282] eta: 0:03:53 time: 0.0416 data_time: 0.0034 memory: 2277 2022/08/31 08:26:36 - mmengine - INFO - Epoch(val) [7][700/6282] eta: 0:04:29 time: 0.0482 data_time: 0.0040 memory: 2277 2022/08/31 08:26:37 - mmengine - INFO - Epoch(val) [7][720/6282] eta: 0:06:59 time: 0.0754 data_time: 0.0027 memory: 2319 2022/08/31 08:26:38 - mmengine - INFO - Epoch(val) [7][740/6282] eta: 0:04:35 time: 0.0497 data_time: 0.0028 memory: 2308 2022/08/31 08:26:39 - mmengine - INFO - Epoch(val) [7][760/6282] eta: 0:04:38 time: 0.0504 data_time: 0.0032 memory: 2308 2022/08/31 08:26:40 - mmengine - INFO - Epoch(val) [7][780/6282] eta: 0:04:13 time: 0.0461 data_time: 0.0023 memory: 2308 2022/08/31 08:26:41 - mmengine - INFO - Epoch(val) [7][800/6282] eta: 0:03:55 time: 0.0430 data_time: 0.0027 memory: 2308 2022/08/31 08:26:42 - mmengine - INFO - Epoch(val) [7][820/6282] eta: 0:03:52 time: 0.0426 data_time: 0.0026 memory: 2308 2022/08/31 08:26:43 - mmengine - INFO - Epoch(val) [7][840/6282] eta: 0:04:21 time: 0.0480 data_time: 0.0024 memory: 2279 2022/08/31 08:26:44 - mmengine - INFO - Epoch(val) [7][860/6282] eta: 0:04:17 time: 0.0475 data_time: 0.0022 memory: 2279 2022/08/31 08:26:45 - mmengine - INFO - Epoch(val) [7][880/6282] eta: 0:03:50 time: 0.0427 data_time: 0.0023 memory: 2279 2022/08/31 08:26:46 - mmengine - INFO - Epoch(val) [7][900/6282] eta: 0:03:54 time: 0.0436 data_time: 0.0020 memory: 2279 2022/08/31 08:26:47 - mmengine - INFO - Epoch(val) [7][920/6282] eta: 0:04:11 time: 0.0469 data_time: 0.0020 memory: 2279 2022/08/31 08:26:47 - mmengine - INFO - Epoch(val) [7][940/6282] eta: 0:03:26 time: 0.0387 data_time: 0.0025 memory: 2274 2022/08/31 08:26:48 - mmengine - INFO - Epoch(val) [7][960/6282] eta: 0:03:41 time: 0.0416 data_time: 0.0021 memory: 2274 2022/08/31 08:26:49 - mmengine - INFO - Epoch(val) [7][980/6282] eta: 0:03:57 time: 0.0448 data_time: 0.0037 memory: 2274 2022/08/31 08:26:50 - mmengine - INFO - Epoch(val) [7][1000/6282] eta: 0:03:53 time: 0.0441 data_time: 0.0022 memory: 2274 2022/08/31 08:26:51 - mmengine - INFO - Epoch(val) [7][1020/6282] eta: 0:04:11 time: 0.0478 data_time: 0.0039 memory: 2279 2022/08/31 08:26:52 - mmengine - INFO - Epoch(val) [7][1040/6282] eta: 0:03:27 time: 0.0395 data_time: 0.0024 memory: 2279 2022/08/31 08:26:53 - mmengine - INFO - Epoch(val) [7][1060/6282] eta: 0:03:56 time: 0.0452 data_time: 0.0028 memory: 2279 2022/08/31 08:26:54 - mmengine - INFO - Epoch(val) [7][1080/6282] eta: 0:03:30 time: 0.0404 data_time: 0.0017 memory: 2279 2022/08/31 08:26:54 - mmengine - INFO - Epoch(val) [7][1100/6282] eta: 0:03:28 time: 0.0401 data_time: 0.0018 memory: 2279 2022/08/31 08:26:55 - mmengine - INFO - Epoch(val) [7][1120/6282] eta: 0:03:25 time: 0.0397 data_time: 0.0021 memory: 2279 2022/08/31 08:26:56 - mmengine - INFO - Epoch(val) [7][1140/6282] eta: 0:04:00 time: 0.0467 data_time: 0.0030 memory: 2279 2022/08/31 08:26:57 - mmengine - INFO - Epoch(val) [7][1160/6282] eta: 0:03:49 time: 0.0448 data_time: 0.0023 memory: 2279 2022/08/31 08:26:58 - mmengine - INFO - Epoch(val) [7][1180/6282] eta: 0:03:34 time: 0.0421 data_time: 0.0019 memory: 2279 2022/08/31 08:26:59 - mmengine - INFO - Epoch(val) [7][1200/6282] eta: 0:03:32 time: 0.0418 data_time: 0.0025 memory: 2279 2022/08/31 08:27:00 - mmengine - INFO - Epoch(val) [7][1220/6282] eta: 0:03:59 time: 0.0474 data_time: 0.0019 memory: 2279 2022/08/31 08:27:00 - mmengine - INFO - Epoch(val) [7][1240/6282] eta: 0:03:32 time: 0.0422 data_time: 0.0024 memory: 2308 2022/08/31 08:27:01 - mmengine - INFO - Epoch(val) [7][1260/6282] eta: 0:04:00 time: 0.0480 data_time: 0.0037 memory: 2308 2022/08/31 08:27:02 - mmengine - INFO - Epoch(val) [7][1280/6282] eta: 0:03:57 time: 0.0474 data_time: 0.0029 memory: 2308 2022/08/31 08:27:03 - mmengine - INFO - Epoch(val) [7][1300/6282] eta: 0:04:22 time: 0.0526 data_time: 0.0023 memory: 2308 2022/08/31 08:27:04 - mmengine - INFO - Epoch(val) [7][1320/6282] eta: 0:04:12 time: 0.0509 data_time: 0.0042 memory: 2308 2022/08/31 08:27:05 - mmengine - INFO - Epoch(val) [7][1340/6282] eta: 0:03:45 time: 0.0456 data_time: 0.0027 memory: 2308 2022/08/31 08:27:07 - mmengine - INFO - Epoch(val) [7][1360/6282] eta: 0:04:29 time: 0.0547 data_time: 0.0034 memory: 2308 2022/08/31 08:27:07 - mmengine - INFO - Epoch(val) [7][1380/6282] eta: 0:03:49 time: 0.0468 data_time: 0.0037 memory: 2308 2022/08/31 08:27:08 - mmengine - INFO - Epoch(val) [7][1400/6282] eta: 0:03:43 time: 0.0458 data_time: 0.0030 memory: 2308 2022/08/31 08:27:09 - mmengine - INFO - Epoch(val) [7][1420/6282] eta: 0:03:51 time: 0.0476 data_time: 0.0030 memory: 2308 2022/08/31 08:27:10 - mmengine - INFO - Epoch(val) [7][1440/6282] eta: 0:03:49 time: 0.0474 data_time: 0.0025 memory: 2308 2022/08/31 08:27:11 - mmengine - INFO - Epoch(val) [7][1460/6282] eta: 0:04:16 time: 0.0532 data_time: 0.0029 memory: 2308 2022/08/31 08:27:12 - mmengine - INFO - Epoch(val) [7][1480/6282] eta: 0:03:30 time: 0.0438 data_time: 0.0024 memory: 2308 2022/08/31 08:27:13 - mmengine - INFO - Epoch(val) [7][1500/6282] eta: 0:03:26 time: 0.0432 data_time: 0.0019 memory: 2308 2022/08/31 08:27:14 - mmengine - INFO - Epoch(val) [7][1520/6282] eta: 0:03:26 time: 0.0434 data_time: 0.0020 memory: 2352 2022/08/31 08:27:15 - mmengine - INFO - Epoch(val) [7][1540/6282] eta: 0:03:48 time: 0.0482 data_time: 0.0017 memory: 2352 2022/08/31 08:27:16 - mmengine - INFO - Epoch(val) [7][1560/6282] eta: 0:03:31 time: 0.0447 data_time: 0.0019 memory: 2352 2022/08/31 08:27:17 - mmengine - INFO - Epoch(val) [7][1580/6282] eta: 0:03:39 time: 0.0466 data_time: 0.0032 memory: 2352 2022/08/31 08:27:18 - mmengine - INFO - Epoch(val) [7][1600/6282] eta: 0:03:25 time: 0.0439 data_time: 0.0027 memory: 2352 2022/08/31 08:27:19 - mmengine - INFO - Epoch(val) [7][1620/6282] eta: 0:03:25 time: 0.0441 data_time: 0.0025 memory: 2352 2022/08/31 08:27:20 - mmengine - INFO - Epoch(val) [7][1640/6282] eta: 0:03:50 time: 0.0497 data_time: 0.0030 memory: 2308 2022/08/31 08:27:20 - mmengine - INFO - Epoch(val) [7][1660/6282] eta: 0:03:22 time: 0.0437 data_time: 0.0018 memory: 2308 2022/08/31 08:27:21 - mmengine - INFO - Epoch(val) [7][1680/6282] eta: 0:03:08 time: 0.0411 data_time: 0.0018 memory: 2308 2022/08/31 08:27:22 - mmengine - INFO - Epoch(val) [7][1700/6282] eta: 0:03:56 time: 0.0516 data_time: 0.0021 memory: 2308 2022/08/31 08:27:23 - mmengine - INFO - Epoch(val) [7][1720/6282] eta: 0:04:05 time: 0.0539 data_time: 0.0029 memory: 2311 2022/08/31 08:27:24 - mmengine - INFO - Epoch(val) [7][1740/6282] eta: 0:03:01 time: 0.0400 data_time: 0.0022 memory: 2308 2022/08/31 08:27:25 - mmengine - INFO - Epoch(val) [7][1760/6282] eta: 0:03:07 time: 0.0415 data_time: 0.0027 memory: 2308 2022/08/31 08:27:26 - mmengine - INFO - Epoch(val) [7][1780/6282] eta: 0:03:42 time: 0.0495 data_time: 0.0028 memory: 2308 2022/08/31 08:27:27 - mmengine - INFO - Epoch(val) [7][1800/6282] eta: 0:05:06 time: 0.0684 data_time: 0.0019 memory: 2308 2022/08/31 08:27:28 - mmengine - INFO - Epoch(val) [7][1820/6282] eta: 0:03:49 time: 0.0513 data_time: 0.0032 memory: 2308 2022/08/31 08:27:29 - mmengine - INFO - Epoch(val) [7][1840/6282] eta: 0:03:25 time: 0.0463 data_time: 0.0018 memory: 2308 2022/08/31 08:27:30 - mmengine - INFO - Epoch(val) [7][1860/6282] eta: 0:03:01 time: 0.0410 data_time: 0.0021 memory: 2308 2022/08/31 08:27:31 - mmengine - INFO - Epoch(val) [7][1880/6282] eta: 0:03:14 time: 0.0442 data_time: 0.0029 memory: 2308 2022/08/31 08:27:32 - mmengine - INFO - Epoch(val) [7][1900/6282] eta: 0:03:30 time: 0.0480 data_time: 0.0026 memory: 2308 2022/08/31 08:27:33 - mmengine - INFO - Epoch(val) [7][1920/6282] eta: 0:03:46 time: 0.0518 data_time: 0.0030 memory: 2308 2022/08/31 08:27:34 - mmengine - INFO - Epoch(val) [7][1940/6282] eta: 0:03:26 time: 0.0475 data_time: 0.0026 memory: 2308 2022/08/31 08:27:35 - mmengine - INFO - Epoch(val) [7][1960/6282] eta: 0:03:01 time: 0.0419 data_time: 0.0027 memory: 2281 2022/08/31 08:27:36 - mmengine - INFO - Epoch(val) [7][1980/6282] eta: 0:02:40 time: 0.0373 data_time: 0.0024 memory: 2281 2022/08/31 08:27:36 - mmengine - INFO - Epoch(val) [7][2000/6282] eta: 0:03:01 time: 0.0424 data_time: 0.0025 memory: 2281 2022/08/31 08:27:37 - mmengine - INFO - Epoch(val) [7][2020/6282] eta: 0:03:14 time: 0.0458 data_time: 0.0028 memory: 2281 2022/08/31 08:27:38 - mmengine - INFO - Epoch(val) [7][2040/6282] eta: 0:02:58 time: 0.0420 data_time: 0.0018 memory: 2281 2022/08/31 08:27:39 - mmengine - INFO - Epoch(val) [7][2060/6282] eta: 0:02:57 time: 0.0421 data_time: 0.0038 memory: 2281 2022/08/31 08:27:40 - mmengine - INFO - Epoch(val) [7][2080/6282] eta: 0:03:08 time: 0.0449 data_time: 0.0029 memory: 2281 2022/08/31 08:27:41 - mmengine - INFO - Epoch(val) [7][2100/6282] eta: 0:02:51 time: 0.0411 data_time: 0.0024 memory: 2281 2022/08/31 08:27:42 - mmengine - INFO - Epoch(val) [7][2120/6282] eta: 0:02:53 time: 0.0417 data_time: 0.0029 memory: 2281 2022/08/31 08:27:43 - mmengine - INFO - Epoch(val) [7][2140/6282] eta: 0:03:16 time: 0.0473 data_time: 0.0023 memory: 2281 2022/08/31 08:27:44 - mmengine - INFO - Epoch(val) [7][2160/6282] eta: 0:03:29 time: 0.0509 data_time: 0.0034 memory: 2279 2022/08/31 08:27:45 - mmengine - INFO - Epoch(val) [7][2180/6282] eta: 0:03:15 time: 0.0477 data_time: 0.0021 memory: 2279 2022/08/31 08:27:45 - mmengine - INFO - Epoch(val) [7][2200/6282] eta: 0:03:04 time: 0.0452 data_time: 0.0021 memory: 2279 2022/08/31 08:27:46 - mmengine - INFO - Epoch(val) [7][2220/6282] eta: 0:02:58 time: 0.0440 data_time: 0.0025 memory: 2279 2022/08/31 08:27:48 - mmengine - INFO - Epoch(val) [7][2240/6282] eta: 0:04:54 time: 0.0728 data_time: 0.0019 memory: 2279 2022/08/31 08:27:49 - mmengine - INFO - Epoch(val) [7][2260/6282] eta: 0:02:56 time: 0.0440 data_time: 0.0024 memory: 2281 2022/08/31 08:27:50 - mmengine - INFO - Epoch(val) [7][2280/6282] eta: 0:02:44 time: 0.0411 data_time: 0.0028 memory: 2281 2022/08/31 08:27:50 - mmengine - INFO - Epoch(val) [7][2300/6282] eta: 0:02:44 time: 0.0412 data_time: 0.0017 memory: 2281 2022/08/31 08:27:51 - mmengine - INFO - Epoch(val) [7][2320/6282] eta: 0:02:54 time: 0.0440 data_time: 0.0023 memory: 2281 2022/08/31 08:27:52 - mmengine - INFO - Epoch(val) [7][2340/6282] eta: 0:02:42 time: 0.0413 data_time: 0.0020 memory: 2281 2022/08/31 08:27:53 - mmengine - INFO - Epoch(val) [7][2360/6282] eta: 0:02:53 time: 0.0441 data_time: 0.0022 memory: 2279 2022/08/31 08:27:54 - mmengine - INFO - Epoch(val) [7][2380/6282] eta: 0:02:58 time: 0.0457 data_time: 0.0026 memory: 2279 2022/08/31 08:27:55 - mmengine - INFO - Epoch(val) [7][2400/6282] eta: 0:03:00 time: 0.0464 data_time: 0.0023 memory: 2279 2022/08/31 08:27:56 - mmengine - INFO - Epoch(val) [7][2420/6282] eta: 0:02:31 time: 0.0392 data_time: 0.0021 memory: 2279 2022/08/31 08:27:56 - mmengine - INFO - Epoch(val) [7][2440/6282] eta: 0:02:37 time: 0.0409 data_time: 0.0028 memory: 2279 2022/08/31 08:27:57 - mmengine - INFO - Epoch(val) [7][2460/6282] eta: 0:02:46 time: 0.0436 data_time: 0.0031 memory: 2308 2022/08/31 08:27:58 - mmengine - INFO - Epoch(val) [7][2480/6282] eta: 0:03:05 time: 0.0487 data_time: 0.0027 memory: 2308 2022/08/31 08:27:59 - mmengine - INFO - Epoch(val) [7][2500/6282] eta: 0:02:51 time: 0.0453 data_time: 0.0024 memory: 2308 2022/08/31 08:28:00 - mmengine - INFO - Epoch(val) [7][2520/6282] eta: 0:02:59 time: 0.0476 data_time: 0.0020 memory: 2308 2022/08/31 08:28:01 - mmengine - INFO - Epoch(val) [7][2540/6282] eta: 0:03:04 time: 0.0492 data_time: 0.0029 memory: 2311 2022/08/31 08:28:02 - mmengine - INFO - Epoch(val) [7][2560/6282] eta: 0:02:37 time: 0.0423 data_time: 0.0026 memory: 2308 2022/08/31 08:28:03 - mmengine - INFO - Epoch(val) [7][2580/6282] eta: 0:02:55 time: 0.0474 data_time: 0.0028 memory: 2308 2022/08/31 08:28:04 - mmengine - INFO - Epoch(val) [7][2600/6282] eta: 0:03:14 time: 0.0527 data_time: 0.0028 memory: 2308 2022/08/31 08:28:05 - mmengine - INFO - Epoch(val) [7][2620/6282] eta: 0:02:57 time: 0.0484 data_time: 0.0029 memory: 2308 2022/08/31 08:28:06 - mmengine - INFO - Epoch(val) [7][2640/6282] eta: 0:02:53 time: 0.0477 data_time: 0.0041 memory: 2308 2022/08/31 08:28:07 - mmengine - INFO - Epoch(val) [7][2660/6282] eta: 0:04:03 time: 0.0672 data_time: 0.0031 memory: 2348 2022/08/31 08:28:08 - mmengine - INFO - Epoch(val) [7][2680/6282] eta: 0:02:59 time: 0.0500 data_time: 0.0027 memory: 2348 2022/08/31 08:28:09 - mmengine - INFO - Epoch(val) [7][2700/6282] eta: 0:02:55 time: 0.0489 data_time: 0.0022 memory: 2348 2022/08/31 08:28:10 - mmengine - INFO - Epoch(val) [7][2720/6282] eta: 0:02:52 time: 0.0484 data_time: 0.0022 memory: 2348 2022/08/31 08:28:11 - mmengine - INFO - Epoch(val) [7][2740/6282] eta: 0:02:47 time: 0.0472 data_time: 0.0025 memory: 2348 2022/08/31 08:28:12 - mmengine - INFO - Epoch(val) [7][2760/6282] eta: 0:02:21 time: 0.0401 data_time: 0.0017 memory: 2281 2022/08/31 08:28:13 - mmengine - INFO - Epoch(val) [7][2780/6282] eta: 0:02:13 time: 0.0380 data_time: 0.0017 memory: 2281 2022/08/31 08:28:14 - mmengine - INFO - Epoch(val) [7][2800/6282] eta: 0:02:32 time: 0.0438 data_time: 0.0017 memory: 2281 2022/08/31 08:28:15 - mmengine - INFO - Epoch(val) [7][2820/6282] eta: 0:02:34 time: 0.0446 data_time: 0.0022 memory: 2281 2022/08/31 08:28:15 - mmengine - INFO - Epoch(val) [7][2840/6282] eta: 0:02:25 time: 0.0422 data_time: 0.0024 memory: 2281 2022/08/31 08:28:16 - mmengine - INFO - Epoch(val) [7][2860/6282] eta: 0:02:26 time: 0.0429 data_time: 0.0026 memory: 2308 2022/08/31 08:28:17 - mmengine - INFO - Epoch(val) [7][2880/6282] eta: 0:02:41 time: 0.0473 data_time: 0.0047 memory: 2308 2022/08/31 08:28:18 - mmengine - INFO - Epoch(val) [7][2900/6282] eta: 0:02:33 time: 0.0453 data_time: 0.0024 memory: 2308 2022/08/31 08:28:19 - mmengine - INFO - Epoch(val) [7][2920/6282] eta: 0:02:34 time: 0.0460 data_time: 0.0030 memory: 2308 2022/08/31 08:28:20 - mmengine - INFO - Epoch(val) [7][2940/6282] eta: 0:02:15 time: 0.0405 data_time: 0.0024 memory: 2293 2022/08/31 08:28:21 - mmengine - INFO - Epoch(val) [7][2960/6282] eta: 0:02:10 time: 0.0394 data_time: 0.0018 memory: 2293 2022/08/31 08:28:21 - mmengine - INFO - Epoch(val) [7][2980/6282] eta: 0:02:19 time: 0.0424 data_time: 0.0028 memory: 2293 2022/08/31 08:28:22 - mmengine - INFO - Epoch(val) [7][3000/6282] eta: 0:02:30 time: 0.0458 data_time: 0.0025 memory: 2293 2022/08/31 08:28:23 - mmengine - INFO - Epoch(val) [7][3020/6282] eta: 0:02:14 time: 0.0414 data_time: 0.0034 memory: 2308 2022/08/31 08:28:24 - mmengine - INFO - Epoch(val) [7][3040/6282] eta: 0:02:28 time: 0.0457 data_time: 0.0032 memory: 2308 2022/08/31 08:28:25 - mmengine - INFO - Epoch(val) [7][3060/6282] eta: 0:02:30 time: 0.0466 data_time: 0.0023 memory: 2308 2022/08/31 08:28:26 - mmengine - INFO - Epoch(val) [7][3080/6282] eta: 0:02:18 time: 0.0433 data_time: 0.0027 memory: 2308 2022/08/31 08:28:27 - mmengine - INFO - Epoch(val) [7][3100/6282] eta: 0:03:32 time: 0.0667 data_time: 0.0021 memory: 2308 2022/08/31 08:28:28 - mmengine - INFO - Epoch(val) [7][3120/6282] eta: 0:02:04 time: 0.0393 data_time: 0.0021 memory: 2281 2022/08/31 08:28:29 - mmengine - INFO - Epoch(val) [7][3140/6282] eta: 0:01:59 time: 0.0382 data_time: 0.0027 memory: 2281 2022/08/31 08:28:30 - mmengine - INFO - Epoch(val) [7][3160/6282] eta: 0:02:25 time: 0.0465 data_time: 0.0027 memory: 2281 2022/08/31 08:28:31 - mmengine - INFO - Epoch(val) [7][3180/6282] eta: 0:02:08 time: 0.0413 data_time: 0.0026 memory: 2281 2022/08/31 08:28:32 - mmengine - INFO - Epoch(val) [7][3200/6282] eta: 0:02:25 time: 0.0472 data_time: 0.0027 memory: 2308 2022/08/31 08:28:32 - mmengine - INFO - Epoch(val) [7][3220/6282] eta: 0:02:13 time: 0.0436 data_time: 0.0027 memory: 2308 2022/08/31 08:28:33 - mmengine - INFO - Epoch(val) [7][3240/6282] eta: 0:02:21 time: 0.0465 data_time: 0.0024 memory: 2308 2022/08/31 08:28:34 - mmengine - INFO - Epoch(val) [7][3260/6282] eta: 0:02:16 time: 0.0452 data_time: 0.0028 memory: 2308 2022/08/31 08:28:35 - mmengine - INFO - Epoch(val) [7][3280/6282] eta: 0:02:12 time: 0.0441 data_time: 0.0020 memory: 2308 2022/08/31 08:28:36 - mmengine - INFO - Epoch(val) [7][3300/6282] eta: 0:02:42 time: 0.0544 data_time: 0.0022 memory: 2308 2022/08/31 08:28:37 - mmengine - INFO - Epoch(val) [7][3320/6282] eta: 0:02:13 time: 0.0449 data_time: 0.0024 memory: 2308 2022/08/31 08:28:38 - mmengine - INFO - Epoch(val) [7][3340/6282] eta: 0:02:14 time: 0.0456 data_time: 0.0025 memory: 2308 2022/08/31 08:28:39 - mmengine - INFO - Epoch(val) [7][3360/6282] eta: 0:02:11 time: 0.0452 data_time: 0.0027 memory: 2308 2022/08/31 08:28:40 - mmengine - INFO - Epoch(val) [7][3380/6282] eta: 0:01:53 time: 0.0392 data_time: 0.0016 memory: 2308 2022/08/31 08:28:41 - mmengine - INFO - Epoch(val) [7][3400/6282] eta: 0:02:13 time: 0.0462 data_time: 0.0023 memory: 2279 2022/08/31 08:28:42 - mmengine - INFO - Epoch(val) [7][3420/6282] eta: 0:01:54 time: 0.0401 data_time: 0.0025 memory: 2279 2022/08/31 08:28:42 - mmengine - INFO - Epoch(val) [7][3440/6282] eta: 0:02:04 time: 0.0437 data_time: 0.0032 memory: 2279 2022/08/31 08:28:43 - mmengine - INFO - Epoch(val) [7][3460/6282] eta: 0:02:19 time: 0.0494 data_time: 0.0023 memory: 2282 2022/08/31 08:28:44 - mmengine - INFO - Epoch(val) [7][3480/6282] eta: 0:02:26 time: 0.0522 data_time: 0.0020 memory: 2279 2022/08/31 08:28:45 - mmengine - INFO - Epoch(val) [7][3500/6282] eta: 0:01:55 time: 0.0414 data_time: 0.0020 memory: 2279 2022/08/31 08:28:46 - mmengine - INFO - Epoch(val) [7][3520/6282] eta: 0:01:46 time: 0.0387 data_time: 0.0023 memory: 2279 2022/08/31 08:28:47 - mmengine - INFO - Epoch(val) [7][3540/6282] eta: 0:03:10 time: 0.0694 data_time: 0.0026 memory: 2279 2022/08/31 08:28:48 - mmengine - INFO - Epoch(val) [7][3560/6282] eta: 0:01:52 time: 0.0412 data_time: 0.0035 memory: 2279 2022/08/31 08:28:49 - mmengine - INFO - Epoch(val) [7][3580/6282] eta: 0:01:54 time: 0.0424 data_time: 0.0026 memory: 2300 2022/08/31 08:28:50 - mmengine - INFO - Epoch(val) [7][3600/6282] eta: 0:02:03 time: 0.0459 data_time: 0.0027 memory: 2300 2022/08/31 08:28:51 - mmengine - INFO - Epoch(val) [7][3620/6282] eta: 0:02:18 time: 0.0521 data_time: 0.0027 memory: 2302 2022/08/31 08:28:52 - mmengine - INFO - Epoch(val) [7][3640/6282] eta: 0:01:55 time: 0.0438 data_time: 0.0021 memory: 2300 2022/08/31 08:28:53 - mmengine - INFO - Epoch(val) [7][3660/6282] eta: 0:01:49 time: 0.0418 data_time: 0.0032 memory: 2300 2022/08/31 08:28:54 - mmengine - INFO - Epoch(val) [7][3680/6282] eta: 0:01:49 time: 0.0421 data_time: 0.0020 memory: 2308 2022/08/31 08:28:55 - mmengine - INFO - Epoch(val) [7][3700/6282] eta: 0:01:51 time: 0.0431 data_time: 0.0026 memory: 2308 2022/08/31 08:28:55 - mmengine - INFO - Epoch(val) [7][3720/6282] eta: 0:01:47 time: 0.0420 data_time: 0.0024 memory: 2308 2022/08/31 08:28:56 - mmengine - INFO - Epoch(val) [7][3740/6282] eta: 0:01:53 time: 0.0448 data_time: 0.0031 memory: 2308 2022/08/31 08:28:57 - mmengine - INFO - Epoch(val) [7][3760/6282] eta: 0:01:55 time: 0.0457 data_time: 0.0035 memory: 2308 2022/08/31 08:28:58 - mmengine - INFO - Epoch(val) [7][3780/6282] eta: 0:01:49 time: 0.0438 data_time: 0.0023 memory: 2308 2022/08/31 08:28:59 - mmengine - INFO - Epoch(val) [7][3800/6282] eta: 0:01:53 time: 0.0457 data_time: 0.0031 memory: 2308 2022/08/31 08:29:00 - mmengine - INFO - Epoch(val) [7][3820/6282] eta: 0:01:48 time: 0.0440 data_time: 0.0020 memory: 2308 2022/08/31 08:29:01 - mmengine - INFO - Epoch(val) [7][3840/6282] eta: 0:01:52 time: 0.0460 data_time: 0.0026 memory: 2308 2022/08/31 08:29:02 - mmengine - INFO - Epoch(val) [7][3860/6282] eta: 0:01:45 time: 0.0436 data_time: 0.0035 memory: 2308 2022/08/31 08:29:03 - mmengine - INFO - Epoch(val) [7][3880/6282] eta: 0:01:43 time: 0.0431 data_time: 0.0027 memory: 2308 2022/08/31 08:29:03 - mmengine - INFO - Epoch(val) [7][3900/6282] eta: 0:01:45 time: 0.0445 data_time: 0.0027 memory: 2308 2022/08/31 08:29:04 - mmengine - INFO - Epoch(val) [7][3920/6282] eta: 0:01:40 time: 0.0427 data_time: 0.0024 memory: 2308 2022/08/31 08:29:05 - mmengine - INFO - Epoch(val) [7][3940/6282] eta: 0:01:40 time: 0.0431 data_time: 0.0020 memory: 2308 2022/08/31 08:29:06 - mmengine - INFO - Epoch(val) [7][3960/6282] eta: 0:01:53 time: 0.0489 data_time: 0.0023 memory: 2308 2022/08/31 08:29:08 - mmengine - INFO - Epoch(val) [7][3980/6282] eta: 0:02:44 time: 0.0714 data_time: 0.0019 memory: 2308 2022/08/31 08:29:09 - mmengine - INFO - Epoch(val) [7][4000/6282] eta: 0:01:47 time: 0.0473 data_time: 0.0024 memory: 2308 2022/08/31 08:29:09 - mmengine - INFO - Epoch(val) [7][4020/6282] eta: 0:01:35 time: 0.0422 data_time: 0.0021 memory: 2308 2022/08/31 08:29:10 - mmengine - INFO - Epoch(val) [7][4040/6282] eta: 0:01:42 time: 0.0459 data_time: 0.0030 memory: 2348 2022/08/31 08:29:11 - mmengine - INFO - Epoch(val) [7][4060/6282] eta: 0:01:36 time: 0.0435 data_time: 0.0026 memory: 2348 2022/08/31 08:29:12 - mmengine - INFO - Epoch(val) [7][4080/6282] eta: 0:01:40 time: 0.0457 data_time: 0.0029 memory: 2348 2022/08/31 08:29:13 - mmengine - INFO - Epoch(val) [7][4100/6282] eta: 0:01:34 time: 0.0434 data_time: 0.0026 memory: 2348 2022/08/31 08:29:14 - mmengine - INFO - Epoch(val) [7][4120/6282] eta: 0:01:38 time: 0.0455 data_time: 0.0027 memory: 2348 2022/08/31 08:29:15 - mmengine - INFO - Epoch(val) [7][4140/6282] eta: 0:01:30 time: 0.0420 data_time: 0.0025 memory: 2348 2022/08/31 08:29:16 - mmengine - INFO - Epoch(val) [7][4160/6282] eta: 0:01:33 time: 0.0439 data_time: 0.0020 memory: 2279 2022/08/31 08:29:16 - mmengine - INFO - Epoch(val) [7][4180/6282] eta: 0:01:21 time: 0.0386 data_time: 0.0022 memory: 2279 2022/08/31 08:29:17 - mmengine - INFO - Epoch(val) [7][4200/6282] eta: 0:01:34 time: 0.0455 data_time: 0.0024 memory: 2279 2022/08/31 08:29:18 - mmengine - INFO - Epoch(val) [7][4220/6282] eta: 0:01:21 time: 0.0395 data_time: 0.0027 memory: 2279 2022/08/31 08:29:19 - mmengine - INFO - Epoch(val) [7][4240/6282] eta: 0:01:32 time: 0.0452 data_time: 0.0024 memory: 2279 2022/08/31 08:29:20 - mmengine - INFO - Epoch(val) [7][4260/6282] eta: 0:01:26 time: 0.0429 data_time: 0.0028 memory: 2279 2022/08/31 08:29:21 - mmengine - INFO - Epoch(val) [7][4280/6282] eta: 0:01:26 time: 0.0431 data_time: 0.0022 memory: 2279 2022/08/31 08:29:22 - mmengine - INFO - Epoch(val) [7][4300/6282] eta: 0:01:19 time: 0.0401 data_time: 0.0029 memory: 2279 2022/08/31 08:29:22 - mmengine - INFO - Epoch(val) [7][4320/6282] eta: 0:01:19 time: 0.0406 data_time: 0.0026 memory: 2279 2022/08/31 08:29:23 - mmengine - INFO - Epoch(val) [7][4340/6282] eta: 0:01:19 time: 0.0412 data_time: 0.0028 memory: 2279 2022/08/31 08:29:24 - mmengine - INFO - Epoch(val) [7][4360/6282] eta: 0:01:15 time: 0.0393 data_time: 0.0028 memory: 2308 2022/08/31 08:29:25 - mmengine - INFO - Epoch(val) [7][4380/6282] eta: 0:01:15 time: 0.0400 data_time: 0.0026 memory: 2308 2022/08/31 08:29:26 - mmengine - INFO - Epoch(val) [7][4400/6282] eta: 0:01:18 time: 0.0415 data_time: 0.0022 memory: 2308 2022/08/31 08:29:27 - mmengine - INFO - Epoch(val) [7][4420/6282] eta: 0:01:21 time: 0.0436 data_time: 0.0030 memory: 2308 2022/08/31 08:29:28 - mmengine - INFO - Epoch(val) [7][4440/6282] eta: 0:02:22 time: 0.0773 data_time: 0.0033 memory: 2312 2022/08/31 08:29:29 - mmengine - INFO - Epoch(val) [7][4460/6282] eta: 0:01:14 time: 0.0409 data_time: 0.0024 memory: 2312 2022/08/31 08:29:30 - mmengine - INFO - Epoch(val) [7][4480/6282] eta: 0:01:15 time: 0.0417 data_time: 0.0027 memory: 2312 2022/08/31 08:29:31 - mmengine - INFO - Epoch(val) [7][4500/6282] eta: 0:01:23 time: 0.0468 data_time: 0.0032 memory: 2312 2022/08/31 08:29:32 - mmengine - INFO - Epoch(val) [7][4520/6282] eta: 0:01:20 time: 0.0455 data_time: 0.0031 memory: 2312 2022/08/31 08:29:32 - mmengine - INFO - Epoch(val) [7][4540/6282] eta: 0:01:15 time: 0.0436 data_time: 0.0023 memory: 2281 2022/08/31 08:29:33 - mmengine - INFO - Epoch(val) [7][4560/6282] eta: 0:01:18 time: 0.0455 data_time: 0.0025 memory: 2281 2022/08/31 08:29:34 - mmengine - INFO - Epoch(val) [7][4580/6282] eta: 0:01:18 time: 0.0459 data_time: 0.0020 memory: 2281 2022/08/31 08:29:35 - mmengine - INFO - Epoch(val) [7][4600/6282] eta: 0:01:11 time: 0.0424 data_time: 0.0021 memory: 2281 2022/08/31 08:29:36 - mmengine - INFO - Epoch(val) [7][4620/6282] eta: 0:01:16 time: 0.0458 data_time: 0.0019 memory: 2281 2022/08/31 08:29:37 - mmengine - INFO - Epoch(val) [7][4640/6282] eta: 0:01:19 time: 0.0487 data_time: 0.0044 memory: 2312 2022/08/31 08:29:38 - mmengine - INFO - Epoch(val) [7][4660/6282] eta: 0:01:12 time: 0.0446 data_time: 0.0032 memory: 2312 2022/08/31 08:29:39 - mmengine - INFO - Epoch(val) [7][4680/6282] eta: 0:01:09 time: 0.0432 data_time: 0.0021 memory: 2312 2022/08/31 08:29:40 - mmengine - INFO - Epoch(val) [7][4700/6282] eta: 0:01:10 time: 0.0443 data_time: 0.0029 memory: 2312 2022/08/31 08:29:41 - mmengine - INFO - Epoch(val) [7][4720/6282] eta: 0:01:08 time: 0.0439 data_time: 0.0018 memory: 2312 2022/08/31 08:29:41 - mmengine - INFO - Epoch(val) [7][4740/6282] eta: 0:01:02 time: 0.0407 data_time: 0.0031 memory: 2292 2022/08/31 08:29:42 - mmengine - INFO - Epoch(val) [7][4760/6282] eta: 0:01:13 time: 0.0484 data_time: 0.0030 memory: 2292 2022/08/31 08:29:43 - mmengine - INFO - Epoch(val) [7][4780/6282] eta: 0:00:55 time: 0.0370 data_time: 0.0022 memory: 2292 2022/08/31 08:29:44 - mmengine - INFO - Epoch(val) [7][4800/6282] eta: 0:01:03 time: 0.0430 data_time: 0.0021 memory: 2292 2022/08/31 08:29:45 - mmengine - INFO - Epoch(val) [7][4820/6282] eta: 0:00:57 time: 0.0396 data_time: 0.0021 memory: 2308 2022/08/31 08:29:46 - mmengine - INFO - Epoch(val) [7][4840/6282] eta: 0:01:07 time: 0.0466 data_time: 0.0029 memory: 2308 2022/08/31 08:29:47 - mmengine - INFO - Epoch(val) [7][4860/6282] eta: 0:01:01 time: 0.0430 data_time: 0.0034 memory: 2308 2022/08/31 08:29:48 - mmengine - INFO - Epoch(val) [7][4880/6282] eta: 0:01:34 time: 0.0676 data_time: 0.0026 memory: 2308 2022/08/31 08:29:49 - mmengine - INFO - Epoch(val) [7][4900/6282] eta: 0:00:57 time: 0.0418 data_time: 0.0028 memory: 2308 2022/08/31 08:29:50 - mmengine - INFO - Epoch(val) [7][4920/6282] eta: 0:01:05 time: 0.0479 data_time: 0.0040 memory: 2310 2022/08/31 08:29:51 - mmengine - INFO - Epoch(val) [7][4940/6282] eta: 0:01:00 time: 0.0452 data_time: 0.0023 memory: 2310 2022/08/31 08:29:52 - mmengine - INFO - Epoch(val) [7][4960/6282] eta: 0:01:03 time: 0.0477 data_time: 0.0034 memory: 2310 2022/08/31 08:29:53 - mmengine - INFO - Epoch(val) [7][4980/6282] eta: 0:00:58 time: 0.0450 data_time: 0.0021 memory: 2310 2022/08/31 08:29:53 - mmengine - INFO - Epoch(val) [7][5000/6282] eta: 0:00:55 time: 0.0436 data_time: 0.0029 memory: 2310 2022/08/31 08:29:54 - mmengine - INFO - Epoch(val) [7][5020/6282] eta: 0:00:49 time: 0.0394 data_time: 0.0030 memory: 2310 2022/08/31 08:29:55 - mmengine - INFO - Epoch(val) [7][5040/6282] eta: 0:00:46 time: 0.0375 data_time: 0.0021 memory: 2281 2022/08/31 08:29:56 - mmengine - INFO - Epoch(val) [7][5060/6282] eta: 0:00:52 time: 0.0433 data_time: 0.0018 memory: 2281 2022/08/31 08:29:57 - mmengine - INFO - Epoch(val) [7][5080/6282] eta: 0:00:58 time: 0.0489 data_time: 0.0027 memory: 2281 2022/08/31 08:29:58 - mmengine - INFO - Epoch(val) [7][5100/6282] eta: 0:00:49 time: 0.0415 data_time: 0.0023 memory: 2281 2022/08/31 08:29:59 - mmengine - INFO - Epoch(val) [7][5120/6282] eta: 0:00:55 time: 0.0476 data_time: 0.0034 memory: 2281 2022/08/31 08:29:59 - mmengine - INFO - Epoch(val) [7][5140/6282] eta: 0:00:45 time: 0.0398 data_time: 0.0029 memory: 2279 2022/08/31 08:30:00 - mmengine - INFO - Epoch(val) [7][5160/6282] eta: 0:00:49 time: 0.0439 data_time: 0.0024 memory: 2279 2022/08/31 08:30:02 - mmengine - INFO - Epoch(val) [7][5180/6282] eta: 0:01:24 time: 0.0767 data_time: 0.0021 memory: 2279 2022/08/31 08:30:03 - mmengine - INFO - Epoch(val) [7][5200/6282] eta: 0:00:48 time: 0.0445 data_time: 0.0025 memory: 2279 2022/08/31 08:30:04 - mmengine - INFO - Epoch(val) [7][5220/6282] eta: 0:00:43 time: 0.0408 data_time: 0.0025 memory: 2279 2022/08/31 08:30:05 - mmengine - INFO - Epoch(val) [7][5240/6282] eta: 0:00:56 time: 0.0543 data_time: 0.0018 memory: 2282 2022/08/31 08:30:06 - mmengine - INFO - Epoch(val) [7][5260/6282] eta: 0:00:44 time: 0.0439 data_time: 0.0032 memory: 2279 2022/08/31 08:30:06 - mmengine - INFO - Epoch(val) [7][5280/6282] eta: 0:00:46 time: 0.0460 data_time: 0.0019 memory: 2279 2022/08/31 08:30:07 - mmengine - INFO - Epoch(val) [7][5300/6282] eta: 0:00:42 time: 0.0435 data_time: 0.0023 memory: 2279 2022/08/31 08:30:08 - mmengine - INFO - Epoch(val) [7][5320/6282] eta: 0:00:38 time: 0.0399 data_time: 0.0021 memory: 2279 2022/08/31 08:30:09 - mmengine - INFO - Epoch(val) [7][5340/6282] eta: 0:00:36 time: 0.0389 data_time: 0.0017 memory: 2279 2022/08/31 08:30:10 - mmengine - INFO - Epoch(val) [7][5360/6282] eta: 0:00:34 time: 0.0379 data_time: 0.0019 memory: 2279 2022/08/31 08:30:11 - mmengine - INFO - Epoch(val) [7][5380/6282] eta: 0:00:45 time: 0.0504 data_time: 0.0019 memory: 2279 2022/08/31 08:30:11 - mmengine - INFO - Epoch(val) [7][5400/6282] eta: 0:00:36 time: 0.0412 data_time: 0.0027 memory: 2279 2022/08/31 08:30:12 - mmengine - INFO - Epoch(val) [7][5420/6282] eta: 0:00:33 time: 0.0384 data_time: 0.0026 memory: 2279 2022/08/31 08:30:13 - mmengine - INFO - Epoch(val) [7][5440/6282] eta: 0:00:36 time: 0.0436 data_time: 0.0024 memory: 2279 2022/08/31 08:30:14 - mmengine - INFO - Epoch(val) [7][5460/6282] eta: 0:00:31 time: 0.0382 data_time: 0.0020 memory: 2279 2022/08/31 08:30:15 - mmengine - INFO - Epoch(val) [7][5480/6282] eta: 0:00:32 time: 0.0411 data_time: 0.0019 memory: 2279 2022/08/31 08:30:16 - mmengine - INFO - Epoch(val) [7][5500/6282] eta: 0:00:30 time: 0.0393 data_time: 0.0023 memory: 2279 2022/08/31 08:30:16 - mmengine - INFO - Epoch(val) [7][5520/6282] eta: 0:00:32 time: 0.0432 data_time: 0.0034 memory: 2289 2022/08/31 08:30:18 - mmengine - INFO - Epoch(val) [7][5540/6282] eta: 0:00:56 time: 0.0756 data_time: 0.0029 memory: 2289 2022/08/31 08:30:19 - mmengine - INFO - Epoch(val) [7][5560/6282] eta: 0:00:33 time: 0.0460 data_time: 0.0025 memory: 2289 2022/08/31 08:30:20 - mmengine - INFO - Epoch(val) [7][5580/6282] eta: 0:00:28 time: 0.0411 data_time: 0.0027 memory: 2289 2022/08/31 08:30:21 - mmengine - INFO - Epoch(val) [7][5600/6282] eta: 0:00:29 time: 0.0430 data_time: 0.0024 memory: 2289 2022/08/31 08:30:21 - mmengine - INFO - Epoch(val) [7][5620/6282] eta: 0:00:28 time: 0.0427 data_time: 0.0023 memory: 2289 2022/08/31 08:30:22 - mmengine - INFO - Epoch(val) [7][5640/6282] eta: 0:00:27 time: 0.0430 data_time: 0.0016 memory: 2279 2022/08/31 08:30:23 - mmengine - INFO - Epoch(val) [7][5660/6282] eta: 0:00:26 time: 0.0426 data_time: 0.0023 memory: 2279 2022/08/31 08:30:24 - mmengine - INFO - Epoch(val) [7][5680/6282] eta: 0:00:23 time: 0.0393 data_time: 0.0021 memory: 2279 2022/08/31 08:30:25 - mmengine - INFO - Epoch(val) [7][5700/6282] eta: 0:00:23 time: 0.0408 data_time: 0.0027 memory: 2279 2022/08/31 08:30:26 - mmengine - INFO - Epoch(val) [7][5720/6282] eta: 0:00:22 time: 0.0402 data_time: 0.0031 memory: 2296 2022/08/31 08:30:26 - mmengine - INFO - Epoch(val) [7][5740/6282] eta: 0:00:22 time: 0.0408 data_time: 0.0021 memory: 2296 2022/08/31 08:30:27 - mmengine - INFO - Epoch(val) [7][5760/6282] eta: 0:00:25 time: 0.0497 data_time: 0.0026 memory: 2296 2022/08/31 08:30:28 - mmengine - INFO - Epoch(val) [7][5780/6282] eta: 0:00:23 time: 0.0469 data_time: 0.0028 memory: 2296 2022/08/31 08:30:29 - mmengine - INFO - Epoch(val) [7][5800/6282] eta: 0:00:20 time: 0.0427 data_time: 0.0020 memory: 2296 2022/08/31 08:30:30 - mmengine - INFO - Epoch(val) [7][5820/6282] eta: 0:00:21 time: 0.0474 data_time: 0.0034 memory: 2296 2022/08/31 08:30:31 - mmengine - INFO - Epoch(val) [7][5840/6282] eta: 0:00:18 time: 0.0418 data_time: 0.0033 memory: 2289 2022/08/31 08:30:32 - mmengine - INFO - Epoch(val) [7][5860/6282] eta: 0:00:15 time: 0.0371 data_time: 0.0018 memory: 2289 2022/08/31 08:30:33 - mmengine - INFO - Epoch(val) [7][5880/6282] eta: 0:00:17 time: 0.0433 data_time: 0.0023 memory: 2289 2022/08/31 08:30:33 - mmengine - INFO - Epoch(val) [7][5900/6282] eta: 0:00:16 time: 0.0422 data_time: 0.0035 memory: 2289 2022/08/31 08:30:34 - mmengine - INFO - Epoch(val) [7][5920/6282] eta: 0:00:14 time: 0.0409 data_time: 0.0023 memory: 2289 2022/08/31 08:30:35 - mmengine - INFO - Epoch(val) [7][5940/6282] eta: 0:00:13 time: 0.0382 data_time: 0.0030 memory: 2279 2022/08/31 08:30:36 - mmengine - INFO - Epoch(val) [7][5960/6282] eta: 0:00:13 time: 0.0420 data_time: 0.0021 memory: 2279 2022/08/31 08:30:37 - mmengine - INFO - Epoch(val) [7][5980/6282] eta: 0:00:12 time: 0.0404 data_time: 0.0029 memory: 2279 2022/08/31 08:30:38 - mmengine - INFO - Epoch(val) [7][6000/6282] eta: 0:00:19 time: 0.0678 data_time: 0.0019 memory: 2308 2022/08/31 08:30:39 - mmengine - INFO - Epoch(val) [7][6020/6282] eta: 0:00:10 time: 0.0418 data_time: 0.0020 memory: 2308 2022/08/31 08:30:40 - mmengine - INFO - Epoch(val) [7][6040/6282] eta: 0:00:10 time: 0.0430 data_time: 0.0022 memory: 2308 2022/08/31 08:30:41 - mmengine - INFO - Epoch(val) [7][6060/6282] eta: 0:00:09 time: 0.0427 data_time: 0.0020 memory: 2308 2022/08/31 08:30:42 - mmengine - INFO - Epoch(val) [7][6080/6282] eta: 0:00:09 time: 0.0489 data_time: 0.0044 memory: 2308 2022/08/31 08:30:42 - mmengine - INFO - Epoch(val) [7][6100/6282] eta: 0:00:08 time: 0.0440 data_time: 0.0028 memory: 2308 2022/08/31 08:30:43 - mmengine - INFO - Epoch(val) [7][6120/6282] eta: 0:00:08 time: 0.0507 data_time: 0.0034 memory: 2308 2022/08/31 08:30:45 - mmengine - INFO - Epoch(val) [7][6140/6282] eta: 0:00:08 time: 0.0583 data_time: 0.0030 memory: 2308 2022/08/31 08:30:46 - mmengine - INFO - Epoch(val) [7][6160/6282] eta: 0:00:06 time: 0.0511 data_time: 0.0020 memory: 2308 2022/08/31 08:30:47 - mmengine - INFO - Epoch(val) [7][6180/6282] eta: 0:00:04 time: 0.0444 data_time: 0.0018 memory: 2308 2022/08/31 08:30:47 - mmengine - INFO - Epoch(val) [7][6200/6282] eta: 0:00:03 time: 0.0398 data_time: 0.0021 memory: 2308 2022/08/31 08:30:48 - mmengine - INFO - Epoch(val) [7][6220/6282] eta: 0:00:02 time: 0.0394 data_time: 0.0021 memory: 2308 2022/08/31 08:30:49 - mmengine - INFO - Epoch(val) [7][6240/6282] eta: 0:00:01 time: 0.0395 data_time: 0.0023 memory: 2308 2022/08/31 08:30:50 - mmengine - INFO - Epoch(val) [7][6260/6282] eta: 0:00:00 time: 0.0421 data_time: 0.0028 memory: 2308 2022/08/31 08:30:51 - mmengine - INFO - Epoch(val) [7][6280/6282] eta: 0:00:00 time: 0.0512 data_time: 0.0019 memory: 2308 2022/08/31 08:36:21 - mmengine - INFO - Epoch(val) [7][6282/6282] mAP/mAP@0.5IOU: 0.2323 2022/08/31 08:36:31 - mmengine - INFO - Epoch(train) [8][20/1921] lr: 1.5000e-01 eta: 3:36:29 time: 0.5240 data_time: 0.0395 memory: 8602 grad_norm: 0.0840 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.7917 recall@top3: 0.8690 prec@top3: 0.6786 recall@top5: 0.9762 prec@top5: 0.4571 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 08:36:42 - mmengine - INFO - Epoch(train) [8][40/1921] lr: 1.5000e-01 eta: 3:36:20 time: 0.5399 data_time: 0.0189 memory: 8474 grad_norm: 0.0823 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.9056 recall@top3: 0.8369 prec@top3: 0.7576 recall@top5: 0.9672 prec@top5: 0.5515 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 08:36:53 - mmengine - INFO - Epoch(train) [8][60/1921] lr: 1.5000e-01 eta: 3:36:09 time: 0.5231 data_time: 0.0224 memory: 8526 grad_norm: 0.0864 recall@thr=0.5: 0.5948 prec@thr=0.5: 0.6983 recall@top3: 0.6379 prec@top3: 0.5517 recall@top5: 0.8420 prec@top5: 0.4207 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 08:37:03 - mmengine - INFO - Epoch(train) [8][80/1921] lr: 1.5000e-01 eta: 3:35:59 time: 0.5159 data_time: 0.0213 memory: 8594 grad_norm: 0.0848 recall@thr=0.5: 0.7230 prec@thr=0.5: 0.7680 recall@top3: 0.8784 prec@top3: 0.7297 recall@top5: 0.9820 prec@top5: 0.4919 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 08:37:13 - mmengine - INFO - Epoch(train) [8][100/1921] lr: 1.5000e-01 eta: 3:35:48 time: 0.5114 data_time: 0.0257 memory: 8526 grad_norm: 0.0856 recall@thr=0.5: 0.6288 prec@thr=0.5: 0.7045 recall@top3: 0.6515 prec@top3: 0.5960 recall@top5: 0.8889 prec@top5: 0.5030 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 08:37:24 - mmengine - INFO - Epoch(train) [8][120/1921] lr: 1.5000e-01 eta: 3:35:38 time: 0.5293 data_time: 0.0360 memory: 8517 grad_norm: 0.0835 recall@thr=0.5: 0.5707 prec@thr=0.5: 0.7071 recall@top3: 0.7854 prec@top3: 0.6263 recall@top5: 0.9419 prec@top5: 0.4545 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 08:37:35 - mmengine - INFO - Epoch(train) [8][140/1921] lr: 1.5000e-01 eta: 3:35:28 time: 0.5355 data_time: 0.0217 memory: 8654 grad_norm: 0.0846 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.7202 recall@top3: 0.9048 prec@top3: 0.6071 recall@top5: 0.9702 prec@top5: 0.4000 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 08:37:45 - mmengine - INFO - Epoch(train) [8][160/1921] lr: 1.5000e-01 eta: 3:35:18 time: 0.5239 data_time: 0.0265 memory: 8482 grad_norm: 0.0886 recall@thr=0.5: 0.6329 prec@thr=0.5: 0.8143 recall@top3: 0.7248 prec@top3: 0.7287 recall@top5: 0.9500 prec@top5: 0.5814 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 08:37:55 - mmengine - INFO - Epoch(train) [8][180/1921] lr: 1.5000e-01 eta: 3:35:07 time: 0.5214 data_time: 0.0196 memory: 8517 grad_norm: 0.0845 recall@thr=0.5: 0.4966 prec@thr=0.5: 0.6288 recall@top3: 0.6996 prec@top3: 0.6288 recall@top5: 0.7795 prec@top5: 0.4364 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 08:38:06 - mmengine - INFO - Epoch(train) [8][200/1921] lr: 1.5000e-01 eta: 3:34:57 time: 0.5166 data_time: 0.0215 memory: 8482 grad_norm: 0.0880 recall@thr=0.5: 0.8272 prec@thr=0.5: 0.8577 recall@top3: 0.9370 prec@top3: 0.6341 recall@top5: 0.9878 prec@top5: 0.4049 loss_action_cls: 0.0382 loss: 0.0382 2022/08/31 08:38:16 - mmengine - INFO - Epoch(train) [8][220/1921] lr: 1.5000e-01 eta: 3:34:47 time: 0.5274 data_time: 0.0163 memory: 8542 grad_norm: 0.0829 recall@thr=0.5: 0.7419 prec@thr=0.5: 0.6989 recall@top3: 0.8387 prec@top3: 0.4731 recall@top5: 0.9731 prec@top5: 0.3419 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 08:38:27 - mmengine - INFO - Epoch(train) [8][240/1921] lr: 1.5000e-01 eta: 3:34:37 time: 0.5341 data_time: 0.0203 memory: 8612 grad_norm: 0.0843 recall@thr=0.5: 0.5837 prec@thr=0.5: 0.7444 recall@top3: 0.7152 prec@top3: 0.6519 recall@top5: 0.8611 prec@top5: 0.4844 loss_action_cls: 0.0376 loss: 0.0376 2022/08/31 08:38:37 - mmengine - INFO - Epoch(train) [8][260/1921] lr: 1.5000e-01 eta: 3:34:26 time: 0.5047 data_time: 0.0162 memory: 8552 grad_norm: 0.0866 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.8081 recall@top3: 0.7399 prec@top3: 0.7071 recall@top5: 0.8813 prec@top5: 0.5091 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 08:38:47 - mmengine - INFO - Epoch(train) [8][280/1921] lr: 1.5000e-01 eta: 3:34:15 time: 0.5085 data_time: 0.0198 memory: 8491 grad_norm: 0.0857 recall@thr=0.5: 0.7215 prec@thr=0.5: 0.7785 recall@top3: 0.8110 prec@top3: 0.7236 recall@top5: 0.9309 prec@top5: 0.5073 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 08:38:57 - mmengine - INFO - Epoch(train) [8][300/1921] lr: 1.5000e-01 eta: 3:34:04 time: 0.5058 data_time: 0.0161 memory: 8577 grad_norm: 0.0866 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8027 recall@top3: 0.8070 prec@top3: 0.6774 recall@top5: 0.9758 prec@top5: 0.5226 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 08:39:07 - mmengine - INFO - Epoch(train) [8][320/1921] lr: 1.5000e-01 eta: 3:33:53 time: 0.4995 data_time: 0.0235 memory: 8568 grad_norm: 0.0799 recall@thr=0.5: 0.6496 prec@thr=0.5: 0.6872 recall@top3: 0.7137 prec@top3: 0.5556 recall@top5: 0.9060 prec@top5: 0.4359 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 08:39:17 - mmengine - INFO - Epoch(train) [8][340/1921] lr: 1.5000e-01 eta: 3:33:42 time: 0.4979 data_time: 0.0127 memory: 8474 grad_norm: 0.0879 recall@thr=0.5: 0.8407 prec@thr=0.5: 0.8824 recall@top3: 0.8971 prec@top3: 0.6569 recall@top5: 0.9559 prec@top5: 0.4235 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 08:39:28 - mmengine - INFO - Epoch(train) [8][360/1921] lr: 1.5000e-01 eta: 3:33:32 time: 0.5492 data_time: 0.0196 memory: 8500 grad_norm: 0.0844 recall@thr=0.5: 0.6528 prec@thr=0.5: 0.7176 recall@top3: 0.7963 prec@top3: 0.6759 recall@top5: 0.9144 prec@top5: 0.4833 loss_action_cls: 0.0398 loss: 0.0398 2022/08/31 08:39:39 - mmengine - INFO - Epoch(train) [8][380/1921] lr: 1.5000e-01 eta: 3:33:22 time: 0.5183 data_time: 0.0169 memory: 8534 grad_norm: 0.0889 recall@thr=0.5: 0.6885 prec@thr=0.5: 0.7278 recall@top3: 0.8226 prec@top3: 0.7111 recall@top5: 0.9296 prec@top5: 0.4844 loss_action_cls: 0.0361 loss: 0.0361 2022/08/31 08:39:49 - mmengine - INFO - Epoch(train) [8][400/1921] lr: 1.5000e-01 eta: 3:33:11 time: 0.5183 data_time: 0.0215 memory: 8465 grad_norm: 0.0868 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8802 recall@top3: 0.8642 prec@top3: 0.6420 recall@top5: 0.9630 prec@top5: 0.4444 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 08:39:59 - mmengine - INFO - Epoch(train) [8][420/1921] lr: 1.5000e-01 eta: 3:33:00 time: 0.4969 data_time: 0.0162 memory: 8517 grad_norm: 0.0863 recall@thr=0.5: 0.7076 prec@thr=0.5: 0.7476 recall@top3: 0.7914 prec@top3: 0.6286 recall@top5: 0.9286 prec@top5: 0.4629 loss_action_cls: 0.0376 loss: 0.0376 2022/08/31 08:40:10 - mmengine - INFO - Epoch(train) [8][440/1921] lr: 1.5000e-01 eta: 3:32:50 time: 0.5365 data_time: 0.0179 memory: 8577 grad_norm: 0.0847 recall@thr=0.5: 0.6840 prec@thr=0.5: 0.7867 recall@top3: 0.8140 prec@top3: 0.6800 recall@top5: 0.9520 prec@top5: 0.4800 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 08:40:20 - mmengine - INFO - Epoch(train) [8][460/1921] lr: 1.5000e-01 eta: 3:32:39 time: 0.4870 data_time: 0.0164 memory: 8594 grad_norm: 0.0877 recall@thr=0.5: 0.6589 prec@thr=0.5: 0.8125 recall@top3: 0.8125 prec@top3: 0.6875 recall@top5: 0.9375 prec@top5: 0.4750 loss_action_cls: 0.0396 loss: 0.0396 2022/08/31 08:40:30 - mmengine - INFO - Epoch(train) [8][480/1921] lr: 1.5000e-01 eta: 3:32:28 time: 0.5196 data_time: 0.0185 memory: 8594 grad_norm: 0.0840 recall@thr=0.5: 0.8306 prec@thr=0.5: 0.8629 recall@top3: 0.8575 prec@top3: 0.7204 recall@top5: 0.9086 prec@top5: 0.4710 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 08:40:40 - mmengine - INFO - Epoch(train) [8][500/1921] lr: 1.5000e-01 eta: 3:32:17 time: 0.5087 data_time: 0.0164 memory: 8585 grad_norm: 0.0916 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.8048 recall@top3: 0.7214 prec@top3: 0.6381 recall@top5: 0.9190 prec@top5: 0.4914 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 08:40:50 - mmengine - INFO - Epoch(train) [8][520/1921] lr: 1.5000e-01 eta: 3:32:06 time: 0.4898 data_time: 0.0221 memory: 8542 grad_norm: 0.0906 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.7857 recall@top3: 0.7440 prec@top3: 0.6429 recall@top5: 0.9524 prec@top5: 0.4857 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 08:41:00 - mmengine - INFO - Epoch(train) [8][540/1921] lr: 1.5000e-01 eta: 3:31:56 time: 0.5282 data_time: 0.0138 memory: 8491 grad_norm: 0.0856 recall@thr=0.5: 0.7552 prec@thr=0.5: 0.7891 recall@top3: 0.8542 prec@top3: 0.6042 recall@top5: 0.9896 prec@top5: 0.4312 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 08:41:07 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 08:41:11 - mmengine - INFO - Epoch(train) [8][560/1921] lr: 1.5000e-01 eta: 3:31:46 time: 0.5289 data_time: 0.0214 memory: 8629 grad_norm: 0.0855 recall@thr=0.5: 0.6235 prec@thr=0.5: 0.6852 recall@top3: 0.8302 prec@top3: 0.5679 recall@top5: 0.9167 prec@top5: 0.4000 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 08:41:21 - mmengine - INFO - Epoch(train) [8][580/1921] lr: 1.5000e-01 eta: 3:31:34 time: 0.5003 data_time: 0.0176 memory: 8500 grad_norm: 0.0853 recall@thr=0.5: 0.6004 prec@thr=0.5: 0.6607 recall@top3: 0.6880 prec@top3: 0.5983 recall@top5: 0.8248 prec@top5: 0.4410 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 08:41:32 - mmengine - INFO - Epoch(train) [8][600/1921] lr: 1.5000e-01 eta: 3:31:24 time: 0.5233 data_time: 0.0235 memory: 8508 grad_norm: 0.0880 recall@thr=0.5: 0.6618 prec@thr=0.5: 0.6909 recall@top3: 0.7618 prec@top3: 0.6559 recall@top5: 0.9280 prec@top5: 0.4839 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 08:41:42 - mmengine - INFO - Epoch(train) [8][620/1921] lr: 1.5000e-01 eta: 3:31:14 time: 0.5187 data_time: 0.0223 memory: 8500 grad_norm: 0.0877 recall@thr=0.5: 0.7548 prec@thr=0.5: 0.7456 recall@top3: 0.8386 prec@top3: 0.7193 recall@top5: 0.9434 prec@top5: 0.4947 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 08:41:52 - mmengine - INFO - Epoch(train) [8][640/1921] lr: 1.5000e-01 eta: 3:31:02 time: 0.4912 data_time: 0.0203 memory: 8612 grad_norm: 0.0887 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.8578 recall@top3: 0.8137 prec@top3: 0.6275 recall@top5: 0.9118 prec@top5: 0.4353 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 08:42:02 - mmengine - INFO - Epoch(train) [8][660/1921] lr: 1.5000e-01 eta: 3:30:52 time: 0.5325 data_time: 0.0152 memory: 8457 grad_norm: 0.0881 recall@thr=0.5: 0.6318 prec@thr=0.5: 0.7702 recall@top3: 0.7303 prec@top3: 0.6667 recall@top5: 0.9333 prec@top5: 0.5212 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 08:42:13 - mmengine - INFO - Epoch(train) [8][680/1921] lr: 1.5000e-01 eta: 3:30:42 time: 0.5196 data_time: 0.0210 memory: 8508 grad_norm: 0.0876 recall@thr=0.5: 0.7616 prec@thr=0.5: 0.7500 recall@top3: 0.8218 prec@top3: 0.7315 recall@top5: 0.9213 prec@top5: 0.5111 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 08:42:23 - mmengine - INFO - Epoch(train) [8][700/1921] lr: 1.5000e-01 eta: 3:30:31 time: 0.5108 data_time: 0.0204 memory: 8534 grad_norm: 0.0838 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7344 recall@top3: 0.8698 prec@top3: 0.6771 recall@top5: 0.9688 prec@top5: 0.4562 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 08:42:34 - mmengine - INFO - Epoch(train) [8][720/1921] lr: 1.5000e-01 eta: 3:30:21 time: 0.5299 data_time: 0.0212 memory: 8671 grad_norm: 0.0843 recall@thr=0.5: 0.8046 prec@thr=0.5: 0.8333 recall@top3: 0.9253 prec@top3: 0.7356 recall@top5: 0.9828 prec@top5: 0.4759 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 08:42:44 - mmengine - INFO - Epoch(train) [8][740/1921] lr: 1.5000e-01 eta: 3:30:10 time: 0.4971 data_time: 0.0169 memory: 8577 grad_norm: 0.0863 recall@thr=0.5: 0.6179 prec@thr=0.5: 0.6972 recall@top3: 0.7683 prec@top3: 0.5935 recall@top5: 0.9512 prec@top5: 0.4537 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 08:42:54 - mmengine - INFO - Epoch(train) [8][760/1921] lr: 1.5000e-01 eta: 3:30:00 time: 0.5290 data_time: 0.0186 memory: 8491 grad_norm: 0.0852 recall@thr=0.5: 0.6868 prec@thr=0.5: 0.7157 recall@top3: 0.7931 prec@top3: 0.6471 recall@top5: 0.9647 prec@top5: 0.4824 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 08:43:04 - mmengine - INFO - Epoch(train) [8][780/1921] lr: 1.5000e-01 eta: 3:29:49 time: 0.5049 data_time: 0.0155 memory: 8482 grad_norm: 0.0885 recall@thr=0.5: 0.7377 prec@thr=0.5: 0.8873 recall@top3: 0.8186 prec@top3: 0.6765 recall@top5: 0.9632 prec@top5: 0.4882 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 08:43:15 - mmengine - INFO - Epoch(train) [8][800/1921] lr: 1.5000e-01 eta: 3:29:38 time: 0.5184 data_time: 0.0199 memory: 8534 grad_norm: 0.0862 recall@thr=0.5: 0.7989 prec@thr=0.5: 0.8764 recall@top3: 0.8264 prec@top3: 0.7586 recall@top5: 0.9575 prec@top5: 0.5517 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 08:43:25 - mmengine - INFO - Epoch(train) [8][820/1921] lr: 1.5000e-01 eta: 3:29:28 time: 0.5264 data_time: 0.0186 memory: 8568 grad_norm: 0.0871 recall@thr=0.5: 0.7873 prec@thr=0.5: 0.8300 recall@top3: 0.8540 prec@top3: 0.6133 recall@top5: 0.9840 prec@top5: 0.4400 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 08:43:35 - mmengine - INFO - Epoch(train) [8][840/1921] lr: 1.5000e-01 eta: 3:29:17 time: 0.4973 data_time: 0.0196 memory: 8594 grad_norm: 0.0895 recall@thr=0.5: 0.6937 prec@thr=0.5: 0.7387 recall@top3: 0.7545 prec@top3: 0.6486 recall@top5: 0.8986 prec@top5: 0.4811 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 08:43:45 - mmengine - INFO - Epoch(train) [8][860/1921] lr: 1.5000e-01 eta: 3:29:06 time: 0.5098 data_time: 0.0141 memory: 8517 grad_norm: 0.0862 recall@thr=0.5: 0.8089 prec@thr=0.5: 0.8902 recall@top3: 0.9317 prec@top3: 0.7561 recall@top5: 0.9756 prec@top5: 0.4829 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 08:43:55 - mmengine - INFO - Epoch(train) [8][880/1921] lr: 1.5000e-01 eta: 3:28:55 time: 0.4918 data_time: 0.0182 memory: 8637 grad_norm: 0.0857 recall@thr=0.5: 0.6742 prec@thr=0.5: 0.7576 recall@top3: 0.8182 prec@top3: 0.6263 recall@top5: 0.9040 prec@top5: 0.4364 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 08:44:06 - mmengine - INFO - Epoch(train) [8][900/1921] lr: 1.5000e-01 eta: 3:28:44 time: 0.5255 data_time: 0.0138 memory: 8526 grad_norm: 0.0859 recall@thr=0.5: 0.6505 prec@thr=0.5: 0.6505 recall@top3: 0.7903 prec@top3: 0.5376 recall@top5: 0.9032 prec@top5: 0.3871 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 08:44:16 - mmengine - INFO - Epoch(train) [8][920/1921] lr: 1.5000e-01 eta: 3:28:33 time: 0.4957 data_time: 0.0186 memory: 8559 grad_norm: 0.0852 recall@thr=0.5: 0.7698 prec@thr=0.5: 0.8651 recall@top3: 0.8194 prec@top3: 0.6587 recall@top5: 0.9623 prec@top5: 0.4857 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 08:44:26 - mmengine - INFO - Epoch(train) [8][940/1921] lr: 1.5000e-01 eta: 3:28:23 time: 0.5271 data_time: 0.0162 memory: 8534 grad_norm: 0.0867 recall@thr=0.5: 0.7937 prec@thr=0.5: 0.7897 recall@top3: 0.8611 prec@top3: 0.6429 recall@top5: 0.9603 prec@top5: 0.4429 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 08:44:36 - mmengine - INFO - Epoch(train) [8][960/1921] lr: 1.5000e-01 eta: 3:28:12 time: 0.5000 data_time: 0.0186 memory: 8585 grad_norm: 0.0846 recall@thr=0.5: 0.6575 prec@thr=0.5: 0.7184 recall@top3: 0.6977 prec@top3: 0.6207 recall@top5: 0.8667 prec@top5: 0.4828 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 08:44:47 - mmengine - INFO - Epoch(train) [8][980/1921] lr: 1.5000e-01 eta: 3:28:02 time: 0.5326 data_time: 0.0152 memory: 8594 grad_norm: 0.0839 recall@thr=0.5: 0.7566 prec@thr=0.5: 0.7895 recall@top3: 0.8092 prec@top3: 0.6754 recall@top5: 0.9145 prec@top5: 0.4684 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 08:44:57 - mmengine - INFO - Epoch(train) [8][1000/1921] lr: 1.5000e-01 eta: 3:27:51 time: 0.4912 data_time: 0.0211 memory: 8542 grad_norm: 0.0873 recall@thr=0.5: 0.8253 prec@thr=0.5: 0.8183 recall@top3: 0.8468 prec@top3: 0.6882 recall@top5: 0.9758 prec@top5: 0.4903 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 08:45:07 - mmengine - INFO - Epoch(train) [8][1020/1921] lr: 1.5000e-01 eta: 3:27:40 time: 0.5082 data_time: 0.0156 memory: 8517 grad_norm: 0.0891 recall@thr=0.5: 0.7068 prec@thr=0.5: 0.9062 recall@top3: 0.7500 prec@top3: 0.6420 recall@top5: 0.9198 prec@top5: 0.4963 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 08:45:17 - mmengine - INFO - Epoch(train) [8][1040/1921] lr: 1.5000e-01 eta: 3:27:29 time: 0.4955 data_time: 0.0208 memory: 8457 grad_norm: 0.0931 recall@thr=0.5: 0.7185 prec@thr=0.5: 0.8018 recall@top3: 0.8649 prec@top3: 0.6937 recall@top5: 0.9482 prec@top5: 0.4703 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 08:45:27 - mmengine - INFO - Epoch(train) [8][1060/1921] lr: 1.5000e-01 eta: 3:27:18 time: 0.5281 data_time: 0.0139 memory: 8689 grad_norm: 0.0860 recall@thr=0.5: 0.7985 prec@thr=0.5: 0.8951 recall@top3: 0.8618 prec@top3: 0.6863 recall@top5: 0.9368 prec@top5: 0.4706 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 08:45:38 - mmengine - INFO - Epoch(train) [8][1080/1921] lr: 1.5000e-01 eta: 3:27:08 time: 0.5216 data_time: 0.0195 memory: 8491 grad_norm: 0.0904 recall@thr=0.5: 0.6433 prec@thr=0.5: 0.7733 recall@top3: 0.7933 prec@top3: 0.7067 recall@top5: 0.9667 prec@top5: 0.5440 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 08:45:48 - mmengine - INFO - Epoch(train) [8][1100/1921] lr: 1.5000e-01 eta: 3:26:58 time: 0.5178 data_time: 0.0144 memory: 8534 grad_norm: 0.0929 recall@thr=0.5: 0.7862 prec@thr=0.5: 0.8333 recall@top3: 0.8786 prec@top3: 0.6812 recall@top5: 0.9656 prec@top5: 0.4522 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 08:45:58 - mmengine - INFO - Epoch(train) [8][1120/1921] lr: 1.5000e-01 eta: 3:26:47 time: 0.5061 data_time: 0.0188 memory: 8594 grad_norm: 0.0879 recall@thr=0.5: 0.7604 prec@thr=0.5: 0.8594 recall@top3: 0.8490 prec@top3: 0.7604 recall@top5: 0.9505 prec@top5: 0.5187 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 08:46:09 - mmengine - INFO - Epoch(train) [8][1140/1921] lr: 1.5000e-01 eta: 3:26:37 time: 0.5454 data_time: 0.0154 memory: 8602 grad_norm: 0.0859 recall@thr=0.5: 0.6356 prec@thr=0.5: 0.7011 recall@top3: 0.7287 prec@top3: 0.6782 recall@top5: 0.9057 prec@top5: 0.5172 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 08:46:19 - mmengine - INFO - Epoch(train) [8][1160/1921] lr: 1.5000e-01 eta: 3:26:27 time: 0.5249 data_time: 0.0194 memory: 8542 grad_norm: 0.0892 recall@thr=0.5: 0.6967 prec@thr=0.5: 0.7533 recall@top3: 0.8700 prec@top3: 0.7200 recall@top5: 1.0000 prec@top5: 0.5040 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 08:46:29 - mmengine - INFO - Epoch(train) [8][1180/1921] lr: 1.5000e-01 eta: 3:26:16 time: 0.4982 data_time: 0.0157 memory: 8568 grad_norm: 0.0815 recall@thr=0.5: 0.5746 prec@thr=0.5: 0.6623 recall@top3: 0.7917 prec@top3: 0.6140 recall@top5: 0.9605 prec@top5: 0.4474 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 08:46:40 - mmengine - INFO - Epoch(train) [8][1200/1921] lr: 1.5000e-01 eta: 3:26:05 time: 0.5122 data_time: 0.0165 memory: 8585 grad_norm: 0.0859 recall@thr=0.5: 0.7741 prec@thr=0.5: 0.9167 recall@top3: 0.8487 prec@top3: 0.7105 recall@top5: 0.9232 prec@top5: 0.4789 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 08:46:50 - mmengine - INFO - Epoch(train) [8][1220/1921] lr: 1.5000e-01 eta: 3:25:54 time: 0.5078 data_time: 0.0159 memory: 8534 grad_norm: 0.0853 recall@thr=0.5: 0.6280 prec@thr=0.5: 0.7232 recall@top3: 0.7173 prec@top3: 0.6071 recall@top5: 0.9881 prec@top5: 0.5071 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 08:47:01 - mmengine - INFO - Epoch(train) [8][1240/1921] lr: 1.5000e-01 eta: 3:25:45 time: 0.5558 data_time: 0.0199 memory: 8559 grad_norm: 0.0843 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6467 recall@top3: 0.7867 prec@top3: 0.5733 recall@top5: 0.9467 prec@top5: 0.4120 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 08:47:11 - mmengine - INFO - Epoch(train) [8][1260/1921] lr: 1.5000e-01 eta: 3:25:34 time: 0.5068 data_time: 0.0152 memory: 8585 grad_norm: 0.0859 recall@thr=0.5: 0.7545 prec@thr=0.5: 0.7365 recall@top3: 0.8536 prec@top3: 0.6486 recall@top5: 0.9550 prec@top5: 0.4432 loss_action_cls: 0.0381 loss: 0.0381 2022/08/31 08:47:22 - mmengine - INFO - Epoch(train) [8][1280/1921] lr: 1.5000e-01 eta: 3:25:24 time: 0.5355 data_time: 0.0190 memory: 8526 grad_norm: 0.0860 recall@thr=0.5: 0.6252 prec@thr=0.5: 0.7541 recall@top3: 0.7382 prec@top3: 0.7154 recall@top5: 0.9126 prec@top5: 0.5561 loss_action_cls: 0.0367 loss: 0.0367 2022/08/31 08:47:32 - mmengine - INFO - Epoch(train) [8][1300/1921] lr: 1.5000e-01 eta: 3:25:13 time: 0.4986 data_time: 0.0168 memory: 8568 grad_norm: 0.0861 recall@thr=0.5: 0.6826 prec@thr=0.5: 0.8280 recall@top3: 0.8014 prec@top3: 0.5887 recall@top5: 0.9184 prec@top5: 0.4085 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 08:47:42 - mmengine - INFO - Epoch(train) [8][1320/1921] lr: 1.5000e-01 eta: 3:25:03 time: 0.5228 data_time: 0.0169 memory: 8508 grad_norm: 0.0893 recall@thr=0.5: 0.7732 prec@thr=0.5: 0.9006 recall@top3: 0.8744 prec@top3: 0.8214 recall@top5: 0.9768 prec@top5: 0.5786 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 08:47:53 - mmengine - INFO - Epoch(train) [8][1340/1921] lr: 1.5000e-01 eta: 3:24:53 time: 0.5282 data_time: 0.0173 memory: 8552 grad_norm: 0.0860 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.8654 recall@top3: 0.9167 prec@top3: 0.6795 recall@top5: 1.0000 prec@top5: 0.4538 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 08:48:03 - mmengine - INFO - Epoch(train) [8][1360/1921] lr: 1.5000e-01 eta: 3:24:43 time: 0.5264 data_time: 0.0181 memory: 8552 grad_norm: 0.0856 recall@thr=0.5: 0.8078 prec@thr=0.5: 0.7905 recall@top3: 0.8061 prec@top3: 0.7347 recall@top5: 0.9677 prec@top5: 0.5224 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 08:48:13 - mmengine - INFO - Epoch(train) [8][1380/1921] lr: 1.5000e-01 eta: 3:24:32 time: 0.5014 data_time: 0.0158 memory: 8508 grad_norm: 0.0899 recall@thr=0.5: 0.6892 prec@thr=0.5: 0.7770 recall@top3: 0.7485 prec@top3: 0.6667 recall@top5: 0.9314 prec@top5: 0.5235 loss_action_cls: 0.0361 loss: 0.0361 2022/08/31 08:48:24 - mmengine - INFO - Epoch(train) [8][1400/1921] lr: 1.5000e-01 eta: 3:24:21 time: 0.5150 data_time: 0.0172 memory: 8552 grad_norm: 0.0847 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.9476 recall@top3: 0.8429 prec@top3: 0.8762 recall@top5: 0.9571 prec@top5: 0.6057 loss_action_cls: 0.0380 loss: 0.0380 2022/08/31 08:48:34 - mmengine - INFO - Epoch(train) [8][1420/1921] lr: 1.5000e-01 eta: 3:24:11 time: 0.5177 data_time: 0.0158 memory: 8585 grad_norm: 0.0857 recall@thr=0.5: 0.7267 prec@thr=0.5: 0.7070 recall@top3: 0.7353 prec@top3: 0.6733 recall@top5: 0.9103 prec@top5: 0.5040 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 08:48:45 - mmengine - INFO - Epoch(train) [8][1440/1921] lr: 1.5000e-01 eta: 3:24:00 time: 0.5311 data_time: 0.0204 memory: 8620 grad_norm: 0.0892 recall@thr=0.5: 0.7057 prec@thr=0.5: 0.7318 recall@top3: 0.7979 prec@top3: 0.6458 recall@top5: 0.9042 prec@top5: 0.4562 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 08:48:55 - mmengine - INFO - Epoch(train) [8][1460/1921] lr: 1.5000e-01 eta: 3:23:50 time: 0.5210 data_time: 0.0167 memory: 8508 grad_norm: 0.0906 recall@thr=0.5: 0.5102 prec@thr=0.5: 0.6841 recall@top3: 0.7093 prec@top3: 0.5691 recall@top5: 0.8902 prec@top5: 0.4439 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 08:49:06 - mmengine - INFO - Epoch(train) [8][1480/1921] lr: 1.5000e-01 eta: 3:23:40 time: 0.5247 data_time: 0.0223 memory: 8526 grad_norm: 0.0852 recall@thr=0.5: 0.7848 prec@thr=0.5: 0.7868 recall@top3: 0.8020 prec@top3: 0.6471 recall@top5: 0.8912 prec@top5: 0.4471 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 08:49:16 - mmengine - INFO - Epoch(train) [8][1500/1921] lr: 1.5000e-01 eta: 3:23:29 time: 0.5190 data_time: 0.0204 memory: 8447 grad_norm: 0.0901 recall@thr=0.5: 0.7358 prec@thr=0.5: 0.8374 recall@top3: 0.8557 prec@top3: 0.7561 recall@top5: 0.9817 prec@top5: 0.5268 loss_action_cls: 0.0390 loss: 0.0390 2022/08/31 08:49:26 - mmengine - INFO - Epoch(train) [8][1520/1921] lr: 1.5000e-01 eta: 3:23:19 time: 0.5063 data_time: 0.0192 memory: 8474 grad_norm: 0.0855 recall@thr=0.5: 0.7410 prec@thr=0.5: 0.7577 recall@top3: 0.8086 prec@top3: 0.6306 recall@top5: 0.9032 prec@top5: 0.4378 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 08:49:37 - mmengine - INFO - Epoch(train) [8][1540/1921] lr: 1.5000e-01 eta: 3:23:08 time: 0.5220 data_time: 0.0161 memory: 8517 grad_norm: 0.0849 recall@thr=0.5: 0.8986 prec@thr=0.5: 0.8468 recall@top3: 0.9257 prec@top3: 0.7387 recall@top5: 0.9910 prec@top5: 0.4919 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 08:49:43 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 08:49:47 - mmengine - INFO - Epoch(train) [8][1560/1921] lr: 1.5000e-01 eta: 3:22:58 time: 0.5375 data_time: 0.0227 memory: 8534 grad_norm: 0.0916 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.7354 recall@top3: 0.8167 prec@top3: 0.5833 recall@top5: 0.9500 prec@top5: 0.4150 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 08:49:58 - mmengine - INFO - Epoch(train) [8][1580/1921] lr: 1.5000e-01 eta: 3:22:48 time: 0.5122 data_time: 0.0168 memory: 8568 grad_norm: 0.0833 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.9020 recall@top3: 0.8578 prec@top3: 0.6961 recall@top5: 0.9559 prec@top5: 0.4824 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 08:50:08 - mmengine - INFO - Epoch(train) [8][1600/1921] lr: 1.5000e-01 eta: 3:22:37 time: 0.5248 data_time: 0.0189 memory: 8508 grad_norm: 0.0861 recall@thr=0.5: 0.5530 prec@thr=0.5: 0.7444 recall@top3: 0.7674 prec@top3: 0.6519 recall@top5: 0.9222 prec@top5: 0.4800 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 08:50:18 - mmengine - INFO - Epoch(train) [8][1620/1921] lr: 1.5000e-01 eta: 3:22:26 time: 0.4982 data_time: 0.0163 memory: 8559 grad_norm: 0.0890 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.6823 recall@top3: 0.8646 prec@top3: 0.5833 recall@top5: 0.9563 prec@top5: 0.4125 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 08:50:28 - mmengine - INFO - Epoch(train) [8][1640/1921] lr: 1.5000e-01 eta: 3:22:16 time: 0.5152 data_time: 0.0156 memory: 8500 grad_norm: 0.0855 recall@thr=0.5: 0.6640 prec@thr=0.5: 0.7328 recall@top3: 0.6989 prec@top3: 0.6882 recall@top5: 0.9597 prec@top5: 0.5742 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 08:50:38 - mmengine - INFO - Epoch(train) [8][1660/1921] lr: 1.5000e-01 eta: 3:22:05 time: 0.4991 data_time: 0.0164 memory: 8612 grad_norm: 0.0883 recall@thr=0.5: 0.8583 prec@thr=0.5: 0.7980 recall@top3: 0.8575 prec@top3: 0.7381 recall@top5: 0.9524 prec@top5: 0.5048 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 08:50:49 - mmengine - INFO - Epoch(train) [8][1680/1921] lr: 1.5000e-01 eta: 3:21:55 time: 0.5336 data_time: 0.0131 memory: 8552 grad_norm: 0.0919 recall@thr=0.5: 0.6959 prec@thr=0.5: 0.7477 recall@top3: 0.8761 prec@top3: 0.6036 recall@top5: 0.9347 prec@top5: 0.3838 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 08:50:59 - mmengine - INFO - Epoch(train) [8][1700/1921] lr: 1.5000e-01 eta: 3:21:44 time: 0.5187 data_time: 0.0178 memory: 8568 grad_norm: 0.0859 recall@thr=0.5: 0.5809 prec@thr=0.5: 0.7304 recall@top3: 0.7083 prec@top3: 0.5392 recall@top5: 0.8725 prec@top5: 0.4059 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 08:51:09 - mmengine - INFO - Epoch(train) [8][1720/1921] lr: 1.5000e-01 eta: 3:21:33 time: 0.4942 data_time: 0.0167 memory: 8508 grad_norm: 0.0869 recall@thr=0.5: 0.8297 prec@thr=0.5: 0.7319 recall@top3: 0.8804 prec@top3: 0.6449 recall@top5: 1.0000 prec@top5: 0.4478 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 08:51:19 - mmengine - INFO - Epoch(train) [8][1740/1921] lr: 1.5000e-01 eta: 3:21:22 time: 0.5099 data_time: 0.0166 memory: 8594 grad_norm: 0.0846 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.8210 recall@top3: 0.8988 prec@top3: 0.6667 recall@top5: 0.9556 prec@top5: 0.4444 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 08:51:29 - mmengine - INFO - Epoch(train) [8][1760/1921] lr: 1.5000e-01 eta: 3:21:11 time: 0.4941 data_time: 0.0160 memory: 8517 grad_norm: 0.0841 recall@thr=0.5: 0.5705 prec@thr=0.5: 0.7735 recall@top3: 0.7500 prec@top3: 0.6838 recall@top5: 0.9017 prec@top5: 0.5179 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 08:51:40 - mmengine - INFO - Epoch(train) [8][1780/1921] lr: 1.5000e-01 eta: 3:21:02 time: 0.5439 data_time: 0.0165 memory: 8482 grad_norm: 0.0824 recall@thr=0.5: 0.7161 prec@thr=0.5: 0.8411 recall@top3: 0.7943 prec@top3: 0.6146 recall@top5: 0.8880 prec@top5: 0.4187 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 08:51:50 - mmengine - INFO - Epoch(train) [8][1800/1921] lr: 1.5000e-01 eta: 3:20:51 time: 0.5103 data_time: 0.0196 memory: 8517 grad_norm: 0.0867 recall@thr=0.5: 0.6198 prec@thr=0.5: 0.6224 recall@top3: 0.8385 prec@top3: 0.5417 recall@top5: 0.9479 prec@top5: 0.3875 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 08:52:01 - mmengine - INFO - Epoch(train) [8][1820/1921] lr: 1.5000e-01 eta: 3:20:41 time: 0.5258 data_time: 0.0197 memory: 8559 grad_norm: 0.0842 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.7917 recall@top3: 0.8601 prec@top3: 0.5238 recall@top5: 0.9792 prec@top5: 0.3571 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 08:52:11 - mmengine - INFO - Epoch(train) [8][1840/1921] lr: 1.5000e-01 eta: 3:20:30 time: 0.4978 data_time: 0.0194 memory: 8662 grad_norm: 0.0886 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.9042 recall@top3: 0.9083 prec@top3: 0.7833 recall@top5: 0.9792 prec@top5: 0.5050 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 08:52:21 - mmengine - INFO - Epoch(train) [8][1860/1921] lr: 1.5000e-01 eta: 3:20:19 time: 0.5143 data_time: 0.0198 memory: 8585 grad_norm: 0.0851 recall@thr=0.5: 0.7951 prec@thr=0.5: 0.8524 recall@top3: 0.9375 prec@top3: 0.7014 recall@top5: 0.9601 prec@top5: 0.4375 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 08:52:31 - mmengine - INFO - Epoch(train) [8][1880/1921] lr: 1.5000e-01 eta: 3:20:08 time: 0.5010 data_time: 0.0191 memory: 8491 grad_norm: 0.0875 recall@thr=0.5: 0.8475 prec@thr=0.5: 0.8701 recall@top3: 0.8858 prec@top3: 0.5980 recall@top5: 0.9564 prec@top5: 0.4059 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 08:52:42 - mmengine - INFO - Epoch(train) [8][1900/1921] lr: 1.5000e-01 eta: 3:19:58 time: 0.5403 data_time: 0.0199 memory: 8629 grad_norm: 0.0876 recall@thr=0.5: 0.6265 prec@thr=0.5: 0.7328 recall@top3: 0.7196 prec@top3: 0.6863 recall@top5: 0.9221 prec@top5: 0.5235 loss_action_cls: 0.0404 loss: 0.0404 2022/08/31 08:52:52 - mmengine - INFO - Epoch(train) [8][1920/1921] lr: 1.5000e-01 eta: 3:19:47 time: 0.4967 data_time: 0.0190 memory: 8517 grad_norm: 0.0901 recall@thr=0.5: 0.7115 prec@thr=0.5: 0.7137 recall@top3: 0.7756 prec@top3: 0.6239 recall@top5: 0.9209 prec@top5: 0.4513 loss_action_cls: 0.0389 loss: 0.0389 2022/08/31 08:52:52 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 08:52:52 - mmengine - INFO - Epoch(train) [8][1921/1921] lr: 1.5000e-01 eta: 3:19:47 time: 0.4878 data_time: 0.0179 memory: 6311 grad_norm: 0.0913 recall@thr=0.5: 0.8611 prec@thr=0.5: 0.7361 recall@top3: 0.8958 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4750 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 08:52:53 - mmengine - INFO - Epoch(val) [8][20/6282] eta: 0:05:11 time: 0.0497 data_time: 0.0107 memory: 2274 2022/08/31 08:52:54 - mmengine - INFO - Epoch(val) [8][40/6282] eta: 0:04:07 time: 0.0396 data_time: 0.0028 memory: 2274 2022/08/31 08:52:55 - mmengine - INFO - Epoch(val) [8][60/6282] eta: 0:04:24 time: 0.0426 data_time: 0.0026 memory: 2274 2022/08/31 08:52:56 - mmengine - INFO - Epoch(val) [8][80/6282] eta: 0:04:19 time: 0.0418 data_time: 0.0021 memory: 2274 2022/08/31 08:52:57 - mmengine - INFO - Epoch(val) [8][100/6282] eta: 0:04:18 time: 0.0419 data_time: 0.0030 memory: 2274 2022/08/31 08:52:58 - mmengine - INFO - Epoch(val) [8][120/6282] eta: 0:05:02 time: 0.0491 data_time: 0.0028 memory: 2308 2022/08/31 08:52:59 - mmengine - INFO - Epoch(val) [8][140/6282] eta: 0:04:25 time: 0.0432 data_time: 0.0018 memory: 2308 2022/08/31 08:53:00 - mmengine - INFO - Epoch(val) [8][160/6282] eta: 0:07:02 time: 0.0691 data_time: 0.0062 memory: 2308 2022/08/31 08:53:01 - mmengine - INFO - Epoch(val) [8][180/6282] eta: 0:04:38 time: 0.0456 data_time: 0.0026 memory: 2308 2022/08/31 08:53:02 - mmengine - INFO - Epoch(val) [8][200/6282] eta: 0:04:29 time: 0.0443 data_time: 0.0035 memory: 2308 2022/08/31 08:53:03 - mmengine - INFO - Epoch(val) [8][220/6282] eta: 0:04:13 time: 0.0418 data_time: 0.0026 memory: 2279 2022/08/31 08:53:03 - mmengine - INFO - Epoch(val) [8][240/6282] eta: 0:04:21 time: 0.0433 data_time: 0.0021 memory: 2279 2022/08/31 08:53:04 - mmengine - INFO - Epoch(val) [8][260/6282] eta: 0:04:04 time: 0.0406 data_time: 0.0043 memory: 2279 2022/08/31 08:53:05 - mmengine - INFO - Epoch(val) [8][280/6282] eta: 0:04:29 time: 0.0449 data_time: 0.0017 memory: 2279 2022/08/31 08:53:06 - mmengine - INFO - Epoch(val) [8][300/6282] eta: 0:04:26 time: 0.0445 data_time: 0.0024 memory: 2308 2022/08/31 08:53:07 - mmengine - INFO - Epoch(val) [8][320/6282] eta: 0:05:11 time: 0.0522 data_time: 0.0023 memory: 2308 2022/08/31 08:53:08 - mmengine - INFO - Epoch(val) [8][340/6282] eta: 0:04:45 time: 0.0481 data_time: 0.0028 memory: 2308 2022/08/31 08:53:09 - mmengine - INFO - Epoch(val) [8][360/6282] eta: 0:04:50 time: 0.0491 data_time: 0.0025 memory: 2308 2022/08/31 08:53:10 - mmengine - INFO - Epoch(val) [8][380/6282] eta: 0:04:45 time: 0.0484 data_time: 0.0035 memory: 2308 2022/08/31 08:53:11 - mmengine - INFO - Epoch(val) [8][400/6282] eta: 0:04:11 time: 0.0428 data_time: 0.0016 memory: 2308 2022/08/31 08:53:12 - mmengine - INFO - Epoch(val) [8][420/6282] eta: 0:04:03 time: 0.0416 data_time: 0.0028 memory: 2281 2022/08/31 08:53:13 - mmengine - INFO - Epoch(val) [8][440/6282] eta: 0:04:15 time: 0.0437 data_time: 0.0020 memory: 2281 2022/08/31 08:53:13 - mmengine - INFO - Epoch(val) [8][460/6282] eta: 0:03:58 time: 0.0410 data_time: 0.0022 memory: 2281 2022/08/31 08:53:14 - mmengine - INFO - Epoch(val) [8][480/6282] eta: 0:04:08 time: 0.0428 data_time: 0.0027 memory: 2281 2022/08/31 08:53:15 - mmengine - INFO - Epoch(val) [8][500/6282] eta: 0:04:05 time: 0.0424 data_time: 0.0026 memory: 2281 2022/08/31 08:53:16 - mmengine - INFO - Epoch(val) [8][520/6282] eta: 0:03:40 time: 0.0383 data_time: 0.0018 memory: 2279 2022/08/31 08:53:17 - mmengine - INFO - Epoch(val) [8][540/6282] eta: 0:04:24 time: 0.0461 data_time: 0.0021 memory: 2279 2022/08/31 08:53:18 - mmengine - INFO - Epoch(val) [8][560/6282] eta: 0:04:11 time: 0.0439 data_time: 0.0027 memory: 2279 2022/08/31 08:53:19 - mmengine - INFO - Epoch(val) [8][580/6282] eta: 0:04:09 time: 0.0437 data_time: 0.0029 memory: 2279 2022/08/31 08:53:20 - mmengine - INFO - Epoch(val) [8][600/6282] eta: 0:06:40 time: 0.0705 data_time: 0.0027 memory: 2279 2022/08/31 08:53:21 - mmengine - INFO - Epoch(val) [8][620/6282] eta: 0:04:03 time: 0.0431 data_time: 0.0026 memory: 2279 2022/08/31 08:53:22 - mmengine - INFO - Epoch(val) [8][640/6282] eta: 0:03:53 time: 0.0414 data_time: 0.0023 memory: 2277 2022/08/31 08:53:23 - mmengine - INFO - Epoch(val) [8][660/6282] eta: 0:03:56 time: 0.0421 data_time: 0.0021 memory: 2277 2022/08/31 08:53:23 - mmengine - INFO - Epoch(val) [8][680/6282] eta: 0:03:55 time: 0.0420 data_time: 0.0018 memory: 2277 2022/08/31 08:53:24 - mmengine - INFO - Epoch(val) [8][700/6282] eta: 0:03:51 time: 0.0415 data_time: 0.0025 memory: 2277 2022/08/31 08:53:26 - mmengine - INFO - Epoch(val) [8][720/6282] eta: 0:05:44 time: 0.0620 data_time: 0.0033 memory: 2319 2022/08/31 08:53:27 - mmengine - INFO - Epoch(val) [8][740/6282] eta: 0:05:04 time: 0.0550 data_time: 0.0028 memory: 2308 2022/08/31 08:53:28 - mmengine - INFO - Epoch(val) [8][760/6282] eta: 0:04:52 time: 0.0530 data_time: 0.0025 memory: 2308 2022/08/31 08:53:29 - mmengine - INFO - Epoch(val) [8][780/6282] eta: 0:04:17 time: 0.0467 data_time: 0.0020 memory: 2308 2022/08/31 08:53:30 - mmengine - INFO - Epoch(val) [8][800/6282] eta: 0:04:15 time: 0.0465 data_time: 0.0027 memory: 2308 2022/08/31 08:53:30 - mmengine - INFO - Epoch(val) [8][820/6282] eta: 0:04:00 time: 0.0440 data_time: 0.0027 memory: 2308 2022/08/31 08:53:31 - mmengine - INFO - Epoch(val) [8][840/6282] eta: 0:04:10 time: 0.0460 data_time: 0.0026 memory: 2279 2022/08/31 08:53:32 - mmengine - INFO - Epoch(val) [8][860/6282] eta: 0:04:08 time: 0.0457 data_time: 0.0022 memory: 2279 2022/08/31 08:53:33 - mmengine - INFO - Epoch(val) [8][880/6282] eta: 0:04:00 time: 0.0444 data_time: 0.0019 memory: 2279 2022/08/31 08:53:34 - mmengine - INFO - Epoch(val) [8][900/6282] eta: 0:03:34 time: 0.0399 data_time: 0.0023 memory: 2279 2022/08/31 08:53:35 - mmengine - INFO - Epoch(val) [8][920/6282] eta: 0:04:15 time: 0.0477 data_time: 0.0027 memory: 2279 2022/08/31 08:53:36 - mmengine - INFO - Epoch(val) [8][940/6282] eta: 0:03:33 time: 0.0399 data_time: 0.0028 memory: 2274 2022/08/31 08:53:37 - mmengine - INFO - Epoch(val) [8][960/6282] eta: 0:03:32 time: 0.0400 data_time: 0.0029 memory: 2274 2022/08/31 08:53:37 - mmengine - INFO - Epoch(val) [8][980/6282] eta: 0:03:33 time: 0.0403 data_time: 0.0024 memory: 2274 2022/08/31 08:53:38 - mmengine - INFO - Epoch(val) [8][1000/6282] eta: 0:03:47 time: 0.0431 data_time: 0.0017 memory: 2274 2022/08/31 08:53:40 - mmengine - INFO - Epoch(val) [8][1020/6282] eta: 0:06:12 time: 0.0709 data_time: 0.0025 memory: 2279 2022/08/31 08:53:41 - mmengine - INFO - Epoch(val) [8][1040/6282] eta: 0:04:02 time: 0.0463 data_time: 0.0025 memory: 2279 2022/08/31 08:53:42 - mmengine - INFO - Epoch(val) [8][1060/6282] eta: 0:03:54 time: 0.0448 data_time: 0.0021 memory: 2279 2022/08/31 08:53:42 - mmengine - INFO - Epoch(val) [8][1080/6282] eta: 0:03:51 time: 0.0444 data_time: 0.0030 memory: 2279 2022/08/31 08:53:43 - mmengine - INFO - Epoch(val) [8][1100/6282] eta: 0:03:40 time: 0.0425 data_time: 0.0020 memory: 2279 2022/08/31 08:53:44 - mmengine - INFO - Epoch(val) [8][1120/6282] eta: 0:03:31 time: 0.0409 data_time: 0.0020 memory: 2279 2022/08/31 08:53:45 - mmengine - INFO - Epoch(val) [8][1140/6282] eta: 0:03:36 time: 0.0422 data_time: 0.0028 memory: 2279 2022/08/31 08:53:46 - mmengine - INFO - Epoch(val) [8][1160/6282] eta: 0:03:56 time: 0.0462 data_time: 0.0028 memory: 2279 2022/08/31 08:53:47 - mmengine - INFO - Epoch(val) [8][1180/6282] eta: 0:03:51 time: 0.0453 data_time: 0.0027 memory: 2279 2022/08/31 08:53:48 - mmengine - INFO - Epoch(val) [8][1200/6282] eta: 0:03:39 time: 0.0431 data_time: 0.0022 memory: 2279 2022/08/31 08:53:49 - mmengine - INFO - Epoch(val) [8][1220/6282] eta: 0:04:04 time: 0.0482 data_time: 0.0022 memory: 2279 2022/08/31 08:53:50 - mmengine - INFO - Epoch(val) [8][1240/6282] eta: 0:04:00 time: 0.0478 data_time: 0.0029 memory: 2308 2022/08/31 08:53:51 - mmengine - INFO - Epoch(val) [8][1260/6282] eta: 0:04:06 time: 0.0490 data_time: 0.0028 memory: 2308 2022/08/31 08:53:52 - mmengine - INFO - Epoch(val) [8][1280/6282] eta: 0:04:22 time: 0.0524 data_time: 0.0022 memory: 2308 2022/08/31 08:53:53 - mmengine - INFO - Epoch(val) [8][1300/6282] eta: 0:04:16 time: 0.0515 data_time: 0.0037 memory: 2308 2022/08/31 08:53:54 - mmengine - INFO - Epoch(val) [8][1320/6282] eta: 0:04:12 time: 0.0508 data_time: 0.0033 memory: 2308 2022/08/31 08:53:55 - mmengine - INFO - Epoch(val) [8][1340/6282] eta: 0:03:37 time: 0.0441 data_time: 0.0035 memory: 2308 2022/08/31 08:53:56 - mmengine - INFO - Epoch(val) [8][1360/6282] eta: 0:03:56 time: 0.0481 data_time: 0.0024 memory: 2308 2022/08/31 08:53:56 - mmengine - INFO - Epoch(val) [8][1380/6282] eta: 0:03:46 time: 0.0463 data_time: 0.0032 memory: 2308 2022/08/31 08:53:58 - mmengine - INFO - Epoch(val) [8][1400/6282] eta: 0:04:11 time: 0.0514 data_time: 0.0041 memory: 2308 2022/08/31 08:53:58 - mmengine - INFO - Epoch(val) [8][1420/6282] eta: 0:03:32 time: 0.0437 data_time: 0.0028 memory: 2308 2022/08/31 08:54:00 - mmengine - INFO - Epoch(val) [8][1440/6282] eta: 0:05:46 time: 0.0716 data_time: 0.0033 memory: 2308 2022/08/31 08:54:01 - mmengine - INFO - Epoch(val) [8][1460/6282] eta: 0:03:46 time: 0.0469 data_time: 0.0023 memory: 2308 2022/08/31 08:54:02 - mmengine - INFO - Epoch(val) [8][1480/6282] eta: 0:03:30 time: 0.0439 data_time: 0.0023 memory: 2308 2022/08/31 08:54:03 - mmengine - INFO - Epoch(val) [8][1500/6282] eta: 0:03:36 time: 0.0452 data_time: 0.0023 memory: 2308 2022/08/31 08:54:04 - mmengine - INFO - Epoch(val) [8][1520/6282] eta: 0:03:44 time: 0.0471 data_time: 0.0022 memory: 2352 2022/08/31 08:54:04 - mmengine - INFO - Epoch(val) [8][1540/6282] eta: 0:03:48 time: 0.0481 data_time: 0.0028 memory: 2352 2022/08/31 08:54:05 - mmengine - INFO - Epoch(val) [8][1560/6282] eta: 0:03:43 time: 0.0474 data_time: 0.0026 memory: 2352 2022/08/31 08:54:06 - mmengine - INFO - Epoch(val) [8][1580/6282] eta: 0:03:45 time: 0.0479 data_time: 0.0026 memory: 2352 2022/08/31 08:54:07 - mmengine - INFO - Epoch(val) [8][1600/6282] eta: 0:03:32 time: 0.0454 data_time: 0.0021 memory: 2352 2022/08/31 08:54:08 - mmengine - INFO - Epoch(val) [8][1620/6282] eta: 0:03:34 time: 0.0461 data_time: 0.0025 memory: 2352 2022/08/31 08:54:09 - mmengine - INFO - Epoch(val) [8][1640/6282] eta: 0:04:02 time: 0.0522 data_time: 0.0033 memory: 2308 2022/08/31 08:54:10 - mmengine - INFO - Epoch(val) [8][1660/6282] eta: 0:03:40 time: 0.0478 data_time: 0.0019 memory: 2308 2022/08/31 08:54:11 - mmengine - INFO - Epoch(val) [8][1680/6282] eta: 0:03:02 time: 0.0397 data_time: 0.0019 memory: 2308 2022/08/31 08:54:12 - mmengine - INFO - Epoch(val) [8][1700/6282] eta: 0:03:58 time: 0.0521 data_time: 0.0022 memory: 2308 2022/08/31 08:54:13 - mmengine - INFO - Epoch(val) [8][1720/6282] eta: 0:03:51 time: 0.0509 data_time: 0.0018 memory: 2311 2022/08/31 08:54:14 - mmengine - INFO - Epoch(val) [8][1740/6282] eta: 0:03:06 time: 0.0410 data_time: 0.0023 memory: 2308 2022/08/31 08:54:15 - mmengine - INFO - Epoch(val) [8][1760/6282] eta: 0:03:30 time: 0.0465 data_time: 0.0035 memory: 2308 2022/08/31 08:54:16 - mmengine - INFO - Epoch(val) [8][1780/6282] eta: 0:03:43 time: 0.0496 data_time: 0.0020 memory: 2308 2022/08/31 08:54:17 - mmengine - INFO - Epoch(val) [8][1800/6282] eta: 0:03:19 time: 0.0444 data_time: 0.0024 memory: 2308 2022/08/31 08:54:18 - mmengine - INFO - Epoch(val) [8][1820/6282] eta: 0:03:40 time: 0.0494 data_time: 0.0021 memory: 2308 2022/08/31 08:54:19 - mmengine - INFO - Epoch(val) [8][1840/6282] eta: 0:03:43 time: 0.0503 data_time: 0.0022 memory: 2308 2022/08/31 08:54:20 - mmengine - INFO - Epoch(val) [8][1860/6282] eta: 0:05:17 time: 0.0717 data_time: 0.0032 memory: 2308 2022/08/31 08:54:21 - mmengine - INFO - Epoch(val) [8][1880/6282] eta: 0:03:44 time: 0.0511 data_time: 0.0026 memory: 2308 2022/08/31 08:54:22 - mmengine - INFO - Epoch(val) [8][1900/6282] eta: 0:03:40 time: 0.0502 data_time: 0.0029 memory: 2308 2022/08/31 08:54:23 - mmengine - INFO - Epoch(val) [8][1920/6282] eta: 0:03:27 time: 0.0476 data_time: 0.0024 memory: 2308 2022/08/31 08:54:24 - mmengine - INFO - Epoch(val) [8][1940/6282] eta: 0:03:08 time: 0.0434 data_time: 0.0032 memory: 2308 2022/08/31 08:54:25 - mmengine - INFO - Epoch(val) [8][1960/6282] eta: 0:02:49 time: 0.0392 data_time: 0.0026 memory: 2281 2022/08/31 08:54:26 - mmengine - INFO - Epoch(val) [8][1980/6282] eta: 0:03:06 time: 0.0433 data_time: 0.0033 memory: 2281 2022/08/31 08:54:27 - mmengine - INFO - Epoch(val) [8][2000/6282] eta: 0:03:00 time: 0.0421 data_time: 0.0032 memory: 2281 2022/08/31 08:54:27 - mmengine - INFO - Epoch(val) [8][2020/6282] eta: 0:03:06 time: 0.0438 data_time: 0.0023 memory: 2281 2022/08/31 08:54:28 - mmengine - INFO - Epoch(val) [8][2040/6282] eta: 0:02:59 time: 0.0423 data_time: 0.0028 memory: 2281 2022/08/31 08:54:29 - mmengine - INFO - Epoch(val) [8][2060/6282] eta: 0:03:14 time: 0.0460 data_time: 0.0035 memory: 2281 2022/08/31 08:54:30 - mmengine - INFO - Epoch(val) [8][2080/6282] eta: 0:03:06 time: 0.0445 data_time: 0.0025 memory: 2281 2022/08/31 08:54:31 - mmengine - INFO - Epoch(val) [8][2100/6282] eta: 0:02:58 time: 0.0428 data_time: 0.0032 memory: 2281 2022/08/31 08:54:32 - mmengine - INFO - Epoch(val) [8][2120/6282] eta: 0:02:45 time: 0.0398 data_time: 0.0021 memory: 2281 2022/08/31 08:54:33 - mmengine - INFO - Epoch(val) [8][2140/6282] eta: 0:02:50 time: 0.0412 data_time: 0.0028 memory: 2281 2022/08/31 08:54:34 - mmengine - INFO - Epoch(val) [8][2160/6282] eta: 0:03:12 time: 0.0466 data_time: 0.0033 memory: 2279 2022/08/31 08:54:34 - mmengine - INFO - Epoch(val) [8][2180/6282] eta: 0:02:51 time: 0.0418 data_time: 0.0027 memory: 2279 2022/08/31 08:54:35 - mmengine - INFO - Epoch(val) [8][2200/6282] eta: 0:03:01 time: 0.0446 data_time: 0.0028 memory: 2279 2022/08/31 08:54:36 - mmengine - INFO - Epoch(val) [8][2220/6282] eta: 0:02:44 time: 0.0406 data_time: 0.0024 memory: 2279 2022/08/31 08:54:37 - mmengine - INFO - Epoch(val) [8][2240/6282] eta: 0:02:51 time: 0.0425 data_time: 0.0022 memory: 2279 2022/08/31 08:54:38 - mmengine - INFO - Epoch(val) [8][2260/6282] eta: 0:03:02 time: 0.0453 data_time: 0.0029 memory: 2281 2022/08/31 08:54:39 - mmengine - INFO - Epoch(val) [8][2280/6282] eta: 0:02:45 time: 0.0415 data_time: 0.0022 memory: 2281 2022/08/31 08:54:40 - mmengine - INFO - Epoch(val) [8][2300/6282] eta: 0:04:24 time: 0.0664 data_time: 0.0019 memory: 2281 2022/08/31 08:54:41 - mmengine - INFO - Epoch(val) [8][2320/6282] eta: 0:02:54 time: 0.0439 data_time: 0.0027 memory: 2281 2022/08/31 08:54:42 - mmengine - INFO - Epoch(val) [8][2340/6282] eta: 0:02:55 time: 0.0446 data_time: 0.0025 memory: 2281 2022/08/31 08:54:43 - mmengine - INFO - Epoch(val) [8][2360/6282] eta: 0:02:47 time: 0.0427 data_time: 0.0022 memory: 2279 2022/08/31 08:54:44 - mmengine - INFO - Epoch(val) [8][2380/6282] eta: 0:02:52 time: 0.0442 data_time: 0.0023 memory: 2279 2022/08/31 08:54:45 - mmengine - INFO - Epoch(val) [8][2400/6282] eta: 0:02:58 time: 0.0460 data_time: 0.0028 memory: 2279 2022/08/31 08:54:45 - mmengine - INFO - Epoch(val) [8][2420/6282] eta: 0:02:38 time: 0.0411 data_time: 0.0020 memory: 2279 2022/08/31 08:54:46 - mmengine - INFO - Epoch(val) [8][2440/6282] eta: 0:02:39 time: 0.0415 data_time: 0.0025 memory: 2279 2022/08/31 08:54:47 - mmengine - INFO - Epoch(val) [8][2460/6282] eta: 0:02:47 time: 0.0438 data_time: 0.0032 memory: 2308 2022/08/31 08:54:48 - mmengine - INFO - Epoch(val) [8][2480/6282] eta: 0:03:04 time: 0.0486 data_time: 0.0030 memory: 2308 2022/08/31 08:54:49 - mmengine - INFO - Epoch(val) [8][2500/6282] eta: 0:02:53 time: 0.0458 data_time: 0.0024 memory: 2308 2022/08/31 08:54:50 - mmengine - INFO - Epoch(val) [8][2520/6282] eta: 0:03:02 time: 0.0485 data_time: 0.0027 memory: 2308 2022/08/31 08:54:51 - mmengine - INFO - Epoch(val) [8][2540/6282] eta: 0:03:29 time: 0.0559 data_time: 0.0026 memory: 2311 2022/08/31 08:54:52 - mmengine - INFO - Epoch(val) [8][2560/6282] eta: 0:02:48 time: 0.0451 data_time: 0.0025 memory: 2308 2022/08/31 08:54:53 - mmengine - INFO - Epoch(val) [8][2580/6282] eta: 0:02:58 time: 0.0481 data_time: 0.0027 memory: 2308 2022/08/31 08:54:54 - mmengine - INFO - Epoch(val) [8][2600/6282] eta: 0:03:20 time: 0.0544 data_time: 0.0029 memory: 2308 2022/08/31 08:54:55 - mmengine - INFO - Epoch(val) [8][2620/6282] eta: 0:03:03 time: 0.0500 data_time: 0.0038 memory: 2308 2022/08/31 08:54:56 - mmengine - INFO - Epoch(val) [8][2640/6282] eta: 0:02:59 time: 0.0492 data_time: 0.0039 memory: 2308 2022/08/31 08:54:57 - mmengine - INFO - Epoch(val) [8][2660/6282] eta: 0:02:38 time: 0.0438 data_time: 0.0026 memory: 2348 2022/08/31 08:54:58 - mmengine - INFO - Epoch(val) [8][2680/6282] eta: 0:02:49 time: 0.0471 data_time: 0.0026 memory: 2348 2022/08/31 08:54:59 - mmengine - INFO - Epoch(val) [8][2700/6282] eta: 0:02:42 time: 0.0454 data_time: 0.0023 memory: 2348 2022/08/31 08:55:00 - mmengine - INFO - Epoch(val) [8][2720/6282] eta: 0:03:59 time: 0.0672 data_time: 0.0030 memory: 2348 2022/08/31 08:55:01 - mmengine - INFO - Epoch(val) [8][2740/6282] eta: 0:02:58 time: 0.0503 data_time: 0.0027 memory: 2348 2022/08/31 08:55:02 - mmengine - INFO - Epoch(val) [8][2760/6282] eta: 0:02:30 time: 0.0426 data_time: 0.0022 memory: 2281 2022/08/31 08:55:03 - mmengine - INFO - Epoch(val) [8][2780/6282] eta: 0:02:31 time: 0.0433 data_time: 0.0025 memory: 2281 2022/08/31 08:55:04 - mmengine - INFO - Epoch(val) [8][2800/6282] eta: 0:02:30 time: 0.0433 data_time: 0.0025 memory: 2281 2022/08/31 08:55:05 - mmengine - INFO - Epoch(val) [8][2820/6282] eta: 0:02:35 time: 0.0449 data_time: 0.0023 memory: 2281 2022/08/31 08:55:06 - mmengine - INFO - Epoch(val) [8][2840/6282] eta: 0:02:37 time: 0.0459 data_time: 0.0023 memory: 2281 2022/08/31 08:55:07 - mmengine - INFO - Epoch(val) [8][2860/6282] eta: 0:02:42 time: 0.0474 data_time: 0.0025 memory: 2308 2022/08/31 08:55:07 - mmengine - INFO - Epoch(val) [8][2880/6282] eta: 0:02:28 time: 0.0437 data_time: 0.0033 memory: 2308 2022/08/31 08:55:08 - mmengine - INFO - Epoch(val) [8][2900/6282] eta: 0:02:38 time: 0.0470 data_time: 0.0020 memory: 2308 2022/08/31 08:55:09 - mmengine - INFO - Epoch(val) [8][2920/6282] eta: 0:02:45 time: 0.0491 data_time: 0.0030 memory: 2308 2022/08/31 08:55:10 - mmengine - INFO - Epoch(val) [8][2940/6282] eta: 0:02:17 time: 0.0411 data_time: 0.0021 memory: 2293 2022/08/31 08:55:11 - mmengine - INFO - Epoch(val) [8][2960/6282] eta: 0:02:16 time: 0.0410 data_time: 0.0026 memory: 2293 2022/08/31 08:55:12 - mmengine - INFO - Epoch(val) [8][2980/6282] eta: 0:02:16 time: 0.0412 data_time: 0.0026 memory: 2293 2022/08/31 08:55:13 - mmengine - INFO - Epoch(val) [8][3000/6282] eta: 0:02:26 time: 0.0445 data_time: 0.0024 memory: 2293 2022/08/31 08:55:13 - mmengine - INFO - Epoch(val) [8][3020/6282] eta: 0:02:02 time: 0.0375 data_time: 0.0022 memory: 2308 2022/08/31 08:55:14 - mmengine - INFO - Epoch(val) [8][3040/6282] eta: 0:02:23 time: 0.0441 data_time: 0.0026 memory: 2308 2022/08/31 08:55:15 - mmengine - INFO - Epoch(val) [8][3060/6282] eta: 0:02:37 time: 0.0489 data_time: 0.0022 memory: 2308 2022/08/31 08:55:16 - mmengine - INFO - Epoch(val) [8][3080/6282] eta: 0:02:19 time: 0.0437 data_time: 0.0028 memory: 2308 2022/08/31 08:55:17 - mmengine - INFO - Epoch(val) [8][3100/6282] eta: 0:02:21 time: 0.0445 data_time: 0.0021 memory: 2308 2022/08/31 08:55:18 - mmengine - INFO - Epoch(val) [8][3120/6282] eta: 0:02:04 time: 0.0394 data_time: 0.0026 memory: 2281 2022/08/31 08:55:19 - mmengine - INFO - Epoch(val) [8][3140/6282] eta: 0:02:09 time: 0.0412 data_time: 0.0024 memory: 2281 2022/08/31 08:55:20 - mmengine - INFO - Epoch(val) [8][3160/6282] eta: 0:03:42 time: 0.0713 data_time: 0.0028 memory: 2281 2022/08/31 08:55:21 - mmengine - INFO - Epoch(val) [8][3180/6282] eta: 0:02:16 time: 0.0439 data_time: 0.0027 memory: 2281 2022/08/31 08:55:22 - mmengine - INFO - Epoch(val) [8][3200/6282] eta: 0:02:18 time: 0.0450 data_time: 0.0022 memory: 2308 2022/08/31 08:55:23 - mmengine - INFO - Epoch(val) [8][3220/6282] eta: 0:02:17 time: 0.0448 data_time: 0.0021 memory: 2308 2022/08/31 08:55:24 - mmengine - INFO - Epoch(val) [8][3240/6282] eta: 0:02:22 time: 0.0467 data_time: 0.0032 memory: 2308 2022/08/31 08:55:25 - mmengine - INFO - Epoch(val) [8][3260/6282] eta: 0:02:01 time: 0.0401 data_time: 0.0026 memory: 2308 2022/08/31 08:55:26 - mmengine - INFO - Epoch(val) [8][3280/6282] eta: 0:02:13 time: 0.0445 data_time: 0.0031 memory: 2308 2022/08/31 08:55:27 - mmengine - INFO - Epoch(val) [8][3300/6282] eta: 0:02:39 time: 0.0533 data_time: 0.0021 memory: 2308 2022/08/31 08:55:27 - mmengine - INFO - Epoch(val) [8][3320/6282] eta: 0:01:57 time: 0.0398 data_time: 0.0019 memory: 2308 2022/08/31 08:55:28 - mmengine - INFO - Epoch(val) [8][3340/6282] eta: 0:02:07 time: 0.0433 data_time: 0.0016 memory: 2308 2022/08/31 08:55:29 - mmengine - INFO - Epoch(val) [8][3360/6282] eta: 0:02:09 time: 0.0445 data_time: 0.0021 memory: 2308 2022/08/31 08:55:30 - mmengine - INFO - Epoch(val) [8][3380/6282] eta: 0:02:11 time: 0.0452 data_time: 0.0021 memory: 2308 2022/08/31 08:55:31 - mmengine - INFO - Epoch(val) [8][3400/6282] eta: 0:02:26 time: 0.0510 data_time: 0.0027 memory: 2279 2022/08/31 08:55:32 - mmengine - INFO - Epoch(val) [8][3420/6282] eta: 0:02:02 time: 0.0429 data_time: 0.0027 memory: 2279 2022/08/31 08:55:33 - mmengine - INFO - Epoch(val) [8][3440/6282] eta: 0:01:55 time: 0.0408 data_time: 0.0019 memory: 2279 2022/08/31 08:55:34 - mmengine - INFO - Epoch(val) [8][3460/6282] eta: 0:02:23 time: 0.0508 data_time: 0.0021 memory: 2282 2022/08/31 08:55:35 - mmengine - INFO - Epoch(val) [8][3480/6282] eta: 0:02:14 time: 0.0481 data_time: 0.0018 memory: 2279 2022/08/31 08:55:36 - mmengine - INFO - Epoch(val) [8][3500/6282] eta: 0:01:53 time: 0.0409 data_time: 0.0023 memory: 2279 2022/08/31 08:55:36 - mmengine - INFO - Epoch(val) [8][3520/6282] eta: 0:01:49 time: 0.0396 data_time: 0.0019 memory: 2279 2022/08/31 08:55:37 - mmengine - INFO - Epoch(val) [8][3540/6282] eta: 0:02:05 time: 0.0458 data_time: 0.0023 memory: 2279 2022/08/31 08:55:38 - mmengine - INFO - Epoch(val) [8][3560/6282] eta: 0:01:53 time: 0.0417 data_time: 0.0022 memory: 2279 2022/08/31 08:55:39 - mmengine - INFO - Epoch(val) [8][3580/6282] eta: 0:01:55 time: 0.0426 data_time: 0.0032 memory: 2300 2022/08/31 08:55:40 - mmengine - INFO - Epoch(val) [8][3600/6282] eta: 0:03:08 time: 0.0702 data_time: 0.0021 memory: 2300 2022/08/31 08:55:42 - mmengine - INFO - Epoch(val) [8][3620/6282] eta: 0:02:29 time: 0.0563 data_time: 0.0026 memory: 2302 2022/08/31 08:55:42 - mmengine - INFO - Epoch(val) [8][3640/6282] eta: 0:01:56 time: 0.0440 data_time: 0.0017 memory: 2300 2022/08/31 08:55:43 - mmengine - INFO - Epoch(val) [8][3660/6282] eta: 0:01:55 time: 0.0442 data_time: 0.0022 memory: 2300 2022/08/31 08:55:44 - mmengine - INFO - Epoch(val) [8][3680/6282] eta: 0:01:55 time: 0.0444 data_time: 0.0018 memory: 2308 2022/08/31 08:55:45 - mmengine - INFO - Epoch(val) [8][3700/6282] eta: 0:01:51 time: 0.0432 data_time: 0.0025 memory: 2308 2022/08/31 08:55:46 - mmengine - INFO - Epoch(val) [8][3720/6282] eta: 0:01:51 time: 0.0434 data_time: 0.0024 memory: 2308 2022/08/31 08:55:47 - mmengine - INFO - Epoch(val) [8][3740/6282] eta: 0:01:53 time: 0.0447 data_time: 0.0025 memory: 2308 2022/08/31 08:55:48 - mmengine - INFO - Epoch(val) [8][3760/6282] eta: 0:01:53 time: 0.0449 data_time: 0.0027 memory: 2308 2022/08/31 08:55:49 - mmengine - INFO - Epoch(val) [8][3780/6282] eta: 0:01:57 time: 0.0468 data_time: 0.0025 memory: 2308 2022/08/31 08:55:50 - mmengine - INFO - Epoch(val) [8][3800/6282] eta: 0:01:58 time: 0.0479 data_time: 0.0039 memory: 2308 2022/08/31 08:55:51 - mmengine - INFO - Epoch(val) [8][3820/6282] eta: 0:01:48 time: 0.0441 data_time: 0.0019 memory: 2308 2022/08/31 08:55:51 - mmengine - INFO - Epoch(val) [8][3840/6282] eta: 0:01:45 time: 0.0433 data_time: 0.0023 memory: 2308 2022/08/31 08:55:52 - mmengine - INFO - Epoch(val) [8][3860/6282] eta: 0:01:47 time: 0.0446 data_time: 0.0026 memory: 2308 2022/08/31 08:55:53 - mmengine - INFO - Epoch(val) [8][3880/6282] eta: 0:01:38 time: 0.0412 data_time: 0.0025 memory: 2308 2022/08/31 08:55:54 - mmengine - INFO - Epoch(val) [8][3900/6282] eta: 0:01:40 time: 0.0422 data_time: 0.0022 memory: 2308 2022/08/31 08:55:55 - mmengine - INFO - Epoch(val) [8][3920/6282] eta: 0:01:45 time: 0.0447 data_time: 0.0039 memory: 2308 2022/08/31 08:55:56 - mmengine - INFO - Epoch(val) [8][3940/6282] eta: 0:01:34 time: 0.0404 data_time: 0.0022 memory: 2308 2022/08/31 08:55:57 - mmengine - INFO - Epoch(val) [8][3960/6282] eta: 0:01:43 time: 0.0445 data_time: 0.0018 memory: 2308 2022/08/31 08:55:58 - mmengine - INFO - Epoch(val) [8][3980/6282] eta: 0:01:52 time: 0.0490 data_time: 0.0026 memory: 2308 2022/08/31 08:55:58 - mmengine - INFO - Epoch(val) [8][4000/6282] eta: 0:01:38 time: 0.0430 data_time: 0.0025 memory: 2308 2022/08/31 08:56:00 - mmengine - INFO - Epoch(val) [8][4020/6282] eta: 0:02:32 time: 0.0674 data_time: 0.0054 memory: 2308 2022/08/31 08:56:01 - mmengine - INFO - Epoch(val) [8][4040/6282] eta: 0:01:36 time: 0.0431 data_time: 0.0026 memory: 2348 2022/08/31 08:56:02 - mmengine - INFO - Epoch(val) [8][4060/6282] eta: 0:01:38 time: 0.0443 data_time: 0.0020 memory: 2348 2022/08/31 08:56:03 - mmengine - INFO - Epoch(val) [8][4080/6282] eta: 0:01:38 time: 0.0449 data_time: 0.0022 memory: 2348 2022/08/31 08:56:03 - mmengine - INFO - Epoch(val) [8][4100/6282] eta: 0:01:28 time: 0.0407 data_time: 0.0020 memory: 2348 2022/08/31 08:56:04 - mmengine - INFO - Epoch(val) [8][4120/6282] eta: 0:01:33 time: 0.0434 data_time: 0.0024 memory: 2348 2022/08/31 08:56:05 - mmengine - INFO - Epoch(val) [8][4140/6282] eta: 0:01:32 time: 0.0430 data_time: 0.0024 memory: 2348 2022/08/31 08:56:06 - mmengine - INFO - Epoch(val) [8][4160/6282] eta: 0:01:32 time: 0.0438 data_time: 0.0020 memory: 2279 2022/08/31 08:56:07 - mmengine - INFO - Epoch(val) [8][4180/6282] eta: 0:01:29 time: 0.0426 data_time: 0.0027 memory: 2279 2022/08/31 08:56:08 - mmengine - INFO - Epoch(val) [8][4200/6282] eta: 0:01:22 time: 0.0396 data_time: 0.0019 memory: 2279 2022/08/31 08:56:08 - mmengine - INFO - Epoch(val) [8][4220/6282] eta: 0:01:21 time: 0.0393 data_time: 0.0017 memory: 2279 2022/08/31 08:56:09 - mmengine - INFO - Epoch(val) [8][4240/6282] eta: 0:01:22 time: 0.0402 data_time: 0.0027 memory: 2279 2022/08/31 08:56:10 - mmengine - INFO - Epoch(val) [8][4260/6282] eta: 0:01:27 time: 0.0433 data_time: 0.0022 memory: 2279 2022/08/31 08:56:11 - mmengine - INFO - Epoch(val) [8][4280/6282] eta: 0:01:27 time: 0.0435 data_time: 0.0019 memory: 2279 2022/08/31 08:56:12 - mmengine - INFO - Epoch(val) [8][4300/6282] eta: 0:01:19 time: 0.0403 data_time: 0.0024 memory: 2279 2022/08/31 08:56:13 - mmengine - INFO - Epoch(val) [8][4320/6282] eta: 0:01:21 time: 0.0414 data_time: 0.0021 memory: 2279 2022/08/31 08:56:13 - mmengine - INFO - Epoch(val) [8][4340/6282] eta: 0:01:23 time: 0.0429 data_time: 0.0029 memory: 2279 2022/08/31 08:56:14 - mmengine - INFO - Epoch(val) [8][4360/6282] eta: 0:01:20 time: 0.0418 data_time: 0.0029 memory: 2308 2022/08/31 08:56:15 - mmengine - INFO - Epoch(val) [8][4380/6282] eta: 0:01:21 time: 0.0426 data_time: 0.0028 memory: 2308 2022/08/31 08:56:16 - mmengine - INFO - Epoch(val) [8][4400/6282] eta: 0:01:30 time: 0.0482 data_time: 0.0029 memory: 2308 2022/08/31 08:56:17 - mmengine - INFO - Epoch(val) [8][4420/6282] eta: 0:01:14 time: 0.0402 data_time: 0.0027 memory: 2308 2022/08/31 08:56:18 - mmengine - INFO - Epoch(val) [8][4440/6282] eta: 0:01:29 time: 0.0484 data_time: 0.0024 memory: 2312 2022/08/31 08:56:19 - mmengine - INFO - Epoch(val) [8][4460/6282] eta: 0:01:18 time: 0.0430 data_time: 0.0028 memory: 2312 2022/08/31 08:56:20 - mmengine - INFO - Epoch(val) [8][4480/6282] eta: 0:02:00 time: 0.0670 data_time: 0.0026 memory: 2312 2022/08/31 08:56:21 - mmengine - INFO - Epoch(val) [8][4500/6282] eta: 0:01:16 time: 0.0430 data_time: 0.0030 memory: 2312 2022/08/31 08:56:22 - mmengine - INFO - Epoch(val) [8][4520/6282] eta: 0:01:14 time: 0.0423 data_time: 0.0030 memory: 2312 2022/08/31 08:56:23 - mmengine - INFO - Epoch(val) [8][4540/6282] eta: 0:01:16 time: 0.0441 data_time: 0.0028 memory: 2281 2022/08/31 08:56:24 - mmengine - INFO - Epoch(val) [8][4560/6282] eta: 0:01:13 time: 0.0427 data_time: 0.0023 memory: 2281 2022/08/31 08:56:25 - mmengine - INFO - Epoch(val) [8][4580/6282] eta: 0:01:20 time: 0.0471 data_time: 0.0029 memory: 2281 2022/08/31 08:56:25 - mmengine - INFO - Epoch(val) [8][4600/6282] eta: 0:01:05 time: 0.0391 data_time: 0.0020 memory: 2281 2022/08/31 08:56:26 - mmengine - INFO - Epoch(val) [8][4620/6282] eta: 0:01:10 time: 0.0426 data_time: 0.0021 memory: 2281 2022/08/31 08:56:27 - mmengine - INFO - Epoch(val) [8][4640/6282] eta: 0:01:14 time: 0.0455 data_time: 0.0029 memory: 2312 2022/08/31 08:56:28 - mmengine - INFO - Epoch(val) [8][4660/6282] eta: 0:01:11 time: 0.0441 data_time: 0.0025 memory: 2312 2022/08/31 08:56:29 - mmengine - INFO - Epoch(val) [8][4680/6282] eta: 0:01:15 time: 0.0473 data_time: 0.0024 memory: 2312 2022/08/31 08:56:30 - mmengine - INFO - Epoch(val) [8][4700/6282] eta: 0:01:15 time: 0.0476 data_time: 0.0064 memory: 2312 2022/08/31 08:56:31 - mmengine - INFO - Epoch(val) [8][4720/6282] eta: 0:01:06 time: 0.0424 data_time: 0.0024 memory: 2312 2022/08/31 08:56:32 - mmengine - INFO - Epoch(val) [8][4740/6282] eta: 0:01:07 time: 0.0438 data_time: 0.0034 memory: 2292 2022/08/31 08:56:33 - mmengine - INFO - Epoch(val) [8][4760/6282] eta: 0:01:10 time: 0.0463 data_time: 0.0033 memory: 2292 2022/08/31 08:56:33 - mmengine - INFO - Epoch(val) [8][4780/6282] eta: 0:01:00 time: 0.0402 data_time: 0.0032 memory: 2292 2022/08/31 08:56:34 - mmengine - INFO - Epoch(val) [8][4800/6282] eta: 0:01:02 time: 0.0423 data_time: 0.0029 memory: 2292 2022/08/31 08:56:35 - mmengine - INFO - Epoch(val) [8][4820/6282] eta: 0:01:00 time: 0.0417 data_time: 0.0027 memory: 2308 2022/08/31 08:56:36 - mmengine - INFO - Epoch(val) [8][4840/6282] eta: 0:01:03 time: 0.0441 data_time: 0.0022 memory: 2308 2022/08/31 08:56:37 - mmengine - INFO - Epoch(val) [8][4860/6282] eta: 0:00:55 time: 0.0390 data_time: 0.0019 memory: 2308 2022/08/31 08:56:38 - mmengine - INFO - Epoch(val) [8][4880/6282] eta: 0:01:01 time: 0.0438 data_time: 0.0019 memory: 2308 2022/08/31 08:56:39 - mmengine - INFO - Epoch(val) [8][4900/6282] eta: 0:01:07 time: 0.0487 data_time: 0.0035 memory: 2308 2022/08/31 08:56:40 - mmengine - INFO - Epoch(val) [8][4920/6282] eta: 0:01:31 time: 0.0671 data_time: 0.0029 memory: 2310 2022/08/31 08:56:41 - mmengine - INFO - Epoch(val) [8][4940/6282] eta: 0:01:01 time: 0.0458 data_time: 0.0026 memory: 2310 2022/08/31 08:56:42 - mmengine - INFO - Epoch(val) [8][4960/6282] eta: 0:00:59 time: 0.0452 data_time: 0.0020 memory: 2310 2022/08/31 08:56:43 - mmengine - INFO - Epoch(val) [8][4980/6282] eta: 0:01:04 time: 0.0495 data_time: 0.0040 memory: 2310 2022/08/31 08:56:44 - mmengine - INFO - Epoch(val) [8][5000/6282] eta: 0:00:58 time: 0.0457 data_time: 0.0021 memory: 2310 2022/08/31 08:56:45 - mmengine - INFO - Epoch(val) [8][5020/6282] eta: 0:00:55 time: 0.0436 data_time: 0.0017 memory: 2310 2022/08/31 08:56:45 - mmengine - INFO - Epoch(val) [8][5040/6282] eta: 0:00:46 time: 0.0373 data_time: 0.0018 memory: 2281 2022/08/31 08:56:46 - mmengine - INFO - Epoch(val) [8][5060/6282] eta: 0:00:55 time: 0.0455 data_time: 0.0021 memory: 2281 2022/08/31 08:56:47 - mmengine - INFO - Epoch(val) [8][5080/6282] eta: 0:00:59 time: 0.0491 data_time: 0.0022 memory: 2281 2022/08/31 08:56:48 - mmengine - INFO - Epoch(val) [8][5100/6282] eta: 0:00:49 time: 0.0420 data_time: 0.0018 memory: 2281 2022/08/31 08:56:49 - mmengine - INFO - Epoch(val) [8][5120/6282] eta: 0:00:53 time: 0.0459 data_time: 0.0021 memory: 2281 2022/08/31 08:56:50 - mmengine - INFO - Epoch(val) [8][5140/6282] eta: 0:00:43 time: 0.0382 data_time: 0.0023 memory: 2279 2022/08/31 08:56:51 - mmengine - INFO - Epoch(val) [8][5160/6282] eta: 0:00:44 time: 0.0396 data_time: 0.0020 memory: 2279 2022/08/31 08:56:51 - mmengine - INFO - Epoch(val) [8][5180/6282] eta: 0:00:50 time: 0.0458 data_time: 0.0021 memory: 2279 2022/08/31 08:56:52 - mmengine - INFO - Epoch(val) [8][5200/6282] eta: 0:00:47 time: 0.0443 data_time: 0.0024 memory: 2279 2022/08/31 08:56:53 - mmengine - INFO - Epoch(val) [8][5220/6282] eta: 0:00:40 time: 0.0378 data_time: 0.0018 memory: 2279 2022/08/31 08:56:54 - mmengine - INFO - Epoch(val) [8][5240/6282] eta: 0:00:57 time: 0.0556 data_time: 0.0053 memory: 2282 2022/08/31 08:56:55 - mmengine - INFO - Epoch(val) [8][5260/6282] eta: 0:00:46 time: 0.0454 data_time: 0.0024 memory: 2279 2022/08/31 08:56:56 - mmengine - INFO - Epoch(val) [8][5280/6282] eta: 0:00:52 time: 0.0519 data_time: 0.0023 memory: 2279 2022/08/31 08:56:57 - mmengine - INFO - Epoch(val) [8][5300/6282] eta: 0:00:41 time: 0.0421 data_time: 0.0022 memory: 2279 2022/08/31 08:56:58 - mmengine - INFO - Epoch(val) [8][5320/6282] eta: 0:00:41 time: 0.0435 data_time: 0.0020 memory: 2279 2022/08/31 08:56:59 - mmengine - INFO - Epoch(val) [8][5340/6282] eta: 0:00:40 time: 0.0427 data_time: 0.0024 memory: 2279 2022/08/31 08:57:00 - mmengine - INFO - Epoch(val) [8][5360/6282] eta: 0:01:02 time: 0.0682 data_time: 0.0026 memory: 2279 2022/08/31 08:57:01 - mmengine - INFO - Epoch(val) [8][5380/6282] eta: 0:00:44 time: 0.0493 data_time: 0.0028 memory: 2279 2022/08/31 08:57:02 - mmengine - INFO - Epoch(val) [8][5400/6282] eta: 0:00:35 time: 0.0407 data_time: 0.0030 memory: 2279 2022/08/31 08:57:03 - mmengine - INFO - Epoch(val) [8][5420/6282] eta: 0:00:35 time: 0.0410 data_time: 0.0026 memory: 2279 2022/08/31 08:57:04 - mmengine - INFO - Epoch(val) [8][5440/6282] eta: 0:00:34 time: 0.0405 data_time: 0.0024 memory: 2279 2022/08/31 08:57:04 - mmengine - INFO - Epoch(val) [8][5460/6282] eta: 0:00:33 time: 0.0409 data_time: 0.0021 memory: 2279 2022/08/31 08:57:05 - mmengine - INFO - Epoch(val) [8][5480/6282] eta: 0:00:33 time: 0.0423 data_time: 0.0021 memory: 2279 2022/08/31 08:57:06 - mmengine - INFO - Epoch(val) [8][5500/6282] eta: 0:00:31 time: 0.0403 data_time: 0.0029 memory: 2279 2022/08/31 08:57:07 - mmengine - INFO - Epoch(val) [8][5520/6282] eta: 0:00:31 time: 0.0419 data_time: 0.0028 memory: 2289 2022/08/31 08:57:08 - mmengine - INFO - Epoch(val) [8][5540/6282] eta: 0:00:35 time: 0.0483 data_time: 0.0024 memory: 2289 2022/08/31 08:57:09 - mmengine - INFO - Epoch(val) [8][5560/6282] eta: 0:00:33 time: 0.0465 data_time: 0.0026 memory: 2289 2022/08/31 08:57:10 - mmengine - INFO - Epoch(val) [8][5580/6282] eta: 0:00:29 time: 0.0414 data_time: 0.0033 memory: 2289 2022/08/31 08:57:11 - mmengine - INFO - Epoch(val) [8][5600/6282] eta: 0:00:30 time: 0.0443 data_time: 0.0025 memory: 2289 2022/08/31 08:57:11 - mmengine - INFO - Epoch(val) [8][5620/6282] eta: 0:00:29 time: 0.0438 data_time: 0.0040 memory: 2289 2022/08/31 08:57:12 - mmengine - INFO - Epoch(val) [8][5640/6282] eta: 0:00:27 time: 0.0422 data_time: 0.0030 memory: 2279 2022/08/31 08:57:13 - mmengine - INFO - Epoch(val) [8][5660/6282] eta: 0:00:26 time: 0.0419 data_time: 0.0035 memory: 2279 2022/08/31 08:57:14 - mmengine - INFO - Epoch(val) [8][5680/6282] eta: 0:00:24 time: 0.0400 data_time: 0.0025 memory: 2279 2022/08/31 08:57:15 - mmengine - INFO - Epoch(val) [8][5700/6282] eta: 0:00:24 time: 0.0430 data_time: 0.0030 memory: 2279 2022/08/31 08:57:16 - mmengine - INFO - Epoch(val) [8][5720/6282] eta: 0:00:22 time: 0.0406 data_time: 0.0031 memory: 2296 2022/08/31 08:57:16 - mmengine - INFO - Epoch(val) [8][5740/6282] eta: 0:00:23 time: 0.0430 data_time: 0.0024 memory: 2296 2022/08/31 08:57:17 - mmengine - INFO - Epoch(val) [8][5760/6282] eta: 0:00:23 time: 0.0444 data_time: 0.0021 memory: 2296 2022/08/31 08:57:18 - mmengine - INFO - Epoch(val) [8][5780/6282] eta: 0:00:23 time: 0.0473 data_time: 0.0022 memory: 2296 2022/08/31 08:57:19 - mmengine - INFO - Epoch(val) [8][5800/6282] eta: 0:00:21 time: 0.0456 data_time: 0.0035 memory: 2296 2022/08/31 08:57:21 - mmengine - INFO - Epoch(val) [8][5820/6282] eta: 0:00:30 time: 0.0667 data_time: 0.0025 memory: 2296 2022/08/31 08:57:21 - mmengine - INFO - Epoch(val) [8][5840/6282] eta: 0:00:18 time: 0.0416 data_time: 0.0019 memory: 2289 2022/08/31 08:57:22 - mmengine - INFO - Epoch(val) [8][5860/6282] eta: 0:00:17 time: 0.0409 data_time: 0.0033 memory: 2289 2022/08/31 08:57:23 - mmengine - INFO - Epoch(val) [8][5880/6282] eta: 0:00:16 time: 0.0398 data_time: 0.0021 memory: 2289 2022/08/31 08:57:24 - mmengine - INFO - Epoch(val) [8][5900/6282] eta: 0:00:16 time: 0.0438 data_time: 0.0032 memory: 2289 2022/08/31 08:57:25 - mmengine - INFO - Epoch(val) [8][5920/6282] eta: 0:00:14 time: 0.0391 data_time: 0.0024 memory: 2289 2022/08/31 08:57:26 - mmengine - INFO - Epoch(val) [8][5940/6282] eta: 0:00:13 time: 0.0393 data_time: 0.0035 memory: 2279 2022/08/31 08:57:26 - mmengine - INFO - Epoch(val) [8][5960/6282] eta: 0:00:13 time: 0.0423 data_time: 0.0026 memory: 2279 2022/08/31 08:57:27 - mmengine - INFO - Epoch(val) [8][5980/6282] eta: 0:00:11 time: 0.0390 data_time: 0.0020 memory: 2279 2022/08/31 08:57:28 - mmengine - INFO - Epoch(val) [8][6000/6282] eta: 0:00:11 time: 0.0399 data_time: 0.0029 memory: 2308 2022/08/31 08:57:29 - mmengine - INFO - Epoch(val) [8][6020/6282] eta: 0:00:10 time: 0.0413 data_time: 0.0019 memory: 2308 2022/08/31 08:57:30 - mmengine - INFO - Epoch(val) [8][6040/6282] eta: 0:00:10 time: 0.0447 data_time: 0.0022 memory: 2308 2022/08/31 08:57:31 - mmengine - INFO - Epoch(val) [8][6060/6282] eta: 0:00:09 time: 0.0446 data_time: 0.0030 memory: 2308 2022/08/31 08:57:32 - mmengine - INFO - Epoch(val) [8][6080/6282] eta: 0:00:09 time: 0.0462 data_time: 0.0027 memory: 2308 2022/08/31 08:57:32 - mmengine - INFO - Epoch(val) [8][6100/6282] eta: 0:00:08 time: 0.0459 data_time: 0.0032 memory: 2308 2022/08/31 08:57:33 - mmengine - INFO - Epoch(val) [8][6120/6282] eta: 0:00:07 time: 0.0464 data_time: 0.0023 memory: 2308 2022/08/31 08:57:34 - mmengine - INFO - Epoch(val) [8][6140/6282] eta: 0:00:07 time: 0.0531 data_time: 0.0018 memory: 2308 2022/08/31 08:57:36 - mmengine - INFO - Epoch(val) [8][6160/6282] eta: 0:00:06 time: 0.0532 data_time: 0.0024 memory: 2308 2022/08/31 08:57:36 - mmengine - INFO - Epoch(val) [8][6180/6282] eta: 0:00:04 time: 0.0467 data_time: 0.0029 memory: 2308 2022/08/31 08:57:37 - mmengine - INFO - Epoch(val) [8][6200/6282] eta: 0:00:03 time: 0.0399 data_time: 0.0022 memory: 2308 2022/08/31 08:57:38 - mmengine - INFO - Epoch(val) [8][6220/6282] eta: 0:00:02 time: 0.0426 data_time: 0.0026 memory: 2308 2022/08/31 08:57:39 - mmengine - INFO - Epoch(val) [8][6240/6282] eta: 0:00:01 time: 0.0402 data_time: 0.0037 memory: 2308 2022/08/31 08:57:40 - mmengine - INFO - Epoch(val) [8][6260/6282] eta: 0:00:01 time: 0.0593 data_time: 0.0023 memory: 2308 2022/08/31 08:57:41 - mmengine - INFO - Epoch(val) [8][6280/6282] eta: 0:00:00 time: 0.0404 data_time: 0.0018 memory: 2308 2022/08/31 09:03:05 - mmengine - INFO - Epoch(val) [8][6282/6282] mAP/mAP@0.5IOU: 0.2333 2022/08/31 09:03:05 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_7.pth is removed 2022/08/31 09:03:08 - mmengine - INFO - The best checkpoint with 0.2333 mAP/mAP@0.5IOU at 9 epoch is saved to best_mAP/mAP@0.5IOU_epoch_9.pth. 2022/08/31 09:03:19 - mmengine - INFO - Epoch(train) [9][20/1921] lr: 1.5000e-01 eta: 3:19:36 time: 0.5381 data_time: 0.0440 memory: 8568 grad_norm: 0.0846 recall@thr=0.5: 0.6974 prec@thr=0.5: 0.7500 recall@top3: 0.8026 prec@top3: 0.6842 recall@top5: 0.9671 prec@top5: 0.5000 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 09:03:29 - mmengine - INFO - Epoch(train) [9][40/1921] lr: 1.5000e-01 eta: 3:19:26 time: 0.5278 data_time: 0.0206 memory: 8612 grad_norm: 0.0965 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7867 recall@top3: 0.7733 prec@top3: 0.6000 recall@top5: 0.9000 prec@top5: 0.4240 loss_action_cls: 0.0387 loss: 0.0387 2022/08/31 09:03:40 - mmengine - INFO - Epoch(train) [9][60/1921] lr: 1.5000e-01 eta: 3:19:15 time: 0.5221 data_time: 0.0215 memory: 8594 grad_norm: 0.0858 recall@thr=0.5: 0.7054 prec@thr=0.5: 0.7815 recall@top3: 0.7738 prec@top3: 0.6190 recall@top5: 0.9137 prec@top5: 0.4571 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 09:03:50 - mmengine - INFO - Epoch(train) [9][80/1921] lr: 1.5000e-01 eta: 3:19:05 time: 0.5266 data_time: 0.0221 memory: 8526 grad_norm: 0.0849 recall@thr=0.5: 0.7377 prec@thr=0.5: 0.8488 recall@top3: 0.7747 prec@top3: 0.6296 recall@top5: 0.8951 prec@top5: 0.4519 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 09:04:00 - mmengine - INFO - Epoch(train) [9][100/1921] lr: 1.5000e-01 eta: 3:18:54 time: 0.4916 data_time: 0.0211 memory: 8585 grad_norm: 0.0840 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7872 recall@top3: 0.8184 prec@top3: 0.7009 recall@top5: 0.9637 prec@top5: 0.5128 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:04:10 - mmengine - INFO - Epoch(train) [9][120/1921] lr: 1.5000e-01 eta: 3:18:44 time: 0.5230 data_time: 0.0170 memory: 8559 grad_norm: 0.0883 recall@thr=0.5: 0.7557 prec@thr=0.5: 0.9238 recall@top3: 0.8224 prec@top3: 0.6667 recall@top5: 0.9600 prec@top5: 0.4743 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 09:04:21 - mmengine - INFO - Epoch(train) [9][140/1921] lr: 1.5000e-01 eta: 3:18:34 time: 0.5445 data_time: 0.0211 memory: 8645 grad_norm: 0.0879 recall@thr=0.5: 0.6641 prec@thr=0.5: 0.7212 recall@top3: 0.8636 prec@top3: 0.6465 recall@top5: 0.9495 prec@top5: 0.4364 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 09:04:32 - mmengine - INFO - Epoch(train) [9][160/1921] lr: 1.5000e-01 eta: 3:18:24 time: 0.5222 data_time: 0.0215 memory: 8526 grad_norm: 0.0873 recall@thr=0.5: 0.7633 prec@thr=0.5: 0.7311 recall@top3: 0.8807 prec@top3: 0.6288 recall@top5: 0.9602 prec@top5: 0.4182 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 09:04:42 - mmengine - INFO - Epoch(train) [9][180/1921] lr: 1.5000e-01 eta: 3:18:13 time: 0.5143 data_time: 0.0174 memory: 8517 grad_norm: 0.0865 recall@thr=0.5: 0.6938 prec@thr=0.5: 0.8708 recall@top3: 0.7896 prec@top3: 0.7167 recall@top5: 0.8917 prec@top5: 0.4900 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 09:04:52 - mmengine - INFO - Epoch(train) [9][200/1921] lr: 1.5000e-01 eta: 3:18:02 time: 0.4901 data_time: 0.0192 memory: 8542 grad_norm: 0.0873 recall@thr=0.5: 0.7879 prec@thr=0.5: 0.9495 recall@top3: 0.8359 prec@top3: 0.6768 recall@top5: 0.8763 prec@top5: 0.4364 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 09:05:02 - mmengine - INFO - Epoch(train) [9][220/1921] lr: 1.5000e-01 eta: 3:17:52 time: 0.5294 data_time: 0.0129 memory: 8517 grad_norm: 0.0869 recall@thr=0.5: 0.8288 prec@thr=0.5: 0.7973 recall@top3: 0.8919 prec@top3: 0.7207 recall@top5: 0.9932 prec@top5: 0.4919 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 09:05:13 - mmengine - INFO - Epoch(train) [9][240/1921] lr: 1.5000e-01 eta: 3:17:41 time: 0.5123 data_time: 0.0193 memory: 8542 grad_norm: 0.0904 recall@thr=0.5: 0.8198 prec@thr=0.5: 0.7795 recall@top3: 0.8120 prec@top3: 0.7287 recall@top5: 0.9380 prec@top5: 0.5116 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 09:05:23 - mmengine - INFO - Epoch(train) [9][260/1921] lr: 1.5000e-01 eta: 3:17:30 time: 0.5128 data_time: 0.0195 memory: 8645 grad_norm: 0.0865 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8534 recall@top3: 0.8420 prec@top3: 0.6897 recall@top5: 0.9828 prec@top5: 0.4966 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 09:05:33 - mmengine - INFO - Epoch(train) [9][280/1921] lr: 1.5000e-01 eta: 3:17:19 time: 0.4957 data_time: 0.0172 memory: 8594 grad_norm: 0.0926 recall@thr=0.5: 0.7983 prec@thr=0.5: 0.8193 recall@top3: 0.8007 prec@top3: 0.7267 recall@top5: 0.9370 prec@top5: 0.5240 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 09:05:43 - mmengine - INFO - Epoch(train) [9][300/1921] lr: 1.5000e-01 eta: 3:17:09 time: 0.5176 data_time: 0.0154 memory: 8568 grad_norm: 0.0826 recall@thr=0.5: 0.6036 prec@thr=0.5: 0.6982 recall@top3: 0.7329 prec@top3: 0.7297 recall@top5: 0.9144 prec@top5: 0.5568 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:05:54 - mmengine - INFO - Epoch(train) [9][320/1921] lr: 1.5000e-01 eta: 3:16:58 time: 0.5173 data_time: 0.0180 memory: 8517 grad_norm: 0.0845 recall@thr=0.5: 0.8216 prec@thr=0.5: 0.8603 recall@top3: 0.8578 prec@top3: 0.6961 recall@top5: 0.9343 prec@top5: 0.4706 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 09:06:04 - mmengine - INFO - Epoch(train) [9][340/1921] lr: 1.5000e-01 eta: 3:16:48 time: 0.5225 data_time: 0.0196 memory: 8491 grad_norm: 0.0864 recall@thr=0.5: 0.8262 prec@thr=0.5: 0.7929 recall@top3: 0.9262 prec@top3: 0.6857 recall@top5: 0.9643 prec@top5: 0.4343 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 09:06:14 - mmengine - INFO - Epoch(train) [9][360/1921] lr: 1.5000e-01 eta: 3:16:37 time: 0.4995 data_time: 0.0170 memory: 8602 grad_norm: 0.0902 recall@thr=0.5: 0.8469 prec@thr=0.5: 0.8014 recall@top3: 0.8350 prec@top3: 0.7483 recall@top5: 0.9796 prec@top5: 0.5469 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 09:06:24 - mmengine - INFO - Epoch(train) [9][380/1921] lr: 1.5000e-01 eta: 3:16:26 time: 0.5044 data_time: 0.0164 memory: 8594 grad_norm: 0.0920 recall@thr=0.5: 0.7368 prec@thr=0.5: 0.8816 recall@top3: 0.8882 prec@top3: 0.7982 recall@top5: 0.9781 prec@top5: 0.5421 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 09:06:34 - mmengine - INFO - Epoch(train) [9][400/1921] lr: 1.5000e-01 eta: 3:16:15 time: 0.4925 data_time: 0.0177 memory: 8645 grad_norm: 0.0895 recall@thr=0.5: 0.7230 prec@thr=0.5: 0.8266 recall@top3: 0.8041 prec@top3: 0.6486 recall@top5: 0.9324 prec@top5: 0.4649 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 09:06:44 - mmengine - INFO - Epoch(train) [9][420/1921] lr: 1.5000e-01 eta: 3:16:05 time: 0.5180 data_time: 0.0166 memory: 8465 grad_norm: 0.0853 recall@thr=0.5: 0.6472 prec@thr=0.5: 0.7454 recall@top3: 0.7444 prec@top3: 0.5370 recall@top5: 0.9213 prec@top5: 0.4167 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 09:06:54 - mmengine - INFO - Epoch(train) [9][440/1921] lr: 1.5000e-01 eta: 3:15:54 time: 0.5055 data_time: 0.0183 memory: 8542 grad_norm: 0.0926 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.7190 recall@top3: 0.7833 prec@top3: 0.5714 recall@top5: 0.9048 prec@top5: 0.4171 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 09:07:05 - mmengine - INFO - Epoch(train) [9][460/1921] lr: 1.5000e-01 eta: 3:15:43 time: 0.5157 data_time: 0.0160 memory: 8756 grad_norm: 0.0855 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8672 recall@top3: 0.8255 prec@top3: 0.6979 recall@top5: 0.9844 prec@top5: 0.5125 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 09:07:15 - mmengine - INFO - Epoch(train) [9][480/1921] lr: 1.5000e-01 eta: 3:15:33 time: 0.5051 data_time: 0.0179 memory: 8637 grad_norm: 0.0865 recall@thr=0.5: 0.7137 prec@thr=0.5: 0.8571 recall@top3: 0.8048 prec@top3: 0.7024 recall@top5: 0.9560 prec@top5: 0.5143 loss_action_cls: 0.0361 loss: 0.0361 2022/08/31 09:07:25 - mmengine - INFO - Epoch(train) [9][500/1921] lr: 1.5000e-01 eta: 3:15:22 time: 0.5305 data_time: 0.0220 memory: 8645 grad_norm: 0.0860 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.6571 recall@top3: 0.7310 prec@top3: 0.6000 recall@top5: 0.8262 prec@top5: 0.4000 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:07:35 - mmengine - INFO - Epoch(train) [9][520/1921] lr: 1.5000e-01 eta: 3:15:11 time: 0.4817 data_time: 0.0189 memory: 8508 grad_norm: 0.0904 recall@thr=0.5: 0.6981 prec@thr=0.5: 0.8296 recall@top3: 0.7996 prec@top3: 0.6148 recall@top5: 0.9493 prec@top5: 0.4667 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 09:07:46 - mmengine - INFO - Epoch(train) [9][540/1921] lr: 1.5000e-01 eta: 3:15:01 time: 0.5237 data_time: 0.0155 memory: 8491 grad_norm: 0.0840 recall@thr=0.5: 0.7411 prec@thr=0.5: 0.8214 recall@top3: 0.8482 prec@top3: 0.6786 recall@top5: 0.9821 prec@top5: 0.4857 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 09:07:56 - mmengine - INFO - Epoch(train) [9][560/1921] lr: 1.5000e-01 eta: 3:14:50 time: 0.5192 data_time: 0.0184 memory: 8508 grad_norm: 0.0906 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6735 recall@top3: 0.8144 prec@top3: 0.5985 recall@top5: 0.9583 prec@top5: 0.4273 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 09:08:06 - mmengine - INFO - Epoch(train) [9][580/1921] lr: 1.5000e-01 eta: 3:14:40 time: 0.5233 data_time: 0.0160 memory: 8577 grad_norm: 0.0879 recall@thr=0.5: 0.7069 prec@thr=0.5: 0.7356 recall@top3: 0.7874 prec@top3: 0.6207 recall@top5: 0.8333 prec@top5: 0.4069 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:08:17 - mmengine - INFO - Epoch(train) [9][600/1921] lr: 1.5000e-01 eta: 3:14:29 time: 0.5122 data_time: 0.0176 memory: 8577 grad_norm: 0.0857 recall@thr=0.5: 0.6365 prec@thr=0.5: 0.6837 recall@top3: 0.7536 prec@top3: 0.5556 recall@top5: 0.8853 prec@top5: 0.4095 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 09:08:27 - mmengine - INFO - Epoch(train) [9][620/1921] lr: 1.5000e-01 eta: 3:14:19 time: 0.5134 data_time: 0.0160 memory: 8637 grad_norm: 0.0871 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8642 recall@top3: 0.8981 prec@top3: 0.7284 recall@top5: 0.9815 prec@top5: 0.4963 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 09:08:33 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 09:08:37 - mmengine - INFO - Epoch(train) [9][640/1921] lr: 1.5000e-01 eta: 3:14:08 time: 0.4991 data_time: 0.0192 memory: 8500 grad_norm: 0.0895 recall@thr=0.5: 0.8038 prec@thr=0.5: 0.8569 recall@top3: 0.8854 prec@top3: 0.7431 recall@top5: 0.9566 prec@top5: 0.4833 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 09:08:47 - mmengine - INFO - Epoch(train) [9][660/1921] lr: 1.5000e-01 eta: 3:13:57 time: 0.5146 data_time: 0.0154 memory: 8559 grad_norm: 0.0924 recall@thr=0.5: 0.6821 prec@thr=0.5: 0.7747 recall@top3: 0.7963 prec@top3: 0.6296 recall@top5: 0.9321 prec@top5: 0.4667 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 09:08:58 - mmengine - INFO - Epoch(train) [9][680/1921] lr: 1.5000e-01 eta: 3:13:47 time: 0.5248 data_time: 0.0171 memory: 8491 grad_norm: 0.0925 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7857 recall@top3: 0.7976 prec@top3: 0.5952 recall@top5: 0.9226 prec@top5: 0.4214 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 09:09:08 - mmengine - INFO - Epoch(train) [9][700/1921] lr: 1.5000e-01 eta: 3:13:36 time: 0.5021 data_time: 0.0150 memory: 8585 grad_norm: 0.0888 recall@thr=0.5: 0.7815 prec@thr=0.5: 0.7739 recall@top3: 0.8108 prec@top3: 0.6757 recall@top5: 0.9099 prec@top5: 0.4703 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 09:09:18 - mmengine - INFO - Epoch(train) [9][720/1921] lr: 1.5000e-01 eta: 3:13:26 time: 0.5127 data_time: 0.0180 memory: 8542 grad_norm: 0.0907 recall@thr=0.5: 0.6042 prec@thr=0.5: 0.7338 recall@top3: 0.7870 prec@top3: 0.6389 recall@top5: 0.9167 prec@top5: 0.4556 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 09:09:29 - mmengine - INFO - Epoch(train) [9][740/1921] lr: 1.5000e-01 eta: 3:13:16 time: 0.5387 data_time: 0.0193 memory: 8500 grad_norm: 0.0849 recall@thr=0.5: 0.7126 prec@thr=0.5: 0.8534 recall@top3: 0.9080 prec@top3: 0.6437 recall@top5: 1.0000 prec@top5: 0.4276 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 09:09:39 - mmengine - INFO - Epoch(train) [9][760/1921] lr: 1.5000e-01 eta: 3:13:05 time: 0.5230 data_time: 0.0183 memory: 8517 grad_norm: 0.0842 recall@thr=0.5: 0.7663 prec@thr=0.5: 0.8315 recall@top3: 0.8678 prec@top3: 0.7464 recall@top5: 0.9239 prec@top5: 0.4826 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 09:09:50 - mmengine - INFO - Epoch(train) [9][780/1921] lr: 1.5000e-01 eta: 3:12:55 time: 0.5211 data_time: 0.0173 memory: 8542 grad_norm: 0.0872 recall@thr=0.5: 0.8305 prec@thr=0.5: 0.8379 recall@top3: 0.8534 prec@top3: 0.7126 recall@top5: 0.9914 prec@top5: 0.5241 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 09:10:00 - mmengine - INFO - Epoch(train) [9][800/1921] lr: 1.5000e-01 eta: 3:12:44 time: 0.4976 data_time: 0.0195 memory: 8542 grad_norm: 0.0861 recall@thr=0.5: 0.7386 prec@thr=0.5: 0.7905 recall@top3: 0.7467 prec@top3: 0.6000 recall@top5: 0.9457 prec@top5: 0.4743 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 09:10:10 - mmengine - INFO - Epoch(train) [9][820/1921] lr: 1.5000e-01 eta: 3:12:33 time: 0.5141 data_time: 0.0156 memory: 8526 grad_norm: 0.0848 recall@thr=0.5: 0.7241 prec@thr=0.5: 0.8012 recall@top3: 0.7426 prec@top3: 0.6420 recall@top5: 0.8444 prec@top5: 0.4667 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 09:10:20 - mmengine - INFO - Epoch(train) [9][840/1921] lr: 1.5000e-01 eta: 3:12:23 time: 0.5010 data_time: 0.0192 memory: 8517 grad_norm: 0.0926 recall@thr=0.5: 0.7891 prec@thr=0.5: 0.7724 recall@top3: 0.8047 prec@top3: 0.6667 recall@top5: 0.9896 prec@top5: 0.5187 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 09:10:31 - mmengine - INFO - Epoch(train) [9][860/1921] lr: 1.5000e-01 eta: 3:12:12 time: 0.5281 data_time: 0.0177 memory: 8594 grad_norm: 0.0851 recall@thr=0.5: 0.6179 prec@thr=0.5: 0.6955 recall@top3: 0.6992 prec@top3: 0.6260 recall@top5: 0.8963 prec@top5: 0.4927 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 09:10:40 - mmengine - INFO - Epoch(train) [9][880/1921] lr: 1.5000e-01 eta: 3:12:01 time: 0.4914 data_time: 0.0166 memory: 8474 grad_norm: 0.0885 recall@thr=0.5: 0.8177 prec@thr=0.5: 0.8021 recall@top3: 0.9062 prec@top3: 0.6979 recall@top5: 0.9844 prec@top5: 0.4375 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 09:10:51 - mmengine - INFO - Epoch(train) [9][900/1921] lr: 1.5000e-01 eta: 3:11:51 time: 0.5232 data_time: 0.0222 memory: 8491 grad_norm: 0.0888 recall@thr=0.5: 0.7402 prec@thr=0.5: 0.7549 recall@top3: 0.8358 prec@top3: 0.6765 recall@top5: 0.8995 prec@top5: 0.4471 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 09:11:01 - mmengine - INFO - Epoch(train) [9][920/1921] lr: 1.5000e-01 eta: 3:11:41 time: 0.5238 data_time: 0.0161 memory: 8500 grad_norm: 0.0878 recall@thr=0.5: 0.7810 prec@thr=0.5: 0.8595 recall@top3: 0.8405 prec@top3: 0.6667 recall@top5: 0.9905 prec@top5: 0.4800 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 09:11:11 - mmengine - INFO - Epoch(train) [9][940/1921] lr: 1.5000e-01 eta: 3:11:29 time: 0.4905 data_time: 0.0186 memory: 8542 grad_norm: 0.0861 recall@thr=0.5: 0.5458 prec@thr=0.5: 0.7667 recall@top3: 0.7708 prec@top3: 0.6750 recall@top5: 0.9354 prec@top5: 0.4850 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 09:11:21 - mmengine - INFO - Epoch(train) [9][960/1921] lr: 1.5000e-01 eta: 3:11:19 time: 0.5190 data_time: 0.0145 memory: 8534 grad_norm: 0.0898 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.8382 recall@top3: 0.8431 prec@top3: 0.5980 recall@top5: 0.9608 prec@top5: 0.4176 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:11:32 - mmengine - INFO - Epoch(train) [9][980/1921] lr: 1.5000e-01 eta: 3:11:08 time: 0.5066 data_time: 0.0185 memory: 8534 grad_norm: 0.0863 recall@thr=0.5: 0.5944 prec@thr=0.5: 0.7431 recall@top3: 0.6926 prec@top3: 0.6389 recall@top5: 0.9204 prec@top5: 0.5111 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:11:42 - mmengine - INFO - Epoch(train) [9][1000/1921] lr: 1.5000e-01 eta: 3:10:58 time: 0.5340 data_time: 0.0210 memory: 8508 grad_norm: 0.0895 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.9030 recall@top3: 0.8561 prec@top3: 0.7071 recall@top5: 0.9672 prec@top5: 0.4909 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 09:11:52 - mmengine - INFO - Epoch(train) [9][1020/1921] lr: 1.5000e-01 eta: 3:10:47 time: 0.4936 data_time: 0.0202 memory: 8482 grad_norm: 0.0901 recall@thr=0.5: 0.7377 prec@thr=0.5: 0.7647 recall@top3: 0.8333 prec@top3: 0.6667 recall@top5: 0.9314 prec@top5: 0.4471 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 09:12:02 - mmengine - INFO - Epoch(train) [9][1040/1921] lr: 1.5000e-01 eta: 3:10:37 time: 0.5100 data_time: 0.0154 memory: 8559 grad_norm: 0.0918 recall@thr=0.5: 0.6381 prec@thr=0.5: 0.7119 recall@top3: 0.7548 prec@top3: 0.7429 recall@top5: 0.9286 prec@top5: 0.5486 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 09:12:12 - mmengine - INFO - Epoch(train) [9][1060/1921] lr: 1.5000e-01 eta: 3:10:26 time: 0.5013 data_time: 0.0213 memory: 8517 grad_norm: 0.0919 recall@thr=0.5: 0.6518 prec@thr=0.5: 0.7738 recall@top3: 0.7619 prec@top3: 0.5714 recall@top5: 0.8690 prec@top5: 0.4071 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 09:12:23 - mmengine - INFO - Epoch(train) [9][1080/1921] lr: 1.5000e-01 eta: 3:10:16 time: 0.5297 data_time: 0.0180 memory: 8508 grad_norm: 0.0859 recall@thr=0.5: 0.7900 prec@thr=0.5: 0.8838 recall@top3: 0.8539 prec@top3: 0.7475 recall@top5: 0.9711 prec@top5: 0.5212 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 09:12:33 - mmengine - INFO - Epoch(train) [9][1100/1921] lr: 1.5000e-01 eta: 3:10:05 time: 0.5108 data_time: 0.0200 memory: 8594 grad_norm: 0.0865 recall@thr=0.5: 0.6782 prec@thr=0.5: 0.7902 recall@top3: 0.8563 prec@top3: 0.6207 recall@top5: 0.9655 prec@top5: 0.4138 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 09:12:44 - mmengine - INFO - Epoch(train) [9][1120/1921] lr: 1.5000e-01 eta: 3:09:55 time: 0.5247 data_time: 0.0172 memory: 8568 grad_norm: 0.0905 recall@thr=0.5: 0.7843 prec@thr=0.5: 0.9216 recall@top3: 0.8382 prec@top3: 0.6863 recall@top5: 0.9706 prec@top5: 0.4941 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 09:12:54 - mmengine - INFO - Epoch(train) [9][1140/1921] lr: 1.5000e-01 eta: 3:09:44 time: 0.5027 data_time: 0.0198 memory: 8508 grad_norm: 0.0837 recall@thr=0.5: 0.7929 prec@thr=0.5: 0.7167 recall@top3: 0.8238 prec@top3: 0.6190 recall@top5: 0.9429 prec@top5: 0.4457 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 09:13:04 - mmengine - INFO - Epoch(train) [9][1160/1921] lr: 1.5000e-01 eta: 3:09:33 time: 0.5140 data_time: 0.0161 memory: 8508 grad_norm: 0.0856 recall@thr=0.5: 0.4706 prec@thr=0.5: 0.5730 recall@top3: 0.6127 prec@top3: 0.5196 recall@top5: 0.7917 prec@top5: 0.3941 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 09:13:14 - mmengine - INFO - Epoch(train) [9][1180/1921] lr: 1.5000e-01 eta: 3:09:22 time: 0.4898 data_time: 0.0212 memory: 8559 grad_norm: 0.0857 recall@thr=0.5: 0.8829 prec@thr=0.5: 0.9410 recall@top3: 0.9171 prec@top3: 0.7905 recall@top5: 0.9943 prec@top5: 0.5257 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 09:13:24 - mmengine - INFO - Epoch(train) [9][1200/1921] lr: 1.5000e-01 eta: 3:09:12 time: 0.5212 data_time: 0.0159 memory: 8594 grad_norm: 0.0903 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.7628 recall@top3: 0.8803 prec@top3: 0.6496 recall@top5: 0.9658 prec@top5: 0.4359 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 09:13:34 - mmengine - INFO - Epoch(train) [9][1220/1921] lr: 1.5000e-01 eta: 3:09:01 time: 0.5056 data_time: 0.0163 memory: 8585 grad_norm: 0.0871 recall@thr=0.5: 0.8139 prec@thr=0.5: 0.8500 recall@top3: 0.9028 prec@top3: 0.6444 recall@top5: 0.9417 prec@top5: 0.4133 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 09:13:45 - mmengine - INFO - Epoch(train) [9][1240/1921] lr: 1.5000e-01 eta: 3:08:50 time: 0.5085 data_time: 0.0231 memory: 8491 grad_norm: 0.0875 recall@thr=0.5: 0.6397 prec@thr=0.5: 0.7692 recall@top3: 0.7603 prec@top3: 0.6538 recall@top5: 0.8526 prec@top5: 0.4538 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 09:13:55 - mmengine - INFO - Epoch(train) [9][1260/1921] lr: 1.5000e-01 eta: 3:08:40 time: 0.5041 data_time: 0.0237 memory: 8526 grad_norm: 0.0961 recall@thr=0.5: 0.8305 prec@thr=0.5: 0.8092 recall@top3: 0.8448 prec@top3: 0.6897 recall@top5: 0.9655 prec@top5: 0.4897 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 09:14:05 - mmengine - INFO - Epoch(train) [9][1280/1921] lr: 1.5000e-01 eta: 3:08:29 time: 0.5086 data_time: 0.0169 memory: 8526 grad_norm: 0.0906 recall@thr=0.5: 0.7826 prec@thr=0.5: 0.7953 recall@top3: 0.8080 prec@top3: 0.7101 recall@top5: 0.9801 prec@top5: 0.5217 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 09:14:15 - mmengine - INFO - Epoch(train) [9][1300/1921] lr: 1.5000e-01 eta: 3:08:18 time: 0.5034 data_time: 0.0213 memory: 8552 grad_norm: 0.0904 recall@thr=0.5: 0.7474 prec@thr=0.5: 0.8686 recall@top3: 0.8442 prec@top3: 0.7436 recall@top5: 0.9519 prec@top5: 0.5154 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 09:14:25 - mmengine - INFO - Epoch(train) [9][1320/1921] lr: 1.5000e-01 eta: 3:08:08 time: 0.5248 data_time: 0.0163 memory: 8662 grad_norm: 0.0907 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8333 recall@top3: 0.8622 prec@top3: 0.6538 recall@top5: 0.9519 prec@top5: 0.4538 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 09:14:36 - mmengine - INFO - Epoch(train) [9][1340/1921] lr: 1.5000e-01 eta: 3:07:57 time: 0.5082 data_time: 0.0218 memory: 8542 grad_norm: 0.0886 recall@thr=0.5: 0.6484 prec@thr=0.5: 0.8203 recall@top3: 0.7447 prec@top3: 0.6911 recall@top5: 0.9008 prec@top5: 0.5268 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 09:14:46 - mmengine - INFO - Epoch(train) [9][1360/1921] lr: 1.5000e-01 eta: 3:07:47 time: 0.5167 data_time: 0.0173 memory: 8585 grad_norm: 0.0820 recall@thr=0.5: 0.6927 prec@thr=0.5: 0.8385 recall@top3: 0.8099 prec@top3: 0.7500 recall@top5: 0.9271 prec@top5: 0.5250 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 09:14:56 - mmengine - INFO - Epoch(train) [9][1380/1921] lr: 1.5000e-01 eta: 3:07:36 time: 0.4992 data_time: 0.0204 memory: 8577 grad_norm: 0.0936 recall@thr=0.5: 0.6512 prec@thr=0.5: 0.7407 recall@top3: 0.6914 prec@top3: 0.6173 recall@top5: 0.9167 prec@top5: 0.4963 loss_action_cls: 0.0390 loss: 0.0390 2022/08/31 09:15:06 - mmengine - INFO - Epoch(train) [9][1400/1921] lr: 1.5000e-01 eta: 3:07:26 time: 0.5246 data_time: 0.0165 memory: 8585 grad_norm: 0.0864 recall@thr=0.5: 0.7769 prec@thr=0.5: 0.8360 recall@top3: 0.8548 prec@top3: 0.6882 recall@top5: 0.9247 prec@top5: 0.4645 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 09:15:16 - mmengine - INFO - Epoch(train) [9][1420/1921] lr: 1.5000e-01 eta: 3:07:15 time: 0.5031 data_time: 0.0198 memory: 8526 grad_norm: 0.0892 recall@thr=0.5: 0.7683 prec@thr=0.5: 0.8366 recall@top3: 0.8150 prec@top3: 0.7317 recall@top5: 0.9614 prec@top5: 0.5268 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 09:15:27 - mmengine - INFO - Epoch(train) [9][1440/1921] lr: 1.5000e-01 eta: 3:07:04 time: 0.5249 data_time: 0.0232 memory: 8577 grad_norm: 0.0864 recall@thr=0.5: 0.5884 prec@thr=0.5: 0.8081 recall@top3: 0.7879 prec@top3: 0.6869 recall@top5: 0.9924 prec@top5: 0.5212 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 09:15:37 - mmengine - INFO - Epoch(train) [9][1460/1921] lr: 1.5000e-01 eta: 3:06:54 time: 0.5275 data_time: 0.0201 memory: 8585 grad_norm: 0.0883 recall@thr=0.5: 0.7160 prec@thr=0.5: 0.7889 recall@top3: 0.8580 prec@top3: 0.6049 recall@top5: 0.9630 prec@top5: 0.4074 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 09:15:47 - mmengine - INFO - Epoch(train) [9][1480/1921] lr: 1.5000e-01 eta: 3:06:43 time: 0.4937 data_time: 0.0194 memory: 8585 grad_norm: 0.0852 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7896 recall@top3: 0.8813 prec@top3: 0.6750 recall@top5: 0.9750 prec@top5: 0.4600 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 09:15:58 - mmengine - INFO - Epoch(train) [9][1500/1921] lr: 1.5000e-01 eta: 3:06:33 time: 0.5236 data_time: 0.0164 memory: 8542 grad_norm: 0.0869 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8966 recall@top3: 0.8437 prec@top3: 0.6092 recall@top5: 0.9586 prec@top5: 0.4207 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 09:16:09 - mmengine - INFO - Epoch(train) [9][1520/1921] lr: 1.5000e-01 eta: 3:06:23 time: 0.5495 data_time: 0.0197 memory: 8612 grad_norm: 0.0868 recall@thr=0.5: 0.7295 prec@thr=0.5: 0.7981 recall@top3: 0.8058 prec@top3: 0.6538 recall@top5: 0.9410 prec@top5: 0.4846 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 09:16:19 - mmengine - INFO - Epoch(train) [9][1540/1921] lr: 1.5000e-01 eta: 3:06:13 time: 0.5068 data_time: 0.0176 memory: 8508 grad_norm: 0.0874 recall@thr=0.5: 0.8074 prec@thr=0.5: 0.8481 recall@top3: 0.8741 prec@top3: 0.5852 recall@top5: 0.9926 prec@top5: 0.4133 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 09:16:29 - mmengine - INFO - Epoch(train) [9][1560/1921] lr: 1.5000e-01 eta: 3:06:02 time: 0.5231 data_time: 0.0152 memory: 8705 grad_norm: 0.0904 recall@thr=0.5: 0.6645 prec@thr=0.5: 0.8794 recall@top3: 0.8070 prec@top3: 0.6930 recall@top5: 0.9232 prec@top5: 0.4789 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 09:16:39 - mmengine - INFO - Epoch(train) [9][1580/1921] lr: 1.5000e-01 eta: 3:05:52 time: 0.5033 data_time: 0.0262 memory: 8517 grad_norm: 0.0863 recall@thr=0.5: 0.6620 prec@thr=0.5: 0.8426 recall@top3: 0.7731 prec@top3: 0.6481 recall@top5: 0.9306 prec@top5: 0.4833 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 09:16:50 - mmengine - INFO - Epoch(train) [9][1600/1921] lr: 1.5000e-01 eta: 3:05:41 time: 0.5158 data_time: 0.0182 memory: 8542 grad_norm: 0.0864 recall@thr=0.5: 0.7443 prec@thr=0.5: 0.8046 recall@top3: 0.8592 prec@top3: 0.6552 recall@top5: 0.9598 prec@top5: 0.4414 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 09:17:00 - mmengine - INFO - Epoch(train) [9][1620/1921] lr: 1.5000e-01 eta: 3:05:31 time: 0.5132 data_time: 0.0195 memory: 8577 grad_norm: 0.0897 recall@thr=0.5: 0.5616 prec@thr=0.5: 0.4783 recall@top3: 0.7862 prec@top3: 0.5072 recall@top5: 0.9420 prec@top5: 0.3826 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 09:17:07 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 09:17:10 - mmengine - INFO - Epoch(train) [9][1640/1921] lr: 1.5000e-01 eta: 3:05:20 time: 0.5214 data_time: 0.0210 memory: 8612 grad_norm: 0.0869 recall@thr=0.5: 0.7279 prec@thr=0.5: 0.7574 recall@top3: 0.7721 prec@top3: 0.5784 recall@top5: 0.8750 prec@top5: 0.3941 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 09:17:21 - mmengine - INFO - Epoch(train) [9][1660/1921] lr: 1.5000e-01 eta: 3:05:10 time: 0.5087 data_time: 0.0166 memory: 8654 grad_norm: 0.0919 recall@thr=0.5: 0.7185 prec@thr=0.5: 0.7793 recall@top3: 0.8378 prec@top3: 0.6757 recall@top5: 0.9527 prec@top5: 0.4649 loss_action_cls: 0.0386 loss: 0.0386 2022/08/31 09:17:31 - mmengine - INFO - Epoch(train) [9][1680/1921] lr: 1.5000e-01 eta: 3:04:59 time: 0.5139 data_time: 0.0173 memory: 8637 grad_norm: 0.0876 recall@thr=0.5: 0.6979 prec@thr=0.5: 0.6901 recall@top3: 0.7969 prec@top3: 0.6250 recall@top5: 0.9427 prec@top5: 0.4437 loss_action_cls: 0.0367 loss: 0.0367 2022/08/31 09:17:41 - mmengine - INFO - Epoch(train) [9][1700/1921] lr: 1.5000e-01 eta: 3:04:48 time: 0.5040 data_time: 0.0161 memory: 8559 grad_norm: 0.0870 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6623 recall@top3: 0.7636 prec@top3: 0.7018 recall@top5: 0.9000 prec@top5: 0.5368 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 09:17:51 - mmengine - INFO - Epoch(train) [9][1720/1921] lr: 1.5000e-01 eta: 3:04:38 time: 0.5224 data_time: 0.0179 memory: 8517 grad_norm: 0.0866 recall@thr=0.5: 0.5962 prec@thr=0.5: 0.6381 recall@top3: 0.7343 prec@top3: 0.5333 recall@top5: 0.9048 prec@top5: 0.4114 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 09:18:02 - mmengine - INFO - Epoch(train) [9][1740/1921] lr: 1.5000e-01 eta: 3:04:28 time: 0.5254 data_time: 0.0198 memory: 8559 grad_norm: 0.0832 recall@thr=0.5: 0.6348 prec@thr=0.5: 0.6471 recall@top3: 0.7475 prec@top3: 0.6373 recall@top5: 0.9093 prec@top5: 0.4588 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 09:18:12 - mmengine - INFO - Epoch(train) [9][1760/1921] lr: 1.5000e-01 eta: 3:04:17 time: 0.5059 data_time: 0.0203 memory: 8517 grad_norm: 0.0865 recall@thr=0.5: 0.6857 prec@thr=0.5: 0.6643 recall@top3: 0.7762 prec@top3: 0.4857 recall@top5: 0.8810 prec@top5: 0.3314 loss_action_cls: 0.0388 loss: 0.0388 2022/08/31 09:18:22 - mmengine - INFO - Epoch(train) [9][1780/1921] lr: 1.5000e-01 eta: 3:04:06 time: 0.5131 data_time: 0.0195 memory: 8568 grad_norm: 0.0858 recall@thr=0.5: 0.7643 prec@thr=0.5: 0.7571 recall@top3: 0.8310 prec@top3: 0.6381 recall@top5: 0.9548 prec@top5: 0.4571 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 09:18:32 - mmengine - INFO - Epoch(train) [9][1800/1921] lr: 1.5000e-01 eta: 3:03:56 time: 0.5011 data_time: 0.0173 memory: 8552 grad_norm: 0.0892 recall@thr=0.5: 0.7020 prec@thr=0.5: 0.7677 recall@top3: 0.7753 prec@top3: 0.5960 recall@top5: 0.9217 prec@top5: 0.4364 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:18:43 - mmengine - INFO - Epoch(train) [9][1820/1921] lr: 1.5000e-01 eta: 3:03:45 time: 0.5075 data_time: 0.0176 memory: 8577 grad_norm: 0.0867 recall@thr=0.5: 0.6894 prec@thr=0.5: 0.7500 recall@top3: 0.8333 prec@top3: 0.4697 recall@top5: 0.9545 prec@top5: 0.3364 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:18:53 - mmengine - INFO - Epoch(train) [9][1840/1921] lr: 1.5000e-01 eta: 3:03:34 time: 0.5005 data_time: 0.0194 memory: 8542 grad_norm: 0.0953 recall@thr=0.5: 0.7449 prec@thr=0.5: 0.7727 recall@top3: 0.8308 prec@top3: 0.6465 recall@top5: 0.9015 prec@top5: 0.4303 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 09:19:03 - mmengine - INFO - Epoch(train) [9][1860/1921] lr: 1.5000e-01 eta: 3:03:23 time: 0.5079 data_time: 0.0190 memory: 8508 grad_norm: 0.0851 recall@thr=0.5: 0.7473 prec@thr=0.5: 0.8790 recall@top3: 0.8602 prec@top3: 0.7527 recall@top5: 0.9785 prec@top5: 0.5290 loss_action_cls: 0.0367 loss: 0.0367 2022/08/31 09:19:13 - mmengine - INFO - Epoch(train) [9][1880/1921] lr: 1.5000e-01 eta: 3:03:13 time: 0.4996 data_time: 0.0166 memory: 8552 grad_norm: 0.0863 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.7741 recall@top3: 0.7648 prec@top3: 0.5926 recall@top5: 0.9556 prec@top5: 0.4578 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 09:19:23 - mmengine - INFO - Epoch(train) [9][1900/1921] lr: 1.5000e-01 eta: 3:03:02 time: 0.5271 data_time: 0.0166 memory: 8552 grad_norm: 0.0878 recall@thr=0.5: 0.6310 prec@thr=0.5: 0.7113 recall@top3: 0.7262 prec@top3: 0.5833 recall@top5: 0.9464 prec@top5: 0.4643 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 09:19:33 - mmengine - INFO - Epoch(train) [9][1920/1921] lr: 1.5000e-01 eta: 3:02:51 time: 0.4864 data_time: 0.0168 memory: 8526 grad_norm: 0.0900 recall@thr=0.5: 0.5858 prec@thr=0.5: 0.7892 recall@top3: 0.8824 prec@top3: 0.6569 recall@top5: 0.9363 prec@top5: 0.4235 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 09:19:33 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 09:19:33 - mmengine - INFO - Epoch(train) [9][1921/1921] lr: 1.5000e-01 eta: 3:02:51 time: 0.4836 data_time: 0.0184 memory: 6277 grad_norm: 0.0901 recall@thr=0.5: 0.5741 prec@thr=0.5: 0.5741 recall@top3: 0.7963 prec@top3: 0.5370 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 09:19:34 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/08/31 09:19:40 - mmengine - INFO - Epoch(val) [9][20/6282] eta: 0:04:43 time: 0.0453 data_time: 0.0047 memory: 2274 2022/08/31 09:19:41 - mmengine - INFO - Epoch(val) [9][40/6282] eta: 0:04:15 time: 0.0409 data_time: 0.0025 memory: 2274 2022/08/31 09:19:41 - mmengine - INFO - Epoch(val) [9][60/6282] eta: 0:03:47 time: 0.0366 data_time: 0.0025 memory: 2274 2022/08/31 09:19:42 - mmengine - INFO - Epoch(val) [9][80/6282] eta: 0:04:20 time: 0.0420 data_time: 0.0024 memory: 2274 2022/08/31 09:19:43 - mmengine - INFO - Epoch(val) [9][100/6282] eta: 0:04:01 time: 0.0391 data_time: 0.0020 memory: 2274 2022/08/31 09:19:44 - mmengine - INFO - Epoch(val) [9][120/6282] eta: 0:04:22 time: 0.0425 data_time: 0.0021 memory: 2308 2022/08/31 09:19:45 - mmengine - INFO - Epoch(val) [9][140/6282] eta: 0:04:52 time: 0.0476 data_time: 0.0034 memory: 2308 2022/08/31 09:19:46 - mmengine - INFO - Epoch(val) [9][160/6282] eta: 0:04:10 time: 0.0409 data_time: 0.0021 memory: 2308 2022/08/31 09:19:47 - mmengine - INFO - Epoch(val) [9][180/6282] eta: 0:04:26 time: 0.0436 data_time: 0.0023 memory: 2308 2022/08/31 09:19:47 - mmengine - INFO - Epoch(val) [9][200/6282] eta: 0:03:52 time: 0.0382 data_time: 0.0021 memory: 2308 2022/08/31 09:19:48 - mmengine - INFO - Epoch(val) [9][220/6282] eta: 0:04:15 time: 0.0422 data_time: 0.0020 memory: 2279 2022/08/31 09:19:49 - mmengine - INFO - Epoch(val) [9][240/6282] eta: 0:04:08 time: 0.0411 data_time: 0.0021 memory: 2279 2022/08/31 09:19:50 - mmengine - INFO - Epoch(val) [9][260/6282] eta: 0:04:04 time: 0.0405 data_time: 0.0020 memory: 2279 2022/08/31 09:19:51 - mmengine - INFO - Epoch(val) [9][280/6282] eta: 0:04:31 time: 0.0453 data_time: 0.0021 memory: 2279 2022/08/31 09:19:52 - mmengine - INFO - Epoch(val) [9][300/6282] eta: 0:06:58 time: 0.0699 data_time: 0.0018 memory: 2308 2022/08/31 09:19:53 - mmengine - INFO - Epoch(val) [9][320/6282] eta: 0:05:00 time: 0.0505 data_time: 0.0030 memory: 2308 2022/08/31 09:19:54 - mmengine - INFO - Epoch(val) [9][340/6282] eta: 0:04:52 time: 0.0492 data_time: 0.0032 memory: 2308 2022/08/31 09:19:55 - mmengine - INFO - Epoch(val) [9][360/6282] eta: 0:05:30 time: 0.0559 data_time: 0.0028 memory: 2308 2022/08/31 09:19:56 - mmengine - INFO - Epoch(val) [9][380/6282] eta: 0:05:15 time: 0.0535 data_time: 0.0027 memory: 2308 2022/08/31 09:19:57 - mmengine - INFO - Epoch(val) [9][400/6282] eta: 0:04:20 time: 0.0443 data_time: 0.0027 memory: 2308 2022/08/31 09:19:58 - mmengine - INFO - Epoch(val) [9][420/6282] eta: 0:03:56 time: 0.0403 data_time: 0.0023 memory: 2281 2022/08/31 09:19:59 - mmengine - INFO - Epoch(val) [9][440/6282] eta: 0:03:55 time: 0.0404 data_time: 0.0029 memory: 2281 2022/08/31 09:20:00 - mmengine - INFO - Epoch(val) [9][460/6282] eta: 0:04:00 time: 0.0413 data_time: 0.0022 memory: 2281 2022/08/31 09:20:00 - mmengine - INFO - Epoch(val) [9][480/6282] eta: 0:03:48 time: 0.0394 data_time: 0.0025 memory: 2281 2022/08/31 09:20:01 - mmengine - INFO - Epoch(val) [9][500/6282] eta: 0:04:02 time: 0.0419 data_time: 0.0020 memory: 2281 2022/08/31 09:20:03 - mmengine - INFO - Epoch(val) [9][520/6282] eta: 0:07:52 time: 0.0819 data_time: 0.0029 memory: 2279 2022/08/31 09:20:04 - mmengine - INFO - Epoch(val) [9][540/6282] eta: 0:04:49 time: 0.0504 data_time: 0.0032 memory: 2279 2022/08/31 09:20:05 - mmengine - INFO - Epoch(val) [9][560/6282] eta: 0:04:32 time: 0.0477 data_time: 0.0038 memory: 2279 2022/08/31 09:20:06 - mmengine - INFO - Epoch(val) [9][580/6282] eta: 0:04:35 time: 0.0484 data_time: 0.0043 memory: 2279 2022/08/31 09:20:07 - mmengine - INFO - Epoch(val) [9][600/6282] eta: 0:03:55 time: 0.0414 data_time: 0.0022 memory: 2279 2022/08/31 09:20:07 - mmengine - INFO - Epoch(val) [9][620/6282] eta: 0:03:22 time: 0.0358 data_time: 0.0029 memory: 2279 2022/08/31 09:20:08 - mmengine - INFO - Epoch(val) [9][640/6282] eta: 0:03:34 time: 0.0381 data_time: 0.0024 memory: 2277 2022/08/31 09:20:09 - mmengine - INFO - Epoch(val) [9][660/6282] eta: 0:04:00 time: 0.0427 data_time: 0.0028 memory: 2277 2022/08/31 09:20:10 - mmengine - INFO - Epoch(val) [9][680/6282] eta: 0:03:57 time: 0.0425 data_time: 0.0033 memory: 2277 2022/08/31 09:20:11 - mmengine - INFO - Epoch(val) [9][700/6282] eta: 0:04:36 time: 0.0496 data_time: 0.0024 memory: 2277 2022/08/31 09:20:12 - mmengine - INFO - Epoch(val) [9][720/6282] eta: 0:05:50 time: 0.0630 data_time: 0.0027 memory: 2319 2022/08/31 09:20:13 - mmengine - INFO - Epoch(val) [9][740/6282] eta: 0:04:58 time: 0.0538 data_time: 0.0026 memory: 2308 2022/08/31 09:20:14 - mmengine - INFO - Epoch(val) [9][760/6282] eta: 0:04:22 time: 0.0475 data_time: 0.0026 memory: 2308 2022/08/31 09:20:15 - mmengine - INFO - Epoch(val) [9][780/6282] eta: 0:04:01 time: 0.0440 data_time: 0.0023 memory: 2308 2022/08/31 09:20:16 - mmengine - INFO - Epoch(val) [9][800/6282] eta: 0:03:26 time: 0.0377 data_time: 0.0020 memory: 2308 2022/08/31 09:20:17 - mmengine - INFO - Epoch(val) [9][820/6282] eta: 0:03:28 time: 0.0382 data_time: 0.0027 memory: 2308 2022/08/31 09:20:18 - mmengine - INFO - Epoch(val) [9][840/6282] eta: 0:04:40 time: 0.0515 data_time: 0.0033 memory: 2279 2022/08/31 09:20:19 - mmengine - INFO - Epoch(val) [9][860/6282] eta: 0:05:17 time: 0.0585 data_time: 0.0036 memory: 2279 2022/08/31 09:20:20 - mmengine - INFO - Epoch(val) [9][880/6282] eta: 0:04:46 time: 0.0531 data_time: 0.0028 memory: 2279 2022/08/31 09:20:21 - mmengine - INFO - Epoch(val) [9][900/6282] eta: 0:04:02 time: 0.0451 data_time: 0.0025 memory: 2279 2022/08/31 09:20:22 - mmengine - INFO - Epoch(val) [9][920/6282] eta: 0:07:01 time: 0.0786 data_time: 0.0038 memory: 2279 2022/08/31 09:20:23 - mmengine - INFO - Epoch(val) [9][940/6282] eta: 0:03:52 time: 0.0435 data_time: 0.0024 memory: 2274 2022/08/31 09:20:24 - mmengine - INFO - Epoch(val) [9][960/6282] eta: 0:03:16 time: 0.0369 data_time: 0.0030 memory: 2274 2022/08/31 09:20:25 - mmengine - INFO - Epoch(val) [9][980/6282] eta: 0:03:47 time: 0.0430 data_time: 0.0023 memory: 2274 2022/08/31 09:20:26 - mmengine - INFO - Epoch(val) [9][1000/6282] eta: 0:04:08 time: 0.0470 data_time: 0.0026 memory: 2274 2022/08/31 09:20:27 - mmengine - INFO - Epoch(val) [9][1020/6282] eta: 0:03:47 time: 0.0432 data_time: 0.0028 memory: 2279 2022/08/31 09:20:28 - mmengine - INFO - Epoch(val) [9][1040/6282] eta: 0:03:33 time: 0.0408 data_time: 0.0022 memory: 2279 2022/08/31 09:20:28 - mmengine - INFO - Epoch(val) [9][1060/6282] eta: 0:03:38 time: 0.0418 data_time: 0.0028 memory: 2279 2022/08/31 09:20:29 - mmengine - INFO - Epoch(val) [9][1080/6282] eta: 0:03:51 time: 0.0444 data_time: 0.0018 memory: 2279 2022/08/31 09:20:30 - mmengine - INFO - Epoch(val) [9][1100/6282] eta: 0:03:48 time: 0.0441 data_time: 0.0031 memory: 2279 2022/08/31 09:20:31 - mmengine - INFO - Epoch(val) [9][1120/6282] eta: 0:04:06 time: 0.0477 data_time: 0.0030 memory: 2279 2022/08/31 09:20:32 - mmengine - INFO - Epoch(val) [9][1140/6282] eta: 0:04:15 time: 0.0498 data_time: 0.0068 memory: 2279 2022/08/31 09:20:33 - mmengine - INFO - Epoch(val) [9][1160/6282] eta: 0:03:57 time: 0.0463 data_time: 0.0028 memory: 2279 2022/08/31 09:20:34 - mmengine - INFO - Epoch(val) [9][1180/6282] eta: 0:04:11 time: 0.0492 data_time: 0.0024 memory: 2279 2022/08/31 09:20:35 - mmengine - INFO - Epoch(val) [9][1200/6282] eta: 0:04:21 time: 0.0515 data_time: 0.0035 memory: 2279 2022/08/31 09:20:36 - mmengine - INFO - Epoch(val) [9][1220/6282] eta: 0:04:54 time: 0.0582 data_time: 0.0038 memory: 2279 2022/08/31 09:20:37 - mmengine - INFO - Epoch(val) [9][1240/6282] eta: 0:04:03 time: 0.0483 data_time: 0.0034 memory: 2308 2022/08/31 09:20:38 - mmengine - INFO - Epoch(val) [9][1260/6282] eta: 0:04:23 time: 0.0525 data_time: 0.0039 memory: 2308 2022/08/31 09:20:39 - mmengine - INFO - Epoch(val) [9][1280/6282] eta: 0:03:52 time: 0.0465 data_time: 0.0027 memory: 2308 2022/08/31 09:20:40 - mmengine - INFO - Epoch(val) [9][1300/6282] eta: 0:03:54 time: 0.0471 data_time: 0.0031 memory: 2308 2022/08/31 09:20:41 - mmengine - INFO - Epoch(val) [9][1320/6282] eta: 0:03:40 time: 0.0444 data_time: 0.0028 memory: 2308 2022/08/31 09:20:42 - mmengine - INFO - Epoch(val) [9][1340/6282] eta: 0:05:27 time: 0.0662 data_time: 0.0020 memory: 2308 2022/08/31 09:20:43 - mmengine - INFO - Epoch(val) [9][1360/6282] eta: 0:03:08 time: 0.0383 data_time: 0.0018 memory: 2308 2022/08/31 09:20:44 - mmengine - INFO - Epoch(val) [9][1380/6282] eta: 0:03:14 time: 0.0396 data_time: 0.0024 memory: 2308 2022/08/31 09:20:45 - mmengine - INFO - Epoch(val) [9][1400/6282] eta: 0:03:22 time: 0.0414 data_time: 0.0027 memory: 2308 2022/08/31 09:20:46 - mmengine - INFO - Epoch(val) [9][1420/6282] eta: 0:03:07 time: 0.0385 data_time: 0.0025 memory: 2308 2022/08/31 09:20:46 - mmengine - INFO - Epoch(val) [9][1440/6282] eta: 0:03:19 time: 0.0412 data_time: 0.0023 memory: 2308 2022/08/31 09:20:47 - mmengine - INFO - Epoch(val) [9][1460/6282] eta: 0:03:59 time: 0.0496 data_time: 0.0023 memory: 2308 2022/08/31 09:20:48 - mmengine - INFO - Epoch(val) [9][1480/6282] eta: 0:03:49 time: 0.0478 data_time: 0.0023 memory: 2308 2022/08/31 09:20:49 - mmengine - INFO - Epoch(val) [9][1500/6282] eta: 0:03:43 time: 0.0467 data_time: 0.0024 memory: 2308 2022/08/31 09:20:50 - mmengine - INFO - Epoch(val) [9][1520/6282] eta: 0:03:32 time: 0.0447 data_time: 0.0024 memory: 2352 2022/08/31 09:20:51 - mmengine - INFO - Epoch(val) [9][1540/6282] eta: 0:03:43 time: 0.0471 data_time: 0.0019 memory: 2352 2022/08/31 09:20:52 - mmengine - INFO - Epoch(val) [9][1560/6282] eta: 0:03:48 time: 0.0485 data_time: 0.0032 memory: 2352 2022/08/31 09:20:53 - mmengine - INFO - Epoch(val) [9][1580/6282] eta: 0:03:43 time: 0.0475 data_time: 0.0032 memory: 2352 2022/08/31 09:20:54 - mmengine - INFO - Epoch(val) [9][1600/6282] eta: 0:03:18 time: 0.0423 data_time: 0.0022 memory: 2352 2022/08/31 09:20:55 - mmengine - INFO - Epoch(val) [9][1620/6282] eta: 0:03:40 time: 0.0473 data_time: 0.0036 memory: 2352 2022/08/31 09:20:56 - mmengine - INFO - Epoch(val) [9][1640/6282] eta: 0:04:00 time: 0.0518 data_time: 0.0026 memory: 2308 2022/08/31 09:20:57 - mmengine - INFO - Epoch(val) [9][1660/6282] eta: 0:03:24 time: 0.0442 data_time: 0.0017 memory: 2308 2022/08/31 09:20:58 - mmengine - INFO - Epoch(val) [9][1680/6282] eta: 0:03:14 time: 0.0422 data_time: 0.0022 memory: 2308 2022/08/31 09:20:59 - mmengine - INFO - Epoch(val) [9][1700/6282] eta: 0:03:49 time: 0.0502 data_time: 0.0017 memory: 2308 2022/08/31 09:21:00 - mmengine - INFO - Epoch(val) [9][1720/6282] eta: 0:04:06 time: 0.0541 data_time: 0.0021 memory: 2311 2022/08/31 09:21:01 - mmengine - INFO - Epoch(val) [9][1740/6282] eta: 0:03:26 time: 0.0455 data_time: 0.0022 memory: 2308 2022/08/31 09:21:02 - mmengine - INFO - Epoch(val) [9][1760/6282] eta: 0:05:51 time: 0.0777 data_time: 0.0027 memory: 2308 2022/08/31 09:21:03 - mmengine - INFO - Epoch(val) [9][1780/6282] eta: 0:04:01 time: 0.0536 data_time: 0.0027 memory: 2308 2022/08/31 09:21:05 - mmengine - INFO - Epoch(val) [9][1800/6282] eta: 0:04:15 time: 0.0571 data_time: 0.0035 memory: 2308 2022/08/31 09:21:06 - mmengine - INFO - Epoch(val) [9][1820/6282] eta: 0:04:10 time: 0.0563 data_time: 0.0026 memory: 2308 2022/08/31 09:21:07 - mmengine - INFO - Epoch(val) [9][1840/6282] eta: 0:03:44 time: 0.0505 data_time: 0.0024 memory: 2308 2022/08/31 09:21:08 - mmengine - INFO - Epoch(val) [9][1860/6282] eta: 0:03:18 time: 0.0449 data_time: 0.0024 memory: 2308 2022/08/31 09:21:09 - mmengine - INFO - Epoch(val) [9][1880/6282] eta: 0:03:35 time: 0.0489 data_time: 0.0025 memory: 2308 2022/08/31 09:21:09 - mmengine - INFO - Epoch(val) [9][1900/6282] eta: 0:03:20 time: 0.0458 data_time: 0.0027 memory: 2308 2022/08/31 09:21:10 - mmengine - INFO - Epoch(val) [9][1920/6282] eta: 0:03:39 time: 0.0503 data_time: 0.0020 memory: 2308 2022/08/31 09:21:11 - mmengine - INFO - Epoch(val) [9][1940/6282] eta: 0:03:14 time: 0.0447 data_time: 0.0028 memory: 2308 2022/08/31 09:21:12 - mmengine - INFO - Epoch(val) [9][1960/6282] eta: 0:03:36 time: 0.0502 data_time: 0.0034 memory: 2281 2022/08/31 09:21:13 - mmengine - INFO - Epoch(val) [9][1980/6282] eta: 0:03:00 time: 0.0419 data_time: 0.0025 memory: 2281 2022/08/31 09:21:14 - mmengine - INFO - Epoch(val) [9][2000/6282] eta: 0:02:58 time: 0.0417 data_time: 0.0025 memory: 2281 2022/08/31 09:21:15 - mmengine - INFO - Epoch(val) [9][2020/6282] eta: 0:02:57 time: 0.0418 data_time: 0.0025 memory: 2281 2022/08/31 09:21:16 - mmengine - INFO - Epoch(val) [9][2040/6282] eta: 0:02:48 time: 0.0397 data_time: 0.0021 memory: 2281 2022/08/31 09:21:16 - mmengine - INFO - Epoch(val) [9][2060/6282] eta: 0:02:43 time: 0.0388 data_time: 0.0027 memory: 2281 2022/08/31 09:21:17 - mmengine - INFO - Epoch(val) [9][2080/6282] eta: 0:02:54 time: 0.0416 data_time: 0.0035 memory: 2281 2022/08/31 09:21:18 - mmengine - INFO - Epoch(val) [9][2100/6282] eta: 0:02:34 time: 0.0368 data_time: 0.0018 memory: 2281 2022/08/31 09:21:19 - mmengine - INFO - Epoch(val) [9][2120/6282] eta: 0:02:31 time: 0.0364 data_time: 0.0020 memory: 2281 2022/08/31 09:21:20 - mmengine - INFO - Epoch(val) [9][2140/6282] eta: 0:02:45 time: 0.0400 data_time: 0.0025 memory: 2281 2022/08/31 09:21:20 - mmengine - INFO - Epoch(val) [9][2160/6282] eta: 0:02:49 time: 0.0412 data_time: 0.0019 memory: 2279 2022/08/31 09:21:21 - mmengine - INFO - Epoch(val) [9][2180/6282] eta: 0:02:55 time: 0.0428 data_time: 0.0019 memory: 2279 2022/08/31 09:21:23 - mmengine - INFO - Epoch(val) [9][2200/6282] eta: 0:04:20 time: 0.0638 data_time: 0.0024 memory: 2279 2022/08/31 09:21:23 - mmengine - INFO - Epoch(val) [9][2220/6282] eta: 0:03:03 time: 0.0451 data_time: 0.0030 memory: 2279 2022/08/31 09:21:24 - mmengine - INFO - Epoch(val) [9][2240/6282] eta: 0:03:10 time: 0.0471 data_time: 0.0022 memory: 2279 2022/08/31 09:21:25 - mmengine - INFO - Epoch(val) [9][2260/6282] eta: 0:03:07 time: 0.0467 data_time: 0.0030 memory: 2281 2022/08/31 09:21:26 - mmengine - INFO - Epoch(val) [9][2280/6282] eta: 0:03:07 time: 0.0467 data_time: 0.0034 memory: 2281 2022/08/31 09:21:27 - mmengine - INFO - Epoch(val) [9][2300/6282] eta: 0:03:09 time: 0.0475 data_time: 0.0027 memory: 2281 2022/08/31 09:21:28 - mmengine - INFO - Epoch(val) [9][2320/6282] eta: 0:03:03 time: 0.0463 data_time: 0.0035 memory: 2281 2022/08/31 09:21:29 - mmengine - INFO - Epoch(val) [9][2340/6282] eta: 0:02:47 time: 0.0426 data_time: 0.0027 memory: 2281 2022/08/31 09:21:30 - mmengine - INFO - Epoch(val) [9][2360/6282] eta: 0:02:44 time: 0.0420 data_time: 0.0024 memory: 2279 2022/08/31 09:21:31 - mmengine - INFO - Epoch(val) [9][2380/6282] eta: 0:02:45 time: 0.0425 data_time: 0.0018 memory: 2279 2022/08/31 09:21:32 - mmengine - INFO - Epoch(val) [9][2400/6282] eta: 0:02:30 time: 0.0388 data_time: 0.0017 memory: 2279 2022/08/31 09:21:32 - mmengine - INFO - Epoch(val) [9][2420/6282] eta: 0:02:35 time: 0.0402 data_time: 0.0020 memory: 2279 2022/08/31 09:21:33 - mmengine - INFO - Epoch(val) [9][2440/6282] eta: 0:03:00 time: 0.0471 data_time: 0.0024 memory: 2279 2022/08/31 09:21:34 - mmengine - INFO - Epoch(val) [9][2460/6282] eta: 0:03:01 time: 0.0475 data_time: 0.0031 memory: 2308 2022/08/31 09:21:35 - mmengine - INFO - Epoch(val) [9][2480/6282] eta: 0:03:00 time: 0.0475 data_time: 0.0030 memory: 2308 2022/08/31 09:21:36 - mmengine - INFO - Epoch(val) [9][2500/6282] eta: 0:03:00 time: 0.0478 data_time: 0.0032 memory: 2308 2022/08/31 09:21:37 - mmengine - INFO - Epoch(val) [9][2520/6282] eta: 0:03:18 time: 0.0526 data_time: 0.0029 memory: 2308 2022/08/31 09:21:38 - mmengine - INFO - Epoch(val) [9][2540/6282] eta: 0:03:09 time: 0.0506 data_time: 0.0028 memory: 2311 2022/08/31 09:21:39 - mmengine - INFO - Epoch(val) [9][2560/6282] eta: 0:02:37 time: 0.0423 data_time: 0.0023 memory: 2308 2022/08/31 09:21:40 - mmengine - INFO - Epoch(val) [9][2580/6282] eta: 0:02:46 time: 0.0449 data_time: 0.0024 memory: 2308 2022/08/31 09:21:41 - mmengine - INFO - Epoch(val) [9][2600/6282] eta: 0:02:53 time: 0.0470 data_time: 0.0023 memory: 2308 2022/08/31 09:21:42 - mmengine - INFO - Epoch(val) [9][2620/6282] eta: 0:03:00 time: 0.0492 data_time: 0.0021 memory: 2308 2022/08/31 09:21:43 - mmengine - INFO - Epoch(val) [9][2640/6282] eta: 0:02:33 time: 0.0421 data_time: 0.0026 memory: 2308 2022/08/31 09:21:44 - mmengine - INFO - Epoch(val) [9][2660/6282] eta: 0:02:35 time: 0.0428 data_time: 0.0024 memory: 2348 2022/08/31 09:21:45 - mmengine - INFO - Epoch(val) [9][2680/6282] eta: 0:02:59 time: 0.0498 data_time: 0.0026 memory: 2348 2022/08/31 09:21:46 - mmengine - INFO - Epoch(val) [9][2700/6282] eta: 0:02:38 time: 0.0443 data_time: 0.0027 memory: 2348 2022/08/31 09:21:47 - mmengine - INFO - Epoch(val) [9][2720/6282] eta: 0:02:49 time: 0.0477 data_time: 0.0027 memory: 2348 2022/08/31 09:21:48 - mmengine - INFO - Epoch(val) [9][2740/6282] eta: 0:03:05 time: 0.0524 data_time: 0.0033 memory: 2348 2022/08/31 09:21:48 - mmengine - INFO - Epoch(val) [9][2760/6282] eta: 0:02:34 time: 0.0439 data_time: 0.0023 memory: 2281 2022/08/31 09:21:49 - mmengine - INFO - Epoch(val) [9][2780/6282] eta: 0:02:30 time: 0.0429 data_time: 0.0022 memory: 2281 2022/08/31 09:21:50 - mmengine - INFO - Epoch(val) [9][2800/6282] eta: 0:02:22 time: 0.0409 data_time: 0.0023 memory: 2281 2022/08/31 09:21:51 - mmengine - INFO - Epoch(val) [9][2820/6282] eta: 0:02:38 time: 0.0459 data_time: 0.0028 memory: 2281 2022/08/31 09:21:52 - mmengine - INFO - Epoch(val) [9][2840/6282] eta: 0:02:47 time: 0.0488 data_time: 0.0038 memory: 2281 2022/08/31 09:21:53 - mmengine - INFO - Epoch(val) [9][2860/6282] eta: 0:02:30 time: 0.0441 data_time: 0.0021 memory: 2308 2022/08/31 09:21:54 - mmengine - INFO - Epoch(val) [9][2880/6282] eta: 0:02:33 time: 0.0452 data_time: 0.0028 memory: 2308 2022/08/31 09:21:55 - mmengine - INFO - Epoch(val) [9][2900/6282] eta: 0:02:39 time: 0.0471 data_time: 0.0022 memory: 2308 2022/08/31 09:21:56 - mmengine - INFO - Epoch(val) [9][2920/6282] eta: 0:02:18 time: 0.0411 data_time: 0.0023 memory: 2308 2022/08/31 09:21:56 - mmengine - INFO - Epoch(val) [9][2940/6282] eta: 0:02:17 time: 0.0413 data_time: 0.0023 memory: 2293 2022/08/31 09:21:57 - mmengine - INFO - Epoch(val) [9][2960/6282] eta: 0:02:11 time: 0.0397 data_time: 0.0017 memory: 2293 2022/08/31 09:21:58 - mmengine - INFO - Epoch(val) [9][2980/6282] eta: 0:02:16 time: 0.0412 data_time: 0.0023 memory: 2293 2022/08/31 09:21:59 - mmengine - INFO - Epoch(val) [9][3000/6282] eta: 0:02:34 time: 0.0472 data_time: 0.0031 memory: 2293 2022/08/31 09:22:00 - mmengine - INFO - Epoch(val) [9][3020/6282] eta: 0:02:07 time: 0.0391 data_time: 0.0021 memory: 2308 2022/08/31 09:22:01 - mmengine - INFO - Epoch(val) [9][3040/6282] eta: 0:02:30 time: 0.0465 data_time: 0.0020 memory: 2308 2022/08/31 09:22:02 - mmengine - INFO - Epoch(val) [9][3060/6282] eta: 0:02:33 time: 0.0478 data_time: 0.0025 memory: 2308 2022/08/31 09:22:03 - mmengine - INFO - Epoch(val) [9][3080/6282] eta: 0:03:35 time: 0.0672 data_time: 0.0037 memory: 2308 2022/08/31 09:22:04 - mmengine - INFO - Epoch(val) [9][3100/6282] eta: 0:02:33 time: 0.0481 data_time: 0.0029 memory: 2308 2022/08/31 09:22:05 - mmengine - INFO - Epoch(val) [9][3120/6282] eta: 0:02:07 time: 0.0404 data_time: 0.0030 memory: 2281 2022/08/31 09:22:06 - mmengine - INFO - Epoch(val) [9][3140/6282] eta: 0:02:01 time: 0.0388 data_time: 0.0018 memory: 2281 2022/08/31 09:22:06 - mmengine - INFO - Epoch(val) [9][3160/6282] eta: 0:01:57 time: 0.0377 data_time: 0.0019 memory: 2281 2022/08/31 09:22:07 - mmengine - INFO - Epoch(val) [9][3180/6282] eta: 0:01:52 time: 0.0364 data_time: 0.0025 memory: 2281 2022/08/31 09:22:08 - mmengine - INFO - Epoch(val) [9][3200/6282] eta: 0:02:02 time: 0.0399 data_time: 0.0020 memory: 2308 2022/08/31 09:22:09 - mmengine - INFO - Epoch(val) [9][3220/6282] eta: 0:02:00 time: 0.0395 data_time: 0.0020 memory: 2308 2022/08/31 09:22:10 - mmengine - INFO - Epoch(val) [9][3240/6282] eta: 0:02:14 time: 0.0442 data_time: 0.0027 memory: 2308 2022/08/31 09:22:11 - mmengine - INFO - Epoch(val) [9][3260/6282] eta: 0:02:13 time: 0.0441 data_time: 0.0030 memory: 2308 2022/08/31 09:22:11 - mmengine - INFO - Epoch(val) [9][3280/6282] eta: 0:02:13 time: 0.0444 data_time: 0.0021 memory: 2308 2022/08/31 09:22:13 - mmengine - INFO - Epoch(val) [9][3300/6282] eta: 0:02:41 time: 0.0541 data_time: 0.0019 memory: 2308 2022/08/31 09:22:13 - mmengine - INFO - Epoch(val) [9][3320/6282] eta: 0:02:07 time: 0.0429 data_time: 0.0020 memory: 2308 2022/08/31 09:22:14 - mmengine - INFO - Epoch(val) [9][3340/6282] eta: 0:02:27 time: 0.0500 data_time: 0.0021 memory: 2308 2022/08/31 09:22:15 - mmengine - INFO - Epoch(val) [9][3360/6282] eta: 0:02:03 time: 0.0421 data_time: 0.0027 memory: 2308 2022/08/31 09:22:16 - mmengine - INFO - Epoch(val) [9][3380/6282] eta: 0:02:07 time: 0.0438 data_time: 0.0023 memory: 2308 2022/08/31 09:22:17 - mmengine - INFO - Epoch(val) [9][3400/6282] eta: 0:02:30 time: 0.0521 data_time: 0.0027 memory: 2279 2022/08/31 09:22:18 - mmengine - INFO - Epoch(val) [9][3420/6282] eta: 0:02:11 time: 0.0461 data_time: 0.0023 memory: 2279 2022/08/31 09:22:19 - mmengine - INFO - Epoch(val) [9][3440/6282] eta: 0:02:00 time: 0.0425 data_time: 0.0026 memory: 2279 2022/08/31 09:22:20 - mmengine - INFO - Epoch(val) [9][3460/6282] eta: 0:02:47 time: 0.0594 data_time: 0.0034 memory: 2282 2022/08/31 09:22:21 - mmengine - INFO - Epoch(val) [9][3480/6282] eta: 0:02:28 time: 0.0529 data_time: 0.0017 memory: 2279 2022/08/31 09:22:23 - mmengine - INFO - Epoch(val) [9][3500/6282] eta: 0:03:05 time: 0.0666 data_time: 0.0024 memory: 2279 2022/08/31 09:22:23 - mmengine - INFO - Epoch(val) [9][3520/6282] eta: 0:01:54 time: 0.0415 data_time: 0.0031 memory: 2279 2022/08/31 09:22:24 - mmengine - INFO - Epoch(val) [9][3540/6282] eta: 0:01:51 time: 0.0406 data_time: 0.0028 memory: 2279 2022/08/31 09:22:25 - mmengine - INFO - Epoch(val) [9][3560/6282] eta: 0:01:50 time: 0.0407 data_time: 0.0021 memory: 2279 2022/08/31 09:22:26 - mmengine - INFO - Epoch(val) [9][3580/6282] eta: 0:01:49 time: 0.0404 data_time: 0.0025 memory: 2300 2022/08/31 09:22:27 - mmengine - INFO - Epoch(val) [9][3600/6282] eta: 0:02:09 time: 0.0484 data_time: 0.0026 memory: 2300 2022/08/31 09:22:28 - mmengine - INFO - Epoch(val) [9][3620/6282] eta: 0:02:39 time: 0.0599 data_time: 0.0020 memory: 2302 2022/08/31 09:22:29 - mmengine - INFO - Epoch(val) [9][3640/6282] eta: 0:02:03 time: 0.0468 data_time: 0.0026 memory: 2300 2022/08/31 09:22:30 - mmengine - INFO - Epoch(val) [9][3660/6282] eta: 0:02:00 time: 0.0458 data_time: 0.0030 memory: 2300 2022/08/31 09:22:31 - mmengine - INFO - Epoch(val) [9][3680/6282] eta: 0:01:58 time: 0.0455 data_time: 0.0040 memory: 2308 2022/08/31 09:22:32 - mmengine - INFO - Epoch(val) [9][3700/6282] eta: 0:01:47 time: 0.0416 data_time: 0.0025 memory: 2308 2022/08/31 09:22:33 - mmengine - INFO - Epoch(val) [9][3720/6282] eta: 0:02:09 time: 0.0505 data_time: 0.0030 memory: 2308 2022/08/31 09:22:34 - mmengine - INFO - Epoch(val) [9][3740/6282] eta: 0:01:51 time: 0.0440 data_time: 0.0032 memory: 2308 2022/08/31 09:22:34 - mmengine - INFO - Epoch(val) [9][3760/6282] eta: 0:01:49 time: 0.0434 data_time: 0.0026 memory: 2308 2022/08/31 09:22:35 - mmengine - INFO - Epoch(val) [9][3780/6282] eta: 0:01:57 time: 0.0469 data_time: 0.0026 memory: 2308 2022/08/31 09:22:36 - mmengine - INFO - Epoch(val) [9][3800/6282] eta: 0:02:00 time: 0.0486 data_time: 0.0037 memory: 2308 2022/08/31 09:22:37 - mmengine - INFO - Epoch(val) [9][3820/6282] eta: 0:01:53 time: 0.0462 data_time: 0.0021 memory: 2308 2022/08/31 09:22:38 - mmengine - INFO - Epoch(val) [9][3840/6282] eta: 0:01:48 time: 0.0443 data_time: 0.0027 memory: 2308 2022/08/31 09:22:39 - mmengine - INFO - Epoch(val) [9][3860/6282] eta: 0:01:43 time: 0.0428 data_time: 0.0020 memory: 2308 2022/08/31 09:22:40 - mmengine - INFO - Epoch(val) [9][3880/6282] eta: 0:01:40 time: 0.0418 data_time: 0.0031 memory: 2308 2022/08/31 09:22:41 - mmengine - INFO - Epoch(val) [9][3900/6282] eta: 0:01:33 time: 0.0391 data_time: 0.0033 memory: 2308 2022/08/31 09:22:41 - mmengine - INFO - Epoch(val) [9][3920/6282] eta: 0:01:32 time: 0.0394 data_time: 0.0026 memory: 2308 2022/08/31 09:22:43 - mmengine - INFO - Epoch(val) [9][3940/6282] eta: 0:02:32 time: 0.0652 data_time: 0.0023 memory: 2308 2022/08/31 09:22:44 - mmengine - INFO - Epoch(val) [9][3960/6282] eta: 0:01:43 time: 0.0447 data_time: 0.0023 memory: 2308 2022/08/31 09:22:45 - mmengine - INFO - Epoch(val) [9][3980/6282] eta: 0:01:56 time: 0.0507 data_time: 0.0039 memory: 2308 2022/08/31 09:22:46 - mmengine - INFO - Epoch(val) [9][4000/6282] eta: 0:01:37 time: 0.0428 data_time: 0.0028 memory: 2308 2022/08/31 09:22:46 - mmengine - INFO - Epoch(val) [9][4020/6282] eta: 0:01:41 time: 0.0451 data_time: 0.0023 memory: 2308 2022/08/31 09:22:47 - mmengine - INFO - Epoch(val) [9][4040/6282] eta: 0:01:46 time: 0.0474 data_time: 0.0024 memory: 2348 2022/08/31 09:22:48 - mmengine - INFO - Epoch(val) [9][4060/6282] eta: 0:01:50 time: 0.0499 data_time: 0.0038 memory: 2348 2022/08/31 09:22:49 - mmengine - INFO - Epoch(val) [9][4080/6282] eta: 0:01:46 time: 0.0484 data_time: 0.0030 memory: 2348 2022/08/31 09:22:50 - mmengine - INFO - Epoch(val) [9][4100/6282] eta: 0:01:42 time: 0.0471 data_time: 0.0032 memory: 2348 2022/08/31 09:22:51 - mmengine - INFO - Epoch(val) [9][4120/6282] eta: 0:01:49 time: 0.0507 data_time: 0.0031 memory: 2348 2022/08/31 09:22:52 - mmengine - INFO - Epoch(val) [9][4140/6282] eta: 0:01:45 time: 0.0491 data_time: 0.0042 memory: 2348 2022/08/31 09:22:53 - mmengine - INFO - Epoch(val) [9][4160/6282] eta: 0:01:42 time: 0.0484 data_time: 0.0039 memory: 2279 2022/08/31 09:22:54 - mmengine - INFO - Epoch(val) [9][4180/6282] eta: 0:01:37 time: 0.0465 data_time: 0.0030 memory: 2279 2022/08/31 09:22:55 - mmengine - INFO - Epoch(val) [9][4200/6282] eta: 0:01:22 time: 0.0395 data_time: 0.0020 memory: 2279 2022/08/31 09:22:56 - mmengine - INFO - Epoch(val) [9][4220/6282] eta: 0:01:22 time: 0.0400 data_time: 0.0022 memory: 2279 2022/08/31 09:22:57 - mmengine - INFO - Epoch(val) [9][4240/6282] eta: 0:01:22 time: 0.0403 data_time: 0.0026 memory: 2279 2022/08/31 09:22:58 - mmengine - INFO - Epoch(val) [9][4260/6282] eta: 0:01:34 time: 0.0466 data_time: 0.0026 memory: 2279 2022/08/31 09:22:58 - mmengine - INFO - Epoch(val) [9][4280/6282] eta: 0:01:26 time: 0.0430 data_time: 0.0034 memory: 2279 2022/08/31 09:22:59 - mmengine - INFO - Epoch(val) [9][4300/6282] eta: 0:01:19 time: 0.0403 data_time: 0.0018 memory: 2279 2022/08/31 09:23:00 - mmengine - INFO - Epoch(val) [9][4320/6282] eta: 0:01:22 time: 0.0421 data_time: 0.0021 memory: 2279 2022/08/31 09:23:01 - mmengine - INFO - Epoch(val) [9][4340/6282] eta: 0:01:24 time: 0.0435 data_time: 0.0031 memory: 2279 2022/08/31 09:23:02 - mmengine - INFO - Epoch(val) [9][4360/6282] eta: 0:01:16 time: 0.0398 data_time: 0.0023 memory: 2308 2022/08/31 09:23:03 - mmengine - INFO - Epoch(val) [9][4380/6282] eta: 0:01:47 time: 0.0564 data_time: 0.0031 memory: 2308 2022/08/31 09:23:04 - mmengine - INFO - Epoch(val) [9][4400/6282] eta: 0:01:20 time: 0.0430 data_time: 0.0029 memory: 2308 2022/08/31 09:23:05 - mmengine - INFO - Epoch(val) [9][4420/6282] eta: 0:01:09 time: 0.0374 data_time: 0.0025 memory: 2308 2022/08/31 09:23:05 - mmengine - INFO - Epoch(val) [9][4440/6282] eta: 0:01:15 time: 0.0411 data_time: 0.0023 memory: 2312 2022/08/31 09:23:06 - mmengine - INFO - Epoch(val) [9][4460/6282] eta: 0:01:24 time: 0.0461 data_time: 0.0022 memory: 2312 2022/08/31 09:23:07 - mmengine - INFO - Epoch(val) [9][4480/6282] eta: 0:01:14 time: 0.0412 data_time: 0.0029 memory: 2312 2022/08/31 09:23:08 - mmengine - INFO - Epoch(val) [9][4500/6282] eta: 0:01:19 time: 0.0444 data_time: 0.0024 memory: 2312 2022/08/31 09:23:09 - mmengine - INFO - Epoch(val) [9][4520/6282] eta: 0:01:13 time: 0.0415 data_time: 0.0028 memory: 2312 2022/08/31 09:23:10 - mmengine - INFO - Epoch(val) [9][4540/6282] eta: 0:01:12 time: 0.0414 data_time: 0.0024 memory: 2281 2022/08/31 09:23:11 - mmengine - INFO - Epoch(val) [9][4560/6282] eta: 0:01:13 time: 0.0428 data_time: 0.0024 memory: 2281 2022/08/31 09:23:12 - mmengine - INFO - Epoch(val) [9][4580/6282] eta: 0:01:20 time: 0.0472 data_time: 0.0019 memory: 2281 2022/08/31 09:23:12 - mmengine - INFO - Epoch(val) [9][4600/6282] eta: 0:01:13 time: 0.0435 data_time: 0.0030 memory: 2281 2022/08/31 09:23:13 - mmengine - INFO - Epoch(val) [9][4620/6282] eta: 0:01:14 time: 0.0447 data_time: 0.0023 memory: 2281 2022/08/31 09:23:14 - mmengine - INFO - Epoch(val) [9][4640/6282] eta: 0:01:10 time: 0.0427 data_time: 0.0026 memory: 2312 2022/08/31 09:23:15 - mmengine - INFO - Epoch(val) [9][4660/6282] eta: 0:01:14 time: 0.0462 data_time: 0.0034 memory: 2312 2022/08/31 09:23:16 - mmengine - INFO - Epoch(val) [9][4680/6282] eta: 0:01:09 time: 0.0435 data_time: 0.0021 memory: 2312 2022/08/31 09:23:17 - mmengine - INFO - Epoch(val) [9][4700/6282] eta: 0:01:16 time: 0.0483 data_time: 0.0027 memory: 2312 2022/08/31 09:23:18 - mmengine - INFO - Epoch(val) [9][4720/6282] eta: 0:01:10 time: 0.0453 data_time: 0.0032 memory: 2312 2022/08/31 09:23:19 - mmengine - INFO - Epoch(val) [9][4740/6282] eta: 0:01:03 time: 0.0414 data_time: 0.0024 memory: 2292 2022/08/31 09:23:20 - mmengine - INFO - Epoch(val) [9][4760/6282] eta: 0:01:08 time: 0.0449 data_time: 0.0018 memory: 2292 2022/08/31 09:23:20 - mmengine - INFO - Epoch(val) [9][4780/6282] eta: 0:00:54 time: 0.0364 data_time: 0.0020 memory: 2292 2022/08/31 09:23:21 - mmengine - INFO - Epoch(val) [9][4800/6282] eta: 0:01:06 time: 0.0445 data_time: 0.0028 memory: 2292 2022/08/31 09:23:23 - mmengine - INFO - Epoch(val) [9][4820/6282] eta: 0:01:34 time: 0.0650 data_time: 0.0027 memory: 2308 2022/08/31 09:23:23 - mmengine - INFO - Epoch(val) [9][4840/6282] eta: 0:01:02 time: 0.0436 data_time: 0.0026 memory: 2308 2022/08/31 09:23:24 - mmengine - INFO - Epoch(val) [9][4860/6282] eta: 0:00:56 time: 0.0395 data_time: 0.0028 memory: 2308 2022/08/31 09:23:25 - mmengine - INFO - Epoch(val) [9][4880/6282] eta: 0:00:59 time: 0.0424 data_time: 0.0019 memory: 2308 2022/08/31 09:23:26 - mmengine - INFO - Epoch(val) [9][4900/6282] eta: 0:00:56 time: 0.0411 data_time: 0.0025 memory: 2308 2022/08/31 09:23:27 - mmengine - INFO - Epoch(val) [9][4920/6282] eta: 0:00:56 time: 0.0414 data_time: 0.0027 memory: 2310 2022/08/31 09:23:28 - mmengine - INFO - Epoch(val) [9][4940/6282] eta: 0:01:00 time: 0.0454 data_time: 0.0021 memory: 2310 2022/08/31 09:23:29 - mmengine - INFO - Epoch(val) [9][4960/6282] eta: 0:01:02 time: 0.0473 data_time: 0.0031 memory: 2310 2022/08/31 09:23:30 - mmengine - INFO - Epoch(val) [9][4980/6282] eta: 0:01:01 time: 0.0474 data_time: 0.0033 memory: 2310 2022/08/31 09:23:30 - mmengine - INFO - Epoch(val) [9][5000/6282] eta: 0:00:53 time: 0.0420 data_time: 0.0028 memory: 2310 2022/08/31 09:23:31 - mmengine - INFO - Epoch(val) [9][5020/6282] eta: 0:00:52 time: 0.0419 data_time: 0.0033 memory: 2310 2022/08/31 09:23:32 - mmengine - INFO - Epoch(val) [9][5040/6282] eta: 0:00:50 time: 0.0407 data_time: 0.0028 memory: 2281 2022/08/31 09:23:33 - mmengine - INFO - Epoch(val) [9][5060/6282] eta: 0:00:53 time: 0.0437 data_time: 0.0027 memory: 2281 2022/08/31 09:23:34 - mmengine - INFO - Epoch(val) [9][5080/6282] eta: 0:00:58 time: 0.0483 data_time: 0.0021 memory: 2281 2022/08/31 09:23:35 - mmengine - INFO - Epoch(val) [9][5100/6282] eta: 0:00:46 time: 0.0397 data_time: 0.0017 memory: 2281 2022/08/31 09:23:36 - mmengine - INFO - Epoch(val) [9][5120/6282] eta: 0:00:50 time: 0.0432 data_time: 0.0025 memory: 2281 2022/08/31 09:23:36 - mmengine - INFO - Epoch(val) [9][5140/6282] eta: 0:00:42 time: 0.0370 data_time: 0.0017 memory: 2279 2022/08/31 09:23:37 - mmengine - INFO - Epoch(val) [9][5160/6282] eta: 0:00:48 time: 0.0434 data_time: 0.0026 memory: 2279 2022/08/31 09:23:38 - mmengine - INFO - Epoch(val) [9][5180/6282] eta: 0:00:49 time: 0.0446 data_time: 0.0026 memory: 2279 2022/08/31 09:23:39 - mmengine - INFO - Epoch(val) [9][5200/6282] eta: 0:00:46 time: 0.0429 data_time: 0.0029 memory: 2279 2022/08/31 09:23:40 - mmengine - INFO - Epoch(val) [9][5220/6282] eta: 0:00:42 time: 0.0398 data_time: 0.0019 memory: 2279 2022/08/31 09:23:41 - mmengine - INFO - Epoch(val) [9][5240/6282] eta: 0:00:55 time: 0.0536 data_time: 0.0027 memory: 2282 2022/08/31 09:23:42 - mmengine - INFO - Epoch(val) [9][5260/6282] eta: 0:00:44 time: 0.0432 data_time: 0.0021 memory: 2279 2022/08/31 09:23:43 - mmengine - INFO - Epoch(val) [9][5280/6282] eta: 0:01:04 time: 0.0648 data_time: 0.0035 memory: 2279 2022/08/31 09:23:44 - mmengine - INFO - Epoch(val) [9][5300/6282] eta: 0:00:43 time: 0.0445 data_time: 0.0018 memory: 2279 2022/08/31 09:23:45 - mmengine - INFO - Epoch(val) [9][5320/6282] eta: 0:00:45 time: 0.0470 data_time: 0.0036 memory: 2279 2022/08/31 09:23:46 - mmengine - INFO - Epoch(val) [9][5340/6282] eta: 0:00:42 time: 0.0455 data_time: 0.0029 memory: 2279 2022/08/31 09:23:47 - mmengine - INFO - Epoch(val) [9][5360/6282] eta: 0:00:44 time: 0.0479 data_time: 0.0022 memory: 2279 2022/08/31 09:23:48 - mmengine - INFO - Epoch(val) [9][5380/6282] eta: 0:00:50 time: 0.0556 data_time: 0.0033 memory: 2279 2022/08/31 09:23:49 - mmengine - INFO - Epoch(val) [9][5400/6282] eta: 0:00:38 time: 0.0432 data_time: 0.0035 memory: 2279 2022/08/31 09:23:50 - mmengine - INFO - Epoch(val) [9][5420/6282] eta: 0:00:34 time: 0.0398 data_time: 0.0024 memory: 2279 2022/08/31 09:23:50 - mmengine - INFO - Epoch(val) [9][5440/6282] eta: 0:00:33 time: 0.0397 data_time: 0.0018 memory: 2279 2022/08/31 09:23:51 - mmengine - INFO - Epoch(val) [9][5460/6282] eta: 0:00:35 time: 0.0431 data_time: 0.0028 memory: 2279 2022/08/31 09:23:52 - mmengine - INFO - Epoch(val) [9][5480/6282] eta: 0:00:36 time: 0.0451 data_time: 0.0056 memory: 2279 2022/08/31 09:23:53 - mmengine - INFO - Epoch(val) [9][5500/6282] eta: 0:00:34 time: 0.0444 data_time: 0.0027 memory: 2279 2022/08/31 09:23:54 - mmengine - INFO - Epoch(val) [9][5520/6282] eta: 0:00:36 time: 0.0482 data_time: 0.0025 memory: 2289 2022/08/31 09:23:55 - mmengine - INFO - Epoch(val) [9][5540/6282] eta: 0:00:38 time: 0.0517 data_time: 0.0030 memory: 2289 2022/08/31 09:23:56 - mmengine - INFO - Epoch(val) [9][5560/6282] eta: 0:00:30 time: 0.0428 data_time: 0.0024 memory: 2289 2022/08/31 09:23:57 - mmengine - INFO - Epoch(val) [9][5580/6282] eta: 0:00:29 time: 0.0425 data_time: 0.0025 memory: 2289 2022/08/31 09:23:58 - mmengine - INFO - Epoch(val) [9][5600/6282] eta: 0:00:28 time: 0.0424 data_time: 0.0033 memory: 2289 2022/08/31 09:23:58 - mmengine - INFO - Epoch(val) [9][5620/6282] eta: 0:00:27 time: 0.0418 data_time: 0.0018 memory: 2289 2022/08/31 09:23:59 - mmengine - INFO - Epoch(val) [9][5640/6282] eta: 0:00:26 time: 0.0409 data_time: 0.0031 memory: 2279 2022/08/31 09:24:00 - mmengine - INFO - Epoch(val) [9][5660/6282] eta: 0:00:24 time: 0.0391 data_time: 0.0024 memory: 2279 2022/08/31 09:24:01 - mmengine - INFO - Epoch(val) [9][5680/6282] eta: 0:00:25 time: 0.0418 data_time: 0.0026 memory: 2279 2022/08/31 09:24:02 - mmengine - INFO - Epoch(val) [9][5700/6282] eta: 0:00:23 time: 0.0396 data_time: 0.0022 memory: 2279 2022/08/31 09:24:03 - mmengine - INFO - Epoch(val) [9][5720/6282] eta: 0:00:26 time: 0.0468 data_time: 0.0027 memory: 2296 2022/08/31 09:24:04 - mmengine - INFO - Epoch(val) [9][5740/6282] eta: 0:00:24 time: 0.0457 data_time: 0.0030 memory: 2296 2022/08/31 09:24:05 - mmengine - INFO - Epoch(val) [9][5760/6282] eta: 0:00:25 time: 0.0485 data_time: 0.0030 memory: 2296 2022/08/31 09:24:06 - mmengine - INFO - Epoch(val) [9][5780/6282] eta: 0:00:25 time: 0.0516 data_time: 0.0021 memory: 2296 2022/08/31 09:24:07 - mmengine - INFO - Epoch(val) [9][5800/6282] eta: 0:00:23 time: 0.0493 data_time: 0.0028 memory: 2296 2022/08/31 09:24:08 - mmengine - INFO - Epoch(val) [9][5820/6282] eta: 0:00:22 time: 0.0481 data_time: 0.0024 memory: 2296 2022/08/31 09:24:08 - mmengine - INFO - Epoch(val) [9][5840/6282] eta: 0:00:20 time: 0.0456 data_time: 0.0028 memory: 2289 2022/08/31 09:24:09 - mmengine - INFO - Epoch(val) [9][5860/6282] eta: 0:00:18 time: 0.0434 data_time: 0.0021 memory: 2289 2022/08/31 09:24:10 - mmengine - INFO - Epoch(val) [9][5880/6282] eta: 0:00:17 time: 0.0427 data_time: 0.0026 memory: 2289 2022/08/31 09:24:11 - mmengine - INFO - Epoch(val) [9][5900/6282] eta: 0:00:16 time: 0.0440 data_time: 0.0036 memory: 2289 2022/08/31 09:24:12 - mmengine - INFO - Epoch(val) [9][5920/6282] eta: 0:00:14 time: 0.0404 data_time: 0.0030 memory: 2289 2022/08/31 09:24:13 - mmengine - INFO - Epoch(val) [9][5940/6282] eta: 0:00:12 time: 0.0374 data_time: 0.0019 memory: 2279 2022/08/31 09:24:13 - mmengine - INFO - Epoch(val) [9][5960/6282] eta: 0:00:12 time: 0.0395 data_time: 0.0023 memory: 2279 2022/08/31 09:24:14 - mmengine - INFO - Epoch(val) [9][5980/6282] eta: 0:00:11 time: 0.0380 data_time: 0.0025 memory: 2279 2022/08/31 09:24:15 - mmengine - INFO - Epoch(val) [9][6000/6282] eta: 0:00:11 time: 0.0411 data_time: 0.0033 memory: 2308 2022/08/31 09:24:16 - mmengine - INFO - Epoch(val) [9][6020/6282] eta: 0:00:10 time: 0.0394 data_time: 0.0023 memory: 2308 2022/08/31 09:24:17 - mmengine - INFO - Epoch(val) [9][6040/6282] eta: 0:00:09 time: 0.0399 data_time: 0.0018 memory: 2308 2022/08/31 09:24:18 - mmengine - INFO - Epoch(val) [9][6060/6282] eta: 0:00:09 time: 0.0431 data_time: 0.0030 memory: 2308 2022/08/31 09:24:18 - mmengine - INFO - Epoch(val) [9][6080/6282] eta: 0:00:09 time: 0.0446 data_time: 0.0023 memory: 2308 2022/08/31 09:24:19 - mmengine - INFO - Epoch(val) [9][6100/6282] eta: 0:00:07 time: 0.0404 data_time: 0.0020 memory: 2308 2022/08/31 09:24:20 - mmengine - INFO - Epoch(val) [9][6120/6282] eta: 0:00:07 time: 0.0460 data_time: 0.0020 memory: 2308 2022/08/31 09:24:21 - mmengine - INFO - Epoch(val) [9][6140/6282] eta: 0:00:07 time: 0.0511 data_time: 0.0020 memory: 2308 2022/08/31 09:24:22 - mmengine - INFO - Epoch(val) [9][6160/6282] eta: 0:00:07 time: 0.0614 data_time: 0.0017 memory: 2308 2022/08/31 09:24:23 - mmengine - INFO - Epoch(val) [9][6180/6282] eta: 0:00:03 time: 0.0308 data_time: 0.0013 memory: 2308 2022/08/31 09:24:24 - mmengine - INFO - Epoch(val) [9][6200/6282] eta: 0:00:02 time: 0.0270 data_time: 0.0012 memory: 2308 2022/08/31 09:24:24 - mmengine - INFO - Epoch(val) [9][6220/6282] eta: 0:00:01 time: 0.0282 data_time: 0.0012 memory: 2308 2022/08/31 09:24:25 - mmengine - INFO - Epoch(val) [9][6240/6282] eta: 0:00:01 time: 0.0277 data_time: 0.0012 memory: 2308 2022/08/31 09:24:25 - mmengine - INFO - Epoch(val) [9][6260/6282] eta: 0:00:00 time: 0.0274 data_time: 0.0012 memory: 2308 2022/08/31 09:24:26 - mmengine - INFO - Epoch(val) [9][6280/6282] eta: 0:00:00 time: 0.0341 data_time: 0.0012 memory: 2308 2022/08/31 09:29:55 - mmengine - INFO - Epoch(val) [9][6282/6282] mAP/mAP@0.5IOU: 0.2360 2022/08/31 09:29:55 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_9.pth is removed 2022/08/31 09:29:59 - mmengine - INFO - The best checkpoint with 0.2360 mAP/mAP@0.5IOU at 10 epoch is saved to best_mAP/mAP@0.5IOU_epoch_10.pth. 2022/08/31 09:30:09 - mmengine - INFO - Epoch(train) [10][20/1921] lr: 1.5000e-01 eta: 3:02:40 time: 0.5242 data_time: 0.0341 memory: 8526 grad_norm: 0.0836 recall@thr=0.5: 0.7342 prec@thr=0.5: 0.7719 recall@top3: 0.8539 prec@top3: 0.6667 recall@top5: 0.9596 prec@top5: 0.4632 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 09:30:20 - mmengine - INFO - Epoch(train) [10][40/1921] lr: 1.5000e-01 eta: 3:02:30 time: 0.5497 data_time: 0.0182 memory: 8508 grad_norm: 0.0907 recall@thr=0.5: 0.7031 prec@thr=0.5: 0.7214 recall@top3: 0.8125 prec@top3: 0.5833 recall@top5: 0.9792 prec@top5: 0.4312 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 09:30:31 - mmengine - INFO - Epoch(train) [10][60/1921] lr: 1.5000e-01 eta: 3:02:20 time: 0.5147 data_time: 0.0189 memory: 8491 grad_norm: 0.0889 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8854 recall@top3: 0.8214 prec@top3: 0.6458 recall@top5: 0.9719 prec@top5: 0.5000 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 09:30:41 - mmengine - INFO - Epoch(train) [10][80/1921] lr: 1.5000e-01 eta: 3:02:10 time: 0.5312 data_time: 0.0181 memory: 8534 grad_norm: 0.0903 recall@thr=0.5: 0.6275 prec@thr=0.5: 0.6936 recall@top3: 0.7304 prec@top3: 0.5392 recall@top5: 0.8456 prec@top5: 0.3882 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:30:51 - mmengine - INFO - Epoch(train) [10][100/1921] lr: 1.5000e-01 eta: 3:01:59 time: 0.4990 data_time: 0.0191 memory: 8542 grad_norm: 0.0873 recall@thr=0.5: 0.7391 prec@thr=0.5: 0.8586 recall@top3: 0.8379 prec@top3: 0.7356 recall@top5: 0.9632 prec@top5: 0.5310 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 09:31:02 - mmengine - INFO - Epoch(train) [10][120/1921] lr: 1.5000e-01 eta: 3:01:49 time: 0.5308 data_time: 0.0131 memory: 8491 grad_norm: 0.0869 recall@thr=0.5: 0.7821 prec@thr=0.5: 0.8974 recall@top3: 0.8718 prec@top3: 0.5641 recall@top5: 0.9295 prec@top5: 0.3692 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 09:31:12 - mmengine - INFO - Epoch(train) [10][140/1921] lr: 1.5000e-01 eta: 3:01:38 time: 0.5295 data_time: 0.0187 memory: 8585 grad_norm: 0.0919 recall@thr=0.5: 0.7543 prec@thr=0.5: 0.8726 recall@top3: 0.8097 prec@top3: 0.6667 recall@top5: 0.9290 prec@top5: 0.4645 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 09:31:22 - mmengine - INFO - Epoch(train) [10][160/1921] lr: 1.5000e-01 eta: 3:01:27 time: 0.4931 data_time: 0.0152 memory: 8508 grad_norm: 0.0900 recall@thr=0.5: 0.7193 prec@thr=0.5: 0.7776 recall@top3: 0.8311 prec@top3: 0.6491 recall@top5: 0.9868 prec@top5: 0.4842 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 09:31:33 - mmengine - INFO - Epoch(train) [10][180/1921] lr: 1.5000e-01 eta: 3:01:17 time: 0.5180 data_time: 0.0167 memory: 8559 grad_norm: 0.0867 recall@thr=0.5: 0.6865 prec@thr=0.5: 0.7639 recall@top3: 0.8540 prec@top3: 0.6508 recall@top5: 0.9389 prec@top5: 0.4429 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 09:31:43 - mmengine - INFO - Epoch(train) [10][200/1921] lr: 1.5000e-01 eta: 3:01:07 time: 0.5249 data_time: 0.0162 memory: 8542 grad_norm: 0.0890 recall@thr=0.5: 0.7367 prec@thr=0.5: 0.7207 recall@top3: 0.8000 prec@top3: 0.6133 recall@top5: 0.8933 prec@top5: 0.4320 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 09:31:53 - mmengine - INFO - Epoch(train) [10][220/1921] lr: 1.5000e-01 eta: 3:00:56 time: 0.5162 data_time: 0.0217 memory: 8508 grad_norm: 0.0883 recall@thr=0.5: 0.6646 prec@thr=0.5: 0.8479 recall@top3: 0.7479 prec@top3: 0.6583 recall@top5: 0.9333 prec@top5: 0.5050 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 09:32:04 - mmengine - INFO - Epoch(train) [10][240/1921] lr: 1.5000e-01 eta: 3:00:46 time: 0.5277 data_time: 0.0202 memory: 8594 grad_norm: 0.0905 recall@thr=0.5: 0.7968 prec@thr=0.5: 0.8522 recall@top3: 0.8048 prec@top3: 0.7097 recall@top5: 0.9387 prec@top5: 0.5161 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 09:32:14 - mmengine - INFO - Epoch(train) [10][260/1921] lr: 1.5000e-01 eta: 3:00:35 time: 0.5055 data_time: 0.0179 memory: 8482 grad_norm: 0.0939 recall@thr=0.5: 0.6696 prec@thr=0.5: 0.6720 recall@top3: 0.7530 prec@top3: 0.5714 recall@top5: 0.9196 prec@top5: 0.4214 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 09:32:24 - mmengine - INFO - Epoch(train) [10][280/1921] lr: 1.5000e-01 eta: 3:00:24 time: 0.4961 data_time: 0.0203 memory: 8654 grad_norm: 0.0843 recall@thr=0.5: 0.7902 prec@thr=0.5: 0.7960 recall@top3: 0.9080 prec@top3: 0.7356 recall@top5: 0.9655 prec@top5: 0.4759 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 09:32:35 - mmengine - INFO - Epoch(train) [10][300/1921] lr: 1.5000e-01 eta: 3:00:14 time: 0.5260 data_time: 0.0160 memory: 8526 grad_norm: 0.0917 recall@thr=0.5: 0.7529 prec@thr=0.5: 0.9138 recall@top3: 0.8736 prec@top3: 0.6667 recall@top5: 0.9655 prec@top5: 0.4552 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 09:32:45 - mmengine - INFO - Epoch(train) [10][320/1921] lr: 1.5000e-01 eta: 3:00:04 time: 0.5190 data_time: 0.0209 memory: 8526 grad_norm: 0.0907 recall@thr=0.5: 0.6199 prec@thr=0.5: 0.7480 recall@top3: 0.7764 prec@top3: 0.6911 recall@top5: 0.9248 prec@top5: 0.4976 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 09:32:55 - mmengine - INFO - Epoch(train) [10][340/1921] lr: 1.5000e-01 eta: 2:59:54 time: 0.5222 data_time: 0.0195 memory: 8534 grad_norm: 0.0893 recall@thr=0.5: 0.6914 prec@thr=0.5: 0.7829 recall@top3: 0.8198 prec@top3: 0.7207 recall@top5: 0.9595 prec@top5: 0.5135 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 09:33:06 - mmengine - INFO - Epoch(train) [10][360/1921] lr: 1.5000e-01 eta: 2:59:43 time: 0.5088 data_time: 0.0215 memory: 8500 grad_norm: 0.0873 recall@thr=0.5: 0.7432 prec@thr=0.5: 0.8288 recall@top3: 0.8356 prec@top3: 0.7838 recall@top5: 0.9392 prec@top5: 0.5405 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 09:33:16 - mmengine - INFO - Epoch(train) [10][380/1921] lr: 1.5000e-01 eta: 2:59:32 time: 0.5147 data_time: 0.0171 memory: 8594 grad_norm: 0.0915 recall@thr=0.5: 0.7806 prec@thr=0.5: 0.8500 recall@top3: 0.8017 prec@top3: 0.7556 recall@top5: 0.9367 prec@top5: 0.5533 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 09:33:26 - mmengine - INFO - Epoch(train) [10][400/1921] lr: 1.5000e-01 eta: 2:59:22 time: 0.5069 data_time: 0.0195 memory: 8517 grad_norm: 0.0903 recall@thr=0.5: 0.8382 prec@thr=0.5: 0.8206 recall@top3: 0.8382 prec@top3: 0.6275 recall@top5: 0.9608 prec@top5: 0.4412 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 09:33:37 - mmengine - INFO - Epoch(train) [10][420/1921] lr: 1.5000e-01 eta: 2:59:11 time: 0.5248 data_time: 0.0205 memory: 8500 grad_norm: 0.0884 recall@thr=0.5: 0.6793 prec@thr=0.5: 0.7677 recall@top3: 0.8333 prec@top3: 0.6869 recall@top5: 0.9495 prec@top5: 0.4909 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 09:33:47 - mmengine - INFO - Epoch(train) [10][440/1921] lr: 1.5000e-01 eta: 2:59:01 time: 0.5292 data_time: 0.0185 memory: 8577 grad_norm: 0.0876 recall@thr=0.5: 0.6019 prec@thr=0.5: 0.7245 recall@top3: 0.7917 prec@top3: 0.7222 recall@top5: 0.9213 prec@top5: 0.5000 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 09:33:58 - mmengine - INFO - Epoch(train) [10][460/1921] lr: 1.5000e-01 eta: 2:58:51 time: 0.5198 data_time: 0.0179 memory: 8508 grad_norm: 0.0880 recall@thr=0.5: 0.5729 prec@thr=0.5: 0.6958 recall@top3: 0.6776 prec@top3: 0.6562 recall@top5: 0.8255 prec@top5: 0.4812 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 09:34:08 - mmengine - INFO - Epoch(train) [10][480/1921] lr: 1.5000e-01 eta: 2:58:40 time: 0.5016 data_time: 0.0194 memory: 8671 grad_norm: 0.0919 recall@thr=0.5: 0.8190 prec@thr=0.5: 0.7444 recall@top3: 0.8755 prec@top3: 0.6759 recall@top5: 0.9907 prec@top5: 0.4833 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 09:34:18 - mmengine - INFO - Epoch(train) [10][500/1921] lr: 1.5000e-01 eta: 2:58:30 time: 0.5255 data_time: 0.0158 memory: 8679 grad_norm: 0.0897 recall@thr=0.5: 0.7905 prec@thr=0.5: 0.8952 recall@top3: 0.8738 prec@top3: 0.7524 recall@top5: 0.9810 prec@top5: 0.5086 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 09:34:29 - mmengine - INFO - Epoch(train) [10][520/1921] lr: 1.5000e-01 eta: 2:58:20 time: 0.5227 data_time: 0.0202 memory: 8534 grad_norm: 0.0889 recall@thr=0.5: 0.7113 prec@thr=0.5: 0.8829 recall@top3: 0.8162 prec@top3: 0.7387 recall@top5: 0.9495 prec@top5: 0.5297 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 09:34:39 - mmengine - INFO - Epoch(train) [10][540/1921] lr: 1.5000e-01 eta: 2:58:10 time: 0.5301 data_time: 0.0183 memory: 8465 grad_norm: 0.0870 recall@thr=0.5: 0.6556 prec@thr=0.5: 0.8222 recall@top3: 0.7500 prec@top3: 0.5444 recall@top5: 0.8944 prec@top5: 0.4000 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 09:34:49 - mmengine - INFO - Epoch(train) [10][560/1921] lr: 1.5000e-01 eta: 2:57:59 time: 0.5060 data_time: 0.0216 memory: 8671 grad_norm: 0.0919 recall@thr=0.5: 0.8362 prec@thr=0.5: 0.8821 recall@top3: 0.8708 prec@top3: 0.8113 recall@top5: 0.9491 prec@top5: 0.5434 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 09:35:00 - mmengine - INFO - Epoch(train) [10][580/1921] lr: 1.5000e-01 eta: 2:57:48 time: 0.5207 data_time: 0.0158 memory: 8526 grad_norm: 0.0884 recall@thr=0.5: 0.6692 prec@thr=0.5: 0.7288 recall@top3: 0.8232 prec@top3: 0.7172 recall@top5: 0.9697 prec@top5: 0.5212 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 09:35:10 - mmengine - INFO - Epoch(train) [10][600/1921] lr: 1.5000e-01 eta: 2:57:38 time: 0.4951 data_time: 0.0228 memory: 8491 grad_norm: 0.0931 recall@thr=0.5: 0.7828 prec@thr=0.5: 0.8944 recall@top3: 0.8544 prec@top3: 0.7222 recall@top5: 0.9583 prec@top5: 0.5133 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 09:35:20 - mmengine - INFO - Epoch(train) [10][620/1921] lr: 1.5000e-01 eta: 2:57:27 time: 0.5202 data_time: 0.0158 memory: 8612 grad_norm: 0.0902 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7304 recall@top3: 0.7536 prec@top3: 0.5652 recall@top5: 0.9348 prec@top5: 0.4348 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 09:35:31 - mmengine - INFO - Epoch(train) [10][640/1921] lr: 1.5000e-01 eta: 2:57:17 time: 0.5304 data_time: 0.0215 memory: 8568 grad_norm: 0.0918 recall@thr=0.5: 0.6594 prec@thr=0.5: 0.8696 recall@top3: 0.8587 prec@top3: 0.7246 recall@top5: 0.9457 prec@top5: 0.4957 loss_action_cls: 0.0384 loss: 0.0384 2022/08/31 09:35:41 - mmengine - INFO - Epoch(train) [10][660/1921] lr: 1.5000e-01 eta: 2:57:06 time: 0.4995 data_time: 0.0160 memory: 8508 grad_norm: 0.0931 recall@thr=0.5: 0.6694 prec@thr=0.5: 0.7306 recall@top3: 0.8139 prec@top3: 0.6111 recall@top5: 0.9167 prec@top5: 0.4133 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:35:51 - mmengine - INFO - Epoch(train) [10][680/1921] lr: 1.5000e-01 eta: 2:56:56 time: 0.5331 data_time: 0.0193 memory: 8612 grad_norm: 0.0901 recall@thr=0.5: 0.7775 prec@thr=0.5: 0.7979 recall@top3: 0.8133 prec@top3: 0.6917 recall@top5: 0.9483 prec@top5: 0.4900 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 09:36:01 - mmengine - INFO - Epoch(train) [10][700/1921] lr: 1.5000e-01 eta: 2:56:45 time: 0.4868 data_time: 0.0169 memory: 8491 grad_norm: 0.0901 recall@thr=0.5: 0.7886 prec@thr=0.5: 0.7833 recall@top3: 0.8081 prec@top3: 0.6857 recall@top5: 0.9619 prec@top5: 0.5200 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 09:36:07 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 09:36:11 - mmengine - INFO - Epoch(train) [10][720/1921] lr: 1.5000e-01 eta: 2:56:35 time: 0.5257 data_time: 0.0201 memory: 8559 grad_norm: 0.0931 recall@thr=0.5: 0.7479 prec@thr=0.5: 0.8500 recall@top3: 0.8521 prec@top3: 0.7333 recall@top5: 0.9521 prec@top5: 0.4800 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 09:36:22 - mmengine - INFO - Epoch(train) [10][740/1921] lr: 1.5000e-01 eta: 2:56:24 time: 0.5144 data_time: 0.0224 memory: 8526 grad_norm: 0.0915 recall@thr=0.5: 0.8707 prec@thr=0.5: 0.9172 recall@top3: 0.8764 prec@top3: 0.7816 recall@top5: 0.9655 prec@top5: 0.5310 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 09:36:32 - mmengine - INFO - Epoch(train) [10][760/1921] lr: 1.5000e-01 eta: 2:56:14 time: 0.5001 data_time: 0.0223 memory: 8577 grad_norm: 0.0865 recall@thr=0.5: 0.6648 prec@thr=0.5: 0.7462 recall@top3: 0.7295 prec@top3: 0.6190 recall@top5: 0.8505 prec@top5: 0.4400 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 09:36:42 - mmengine - INFO - Epoch(train) [10][780/1921] lr: 1.5000e-01 eta: 2:56:03 time: 0.5336 data_time: 0.0149 memory: 8559 grad_norm: 0.0881 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7333 recall@top3: 0.8222 prec@top3: 0.6667 recall@top5: 0.9444 prec@top5: 0.4733 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 09:36:53 - mmengine - INFO - Epoch(train) [10][800/1921] lr: 1.5000e-01 eta: 2:55:53 time: 0.5088 data_time: 0.0170 memory: 8552 grad_norm: 0.0845 recall@thr=0.5: 0.7525 prec@thr=0.5: 0.8813 recall@top3: 0.8157 prec@top3: 0.7677 recall@top5: 0.9773 prec@top5: 0.5758 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 09:37:03 - mmengine - INFO - Epoch(train) [10][820/1921] lr: 1.5000e-01 eta: 2:55:43 time: 0.5285 data_time: 0.0176 memory: 8585 grad_norm: 0.0876 recall@thr=0.5: 0.6358 prec@thr=0.5: 0.8519 recall@top3: 0.7932 prec@top3: 0.6173 recall@top5: 0.8580 prec@top5: 0.4148 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 09:37:14 - mmengine - INFO - Epoch(train) [10][840/1921] lr: 1.5000e-01 eta: 2:55:32 time: 0.5163 data_time: 0.0167 memory: 8526 grad_norm: 0.0859 recall@thr=0.5: 0.7014 prec@thr=0.5: 0.7685 recall@top3: 0.7361 prec@top3: 0.5833 recall@top5: 0.8796 prec@top5: 0.4278 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 09:37:23 - mmengine - INFO - Epoch(train) [10][860/1921] lr: 1.5000e-01 eta: 2:55:21 time: 0.4906 data_time: 0.0183 memory: 8542 grad_norm: 0.0856 recall@thr=0.5: 0.6434 prec@thr=0.5: 0.8488 recall@top3: 0.8372 prec@top3: 0.7132 recall@top5: 0.9787 prec@top5: 0.4977 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 09:37:34 - mmengine - INFO - Epoch(train) [10][880/1921] lr: 1.5000e-01 eta: 2:55:11 time: 0.5424 data_time: 0.0153 memory: 8577 grad_norm: 0.0899 recall@thr=0.5: 0.7495 prec@thr=0.5: 0.7770 recall@top3: 0.8779 prec@top3: 0.6306 recall@top5: 0.9459 prec@top5: 0.4324 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 09:37:45 - mmengine - INFO - Epoch(train) [10][900/1921] lr: 1.5000e-01 eta: 2:55:01 time: 0.5279 data_time: 0.0195 memory: 8620 grad_norm: 0.0877 recall@thr=0.5: 0.6149 prec@thr=0.5: 0.7005 recall@top3: 0.7748 prec@top3: 0.6306 recall@top5: 0.8806 prec@top5: 0.4432 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 09:37:56 - mmengine - INFO - Epoch(train) [10][920/1921] lr: 1.5000e-01 eta: 2:54:51 time: 0.5403 data_time: 0.0159 memory: 8526 grad_norm: 0.0881 recall@thr=0.5: 0.7864 prec@thr=0.5: 0.7193 recall@top3: 0.8132 prec@top3: 0.6754 recall@top5: 0.9298 prec@top5: 0.4895 loss_action_cls: 0.0377 loss: 0.0377 2022/08/31 09:38:06 - mmengine - INFO - Epoch(train) [10][940/1921] lr: 1.5000e-01 eta: 2:54:41 time: 0.5323 data_time: 0.0193 memory: 8482 grad_norm: 0.0894 recall@thr=0.5: 0.7589 prec@thr=0.5: 0.8661 recall@top3: 0.8958 prec@top3: 0.7143 recall@top5: 0.9643 prec@top5: 0.4714 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 09:38:16 - mmengine - INFO - Epoch(train) [10][960/1921] lr: 1.5000e-01 eta: 2:54:31 time: 0.5078 data_time: 0.0165 memory: 8620 grad_norm: 0.0889 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.7778 recall@top3: 0.9278 prec@top3: 0.6444 recall@top5: 0.9778 prec@top5: 0.4200 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 09:38:27 - mmengine - INFO - Epoch(train) [10][980/1921] lr: 1.5000e-01 eta: 2:54:21 time: 0.5402 data_time: 0.0207 memory: 8577 grad_norm: 0.0924 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.7135 recall@top3: 0.8594 prec@top3: 0.6250 recall@top5: 0.9375 prec@top5: 0.4187 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 09:38:37 - mmengine - INFO - Epoch(train) [10][1000/1921] lr: 1.5000e-01 eta: 2:54:10 time: 0.4967 data_time: 0.0168 memory: 8577 grad_norm: 0.0943 recall@thr=0.5: 0.7661 prec@thr=0.5: 0.8280 recall@top3: 0.8118 prec@top3: 0.6559 recall@top5: 0.9785 prec@top5: 0.4968 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 09:38:48 - mmengine - INFO - Epoch(train) [10][1020/1921] lr: 1.5000e-01 eta: 2:53:59 time: 0.5217 data_time: 0.0262 memory: 8577 grad_norm: 0.0895 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7743 recall@top3: 0.8667 prec@top3: 0.6476 recall@top5: 0.9571 prec@top5: 0.4457 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 09:38:57 - mmengine - INFO - Epoch(train) [10][1040/1921] lr: 1.5000e-01 eta: 2:53:48 time: 0.4936 data_time: 0.0190 memory: 8568 grad_norm: 0.0911 recall@thr=0.5: 0.6452 prec@thr=0.5: 0.7796 recall@top3: 0.7151 prec@top3: 0.6237 recall@top5: 0.8280 prec@top5: 0.4387 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 09:39:08 - mmengine - INFO - Epoch(train) [10][1060/1921] lr: 1.5000e-01 eta: 2:53:38 time: 0.5288 data_time: 0.0191 memory: 8552 grad_norm: 0.0883 recall@thr=0.5: 0.9020 prec@thr=0.5: 0.8284 recall@top3: 0.9412 prec@top3: 0.6471 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 09:39:18 - mmengine - INFO - Epoch(train) [10][1080/1921] lr: 1.5000e-01 eta: 2:53:28 time: 0.5022 data_time: 0.0175 memory: 8577 grad_norm: 0.0920 recall@thr=0.5: 0.8704 prec@thr=0.5: 0.8426 recall@top3: 0.9136 prec@top3: 0.7160 recall@top5: 1.0000 prec@top5: 0.4889 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 09:39:29 - mmengine - INFO - Epoch(train) [10][1100/1921] lr: 1.5000e-01 eta: 2:53:17 time: 0.5278 data_time: 0.0201 memory: 8620 grad_norm: 0.0899 recall@thr=0.5: 0.8047 prec@thr=0.5: 0.7626 recall@top3: 0.8588 prec@top3: 0.6981 recall@top5: 0.9535 prec@top5: 0.4906 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 09:39:39 - mmengine - INFO - Epoch(train) [10][1120/1921] lr: 1.5000e-01 eta: 2:53:07 time: 0.5107 data_time: 0.0194 memory: 8620 grad_norm: 0.0894 recall@thr=0.5: 0.7674 prec@thr=0.5: 0.8585 recall@top3: 0.8488 prec@top3: 0.7519 recall@top5: 0.9612 prec@top5: 0.5209 loss_action_cls: 0.0373 loss: 0.0373 2022/08/31 09:39:50 - mmengine - INFO - Epoch(train) [10][1140/1921] lr: 1.5000e-01 eta: 2:52:57 time: 0.5481 data_time: 0.0234 memory: 8526 grad_norm: 0.0911 recall@thr=0.5: 0.7276 prec@thr=0.5: 0.7663 recall@top3: 0.7622 prec@top3: 0.6260 recall@top5: 0.9329 prec@top5: 0.4683 loss_action_cls: 0.0378 loss: 0.0378 2022/08/31 09:40:00 - mmengine - INFO - Epoch(train) [10][1160/1921] lr: 1.5000e-01 eta: 2:52:46 time: 0.4997 data_time: 0.0193 memory: 8552 grad_norm: 0.0947 recall@thr=0.5: 0.6422 prec@thr=0.5: 0.8578 recall@top3: 0.8260 prec@top3: 0.7059 recall@top5: 0.9534 prec@top5: 0.5118 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 09:40:10 - mmengine - INFO - Epoch(train) [10][1180/1921] lr: 1.5000e-01 eta: 2:52:36 time: 0.5321 data_time: 0.0184 memory: 8491 grad_norm: 0.0950 recall@thr=0.5: 0.4885 prec@thr=0.5: 0.5862 recall@top3: 0.7069 prec@top3: 0.5747 recall@top5: 0.9483 prec@top5: 0.4552 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 09:40:21 - mmengine - INFO - Epoch(train) [10][1200/1921] lr: 1.5000e-01 eta: 2:52:26 time: 0.5241 data_time: 0.0151 memory: 8577 grad_norm: 0.0992 recall@thr=0.5: 0.7655 prec@thr=0.5: 0.8247 recall@top3: 0.8874 prec@top3: 0.5977 recall@top5: 0.9747 prec@top5: 0.4276 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 09:40:31 - mmengine - INFO - Epoch(train) [10][1220/1921] lr: 1.5000e-01 eta: 2:52:15 time: 0.4967 data_time: 0.0209 memory: 8508 grad_norm: 0.0878 recall@thr=0.5: 0.6452 prec@thr=0.5: 0.6882 recall@top3: 0.7796 prec@top3: 0.5269 recall@top5: 0.8871 prec@top5: 0.3677 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 09:40:42 - mmengine - INFO - Epoch(train) [10][1240/1921] lr: 1.5000e-01 eta: 2:52:05 time: 0.5427 data_time: 0.0135 memory: 8696 grad_norm: 0.0883 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7500 recall@top3: 0.8333 prec@top3: 0.6222 recall@top5: 0.9556 prec@top5: 0.4400 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 09:40:52 - mmengine - INFO - Epoch(train) [10][1260/1921] lr: 1.5000e-01 eta: 2:51:54 time: 0.5005 data_time: 0.0375 memory: 8491 grad_norm: 0.0934 recall@thr=0.5: 0.7344 prec@thr=0.5: 0.9036 recall@top3: 0.9323 prec@top3: 0.7187 recall@top5: 0.9922 prec@top5: 0.4750 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 09:41:02 - mmengine - INFO - Epoch(train) [10][1280/1921] lr: 1.5000e-01 eta: 2:51:44 time: 0.5294 data_time: 0.0158 memory: 8585 grad_norm: 0.0870 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7917 recall@top3: 0.7917 prec@top3: 0.6071 recall@top5: 0.9345 prec@top5: 0.4500 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 09:41:13 - mmengine - INFO - Epoch(train) [10][1300/1921] lr: 1.5000e-01 eta: 2:51:34 time: 0.5228 data_time: 0.0212 memory: 8534 grad_norm: 0.0849 recall@thr=0.5: 0.8224 prec@thr=0.5: 0.8860 recall@top3: 0.8377 prec@top3: 0.8333 recall@top5: 0.9693 prec@top5: 0.5842 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 09:41:23 - mmengine - INFO - Epoch(train) [10][1320/1921] lr: 1.5000e-01 eta: 2:51:23 time: 0.5075 data_time: 0.0178 memory: 8577 grad_norm: 0.0891 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7083 recall@top3: 0.7569 prec@top3: 0.5139 recall@top5: 0.9583 prec@top5: 0.4167 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 09:41:34 - mmengine - INFO - Epoch(train) [10][1340/1921] lr: 1.5000e-01 eta: 2:51:13 time: 0.5333 data_time: 0.0211 memory: 8594 grad_norm: 0.0899 recall@thr=0.5: 0.8280 prec@thr=0.5: 0.8226 recall@top3: 0.8710 prec@top3: 0.6452 recall@top5: 0.9355 prec@top5: 0.4258 loss_action_cls: 0.0367 loss: 0.0367 2022/08/31 09:41:43 - mmengine - INFO - Epoch(train) [10][1360/1921] lr: 1.5000e-01 eta: 2:51:02 time: 0.4951 data_time: 0.0167 memory: 8585 grad_norm: 0.0889 recall@thr=0.5: 0.7069 prec@thr=0.5: 0.7483 recall@top3: 0.8476 prec@top3: 0.7222 recall@top5: 0.9201 prec@top5: 0.4875 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 09:41:54 - mmengine - INFO - Epoch(train) [10][1380/1921] lr: 1.5000e-01 eta: 2:50:52 time: 0.5253 data_time: 0.0207 memory: 8559 grad_norm: 0.0863 recall@thr=0.5: 0.6716 prec@thr=0.5: 0.8137 recall@top3: 0.8333 prec@top3: 0.5294 recall@top5: 0.9314 prec@top5: 0.3647 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 09:42:04 - mmengine - INFO - Epoch(train) [10][1400/1921] lr: 1.5000e-01 eta: 2:50:42 time: 0.5209 data_time: 0.0165 memory: 8637 grad_norm: 0.0930 recall@thr=0.5: 0.7481 prec@thr=0.5: 0.7233 recall@top3: 0.8178 prec@top3: 0.6434 recall@top5: 0.9612 prec@top5: 0.4558 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 09:42:15 - mmengine - INFO - Epoch(train) [10][1420/1921] lr: 1.5000e-01 eta: 2:50:31 time: 0.5076 data_time: 0.0193 memory: 8671 grad_norm: 0.0875 recall@thr=0.5: 0.7211 prec@thr=0.5: 0.8235 recall@top3: 0.8436 prec@top3: 0.7157 recall@top5: 0.9608 prec@top5: 0.5059 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 09:42:25 - mmengine - INFO - Epoch(train) [10][1440/1921] lr: 1.5000e-01 eta: 2:50:21 time: 0.5198 data_time: 0.0156 memory: 8559 grad_norm: 0.0870 recall@thr=0.5: 0.7374 prec@thr=0.5: 0.8157 recall@top3: 0.8485 prec@top3: 0.6162 recall@top5: 0.9495 prec@top5: 0.4182 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 09:42:35 - mmengine - INFO - Epoch(train) [10][1460/1921] lr: 1.5000e-01 eta: 2:50:10 time: 0.4879 data_time: 0.0207 memory: 8585 grad_norm: 0.0917 recall@thr=0.5: 0.7408 prec@thr=0.5: 0.7356 recall@top3: 0.7980 prec@top3: 0.7190 recall@top5: 0.9046 prec@top5: 0.5020 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 09:42:45 - mmengine - INFO - Epoch(train) [10][1480/1921] lr: 1.5000e-01 eta: 2:50:00 time: 0.5349 data_time: 0.0142 memory: 8491 grad_norm: 0.0876 recall@thr=0.5: 0.8209 prec@thr=0.5: 0.7984 recall@top3: 0.9178 prec@top3: 0.7519 recall@top5: 0.9581 prec@top5: 0.4837 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 09:42:55 - mmengine - INFO - Epoch(train) [10][1500/1921] lr: 1.5000e-01 eta: 2:49:49 time: 0.4925 data_time: 0.0199 memory: 8457 grad_norm: 0.0881 recall@thr=0.5: 0.6410 prec@thr=0.5: 0.7308 recall@top3: 0.8237 prec@top3: 0.6410 recall@top5: 0.9583 prec@top5: 0.4615 loss_action_cls: 0.0383 loss: 0.0383 2022/08/31 09:43:05 - mmengine - INFO - Epoch(train) [10][1520/1921] lr: 1.5000e-01 eta: 2:49:38 time: 0.5086 data_time: 0.0140 memory: 8629 grad_norm: 0.0921 recall@thr=0.5: 0.6800 prec@thr=0.5: 0.6300 recall@top3: 0.8400 prec@top3: 0.5467 recall@top5: 0.9000 prec@top5: 0.3520 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 09:43:15 - mmengine - INFO - Epoch(train) [10][1540/1921] lr: 1.5000e-01 eta: 2:49:27 time: 0.4945 data_time: 0.0197 memory: 8491 grad_norm: 0.0865 recall@thr=0.5: 0.7603 prec@thr=0.5: 0.7968 recall@top3: 0.7865 prec@top3: 0.6905 recall@top5: 0.9365 prec@top5: 0.5048 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 09:43:26 - mmengine - INFO - Epoch(train) [10][1560/1921] lr: 1.5000e-01 eta: 2:49:17 time: 0.5320 data_time: 0.0126 memory: 8508 grad_norm: 0.0892 recall@thr=0.5: 0.6698 prec@thr=0.5: 0.7037 recall@top3: 0.8056 prec@top3: 0.5556 recall@top5: 0.9321 prec@top5: 0.4148 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 09:43:47 - mmengine - INFO - Epoch(train) [10][1580/1921] lr: 1.5000e-01 eta: 2:49:17 time: 1.0386 data_time: 0.0207 memory: 8500 grad_norm: 0.0893 recall@thr=0.5: 0.7542 prec@thr=0.5: 0.8958 recall@top3: 0.8917 prec@top3: 0.7083 recall@top5: 0.9458 prec@top5: 0.4625 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 09:43:57 - mmengine - INFO - Epoch(train) [10][1600/1921] lr: 1.5000e-01 eta: 2:49:07 time: 0.4931 data_time: 0.0159 memory: 8534 grad_norm: 0.0868 recall@thr=0.5: 0.7786 prec@thr=0.5: 0.7952 recall@top3: 0.8771 prec@top3: 0.6476 recall@top5: 0.9619 prec@top5: 0.4457 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 09:44:07 - mmengine - INFO - Epoch(train) [10][1620/1921] lr: 1.5000e-01 eta: 2:48:56 time: 0.5307 data_time: 0.0186 memory: 8542 grad_norm: 0.0926 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7859 recall@top3: 0.7958 prec@top3: 0.7647 recall@top5: 0.9755 prec@top5: 0.5686 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 09:44:17 - mmengine - INFO - Epoch(train) [10][1640/1921] lr: 1.5000e-01 eta: 2:48:46 time: 0.5130 data_time: 0.0215 memory: 8637 grad_norm: 0.0926 recall@thr=0.5: 0.7051 prec@thr=0.5: 0.6990 recall@top3: 0.7299 prec@top3: 0.6395 recall@top5: 0.9194 prec@top5: 0.4816 loss_action_cls: 0.0379 loss: 0.0379 2022/08/31 09:44:28 - mmengine - INFO - Epoch(train) [10][1660/1921] lr: 1.5000e-01 eta: 2:48:36 time: 0.5261 data_time: 0.0195 memory: 8612 grad_norm: 0.0864 recall@thr=0.5: 0.6824 prec@thr=0.5: 0.8619 recall@top3: 0.7862 prec@top3: 0.7429 recall@top5: 0.9452 prec@top5: 0.5371 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 09:44:39 - mmengine - INFO - Epoch(train) [10][1680/1921] lr: 1.5000e-01 eta: 2:48:25 time: 0.5302 data_time: 0.0175 memory: 8585 grad_norm: 0.0895 recall@thr=0.5: 0.8373 prec@thr=0.5: 0.8500 recall@top3: 0.8357 prec@top3: 0.7937 recall@top5: 0.9492 prec@top5: 0.5571 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 09:44:49 - mmengine - INFO - Epoch(train) [10][1700/1921] lr: 1.5000e-01 eta: 2:48:15 time: 0.5358 data_time: 0.0246 memory: 8534 grad_norm: 0.0883 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.9226 recall@top3: 0.8750 prec@top3: 0.7857 recall@top5: 0.9702 prec@top5: 0.5357 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 09:44:55 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 09:44:59 - mmengine - INFO - Epoch(train) [10][1720/1921] lr: 1.5000e-01 eta: 2:48:04 time: 0.4925 data_time: 0.0158 memory: 8508 grad_norm: 0.0882 recall@thr=0.5: 0.7451 prec@thr=0.5: 0.7794 recall@top3: 0.8873 prec@top3: 0.5392 recall@top5: 0.9461 prec@top5: 0.3471 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 09:45:10 - mmengine - INFO - Epoch(train) [10][1740/1921] lr: 1.5000e-01 eta: 2:47:54 time: 0.5261 data_time: 0.0166 memory: 8577 grad_norm: 0.0906 recall@thr=0.5: 0.8139 prec@thr=0.5: 0.7917 recall@top3: 0.8167 prec@top3: 0.6333 recall@top5: 0.8944 prec@top5: 0.4267 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 09:45:20 - mmengine - INFO - Epoch(train) [10][1760/1921] lr: 1.5000e-01 eta: 2:47:44 time: 0.5251 data_time: 0.0162 memory: 8612 grad_norm: 0.0895 recall@thr=0.5: 0.8140 prec@thr=0.5: 0.8095 recall@top3: 0.8586 prec@top3: 0.7440 recall@top5: 0.9821 prec@top5: 0.5036 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 09:45:31 - mmengine - INFO - Epoch(train) [10][1780/1921] lr: 1.5000e-01 eta: 2:47:34 time: 0.5208 data_time: 0.0197 memory: 8500 grad_norm: 0.0893 recall@thr=0.5: 0.8827 prec@thr=0.5: 0.8951 recall@top3: 0.9259 prec@top3: 0.6420 recall@top5: 0.9691 prec@top5: 0.4074 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 09:45:41 - mmengine - INFO - Epoch(train) [10][1800/1921] lr: 1.5000e-01 eta: 2:47:23 time: 0.5018 data_time: 0.0158 memory: 8542 grad_norm: 0.0937 recall@thr=0.5: 0.7069 prec@thr=0.5: 0.8276 recall@top3: 0.8534 prec@top3: 0.6897 recall@top5: 0.9598 prec@top5: 0.4828 loss_action_cls: 0.0393 loss: 0.0393 2022/08/31 09:45:51 - mmengine - INFO - Epoch(train) [10][1820/1921] lr: 1.5000e-01 eta: 2:47:12 time: 0.5227 data_time: 0.0222 memory: 8559 grad_norm: 0.0934 recall@thr=0.5: 0.7548 prec@thr=0.5: 0.7476 recall@top3: 0.8833 prec@top3: 0.6571 recall@top5: 0.9833 prec@top5: 0.4514 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 09:46:01 - mmengine - INFO - Epoch(train) [10][1840/1921] lr: 1.5000e-01 eta: 2:47:02 time: 0.5016 data_time: 0.0180 memory: 8602 grad_norm: 0.0892 recall@thr=0.5: 0.7054 prec@thr=0.5: 0.8208 recall@top3: 0.8446 prec@top3: 0.7417 recall@top5: 0.9692 prec@top5: 0.5100 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 09:46:12 - mmengine - INFO - Epoch(train) [10][1860/1921] lr: 1.5000e-01 eta: 2:46:51 time: 0.5214 data_time: 0.0161 memory: 8491 grad_norm: 0.0926 recall@thr=0.5: 0.7072 prec@thr=0.5: 0.8919 recall@top3: 0.8829 prec@top3: 0.6847 recall@top5: 0.9617 prec@top5: 0.4649 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 09:46:22 - mmengine - INFO - Epoch(train) [10][1880/1921] lr: 1.5000e-01 eta: 2:46:41 time: 0.5250 data_time: 0.0180 memory: 8534 grad_norm: 0.0895 recall@thr=0.5: 0.7270 prec@thr=0.5: 0.8477 recall@top3: 0.8276 prec@top3: 0.7586 recall@top5: 0.9828 prec@top5: 0.5517 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 09:46:32 - mmengine - INFO - Epoch(train) [10][1900/1921] lr: 1.5000e-01 eta: 2:46:31 time: 0.5147 data_time: 0.0171 memory: 8474 grad_norm: 0.0855 recall@thr=0.5: 0.8025 prec@thr=0.5: 0.8580 recall@top3: 0.9753 prec@top3: 0.7160 recall@top5: 1.0000 prec@top5: 0.4444 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 09:46:43 - mmengine - INFO - Epoch(train) [10][1920/1921] lr: 1.5000e-01 eta: 2:46:20 time: 0.5219 data_time: 0.0168 memory: 8457 grad_norm: 0.0912 recall@thr=0.5: 0.7649 prec@thr=0.5: 0.7708 recall@top3: 0.8393 prec@top3: 0.6190 recall@top5: 0.9167 prec@top5: 0.4143 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 09:46:43 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 09:46:43 - mmengine - INFO - Epoch(train) [10][1921/1921] lr: 1.5000e-01 eta: 2:46:20 time: 0.5195 data_time: 0.0144 memory: 6371 grad_norm: 0.0930 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.9464 recall@top3: 0.8810 prec@top3: 0.7738 recall@top5: 0.9464 prec@top5: 0.5071 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 09:46:44 - mmengine - INFO - Epoch(val) [10][20/6282] eta: 0:04:59 time: 0.0479 data_time: 0.0076 memory: 2274 2022/08/31 09:46:45 - mmengine - INFO - Epoch(val) [10][40/6282] eta: 0:04:50 time: 0.0466 data_time: 0.0021 memory: 2274 2022/08/31 09:46:46 - mmengine - INFO - Epoch(val) [10][60/6282] eta: 0:04:17 time: 0.0414 data_time: 0.0022 memory: 2274 2022/08/31 09:46:47 - mmengine - INFO - Epoch(val) [10][80/6282] eta: 0:04:13 time: 0.0409 data_time: 0.0021 memory: 2274 2022/08/31 09:46:48 - mmengine - INFO - Epoch(val) [10][100/6282] eta: 0:04:33 time: 0.0443 data_time: 0.0028 memory: 2274 2022/08/31 09:46:49 - mmengine - INFO - Epoch(val) [10][120/6282] eta: 0:04:33 time: 0.0444 data_time: 0.0035 memory: 2308 2022/08/31 09:46:50 - mmengine - INFO - Epoch(val) [10][140/6282] eta: 0:04:40 time: 0.0457 data_time: 0.0020 memory: 2308 2022/08/31 09:46:50 - mmengine - INFO - Epoch(val) [10][160/6282] eta: 0:04:31 time: 0.0444 data_time: 0.0022 memory: 2308 2022/08/31 09:46:51 - mmengine - INFO - Epoch(val) [10][180/6282] eta: 0:04:30 time: 0.0443 data_time: 0.0026 memory: 2308 2022/08/31 09:46:52 - mmengine - INFO - Epoch(val) [10][200/6282] eta: 0:03:57 time: 0.0391 data_time: 0.0026 memory: 2308 2022/08/31 09:46:53 - mmengine - INFO - Epoch(val) [10][220/6282] eta: 0:04:05 time: 0.0404 data_time: 0.0026 memory: 2279 2022/08/31 09:46:54 - mmengine - INFO - Epoch(val) [10][240/6282] eta: 0:04:21 time: 0.0433 data_time: 0.0022 memory: 2279 2022/08/31 09:46:55 - mmengine - INFO - Epoch(val) [10][260/6282] eta: 0:07:05 time: 0.0706 data_time: 0.0035 memory: 2279 2022/08/31 09:46:56 - mmengine - INFO - Epoch(val) [10][280/6282] eta: 0:04:14 time: 0.0423 data_time: 0.0018 memory: 2279 2022/08/31 09:46:57 - mmengine - INFO - Epoch(val) [10][300/6282] eta: 0:04:23 time: 0.0441 data_time: 0.0025 memory: 2308 2022/08/31 09:46:58 - mmengine - INFO - Epoch(val) [10][320/6282] eta: 0:04:32 time: 0.0456 data_time: 0.0026 memory: 2308 2022/08/31 09:46:59 - mmengine - INFO - Epoch(val) [10][340/6282] eta: 0:04:51 time: 0.0490 data_time: 0.0037 memory: 2308 2022/08/31 09:47:00 - mmengine - INFO - Epoch(val) [10][360/6282] eta: 0:04:46 time: 0.0485 data_time: 0.0028 memory: 2308 2022/08/31 09:47:01 - mmengine - INFO - Epoch(val) [10][380/6282] eta: 0:04:57 time: 0.0504 data_time: 0.0029 memory: 2308 2022/08/31 09:47:02 - mmengine - INFO - Epoch(val) [10][400/6282] eta: 0:04:23 time: 0.0447 data_time: 0.0023 memory: 2308 2022/08/31 09:47:03 - mmengine - INFO - Epoch(val) [10][420/6282] eta: 0:04:14 time: 0.0435 data_time: 0.0022 memory: 2281 2022/08/31 09:47:03 - mmengine - INFO - Epoch(val) [10][440/6282] eta: 0:03:50 time: 0.0395 data_time: 0.0021 memory: 2281 2022/08/31 09:47:04 - mmengine - INFO - Epoch(val) [10][460/6282] eta: 0:03:43 time: 0.0385 data_time: 0.0028 memory: 2281 2022/08/31 09:47:05 - mmengine - INFO - Epoch(val) [10][480/6282] eta: 0:03:50 time: 0.0397 data_time: 0.0024 memory: 2281 2022/08/31 09:47:06 - mmengine - INFO - Epoch(val) [10][500/6282] eta: 0:04:09 time: 0.0432 data_time: 0.0031 memory: 2281 2022/08/31 09:47:07 - mmengine - INFO - Epoch(val) [10][520/6282] eta: 0:04:28 time: 0.0466 data_time: 0.0027 memory: 2279 2022/08/31 09:47:08 - mmengine - INFO - Epoch(val) [10][540/6282] eta: 0:04:21 time: 0.0456 data_time: 0.0021 memory: 2279 2022/08/31 09:47:09 - mmengine - INFO - Epoch(val) [10][560/6282] eta: 0:03:59 time: 0.0419 data_time: 0.0021 memory: 2279 2022/08/31 09:47:10 - mmengine - INFO - Epoch(val) [10][580/6282] eta: 0:04:12 time: 0.0443 data_time: 0.0022 memory: 2279 2022/08/31 09:47:10 - mmengine - INFO - Epoch(val) [10][600/6282] eta: 0:04:07 time: 0.0436 data_time: 0.0030 memory: 2279 2022/08/31 09:47:11 - mmengine - INFO - Epoch(val) [10][620/6282] eta: 0:04:01 time: 0.0426 data_time: 0.0024 memory: 2279 2022/08/31 09:47:12 - mmengine - INFO - Epoch(val) [10][640/6282] eta: 0:03:42 time: 0.0394 data_time: 0.0023 memory: 2277 2022/08/31 09:47:13 - mmengine - INFO - Epoch(val) [10][660/6282] eta: 0:03:57 time: 0.0423 data_time: 0.0025 memory: 2277 2022/08/31 09:47:14 - mmengine - INFO - Epoch(val) [10][680/6282] eta: 0:03:53 time: 0.0417 data_time: 0.0027 memory: 2277 2022/08/31 09:47:15 - mmengine - INFO - Epoch(val) [10][700/6282] eta: 0:06:50 time: 0.0736 data_time: 0.0024 memory: 2277 2022/08/31 09:47:16 - mmengine - INFO - Epoch(val) [10][720/6282] eta: 0:05:36 time: 0.0605 data_time: 0.0027 memory: 2319 2022/08/31 09:47:18 - mmengine - INFO - Epoch(val) [10][740/6282] eta: 0:05:22 time: 0.0582 data_time: 0.0034 memory: 2308 2022/08/31 09:47:19 - mmengine - INFO - Epoch(val) [10][760/6282] eta: 0:05:05 time: 0.0554 data_time: 0.0026 memory: 2308 2022/08/31 09:47:20 - mmengine - INFO - Epoch(val) [10][780/6282] eta: 0:04:34 time: 0.0499 data_time: 0.0032 memory: 2308 2022/08/31 09:47:21 - mmengine - INFO - Epoch(val) [10][800/6282] eta: 0:04:28 time: 0.0490 data_time: 0.0023 memory: 2308 2022/08/31 09:47:22 - mmengine - INFO - Epoch(val) [10][820/6282] eta: 0:04:01 time: 0.0443 data_time: 0.0022 memory: 2308 2022/08/31 09:47:23 - mmengine - INFO - Epoch(val) [10][840/6282] eta: 0:04:08 time: 0.0456 data_time: 0.0026 memory: 2279 2022/08/31 09:47:23 - mmengine - INFO - Epoch(val) [10][860/6282] eta: 0:04:05 time: 0.0454 data_time: 0.0020 memory: 2279 2022/08/31 09:47:24 - mmengine - INFO - Epoch(val) [10][880/6282] eta: 0:04:02 time: 0.0449 data_time: 0.0018 memory: 2279 2022/08/31 09:47:25 - mmengine - INFO - Epoch(val) [10][900/6282] eta: 0:03:59 time: 0.0446 data_time: 0.0027 memory: 2279 2022/08/31 09:47:26 - mmengine - INFO - Epoch(val) [10][920/6282] eta: 0:04:45 time: 0.0532 data_time: 0.0020 memory: 2279 2022/08/31 09:47:27 - mmengine - INFO - Epoch(val) [10][940/6282] eta: 0:04:04 time: 0.0458 data_time: 0.0023 memory: 2274 2022/08/31 09:47:28 - mmengine - INFO - Epoch(val) [10][960/6282] eta: 0:03:46 time: 0.0426 data_time: 0.0033 memory: 2274 2022/08/31 09:47:29 - mmengine - INFO - Epoch(val) [10][980/6282] eta: 0:03:56 time: 0.0446 data_time: 0.0023 memory: 2274 2022/08/31 09:47:30 - mmengine - INFO - Epoch(val) [10][1000/6282] eta: 0:03:57 time: 0.0449 data_time: 0.0023 memory: 2274 2022/08/31 09:47:31 - mmengine - INFO - Epoch(val) [10][1020/6282] eta: 0:03:50 time: 0.0438 data_time: 0.0033 memory: 2279 2022/08/31 09:47:32 - mmengine - INFO - Epoch(val) [10][1040/6282] eta: 0:03:39 time: 0.0418 data_time: 0.0026 memory: 2279 2022/08/31 09:47:33 - mmengine - INFO - Epoch(val) [10][1060/6282] eta: 0:03:47 time: 0.0436 data_time: 0.0023 memory: 2279 2022/08/31 09:47:33 - mmengine - INFO - Epoch(val) [10][1080/6282] eta: 0:03:51 time: 0.0445 data_time: 0.0026 memory: 2279 2022/08/31 09:47:35 - mmengine - INFO - Epoch(val) [10][1100/6282] eta: 0:05:57 time: 0.0689 data_time: 0.0035 memory: 2279 2022/08/31 09:47:36 - mmengine - INFO - Epoch(val) [10][1120/6282] eta: 0:03:37 time: 0.0421 data_time: 0.0042 memory: 2279 2022/08/31 09:47:37 - mmengine - INFO - Epoch(val) [10][1140/6282] eta: 0:03:38 time: 0.0426 data_time: 0.0021 memory: 2279 2022/08/31 09:47:37 - mmengine - INFO - Epoch(val) [10][1160/6282] eta: 0:03:35 time: 0.0421 data_time: 0.0025 memory: 2279 2022/08/31 09:47:38 - mmengine - INFO - Epoch(val) [10][1180/6282] eta: 0:03:36 time: 0.0425 data_time: 0.0025 memory: 2279 2022/08/31 09:47:39 - mmengine - INFO - Epoch(val) [10][1200/6282] eta: 0:03:45 time: 0.0445 data_time: 0.0019 memory: 2279 2022/08/31 09:47:40 - mmengine - INFO - Epoch(val) [10][1220/6282] eta: 0:04:14 time: 0.0503 data_time: 0.0028 memory: 2279 2022/08/31 09:47:41 - mmengine - INFO - Epoch(val) [10][1240/6282] eta: 0:04:01 time: 0.0478 data_time: 0.0030 memory: 2308 2022/08/31 09:47:42 - mmengine - INFO - Epoch(val) [10][1260/6282] eta: 0:04:06 time: 0.0491 data_time: 0.0040 memory: 2308 2022/08/31 09:47:43 - mmengine - INFO - Epoch(val) [10][1280/6282] eta: 0:04:12 time: 0.0504 data_time: 0.0038 memory: 2308 2022/08/31 09:47:44 - mmengine - INFO - Epoch(val) [10][1300/6282] eta: 0:04:23 time: 0.0528 data_time: 0.0040 memory: 2308 2022/08/31 09:47:45 - mmengine - INFO - Epoch(val) [10][1320/6282] eta: 0:04:31 time: 0.0548 data_time: 0.0033 memory: 2308 2022/08/31 09:47:46 - mmengine - INFO - Epoch(val) [10][1340/6282] eta: 0:04:27 time: 0.0542 data_time: 0.0032 memory: 2308 2022/08/31 09:47:47 - mmengine - INFO - Epoch(val) [10][1360/6282] eta: 0:04:10 time: 0.0509 data_time: 0.0026 memory: 2308 2022/08/31 09:47:48 - mmengine - INFO - Epoch(val) [10][1380/6282] eta: 0:04:07 time: 0.0505 data_time: 0.0045 memory: 2308 2022/08/31 09:47:49 - mmengine - INFO - Epoch(val) [10][1400/6282] eta: 0:04:01 time: 0.0496 data_time: 0.0032 memory: 2308 2022/08/31 09:47:50 - mmengine - INFO - Epoch(val) [10][1420/6282] eta: 0:03:43 time: 0.0461 data_time: 0.0034 memory: 2308 2022/08/31 09:47:51 - mmengine - INFO - Epoch(val) [10][1440/6282] eta: 0:03:29 time: 0.0434 data_time: 0.0027 memory: 2308 2022/08/31 09:47:52 - mmengine - INFO - Epoch(val) [10][1460/6282] eta: 0:03:43 time: 0.0464 data_time: 0.0018 memory: 2308 2022/08/31 09:47:53 - mmengine - INFO - Epoch(val) [10][1480/6282] eta: 0:03:30 time: 0.0438 data_time: 0.0024 memory: 2308 2022/08/31 09:47:54 - mmengine - INFO - Epoch(val) [10][1500/6282] eta: 0:04:00 time: 0.0503 data_time: 0.0026 memory: 2308 2022/08/31 09:47:55 - mmengine - INFO - Epoch(val) [10][1520/6282] eta: 0:05:43 time: 0.0721 data_time: 0.0031 memory: 2352 2022/08/31 09:47:56 - mmengine - INFO - Epoch(val) [10][1540/6282] eta: 0:03:41 time: 0.0467 data_time: 0.0030 memory: 2352 2022/08/31 09:47:57 - mmengine - INFO - Epoch(val) [10][1560/6282] eta: 0:03:39 time: 0.0464 data_time: 0.0020 memory: 2352 2022/08/31 09:47:58 - mmengine - INFO - Epoch(val) [10][1580/6282] eta: 0:03:46 time: 0.0482 data_time: 0.0021 memory: 2352 2022/08/31 09:47:59 - mmengine - INFO - Epoch(val) [10][1600/6282] eta: 0:03:18 time: 0.0424 data_time: 0.0022 memory: 2352 2022/08/31 09:48:00 - mmengine - INFO - Epoch(val) [10][1620/6282] eta: 0:03:18 time: 0.0426 data_time: 0.0026 memory: 2352 2022/08/31 09:48:01 - mmengine - INFO - Epoch(val) [10][1640/6282] eta: 0:03:37 time: 0.0469 data_time: 0.0018 memory: 2308 2022/08/31 09:48:02 - mmengine - INFO - Epoch(val) [10][1660/6282] eta: 0:03:38 time: 0.0472 data_time: 0.0018 memory: 2308 2022/08/31 09:48:03 - mmengine - INFO - Epoch(val) [10][1680/6282] eta: 0:03:32 time: 0.0462 data_time: 0.0024 memory: 2308 2022/08/31 09:48:04 - mmengine - INFO - Epoch(val) [10][1700/6282] eta: 0:03:39 time: 0.0479 data_time: 0.0023 memory: 2308 2022/08/31 09:48:05 - mmengine - INFO - Epoch(val) [10][1720/6282] eta: 0:04:01 time: 0.0529 data_time: 0.0020 memory: 2311 2022/08/31 09:48:06 - mmengine - INFO - Epoch(val) [10][1740/6282] eta: 0:03:19 time: 0.0440 data_time: 0.0026 memory: 2308 2022/08/31 09:48:07 - mmengine - INFO - Epoch(val) [10][1760/6282] eta: 0:03:16 time: 0.0434 data_time: 0.0023 memory: 2308 2022/08/31 09:48:08 - mmengine - INFO - Epoch(val) [10][1780/6282] eta: 0:03:15 time: 0.0435 data_time: 0.0030 memory: 2308 2022/08/31 09:48:08 - mmengine - INFO - Epoch(val) [10][1800/6282] eta: 0:03:09 time: 0.0422 data_time: 0.0018 memory: 2308 2022/08/31 09:48:09 - mmengine - INFO - Epoch(val) [10][1820/6282] eta: 0:03:38 time: 0.0490 data_time: 0.0024 memory: 2308 2022/08/31 09:48:10 - mmengine - INFO - Epoch(val) [10][1840/6282] eta: 0:03:54 time: 0.0527 data_time: 0.0028 memory: 2308 2022/08/31 09:48:11 - mmengine - INFO - Epoch(val) [10][1860/6282] eta: 0:03:33 time: 0.0483 data_time: 0.0023 memory: 2308 2022/08/31 09:48:12 - mmengine - INFO - Epoch(val) [10][1880/6282] eta: 0:03:39 time: 0.0498 data_time: 0.0019 memory: 2308 2022/08/31 09:48:13 - mmengine - INFO - Epoch(val) [10][1900/6282] eta: 0:03:23 time: 0.0465 data_time: 0.0042 memory: 2308 2022/08/31 09:48:15 - mmengine - INFO - Epoch(val) [10][1920/6282] eta: 0:06:06 time: 0.0841 data_time: 0.0039 memory: 2308 2022/08/31 09:48:16 - mmengine - INFO - Epoch(val) [10][1940/6282] eta: 0:03:21 time: 0.0465 data_time: 0.0026 memory: 2308 2022/08/31 09:48:17 - mmengine - INFO - Epoch(val) [10][1960/6282] eta: 0:03:05 time: 0.0429 data_time: 0.0027 memory: 2281 2022/08/31 09:48:18 - mmengine - INFO - Epoch(val) [10][1980/6282] eta: 0:03:16 time: 0.0456 data_time: 0.0033 memory: 2281 2022/08/31 09:48:19 - mmengine - INFO - Epoch(val) [10][2000/6282] eta: 0:02:57 time: 0.0415 data_time: 0.0020 memory: 2281 2022/08/31 09:48:19 - mmengine - INFO - Epoch(val) [10][2020/6282] eta: 0:02:55 time: 0.0412 data_time: 0.0023 memory: 2281 2022/08/31 09:48:20 - mmengine - INFO - Epoch(val) [10][2040/6282] eta: 0:02:51 time: 0.0404 data_time: 0.0026 memory: 2281 2022/08/31 09:48:21 - mmengine - INFO - Epoch(val) [10][2060/6282] eta: 0:03:11 time: 0.0453 data_time: 0.0022 memory: 2281 2022/08/31 09:48:22 - mmengine - INFO - Epoch(val) [10][2080/6282] eta: 0:03:14 time: 0.0462 data_time: 0.0029 memory: 2281 2022/08/31 09:48:23 - mmengine - INFO - Epoch(val) [10][2100/6282] eta: 0:02:59 time: 0.0430 data_time: 0.0027 memory: 2281 2022/08/31 09:48:24 - mmengine - INFO - Epoch(val) [10][2120/6282] eta: 0:02:56 time: 0.0425 data_time: 0.0023 memory: 2281 2022/08/31 09:48:25 - mmengine - INFO - Epoch(val) [10][2140/6282] eta: 0:03:16 time: 0.0473 data_time: 0.0032 memory: 2281 2022/08/31 09:48:26 - mmengine - INFO - Epoch(val) [10][2160/6282] eta: 0:03:15 time: 0.0475 data_time: 0.0032 memory: 2279 2022/08/31 09:48:26 - mmengine - INFO - Epoch(val) [10][2180/6282] eta: 0:02:32 time: 0.0371 data_time: 0.0018 memory: 2279 2022/08/31 09:48:27 - mmengine - INFO - Epoch(val) [10][2200/6282] eta: 0:03:00 time: 0.0442 data_time: 0.0034 memory: 2279 2022/08/31 09:48:28 - mmengine - INFO - Epoch(val) [10][2220/6282] eta: 0:02:47 time: 0.0411 data_time: 0.0023 memory: 2279 2022/08/31 09:48:29 - mmengine - INFO - Epoch(val) [10][2240/6282] eta: 0:02:58 time: 0.0441 data_time: 0.0035 memory: 2279 2022/08/31 09:48:30 - mmengine - INFO - Epoch(val) [10][2260/6282] eta: 0:02:56 time: 0.0439 data_time: 0.0031 memory: 2281 2022/08/31 09:48:31 - mmengine - INFO - Epoch(val) [10][2280/6282] eta: 0:02:53 time: 0.0433 data_time: 0.0024 memory: 2281 2022/08/31 09:48:32 - mmengine - INFO - Epoch(val) [10][2300/6282] eta: 0:02:49 time: 0.0426 data_time: 0.0022 memory: 2281 2022/08/31 09:48:33 - mmengine - INFO - Epoch(val) [10][2320/6282] eta: 0:02:53 time: 0.0437 data_time: 0.0030 memory: 2281 2022/08/31 09:48:33 - mmengine - INFO - Epoch(val) [10][2340/6282] eta: 0:02:41 time: 0.0410 data_time: 0.0023 memory: 2281 2022/08/31 09:48:34 - mmengine - INFO - Epoch(val) [10][2360/6282] eta: 0:02:39 time: 0.0406 data_time: 0.0018 memory: 2279 2022/08/31 09:48:36 - mmengine - INFO - Epoch(val) [10][2380/6282] eta: 0:04:35 time: 0.0706 data_time: 0.0039 memory: 2279 2022/08/31 09:48:37 - mmengine - INFO - Epoch(val) [10][2400/6282] eta: 0:02:53 time: 0.0447 data_time: 0.0025 memory: 2279 2022/08/31 09:48:37 - mmengine - INFO - Epoch(val) [10][2420/6282] eta: 0:02:33 time: 0.0396 data_time: 0.0027 memory: 2279 2022/08/31 09:48:38 - mmengine - INFO - Epoch(val) [10][2440/6282] eta: 0:02:37 time: 0.0411 data_time: 0.0028 memory: 2279 2022/08/31 09:48:39 - mmengine - INFO - Epoch(val) [10][2460/6282] eta: 0:02:44 time: 0.0430 data_time: 0.0031 memory: 2308 2022/08/31 09:48:40 - mmengine - INFO - Epoch(val) [10][2480/6282] eta: 0:03:00 time: 0.0474 data_time: 0.0023 memory: 2308 2022/08/31 09:48:41 - mmengine - INFO - Epoch(val) [10][2500/6282] eta: 0:02:51 time: 0.0452 data_time: 0.0032 memory: 2308 2022/08/31 09:48:42 - mmengine - INFO - Epoch(val) [10][2520/6282] eta: 0:03:01 time: 0.0483 data_time: 0.0025 memory: 2308 2022/08/31 09:48:43 - mmengine - INFO - Epoch(val) [10][2540/6282] eta: 0:03:08 time: 0.0504 data_time: 0.0032 memory: 2311 2022/08/31 09:48:44 - mmengine - INFO - Epoch(val) [10][2560/6282] eta: 0:03:08 time: 0.0505 data_time: 0.0035 memory: 2308 2022/08/31 09:48:45 - mmengine - INFO - Epoch(val) [10][2580/6282] eta: 0:03:03 time: 0.0495 data_time: 0.0039 memory: 2308 2022/08/31 09:48:46 - mmengine - INFO - Epoch(val) [10][2600/6282] eta: 0:03:11 time: 0.0519 data_time: 0.0030 memory: 2308 2022/08/31 09:48:47 - mmengine - INFO - Epoch(val) [10][2620/6282] eta: 0:03:02 time: 0.0499 data_time: 0.0029 memory: 2308 2022/08/31 09:48:48 - mmengine - INFO - Epoch(val) [10][2640/6282] eta: 0:02:50 time: 0.0469 data_time: 0.0027 memory: 2308 2022/08/31 09:48:49 - mmengine - INFO - Epoch(val) [10][2660/6282] eta: 0:02:42 time: 0.0449 data_time: 0.0023 memory: 2348 2022/08/31 09:48:50 - mmengine - INFO - Epoch(val) [10][2680/6282] eta: 0:02:54 time: 0.0484 data_time: 0.0030 memory: 2348 2022/08/31 09:48:51 - mmengine - INFO - Epoch(val) [10][2700/6282] eta: 0:02:48 time: 0.0471 data_time: 0.0027 memory: 2348 2022/08/31 09:48:52 - mmengine - INFO - Epoch(val) [10][2720/6282] eta: 0:02:35 time: 0.0438 data_time: 0.0020 memory: 2348 2022/08/31 09:48:53 - mmengine - INFO - Epoch(val) [10][2740/6282] eta: 0:02:51 time: 0.0484 data_time: 0.0024 memory: 2348 2022/08/31 09:48:53 - mmengine - INFO - Epoch(val) [10][2760/6282] eta: 0:02:32 time: 0.0432 data_time: 0.0019 memory: 2281 2022/08/31 09:48:54 - mmengine - INFO - Epoch(val) [10][2780/6282] eta: 0:02:33 time: 0.0439 data_time: 0.0029 memory: 2281 2022/08/31 09:48:56 - mmengine - INFO - Epoch(val) [10][2800/6282] eta: 0:04:05 time: 0.0705 data_time: 0.0024 memory: 2281 2022/08/31 09:48:57 - mmengine - INFO - Epoch(val) [10][2820/6282] eta: 0:02:14 time: 0.0390 data_time: 0.0020 memory: 2281 2022/08/31 09:48:57 - mmengine - INFO - Epoch(val) [10][2840/6282] eta: 0:02:27 time: 0.0430 data_time: 0.0019 memory: 2281 2022/08/31 09:48:58 - mmengine - INFO - Epoch(val) [10][2860/6282] eta: 0:02:45 time: 0.0483 data_time: 0.0040 memory: 2308 2022/08/31 09:48:59 - mmengine - INFO - Epoch(val) [10][2880/6282] eta: 0:02:29 time: 0.0440 data_time: 0.0031 memory: 2308 2022/08/31 09:49:00 - mmengine - INFO - Epoch(val) [10][2900/6282] eta: 0:02:34 time: 0.0458 data_time: 0.0024 memory: 2308 2022/08/31 09:49:01 - mmengine - INFO - Epoch(val) [10][2920/6282] eta: 0:02:23 time: 0.0426 data_time: 0.0026 memory: 2308 2022/08/31 09:49:02 - mmengine - INFO - Epoch(val) [10][2940/6282] eta: 0:02:29 time: 0.0449 data_time: 0.0022 memory: 2293 2022/08/31 09:49:03 - mmengine - INFO - Epoch(val) [10][2960/6282] eta: 0:02:21 time: 0.0425 data_time: 0.0031 memory: 2293 2022/08/31 09:49:04 - mmengine - INFO - Epoch(val) [10][2980/6282] eta: 0:02:16 time: 0.0415 data_time: 0.0026 memory: 2293 2022/08/31 09:49:05 - mmengine - INFO - Epoch(val) [10][3000/6282] eta: 0:02:26 time: 0.0447 data_time: 0.0025 memory: 2293 2022/08/31 09:49:05 - mmengine - INFO - Epoch(val) [10][3020/6282] eta: 0:02:16 time: 0.0417 data_time: 0.0022 memory: 2308 2022/08/31 09:49:06 - mmengine - INFO - Epoch(val) [10][3040/6282] eta: 0:02:26 time: 0.0452 data_time: 0.0028 memory: 2308 2022/08/31 09:49:07 - mmengine - INFO - Epoch(val) [10][3060/6282] eta: 0:02:25 time: 0.0452 data_time: 0.0020 memory: 2308 2022/08/31 09:49:08 - mmengine - INFO - Epoch(val) [10][3080/6282] eta: 0:02:18 time: 0.0432 data_time: 0.0018 memory: 2308 2022/08/31 09:49:09 - mmengine - INFO - Epoch(val) [10][3100/6282] eta: 0:02:21 time: 0.0444 data_time: 0.0023 memory: 2308 2022/08/31 09:49:10 - mmengine - INFO - Epoch(val) [10][3120/6282] eta: 0:02:01 time: 0.0383 data_time: 0.0023 memory: 2281 2022/08/31 09:49:11 - mmengine - INFO - Epoch(val) [10][3140/6282] eta: 0:02:17 time: 0.0436 data_time: 0.0026 memory: 2281 2022/08/31 09:49:12 - mmengine - INFO - Epoch(val) [10][3160/6282] eta: 0:02:17 time: 0.0439 data_time: 0.0023 memory: 2281 2022/08/31 09:49:12 - mmengine - INFO - Epoch(val) [10][3180/6282] eta: 0:02:07 time: 0.0413 data_time: 0.0025 memory: 2281 2022/08/31 09:49:13 - mmengine - INFO - Epoch(val) [10][3200/6282] eta: 0:02:08 time: 0.0418 data_time: 0.0024 memory: 2308 2022/08/31 09:49:14 - mmengine - INFO - Epoch(val) [10][3220/6282] eta: 0:02:17 time: 0.0448 data_time: 0.0026 memory: 2308 2022/08/31 09:49:16 - mmengine - INFO - Epoch(val) [10][3240/6282] eta: 0:03:45 time: 0.0741 data_time: 0.0042 memory: 2308 2022/08/31 09:49:16 - mmengine - INFO - Epoch(val) [10][3260/6282] eta: 0:02:07 time: 0.0423 data_time: 0.0025 memory: 2308 2022/08/31 09:49:17 - mmengine - INFO - Epoch(val) [10][3280/6282] eta: 0:02:17 time: 0.0458 data_time: 0.0020 memory: 2308 2022/08/31 09:49:18 - mmengine - INFO - Epoch(val) [10][3300/6282] eta: 0:02:19 time: 0.0469 data_time: 0.0019 memory: 2308 2022/08/31 09:49:19 - mmengine - INFO - Epoch(val) [10][3320/6282] eta: 0:02:17 time: 0.0464 data_time: 0.0023 memory: 2308 2022/08/31 09:49:20 - mmengine - INFO - Epoch(val) [10][3340/6282] eta: 0:02:13 time: 0.0454 data_time: 0.0021 memory: 2308 2022/08/31 09:49:21 - mmengine - INFO - Epoch(val) [10][3360/6282] eta: 0:02:08 time: 0.0439 data_time: 0.0023 memory: 2308 2022/08/31 09:49:22 - mmengine - INFO - Epoch(val) [10][3380/6282] eta: 0:02:08 time: 0.0442 data_time: 0.0027 memory: 2308 2022/08/31 09:49:23 - mmengine - INFO - Epoch(val) [10][3400/6282] eta: 0:02:15 time: 0.0470 data_time: 0.0021 memory: 2279 2022/08/31 09:49:24 - mmengine - INFO - Epoch(val) [10][3420/6282] eta: 0:02:02 time: 0.0426 data_time: 0.0023 memory: 2279 2022/08/31 09:49:25 - mmengine - INFO - Epoch(val) [10][3440/6282] eta: 0:01:55 time: 0.0407 data_time: 0.0020 memory: 2279 2022/08/31 09:49:25 - mmengine - INFO - Epoch(val) [10][3460/6282] eta: 0:02:07 time: 0.0451 data_time: 0.0016 memory: 2282 2022/08/31 09:49:26 - mmengine - INFO - Epoch(val) [10][3480/6282] eta: 0:02:13 time: 0.0477 data_time: 0.0018 memory: 2279 2022/08/31 09:49:27 - mmengine - INFO - Epoch(val) [10][3500/6282] eta: 0:01:59 time: 0.0430 data_time: 0.0023 memory: 2279 2022/08/31 09:49:28 - mmengine - INFO - Epoch(val) [10][3520/6282] eta: 0:02:01 time: 0.0440 data_time: 0.0028 memory: 2279 2022/08/31 09:49:29 - mmengine - INFO - Epoch(val) [10][3540/6282] eta: 0:01:46 time: 0.0389 data_time: 0.0024 memory: 2279 2022/08/31 09:49:30 - mmengine - INFO - Epoch(val) [10][3560/6282] eta: 0:01:52 time: 0.0413 data_time: 0.0021 memory: 2279 2022/08/31 09:49:31 - mmengine - INFO - Epoch(val) [10][3580/6282] eta: 0:01:52 time: 0.0417 data_time: 0.0028 memory: 2300 2022/08/31 09:49:32 - mmengine - INFO - Epoch(val) [10][3600/6282] eta: 0:02:08 time: 0.0478 data_time: 0.0029 memory: 2300 2022/08/31 09:49:33 - mmengine - INFO - Epoch(val) [10][3620/6282] eta: 0:02:15 time: 0.0509 data_time: 0.0026 memory: 2302 2022/08/31 09:49:33 - mmengine - INFO - Epoch(val) [10][3640/6282] eta: 0:01:46 time: 0.0403 data_time: 0.0022 memory: 2300 2022/08/31 09:49:34 - mmengine - INFO - Epoch(val) [10][3660/6282] eta: 0:01:53 time: 0.0433 data_time: 0.0023 memory: 2300 2022/08/31 09:49:36 - mmengine - INFO - Epoch(val) [10][3680/6282] eta: 0:03:07 time: 0.0719 data_time: 0.0029 memory: 2308 2022/08/31 09:49:37 - mmengine - INFO - Epoch(val) [10][3700/6282] eta: 0:01:46 time: 0.0411 data_time: 0.0022 memory: 2308 2022/08/31 09:49:37 - mmengine - INFO - Epoch(val) [10][3720/6282] eta: 0:01:54 time: 0.0446 data_time: 0.0032 memory: 2308 2022/08/31 09:49:38 - mmengine - INFO - Epoch(val) [10][3740/6282] eta: 0:01:59 time: 0.0469 data_time: 0.0028 memory: 2308 2022/08/31 09:49:39 - mmengine - INFO - Epoch(val) [10][3760/6282] eta: 0:01:50 time: 0.0437 data_time: 0.0027 memory: 2308 2022/08/31 09:49:40 - mmengine - INFO - Epoch(val) [10][3780/6282] eta: 0:01:49 time: 0.0438 data_time: 0.0026 memory: 2308 2022/08/31 09:49:41 - mmengine - INFO - Epoch(val) [10][3800/6282] eta: 0:01:50 time: 0.0446 data_time: 0.0024 memory: 2308 2022/08/31 09:49:42 - mmengine - INFO - Epoch(val) [10][3820/6282] eta: 0:01:49 time: 0.0446 data_time: 0.0029 memory: 2308 2022/08/31 09:49:43 - mmengine - INFO - Epoch(val) [10][3840/6282] eta: 0:01:54 time: 0.0469 data_time: 0.0029 memory: 2308 2022/08/31 09:49:44 - mmengine - INFO - Epoch(val) [10][3860/6282] eta: 0:01:52 time: 0.0465 data_time: 0.0029 memory: 2308 2022/08/31 09:49:45 - mmengine - INFO - Epoch(val) [10][3880/6282] eta: 0:01:39 time: 0.0414 data_time: 0.0027 memory: 2308 2022/08/31 09:49:46 - mmengine - INFO - Epoch(val) [10][3900/6282] eta: 0:01:39 time: 0.0419 data_time: 0.0025 memory: 2308 2022/08/31 09:49:47 - mmengine - INFO - Epoch(val) [10][3920/6282] eta: 0:01:57 time: 0.0496 data_time: 0.0030 memory: 2308 2022/08/31 09:49:47 - mmengine - INFO - Epoch(val) [10][3940/6282] eta: 0:01:43 time: 0.0440 data_time: 0.0024 memory: 2308 2022/08/31 09:49:48 - mmengine - INFO - Epoch(val) [10][3960/6282] eta: 0:01:55 time: 0.0499 data_time: 0.0034 memory: 2308 2022/08/31 09:49:49 - mmengine - INFO - Epoch(val) [10][3980/6282] eta: 0:01:47 time: 0.0466 data_time: 0.0019 memory: 2308 2022/08/31 09:49:50 - mmengine - INFO - Epoch(val) [10][4000/6282] eta: 0:01:34 time: 0.0413 data_time: 0.0021 memory: 2308 2022/08/31 09:49:51 - mmengine - INFO - Epoch(val) [10][4020/6282] eta: 0:01:36 time: 0.0426 data_time: 0.0020 memory: 2308 2022/08/31 09:49:52 - mmengine - INFO - Epoch(val) [10][4040/6282] eta: 0:01:35 time: 0.0426 data_time: 0.0021 memory: 2348 2022/08/31 09:49:53 - mmengine - INFO - Epoch(val) [10][4060/6282] eta: 0:01:42 time: 0.0462 data_time: 0.0021 memory: 2348 2022/08/31 09:49:54 - mmengine - INFO - Epoch(val) [10][4080/6282] eta: 0:01:33 time: 0.0424 data_time: 0.0023 memory: 2348 2022/08/31 09:49:55 - mmengine - INFO - Epoch(val) [10][4100/6282] eta: 0:02:38 time: 0.0726 data_time: 0.0021 memory: 2348 2022/08/31 09:49:56 - mmengine - INFO - Epoch(val) [10][4120/6282] eta: 0:01:40 time: 0.0464 data_time: 0.0024 memory: 2348 2022/08/31 09:49:57 - mmengine - INFO - Epoch(val) [10][4140/6282] eta: 0:01:28 time: 0.0413 data_time: 0.0019 memory: 2348 2022/08/31 09:49:58 - mmengine - INFO - Epoch(val) [10][4160/6282] eta: 0:01:29 time: 0.0421 data_time: 0.0025 memory: 2279 2022/08/31 09:49:59 - mmengine - INFO - Epoch(val) [10][4180/6282] eta: 0:01:28 time: 0.0423 data_time: 0.0033 memory: 2279 2022/08/31 09:49:59 - mmengine - INFO - Epoch(val) [10][4200/6282] eta: 0:01:26 time: 0.0414 data_time: 0.0031 memory: 2279 2022/08/31 09:50:00 - mmengine - INFO - Epoch(val) [10][4220/6282] eta: 0:01:26 time: 0.0420 data_time: 0.0028 memory: 2279 2022/08/31 09:50:01 - mmengine - INFO - Epoch(val) [10][4240/6282] eta: 0:01:24 time: 0.0414 data_time: 0.0035 memory: 2279 2022/08/31 09:50:02 - mmengine - INFO - Epoch(val) [10][4260/6282] eta: 0:01:29 time: 0.0444 data_time: 0.0030 memory: 2279 2022/08/31 09:50:03 - mmengine - INFO - Epoch(val) [10][4280/6282] eta: 0:01:27 time: 0.0435 data_time: 0.0035 memory: 2279 2022/08/31 09:50:04 - mmengine - INFO - Epoch(val) [10][4300/6282] eta: 0:01:19 time: 0.0400 data_time: 0.0025 memory: 2279 2022/08/31 09:50:05 - mmengine - INFO - Epoch(val) [10][4320/6282] eta: 0:01:34 time: 0.0479 data_time: 0.0025 memory: 2279 2022/08/31 09:50:06 - mmengine - INFO - Epoch(val) [10][4340/6282] eta: 0:01:21 time: 0.0420 data_time: 0.0043 memory: 2279 2022/08/31 09:50:06 - mmengine - INFO - Epoch(val) [10][4360/6282] eta: 0:01:25 time: 0.0444 data_time: 0.0032 memory: 2308 2022/08/31 09:50:07 - mmengine - INFO - Epoch(val) [10][4380/6282] eta: 0:01:20 time: 0.0424 data_time: 0.0024 memory: 2308 2022/08/31 09:50:08 - mmengine - INFO - Epoch(val) [10][4400/6282] eta: 0:01:18 time: 0.0419 data_time: 0.0031 memory: 2308 2022/08/31 09:50:09 - mmengine - INFO - Epoch(val) [10][4420/6282] eta: 0:01:14 time: 0.0400 data_time: 0.0028 memory: 2308 2022/08/31 09:50:10 - mmengine - INFO - Epoch(val) [10][4440/6282] eta: 0:01:16 time: 0.0415 data_time: 0.0022 memory: 2312 2022/08/31 09:50:11 - mmengine - INFO - Epoch(val) [10][4460/6282] eta: 0:01:17 time: 0.0424 data_time: 0.0027 memory: 2312 2022/08/31 09:50:12 - mmengine - INFO - Epoch(val) [10][4480/6282] eta: 0:01:17 time: 0.0430 data_time: 0.0023 memory: 2312 2022/08/31 09:50:12 - mmengine - INFO - Epoch(val) [10][4500/6282] eta: 0:01:16 time: 0.0429 data_time: 0.0023 memory: 2312 2022/08/31 09:50:13 - mmengine - INFO - Epoch(val) [10][4520/6282] eta: 0:01:17 time: 0.0437 data_time: 0.0024 memory: 2312 2022/08/31 09:50:14 - mmengine - INFO - Epoch(val) [10][4540/6282] eta: 0:01:14 time: 0.0426 data_time: 0.0021 memory: 2281 2022/08/31 09:50:15 - mmengine - INFO - Epoch(val) [10][4560/6282] eta: 0:01:55 time: 0.0671 data_time: 0.0024 memory: 2281 2022/08/31 09:50:16 - mmengine - INFO - Epoch(val) [10][4580/6282] eta: 0:01:23 time: 0.0490 data_time: 0.0023 memory: 2281 2022/08/31 09:50:17 - mmengine - INFO - Epoch(val) [10][4600/6282] eta: 0:01:08 time: 0.0405 data_time: 0.0024 memory: 2281 2022/08/31 09:50:18 - mmengine - INFO - Epoch(val) [10][4620/6282] eta: 0:01:17 time: 0.0469 data_time: 0.0034 memory: 2281 2022/08/31 09:50:19 - mmengine - INFO - Epoch(val) [10][4640/6282] eta: 0:01:09 time: 0.0423 data_time: 0.0023 memory: 2312 2022/08/31 09:50:20 - mmengine - INFO - Epoch(val) [10][4660/6282] eta: 0:01:06 time: 0.0409 data_time: 0.0022 memory: 2312 2022/08/31 09:50:21 - mmengine - INFO - Epoch(val) [10][4680/6282] eta: 0:01:16 time: 0.0476 data_time: 0.0036 memory: 2312 2022/08/31 09:50:22 - mmengine - INFO - Epoch(val) [10][4700/6282] eta: 0:01:11 time: 0.0451 data_time: 0.0027 memory: 2312 2022/08/31 09:50:23 - mmengine - INFO - Epoch(val) [10][4720/6282] eta: 0:01:08 time: 0.0437 data_time: 0.0021 memory: 2312 2022/08/31 09:50:23 - mmengine - INFO - Epoch(val) [10][4740/6282] eta: 0:01:01 time: 0.0397 data_time: 0.0021 memory: 2292 2022/08/31 09:50:24 - mmengine - INFO - Epoch(val) [10][4760/6282] eta: 0:01:06 time: 0.0436 data_time: 0.0021 memory: 2292 2022/08/31 09:50:25 - mmengine - INFO - Epoch(val) [10][4780/6282] eta: 0:01:00 time: 0.0401 data_time: 0.0028 memory: 2292 2022/08/31 09:50:26 - mmengine - INFO - Epoch(val) [10][4800/6282] eta: 0:01:02 time: 0.0425 data_time: 0.0031 memory: 2292 2022/08/31 09:50:27 - mmengine - INFO - Epoch(val) [10][4820/6282] eta: 0:01:06 time: 0.0456 data_time: 0.0020 memory: 2308 2022/08/31 09:50:28 - mmengine - INFO - Epoch(val) [10][4840/6282] eta: 0:01:01 time: 0.0430 data_time: 0.0020 memory: 2308 2022/08/31 09:50:29 - mmengine - INFO - Epoch(val) [10][4860/6282] eta: 0:00:57 time: 0.0404 data_time: 0.0023 memory: 2308 2022/08/31 09:50:29 - mmengine - INFO - Epoch(val) [10][4880/6282] eta: 0:01:00 time: 0.0432 data_time: 0.0020 memory: 2308 2022/08/31 09:50:30 - mmengine - INFO - Epoch(val) [10][4900/6282] eta: 0:01:00 time: 0.0439 data_time: 0.0035 memory: 2308 2022/08/31 09:50:31 - mmengine - INFO - Epoch(val) [10][4920/6282] eta: 0:01:00 time: 0.0445 data_time: 0.0027 memory: 2310 2022/08/31 09:50:32 - mmengine - INFO - Epoch(val) [10][4940/6282] eta: 0:01:01 time: 0.0455 data_time: 0.0031 memory: 2310 2022/08/31 09:50:33 - mmengine - INFO - Epoch(val) [10][4960/6282] eta: 0:01:02 time: 0.0469 data_time: 0.0021 memory: 2310 2022/08/31 09:50:34 - mmengine - INFO - Epoch(val) [10][4980/6282] eta: 0:00:59 time: 0.0458 data_time: 0.0027 memory: 2310 2022/08/31 09:50:35 - mmengine - INFO - Epoch(val) [10][5000/6282] eta: 0:01:24 time: 0.0663 data_time: 0.0030 memory: 2310 2022/08/31 09:50:36 - mmengine - INFO - Epoch(val) [10][5020/6282] eta: 0:00:49 time: 0.0390 data_time: 0.0020 memory: 2310 2022/08/31 09:50:37 - mmengine - INFO - Epoch(val) [10][5040/6282] eta: 0:00:53 time: 0.0434 data_time: 0.0031 memory: 2281 2022/08/31 09:50:38 - mmengine - INFO - Epoch(val) [10][5060/6282] eta: 0:00:53 time: 0.0437 data_time: 0.0024 memory: 2281 2022/08/31 09:50:39 - mmengine - INFO - Epoch(val) [10][5080/6282] eta: 0:00:59 time: 0.0493 data_time: 0.0022 memory: 2281 2022/08/31 09:50:40 - mmengine - INFO - Epoch(val) [10][5100/6282] eta: 0:00:44 time: 0.0375 data_time: 0.0021 memory: 2281 2022/08/31 09:50:40 - mmengine - INFO - Epoch(val) [10][5120/6282] eta: 0:00:50 time: 0.0435 data_time: 0.0024 memory: 2281 2022/08/31 09:50:41 - mmengine - INFO - Epoch(val) [10][5140/6282] eta: 0:00:41 time: 0.0363 data_time: 0.0025 memory: 2279 2022/08/31 09:50:42 - mmengine - INFO - Epoch(val) [10][5160/6282] eta: 0:00:51 time: 0.0457 data_time: 0.0029 memory: 2279 2022/08/31 09:50:43 - mmengine - INFO - Epoch(val) [10][5180/6282] eta: 0:00:46 time: 0.0426 data_time: 0.0024 memory: 2279 2022/08/31 09:50:44 - mmengine - INFO - Epoch(val) [10][5200/6282] eta: 0:00:49 time: 0.0459 data_time: 0.0030 memory: 2279 2022/08/31 09:50:45 - mmengine - INFO - Epoch(val) [10][5220/6282] eta: 0:00:44 time: 0.0420 data_time: 0.0026 memory: 2279 2022/08/31 09:50:46 - mmengine - INFO - Epoch(val) [10][5240/6282] eta: 0:00:57 time: 0.0554 data_time: 0.0024 memory: 2282 2022/08/31 09:50:47 - mmengine - INFO - Epoch(val) [10][5260/6282] eta: 0:00:40 time: 0.0392 data_time: 0.0023 memory: 2279 2022/08/31 09:50:48 - mmengine - INFO - Epoch(val) [10][5280/6282] eta: 0:00:52 time: 0.0524 data_time: 0.0023 memory: 2279 2022/08/31 09:50:49 - mmengine - INFO - Epoch(val) [10][5300/6282] eta: 0:00:39 time: 0.0406 data_time: 0.0017 memory: 2279 2022/08/31 09:50:49 - mmengine - INFO - Epoch(val) [10][5320/6282] eta: 0:00:40 time: 0.0417 data_time: 0.0036 memory: 2279 2022/08/31 09:50:50 - mmengine - INFO - Epoch(val) [10][5340/6282] eta: 0:00:38 time: 0.0408 data_time: 0.0020 memory: 2279 2022/08/31 09:50:51 - mmengine - INFO - Epoch(val) [10][5360/6282] eta: 0:00:36 time: 0.0398 data_time: 0.0020 memory: 2279 2022/08/31 09:50:52 - mmengine - INFO - Epoch(val) [10][5380/6282] eta: 0:00:46 time: 0.0514 data_time: 0.0029 memory: 2279 2022/08/31 09:50:53 - mmengine - INFO - Epoch(val) [10][5400/6282] eta: 0:00:38 time: 0.0432 data_time: 0.0027 memory: 2279 2022/08/31 09:50:54 - mmengine - INFO - Epoch(val) [10][5420/6282] eta: 0:00:34 time: 0.0406 data_time: 0.0021 memory: 2279 2022/08/31 09:50:55 - mmengine - INFO - Epoch(val) [10][5440/6282] eta: 0:00:57 time: 0.0682 data_time: 0.0023 memory: 2279 2022/08/31 09:50:56 - mmengine - INFO - Epoch(val) [10][5460/6282] eta: 0:00:34 time: 0.0423 data_time: 0.0047 memory: 2279 2022/08/31 09:50:57 - mmengine - INFO - Epoch(val) [10][5480/6282] eta: 0:00:33 time: 0.0423 data_time: 0.0029 memory: 2279 2022/08/31 09:50:58 - mmengine - INFO - Epoch(val) [10][5500/6282] eta: 0:00:31 time: 0.0404 data_time: 0.0022 memory: 2279 2022/08/31 09:50:59 - mmengine - INFO - Epoch(val) [10][5520/6282] eta: 0:00:34 time: 0.0456 data_time: 0.0021 memory: 2289 2022/08/31 09:51:00 - mmengine - INFO - Epoch(val) [10][5540/6282] eta: 0:00:37 time: 0.0504 data_time: 0.0025 memory: 2289 2022/08/31 09:51:00 - mmengine - INFO - Epoch(val) [10][5560/6282] eta: 0:00:29 time: 0.0409 data_time: 0.0019 memory: 2289 2022/08/31 09:51:01 - mmengine - INFO - Epoch(val) [10][5580/6282] eta: 0:00:29 time: 0.0423 data_time: 0.0023 memory: 2289 2022/08/31 09:51:02 - mmengine - INFO - Epoch(val) [10][5600/6282] eta: 0:00:30 time: 0.0443 data_time: 0.0018 memory: 2289 2022/08/31 09:51:03 - mmengine - INFO - Epoch(val) [10][5620/6282] eta: 0:00:28 time: 0.0433 data_time: 0.0032 memory: 2289 2022/08/31 09:51:04 - mmengine - INFO - Epoch(val) [10][5640/6282] eta: 0:00:27 time: 0.0433 data_time: 0.0019 memory: 2279 2022/08/31 09:51:05 - mmengine - INFO - Epoch(val) [10][5660/6282] eta: 0:00:28 time: 0.0462 data_time: 0.0024 memory: 2279 2022/08/31 09:51:06 - mmengine - INFO - Epoch(val) [10][5680/6282] eta: 0:00:25 time: 0.0421 data_time: 0.0029 memory: 2279 2022/08/31 09:51:06 - mmengine - INFO - Epoch(val) [10][5700/6282] eta: 0:00:23 time: 0.0405 data_time: 0.0020 memory: 2279 2022/08/31 09:51:07 - mmengine - INFO - Epoch(val) [10][5720/6282] eta: 0:00:23 time: 0.0419 data_time: 0.0025 memory: 2296 2022/08/31 09:51:08 - mmengine - INFO - Epoch(val) [10][5740/6282] eta: 0:00:23 time: 0.0438 data_time: 0.0032 memory: 2296 2022/08/31 09:51:09 - mmengine - INFO - Epoch(val) [10][5760/6282] eta: 0:00:23 time: 0.0441 data_time: 0.0023 memory: 2296 2022/08/31 09:51:10 - mmengine - INFO - Epoch(val) [10][5780/6282] eta: 0:00:22 time: 0.0458 data_time: 0.0020 memory: 2296 2022/08/31 09:51:11 - mmengine - INFO - Epoch(val) [10][5800/6282] eta: 0:00:20 time: 0.0427 data_time: 0.0026 memory: 2296 2022/08/31 09:51:12 - mmengine - INFO - Epoch(val) [10][5820/6282] eta: 0:00:18 time: 0.0392 data_time: 0.0018 memory: 2296 2022/08/31 09:51:13 - mmengine - INFO - Epoch(val) [10][5840/6282] eta: 0:00:18 time: 0.0421 data_time: 0.0026 memory: 2289 2022/08/31 09:51:13 - mmengine - INFO - Epoch(val) [10][5860/6282] eta: 0:00:18 time: 0.0446 data_time: 0.0031 memory: 2289 2022/08/31 09:51:14 - mmengine - INFO - Epoch(val) [10][5880/6282] eta: 0:00:17 time: 0.0432 data_time: 0.0035 memory: 2289 2022/08/31 09:51:16 - mmengine - INFO - Epoch(val) [10][5900/6282] eta: 0:00:27 time: 0.0716 data_time: 0.0023 memory: 2289 2022/08/31 09:51:17 - mmengine - INFO - Epoch(val) [10][5920/6282] eta: 0:00:15 time: 0.0420 data_time: 0.0025 memory: 2289 2022/08/31 09:51:17 - mmengine - INFO - Epoch(val) [10][5940/6282] eta: 0:00:13 time: 0.0403 data_time: 0.0024 memory: 2279 2022/08/31 09:51:18 - mmengine - INFO - Epoch(val) [10][5960/6282] eta: 0:00:13 time: 0.0432 data_time: 0.0019 memory: 2279 2022/08/31 09:51:19 - mmengine - INFO - Epoch(val) [10][5980/6282] eta: 0:00:13 time: 0.0455 data_time: 0.0033 memory: 2279 2022/08/31 09:51:20 - mmengine - INFO - Epoch(val) [10][6000/6282] eta: 0:00:12 time: 0.0458 data_time: 0.0034 memory: 2308 2022/08/31 09:51:21 - mmengine - INFO - Epoch(val) [10][6020/6282] eta: 0:00:11 time: 0.0451 data_time: 0.0048 memory: 2308 2022/08/31 09:51:22 - mmengine - INFO - Epoch(val) [10][6040/6282] eta: 0:00:10 time: 0.0434 data_time: 0.0029 memory: 2308 2022/08/31 09:51:23 - mmengine - INFO - Epoch(val) [10][6060/6282] eta: 0:00:09 time: 0.0440 data_time: 0.0020 memory: 2308 2022/08/31 09:51:24 - mmengine - INFO - Epoch(val) [10][6080/6282] eta: 0:00:09 time: 0.0491 data_time: 0.0026 memory: 2308 2022/08/31 09:51:25 - mmengine - INFO - Epoch(val) [10][6100/6282] eta: 0:00:09 time: 0.0513 data_time: 0.0035 memory: 2308 2022/08/31 09:51:26 - mmengine - INFO - Epoch(val) [10][6120/6282] eta: 0:00:08 time: 0.0511 data_time: 0.0027 memory: 2308 2022/08/31 09:51:27 - mmengine - INFO - Epoch(val) [10][6140/6282] eta: 0:00:07 time: 0.0526 data_time: 0.0025 memory: 2308 2022/08/31 09:51:28 - mmengine - INFO - Epoch(val) [10][6160/6282] eta: 0:00:05 time: 0.0488 data_time: 0.0018 memory: 2308 2022/08/31 09:51:29 - mmengine - INFO - Epoch(val) [10][6180/6282] eta: 0:00:04 time: 0.0444 data_time: 0.0027 memory: 2308 2022/08/31 09:51:30 - mmengine - INFO - Epoch(val) [10][6200/6282] eta: 0:00:03 time: 0.0394 data_time: 0.0022 memory: 2308 2022/08/31 09:51:30 - mmengine - INFO - Epoch(val) [10][6220/6282] eta: 0:00:02 time: 0.0424 data_time: 0.0021 memory: 2308 2022/08/31 09:51:31 - mmengine - INFO - Epoch(val) [10][6240/6282] eta: 0:00:01 time: 0.0419 data_time: 0.0027 memory: 2308 2022/08/31 09:51:32 - mmengine - INFO - Epoch(val) [10][6260/6282] eta: 0:00:00 time: 0.0432 data_time: 0.0019 memory: 2308 2022/08/31 09:51:33 - mmengine - INFO - Epoch(val) [10][6280/6282] eta: 0:00:00 time: 0.0447 data_time: 0.0029 memory: 2308 2022/08/31 09:56:57 - mmengine - INFO - Epoch(val) [10][6282/6282] mAP/mAP@0.5IOU: 0.2362 2022/08/31 09:56:57 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_10.pth is removed 2022/08/31 09:57:00 - mmengine - INFO - The best checkpoint with 0.2362 mAP/mAP@0.5IOU at 11 epoch is saved to best_mAP/mAP@0.5IOU_epoch_11.pth. 2022/08/31 09:57:11 - mmengine - INFO - Epoch(train) [11][20/1921] lr: 1.5000e-02 eta: 2:46:09 time: 0.5299 data_time: 0.0368 memory: 8602 grad_norm: 0.0790 recall@thr=0.5: 0.6448 prec@thr=0.5: 0.7078 recall@top3: 0.7729 prec@top3: 0.6771 recall@top5: 0.9219 prec@top5: 0.5187 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 09:57:21 - mmengine - INFO - Epoch(train) [11][40/1921] lr: 1.5000e-02 eta: 2:45:59 time: 0.5232 data_time: 0.0243 memory: 8457 grad_norm: 0.0822 recall@thr=0.5: 0.8021 prec@thr=0.5: 0.9271 recall@top3: 0.8646 prec@top3: 0.7708 recall@top5: 0.9583 prec@top5: 0.5250 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 09:57:32 - mmengine - INFO - Epoch(train) [11][60/1921] lr: 1.5000e-02 eta: 2:45:48 time: 0.5248 data_time: 0.0232 memory: 8542 grad_norm: 0.0859 recall@thr=0.5: 0.7325 prec@thr=0.5: 0.8803 recall@top3: 0.7833 prec@top3: 0.7350 recall@top5: 0.9312 prec@top5: 0.5487 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 09:57:43 - mmengine - INFO - Epoch(train) [11][80/1921] lr: 1.5000e-02 eta: 2:45:38 time: 0.5395 data_time: 0.0227 memory: 8534 grad_norm: 0.0817 recall@thr=0.5: 0.7176 prec@thr=0.5: 0.8241 recall@top3: 0.8935 prec@top3: 0.6574 recall@top5: 0.9630 prec@top5: 0.4389 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 09:57:53 - mmengine - INFO - Epoch(train) [11][100/1921] lr: 1.5000e-02 eta: 2:45:28 time: 0.5359 data_time: 0.0244 memory: 8500 grad_norm: 0.0891 recall@thr=0.5: 0.8481 prec@thr=0.5: 0.7786 recall@top3: 0.8414 prec@top3: 0.7810 recall@top5: 0.9552 prec@top5: 0.5429 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 09:58:03 - mmengine - INFO - Epoch(train) [11][120/1921] lr: 1.5000e-02 eta: 2:45:18 time: 0.5023 data_time: 0.0189 memory: 8679 grad_norm: 0.0845 recall@thr=0.5: 0.6722 prec@thr=0.5: 0.7056 recall@top3: 0.7861 prec@top3: 0.6222 recall@top5: 0.8944 prec@top5: 0.4400 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 09:58:14 - mmengine - INFO - Epoch(train) [11][140/1921] lr: 1.5000e-02 eta: 2:45:07 time: 0.5260 data_time: 0.0216 memory: 8629 grad_norm: 0.0841 recall@thr=0.5: 0.7659 prec@thr=0.5: 0.8194 recall@top3: 0.8274 prec@top3: 0.7619 recall@top5: 0.9802 prec@top5: 0.5429 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 09:58:24 - mmengine - INFO - Epoch(train) [11][160/1921] lr: 1.5000e-02 eta: 2:44:57 time: 0.5240 data_time: 0.0169 memory: 8526 grad_norm: 0.0849 recall@thr=0.5: 0.8090 prec@thr=0.5: 0.9009 recall@top3: 0.9171 prec@top3: 0.8108 recall@top5: 0.9568 prec@top5: 0.5189 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 09:58:34 - mmengine - INFO - Epoch(train) [11][180/1921] lr: 1.5000e-02 eta: 2:44:46 time: 0.4977 data_time: 0.0221 memory: 8526 grad_norm: 0.0838 recall@thr=0.5: 0.7571 prec@thr=0.5: 0.8119 recall@top3: 0.8714 prec@top3: 0.7048 recall@top5: 0.9667 prec@top5: 0.4914 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 09:58:45 - mmengine - INFO - Epoch(train) [11][200/1921] lr: 1.5000e-02 eta: 2:44:36 time: 0.5237 data_time: 0.0132 memory: 8552 grad_norm: 0.0832 recall@thr=0.5: 0.7451 prec@thr=0.5: 0.8480 recall@top3: 0.8480 prec@top3: 0.7647 recall@top5: 0.9632 prec@top5: 0.5353 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 09:58:56 - mmengine - INFO - Epoch(train) [11][220/1921] lr: 1.5000e-02 eta: 2:44:26 time: 0.5360 data_time: 0.0214 memory: 8645 grad_norm: 0.0879 recall@thr=0.5: 0.7747 prec@thr=0.5: 0.9136 recall@top3: 0.8117 prec@top3: 0.8148 recall@top5: 0.9753 prec@top5: 0.6074 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 09:59:07 - mmengine - INFO - Epoch(train) [11][240/1921] lr: 1.5000e-02 eta: 2:44:16 time: 0.5518 data_time: 0.0201 memory: 8585 grad_norm: 0.0860 recall@thr=0.5: 0.7861 prec@thr=0.5: 0.8639 recall@top3: 0.7889 prec@top3: 0.7667 recall@top5: 0.9778 prec@top5: 0.5867 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 09:59:17 - mmengine - INFO - Epoch(train) [11][260/1921] lr: 1.5000e-02 eta: 2:44:05 time: 0.5007 data_time: 0.0218 memory: 8542 grad_norm: 0.0892 recall@thr=0.5: 0.7473 prec@thr=0.5: 0.8360 recall@top3: 0.8387 prec@top3: 0.7097 recall@top5: 0.9570 prec@top5: 0.4968 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 09:59:27 - mmengine - INFO - Epoch(train) [11][280/1921] lr: 1.5000e-02 eta: 2:43:55 time: 0.5194 data_time: 0.0158 memory: 8517 grad_norm: 0.0896 recall@thr=0.5: 0.7785 prec@thr=0.5: 0.7561 recall@top3: 0.8333 prec@top3: 0.7317 recall@top5: 0.9675 prec@top5: 0.5122 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 09:59:37 - mmengine - INFO - Epoch(train) [11][300/1921] lr: 1.5000e-02 eta: 2:43:44 time: 0.4866 data_time: 0.0225 memory: 8577 grad_norm: 0.0839 recall@thr=0.5: 0.6818 prec@thr=0.5: 0.7222 recall@top3: 0.8611 prec@top3: 0.5556 recall@top5: 0.9343 prec@top5: 0.3758 loss_action_cls: 0.0375 loss: 0.0375 2022/08/31 09:59:47 - mmengine - INFO - Epoch(train) [11][320/1921] lr: 1.5000e-02 eta: 2:43:34 time: 0.5224 data_time: 0.0183 memory: 8568 grad_norm: 0.0857 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8030 recall@top3: 0.8523 prec@top3: 0.6591 recall@top5: 0.9508 prec@top5: 0.4455 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 09:59:58 - mmengine - INFO - Epoch(train) [11][340/1921] lr: 1.5000e-02 eta: 2:43:23 time: 0.5257 data_time: 0.0177 memory: 8620 grad_norm: 0.0880 recall@thr=0.5: 0.7139 prec@thr=0.5: 0.7889 recall@top3: 0.7472 prec@top3: 0.6111 recall@top5: 0.9333 prec@top5: 0.4667 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 10:00:08 - mmengine - INFO - Epoch(train) [11][360/1921] lr: 1.5000e-02 eta: 2:43:13 time: 0.5310 data_time: 0.0191 memory: 8508 grad_norm: 0.0813 recall@thr=0.5: 0.6876 prec@thr=0.5: 0.6812 recall@top3: 0.7722 prec@top3: 0.6838 recall@top5: 0.8957 prec@top5: 0.4872 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 10:00:19 - mmengine - INFO - Epoch(train) [11][380/1921] lr: 1.5000e-02 eta: 2:43:03 time: 0.5292 data_time: 0.0185 memory: 8500 grad_norm: 0.0892 recall@thr=0.5: 0.7627 prec@thr=0.5: 0.9136 recall@top3: 0.8070 prec@top3: 0.8158 recall@top5: 0.9544 prec@top5: 0.5842 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:00:29 - mmengine - INFO - Epoch(train) [11][400/1921] lr: 1.5000e-02 eta: 2:42:52 time: 0.5029 data_time: 0.0196 memory: 8517 grad_norm: 0.0823 recall@thr=0.5: 0.6861 prec@thr=0.5: 0.8672 recall@top3: 0.7811 prec@top3: 0.7222 recall@top5: 0.8861 prec@top5: 0.4933 loss_action_cls: 0.0370 loss: 0.0370 2022/08/31 10:00:39 - mmengine - INFO - Epoch(train) [11][420/1921] lr: 1.5000e-02 eta: 2:42:42 time: 0.5191 data_time: 0.0160 memory: 8534 grad_norm: 0.0813 recall@thr=0.5: 0.7525 prec@thr=0.5: 0.7247 recall@top3: 0.9091 prec@top3: 0.6768 recall@top5: 0.9596 prec@top5: 0.4364 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 10:00:50 - mmengine - INFO - Epoch(train) [11][440/1921] lr: 1.5000e-02 eta: 2:42:31 time: 0.5144 data_time: 0.0192 memory: 8491 grad_norm: 0.0845 recall@thr=0.5: 0.8528 prec@thr=0.5: 0.8500 recall@top3: 0.9278 prec@top3: 0.7444 recall@top5: 0.9667 prec@top5: 0.4733 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 10:00:59 - mmengine - INFO - Epoch(train) [11][460/1921] lr: 1.5000e-02 eta: 2:42:20 time: 0.4955 data_time: 0.0166 memory: 8474 grad_norm: 0.0874 recall@thr=0.5: 0.6800 prec@thr=0.5: 0.7633 recall@top3: 0.8467 prec@top3: 0.6400 recall@top5: 0.9200 prec@top5: 0.4240 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 10:01:10 - mmengine - INFO - Epoch(train) [11][480/1921] lr: 1.5000e-02 eta: 2:42:10 time: 0.5132 data_time: 0.0193 memory: 8662 grad_norm: 0.0872 recall@thr=0.5: 0.6850 prec@thr=0.5: 0.6915 recall@top3: 0.6889 prec@top3: 0.6154 recall@top5: 0.9171 prec@top5: 0.4974 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 10:01:20 - mmengine - INFO - Epoch(train) [11][500/1921] lr: 1.5000e-02 eta: 2:42:00 time: 0.5296 data_time: 0.0189 memory: 8559 grad_norm: 0.0865 recall@thr=0.5: 0.7449 prec@thr=0.5: 0.8460 recall@top3: 0.8056 prec@top3: 0.6768 recall@top5: 0.9520 prec@top5: 0.5030 loss_action_cls: 0.0367 loss: 0.0367 2022/08/31 10:01:30 - mmengine - INFO - Epoch(train) [11][520/1921] lr: 1.5000e-02 eta: 2:41:49 time: 0.4909 data_time: 0.0166 memory: 8585 grad_norm: 0.0856 recall@thr=0.5: 0.6894 prec@thr=0.5: 0.7374 recall@top3: 0.8737 prec@top3: 0.6162 recall@top5: 0.9293 prec@top5: 0.4000 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 10:01:41 - mmengine - INFO - Epoch(train) [11][540/1921] lr: 1.5000e-02 eta: 2:41:39 time: 0.5338 data_time: 0.0172 memory: 8671 grad_norm: 0.0866 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.7770 recall@top3: 0.8378 prec@top3: 0.6216 recall@top5: 0.9707 prec@top5: 0.4378 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 10:01:51 - mmengine - INFO - Epoch(train) [11][560/1921] lr: 1.5000e-02 eta: 2:41:28 time: 0.5058 data_time: 0.0164 memory: 8602 grad_norm: 0.0838 recall@thr=0.5: 0.9062 prec@thr=0.5: 0.8875 recall@top3: 0.9250 prec@top3: 0.6917 recall@top5: 0.9792 prec@top5: 0.4450 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 10:02:02 - mmengine - INFO - Epoch(train) [11][580/1921] lr: 1.5000e-02 eta: 2:41:18 time: 0.5347 data_time: 0.0190 memory: 8526 grad_norm: 0.0852 recall@thr=0.5: 0.7495 prec@thr=0.5: 0.8653 recall@top3: 0.7926 prec@top3: 0.7407 recall@top5: 0.9537 prec@top5: 0.5611 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 10:02:12 - mmengine - INFO - Epoch(train) [11][600/1921] lr: 1.5000e-02 eta: 2:41:08 time: 0.5237 data_time: 0.0172 memory: 8629 grad_norm: 0.0856 recall@thr=0.5: 0.7035 prec@thr=0.5: 0.8030 recall@top3: 0.8747 prec@top3: 0.6768 recall@top5: 0.9394 prec@top5: 0.4606 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 10:02:22 - mmengine - INFO - Epoch(train) [11][620/1921] lr: 1.5000e-02 eta: 2:40:57 time: 0.5003 data_time: 0.0195 memory: 8500 grad_norm: 0.0896 recall@thr=0.5: 0.7486 prec@thr=0.5: 0.8935 recall@top3: 0.8620 prec@top3: 0.7593 recall@top5: 0.9444 prec@top5: 0.5167 loss_action_cls: 0.0303 loss: 0.0303 2022/08/31 10:02:33 - mmengine - INFO - Epoch(train) [11][640/1921] lr: 1.5000e-02 eta: 2:40:47 time: 0.5211 data_time: 0.0168 memory: 8577 grad_norm: 0.0862 recall@thr=0.5: 0.6146 prec@thr=0.5: 0.7161 recall@top3: 0.7240 prec@top3: 0.5521 recall@top5: 0.9427 prec@top5: 0.4375 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 10:02:44 - mmengine - INFO - Epoch(train) [11][660/1921] lr: 1.5000e-02 eta: 2:40:37 time: 0.5477 data_time: 0.0208 memory: 8482 grad_norm: 0.0839 recall@thr=0.5: 0.7515 prec@thr=0.5: 0.9066 recall@top3: 0.7939 prec@top3: 0.7475 recall@top5: 0.9626 prec@top5: 0.5515 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 10:02:53 - mmengine - INFO - Epoch(train) [11][680/1921] lr: 1.5000e-02 eta: 2:40:26 time: 0.4925 data_time: 0.0178 memory: 8508 grad_norm: 0.0855 recall@thr=0.5: 0.6360 prec@thr=0.5: 0.7849 recall@top3: 0.7753 prec@top3: 0.5806 recall@top5: 0.8688 prec@top5: 0.3935 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 10:03:04 - mmengine - INFO - Epoch(train) [11][700/1921] lr: 1.5000e-02 eta: 2:40:15 time: 0.5209 data_time: 0.0171 memory: 8432 grad_norm: 0.0910 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7419 recall@top3: 0.7876 prec@top3: 0.5376 recall@top5: 0.9247 prec@top5: 0.3935 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 10:03:14 - mmengine - INFO - Epoch(train) [11][720/1921] lr: 1.5000e-02 eta: 2:40:05 time: 0.5347 data_time: 0.0197 memory: 8517 grad_norm: 0.0878 recall@thr=0.5: 0.8817 prec@thr=0.5: 0.8091 recall@top3: 0.8952 prec@top3: 0.6022 recall@top5: 0.9677 prec@top5: 0.3871 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 10:03:25 - mmengine - INFO - Epoch(train) [11][740/1921] lr: 1.5000e-02 eta: 2:39:55 time: 0.5206 data_time: 0.0208 memory: 8517 grad_norm: 0.0857 recall@thr=0.5: 0.6187 prec@thr=0.5: 0.7247 recall@top3: 0.7222 prec@top3: 0.5758 recall@top5: 0.8939 prec@top5: 0.4303 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 10:03:35 - mmengine - INFO - Epoch(train) [11][760/1921] lr: 1.5000e-02 eta: 2:39:44 time: 0.5034 data_time: 0.0174 memory: 8612 grad_norm: 0.0880 recall@thr=0.5: 0.7108 prec@thr=0.5: 0.7059 recall@top3: 0.7353 prec@top3: 0.6667 recall@top5: 0.9216 prec@top5: 0.4941 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 10:03:46 - mmengine - INFO - Epoch(train) [11][780/1921] lr: 1.5000e-02 eta: 2:39:34 time: 0.5321 data_time: 0.0190 memory: 8491 grad_norm: 0.0866 recall@thr=0.5: 0.6742 prec@thr=0.5: 0.7803 recall@top3: 0.8510 prec@top3: 0.7475 recall@top5: 0.9697 prec@top5: 0.5273 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 10:03:51 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 10:03:56 - mmengine - INFO - Epoch(train) [11][800/1921] lr: 1.5000e-02 eta: 2:39:24 time: 0.5216 data_time: 0.0198 memory: 8577 grad_norm: 0.0856 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.5167 recall@top3: 0.7300 prec@top3: 0.5200 recall@top5: 0.9200 prec@top5: 0.4080 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 10:04:06 - mmengine - INFO - Epoch(train) [11][820/1921] lr: 1.5000e-02 eta: 2:39:13 time: 0.4969 data_time: 0.0195 memory: 8568 grad_norm: 0.0886 recall@thr=0.5: 0.7604 prec@thr=0.5: 0.7396 recall@top3: 0.8672 prec@top3: 0.6354 recall@top5: 0.8854 prec@top5: 0.3937 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 10:04:16 - mmengine - INFO - Epoch(train) [11][840/1921] lr: 1.5000e-02 eta: 2:39:02 time: 0.4985 data_time: 0.0147 memory: 8568 grad_norm: 0.0860 recall@thr=0.5: 0.7829 prec@thr=0.5: 0.9322 recall@top3: 0.9225 prec@top3: 0.7442 recall@top5: 0.9632 prec@top5: 0.4744 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:04:26 - mmengine - INFO - Epoch(train) [11][860/1921] lr: 1.5000e-02 eta: 2:38:52 time: 0.5242 data_time: 0.0205 memory: 8552 grad_norm: 0.0842 recall@thr=0.5: 0.6873 prec@thr=0.5: 0.8235 recall@top3: 0.8412 prec@top3: 0.6176 recall@top5: 0.9745 prec@top5: 0.4412 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 10:04:38 - mmengine - INFO - Epoch(train) [11][880/1921] lr: 1.5000e-02 eta: 2:38:42 time: 0.5587 data_time: 0.0211 memory: 8559 grad_norm: 0.0848 recall@thr=0.5: 0.6995 prec@thr=0.5: 0.8449 recall@top3: 0.8111 prec@top3: 0.7500 recall@top5: 0.9611 prec@top5: 0.5500 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 10:04:48 - mmengine - INFO - Epoch(train) [11][900/1921] lr: 1.5000e-02 eta: 2:38:31 time: 0.4961 data_time: 0.0198 memory: 8577 grad_norm: 0.0879 recall@thr=0.5: 0.6054 prec@thr=0.5: 0.6814 recall@top3: 0.8015 prec@top3: 0.6961 recall@top5: 0.9559 prec@top5: 0.4882 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 10:04:58 - mmengine - INFO - Epoch(train) [11][920/1921] lr: 1.5000e-02 eta: 2:38:21 time: 0.5286 data_time: 0.0168 memory: 8585 grad_norm: 0.0863 recall@thr=0.5: 0.8176 prec@thr=0.5: 0.8851 recall@top3: 0.8604 prec@top3: 0.8288 recall@top5: 0.9865 prec@top5: 0.5838 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 10:05:09 - mmengine - INFO - Epoch(train) [11][940/1921] lr: 1.5000e-02 eta: 2:38:11 time: 0.5300 data_time: 0.0188 memory: 8534 grad_norm: 0.0866 recall@thr=0.5: 0.7338 prec@thr=0.5: 0.8578 recall@top3: 0.8637 prec@top3: 0.7157 recall@top5: 1.0000 prec@top5: 0.5176 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 10:05:19 - mmengine - INFO - Epoch(train) [11][960/1921] lr: 1.5000e-02 eta: 2:38:00 time: 0.5156 data_time: 0.0169 memory: 8568 grad_norm: 0.0853 recall@thr=0.5: 0.6657 prec@thr=0.5: 0.7304 recall@top3: 0.7980 prec@top3: 0.5686 recall@top5: 0.9441 prec@top5: 0.4235 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 10:05:29 - mmengine - INFO - Epoch(train) [11][980/1921] lr: 1.5000e-02 eta: 2:37:50 time: 0.5123 data_time: 0.0203 memory: 8637 grad_norm: 0.0861 recall@thr=0.5: 0.7299 prec@thr=0.5: 0.7299 recall@top3: 0.8046 prec@top3: 0.5747 recall@top5: 0.9023 prec@top5: 0.3931 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 10:05:39 - mmengine - INFO - Epoch(train) [11][1000/1921] lr: 1.5000e-02 eta: 2:37:39 time: 0.4996 data_time: 0.0191 memory: 8542 grad_norm: 0.0873 recall@thr=0.5: 0.8071 prec@thr=0.5: 0.9315 recall@top3: 0.9000 prec@top3: 0.8095 recall@top5: 0.9673 prec@top5: 0.5429 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 10:05:49 - mmengine - INFO - Epoch(train) [11][1020/1921] lr: 1.5000e-02 eta: 2:37:29 time: 0.5108 data_time: 0.0180 memory: 8500 grad_norm: 0.0862 recall@thr=0.5: 0.6953 prec@thr=0.5: 0.7616 recall@top3: 0.8667 prec@top3: 0.6899 recall@top5: 0.9682 prec@top5: 0.4791 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 10:06:00 - mmengine - INFO - Epoch(train) [11][1040/1921] lr: 1.5000e-02 eta: 2:37:19 time: 0.5484 data_time: 0.0198 memory: 8500 grad_norm: 0.0853 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.6625 recall@top3: 0.7688 prec@top3: 0.6417 recall@top5: 0.9083 prec@top5: 0.4550 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 10:06:11 - mmengine - INFO - Epoch(train) [11][1060/1921] lr: 1.5000e-02 eta: 2:37:08 time: 0.5033 data_time: 0.0184 memory: 8508 grad_norm: 0.0855 recall@thr=0.5: 0.8565 prec@thr=0.5: 0.9028 recall@top3: 0.8866 prec@top3: 0.8056 recall@top5: 1.0000 prec@top5: 0.5389 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 10:06:20 - mmengine - INFO - Epoch(train) [11][1080/1921] lr: 1.5000e-02 eta: 2:36:57 time: 0.4949 data_time: 0.0199 memory: 8508 grad_norm: 0.0894 recall@thr=0.5: 0.8017 prec@thr=0.5: 0.9316 recall@top3: 0.8769 prec@top3: 0.7692 recall@top5: 0.9748 prec@top5: 0.5282 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 10:06:31 - mmengine - INFO - Epoch(train) [11][1100/1921] lr: 1.5000e-02 eta: 2:36:47 time: 0.5284 data_time: 0.0182 memory: 8517 grad_norm: 0.0837 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.7818 recall@top3: 0.8409 prec@top3: 0.6869 recall@top5: 0.9520 prec@top5: 0.4727 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 10:06:41 - mmengine - INFO - Epoch(train) [11][1120/1921] lr: 1.5000e-02 eta: 2:36:36 time: 0.5098 data_time: 0.0168 memory: 8517 grad_norm: 0.0878 recall@thr=0.5: 0.7793 prec@thr=0.5: 0.8820 recall@top3: 0.8536 prec@top3: 0.7748 recall@top5: 0.9775 prec@top5: 0.5514 loss_action_cls: 0.0372 loss: 0.0372 2022/08/31 10:06:52 - mmengine - INFO - Epoch(train) [11][1140/1921] lr: 1.5000e-02 eta: 2:36:26 time: 0.5196 data_time: 0.0207 memory: 8568 grad_norm: 0.0870 recall@thr=0.5: 0.8508 prec@thr=0.5: 0.7868 recall@top3: 0.9380 prec@top3: 0.7054 recall@top5: 0.9922 prec@top5: 0.4465 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 10:07:02 - mmengine - INFO - Epoch(train) [11][1160/1921] lr: 1.5000e-02 eta: 2:36:16 time: 0.5332 data_time: 0.0189 memory: 8629 grad_norm: 0.0874 recall@thr=0.5: 0.7078 prec@thr=0.5: 0.8516 recall@top3: 0.7755 prec@top3: 0.6562 recall@top5: 0.9693 prec@top5: 0.5000 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 10:07:13 - mmengine - INFO - Epoch(train) [11][1180/1921] lr: 1.5000e-02 eta: 2:36:06 time: 0.5188 data_time: 0.0195 memory: 8526 grad_norm: 0.0880 recall@thr=0.5: 0.7011 prec@thr=0.5: 0.7822 recall@top3: 0.7586 prec@top3: 0.7011 recall@top5: 0.9483 prec@top5: 0.5172 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:07:23 - mmengine - INFO - Epoch(train) [11][1200/1921] lr: 1.5000e-02 eta: 2:35:55 time: 0.5264 data_time: 0.0175 memory: 8500 grad_norm: 0.0882 recall@thr=0.5: 0.7069 prec@thr=0.5: 0.7586 recall@top3: 0.7897 prec@top3: 0.6667 recall@top5: 0.9161 prec@top5: 0.4690 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 10:07:34 - mmengine - INFO - Epoch(train) [11][1220/1921] lr: 1.5000e-02 eta: 2:35:45 time: 0.5211 data_time: 0.0209 memory: 8577 grad_norm: 0.0867 recall@thr=0.5: 0.8690 prec@thr=0.5: 0.8571 recall@top3: 0.8929 prec@top3: 0.6786 recall@top5: 0.9613 prec@top5: 0.4500 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 10:07:44 - mmengine - INFO - Epoch(train) [11][1240/1921] lr: 1.5000e-02 eta: 2:35:35 time: 0.5189 data_time: 0.0174 memory: 8568 grad_norm: 0.0879 recall@thr=0.5: 0.6505 prec@thr=0.5: 0.8118 recall@top3: 0.7527 prec@top3: 0.7634 recall@top5: 0.8737 prec@top5: 0.5419 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 10:07:54 - mmengine - INFO - Epoch(train) [11][1260/1921] lr: 1.5000e-02 eta: 2:35:24 time: 0.4997 data_time: 0.0209 memory: 8559 grad_norm: 0.0849 recall@thr=0.5: 0.7488 prec@thr=0.5: 0.8951 recall@top3: 0.8105 prec@top3: 0.6049 recall@top5: 0.9667 prec@top5: 0.4444 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 10:08:04 - mmengine - INFO - Epoch(train) [11][1280/1921] lr: 1.5000e-02 eta: 2:35:13 time: 0.5119 data_time: 0.0149 memory: 8491 grad_norm: 0.0882 recall@thr=0.5: 0.8867 prec@thr=0.5: 0.8667 recall@top3: 0.8967 prec@top3: 0.6133 recall@top5: 0.9467 prec@top5: 0.3920 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 10:08:14 - mmengine - INFO - Epoch(train) [11][1300/1921] lr: 1.5000e-02 eta: 2:35:03 time: 0.5019 data_time: 0.0205 memory: 8482 grad_norm: 0.0847 recall@thr=0.5: 0.7933 prec@thr=0.5: 0.8458 recall@top3: 0.8425 prec@top3: 0.7083 recall@top5: 0.9917 prec@top5: 0.5300 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 10:08:25 - mmengine - INFO - Epoch(train) [11][1320/1921] lr: 1.5000e-02 eta: 2:34:53 time: 0.5387 data_time: 0.0165 memory: 8637 grad_norm: 0.0850 recall@thr=0.5: 0.7661 prec@thr=0.5: 0.8247 recall@top3: 0.8763 prec@top3: 0.6989 recall@top5: 0.9597 prec@top5: 0.4710 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 10:08:35 - mmengine - INFO - Epoch(train) [11][1340/1921] lr: 1.5000e-02 eta: 2:34:42 time: 0.5151 data_time: 0.0218 memory: 8559 grad_norm: 0.0872 recall@thr=0.5: 0.6074 prec@thr=0.5: 0.7809 recall@top3: 0.7074 prec@top3: 0.5926 recall@top5: 0.8877 prec@top5: 0.4519 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 10:08:46 - mmengine - INFO - Epoch(train) [11][1360/1921] lr: 1.5000e-02 eta: 2:34:32 time: 0.5157 data_time: 0.0164 memory: 8421 grad_norm: 0.0896 recall@thr=0.5: 0.6314 prec@thr=0.5: 0.7038 recall@top3: 0.7147 prec@top3: 0.5769 recall@top5: 0.9679 prec@top5: 0.4923 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 10:08:57 - mmengine - INFO - Epoch(train) [11][1380/1921] lr: 1.5000e-02 eta: 2:34:22 time: 0.5714 data_time: 0.0303 memory: 8577 grad_norm: 0.0861 recall@thr=0.5: 0.7578 prec@thr=0.5: 0.7010 recall@top3: 0.8203 prec@top3: 0.6146 recall@top5: 0.9609 prec@top5: 0.4375 loss_action_cls: 0.0303 loss: 0.0303 2022/08/31 10:09:07 - mmengine - INFO - Epoch(train) [11][1400/1921] lr: 1.5000e-02 eta: 2:34:11 time: 0.5047 data_time: 0.0242 memory: 8552 grad_norm: 0.0854 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.7239 recall@top3: 0.7333 prec@top3: 0.5889 recall@top5: 0.9000 prec@top5: 0.4467 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 10:09:18 - mmengine - INFO - Epoch(train) [11][1420/1921] lr: 1.5000e-02 eta: 2:34:02 time: 0.5476 data_time: 0.0208 memory: 8585 grad_norm: 0.0863 recall@thr=0.5: 0.8048 prec@thr=0.5: 0.7588 recall@top3: 0.8114 prec@top3: 0.7018 recall@top5: 0.9605 prec@top5: 0.5000 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 10:09:28 - mmengine - INFO - Epoch(train) [11][1440/1921] lr: 1.5000e-02 eta: 2:33:51 time: 0.5122 data_time: 0.0189 memory: 8568 grad_norm: 0.0850 recall@thr=0.5: 0.6650 prec@thr=0.5: 0.7056 recall@top3: 0.8367 prec@top3: 0.5333 recall@top5: 0.9100 prec@top5: 0.3533 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 10:09:38 - mmengine - INFO - Epoch(train) [11][1460/1921] lr: 1.5000e-02 eta: 2:33:40 time: 0.5037 data_time: 0.0212 memory: 8645 grad_norm: 0.0870 recall@thr=0.5: 0.7557 prec@thr=0.5: 0.8678 recall@top3: 0.8793 prec@top3: 0.6897 recall@top5: 0.9368 prec@top5: 0.4552 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 10:09:49 - mmengine - INFO - Epoch(train) [11][1480/1921] lr: 1.5000e-02 eta: 2:33:30 time: 0.5181 data_time: 0.0169 memory: 8577 grad_norm: 0.0866 recall@thr=0.5: 0.6294 prec@thr=0.5: 0.7417 recall@top3: 0.7281 prec@top3: 0.6404 recall@top5: 0.8991 prec@top5: 0.5105 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 10:09:59 - mmengine - INFO - Epoch(train) [11][1500/1921] lr: 1.5000e-02 eta: 2:33:19 time: 0.4942 data_time: 0.0222 memory: 8508 grad_norm: 0.0882 recall@thr=0.5: 0.8026 prec@thr=0.5: 0.8904 recall@top3: 0.9211 prec@top3: 0.7807 recall@top5: 0.9912 prec@top5: 0.5053 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 10:10:10 - mmengine - INFO - Epoch(train) [11][1520/1921] lr: 1.5000e-02 eta: 2:33:09 time: 0.5445 data_time: 0.0157 memory: 8602 grad_norm: 0.0865 recall@thr=0.5: 0.6859 prec@thr=0.5: 0.7660 recall@top3: 0.7628 prec@top3: 0.6410 recall@top5: 0.9615 prec@top5: 0.4769 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 10:10:20 - mmengine - INFO - Epoch(train) [11][1540/1921] lr: 1.5000e-02 eta: 2:32:59 time: 0.5048 data_time: 0.0213 memory: 8542 grad_norm: 0.0875 recall@thr=0.5: 0.7126 prec@thr=0.5: 0.7857 recall@top3: 0.7891 prec@top3: 0.7007 recall@top5: 0.9388 prec@top5: 0.5061 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 10:10:30 - mmengine - INFO - Epoch(train) [11][1560/1921] lr: 1.5000e-02 eta: 2:32:48 time: 0.5163 data_time: 0.0192 memory: 8517 grad_norm: 0.0840 recall@thr=0.5: 0.8310 prec@thr=0.5: 0.8933 recall@top3: 0.8381 prec@top3: 0.8381 recall@top5: 0.9786 prec@top5: 0.6057 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 10:10:40 - mmengine - INFO - Epoch(train) [11][1580/1921] lr: 1.5000e-02 eta: 2:32:38 time: 0.5157 data_time: 0.0205 memory: 8679 grad_norm: 0.0852 recall@thr=0.5: 0.7578 prec@thr=0.5: 0.8368 recall@top3: 0.8295 prec@top3: 0.7674 recall@top5: 0.9612 prec@top5: 0.5442 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 10:10:51 - mmengine - INFO - Epoch(train) [11][1600/1921] lr: 1.5000e-02 eta: 2:32:27 time: 0.5165 data_time: 0.0182 memory: 8577 grad_norm: 0.0855 recall@thr=0.5: 0.7125 prec@thr=0.5: 0.7875 recall@top3: 0.9042 prec@top3: 0.5667 recall@top5: 0.9854 prec@top5: 0.3850 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 10:11:01 - mmengine - INFO - Epoch(train) [11][1620/1921] lr: 1.5000e-02 eta: 2:32:17 time: 0.5243 data_time: 0.0217 memory: 8602 grad_norm: 0.0858 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8125 recall@top3: 0.8594 prec@top3: 0.7708 recall@top5: 0.9583 prec@top5: 0.5125 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 10:11:12 - mmengine - INFO - Epoch(train) [11][1640/1921] lr: 1.5000e-02 eta: 2:32:07 time: 0.5477 data_time: 0.0181 memory: 8612 grad_norm: 0.0862 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.8085 recall@top3: 0.7380 prec@top3: 0.7094 recall@top5: 0.9056 prec@top5: 0.5333 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:11:23 - mmengine - INFO - Epoch(train) [11][1660/1921] lr: 1.5000e-02 eta: 2:31:57 time: 0.5341 data_time: 0.0259 memory: 8482 grad_norm: 0.0910 recall@thr=0.5: 0.8374 prec@thr=0.5: 0.9004 recall@top3: 0.8659 prec@top3: 0.7724 recall@top5: 0.9492 prec@top5: 0.5171 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 10:11:33 - mmengine - INFO - Epoch(train) [11][1680/1921] lr: 1.5000e-02 eta: 2:31:47 time: 0.5299 data_time: 0.0166 memory: 8585 grad_norm: 0.0891 recall@thr=0.5: 0.5851 prec@thr=0.5: 0.7649 recall@top3: 0.7552 prec@top3: 0.5972 recall@top5: 0.9392 prec@top5: 0.4542 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 10:11:43 - mmengine - INFO - Epoch(train) [11][1700/1921] lr: 1.5000e-02 eta: 2:31:36 time: 0.4922 data_time: 0.0208 memory: 8482 grad_norm: 0.0864 recall@thr=0.5: 0.7905 prec@thr=0.5: 0.7881 recall@top3: 0.8571 prec@top3: 0.6667 recall@top5: 0.9571 prec@top5: 0.4400 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 10:11:54 - mmengine - INFO - Epoch(train) [11][1720/1921] lr: 1.5000e-02 eta: 2:31:25 time: 0.5238 data_time: 0.0136 memory: 8585 grad_norm: 0.0885 recall@thr=0.5: 0.7700 prec@thr=0.5: 0.8278 recall@top3: 0.8400 prec@top3: 0.6889 recall@top5: 0.9367 prec@top5: 0.4800 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 10:12:04 - mmengine - INFO - Epoch(train) [11][1740/1921] lr: 1.5000e-02 eta: 2:31:15 time: 0.5163 data_time: 0.0193 memory: 8629 grad_norm: 0.0883 recall@thr=0.5: 0.7865 prec@thr=0.5: 0.8490 recall@top3: 0.8229 prec@top3: 0.6354 recall@top5: 0.9297 prec@top5: 0.4500 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 10:12:15 - mmengine - INFO - Epoch(train) [11][1760/1921] lr: 1.5000e-02 eta: 2:31:05 time: 0.5367 data_time: 0.0170 memory: 8637 grad_norm: 0.0841 recall@thr=0.5: 0.6086 prec@thr=0.5: 0.7424 recall@top3: 0.7778 prec@top3: 0.6465 recall@top5: 0.8914 prec@top5: 0.4545 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 10:12:25 - mmengine - INFO - Epoch(train) [11][1780/1921] lr: 1.5000e-02 eta: 2:30:54 time: 0.5093 data_time: 0.0245 memory: 8629 grad_norm: 0.0883 recall@thr=0.5: 0.7816 prec@thr=0.5: 0.9598 recall@top3: 0.7960 prec@top3: 0.7241 recall@top5: 0.9655 prec@top5: 0.5310 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 10:12:31 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 10:12:36 - mmengine - INFO - Epoch(train) [11][1800/1921] lr: 1.5000e-02 eta: 2:30:44 time: 0.5402 data_time: 0.0173 memory: 8552 grad_norm: 0.0868 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.8333 recall@top3: 0.8799 prec@top3: 0.7157 recall@top5: 0.9657 prec@top5: 0.4824 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 10:12:46 - mmengine - INFO - Epoch(train) [11][1820/1921] lr: 1.5000e-02 eta: 2:30:34 time: 0.5120 data_time: 0.0247 memory: 8559 grad_norm: 0.0883 recall@thr=0.5: 0.7966 prec@thr=0.5: 0.8529 recall@top3: 0.8480 prec@top3: 0.7059 recall@top5: 0.9338 prec@top5: 0.4647 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 10:12:56 - mmengine - INFO - Epoch(train) [11][1840/1921] lr: 1.5000e-02 eta: 2:30:23 time: 0.4970 data_time: 0.0190 memory: 8568 grad_norm: 0.0952 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.8314 recall@top3: 0.8239 prec@top3: 0.6970 recall@top5: 0.9545 prec@top5: 0.5091 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:13:07 - mmengine - INFO - Epoch(train) [11][1860/1921] lr: 1.5000e-02 eta: 2:30:13 time: 0.5282 data_time: 0.0172 memory: 8637 grad_norm: 0.0876 recall@thr=0.5: 0.7068 prec@thr=0.5: 0.7562 recall@top3: 0.8302 prec@top3: 0.5802 recall@top5: 0.9321 prec@top5: 0.4000 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 10:13:16 - mmengine - INFO - Epoch(train) [11][1880/1921] lr: 1.5000e-02 eta: 2:30:02 time: 0.4922 data_time: 0.0169 memory: 8585 grad_norm: 0.0862 recall@thr=0.5: 0.7979 prec@thr=0.5: 0.8604 recall@top3: 0.8425 prec@top3: 0.7167 recall@top5: 0.9604 prec@top5: 0.5100 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 10:13:27 - mmengine - INFO - Epoch(train) [11][1900/1921] lr: 1.5000e-02 eta: 2:29:52 time: 0.5294 data_time: 0.0223 memory: 8629 grad_norm: 0.0877 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7505 recall@top3: 0.7854 prec@top3: 0.6970 recall@top5: 0.9394 prec@top5: 0.5152 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 10:13:37 - mmengine - INFO - Epoch(train) [11][1920/1921] lr: 1.5000e-02 eta: 2:29:41 time: 0.4924 data_time: 0.0184 memory: 8594 grad_norm: 0.0880 recall@thr=0.5: 0.7230 prec@thr=0.5: 0.8153 recall@top3: 0.7950 prec@top3: 0.6937 recall@top5: 0.9730 prec@top5: 0.5297 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 10:13:38 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 10:13:38 - mmengine - INFO - Epoch(train) [11][1921/1921] lr: 1.5000e-02 eta: 2:29:41 time: 0.5118 data_time: 0.0144 memory: 6362 grad_norm: 0.0894 recall@thr=0.5: 0.6518 prec@thr=0.5: 0.7024 recall@top3: 0.7560 prec@top3: 0.5714 recall@top5: 0.9286 prec@top5: 0.4357 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:13:39 - mmengine - INFO - Epoch(val) [11][20/6282] eta: 0:04:39 time: 0.0446 data_time: 0.0055 memory: 2274 2022/08/31 10:13:40 - mmengine - INFO - Epoch(val) [11][40/6282] eta: 0:04:25 time: 0.0425 data_time: 0.0024 memory: 2274 2022/08/31 10:13:41 - mmengine - INFO - Epoch(val) [11][60/6282] eta: 0:04:09 time: 0.0401 data_time: 0.0023 memory: 2274 2022/08/31 10:13:41 - mmengine - INFO - Epoch(val) [11][80/6282] eta: 0:04:23 time: 0.0424 data_time: 0.0024 memory: 2274 2022/08/31 10:13:42 - mmengine - INFO - Epoch(val) [11][100/6282] eta: 0:04:14 time: 0.0412 data_time: 0.0024 memory: 2274 2022/08/31 10:13:43 - mmengine - INFO - Epoch(val) [11][120/6282] eta: 0:04:29 time: 0.0437 data_time: 0.0038 memory: 2308 2022/08/31 10:13:44 - mmengine - INFO - Epoch(val) [11][140/6282] eta: 0:04:15 time: 0.0416 data_time: 0.0021 memory: 2308 2022/08/31 10:13:45 - mmengine - INFO - Epoch(val) [11][160/6282] eta: 0:04:28 time: 0.0438 data_time: 0.0029 memory: 2308 2022/08/31 10:13:46 - mmengine - INFO - Epoch(val) [11][180/6282] eta: 0:04:34 time: 0.0449 data_time: 0.0027 memory: 2308 2022/08/31 10:13:47 - mmengine - INFO - Epoch(val) [11][200/6282] eta: 0:03:50 time: 0.0380 data_time: 0.0022 memory: 2308 2022/08/31 10:13:47 - mmengine - INFO - Epoch(val) [11][220/6282] eta: 0:04:58 time: 0.0493 data_time: 0.0056 memory: 2279 2022/08/31 10:13:48 - mmengine - INFO - Epoch(val) [11][240/6282] eta: 0:04:22 time: 0.0434 data_time: 0.0019 memory: 2279 2022/08/31 10:13:49 - mmengine - INFO - Epoch(val) [11][260/6282] eta: 0:03:59 time: 0.0398 data_time: 0.0024 memory: 2279 2022/08/31 10:13:50 - mmengine - INFO - Epoch(val) [11][280/6282] eta: 0:04:47 time: 0.0478 data_time: 0.0019 memory: 2279 2022/08/31 10:13:51 - mmengine - INFO - Epoch(val) [11][300/6282] eta: 0:04:46 time: 0.0479 data_time: 0.0033 memory: 2308 2022/08/31 10:13:52 - mmengine - INFO - Epoch(val) [11][320/6282] eta: 0:04:47 time: 0.0482 data_time: 0.0025 memory: 2308 2022/08/31 10:13:53 - mmengine - INFO - Epoch(val) [11][340/6282] eta: 0:04:54 time: 0.0496 data_time: 0.0024 memory: 2308 2022/08/31 10:13:54 - mmengine - INFO - Epoch(val) [11][360/6282] eta: 0:04:35 time: 0.0465 data_time: 0.0020 memory: 2308 2022/08/31 10:13:55 - mmengine - INFO - Epoch(val) [11][380/6282] eta: 0:04:45 time: 0.0484 data_time: 0.0022 memory: 2308 2022/08/31 10:13:56 - mmengine - INFO - Epoch(val) [11][400/6282] eta: 0:04:20 time: 0.0443 data_time: 0.0024 memory: 2308 2022/08/31 10:13:57 - mmengine - INFO - Epoch(val) [11][420/6282] eta: 0:04:06 time: 0.0421 data_time: 0.0024 memory: 2281 2022/08/31 10:13:58 - mmengine - INFO - Epoch(val) [11][440/6282] eta: 0:07:08 time: 0.0734 data_time: 0.0042 memory: 2281 2022/08/31 10:13:59 - mmengine - INFO - Epoch(val) [11][460/6282] eta: 0:03:56 time: 0.0406 data_time: 0.0020 memory: 2281 2022/08/31 10:14:00 - mmengine - INFO - Epoch(val) [11][480/6282] eta: 0:03:56 time: 0.0407 data_time: 0.0026 memory: 2281 2022/08/31 10:14:01 - mmengine - INFO - Epoch(val) [11][500/6282] eta: 0:03:58 time: 0.0412 data_time: 0.0024 memory: 2281 2022/08/31 10:14:02 - mmengine - INFO - Epoch(val) [11][520/6282] eta: 0:04:11 time: 0.0436 data_time: 0.0021 memory: 2279 2022/08/31 10:14:02 - mmengine - INFO - Epoch(val) [11][540/6282] eta: 0:04:28 time: 0.0467 data_time: 0.0022 memory: 2279 2022/08/31 10:14:03 - mmengine - INFO - Epoch(val) [11][560/6282] eta: 0:04:16 time: 0.0448 data_time: 0.0019 memory: 2279 2022/08/31 10:14:04 - mmengine - INFO - Epoch(val) [11][580/6282] eta: 0:04:15 time: 0.0448 data_time: 0.0022 memory: 2279 2022/08/31 10:14:05 - mmengine - INFO - Epoch(val) [11][600/6282] eta: 0:04:16 time: 0.0451 data_time: 0.0025 memory: 2279 2022/08/31 10:14:06 - mmengine - INFO - Epoch(val) [11][620/6282] eta: 0:04:42 time: 0.0498 data_time: 0.0040 memory: 2279 2022/08/31 10:14:07 - mmengine - INFO - Epoch(val) [11][640/6282] eta: 0:04:36 time: 0.0490 data_time: 0.0036 memory: 2277 2022/08/31 10:14:08 - mmengine - INFO - Epoch(val) [11][660/6282] eta: 0:03:55 time: 0.0419 data_time: 0.0019 memory: 2277 2022/08/31 10:14:09 - mmengine - INFO - Epoch(val) [11][680/6282] eta: 0:03:50 time: 0.0411 data_time: 0.0021 memory: 2277 2022/08/31 10:14:10 - mmengine - INFO - Epoch(val) [11][700/6282] eta: 0:04:47 time: 0.0515 data_time: 0.0029 memory: 2277 2022/08/31 10:14:11 - mmengine - INFO - Epoch(val) [11][720/6282] eta: 0:05:13 time: 0.0564 data_time: 0.0020 memory: 2319 2022/08/31 10:14:12 - mmengine - INFO - Epoch(val) [11][740/6282] eta: 0:05:18 time: 0.0574 data_time: 0.0037 memory: 2308 2022/08/31 10:14:13 - mmengine - INFO - Epoch(val) [11][760/6282] eta: 0:04:51 time: 0.0528 data_time: 0.0027 memory: 2308 2022/08/31 10:14:14 - mmengine - INFO - Epoch(val) [11][780/6282] eta: 0:04:46 time: 0.0522 data_time: 0.0033 memory: 2308 2022/08/31 10:14:15 - mmengine - INFO - Epoch(val) [11][800/6282] eta: 0:04:01 time: 0.0440 data_time: 0.0026 memory: 2308 2022/08/31 10:14:16 - mmengine - INFO - Epoch(val) [11][820/6282] eta: 0:03:33 time: 0.0390 data_time: 0.0025 memory: 2308 2022/08/31 10:14:17 - mmengine - INFO - Epoch(val) [11][840/6282] eta: 0:06:25 time: 0.0708 data_time: 0.0017 memory: 2279 2022/08/31 10:14:18 - mmengine - INFO - Epoch(val) [11][860/6282] eta: 0:04:00 time: 0.0443 data_time: 0.0034 memory: 2279 2022/08/31 10:14:19 - mmengine - INFO - Epoch(val) [11][880/6282] eta: 0:03:57 time: 0.0439 data_time: 0.0019 memory: 2279 2022/08/31 10:14:20 - mmengine - INFO - Epoch(val) [11][900/6282] eta: 0:03:56 time: 0.0440 data_time: 0.0023 memory: 2279 2022/08/31 10:14:21 - mmengine - INFO - Epoch(val) [11][920/6282] eta: 0:04:11 time: 0.0469 data_time: 0.0020 memory: 2279 2022/08/31 10:14:22 - mmengine - INFO - Epoch(val) [11][940/6282] eta: 0:03:50 time: 0.0431 data_time: 0.0020 memory: 2274 2022/08/31 10:14:23 - mmengine - INFO - Epoch(val) [11][960/6282] eta: 0:03:43 time: 0.0420 data_time: 0.0029 memory: 2274 2022/08/31 10:14:24 - mmengine - INFO - Epoch(val) [11][980/6282] eta: 0:03:40 time: 0.0415 data_time: 0.0020 memory: 2274 2022/08/31 10:14:24 - mmengine - INFO - Epoch(val) [11][1000/6282] eta: 0:03:32 time: 0.0403 data_time: 0.0025 memory: 2274 2022/08/31 10:14:25 - mmengine - INFO - Epoch(val) [11][1020/6282] eta: 0:03:36 time: 0.0412 data_time: 0.0026 memory: 2279 2022/08/31 10:14:26 - mmengine - INFO - Epoch(val) [11][1040/6282] eta: 0:03:54 time: 0.0448 data_time: 0.0025 memory: 2279 2022/08/31 10:14:27 - mmengine - INFO - Epoch(val) [11][1060/6282] eta: 0:03:48 time: 0.0438 data_time: 0.0039 memory: 2279 2022/08/31 10:14:28 - mmengine - INFO - Epoch(val) [11][1080/6282] eta: 0:03:49 time: 0.0440 data_time: 0.0025 memory: 2279 2022/08/31 10:14:29 - mmengine - INFO - Epoch(val) [11][1100/6282] eta: 0:03:31 time: 0.0409 data_time: 0.0021 memory: 2279 2022/08/31 10:14:30 - mmengine - INFO - Epoch(val) [11][1120/6282] eta: 0:03:30 time: 0.0407 data_time: 0.0027 memory: 2279 2022/08/31 10:14:30 - mmengine - INFO - Epoch(val) [11][1140/6282] eta: 0:03:40 time: 0.0428 data_time: 0.0025 memory: 2279 2022/08/31 10:14:31 - mmengine - INFO - Epoch(val) [11][1160/6282] eta: 0:03:30 time: 0.0411 data_time: 0.0026 memory: 2279 2022/08/31 10:14:32 - mmengine - INFO - Epoch(val) [11][1180/6282] eta: 0:03:54 time: 0.0459 data_time: 0.0025 memory: 2279 2022/08/31 10:14:33 - mmengine - INFO - Epoch(val) [11][1200/6282] eta: 0:03:58 time: 0.0469 data_time: 0.0031 memory: 2279 2022/08/31 10:14:34 - mmengine - INFO - Epoch(val) [11][1220/6282] eta: 0:04:10 time: 0.0494 data_time: 0.0020 memory: 2279 2022/08/31 10:14:35 - mmengine - INFO - Epoch(val) [11][1240/6282] eta: 0:03:54 time: 0.0464 data_time: 0.0028 memory: 2308 2022/08/31 10:14:36 - mmengine - INFO - Epoch(val) [11][1260/6282] eta: 0:04:22 time: 0.0522 data_time: 0.0029 memory: 2308 2022/08/31 10:14:38 - mmengine - INFO - Epoch(val) [11][1280/6282] eta: 0:05:57 time: 0.0715 data_time: 0.0034 memory: 2308 2022/08/31 10:14:38 - mmengine - INFO - Epoch(val) [11][1300/6282] eta: 0:04:01 time: 0.0484 data_time: 0.0020 memory: 2308 2022/08/31 10:14:40 - mmengine - INFO - Epoch(val) [11][1320/6282] eta: 0:04:15 time: 0.0515 data_time: 0.0033 memory: 2308 2022/08/31 10:14:40 - mmengine - INFO - Epoch(val) [11][1340/6282] eta: 0:03:52 time: 0.0470 data_time: 0.0039 memory: 2308 2022/08/31 10:14:41 - mmengine - INFO - Epoch(val) [11][1360/6282] eta: 0:04:08 time: 0.0506 data_time: 0.0035 memory: 2308 2022/08/31 10:14:42 - mmengine - INFO - Epoch(val) [11][1380/6282] eta: 0:03:53 time: 0.0475 data_time: 0.0032 memory: 2308 2022/08/31 10:14:43 - mmengine - INFO - Epoch(val) [11][1400/6282] eta: 0:03:36 time: 0.0444 data_time: 0.0022 memory: 2308 2022/08/31 10:14:44 - mmengine - INFO - Epoch(val) [11][1420/6282] eta: 0:03:47 time: 0.0467 data_time: 0.0028 memory: 2308 2022/08/31 10:14:45 - mmengine - INFO - Epoch(val) [11][1440/6282] eta: 0:03:30 time: 0.0436 data_time: 0.0027 memory: 2308 2022/08/31 10:14:46 - mmengine - INFO - Epoch(val) [11][1460/6282] eta: 0:03:51 time: 0.0480 data_time: 0.0027 memory: 2308 2022/08/31 10:14:47 - mmengine - INFO - Epoch(val) [11][1480/6282] eta: 0:03:59 time: 0.0498 data_time: 0.0032 memory: 2308 2022/08/31 10:14:48 - mmengine - INFO - Epoch(val) [11][1500/6282] eta: 0:03:54 time: 0.0490 data_time: 0.0031 memory: 2308 2022/08/31 10:14:49 - mmengine - INFO - Epoch(val) [11][1520/6282] eta: 0:03:42 time: 0.0467 data_time: 0.0023 memory: 2352 2022/08/31 10:14:50 - mmengine - INFO - Epoch(val) [11][1540/6282] eta: 0:03:56 time: 0.0499 data_time: 0.0021 memory: 2352 2022/08/31 10:14:51 - mmengine - INFO - Epoch(val) [11][1560/6282] eta: 0:03:29 time: 0.0445 data_time: 0.0021 memory: 2352 2022/08/31 10:14:52 - mmengine - INFO - Epoch(val) [11][1580/6282] eta: 0:03:25 time: 0.0437 data_time: 0.0027 memory: 2352 2022/08/31 10:14:53 - mmengine - INFO - Epoch(val) [11][1600/6282] eta: 0:03:37 time: 0.0465 data_time: 0.0027 memory: 2352 2022/08/31 10:14:54 - mmengine - INFO - Epoch(val) [11][1620/6282] eta: 0:03:21 time: 0.0432 data_time: 0.0023 memory: 2352 2022/08/31 10:14:55 - mmengine - INFO - Epoch(val) [11][1640/6282] eta: 0:03:45 time: 0.0487 data_time: 0.0018 memory: 2308 2022/08/31 10:14:55 - mmengine - INFO - Epoch(val) [11][1660/6282] eta: 0:03:16 time: 0.0425 data_time: 0.0021 memory: 2308 2022/08/31 10:14:56 - mmengine - INFO - Epoch(val) [11][1680/6282] eta: 0:03:15 time: 0.0426 data_time: 0.0022 memory: 2308 2022/08/31 10:14:58 - mmengine - INFO - Epoch(val) [11][1700/6282] eta: 0:05:45 time: 0.0754 data_time: 0.0029 memory: 2308 2022/08/31 10:14:59 - mmengine - INFO - Epoch(val) [11][1720/6282] eta: 0:03:53 time: 0.0512 data_time: 0.0024 memory: 2311 2022/08/31 10:15:00 - mmengine - INFO - Epoch(val) [11][1740/6282] eta: 0:03:01 time: 0.0400 data_time: 0.0025 memory: 2308 2022/08/31 10:15:01 - mmengine - INFO - Epoch(val) [11][1760/6282] eta: 0:03:19 time: 0.0441 data_time: 0.0018 memory: 2308 2022/08/31 10:15:02 - mmengine - INFO - Epoch(val) [11][1780/6282] eta: 0:03:25 time: 0.0457 data_time: 0.0022 memory: 2308 2022/08/31 10:15:02 - mmengine - INFO - Epoch(val) [11][1800/6282] eta: 0:03:28 time: 0.0466 data_time: 0.0024 memory: 2308 2022/08/31 10:15:03 - mmengine - INFO - Epoch(val) [11][1820/6282] eta: 0:03:44 time: 0.0503 data_time: 0.0022 memory: 2308 2022/08/31 10:15:04 - mmengine - INFO - Epoch(val) [11][1840/6282] eta: 0:03:23 time: 0.0457 data_time: 0.0025 memory: 2308 2022/08/31 10:15:05 - mmengine - INFO - Epoch(val) [11][1860/6282] eta: 0:03:27 time: 0.0470 data_time: 0.0029 memory: 2308 2022/08/31 10:15:06 - mmengine - INFO - Epoch(val) [11][1880/6282] eta: 0:03:32 time: 0.0484 data_time: 0.0021 memory: 2308 2022/08/31 10:15:07 - mmengine - INFO - Epoch(val) [11][1900/6282] eta: 0:03:40 time: 0.0503 data_time: 0.0032 memory: 2308 2022/08/31 10:15:08 - mmengine - INFO - Epoch(val) [11][1920/6282] eta: 0:03:38 time: 0.0500 data_time: 0.0023 memory: 2308 2022/08/31 10:15:09 - mmengine - INFO - Epoch(val) [11][1940/6282] eta: 0:03:12 time: 0.0444 data_time: 0.0025 memory: 2308 2022/08/31 10:15:10 - mmengine - INFO - Epoch(val) [11][1960/6282] eta: 0:03:00 time: 0.0417 data_time: 0.0026 memory: 2281 2022/08/31 10:15:11 - mmengine - INFO - Epoch(val) [11][1980/6282] eta: 0:02:57 time: 0.0412 data_time: 0.0024 memory: 2281 2022/08/31 10:15:12 - mmengine - INFO - Epoch(val) [11][2000/6282] eta: 0:03:10 time: 0.0444 data_time: 0.0021 memory: 2281 2022/08/31 10:15:13 - mmengine - INFO - Epoch(val) [11][2020/6282] eta: 0:02:58 time: 0.0419 data_time: 0.0019 memory: 2281 2022/08/31 10:15:13 - mmengine - INFO - Epoch(val) [11][2040/6282] eta: 0:02:59 time: 0.0422 data_time: 0.0029 memory: 2281 2022/08/31 10:15:14 - mmengine - INFO - Epoch(val) [11][2060/6282] eta: 0:03:04 time: 0.0437 data_time: 0.0027 memory: 2281 2022/08/31 10:15:15 - mmengine - INFO - Epoch(val) [11][2080/6282] eta: 0:03:00 time: 0.0429 data_time: 0.0031 memory: 2281 2022/08/31 10:15:16 - mmengine - INFO - Epoch(val) [11][2100/6282] eta: 0:03:09 time: 0.0452 data_time: 0.0029 memory: 2281 2022/08/31 10:15:18 - mmengine - INFO - Epoch(val) [11][2120/6282] eta: 0:04:40 time: 0.0675 data_time: 0.0022 memory: 2281 2022/08/31 10:15:18 - mmengine - INFO - Epoch(val) [11][2140/6282] eta: 0:03:02 time: 0.0440 data_time: 0.0034 memory: 2281 2022/08/31 10:15:19 - mmengine - INFO - Epoch(val) [11][2160/6282] eta: 0:02:58 time: 0.0432 data_time: 0.0021 memory: 2279 2022/08/31 10:15:20 - mmengine - INFO - Epoch(val) [11][2180/6282] eta: 0:02:55 time: 0.0429 data_time: 0.0022 memory: 2279 2022/08/31 10:15:21 - mmengine - INFO - Epoch(val) [11][2200/6282] eta: 0:02:51 time: 0.0420 data_time: 0.0023 memory: 2279 2022/08/31 10:15:22 - mmengine - INFO - Epoch(val) [11][2220/6282] eta: 0:02:41 time: 0.0398 data_time: 0.0022 memory: 2279 2022/08/31 10:15:23 - mmengine - INFO - Epoch(val) [11][2240/6282] eta: 0:03:11 time: 0.0473 data_time: 0.0023 memory: 2279 2022/08/31 10:15:24 - mmengine - INFO - Epoch(val) [11][2260/6282] eta: 0:02:56 time: 0.0439 data_time: 0.0024 memory: 2281 2022/08/31 10:15:24 - mmengine - INFO - Epoch(val) [11][2280/6282] eta: 0:02:44 time: 0.0412 data_time: 0.0026 memory: 2281 2022/08/31 10:15:25 - mmengine - INFO - Epoch(val) [11][2300/6282] eta: 0:02:49 time: 0.0426 data_time: 0.0030 memory: 2281 2022/08/31 10:15:26 - mmengine - INFO - Epoch(val) [11][2320/6282] eta: 0:02:44 time: 0.0416 data_time: 0.0018 memory: 2281 2022/08/31 10:15:27 - mmengine - INFO - Epoch(val) [11][2340/6282] eta: 0:03:09 time: 0.0482 data_time: 0.0026 memory: 2281 2022/08/31 10:15:28 - mmengine - INFO - Epoch(val) [11][2360/6282] eta: 0:02:54 time: 0.0445 data_time: 0.0031 memory: 2279 2022/08/31 10:15:29 - mmengine - INFO - Epoch(val) [11][2380/6282] eta: 0:02:55 time: 0.0450 data_time: 0.0026 memory: 2279 2022/08/31 10:15:30 - mmengine - INFO - Epoch(val) [11][2400/6282] eta: 0:02:52 time: 0.0444 data_time: 0.0023 memory: 2279 2022/08/31 10:15:31 - mmengine - INFO - Epoch(val) [11][2420/6282] eta: 0:02:38 time: 0.0409 data_time: 0.0019 memory: 2279 2022/08/31 10:15:32 - mmengine - INFO - Epoch(val) [11][2440/6282] eta: 0:02:48 time: 0.0439 data_time: 0.0018 memory: 2279 2022/08/31 10:15:32 - mmengine - INFO - Epoch(val) [11][2460/6282] eta: 0:02:51 time: 0.0449 data_time: 0.0021 memory: 2308 2022/08/31 10:15:33 - mmengine - INFO - Epoch(val) [11][2480/6282] eta: 0:02:58 time: 0.0469 data_time: 0.0038 memory: 2308 2022/08/31 10:15:34 - mmengine - INFO - Epoch(val) [11][2500/6282] eta: 0:03:09 time: 0.0501 data_time: 0.0030 memory: 2308 2022/08/31 10:15:35 - mmengine - INFO - Epoch(val) [11][2520/6282] eta: 0:03:02 time: 0.0486 data_time: 0.0019 memory: 2308 2022/08/31 10:15:36 - mmengine - INFO - Epoch(val) [11][2540/6282] eta: 0:03:09 time: 0.0506 data_time: 0.0023 memory: 2311 2022/08/31 10:15:38 - mmengine - INFO - Epoch(val) [11][2560/6282] eta: 0:04:28 time: 0.0720 data_time: 0.0033 memory: 2308 2022/08/31 10:15:39 - mmengine - INFO - Epoch(val) [11][2580/6282] eta: 0:03:13 time: 0.0522 data_time: 0.0037 memory: 2308 2022/08/31 10:15:40 - mmengine - INFO - Epoch(val) [11][2600/6282] eta: 0:03:03 time: 0.0497 data_time: 0.0029 memory: 2308 2022/08/31 10:15:41 - mmengine - INFO - Epoch(val) [11][2620/6282] eta: 0:03:09 time: 0.0519 data_time: 0.0033 memory: 2308 2022/08/31 10:15:42 - mmengine - INFO - Epoch(val) [11][2640/6282] eta: 0:02:56 time: 0.0485 data_time: 0.0026 memory: 2308 2022/08/31 10:15:43 - mmengine - INFO - Epoch(val) [11][2660/6282] eta: 0:02:43 time: 0.0451 data_time: 0.0024 memory: 2348 2022/08/31 10:15:44 - mmengine - INFO - Epoch(val) [11][2680/6282] eta: 0:03:05 time: 0.0516 data_time: 0.0026 memory: 2348 2022/08/31 10:15:45 - mmengine - INFO - Epoch(val) [11][2700/6282] eta: 0:02:50 time: 0.0476 data_time: 0.0027 memory: 2348 2022/08/31 10:15:46 - mmengine - INFO - Epoch(val) [11][2720/6282] eta: 0:02:37 time: 0.0441 data_time: 0.0024 memory: 2348 2022/08/31 10:15:47 - mmengine - INFO - Epoch(val) [11][2740/6282] eta: 0:02:48 time: 0.0475 data_time: 0.0022 memory: 2348 2022/08/31 10:15:48 - mmengine - INFO - Epoch(val) [11][2760/6282] eta: 0:02:41 time: 0.0460 data_time: 0.0020 memory: 2281 2022/08/31 10:15:48 - mmengine - INFO - Epoch(val) [11][2780/6282] eta: 0:02:32 time: 0.0435 data_time: 0.0018 memory: 2281 2022/08/31 10:15:49 - mmengine - INFO - Epoch(val) [11][2800/6282] eta: 0:02:33 time: 0.0441 data_time: 0.0017 memory: 2281 2022/08/31 10:15:50 - mmengine - INFO - Epoch(val) [11][2820/6282] eta: 0:02:42 time: 0.0471 data_time: 0.0023 memory: 2281 2022/08/31 10:15:51 - mmengine - INFO - Epoch(val) [11][2840/6282] eta: 0:02:51 time: 0.0499 data_time: 0.0023 memory: 2281 2022/08/31 10:15:52 - mmengine - INFO - Epoch(val) [11][2860/6282] eta: 0:02:30 time: 0.0439 data_time: 0.0032 memory: 2308 2022/08/31 10:15:53 - mmengine - INFO - Epoch(val) [11][2880/6282] eta: 0:02:32 time: 0.0449 data_time: 0.0017 memory: 2308 2022/08/31 10:15:54 - mmengine - INFO - Epoch(val) [11][2900/6282] eta: 0:02:34 time: 0.0456 data_time: 0.0021 memory: 2308 2022/08/31 10:15:55 - mmengine - INFO - Epoch(val) [11][2920/6282] eta: 0:02:32 time: 0.0455 data_time: 0.0029 memory: 2308 2022/08/31 10:15:56 - mmengine - INFO - Epoch(val) [11][2940/6282] eta: 0:02:13 time: 0.0400 data_time: 0.0023 memory: 2293 2022/08/31 10:15:57 - mmengine - INFO - Epoch(val) [11][2960/6282] eta: 0:02:22 time: 0.0430 data_time: 0.0019 memory: 2293 2022/08/31 10:15:58 - mmengine - INFO - Epoch(val) [11][2980/6282] eta: 0:03:42 time: 0.0673 data_time: 0.0041 memory: 2293 2022/08/31 10:15:59 - mmengine - INFO - Epoch(val) [11][3000/6282] eta: 0:02:22 time: 0.0435 data_time: 0.0031 memory: 2293 2022/08/31 10:16:00 - mmengine - INFO - Epoch(val) [11][3020/6282] eta: 0:02:14 time: 0.0413 data_time: 0.0021 memory: 2308 2022/08/31 10:16:01 - mmengine - INFO - Epoch(val) [11][3040/6282] eta: 0:02:17 time: 0.0423 data_time: 0.0020 memory: 2308 2022/08/31 10:16:01 - mmengine - INFO - Epoch(val) [11][3060/6282] eta: 0:02:19 time: 0.0432 data_time: 0.0022 memory: 2308 2022/08/31 10:16:02 - mmengine - INFO - Epoch(val) [11][3080/6282] eta: 0:02:18 time: 0.0432 data_time: 0.0020 memory: 2308 2022/08/31 10:16:03 - mmengine - INFO - Epoch(val) [11][3100/6282] eta: 0:02:26 time: 0.0461 data_time: 0.0021 memory: 2308 2022/08/31 10:16:04 - mmengine - INFO - Epoch(val) [11][3120/6282] eta: 0:02:06 time: 0.0400 data_time: 0.0023 memory: 2281 2022/08/31 10:16:05 - mmengine - INFO - Epoch(val) [11][3140/6282] eta: 0:02:17 time: 0.0436 data_time: 0.0032 memory: 2281 2022/08/31 10:16:06 - mmengine - INFO - Epoch(val) [11][3160/6282] eta: 0:02:19 time: 0.0446 data_time: 0.0029 memory: 2281 2022/08/31 10:16:07 - mmengine - INFO - Epoch(val) [11][3180/6282] eta: 0:02:16 time: 0.0439 data_time: 0.0023 memory: 2281 2022/08/31 10:16:08 - mmengine - INFO - Epoch(val) [11][3200/6282] eta: 0:02:18 time: 0.0449 data_time: 0.0026 memory: 2308 2022/08/31 10:16:08 - mmengine - INFO - Epoch(val) [11][3220/6282] eta: 0:02:08 time: 0.0419 data_time: 0.0020 memory: 2308 2022/08/31 10:16:09 - mmengine - INFO - Epoch(val) [11][3240/6282] eta: 0:02:17 time: 0.0453 data_time: 0.0019 memory: 2308 2022/08/31 10:16:10 - mmengine - INFO - Epoch(val) [11][3260/6282] eta: 0:02:08 time: 0.0424 data_time: 0.0034 memory: 2308 2022/08/31 10:16:11 - mmengine - INFO - Epoch(val) [11][3280/6282] eta: 0:02:11 time: 0.0439 data_time: 0.0019 memory: 2308 2022/08/31 10:16:12 - mmengine - INFO - Epoch(val) [11][3300/6282] eta: 0:02:34 time: 0.0518 data_time: 0.0019 memory: 2308 2022/08/31 10:16:13 - mmengine - INFO - Epoch(val) [11][3320/6282] eta: 0:02:00 time: 0.0407 data_time: 0.0021 memory: 2308 2022/08/31 10:16:14 - mmengine - INFO - Epoch(val) [11][3340/6282] eta: 0:02:17 time: 0.0469 data_time: 0.0020 memory: 2308 2022/08/31 10:16:15 - mmengine - INFO - Epoch(val) [11][3360/6282] eta: 0:02:06 time: 0.0434 data_time: 0.0024 memory: 2308 2022/08/31 10:16:16 - mmengine - INFO - Epoch(val) [11][3380/6282] eta: 0:02:11 time: 0.0452 data_time: 0.0029 memory: 2308 2022/08/31 10:16:17 - mmengine - INFO - Epoch(val) [11][3400/6282] eta: 0:02:25 time: 0.0506 data_time: 0.0024 memory: 2279 2022/08/31 10:16:18 - mmengine - INFO - Epoch(val) [11][3420/6282] eta: 0:03:14 time: 0.0680 data_time: 0.0028 memory: 2279 2022/08/31 10:16:19 - mmengine - INFO - Epoch(val) [11][3440/6282] eta: 0:01:51 time: 0.0392 data_time: 0.0018 memory: 2279 2022/08/31 10:16:20 - mmengine - INFO - Epoch(val) [11][3460/6282] eta: 0:02:10 time: 0.0462 data_time: 0.0023 memory: 2282 2022/08/31 10:16:21 - mmengine - INFO - Epoch(val) [11][3480/6282] eta: 0:02:31 time: 0.0542 data_time: 0.0023 memory: 2279 2022/08/31 10:16:22 - mmengine - INFO - Epoch(val) [11][3500/6282] eta: 0:02:01 time: 0.0437 data_time: 0.0024 memory: 2279 2022/08/31 10:16:23 - mmengine - INFO - Epoch(val) [11][3520/6282] eta: 0:02:02 time: 0.0443 data_time: 0.0026 memory: 2279 2022/08/31 10:16:24 - mmengine - INFO - Epoch(val) [11][3540/6282] eta: 0:02:03 time: 0.0449 data_time: 0.0018 memory: 2279 2022/08/31 10:16:24 - mmengine - INFO - Epoch(val) [11][3560/6282] eta: 0:02:05 time: 0.0462 data_time: 0.0026 memory: 2279 2022/08/31 10:16:25 - mmengine - INFO - Epoch(val) [11][3580/6282] eta: 0:01:47 time: 0.0399 data_time: 0.0029 memory: 2300 2022/08/31 10:16:26 - mmengine - INFO - Epoch(val) [11][3600/6282] eta: 0:01:52 time: 0.0419 data_time: 0.0030 memory: 2300 2022/08/31 10:16:27 - mmengine - INFO - Epoch(val) [11][3620/6282] eta: 0:02:25 time: 0.0546 data_time: 0.0020 memory: 2302 2022/08/31 10:16:28 - mmengine - INFO - Epoch(val) [11][3640/6282] eta: 0:01:58 time: 0.0447 data_time: 0.0030 memory: 2300 2022/08/31 10:16:29 - mmengine - INFO - Epoch(val) [11][3660/6282] eta: 0:01:59 time: 0.0457 data_time: 0.0029 memory: 2300 2022/08/31 10:16:30 - mmengine - INFO - Epoch(val) [11][3680/6282] eta: 0:01:56 time: 0.0447 data_time: 0.0027 memory: 2308 2022/08/31 10:16:31 - mmengine - INFO - Epoch(val) [11][3700/6282] eta: 0:01:51 time: 0.0432 data_time: 0.0029 memory: 2308 2022/08/31 10:16:32 - mmengine - INFO - Epoch(val) [11][3720/6282] eta: 0:01:56 time: 0.0454 data_time: 0.0023 memory: 2308 2022/08/31 10:16:33 - mmengine - INFO - Epoch(val) [11][3740/6282] eta: 0:02:04 time: 0.0489 data_time: 0.0047 memory: 2308 2022/08/31 10:16:34 - mmengine - INFO - Epoch(val) [11][3760/6282] eta: 0:01:51 time: 0.0441 data_time: 0.0028 memory: 2308 2022/08/31 10:16:35 - mmengine - INFO - Epoch(val) [11][3780/6282] eta: 0:01:48 time: 0.0434 data_time: 0.0021 memory: 2308 2022/08/31 10:16:35 - mmengine - INFO - Epoch(val) [11][3800/6282] eta: 0:01:47 time: 0.0432 data_time: 0.0031 memory: 2308 2022/08/31 10:16:36 - mmengine - INFO - Epoch(val) [11][3820/6282] eta: 0:01:50 time: 0.0448 data_time: 0.0028 memory: 2308 2022/08/31 10:16:38 - mmengine - INFO - Epoch(val) [11][3840/6282] eta: 0:02:44 time: 0.0675 data_time: 0.0030 memory: 2308 2022/08/31 10:16:39 - mmengine - INFO - Epoch(val) [11][3860/6282] eta: 0:01:51 time: 0.0460 data_time: 0.0028 memory: 2308 2022/08/31 10:16:39 - mmengine - INFO - Epoch(val) [11][3880/6282] eta: 0:01:38 time: 0.0410 data_time: 0.0030 memory: 2308 2022/08/31 10:16:40 - mmengine - INFO - Epoch(val) [11][3900/6282] eta: 0:01:39 time: 0.0419 data_time: 0.0021 memory: 2308 2022/08/31 10:16:41 - mmengine - INFO - Epoch(val) [11][3920/6282] eta: 0:01:40 time: 0.0425 data_time: 0.0031 memory: 2308 2022/08/31 10:16:42 - mmengine - INFO - Epoch(val) [11][3940/6282] eta: 0:01:45 time: 0.0449 data_time: 0.0035 memory: 2308 2022/08/31 10:16:43 - mmengine - INFO - Epoch(val) [11][3960/6282] eta: 0:01:42 time: 0.0440 data_time: 0.0018 memory: 2308 2022/08/31 10:16:44 - mmengine - INFO - Epoch(val) [11][3980/6282] eta: 0:01:54 time: 0.0499 data_time: 0.0024 memory: 2308 2022/08/31 10:16:45 - mmengine - INFO - Epoch(val) [11][4000/6282] eta: 0:01:36 time: 0.0423 data_time: 0.0028 memory: 2308 2022/08/31 10:16:46 - mmengine - INFO - Epoch(val) [11][4020/6282] eta: 0:01:36 time: 0.0428 data_time: 0.0025 memory: 2308 2022/08/31 10:16:47 - mmengine - INFO - Epoch(val) [11][4040/6282] eta: 0:01:37 time: 0.0436 data_time: 0.0027 memory: 2348 2022/08/31 10:16:48 - mmengine - INFO - Epoch(val) [11][4060/6282] eta: 0:01:56 time: 0.0525 data_time: 0.0041 memory: 2348 2022/08/31 10:16:49 - mmengine - INFO - Epoch(val) [11][4080/6282] eta: 0:01:43 time: 0.0472 data_time: 0.0029 memory: 2348 2022/08/31 10:16:49 - mmengine - INFO - Epoch(val) [11][4100/6282] eta: 0:01:35 time: 0.0439 data_time: 0.0027 memory: 2348 2022/08/31 10:16:50 - mmengine - INFO - Epoch(val) [11][4120/6282] eta: 0:01:33 time: 0.0431 data_time: 0.0021 memory: 2348 2022/08/31 10:16:51 - mmengine - INFO - Epoch(val) [11][4140/6282] eta: 0:01:30 time: 0.0423 data_time: 0.0023 memory: 2348 2022/08/31 10:16:52 - mmengine - INFO - Epoch(val) [11][4160/6282] eta: 0:01:37 time: 0.0458 data_time: 0.0020 memory: 2279 2022/08/31 10:16:53 - mmengine - INFO - Epoch(val) [11][4180/6282] eta: 0:01:27 time: 0.0417 data_time: 0.0023 memory: 2279 2022/08/31 10:16:54 - mmengine - INFO - Epoch(val) [11][4200/6282] eta: 0:01:34 time: 0.0455 data_time: 0.0022 memory: 2279 2022/08/31 10:16:55 - mmengine - INFO - Epoch(val) [11][4220/6282] eta: 0:01:25 time: 0.0413 data_time: 0.0021 memory: 2279 2022/08/31 10:16:55 - mmengine - INFO - Epoch(val) [11][4240/6282] eta: 0:01:21 time: 0.0398 data_time: 0.0025 memory: 2279 2022/08/31 10:16:56 - mmengine - INFO - Epoch(val) [11][4260/6282] eta: 0:01:26 time: 0.0427 data_time: 0.0022 memory: 2279 2022/08/31 10:16:58 - mmengine - INFO - Epoch(val) [11][4280/6282] eta: 0:02:12 time: 0.0660 data_time: 0.0023 memory: 2279 2022/08/31 10:16:58 - mmengine - INFO - Epoch(val) [11][4300/6282] eta: 0:01:24 time: 0.0424 data_time: 0.0035 memory: 2279 2022/08/31 10:16:59 - mmengine - INFO - Epoch(val) [11][4320/6282] eta: 0:01:23 time: 0.0423 data_time: 0.0027 memory: 2279 2022/08/31 10:17:00 - mmengine - INFO - Epoch(val) [11][4340/6282] eta: 0:01:33 time: 0.0481 data_time: 0.0045 memory: 2279 2022/08/31 10:17:01 - mmengine - INFO - Epoch(val) [11][4360/6282] eta: 0:01:21 time: 0.0425 data_time: 0.0021 memory: 2308 2022/08/31 10:17:02 - mmengine - INFO - Epoch(val) [11][4380/6282] eta: 0:01:23 time: 0.0436 data_time: 0.0035 memory: 2308 2022/08/31 10:17:03 - mmengine - INFO - Epoch(val) [11][4400/6282] eta: 0:01:21 time: 0.0431 data_time: 0.0030 memory: 2308 2022/08/31 10:17:04 - mmengine - INFO - Epoch(val) [11][4420/6282] eta: 0:01:20 time: 0.0434 data_time: 0.0043 memory: 2308 2022/08/31 10:17:05 - mmengine - INFO - Epoch(val) [11][4440/6282] eta: 0:01:20 time: 0.0435 data_time: 0.0026 memory: 2312 2022/08/31 10:17:06 - mmengine - INFO - Epoch(val) [11][4460/6282] eta: 0:01:18 time: 0.0431 data_time: 0.0024 memory: 2312 2022/08/31 10:17:06 - mmengine - INFO - Epoch(val) [11][4480/6282] eta: 0:01:13 time: 0.0411 data_time: 0.0029 memory: 2312 2022/08/31 10:17:07 - mmengine - INFO - Epoch(val) [11][4500/6282] eta: 0:01:25 time: 0.0478 data_time: 0.0025 memory: 2312 2022/08/31 10:17:08 - mmengine - INFO - Epoch(val) [11][4520/6282] eta: 0:01:16 time: 0.0437 data_time: 0.0037 memory: 2312 2022/08/31 10:17:09 - mmengine - INFO - Epoch(val) [11][4540/6282] eta: 0:01:21 time: 0.0468 data_time: 0.0026 memory: 2281 2022/08/31 10:17:10 - mmengine - INFO - Epoch(val) [11][4560/6282] eta: 0:01:18 time: 0.0454 data_time: 0.0029 memory: 2281 2022/08/31 10:17:11 - mmengine - INFO - Epoch(val) [11][4580/6282] eta: 0:01:18 time: 0.0459 data_time: 0.0018 memory: 2281 2022/08/31 10:17:12 - mmengine - INFO - Epoch(val) [11][4600/6282] eta: 0:01:05 time: 0.0388 data_time: 0.0029 memory: 2281 2022/08/31 10:17:13 - mmengine - INFO - Epoch(val) [11][4620/6282] eta: 0:01:12 time: 0.0434 data_time: 0.0027 memory: 2281 2022/08/31 10:17:14 - mmengine - INFO - Epoch(val) [11][4640/6282] eta: 0:01:14 time: 0.0452 data_time: 0.0019 memory: 2312 2022/08/31 10:17:14 - mmengine - INFO - Epoch(val) [11][4660/6282] eta: 0:01:12 time: 0.0446 data_time: 0.0031 memory: 2312 2022/08/31 10:17:15 - mmengine - INFO - Epoch(val) [11][4680/6282] eta: 0:01:14 time: 0.0462 data_time: 0.0021 memory: 2312 2022/08/31 10:17:16 - mmengine - INFO - Epoch(val) [11][4700/6282] eta: 0:01:08 time: 0.0432 data_time: 0.0021 memory: 2312 2022/08/31 10:17:18 - mmengine - INFO - Epoch(val) [11][4720/6282] eta: 0:01:44 time: 0.0669 data_time: 0.0026 memory: 2312 2022/08/31 10:17:19 - mmengine - INFO - Epoch(val) [11][4740/6282] eta: 0:01:08 time: 0.0445 data_time: 0.0023 memory: 2292 2022/08/31 10:17:20 - mmengine - INFO - Epoch(val) [11][4760/6282] eta: 0:01:11 time: 0.0472 data_time: 0.0033 memory: 2292 2022/08/31 10:17:20 - mmengine - INFO - Epoch(val) [11][4780/6282] eta: 0:01:03 time: 0.0424 data_time: 0.0020 memory: 2292 2022/08/31 10:17:21 - mmengine - INFO - Epoch(val) [11][4800/6282] eta: 0:01:05 time: 0.0442 data_time: 0.0029 memory: 2292 2022/08/31 10:17:22 - mmengine - INFO - Epoch(val) [11][4820/6282] eta: 0:01:00 time: 0.0412 data_time: 0.0022 memory: 2308 2022/08/31 10:17:23 - mmengine - INFO - Epoch(val) [11][4840/6282] eta: 0:00:58 time: 0.0404 data_time: 0.0020 memory: 2308 2022/08/31 10:17:24 - mmengine - INFO - Epoch(val) [11][4860/6282] eta: 0:01:02 time: 0.0442 data_time: 0.0028 memory: 2308 2022/08/31 10:17:25 - mmengine - INFO - Epoch(val) [11][4880/6282] eta: 0:01:01 time: 0.0439 data_time: 0.0021 memory: 2308 2022/08/31 10:17:26 - mmengine - INFO - Epoch(val) [11][4900/6282] eta: 0:01:01 time: 0.0446 data_time: 0.0022 memory: 2308 2022/08/31 10:17:26 - mmengine - INFO - Epoch(val) [11][4920/6282] eta: 0:00:55 time: 0.0408 data_time: 0.0026 memory: 2310 2022/08/31 10:17:28 - mmengine - INFO - Epoch(val) [11][4940/6282] eta: 0:01:55 time: 0.0861 data_time: 0.0124 memory: 2310 2022/08/31 10:17:29 - mmengine - INFO - Epoch(val) [11][4960/6282] eta: 0:00:58 time: 0.0444 data_time: 0.0025 memory: 2310 2022/08/31 10:17:30 - mmengine - INFO - Epoch(val) [11][4980/6282] eta: 0:00:56 time: 0.0434 data_time: 0.0021 memory: 2310 2022/08/31 10:17:31 - mmengine - INFO - Epoch(val) [11][5000/6282] eta: 0:00:53 time: 0.0416 data_time: 0.0017 memory: 2310 2022/08/31 10:17:32 - mmengine - INFO - Epoch(val) [11][5020/6282] eta: 0:00:53 time: 0.0426 data_time: 0.0025 memory: 2310 2022/08/31 10:17:32 - mmengine - INFO - Epoch(val) [11][5040/6282] eta: 0:00:47 time: 0.0382 data_time: 0.0022 memory: 2281 2022/08/31 10:17:33 - mmengine - INFO - Epoch(val) [11][5060/6282] eta: 0:01:01 time: 0.0504 data_time: 0.0024 memory: 2281 2022/08/31 10:17:34 - mmengine - INFO - Epoch(val) [11][5080/6282] eta: 0:01:00 time: 0.0500 data_time: 0.0022 memory: 2281 2022/08/31 10:17:35 - mmengine - INFO - Epoch(val) [11][5100/6282] eta: 0:00:52 time: 0.0440 data_time: 0.0027 memory: 2281 2022/08/31 10:17:36 - mmengine - INFO - Epoch(val) [11][5120/6282] eta: 0:00:52 time: 0.0454 data_time: 0.0028 memory: 2281 2022/08/31 10:17:37 - mmengine - INFO - Epoch(val) [11][5140/6282] eta: 0:00:46 time: 0.0407 data_time: 0.0029 memory: 2279 2022/08/31 10:17:38 - mmengine - INFO - Epoch(val) [11][5160/6282] eta: 0:01:18 time: 0.0704 data_time: 0.0020 memory: 2279 2022/08/31 10:17:39 - mmengine - INFO - Epoch(val) [11][5180/6282] eta: 0:00:52 time: 0.0480 data_time: 0.0026 memory: 2279 2022/08/31 10:17:40 - mmengine - INFO - Epoch(val) [11][5200/6282] eta: 0:00:41 time: 0.0383 data_time: 0.0018 memory: 2279 2022/08/31 10:17:41 - mmengine - INFO - Epoch(val) [11][5220/6282] eta: 0:00:44 time: 0.0423 data_time: 0.0026 memory: 2279 2022/08/31 10:17:42 - mmengine - INFO - Epoch(val) [11][5240/6282] eta: 0:00:56 time: 0.0546 data_time: 0.0023 memory: 2282 2022/08/31 10:17:43 - mmengine - INFO - Epoch(val) [11][5260/6282] eta: 0:00:47 time: 0.0460 data_time: 0.0022 memory: 2279 2022/08/31 10:17:44 - mmengine - INFO - Epoch(val) [11][5280/6282] eta: 0:00:45 time: 0.0457 data_time: 0.0023 memory: 2279 2022/08/31 10:17:45 - mmengine - INFO - Epoch(val) [11][5300/6282] eta: 0:00:45 time: 0.0461 data_time: 0.0021 memory: 2279 2022/08/31 10:17:46 - mmengine - INFO - Epoch(val) [11][5320/6282] eta: 0:00:38 time: 0.0397 data_time: 0.0026 memory: 2279 2022/08/31 10:17:47 - mmengine - INFO - Epoch(val) [11][5340/6282] eta: 0:00:40 time: 0.0425 data_time: 0.0019 memory: 2279 2022/08/31 10:17:48 - mmengine - INFO - Epoch(val) [11][5360/6282] eta: 0:00:45 time: 0.0491 data_time: 0.0033 memory: 2279 2022/08/31 10:17:49 - mmengine - INFO - Epoch(val) [11][5380/6282] eta: 0:00:51 time: 0.0568 data_time: 0.0028 memory: 2279 2022/08/31 10:17:50 - mmengine - INFO - Epoch(val) [11][5400/6282] eta: 0:00:40 time: 0.0463 data_time: 0.0029 memory: 2279 2022/08/31 10:17:50 - mmengine - INFO - Epoch(val) [11][5420/6282] eta: 0:00:34 time: 0.0401 data_time: 0.0029 memory: 2279 2022/08/31 10:17:51 - mmengine - INFO - Epoch(val) [11][5440/6282] eta: 0:00:37 time: 0.0449 data_time: 0.0036 memory: 2279 2022/08/31 10:17:52 - mmengine - INFO - Epoch(val) [11][5460/6282] eta: 0:00:33 time: 0.0408 data_time: 0.0028 memory: 2279 2022/08/31 10:17:53 - mmengine - INFO - Epoch(val) [11][5480/6282] eta: 0:00:32 time: 0.0407 data_time: 0.0028 memory: 2279 2022/08/31 10:17:54 - mmengine - INFO - Epoch(val) [11][5500/6282] eta: 0:00:29 time: 0.0383 data_time: 0.0028 memory: 2279 2022/08/31 10:17:55 - mmengine - INFO - Epoch(val) [11][5520/6282] eta: 0:00:32 time: 0.0427 data_time: 0.0023 memory: 2289 2022/08/31 10:17:56 - mmengine - INFO - Epoch(val) [11][5540/6282] eta: 0:00:36 time: 0.0497 data_time: 0.0018 memory: 2289 2022/08/31 10:17:57 - mmengine - INFO - Epoch(val) [11][5560/6282] eta: 0:00:32 time: 0.0455 data_time: 0.0024 memory: 2289 2022/08/31 10:17:58 - mmengine - INFO - Epoch(val) [11][5580/6282] eta: 0:00:44 time: 0.0634 data_time: 0.0020 memory: 2289 2022/08/31 10:17:59 - mmengine - INFO - Epoch(val) [11][5600/6282] eta: 0:00:28 time: 0.0424 data_time: 0.0017 memory: 2289 2022/08/31 10:18:00 - mmengine - INFO - Epoch(val) [11][5620/6282] eta: 0:00:28 time: 0.0433 data_time: 0.0031 memory: 2289 2022/08/31 10:18:00 - mmengine - INFO - Epoch(val) [11][5640/6282] eta: 0:00:25 time: 0.0391 data_time: 0.0022 memory: 2279 2022/08/31 10:18:01 - mmengine - INFO - Epoch(val) [11][5660/6282] eta: 0:00:25 time: 0.0405 data_time: 0.0024 memory: 2279 2022/08/31 10:18:02 - mmengine - INFO - Epoch(val) [11][5680/6282] eta: 0:00:24 time: 0.0412 data_time: 0.0027 memory: 2279 2022/08/31 10:18:03 - mmengine - INFO - Epoch(val) [11][5700/6282] eta: 0:00:25 time: 0.0432 data_time: 0.0029 memory: 2279 2022/08/31 10:18:04 - mmengine - INFO - Epoch(val) [11][5720/6282] eta: 0:00:22 time: 0.0399 data_time: 0.0025 memory: 2296 2022/08/31 10:18:05 - mmengine - INFO - Epoch(val) [11][5740/6282] eta: 0:00:21 time: 0.0401 data_time: 0.0025 memory: 2296 2022/08/31 10:18:05 - mmengine - INFO - Epoch(val) [11][5760/6282] eta: 0:00:22 time: 0.0440 data_time: 0.0027 memory: 2296 2022/08/31 10:18:06 - mmengine - INFO - Epoch(val) [11][5780/6282] eta: 0:00:24 time: 0.0492 data_time: 0.0021 memory: 2296 2022/08/31 10:18:07 - mmengine - INFO - Epoch(val) [11][5800/6282] eta: 0:00:23 time: 0.0485 data_time: 0.0027 memory: 2296 2022/08/31 10:18:08 - mmengine - INFO - Epoch(val) [11][5820/6282] eta: 0:00:18 time: 0.0398 data_time: 0.0024 memory: 2296 2022/08/31 10:18:09 - mmengine - INFO - Epoch(val) [11][5840/6282] eta: 0:00:17 time: 0.0396 data_time: 0.0020 memory: 2289 2022/08/31 10:18:10 - mmengine - INFO - Epoch(val) [11][5860/6282] eta: 0:00:17 time: 0.0413 data_time: 0.0026 memory: 2289 2022/08/31 10:18:11 - mmengine - INFO - Epoch(val) [11][5880/6282] eta: 0:00:17 time: 0.0442 data_time: 0.0024 memory: 2289 2022/08/31 10:18:12 - mmengine - INFO - Epoch(val) [11][5900/6282] eta: 0:00:18 time: 0.0485 data_time: 0.0028 memory: 2289 2022/08/31 10:18:13 - mmengine - INFO - Epoch(val) [11][5920/6282] eta: 0:00:15 time: 0.0441 data_time: 0.0041 memory: 2289 2022/08/31 10:18:13 - mmengine - INFO - Epoch(val) [11][5940/6282] eta: 0:00:15 time: 0.0440 data_time: 0.0028 memory: 2279 2022/08/31 10:18:14 - mmengine - INFO - Epoch(val) [11][5960/6282] eta: 0:00:12 time: 0.0402 data_time: 0.0021 memory: 2279 2022/08/31 10:18:15 - mmengine - INFO - Epoch(val) [11][5980/6282] eta: 0:00:11 time: 0.0391 data_time: 0.0018 memory: 2279 2022/08/31 10:18:16 - mmengine - INFO - Epoch(val) [11][6000/6282] eta: 0:00:12 time: 0.0441 data_time: 0.0025 memory: 2308 2022/08/31 10:18:17 - mmengine - INFO - Epoch(val) [11][6020/6282] eta: 0:00:12 time: 0.0469 data_time: 0.0023 memory: 2308 2022/08/31 10:18:18 - mmengine - INFO - Epoch(val) [11][6040/6282] eta: 0:00:17 time: 0.0713 data_time: 0.0040 memory: 2308 2022/08/31 10:18:19 - mmengine - INFO - Epoch(val) [11][6060/6282] eta: 0:00:10 time: 0.0468 data_time: 0.0027 memory: 2308 2022/08/31 10:18:20 - mmengine - INFO - Epoch(val) [11][6080/6282] eta: 0:00:09 time: 0.0472 data_time: 0.0022 memory: 2308 2022/08/31 10:18:21 - mmengine - INFO - Epoch(val) [11][6100/6282] eta: 0:00:07 time: 0.0433 data_time: 0.0018 memory: 2308 2022/08/31 10:18:22 - mmengine - INFO - Epoch(val) [11][6120/6282] eta: 0:00:07 time: 0.0488 data_time: 0.0029 memory: 2308 2022/08/31 10:18:23 - mmengine - INFO - Epoch(val) [11][6140/6282] eta: 0:00:07 time: 0.0554 data_time: 0.0019 memory: 2308 2022/08/31 10:18:24 - mmengine - INFO - Epoch(val) [11][6160/6282] eta: 0:00:06 time: 0.0537 data_time: 0.0023 memory: 2308 2022/08/31 10:18:25 - mmengine - INFO - Epoch(val) [11][6180/6282] eta: 0:00:04 time: 0.0443 data_time: 0.0018 memory: 2308 2022/08/31 10:18:26 - mmengine - INFO - Epoch(val) [11][6200/6282] eta: 0:00:03 time: 0.0447 data_time: 0.0023 memory: 2308 2022/08/31 10:18:27 - mmengine - INFO - Epoch(val) [11][6220/6282] eta: 0:00:02 time: 0.0441 data_time: 0.0023 memory: 2308 2022/08/31 10:18:28 - mmengine - INFO - Epoch(val) [11][6240/6282] eta: 0:00:01 time: 0.0421 data_time: 0.0025 memory: 2308 2022/08/31 10:18:28 - mmengine - INFO - Epoch(val) [11][6260/6282] eta: 0:00:00 time: 0.0316 data_time: 0.0015 memory: 2308 2022/08/31 10:18:29 - mmengine - INFO - Epoch(val) [11][6280/6282] eta: 0:00:00 time: 0.0373 data_time: 0.0016 memory: 2308 2022/08/31 10:23:53 - mmengine - INFO - Epoch(val) [11][6282/6282] mAP/mAP@0.5IOU: 0.2400 2022/08/31 10:23:53 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_11.pth is removed 2022/08/31 10:23:56 - mmengine - INFO - The best checkpoint with 0.2400 mAP/mAP@0.5IOU at 12 epoch is saved to best_mAP/mAP@0.5IOU_epoch_12.pth. 2022/08/31 10:24:07 - mmengine - INFO - Epoch(train) [12][20/1921] lr: 1.5000e-02 eta: 2:29:30 time: 0.5271 data_time: 0.0310 memory: 8517 grad_norm: 0.0868 recall@thr=0.5: 0.7793 prec@thr=0.5: 0.7883 recall@top3: 0.8739 prec@top3: 0.6216 recall@top5: 0.9730 prec@top5: 0.4216 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 10:24:18 - mmengine - INFO - Epoch(train) [12][40/1921] lr: 1.5000e-02 eta: 2:29:20 time: 0.5398 data_time: 0.0251 memory: 8620 grad_norm: 0.0844 recall@thr=0.5: 0.6811 prec@thr=0.5: 0.6883 recall@top3: 0.7946 prec@top3: 0.6396 recall@top5: 0.9122 prec@top5: 0.4649 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 10:24:28 - mmengine - INFO - Epoch(train) [12][60/1921] lr: 1.5000e-02 eta: 2:29:09 time: 0.4980 data_time: 0.0222 memory: 8602 grad_norm: 0.0879 recall@thr=0.5: 0.7478 prec@thr=0.5: 0.8446 recall@top3: 0.8542 prec@top3: 0.7564 recall@top5: 0.9538 prec@top5: 0.5192 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 10:24:37 - mmengine - INFO - Epoch(train) [12][80/1921] lr: 1.5000e-02 eta: 2:28:58 time: 0.4865 data_time: 0.0221 memory: 8500 grad_norm: 0.0896 recall@thr=0.5: 0.5972 prec@thr=0.5: 0.7750 recall@top3: 0.7472 prec@top3: 0.7556 recall@top5: 0.9472 prec@top5: 0.5733 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 10:24:49 - mmengine - INFO - Epoch(train) [12][100/1921] lr: 1.5000e-02 eta: 2:28:48 time: 0.5669 data_time: 0.0231 memory: 8542 grad_norm: 0.0878 recall@thr=0.5: 0.8365 prec@thr=0.5: 0.8526 recall@top3: 0.8654 prec@top3: 0.6923 recall@top5: 0.9872 prec@top5: 0.4846 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 10:24:59 - mmengine - INFO - Epoch(train) [12][120/1921] lr: 1.5000e-02 eta: 2:28:38 time: 0.5072 data_time: 0.0212 memory: 8559 grad_norm: 0.0923 recall@thr=0.5: 0.7995 prec@thr=0.5: 0.9220 recall@top3: 0.8597 prec@top3: 0.6989 recall@top5: 0.9586 prec@top5: 0.4903 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 10:25:10 - mmengine - INFO - Epoch(train) [12][140/1921] lr: 1.5000e-02 eta: 2:28:28 time: 0.5434 data_time: 0.0212 memory: 8457 grad_norm: 0.0872 recall@thr=0.5: 0.7299 prec@thr=0.5: 0.7500 recall@top3: 0.7902 prec@top3: 0.5287 recall@top5: 0.9109 prec@top5: 0.3862 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 10:25:20 - mmengine - INFO - Epoch(train) [12][160/1921] lr: 1.5000e-02 eta: 2:28:17 time: 0.5212 data_time: 0.0188 memory: 8620 grad_norm: 0.0850 recall@thr=0.5: 0.7608 prec@thr=0.5: 0.7941 recall@top3: 0.7363 prec@top3: 0.6961 recall@top5: 0.9324 prec@top5: 0.5353 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 10:25:30 - mmengine - INFO - Epoch(train) [12][180/1921] lr: 1.5000e-02 eta: 2:28:07 time: 0.5000 data_time: 0.0173 memory: 8500 grad_norm: 0.0921 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.7899 recall@top3: 0.8478 prec@top3: 0.5797 recall@top5: 0.9565 prec@top5: 0.4174 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:25:41 - mmengine - INFO - Epoch(train) [12][200/1921] lr: 1.5000e-02 eta: 2:27:56 time: 0.5284 data_time: 0.0175 memory: 8577 grad_norm: 0.0893 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6296 recall@top3: 0.8009 prec@top3: 0.5648 recall@top5: 0.9352 prec@top5: 0.4056 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 10:25:51 - mmengine - INFO - Epoch(train) [12][220/1921] lr: 1.5000e-02 eta: 2:27:46 time: 0.5448 data_time: 0.0166 memory: 8526 grad_norm: 0.0843 recall@thr=0.5: 0.7422 prec@thr=0.5: 0.8307 recall@top3: 0.8776 prec@top3: 0.6771 recall@top5: 0.9401 prec@top5: 0.4375 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 10:26:01 - mmengine - INFO - Epoch(train) [12][240/1921] lr: 1.5000e-02 eta: 2:27:36 time: 0.4876 data_time: 0.0185 memory: 8594 grad_norm: 0.0852 recall@thr=0.5: 0.8004 prec@thr=0.5: 0.8175 recall@top3: 0.9254 prec@top3: 0.7456 recall@top5: 0.9737 prec@top5: 0.4737 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 10:26:11 - mmengine - INFO - Epoch(train) [12][260/1921] lr: 1.5000e-02 eta: 2:27:25 time: 0.5035 data_time: 0.0156 memory: 8705 grad_norm: 0.0875 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8403 recall@top3: 0.8704 prec@top3: 0.7870 recall@top5: 0.9468 prec@top5: 0.5278 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 10:26:21 - mmengine - INFO - Epoch(train) [12][280/1921] lr: 1.5000e-02 eta: 2:27:14 time: 0.5044 data_time: 0.0166 memory: 8671 grad_norm: 0.0889 recall@thr=0.5: 0.7364 prec@thr=0.5: 0.8384 recall@top3: 0.7727 prec@top3: 0.7273 recall@top5: 0.9278 prec@top5: 0.5394 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 10:26:31 - mmengine - INFO - Epoch(train) [12][300/1921] lr: 1.5000e-02 eta: 2:27:04 time: 0.4941 data_time: 0.0168 memory: 8577 grad_norm: 0.0868 recall@thr=0.5: 0.7315 prec@thr=0.5: 0.6875 recall@top3: 0.8750 prec@top3: 0.5556 recall@top5: 0.9815 prec@top5: 0.3833 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 10:26:42 - mmengine - INFO - Epoch(train) [12][320/1921] lr: 1.5000e-02 eta: 2:26:53 time: 0.5159 data_time: 0.0146 memory: 8602 grad_norm: 0.0878 recall@thr=0.5: 0.6594 prec@thr=0.5: 0.6823 recall@top3: 0.7406 prec@top3: 0.6250 recall@top5: 0.8729 prec@top5: 0.4500 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 10:26:53 - mmengine - INFO - Epoch(train) [12][340/1921] lr: 1.5000e-02 eta: 2:26:44 time: 0.5716 data_time: 0.0195 memory: 8526 grad_norm: 0.0893 recall@thr=0.5: 0.7583 prec@thr=0.5: 0.8833 recall@top3: 0.8979 prec@top3: 0.7000 recall@top5: 0.9833 prec@top5: 0.4750 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 10:27:04 - mmengine - INFO - Epoch(train) [12][360/1921] lr: 1.5000e-02 eta: 2:26:33 time: 0.5303 data_time: 0.0188 memory: 8714 grad_norm: 0.0873 recall@thr=0.5: 0.7417 prec@thr=0.5: 0.8571 recall@top3: 0.8218 prec@top3: 0.7222 recall@top5: 0.9508 prec@top5: 0.5143 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 10:27:15 - mmengine - INFO - Epoch(train) [12][380/1921] lr: 1.5000e-02 eta: 2:26:23 time: 0.5514 data_time: 0.0197 memory: 8491 grad_norm: 0.0865 recall@thr=0.5: 0.7995 prec@thr=0.5: 0.8382 recall@top3: 0.8760 prec@top3: 0.6765 recall@top5: 0.9853 prec@top5: 0.4706 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 10:27:25 - mmengine - INFO - Epoch(train) [12][400/1921] lr: 1.5000e-02 eta: 2:26:13 time: 0.4954 data_time: 0.0173 memory: 8645 grad_norm: 0.1035 recall@thr=0.5: 0.8217 prec@thr=0.5: 0.8411 recall@top3: 0.9264 prec@top3: 0.7132 recall@top5: 0.9574 prec@top5: 0.4465 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 10:27:35 - mmengine - INFO - Epoch(train) [12][420/1921] lr: 1.5000e-02 eta: 2:26:02 time: 0.5196 data_time: 0.0170 memory: 8447 grad_norm: 0.0929 recall@thr=0.5: 0.6369 prec@thr=0.5: 0.6786 recall@top3: 0.7857 prec@top3: 0.5595 recall@top5: 0.9286 prec@top5: 0.4071 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 10:27:45 - mmengine - INFO - Epoch(train) [12][440/1921] lr: 1.5000e-02 eta: 2:25:52 time: 0.5207 data_time: 0.0184 memory: 8526 grad_norm: 0.0925 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8254 recall@top3: 0.7996 prec@top3: 0.6825 recall@top5: 0.9206 prec@top5: 0.4810 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 10:27:56 - mmengine - INFO - Epoch(train) [12][460/1921] lr: 1.5000e-02 eta: 2:25:42 time: 0.5291 data_time: 0.0209 memory: 8526 grad_norm: 0.0909 recall@thr=0.5: 0.8243 prec@thr=0.5: 0.7748 recall@top3: 0.9347 prec@top3: 0.6486 recall@top5: 1.0000 prec@top5: 0.4270 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 10:28:06 - mmengine - INFO - Epoch(train) [12][480/1921] lr: 1.5000e-02 eta: 2:25:31 time: 0.5218 data_time: 0.0198 memory: 8559 grad_norm: 0.0933 recall@thr=0.5: 0.7564 prec@thr=0.5: 0.7692 recall@top3: 0.8269 prec@top3: 0.5641 recall@top5: 0.9423 prec@top5: 0.3846 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 10:28:17 - mmengine - INFO - Epoch(train) [12][500/1921] lr: 1.5000e-02 eta: 2:25:21 time: 0.5115 data_time: 0.0219 memory: 8517 grad_norm: 0.0912 recall@thr=0.5: 0.7969 prec@thr=0.5: 0.8646 recall@top3: 0.9010 prec@top3: 0.6354 recall@top5: 0.9531 prec@top5: 0.4062 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 10:28:27 - mmengine - INFO - Epoch(train) [12][520/1921] lr: 1.5000e-02 eta: 2:25:10 time: 0.5178 data_time: 0.0187 memory: 8594 grad_norm: 0.0913 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8404 recall@top3: 0.8759 prec@top3: 0.6809 recall@top5: 0.9858 prec@top5: 0.4766 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 10:28:37 - mmengine - INFO - Epoch(train) [12][540/1921] lr: 1.5000e-02 eta: 2:25:00 time: 0.5072 data_time: 0.0191 memory: 8526 grad_norm: 0.0863 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7865 recall@top3: 0.7734 prec@top3: 0.6354 recall@top5: 0.8906 prec@top5: 0.4562 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 10:28:47 - mmengine - INFO - Epoch(train) [12][560/1921] lr: 1.5000e-02 eta: 2:24:49 time: 0.5076 data_time: 0.0172 memory: 8517 grad_norm: 0.0921 recall@thr=0.5: 0.6639 prec@thr=0.5: 0.7944 recall@top3: 0.7806 prec@top3: 0.6333 recall@top5: 0.8833 prec@top5: 0.4333 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 10:28:58 - mmengine - INFO - Epoch(train) [12][580/1921] lr: 1.5000e-02 eta: 2:24:39 time: 0.5140 data_time: 0.0172 memory: 8517 grad_norm: 0.0901 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.9109 recall@top3: 0.8678 prec@top3: 0.7701 recall@top5: 0.9655 prec@top5: 0.5241 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 10:29:08 - mmengine - INFO - Epoch(train) [12][600/1921] lr: 1.5000e-02 eta: 2:24:28 time: 0.5026 data_time: 0.0224 memory: 8542 grad_norm: 0.0863 recall@thr=0.5: 0.6542 prec@thr=0.5: 0.8245 recall@top3: 0.7458 prec@top3: 0.6771 recall@top5: 0.9026 prec@top5: 0.5062 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 10:29:18 - mmengine - INFO - Epoch(train) [12][620/1921] lr: 1.5000e-02 eta: 2:24:18 time: 0.5408 data_time: 0.0198 memory: 8612 grad_norm: 0.0918 recall@thr=0.5: 0.6762 prec@thr=0.5: 0.7143 recall@top3: 0.7286 prec@top3: 0.5524 recall@top5: 0.9000 prec@top5: 0.3943 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 10:29:29 - mmengine - INFO - Epoch(train) [12][640/1921] lr: 1.5000e-02 eta: 2:24:08 time: 0.5124 data_time: 0.0210 memory: 8500 grad_norm: 0.0892 recall@thr=0.5: 0.7643 prec@thr=0.5: 0.7000 recall@top3: 0.8667 prec@top3: 0.6857 recall@top5: 0.9714 prec@top5: 0.4514 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 10:29:39 - mmengine - INFO - Epoch(train) [12][660/1921] lr: 1.5000e-02 eta: 2:23:57 time: 0.5269 data_time: 0.0170 memory: 8585 grad_norm: 0.0882 recall@thr=0.5: 0.8013 prec@thr=0.5: 0.8248 recall@top3: 0.9103 prec@top3: 0.6581 recall@top5: 0.9850 prec@top5: 0.4359 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 10:29:49 - mmengine - INFO - Epoch(train) [12][680/1921] lr: 1.5000e-02 eta: 2:23:47 time: 0.5017 data_time: 0.0192 memory: 8542 grad_norm: 0.0912 recall@thr=0.5: 0.6867 prec@thr=0.5: 0.6100 recall@top3: 0.8333 prec@top3: 0.4533 recall@top5: 0.9867 prec@top5: 0.3200 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 10:30:00 - mmengine - INFO - Epoch(train) [12][700/1921] lr: 1.5000e-02 eta: 2:23:36 time: 0.5359 data_time: 0.0188 memory: 8552 grad_norm: 0.0874 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.8185 recall@top3: 0.8274 prec@top3: 0.6071 recall@top5: 0.9881 prec@top5: 0.4643 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 10:30:10 - mmengine - INFO - Epoch(train) [12][720/1921] lr: 1.5000e-02 eta: 2:23:26 time: 0.5138 data_time: 0.0189 memory: 8568 grad_norm: 0.0907 recall@thr=0.5: 0.8028 prec@thr=0.5: 0.8032 recall@top3: 0.7968 prec@top3: 0.6759 recall@top5: 0.9389 prec@top5: 0.5000 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 10:30:21 - mmengine - INFO - Epoch(train) [12][740/1921] lr: 1.5000e-02 eta: 2:23:15 time: 0.5128 data_time: 0.0190 memory: 8577 grad_norm: 0.0911 recall@thr=0.5: 0.8788 prec@thr=0.5: 0.9303 recall@top3: 0.9571 prec@top3: 0.7475 recall@top5: 0.9848 prec@top5: 0.4667 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 10:30:31 - mmengine - INFO - Epoch(train) [12][760/1921] lr: 1.5000e-02 eta: 2:23:05 time: 0.5090 data_time: 0.0209 memory: 8662 grad_norm: 0.0938 recall@thr=0.5: 0.8706 prec@thr=0.5: 0.8816 recall@top3: 0.9276 prec@top3: 0.8070 recall@top5: 0.9868 prec@top5: 0.5263 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 10:30:41 - mmengine - INFO - Epoch(train) [12][780/1921] lr: 1.5000e-02 eta: 2:22:55 time: 0.5258 data_time: 0.0188 memory: 8500 grad_norm: 0.0919 recall@thr=0.5: 0.7526 prec@thr=0.5: 0.8281 recall@top3: 0.8021 prec@top3: 0.6562 recall@top5: 0.9479 prec@top5: 0.4812 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:30:51 - mmengine - INFO - Epoch(train) [12][800/1921] lr: 1.5000e-02 eta: 2:22:44 time: 0.4934 data_time: 0.0194 memory: 8491 grad_norm: 0.0920 recall@thr=0.5: 0.7850 prec@thr=0.5: 0.8435 recall@top3: 0.8402 prec@top3: 0.7154 recall@top5: 0.9776 prec@top5: 0.5073 loss_action_cls: 0.0308 loss: 0.0308 2022/08/31 10:31:01 - mmengine - INFO - Epoch(train) [12][820/1921] lr: 1.5000e-02 eta: 2:22:33 time: 0.5127 data_time: 0.0163 memory: 8552 grad_norm: 0.0894 recall@thr=0.5: 0.5532 prec@thr=0.5: 0.7130 recall@top3: 0.6921 prec@top3: 0.6204 recall@top5: 0.9120 prec@top5: 0.4778 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 10:31:13 - mmengine - INFO - Epoch(train) [12][840/1921] lr: 1.5000e-02 eta: 2:22:24 time: 0.5567 data_time: 0.0211 memory: 8620 grad_norm: 0.0907 recall@thr=0.5: 0.7247 prec@thr=0.5: 0.8005 recall@top3: 0.8333 prec@top3: 0.6061 recall@top5: 0.9596 prec@top5: 0.4303 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 10:31:23 - mmengine - INFO - Epoch(train) [12][860/1921] lr: 1.5000e-02 eta: 2:22:13 time: 0.5176 data_time: 0.0186 memory: 8534 grad_norm: 0.0892 recall@thr=0.5: 0.7476 prec@thr=0.5: 0.7976 recall@top3: 0.8643 prec@top3: 0.6762 recall@top5: 0.9524 prec@top5: 0.4571 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 10:31:27 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 10:31:33 - mmengine - INFO - Epoch(train) [12][880/1921] lr: 1.5000e-02 eta: 2:22:03 time: 0.5270 data_time: 0.0182 memory: 8594 grad_norm: 0.0928 recall@thr=0.5: 0.6178 prec@thr=0.5: 0.7519 recall@top3: 0.7295 prec@top3: 0.6667 recall@top5: 0.9109 prec@top5: 0.5070 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 10:31:43 - mmengine - INFO - Epoch(train) [12][900/1921] lr: 1.5000e-02 eta: 2:21:52 time: 0.4976 data_time: 0.0192 memory: 8526 grad_norm: 0.0899 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.8779 recall@top3: 0.7810 prec@top3: 0.6279 recall@top5: 0.9709 prec@top5: 0.4837 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 10:31:53 - mmengine - INFO - Epoch(train) [12][920/1921] lr: 1.5000e-02 eta: 2:21:41 time: 0.4927 data_time: 0.0152 memory: 8577 grad_norm: 0.0896 recall@thr=0.5: 0.6595 prec@thr=0.5: 0.8238 recall@top3: 0.8095 prec@top3: 0.7238 recall@top5: 0.9667 prec@top5: 0.5200 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 10:32:04 - mmengine - INFO - Epoch(train) [12][940/1921] lr: 1.5000e-02 eta: 2:21:31 time: 0.5189 data_time: 0.0175 memory: 8620 grad_norm: 0.0852 recall@thr=0.5: 0.8391 prec@thr=0.5: 0.8477 recall@top3: 0.8851 prec@top3: 0.7471 recall@top5: 1.0000 prec@top5: 0.5172 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 10:32:14 - mmengine - INFO - Epoch(train) [12][960/1921] lr: 1.5000e-02 eta: 2:21:20 time: 0.5113 data_time: 0.0187 memory: 8542 grad_norm: 0.0900 recall@thr=0.5: 0.7949 prec@thr=0.5: 0.8718 recall@top3: 0.8782 prec@top3: 0.6410 recall@top5: 0.9615 prec@top5: 0.4308 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 10:32:24 - mmengine - INFO - Epoch(train) [12][980/1921] lr: 1.5000e-02 eta: 2:21:10 time: 0.5297 data_time: 0.0203 memory: 8620 grad_norm: 0.0884 recall@thr=0.5: 0.4483 prec@thr=0.5: 0.6875 recall@top3: 0.6588 prec@top3: 0.6333 recall@top5: 0.8604 prec@top5: 0.5000 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 10:32:34 - mmengine - INFO - Epoch(train) [12][1000/1921] lr: 1.5000e-02 eta: 2:21:00 time: 0.4968 data_time: 0.0184 memory: 8552 grad_norm: 0.0886 recall@thr=0.5: 0.7646 prec@thr=0.5: 0.7000 recall@top3: 0.8458 prec@top3: 0.6333 recall@top5: 0.9500 prec@top5: 0.4350 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 10:32:45 - mmengine - INFO - Epoch(train) [12][1020/1921] lr: 1.5000e-02 eta: 2:20:49 time: 0.5080 data_time: 0.0170 memory: 8552 grad_norm: 0.0879 recall@thr=0.5: 0.8245 prec@thr=0.5: 0.8599 recall@top3: 0.8695 prec@top3: 0.7943 recall@top5: 0.9645 prec@top5: 0.5404 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 10:32:56 - mmengine - INFO - Epoch(train) [12][1040/1921] lr: 1.5000e-02 eta: 2:20:39 time: 0.5489 data_time: 0.0200 memory: 8542 grad_norm: 0.0871 recall@thr=0.5: 0.7217 prec@thr=0.5: 0.8222 recall@top3: 0.8359 prec@top3: 0.7475 recall@top5: 0.9677 prec@top5: 0.5394 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 10:33:06 - mmengine - INFO - Epoch(train) [12][1060/1921] lr: 1.5000e-02 eta: 2:20:29 time: 0.5189 data_time: 0.0235 memory: 8577 grad_norm: 0.0907 recall@thr=0.5: 0.7566 prec@thr=0.5: 0.7146 recall@top3: 0.7631 prec@top3: 0.6869 recall@top5: 0.9434 prec@top5: 0.5091 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 10:33:17 - mmengine - INFO - Epoch(train) [12][1080/1921] lr: 1.5000e-02 eta: 2:20:19 time: 0.5592 data_time: 0.0204 memory: 8542 grad_norm: 0.0870 recall@thr=0.5: 0.6728 prec@thr=0.5: 0.7068 recall@top3: 0.7747 prec@top3: 0.6049 recall@top5: 0.9444 prec@top5: 0.4667 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 10:33:27 - mmengine - INFO - Epoch(train) [12][1100/1921] lr: 1.5000e-02 eta: 2:20:08 time: 0.5009 data_time: 0.0234 memory: 8577 grad_norm: 0.0903 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.7677 recall@top3: 0.8939 prec@top3: 0.6061 recall@top5: 0.9141 prec@top5: 0.3758 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 10:33:38 - mmengine - INFO - Epoch(train) [12][1120/1921] lr: 1.5000e-02 eta: 2:19:58 time: 0.5416 data_time: 0.0172 memory: 8568 grad_norm: 0.0879 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.8324 recall@top3: 0.8072 prec@top3: 0.6937 recall@top5: 0.9315 prec@top5: 0.4973 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 10:33:48 - mmengine - INFO - Epoch(train) [12][1140/1921] lr: 1.5000e-02 eta: 2:19:47 time: 0.4984 data_time: 0.0192 memory: 8534 grad_norm: 0.0917 recall@thr=0.5: 0.7626 prec@thr=0.5: 0.8485 recall@top3: 0.8586 prec@top3: 0.6162 recall@top5: 1.0000 prec@top5: 0.4424 loss_action_cls: 0.0302 loss: 0.0302 2022/08/31 10:33:58 - mmengine - INFO - Epoch(train) [12][1160/1921] lr: 1.5000e-02 eta: 2:19:37 time: 0.5168 data_time: 0.0160 memory: 8491 grad_norm: 0.0930 recall@thr=0.5: 0.7310 prec@thr=0.5: 0.8738 recall@top3: 0.8524 prec@top3: 0.7524 recall@top5: 0.9595 prec@top5: 0.5200 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 10:34:08 - mmengine - INFO - Epoch(train) [12][1180/1921] lr: 1.5000e-02 eta: 2:19:26 time: 0.5002 data_time: 0.0186 memory: 8526 grad_norm: 0.0907 recall@thr=0.5: 0.6140 prec@thr=0.5: 0.7193 recall@top3: 0.7807 prec@top3: 0.6842 recall@top5: 0.9649 prec@top5: 0.5053 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 10:34:19 - mmengine - INFO - Epoch(train) [12][1200/1921] lr: 1.5000e-02 eta: 2:19:16 time: 0.5529 data_time: 0.0161 memory: 8542 grad_norm: 0.0938 recall@thr=0.5: 0.8194 prec@thr=0.5: 0.8065 recall@top3: 0.8495 prec@top3: 0.7593 recall@top5: 0.9676 prec@top5: 0.5222 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 10:34:30 - mmengine - INFO - Epoch(train) [12][1220/1921] lr: 1.5000e-02 eta: 2:19:06 time: 0.5235 data_time: 0.0187 memory: 8559 grad_norm: 0.0931 recall@thr=0.5: 0.8155 prec@thr=0.5: 0.7810 recall@top3: 0.8829 prec@top3: 0.6508 recall@top5: 0.9544 prec@top5: 0.4333 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 10:34:40 - mmengine - INFO - Epoch(train) [12][1240/1921] lr: 1.5000e-02 eta: 2:18:55 time: 0.4966 data_time: 0.0177 memory: 8612 grad_norm: 0.0884 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7727 recall@top3: 0.8359 prec@top3: 0.6970 recall@top5: 0.9495 prec@top5: 0.4909 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 10:34:50 - mmengine - INFO - Epoch(train) [12][1260/1921] lr: 1.5000e-02 eta: 2:18:45 time: 0.5322 data_time: 0.0151 memory: 8508 grad_norm: 0.0907 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8553 recall@top3: 0.8377 prec@top3: 0.7368 recall@top5: 0.9759 prec@top5: 0.5263 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 10:35:00 - mmengine - INFO - Epoch(train) [12][1280/1921] lr: 1.5000e-02 eta: 2:18:34 time: 0.5000 data_time: 0.0187 memory: 8500 grad_norm: 0.0895 recall@thr=0.5: 0.8496 prec@thr=0.5: 0.8968 recall@top3: 0.9139 prec@top3: 0.7857 recall@top5: 0.9893 prec@top5: 0.5238 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 10:35:11 - mmengine - INFO - Epoch(train) [12][1300/1921] lr: 1.5000e-02 eta: 2:18:24 time: 0.5363 data_time: 0.0189 memory: 8500 grad_norm: 0.0898 recall@thr=0.5: 0.8413 prec@thr=0.5: 0.8651 recall@top3: 0.8690 prec@top3: 0.7698 recall@top5: 0.9841 prec@top5: 0.5333 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 10:35:22 - mmengine - INFO - Epoch(train) [12][1320/1921] lr: 1.5000e-02 eta: 2:18:14 time: 0.5342 data_time: 0.0178 memory: 8482 grad_norm: 0.0875 recall@thr=0.5: 0.7867 prec@thr=0.5: 0.8700 recall@top3: 0.8900 prec@top3: 0.7200 recall@top5: 0.9767 prec@top5: 0.4880 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 10:35:32 - mmengine - INFO - Epoch(train) [12][1340/1921] lr: 1.5000e-02 eta: 2:18:03 time: 0.4931 data_time: 0.0191 memory: 8585 grad_norm: 0.0931 recall@thr=0.5: 0.6864 prec@thr=0.5: 0.8333 recall@top3: 0.8509 prec@top3: 0.6404 recall@top5: 0.9254 prec@top5: 0.4263 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:35:42 - mmengine - INFO - Epoch(train) [12][1360/1921] lr: 1.5000e-02 eta: 2:17:53 time: 0.5296 data_time: 0.0133 memory: 8552 grad_norm: 0.0903 recall@thr=0.5: 0.8138 prec@thr=0.5: 0.8391 recall@top3: 0.9207 prec@top3: 0.6782 recall@top5: 0.9828 prec@top5: 0.4621 loss_action_cls: 0.0301 loss: 0.0301 2022/08/31 10:35:52 - mmengine - INFO - Epoch(train) [12][1380/1921] lr: 1.5000e-02 eta: 2:17:43 time: 0.5043 data_time: 0.0230 memory: 8500 grad_norm: 0.0888 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.8162 recall@top3: 0.8150 prec@top3: 0.7179 recall@top5: 0.9829 prec@top5: 0.5231 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 10:36:03 - mmengine - INFO - Epoch(train) [12][1400/1921] lr: 1.5000e-02 eta: 2:17:32 time: 0.5150 data_time: 0.0166 memory: 8491 grad_norm: 0.0887 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.6968 recall@top3: 0.8704 prec@top3: 0.5741 recall@top5: 0.9306 prec@top5: 0.3778 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 10:36:13 - mmengine - INFO - Epoch(train) [12][1420/1921] lr: 1.5000e-02 eta: 2:17:22 time: 0.5256 data_time: 0.0187 memory: 8534 grad_norm: 0.0894 recall@thr=0.5: 0.8047 prec@thr=0.5: 0.8958 recall@top3: 0.8411 prec@top3: 0.7500 recall@top5: 0.9844 prec@top5: 0.5312 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 10:36:23 - mmengine - INFO - Epoch(train) [12][1440/1921] lr: 1.5000e-02 eta: 2:17:11 time: 0.5017 data_time: 0.0179 memory: 8585 grad_norm: 0.0900 recall@thr=0.5: 0.6691 prec@thr=0.5: 0.7745 recall@top3: 0.8284 prec@top3: 0.6176 recall@top5: 0.9412 prec@top5: 0.4353 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 10:36:34 - mmengine - INFO - Epoch(train) [12][1460/1921] lr: 1.5000e-02 eta: 2:17:01 time: 0.5410 data_time: 0.0165 memory: 8526 grad_norm: 0.0891 recall@thr=0.5: 0.8167 prec@thr=0.5: 0.8583 recall@top3: 0.8750 prec@top3: 0.6444 recall@top5: 0.9500 prec@top5: 0.4333 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 10:36:44 - mmengine - INFO - Epoch(train) [12][1480/1921] lr: 1.5000e-02 eta: 2:16:50 time: 0.4983 data_time: 0.0157 memory: 8542 grad_norm: 0.0908 recall@thr=0.5: 0.8654 prec@thr=0.5: 0.9209 recall@top3: 0.8782 prec@top3: 0.7521 recall@top5: 0.9701 prec@top5: 0.5231 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 10:36:55 - mmengine - INFO - Epoch(train) [12][1500/1921] lr: 1.5000e-02 eta: 2:16:40 time: 0.5354 data_time: 0.0168 memory: 8542 grad_norm: 0.0879 recall@thr=0.5: 0.5800 prec@thr=0.5: 0.6133 recall@top3: 0.7367 prec@top3: 0.5600 recall@top5: 0.9700 prec@top5: 0.4640 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 10:37:05 - mmengine - INFO - Epoch(train) [12][1520/1921] lr: 1.5000e-02 eta: 2:16:30 time: 0.5028 data_time: 0.0218 memory: 8517 grad_norm: 0.0891 recall@thr=0.5: 0.7109 prec@thr=0.5: 0.7969 recall@top3: 0.7656 prec@top3: 0.5937 recall@top5: 0.9427 prec@top5: 0.4562 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 10:37:15 - mmengine - INFO - Epoch(train) [12][1540/1921] lr: 1.5000e-02 eta: 2:16:19 time: 0.5211 data_time: 0.0226 memory: 8577 grad_norm: 0.0874 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.8980 recall@top3: 0.8452 prec@top3: 0.7823 recall@top5: 0.9898 prec@top5: 0.5592 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 10:37:25 - mmengine - INFO - Epoch(train) [12][1560/1921] lr: 1.5000e-02 eta: 2:16:09 time: 0.5044 data_time: 0.0189 memory: 8654 grad_norm: 0.0930 recall@thr=0.5: 0.6794 prec@thr=0.5: 0.7944 recall@top3: 0.8811 prec@top3: 0.5778 recall@top5: 0.9211 prec@top5: 0.3733 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 10:37:36 - mmengine - INFO - Epoch(train) [12][1580/1921] lr: 1.5000e-02 eta: 2:15:58 time: 0.5370 data_time: 0.0209 memory: 8559 grad_norm: 0.0932 recall@thr=0.5: 0.7635 prec@thr=0.5: 0.7500 recall@top3: 0.9019 prec@top3: 0.6538 recall@top5: 0.9904 prec@top5: 0.4462 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 10:37:46 - mmengine - INFO - Epoch(train) [12][1600/1921] lr: 1.5000e-02 eta: 2:15:48 time: 0.5080 data_time: 0.0195 memory: 8526 grad_norm: 0.0933 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.8361 recall@top3: 0.7694 prec@top3: 0.6444 recall@top5: 0.9306 prec@top5: 0.4667 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 10:37:57 - mmengine - INFO - Epoch(train) [12][1620/1921] lr: 1.5000e-02 eta: 2:15:38 time: 0.5337 data_time: 0.0206 memory: 8542 grad_norm: 0.0864 recall@thr=0.5: 0.6346 prec@thr=0.5: 0.8675 recall@top3: 0.8803 prec@top3: 0.6410 recall@top5: 0.9573 prec@top5: 0.4205 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 10:38:07 - mmengine - INFO - Epoch(train) [12][1640/1921] lr: 1.5000e-02 eta: 2:15:27 time: 0.5203 data_time: 0.0179 memory: 8474 grad_norm: 0.0942 recall@thr=0.5: 0.6095 prec@thr=0.5: 0.7976 recall@top3: 0.7738 prec@top3: 0.6667 recall@top5: 0.8833 prec@top5: 0.4686 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 10:38:17 - mmengine - INFO - Epoch(train) [12][1660/1921] lr: 1.5000e-02 eta: 2:15:17 time: 0.5075 data_time: 0.0205 memory: 8526 grad_norm: 0.0873 recall@thr=0.5: 0.6467 prec@thr=0.5: 0.8333 recall@top3: 0.8200 prec@top3: 0.7067 recall@top5: 0.9733 prec@top5: 0.4960 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 10:38:28 - mmengine - INFO - Epoch(train) [12][1680/1921] lr: 1.5000e-02 eta: 2:15:06 time: 0.5196 data_time: 0.0185 memory: 8542 grad_norm: 0.0933 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8542 recall@top3: 0.8264 prec@top3: 0.7778 recall@top5: 0.9421 prec@top5: 0.5444 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 10:38:38 - mmengine - INFO - Epoch(train) [12][1700/1921] lr: 1.5000e-02 eta: 2:14:56 time: 0.4968 data_time: 0.0178 memory: 8517 grad_norm: 0.0942 recall@thr=0.5: 0.6472 prec@thr=0.5: 0.7444 recall@top3: 0.7889 prec@top3: 0.6667 recall@top5: 0.9056 prec@top5: 0.4733 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 10:38:48 - mmengine - INFO - Epoch(train) [12][1720/1921] lr: 1.5000e-02 eta: 2:14:45 time: 0.5096 data_time: 0.0146 memory: 8500 grad_norm: 0.0904 recall@thr=0.5: 0.7549 prec@thr=0.5: 0.8137 recall@top3: 0.9216 prec@top3: 0.7157 recall@top5: 0.9902 prec@top5: 0.4647 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 10:38:58 - mmengine - INFO - Epoch(train) [12][1740/1921] lr: 1.5000e-02 eta: 2:14:35 time: 0.5102 data_time: 0.0175 memory: 8517 grad_norm: 0.0909 recall@thr=0.5: 0.7287 prec@thr=0.5: 0.6921 recall@top3: 0.7926 prec@top3: 0.6574 recall@top5: 0.9333 prec@top5: 0.4944 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 10:39:08 - mmengine - INFO - Epoch(train) [12][1760/1921] lr: 1.5000e-02 eta: 2:14:24 time: 0.5149 data_time: 0.0197 memory: 8482 grad_norm: 0.0911 recall@thr=0.5: 0.7073 prec@thr=0.5: 0.8542 recall@top3: 0.7771 prec@top3: 0.6354 recall@top5: 0.9375 prec@top5: 0.4750 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 10:39:19 - mmengine - INFO - Epoch(train) [12][1780/1921] lr: 1.5000e-02 eta: 2:14:14 time: 0.5300 data_time: 0.0209 memory: 8620 grad_norm: 0.0916 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.8065 recall@top3: 0.8750 prec@top3: 0.6190 recall@top5: 0.9762 prec@top5: 0.4214 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 10:39:29 - mmengine - INFO - Epoch(train) [12][1800/1921] lr: 1.5000e-02 eta: 2:14:03 time: 0.4876 data_time: 0.0176 memory: 8612 grad_norm: 0.0906 recall@thr=0.5: 0.8007 prec@thr=0.5: 0.7782 recall@top3: 0.8003 prec@top3: 0.7279 recall@top5: 0.9452 prec@top5: 0.5347 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 10:39:40 - mmengine - INFO - Epoch(train) [12][1820/1921] lr: 1.5000e-02 eta: 2:13:53 time: 0.5644 data_time: 0.0165 memory: 8474 grad_norm: 0.0949 recall@thr=0.5: 0.8383 prec@thr=0.5: 0.8083 recall@top3: 0.8917 prec@top3: 0.7417 recall@top5: 0.9692 prec@top5: 0.4850 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 10:39:50 - mmengine - INFO - Epoch(train) [12][1840/1921] lr: 1.5000e-02 eta: 2:13:43 time: 0.5167 data_time: 0.0205 memory: 8474 grad_norm: 0.0892 recall@thr=0.5: 0.7525 prec@thr=0.5: 0.8069 recall@top3: 0.8456 prec@top3: 0.7059 recall@top5: 1.0000 prec@top5: 0.5059 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 10:40:01 - mmengine - INFO - Epoch(train) [12][1860/1921] lr: 1.5000e-02 eta: 2:13:32 time: 0.5071 data_time: 0.0196 memory: 8559 grad_norm: 0.0867 recall@thr=0.5: 0.8556 prec@thr=0.5: 0.8861 recall@top3: 0.9167 prec@top3: 0.6778 recall@top5: 0.9500 prec@top5: 0.4267 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 10:40:06 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 10:40:11 - mmengine - INFO - Epoch(train) [12][1880/1921] lr: 1.5000e-02 eta: 2:13:22 time: 0.5215 data_time: 0.0198 memory: 8482 grad_norm: 0.0921 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.7857 recall@top3: 0.8619 prec@top3: 0.6857 recall@top5: 0.9714 prec@top5: 0.4743 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 10:40:21 - mmengine - INFO - Epoch(train) [12][1900/1921] lr: 1.5000e-02 eta: 2:13:12 time: 0.5200 data_time: 0.0208 memory: 8645 grad_norm: 0.0928 recall@thr=0.5: 0.7184 prec@thr=0.5: 0.7299 recall@top3: 0.8621 prec@top3: 0.6782 recall@top5: 0.9310 prec@top5: 0.4345 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 10:40:32 - mmengine - INFO - Epoch(train) [12][1920/1921] lr: 1.5000e-02 eta: 2:13:01 time: 0.5157 data_time: 0.0198 memory: 8508 grad_norm: 0.0915 recall@thr=0.5: 0.7571 prec@thr=0.5: 0.7795 recall@top3: 0.8286 prec@top3: 0.5810 recall@top5: 0.9595 prec@top5: 0.4229 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 10:40:32 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 10:40:32 - mmengine - INFO - Epoch(train) [12][1921/1921] lr: 1.5000e-02 eta: 2:13:01 time: 0.5079 data_time: 0.0200 memory: 6337 grad_norm: 0.0924 recall@thr=0.5: 0.6812 prec@thr=0.5: 0.7754 recall@top3: 0.7717 prec@top3: 0.6087 recall@top5: 0.9783 prec@top5: 0.4957 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 10:40:32 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/08/31 10:40:39 - mmengine - INFO - Epoch(val) [12][20/6282] eta: 0:04:49 time: 0.0462 data_time: 0.0052 memory: 2274 2022/08/31 10:40:40 - mmengine - INFO - Epoch(val) [12][40/6282] eta: 0:04:24 time: 0.0424 data_time: 0.0025 memory: 2274 2022/08/31 10:40:40 - mmengine - INFO - Epoch(val) [12][60/6282] eta: 0:03:55 time: 0.0379 data_time: 0.0023 memory: 2274 2022/08/31 10:40:41 - mmengine - INFO - Epoch(val) [12][80/6282] eta: 0:04:21 time: 0.0422 data_time: 0.0024 memory: 2274 2022/08/31 10:40:42 - mmengine - INFO - Epoch(val) [12][100/6282] eta: 0:04:04 time: 0.0395 data_time: 0.0020 memory: 2274 2022/08/31 10:40:43 - mmengine - INFO - Epoch(val) [12][120/6282] eta: 0:04:32 time: 0.0442 data_time: 0.0018 memory: 2308 2022/08/31 10:40:44 - mmengine - INFO - Epoch(val) [12][140/6282] eta: 0:04:41 time: 0.0458 data_time: 0.0027 memory: 2308 2022/08/31 10:40:45 - mmengine - INFO - Epoch(val) [12][160/6282] eta: 0:04:31 time: 0.0444 data_time: 0.0029 memory: 2308 2022/08/31 10:40:45 - mmengine - INFO - Epoch(val) [12][180/6282] eta: 0:04:05 time: 0.0402 data_time: 0.0021 memory: 2308 2022/08/31 10:40:46 - mmengine - INFO - Epoch(val) [12][200/6282] eta: 0:04:31 time: 0.0447 data_time: 0.0025 memory: 2308 2022/08/31 10:40:47 - mmengine - INFO - Epoch(val) [12][220/6282] eta: 0:03:40 time: 0.0364 data_time: 0.0026 memory: 2279 2022/08/31 10:40:48 - mmengine - INFO - Epoch(val) [12][240/6282] eta: 0:04:14 time: 0.0422 data_time: 0.0021 memory: 2279 2022/08/31 10:40:49 - mmengine - INFO - Epoch(val) [12][260/6282] eta: 0:03:53 time: 0.0387 data_time: 0.0018 memory: 2279 2022/08/31 10:40:50 - mmengine - INFO - Epoch(val) [12][280/6282] eta: 0:07:16 time: 0.0728 data_time: 0.0033 memory: 2279 2022/08/31 10:40:51 - mmengine - INFO - Epoch(val) [12][300/6282] eta: 0:04:40 time: 0.0469 data_time: 0.0036 memory: 2308 2022/08/31 10:40:52 - mmengine - INFO - Epoch(val) [12][320/6282] eta: 0:05:09 time: 0.0519 data_time: 0.0024 memory: 2308 2022/08/31 10:40:53 - mmengine - INFO - Epoch(val) [12][340/6282] eta: 0:05:01 time: 0.0508 data_time: 0.0029 memory: 2308 2022/08/31 10:40:54 - mmengine - INFO - Epoch(val) [12][360/6282] eta: 0:05:22 time: 0.0545 data_time: 0.0020 memory: 2308 2022/08/31 10:40:55 - mmengine - INFO - Epoch(val) [12][380/6282] eta: 0:05:06 time: 0.0520 data_time: 0.0025 memory: 2308 2022/08/31 10:40:56 - mmengine - INFO - Epoch(val) [12][400/6282] eta: 0:04:25 time: 0.0452 data_time: 0.0026 memory: 2308 2022/08/31 10:40:57 - mmengine - INFO - Epoch(val) [12][420/6282] eta: 0:04:01 time: 0.0413 data_time: 0.0032 memory: 2281 2022/08/31 10:40:58 - mmengine - INFO - Epoch(val) [12][440/6282] eta: 0:03:40 time: 0.0377 data_time: 0.0024 memory: 2281 2022/08/31 10:40:59 - mmengine - INFO - Epoch(val) [12][460/6282] eta: 0:03:48 time: 0.0392 data_time: 0.0024 memory: 2281 2022/08/31 10:40:59 - mmengine - INFO - Epoch(val) [12][480/6282] eta: 0:03:56 time: 0.0408 data_time: 0.0024 memory: 2281 2022/08/31 10:41:00 - mmengine - INFO - Epoch(val) [12][500/6282] eta: 0:04:26 time: 0.0460 data_time: 0.0022 memory: 2281 2022/08/31 10:41:01 - mmengine - INFO - Epoch(val) [12][520/6282] eta: 0:04:11 time: 0.0437 data_time: 0.0024 memory: 2279 2022/08/31 10:41:02 - mmengine - INFO - Epoch(val) [12][540/6282] eta: 0:04:48 time: 0.0503 data_time: 0.0035 memory: 2279 2022/08/31 10:41:03 - mmengine - INFO - Epoch(val) [12][560/6282] eta: 0:04:39 time: 0.0488 data_time: 0.0026 memory: 2279 2022/08/31 10:41:04 - mmengine - INFO - Epoch(val) [12][580/6282] eta: 0:04:05 time: 0.0430 data_time: 0.0019 memory: 2279 2022/08/31 10:41:05 - mmengine - INFO - Epoch(val) [12][600/6282] eta: 0:04:11 time: 0.0443 data_time: 0.0026 memory: 2279 2022/08/31 10:41:06 - mmengine - INFO - Epoch(val) [12][620/6282] eta: 0:04:02 time: 0.0428 data_time: 0.0027 memory: 2279 2022/08/31 10:41:07 - mmengine - INFO - Epoch(val) [12][640/6282] eta: 0:04:05 time: 0.0435 data_time: 0.0031 memory: 2277 2022/08/31 10:41:08 - mmengine - INFO - Epoch(val) [12][660/6282] eta: 0:04:15 time: 0.0454 data_time: 0.0029 memory: 2277 2022/08/31 10:41:09 - mmengine - INFO - Epoch(val) [12][680/6282] eta: 0:03:58 time: 0.0427 data_time: 0.0024 memory: 2277 2022/08/31 10:41:10 - mmengine - INFO - Epoch(val) [12][700/6282] eta: 0:06:39 time: 0.0716 data_time: 0.0028 memory: 2277 2022/08/31 10:41:11 - mmengine - INFO - Epoch(val) [12][720/6282] eta: 0:05:22 time: 0.0580 data_time: 0.0022 memory: 2319 2022/08/31 10:41:12 - mmengine - INFO - Epoch(val) [12][740/6282] eta: 0:04:57 time: 0.0536 data_time: 0.0020 memory: 2308 2022/08/31 10:41:13 - mmengine - INFO - Epoch(val) [12][760/6282] eta: 0:04:22 time: 0.0476 data_time: 0.0026 memory: 2308 2022/08/31 10:41:14 - mmengine - INFO - Epoch(val) [12][780/6282] eta: 0:04:06 time: 0.0447 data_time: 0.0032 memory: 2308 2022/08/31 10:41:15 - mmengine - INFO - Epoch(val) [12][800/6282] eta: 0:03:57 time: 0.0433 data_time: 0.0020 memory: 2308 2022/08/31 10:41:16 - mmengine - INFO - Epoch(val) [12][820/6282] eta: 0:03:40 time: 0.0404 data_time: 0.0017 memory: 2308 2022/08/31 10:41:17 - mmengine - INFO - Epoch(val) [12][840/6282] eta: 0:04:47 time: 0.0529 data_time: 0.0032 memory: 2279 2022/08/31 10:41:18 - mmengine - INFO - Epoch(val) [12][860/6282] eta: 0:05:12 time: 0.0576 data_time: 0.0034 memory: 2279 2022/08/31 10:41:19 - mmengine - INFO - Epoch(val) [12][880/6282] eta: 0:04:44 time: 0.0526 data_time: 0.0023 memory: 2279 2022/08/31 10:41:20 - mmengine - INFO - Epoch(val) [12][900/6282] eta: 0:04:00 time: 0.0447 data_time: 0.0028 memory: 2279 2022/08/31 10:41:21 - mmengine - INFO - Epoch(val) [12][920/6282] eta: 0:04:24 time: 0.0492 data_time: 0.0026 memory: 2279 2022/08/31 10:41:22 - mmengine - INFO - Epoch(val) [12][940/6282] eta: 0:03:44 time: 0.0420 data_time: 0.0032 memory: 2274 2022/08/31 10:41:23 - mmengine - INFO - Epoch(val) [12][960/6282] eta: 0:03:28 time: 0.0392 data_time: 0.0022 memory: 2274 2022/08/31 10:41:23 - mmengine - INFO - Epoch(val) [12][980/6282] eta: 0:03:35 time: 0.0406 data_time: 0.0025 memory: 2274 2022/08/31 10:41:24 - mmengine - INFO - Epoch(val) [12][1000/6282] eta: 0:03:55 time: 0.0447 data_time: 0.0028 memory: 2274 2022/08/31 10:41:25 - mmengine - INFO - Epoch(val) [12][1020/6282] eta: 0:03:50 time: 0.0437 data_time: 0.0028 memory: 2279 2022/08/31 10:41:26 - mmengine - INFO - Epoch(val) [12][1040/6282] eta: 0:03:41 time: 0.0422 data_time: 0.0023 memory: 2279 2022/08/31 10:41:27 - mmengine - INFO - Epoch(val) [12][1060/6282] eta: 0:03:43 time: 0.0429 data_time: 0.0018 memory: 2279 2022/08/31 10:41:28 - mmengine - INFO - Epoch(val) [12][1080/6282] eta: 0:03:44 time: 0.0432 data_time: 0.0023 memory: 2279 2022/08/31 10:41:29 - mmengine - INFO - Epoch(val) [12][1100/6282] eta: 0:03:54 time: 0.0452 data_time: 0.0030 memory: 2279 2022/08/31 10:41:30 - mmengine - INFO - Epoch(val) [12][1120/6282] eta: 0:06:35 time: 0.0766 data_time: 0.0045 memory: 2279 2022/08/31 10:41:31 - mmengine - INFO - Epoch(val) [12][1140/6282] eta: 0:03:54 time: 0.0456 data_time: 0.0021 memory: 2279 2022/08/31 10:41:32 - mmengine - INFO - Epoch(val) [12][1160/6282] eta: 0:04:12 time: 0.0492 data_time: 0.0025 memory: 2279 2022/08/31 10:41:33 - mmengine - INFO - Epoch(val) [12][1180/6282] eta: 0:04:07 time: 0.0486 data_time: 0.0026 memory: 2279 2022/08/31 10:41:34 - mmengine - INFO - Epoch(val) [12][1200/6282] eta: 0:04:28 time: 0.0529 data_time: 0.0032 memory: 2279 2022/08/31 10:41:35 - mmengine - INFO - Epoch(val) [12][1220/6282] eta: 0:04:27 time: 0.0529 data_time: 0.0024 memory: 2279 2022/08/31 10:41:36 - mmengine - INFO - Epoch(val) [12][1240/6282] eta: 0:03:59 time: 0.0475 data_time: 0.0028 memory: 2308 2022/08/31 10:41:37 - mmengine - INFO - Epoch(val) [12][1260/6282] eta: 0:04:24 time: 0.0527 data_time: 0.0050 memory: 2308 2022/08/31 10:41:38 - mmengine - INFO - Epoch(val) [12][1280/6282] eta: 0:03:43 time: 0.0447 data_time: 0.0028 memory: 2308 2022/08/31 10:41:39 - mmengine - INFO - Epoch(val) [12][1300/6282] eta: 0:03:51 time: 0.0465 data_time: 0.0027 memory: 2308 2022/08/31 10:41:40 - mmengine - INFO - Epoch(val) [12][1320/6282] eta: 0:03:30 time: 0.0424 data_time: 0.0020 memory: 2308 2022/08/31 10:41:41 - mmengine - INFO - Epoch(val) [12][1340/6282] eta: 0:03:12 time: 0.0390 data_time: 0.0019 memory: 2308 2022/08/31 10:41:42 - mmengine - INFO - Epoch(val) [12][1360/6282] eta: 0:03:35 time: 0.0438 data_time: 0.0018 memory: 2308 2022/08/31 10:41:43 - mmengine - INFO - Epoch(val) [12][1380/6282] eta: 0:03:28 time: 0.0426 data_time: 0.0020 memory: 2308 2022/08/31 10:41:43 - mmengine - INFO - Epoch(val) [12][1400/6282] eta: 0:03:14 time: 0.0398 data_time: 0.0025 memory: 2308 2022/08/31 10:41:44 - mmengine - INFO - Epoch(val) [12][1420/6282] eta: 0:03:20 time: 0.0413 data_time: 0.0021 memory: 2308 2022/08/31 10:41:45 - mmengine - INFO - Epoch(val) [12][1440/6282] eta: 0:03:39 time: 0.0454 data_time: 0.0025 memory: 2308 2022/08/31 10:41:46 - mmengine - INFO - Epoch(val) [12][1460/6282] eta: 0:04:04 time: 0.0506 data_time: 0.0023 memory: 2308 2022/08/31 10:41:47 - mmengine - INFO - Epoch(val) [12][1480/6282] eta: 0:03:45 time: 0.0470 data_time: 0.0023 memory: 2308 2022/08/31 10:41:48 - mmengine - INFO - Epoch(val) [12][1500/6282] eta: 0:03:27 time: 0.0434 data_time: 0.0021 memory: 2308 2022/08/31 10:41:49 - mmengine - INFO - Epoch(val) [12][1520/6282] eta: 0:03:26 time: 0.0433 data_time: 0.0024 memory: 2352 2022/08/31 10:41:50 - mmengine - INFO - Epoch(val) [12][1540/6282] eta: 0:05:54 time: 0.0747 data_time: 0.0024 memory: 2352 2022/08/31 10:41:51 - mmengine - INFO - Epoch(val) [12][1560/6282] eta: 0:03:30 time: 0.0446 data_time: 0.0023 memory: 2352 2022/08/31 10:41:52 - mmengine - INFO - Epoch(val) [12][1580/6282] eta: 0:03:31 time: 0.0450 data_time: 0.0020 memory: 2352 2022/08/31 10:41:53 - mmengine - INFO - Epoch(val) [12][1600/6282] eta: 0:03:29 time: 0.0448 data_time: 0.0018 memory: 2352 2022/08/31 10:41:54 - mmengine - INFO - Epoch(val) [12][1620/6282] eta: 0:03:20 time: 0.0430 data_time: 0.0022 memory: 2352 2022/08/31 10:41:55 - mmengine - INFO - Epoch(val) [12][1640/6282] eta: 0:03:58 time: 0.0513 data_time: 0.0024 memory: 2308 2022/08/31 10:41:56 - mmengine - INFO - Epoch(val) [12][1660/6282] eta: 0:03:31 time: 0.0458 data_time: 0.0019 memory: 2308 2022/08/31 10:41:57 - mmengine - INFO - Epoch(val) [12][1680/6282] eta: 0:03:02 time: 0.0396 data_time: 0.0019 memory: 2308 2022/08/31 10:41:58 - mmengine - INFO - Epoch(val) [12][1700/6282] eta: 0:04:26 time: 0.0581 data_time: 0.0040 memory: 2308 2022/08/31 10:41:59 - mmengine - INFO - Epoch(val) [12][1720/6282] eta: 0:04:31 time: 0.0596 data_time: 0.0026 memory: 2311 2022/08/31 10:42:00 - mmengine - INFO - Epoch(val) [12][1740/6282] eta: 0:03:32 time: 0.0467 data_time: 0.0026 memory: 2308 2022/08/31 10:42:01 - mmengine - INFO - Epoch(val) [12][1760/6282] eta: 0:03:47 time: 0.0502 data_time: 0.0033 memory: 2308 2022/08/31 10:42:02 - mmengine - INFO - Epoch(val) [12][1780/6282] eta: 0:03:45 time: 0.0501 data_time: 0.0032 memory: 2308 2022/08/31 10:42:03 - mmengine - INFO - Epoch(val) [12][1800/6282] eta: 0:03:55 time: 0.0525 data_time: 0.0023 memory: 2308 2022/08/31 10:42:04 - mmengine - INFO - Epoch(val) [12][1820/6282] eta: 0:04:12 time: 0.0565 data_time: 0.0024 memory: 2308 2022/08/31 10:42:05 - mmengine - INFO - Epoch(val) [12][1840/6282] eta: 0:04:20 time: 0.0587 data_time: 0.0028 memory: 2308 2022/08/31 10:42:06 - mmengine - INFO - Epoch(val) [12][1860/6282] eta: 0:03:24 time: 0.0463 data_time: 0.0025 memory: 2308 2022/08/31 10:42:07 - mmengine - INFO - Epoch(val) [12][1880/6282] eta: 0:03:30 time: 0.0479 data_time: 0.0024 memory: 2308 2022/08/31 10:42:08 - mmengine - INFO - Epoch(val) [12][1900/6282] eta: 0:03:21 time: 0.0459 data_time: 0.0024 memory: 2308 2022/08/31 10:42:09 - mmengine - INFO - Epoch(val) [12][1920/6282] eta: 0:03:38 time: 0.0502 data_time: 0.0026 memory: 2308 2022/08/31 10:42:11 - mmengine - INFO - Epoch(val) [12][1940/6282] eta: 0:05:17 time: 0.0732 data_time: 0.0032 memory: 2308 2022/08/31 10:42:12 - mmengine - INFO - Epoch(val) [12][1960/6282] eta: 0:03:07 time: 0.0435 data_time: 0.0025 memory: 2281 2022/08/31 10:42:12 - mmengine - INFO - Epoch(val) [12][1980/6282] eta: 0:03:00 time: 0.0419 data_time: 0.0023 memory: 2281 2022/08/31 10:42:13 - mmengine - INFO - Epoch(val) [12][2000/6282] eta: 0:02:49 time: 0.0396 data_time: 0.0027 memory: 2281 2022/08/31 10:42:14 - mmengine - INFO - Epoch(val) [12][2020/6282] eta: 0:02:49 time: 0.0397 data_time: 0.0022 memory: 2281 2022/08/31 10:42:15 - mmengine - INFO - Epoch(val) [12][2040/6282] eta: 0:02:45 time: 0.0391 data_time: 0.0024 memory: 2281 2022/08/31 10:42:16 - mmengine - INFO - Epoch(val) [12][2060/6282] eta: 0:02:36 time: 0.0371 data_time: 0.0025 memory: 2281 2022/08/31 10:42:16 - mmengine - INFO - Epoch(val) [12][2080/6282] eta: 0:02:50 time: 0.0405 data_time: 0.0029 memory: 2281 2022/08/31 10:42:17 - mmengine - INFO - Epoch(val) [12][2100/6282] eta: 0:02:32 time: 0.0365 data_time: 0.0021 memory: 2281 2022/08/31 10:42:18 - mmengine - INFO - Epoch(val) [12][2120/6282] eta: 0:02:56 time: 0.0425 data_time: 0.0022 memory: 2281 2022/08/31 10:42:19 - mmengine - INFO - Epoch(val) [12][2140/6282] eta: 0:02:43 time: 0.0394 data_time: 0.0026 memory: 2281 2022/08/31 10:42:20 - mmengine - INFO - Epoch(val) [12][2160/6282] eta: 0:03:01 time: 0.0439 data_time: 0.0022 memory: 2279 2022/08/31 10:42:21 - mmengine - INFO - Epoch(val) [12][2180/6282] eta: 0:03:14 time: 0.0475 data_time: 0.0034 memory: 2279 2022/08/31 10:42:22 - mmengine - INFO - Epoch(val) [12][2200/6282] eta: 0:03:09 time: 0.0464 data_time: 0.0021 memory: 2279 2022/08/31 10:42:22 - mmengine - INFO - Epoch(val) [12][2220/6282] eta: 0:02:59 time: 0.0441 data_time: 0.0020 memory: 2279 2022/08/31 10:42:23 - mmengine - INFO - Epoch(val) [12][2240/6282] eta: 0:03:09 time: 0.0468 data_time: 0.0022 memory: 2279 2022/08/31 10:42:24 - mmengine - INFO - Epoch(val) [12][2260/6282] eta: 0:03:10 time: 0.0474 data_time: 0.0028 memory: 2281 2022/08/31 10:42:25 - mmengine - INFO - Epoch(val) [12][2280/6282] eta: 0:03:12 time: 0.0482 data_time: 0.0034 memory: 2281 2022/08/31 10:42:26 - mmengine - INFO - Epoch(val) [12][2300/6282] eta: 0:02:52 time: 0.0434 data_time: 0.0029 memory: 2281 2022/08/31 10:42:27 - mmengine - INFO - Epoch(val) [12][2320/6282] eta: 0:02:58 time: 0.0451 data_time: 0.0027 memory: 2281 2022/08/31 10:42:28 - mmengine - INFO - Epoch(val) [12][2340/6282] eta: 0:03:03 time: 0.0465 data_time: 0.0026 memory: 2281 2022/08/31 10:42:29 - mmengine - INFO - Epoch(val) [12][2360/6282] eta: 0:02:43 time: 0.0416 data_time: 0.0024 memory: 2279 2022/08/31 10:42:30 - mmengine - INFO - Epoch(val) [12][2380/6282] eta: 0:04:35 time: 0.0706 data_time: 0.0053 memory: 2279 2022/08/31 10:42:31 - mmengine - INFO - Epoch(val) [12][2400/6282] eta: 0:03:03 time: 0.0472 data_time: 0.0036 memory: 2279 2022/08/31 10:42:32 - mmengine - INFO - Epoch(val) [12][2420/6282] eta: 0:02:41 time: 0.0419 data_time: 0.0026 memory: 2279 2022/08/31 10:42:33 - mmengine - INFO - Epoch(val) [12][2440/6282] eta: 0:02:51 time: 0.0447 data_time: 0.0022 memory: 2279 2022/08/31 10:42:34 - mmengine - INFO - Epoch(val) [12][2460/6282] eta: 0:02:43 time: 0.0427 data_time: 0.0029 memory: 2308 2022/08/31 10:42:35 - mmengine - INFO - Epoch(val) [12][2480/6282] eta: 0:03:11 time: 0.0503 data_time: 0.0024 memory: 2308 2022/08/31 10:42:36 - mmengine - INFO - Epoch(val) [12][2500/6282] eta: 0:02:56 time: 0.0466 data_time: 0.0038 memory: 2308 2022/08/31 10:42:37 - mmengine - INFO - Epoch(val) [12][2520/6282] eta: 0:03:09 time: 0.0504 data_time: 0.0027 memory: 2308 2022/08/31 10:42:38 - mmengine - INFO - Epoch(val) [12][2540/6282] eta: 0:03:02 time: 0.0488 data_time: 0.0025 memory: 2311 2022/08/31 10:42:39 - mmengine - INFO - Epoch(val) [12][2560/6282] eta: 0:02:44 time: 0.0442 data_time: 0.0024 memory: 2308 2022/08/31 10:42:40 - mmengine - INFO - Epoch(val) [12][2580/6282] eta: 0:02:45 time: 0.0448 data_time: 0.0022 memory: 2308 2022/08/31 10:42:41 - mmengine - INFO - Epoch(val) [12][2600/6282] eta: 0:02:48 time: 0.0458 data_time: 0.0028 memory: 2308 2022/08/31 10:42:41 - mmengine - INFO - Epoch(val) [12][2620/6282] eta: 0:02:45 time: 0.0452 data_time: 0.0032 memory: 2308 2022/08/31 10:42:42 - mmengine - INFO - Epoch(val) [12][2640/6282] eta: 0:02:39 time: 0.0438 data_time: 0.0024 memory: 2308 2022/08/31 10:42:43 - mmengine - INFO - Epoch(val) [12][2660/6282] eta: 0:02:34 time: 0.0425 data_time: 0.0030 memory: 2348 2022/08/31 10:42:44 - mmengine - INFO - Epoch(val) [12][2680/6282] eta: 0:02:42 time: 0.0452 data_time: 0.0032 memory: 2348 2022/08/31 10:42:45 - mmengine - INFO - Epoch(val) [12][2700/6282] eta: 0:03:02 time: 0.0510 data_time: 0.0036 memory: 2348 2022/08/31 10:42:46 - mmengine - INFO - Epoch(val) [12][2720/6282] eta: 0:02:54 time: 0.0490 data_time: 0.0039 memory: 2348 2022/08/31 10:42:47 - mmengine - INFO - Epoch(val) [12][2740/6282] eta: 0:03:19 time: 0.0564 data_time: 0.0023 memory: 2348 2022/08/31 10:42:48 - mmengine - INFO - Epoch(val) [12][2760/6282] eta: 0:02:45 time: 0.0470 data_time: 0.0023 memory: 2281 2022/08/31 10:42:49 - mmengine - INFO - Epoch(val) [12][2780/6282] eta: 0:02:45 time: 0.0471 data_time: 0.0032 memory: 2281 2022/08/31 10:42:51 - mmengine - INFO - Epoch(val) [12][2800/6282] eta: 0:04:16 time: 0.0737 data_time: 0.0042 memory: 2281 2022/08/31 10:42:52 - mmengine - INFO - Epoch(val) [12][2820/6282] eta: 0:02:50 time: 0.0493 data_time: 0.0024 memory: 2281 2022/08/31 10:42:53 - mmengine - INFO - Epoch(val) [12][2840/6282] eta: 0:02:27 time: 0.0429 data_time: 0.0019 memory: 2281 2022/08/31 10:42:53 - mmengine - INFO - Epoch(val) [12][2860/6282] eta: 0:02:26 time: 0.0429 data_time: 0.0025 memory: 2308 2022/08/31 10:42:54 - mmengine - INFO - Epoch(val) [12][2880/6282] eta: 0:02:24 time: 0.0424 data_time: 0.0026 memory: 2308 2022/08/31 10:42:55 - mmengine - INFO - Epoch(val) [12][2900/6282] eta: 0:02:36 time: 0.0462 data_time: 0.0023 memory: 2308 2022/08/31 10:42:56 - mmengine - INFO - Epoch(val) [12][2920/6282] eta: 0:02:18 time: 0.0413 data_time: 0.0024 memory: 2308 2022/08/31 10:42:57 - mmengine - INFO - Epoch(val) [12][2940/6282] eta: 0:02:17 time: 0.0412 data_time: 0.0020 memory: 2293 2022/08/31 10:42:58 - mmengine - INFO - Epoch(val) [12][2960/6282] eta: 0:02:35 time: 0.0467 data_time: 0.0035 memory: 2293 2022/08/31 10:42:59 - mmengine - INFO - Epoch(val) [12][2980/6282] eta: 0:02:22 time: 0.0430 data_time: 0.0028 memory: 2293 2022/08/31 10:43:00 - mmengine - INFO - Epoch(val) [12][3000/6282] eta: 0:02:24 time: 0.0441 data_time: 0.0020 memory: 2293 2022/08/31 10:43:00 - mmengine - INFO - Epoch(val) [12][3020/6282] eta: 0:02:25 time: 0.0448 data_time: 0.0037 memory: 2308 2022/08/31 10:43:01 - mmengine - INFO - Epoch(val) [12][3040/6282] eta: 0:02:34 time: 0.0477 data_time: 0.0032 memory: 2308 2022/08/31 10:43:02 - mmengine - INFO - Epoch(val) [12][3060/6282] eta: 0:02:48 time: 0.0523 data_time: 0.0027 memory: 2308 2022/08/31 10:43:03 - mmengine - INFO - Epoch(val) [12][3080/6282] eta: 0:02:32 time: 0.0476 data_time: 0.0030 memory: 2308 2022/08/31 10:43:04 - mmengine - INFO - Epoch(val) [12][3100/6282] eta: 0:02:16 time: 0.0428 data_time: 0.0018 memory: 2308 2022/08/31 10:43:05 - mmengine - INFO - Epoch(val) [12][3120/6282] eta: 0:01:49 time: 0.0346 data_time: 0.0020 memory: 2281 2022/08/31 10:43:06 - mmengine - INFO - Epoch(val) [12][3140/6282] eta: 0:01:53 time: 0.0361 data_time: 0.0017 memory: 2281 2022/08/31 10:43:07 - mmengine - INFO - Epoch(val) [12][3160/6282] eta: 0:02:09 time: 0.0416 data_time: 0.0024 memory: 2281 2022/08/31 10:43:07 - mmengine - INFO - Epoch(val) [12][3180/6282] eta: 0:01:56 time: 0.0376 data_time: 0.0018 memory: 2281 2022/08/31 10:43:08 - mmengine - INFO - Epoch(val) [12][3200/6282] eta: 0:02:04 time: 0.0405 data_time: 0.0022 memory: 2308 2022/08/31 10:43:09 - mmengine - INFO - Epoch(val) [12][3220/6282] eta: 0:02:14 time: 0.0439 data_time: 0.0037 memory: 2308 2022/08/31 10:43:10 - mmengine - INFO - Epoch(val) [12][3240/6282] eta: 0:03:35 time: 0.0707 data_time: 0.0024 memory: 2308 2022/08/31 10:43:11 - mmengine - INFO - Epoch(val) [12][3260/6282] eta: 0:01:57 time: 0.0387 data_time: 0.0019 memory: 2308 2022/08/31 10:43:12 - mmengine - INFO - Epoch(val) [12][3280/6282] eta: 0:02:22 time: 0.0474 data_time: 0.0033 memory: 2308 2022/08/31 10:43:13 - mmengine - INFO - Epoch(val) [12][3300/6282] eta: 0:02:38 time: 0.0533 data_time: 0.0021 memory: 2308 2022/08/31 10:43:14 - mmengine - INFO - Epoch(val) [12][3320/6282] eta: 0:02:04 time: 0.0419 data_time: 0.0020 memory: 2308 2022/08/31 10:43:15 - mmengine - INFO - Epoch(val) [12][3340/6282] eta: 0:02:29 time: 0.0507 data_time: 0.0026 memory: 2308 2022/08/31 10:43:16 - mmengine - INFO - Epoch(val) [12][3360/6282] eta: 0:02:14 time: 0.0461 data_time: 0.0018 memory: 2308 2022/08/31 10:43:17 - mmengine - INFO - Epoch(val) [12][3380/6282] eta: 0:02:17 time: 0.0474 data_time: 0.0031 memory: 2308 2022/08/31 10:43:18 - mmengine - INFO - Epoch(val) [12][3400/6282] eta: 0:02:33 time: 0.0533 data_time: 0.0026 memory: 2279 2022/08/31 10:43:19 - mmengine - INFO - Epoch(val) [12][3420/6282] eta: 0:02:01 time: 0.0425 data_time: 0.0026 memory: 2279 2022/08/31 10:43:20 - mmengine - INFO - Epoch(val) [12][3440/6282] eta: 0:02:02 time: 0.0431 data_time: 0.0021 memory: 2279 2022/08/31 10:43:21 - mmengine - INFO - Epoch(val) [12][3460/6282] eta: 0:02:26 time: 0.0518 data_time: 0.0023 memory: 2282 2022/08/31 10:43:22 - mmengine - INFO - Epoch(val) [12][3480/6282] eta: 0:02:22 time: 0.0507 data_time: 0.0023 memory: 2279 2022/08/31 10:43:23 - mmengine - INFO - Epoch(val) [12][3500/6282] eta: 0:01:56 time: 0.0420 data_time: 0.0027 memory: 2279 2022/08/31 10:43:24 - mmengine - INFO - Epoch(val) [12][3520/6282] eta: 0:01:56 time: 0.0423 data_time: 0.0024 memory: 2279 2022/08/31 10:43:24 - mmengine - INFO - Epoch(val) [12][3540/6282] eta: 0:01:51 time: 0.0408 data_time: 0.0020 memory: 2279 2022/08/31 10:43:25 - mmengine - INFO - Epoch(val) [12][3560/6282] eta: 0:01:56 time: 0.0428 data_time: 0.0024 memory: 2279 2022/08/31 10:43:26 - mmengine - INFO - Epoch(val) [12][3580/6282] eta: 0:01:56 time: 0.0433 data_time: 0.0021 memory: 2300 2022/08/31 10:43:27 - mmengine - INFO - Epoch(val) [12][3600/6282] eta: 0:02:00 time: 0.0451 data_time: 0.0031 memory: 2300 2022/08/31 10:43:28 - mmengine - INFO - Epoch(val) [12][3620/6282] eta: 0:02:38 time: 0.0596 data_time: 0.0022 memory: 2302 2022/08/31 10:43:29 - mmengine - INFO - Epoch(val) [12][3640/6282] eta: 0:02:01 time: 0.0459 data_time: 0.0022 memory: 2300 2022/08/31 10:43:31 - mmengine - INFO - Epoch(val) [12][3660/6282] eta: 0:03:21 time: 0.0770 data_time: 0.0031 memory: 2300 2022/08/31 10:43:32 - mmengine - INFO - Epoch(val) [12][3680/6282] eta: 0:01:50 time: 0.0425 data_time: 0.0026 memory: 2308 2022/08/31 10:43:33 - mmengine - INFO - Epoch(val) [12][3700/6282] eta: 0:02:03 time: 0.0480 data_time: 0.0032 memory: 2308 2022/08/31 10:43:34 - mmengine - INFO - Epoch(val) [12][3720/6282] eta: 0:02:04 time: 0.0487 data_time: 0.0026 memory: 2308 2022/08/31 10:43:34 - mmengine - INFO - Epoch(val) [12][3740/6282] eta: 0:01:58 time: 0.0465 data_time: 0.0032 memory: 2308 2022/08/31 10:43:35 - mmengine - INFO - Epoch(val) [12][3760/6282] eta: 0:01:46 time: 0.0422 data_time: 0.0027 memory: 2308 2022/08/31 10:43:36 - mmengine - INFO - Epoch(val) [12][3780/6282] eta: 0:01:39 time: 0.0400 data_time: 0.0025 memory: 2308 2022/08/31 10:43:37 - mmengine - INFO - Epoch(val) [12][3800/6282] eta: 0:01:42 time: 0.0415 data_time: 0.0020 memory: 2308 2022/08/31 10:43:38 - mmengine - INFO - Epoch(val) [12][3820/6282] eta: 0:01:43 time: 0.0420 data_time: 0.0025 memory: 2308 2022/08/31 10:43:39 - mmengine - INFO - Epoch(val) [12][3840/6282] eta: 0:01:45 time: 0.0432 data_time: 0.0024 memory: 2308 2022/08/31 10:43:40 - mmengine - INFO - Epoch(val) [12][3860/6282] eta: 0:01:38 time: 0.0405 data_time: 0.0036 memory: 2308 2022/08/31 10:43:40 - mmengine - INFO - Epoch(val) [12][3880/6282] eta: 0:01:29 time: 0.0373 data_time: 0.0025 memory: 2308 2022/08/31 10:43:41 - mmengine - INFO - Epoch(val) [12][3900/6282] eta: 0:01:29 time: 0.0376 data_time: 0.0031 memory: 2308 2022/08/31 10:43:42 - mmengine - INFO - Epoch(val) [12][3920/6282] eta: 0:01:32 time: 0.0392 data_time: 0.0020 memory: 2308 2022/08/31 10:43:43 - mmengine - INFO - Epoch(val) [12][3940/6282] eta: 0:01:23 time: 0.0358 data_time: 0.0021 memory: 2308 2022/08/31 10:43:43 - mmengine - INFO - Epoch(val) [12][3960/6282] eta: 0:01:44 time: 0.0450 data_time: 0.0020 memory: 2308 2022/08/31 10:43:44 - mmengine - INFO - Epoch(val) [12][3980/6282] eta: 0:01:47 time: 0.0465 data_time: 0.0030 memory: 2308 2022/08/31 10:43:45 - mmengine - INFO - Epoch(val) [12][4000/6282] eta: 0:01:43 time: 0.0453 data_time: 0.0025 memory: 2308 2022/08/31 10:43:46 - mmengine - INFO - Epoch(val) [12][4020/6282] eta: 0:01:43 time: 0.0459 data_time: 0.0021 memory: 2308 2022/08/31 10:43:47 - mmengine - INFO - Epoch(val) [12][4040/6282] eta: 0:01:45 time: 0.0469 data_time: 0.0022 memory: 2348 2022/08/31 10:43:48 - mmengine - INFO - Epoch(val) [12][4060/6282] eta: 0:01:46 time: 0.0480 data_time: 0.0024 memory: 2348 2022/08/31 10:43:49 - mmengine - INFO - Epoch(val) [12][4080/6282] eta: 0:01:47 time: 0.0489 data_time: 0.0029 memory: 2348 2022/08/31 10:43:51 - mmengine - INFO - Epoch(val) [12][4100/6282] eta: 0:02:35 time: 0.0711 data_time: 0.0047 memory: 2348 2022/08/31 10:43:51 - mmengine - INFO - Epoch(val) [12][4120/6282] eta: 0:01:40 time: 0.0463 data_time: 0.0021 memory: 2348 2022/08/31 10:43:52 - mmengine - INFO - Epoch(val) [12][4140/6282] eta: 0:01:34 time: 0.0439 data_time: 0.0020 memory: 2348 2022/08/31 10:43:53 - mmengine - INFO - Epoch(val) [12][4160/6282] eta: 0:01:34 time: 0.0444 data_time: 0.0023 memory: 2279 2022/08/31 10:43:54 - mmengine - INFO - Epoch(val) [12][4180/6282] eta: 0:01:29 time: 0.0424 data_time: 0.0024 memory: 2279 2022/08/31 10:43:55 - mmengine - INFO - Epoch(val) [12][4200/6282] eta: 0:01:29 time: 0.0428 data_time: 0.0022 memory: 2279 2022/08/31 10:43:56 - mmengine - INFO - Epoch(val) [12][4220/6282] eta: 0:01:20 time: 0.0389 data_time: 0.0022 memory: 2279 2022/08/31 10:43:57 - mmengine - INFO - Epoch(val) [12][4240/6282] eta: 0:01:33 time: 0.0457 data_time: 0.0027 memory: 2279 2022/08/31 10:43:58 - mmengine - INFO - Epoch(val) [12][4260/6282] eta: 0:01:24 time: 0.0419 data_time: 0.0023 memory: 2279 2022/08/31 10:43:58 - mmengine - INFO - Epoch(val) [12][4280/6282] eta: 0:01:22 time: 0.0413 data_time: 0.0022 memory: 2279 2022/08/31 10:43:59 - mmengine - INFO - Epoch(val) [12][4300/6282] eta: 0:01:24 time: 0.0425 data_time: 0.0020 memory: 2279 2022/08/31 10:44:00 - mmengine - INFO - Epoch(val) [12][4320/6282] eta: 0:01:19 time: 0.0407 data_time: 0.0023 memory: 2279 2022/08/31 10:44:01 - mmengine - INFO - Epoch(val) [12][4340/6282] eta: 0:01:14 time: 0.0383 data_time: 0.0018 memory: 2279 2022/08/31 10:44:02 - mmengine - INFO - Epoch(val) [12][4360/6282] eta: 0:01:14 time: 0.0386 data_time: 0.0027 memory: 2308 2022/08/31 10:44:02 - mmengine - INFO - Epoch(val) [12][4380/6282] eta: 0:01:17 time: 0.0407 data_time: 0.0032 memory: 2308 2022/08/31 10:44:03 - mmengine - INFO - Epoch(val) [12][4400/6282] eta: 0:01:21 time: 0.0434 data_time: 0.0022 memory: 2308 2022/08/31 10:44:04 - mmengine - INFO - Epoch(val) [12][4420/6282] eta: 0:01:14 time: 0.0400 data_time: 0.0033 memory: 2308 2022/08/31 10:44:05 - mmengine - INFO - Epoch(val) [12][4440/6282] eta: 0:01:19 time: 0.0432 data_time: 0.0018 memory: 2312 2022/08/31 10:44:06 - mmengine - INFO - Epoch(val) [12][4460/6282] eta: 0:01:13 time: 0.0401 data_time: 0.0023 memory: 2312 2022/08/31 10:44:07 - mmengine - INFO - Epoch(val) [12][4480/6282] eta: 0:01:10 time: 0.0393 data_time: 0.0026 memory: 2312 2022/08/31 10:44:07 - mmengine - INFO - Epoch(val) [12][4500/6282] eta: 0:01:20 time: 0.0449 data_time: 0.0027 memory: 2312 2022/08/31 10:44:08 - mmengine - INFO - Epoch(val) [12][4520/6282] eta: 0:01:13 time: 0.0417 data_time: 0.0024 memory: 2312 2022/08/31 10:44:09 - mmengine - INFO - Epoch(val) [12][4540/6282] eta: 0:01:12 time: 0.0414 data_time: 0.0024 memory: 2281 2022/08/31 10:44:11 - mmengine - INFO - Epoch(val) [12][4560/6282] eta: 0:02:05 time: 0.0730 data_time: 0.0036 memory: 2281 2022/08/31 10:44:12 - mmengine - INFO - Epoch(val) [12][4580/6282] eta: 0:01:19 time: 0.0470 data_time: 0.0021 memory: 2281 2022/08/31 10:44:12 - mmengine - INFO - Epoch(val) [12][4600/6282] eta: 0:01:04 time: 0.0386 data_time: 0.0019 memory: 2281 2022/08/31 10:44:13 - mmengine - INFO - Epoch(val) [12][4620/6282] eta: 0:01:19 time: 0.0476 data_time: 0.0039 memory: 2281 2022/08/31 10:44:14 - mmengine - INFO - Epoch(val) [12][4640/6282] eta: 0:01:13 time: 0.0446 data_time: 0.0040 memory: 2312 2022/08/31 10:44:15 - mmengine - INFO - Epoch(val) [12][4660/6282] eta: 0:01:10 time: 0.0436 data_time: 0.0024 memory: 2312 2022/08/31 10:44:16 - mmengine - INFO - Epoch(val) [12][4680/6282] eta: 0:01:13 time: 0.0461 data_time: 0.0024 memory: 2312 2022/08/31 10:44:17 - mmengine - INFO - Epoch(val) [12][4700/6282] eta: 0:01:07 time: 0.0424 data_time: 0.0024 memory: 2312 2022/08/31 10:44:18 - mmengine - INFO - Epoch(val) [12][4720/6282] eta: 0:01:09 time: 0.0444 data_time: 0.0022 memory: 2312 2022/08/31 10:44:19 - mmengine - INFO - Epoch(val) [12][4740/6282] eta: 0:01:04 time: 0.0417 data_time: 0.0023 memory: 2292 2022/08/31 10:44:20 - mmengine - INFO - Epoch(val) [12][4760/6282] eta: 0:01:13 time: 0.0484 data_time: 0.0026 memory: 2292 2022/08/31 10:44:20 - mmengine - INFO - Epoch(val) [12][4780/6282] eta: 0:00:55 time: 0.0369 data_time: 0.0019 memory: 2292 2022/08/31 10:44:21 - mmengine - INFO - Epoch(val) [12][4800/6282] eta: 0:00:58 time: 0.0397 data_time: 0.0019 memory: 2292 2022/08/31 10:44:22 - mmengine - INFO - Epoch(val) [12][4820/6282] eta: 0:00:54 time: 0.0375 data_time: 0.0020 memory: 2308 2022/08/31 10:44:23 - mmengine - INFO - Epoch(val) [12][4840/6282] eta: 0:01:05 time: 0.0451 data_time: 0.0030 memory: 2308 2022/08/31 10:44:24 - mmengine - INFO - Epoch(val) [12][4860/6282] eta: 0:00:56 time: 0.0394 data_time: 0.0031 memory: 2308 2022/08/31 10:44:24 - mmengine - INFO - Epoch(val) [12][4880/6282] eta: 0:00:59 time: 0.0424 data_time: 0.0021 memory: 2308 2022/08/31 10:44:25 - mmengine - INFO - Epoch(val) [12][4900/6282] eta: 0:00:55 time: 0.0401 data_time: 0.0020 memory: 2308 2022/08/31 10:44:26 - mmengine - INFO - Epoch(val) [12][4920/6282] eta: 0:00:53 time: 0.0393 data_time: 0.0025 memory: 2310 2022/08/31 10:44:27 - mmengine - INFO - Epoch(val) [12][4940/6282] eta: 0:00:56 time: 0.0424 data_time: 0.0023 memory: 2310 2022/08/31 10:44:28 - mmengine - INFO - Epoch(val) [12][4960/6282] eta: 0:01:05 time: 0.0492 data_time: 0.0023 memory: 2310 2022/08/31 10:44:29 - mmengine - INFO - Epoch(val) [12][4980/6282] eta: 0:01:01 time: 0.0472 data_time: 0.0024 memory: 2310 2022/08/31 10:44:30 - mmengine - INFO - Epoch(val) [12][5000/6282] eta: 0:01:37 time: 0.0760 data_time: 0.0025 memory: 2310 2022/08/31 10:44:31 - mmengine - INFO - Epoch(val) [12][5020/6282] eta: 0:00:57 time: 0.0455 data_time: 0.0027 memory: 2310 2022/08/31 10:44:32 - mmengine - INFO - Epoch(val) [12][5040/6282] eta: 0:00:50 time: 0.0406 data_time: 0.0019 memory: 2281 2022/08/31 10:44:33 - mmengine - INFO - Epoch(val) [12][5060/6282] eta: 0:00:58 time: 0.0479 data_time: 0.0027 memory: 2281 2022/08/31 10:44:34 - mmengine - INFO - Epoch(val) [12][5080/6282] eta: 0:01:00 time: 0.0506 data_time: 0.0022 memory: 2281 2022/08/31 10:44:35 - mmengine - INFO - Epoch(val) [12][5100/6282] eta: 0:00:51 time: 0.0433 data_time: 0.0024 memory: 2281 2022/08/31 10:44:36 - mmengine - INFO - Epoch(val) [12][5120/6282] eta: 0:00:56 time: 0.0488 data_time: 0.0026 memory: 2281 2022/08/31 10:44:37 - mmengine - INFO - Epoch(val) [12][5140/6282] eta: 0:00:43 time: 0.0381 data_time: 0.0032 memory: 2279 2022/08/31 10:44:38 - mmengine - INFO - Epoch(val) [12][5160/6282] eta: 0:00:51 time: 0.0463 data_time: 0.0026 memory: 2279 2022/08/31 10:44:39 - mmengine - INFO - Epoch(val) [12][5180/6282] eta: 0:00:50 time: 0.0459 data_time: 0.0022 memory: 2279 2022/08/31 10:44:40 - mmengine - INFO - Epoch(val) [12][5200/6282] eta: 0:00:47 time: 0.0442 data_time: 0.0023 memory: 2279 2022/08/31 10:44:40 - mmengine - INFO - Epoch(val) [12][5220/6282] eta: 0:00:46 time: 0.0442 data_time: 0.0018 memory: 2279 2022/08/31 10:44:41 - mmengine - INFO - Epoch(val) [12][5240/6282] eta: 0:00:56 time: 0.0545 data_time: 0.0023 memory: 2282 2022/08/31 10:44:43 - mmengine - INFO - Epoch(val) [12][5260/6282] eta: 0:00:51 time: 0.0507 data_time: 0.0021 memory: 2279 2022/08/31 10:44:44 - mmengine - INFO - Epoch(val) [12][5280/6282] eta: 0:00:52 time: 0.0527 data_time: 0.0032 memory: 2279 2022/08/31 10:44:45 - mmengine - INFO - Epoch(val) [12][5300/6282] eta: 0:00:51 time: 0.0521 data_time: 0.0031 memory: 2279 2022/08/31 10:44:46 - mmengine - INFO - Epoch(val) [12][5320/6282] eta: 0:00:45 time: 0.0476 data_time: 0.0028 memory: 2279 2022/08/31 10:44:47 - mmengine - INFO - Epoch(val) [12][5340/6282] eta: 0:00:46 time: 0.0489 data_time: 0.0025 memory: 2279 2022/08/31 10:44:47 - mmengine - INFO - Epoch(val) [12][5360/6282] eta: 0:00:39 time: 0.0432 data_time: 0.0029 memory: 2279 2022/08/31 10:44:49 - mmengine - INFO - Epoch(val) [12][5380/6282] eta: 0:00:46 time: 0.0519 data_time: 0.0036 memory: 2279 2022/08/31 10:44:49 - mmengine - INFO - Epoch(val) [12][5400/6282] eta: 0:00:38 time: 0.0432 data_time: 0.0019 memory: 2279 2022/08/31 10:44:51 - mmengine - INFO - Epoch(val) [12][5420/6282] eta: 0:00:56 time: 0.0660 data_time: 0.0025 memory: 2279 2022/08/31 10:44:52 - mmengine - INFO - Epoch(val) [12][5440/6282] eta: 0:00:36 time: 0.0435 data_time: 0.0022 memory: 2279 2022/08/31 10:44:52 - mmengine - INFO - Epoch(val) [12][5460/6282] eta: 0:00:33 time: 0.0406 data_time: 0.0031 memory: 2279 2022/08/31 10:44:53 - mmengine - INFO - Epoch(val) [12][5480/6282] eta: 0:00:34 time: 0.0429 data_time: 0.0029 memory: 2279 2022/08/31 10:44:54 - mmengine - INFO - Epoch(val) [12][5500/6282] eta: 0:00:30 time: 0.0391 data_time: 0.0024 memory: 2279 2022/08/31 10:44:55 - mmengine - INFO - Epoch(val) [12][5520/6282] eta: 0:00:37 time: 0.0487 data_time: 0.0020 memory: 2289 2022/08/31 10:44:56 - mmengine - INFO - Epoch(val) [12][5540/6282] eta: 0:00:37 time: 0.0504 data_time: 0.0025 memory: 2289 2022/08/31 10:44:57 - mmengine - INFO - Epoch(val) [12][5560/6282] eta: 0:00:30 time: 0.0423 data_time: 0.0018 memory: 2289 2022/08/31 10:44:58 - mmengine - INFO - Epoch(val) [12][5580/6282] eta: 0:00:26 time: 0.0380 data_time: 0.0020 memory: 2289 2022/08/31 10:44:59 - mmengine - INFO - Epoch(val) [12][5600/6282] eta: 0:00:29 time: 0.0437 data_time: 0.0029 memory: 2289 2022/08/31 10:44:59 - mmengine - INFO - Epoch(val) [12][5620/6282] eta: 0:00:28 time: 0.0429 data_time: 0.0032 memory: 2289 2022/08/31 10:45:00 - mmengine - INFO - Epoch(val) [12][5640/6282] eta: 0:00:28 time: 0.0449 data_time: 0.0022 memory: 2279 2022/08/31 10:45:02 - mmengine - INFO - Epoch(val) [12][5660/6282] eta: 0:00:42 time: 0.0687 data_time: 0.0026 memory: 2279 2022/08/31 10:45:03 - mmengine - INFO - Epoch(val) [12][5680/6282] eta: 0:00:24 time: 0.0404 data_time: 0.0017 memory: 2279 2022/08/31 10:45:03 - mmengine - INFO - Epoch(val) [12][5700/6282] eta: 0:00:25 time: 0.0434 data_time: 0.0027 memory: 2279 2022/08/31 10:45:04 - mmengine - INFO - Epoch(val) [12][5720/6282] eta: 0:00:23 time: 0.0417 data_time: 0.0023 memory: 2296 2022/08/31 10:45:05 - mmengine - INFO - Epoch(val) [12][5740/6282] eta: 0:00:20 time: 0.0377 data_time: 0.0023 memory: 2296 2022/08/31 10:45:06 - mmengine - INFO - Epoch(val) [12][5760/6282] eta: 0:00:24 time: 0.0478 data_time: 0.0024 memory: 2296 2022/08/31 10:45:07 - mmengine - INFO - Epoch(val) [12][5780/6282] eta: 0:00:26 time: 0.0532 data_time: 0.0032 memory: 2296 2022/08/31 10:45:08 - mmengine - INFO - Epoch(val) [12][5800/6282] eta: 0:00:20 time: 0.0425 data_time: 0.0021 memory: 2296 2022/08/31 10:45:09 - mmengine - INFO - Epoch(val) [12][5820/6282] eta: 0:00:22 time: 0.0486 data_time: 0.0041 memory: 2296 2022/08/31 10:45:10 - mmengine - INFO - Epoch(val) [12][5840/6282] eta: 0:00:21 time: 0.0483 data_time: 0.0026 memory: 2289 2022/08/31 10:45:11 - mmengine - INFO - Epoch(val) [12][5860/6282] eta: 0:00:19 time: 0.0454 data_time: 0.0047 memory: 2289 2022/08/31 10:45:12 - mmengine - INFO - Epoch(val) [12][5880/6282] eta: 0:00:16 time: 0.0411 data_time: 0.0026 memory: 2289 2022/08/31 10:45:13 - mmengine - INFO - Epoch(val) [12][5900/6282] eta: 0:00:16 time: 0.0444 data_time: 0.0033 memory: 2289 2022/08/31 10:45:13 - mmengine - INFO - Epoch(val) [12][5920/6282] eta: 0:00:14 time: 0.0404 data_time: 0.0021 memory: 2289 2022/08/31 10:45:14 - mmengine - INFO - Epoch(val) [12][5940/6282] eta: 0:00:12 time: 0.0375 data_time: 0.0022 memory: 2279 2022/08/31 10:45:15 - mmengine - INFO - Epoch(val) [12][5960/6282] eta: 0:00:12 time: 0.0383 data_time: 0.0021 memory: 2279 2022/08/31 10:45:16 - mmengine - INFO - Epoch(val) [12][5980/6282] eta: 0:00:10 time: 0.0332 data_time: 0.0020 memory: 2279 2022/08/31 10:45:16 - mmengine - INFO - Epoch(val) [12][6000/6282] eta: 0:00:11 time: 0.0408 data_time: 0.0021 memory: 2308 2022/08/31 10:45:17 - mmengine - INFO - Epoch(val) [12][6020/6282] eta: 0:00:10 time: 0.0399 data_time: 0.0024 memory: 2308 2022/08/31 10:45:18 - mmengine - INFO - Epoch(val) [12][6040/6282] eta: 0:00:10 time: 0.0446 data_time: 0.0017 memory: 2308 2022/08/31 10:45:19 - mmengine - INFO - Epoch(val) [12][6060/6282] eta: 0:00:10 time: 0.0466 data_time: 0.0040 memory: 2308 2022/08/31 10:45:20 - mmengine - INFO - Epoch(val) [12][6080/6282] eta: 0:00:14 time: 0.0700 data_time: 0.0027 memory: 2308 2022/08/31 10:45:21 - mmengine - INFO - Epoch(val) [12][6100/6282] eta: 0:00:06 time: 0.0381 data_time: 0.0018 memory: 2308 2022/08/31 10:45:22 - mmengine - INFO - Epoch(val) [12][6120/6282] eta: 0:00:06 time: 0.0413 data_time: 0.0017 memory: 2308 2022/08/31 10:45:23 - mmengine - INFO - Epoch(val) [12][6140/6282] eta: 0:00:05 time: 0.0399 data_time: 0.0013 memory: 2308 2022/08/31 10:45:24 - mmengine - INFO - Epoch(val) [12][6160/6282] eta: 0:00:04 time: 0.0400 data_time: 0.0013 memory: 2308 2022/08/31 10:45:24 - mmengine - INFO - Epoch(val) [12][6180/6282] eta: 0:00:03 time: 0.0302 data_time: 0.0013 memory: 2308 2022/08/31 10:45:25 - mmengine - INFO - Epoch(val) [12][6200/6282] eta: 0:00:02 time: 0.0270 data_time: 0.0012 memory: 2308 2022/08/31 10:45:25 - mmengine - INFO - Epoch(val) [12][6220/6282] eta: 0:00:01 time: 0.0282 data_time: 0.0012 memory: 2308 2022/08/31 10:45:26 - mmengine - INFO - Epoch(val) [12][6240/6282] eta: 0:00:01 time: 0.0278 data_time: 0.0012 memory: 2308 2022/08/31 10:45:26 - mmengine - INFO - Epoch(val) [12][6260/6282] eta: 0:00:00 time: 0.0272 data_time: 0.0012 memory: 2308 2022/08/31 10:45:27 - mmengine - INFO - Epoch(val) [12][6280/6282] eta: 0:00:00 time: 0.0344 data_time: 0.0013 memory: 2308 2022/08/31 10:50:59 - mmengine - INFO - Epoch(val) [12][6282/6282] mAP/mAP@0.5IOU: 0.2405 2022/08/31 10:50:59 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_12.pth is removed 2022/08/31 10:51:02 - mmengine - INFO - The best checkpoint with 0.2405 mAP/mAP@0.5IOU at 13 epoch is saved to best_mAP/mAP@0.5IOU_epoch_13.pth. 2022/08/31 10:51:13 - mmengine - INFO - Epoch(train) [13][20/1921] lr: 1.5000e-02 eta: 2:12:50 time: 0.5395 data_time: 0.0330 memory: 8568 grad_norm: 0.0934 recall@thr=0.5: 0.7785 prec@thr=0.5: 0.9254 recall@top3: 0.9101 prec@top3: 0.7544 recall@top5: 0.9759 prec@top5: 0.4947 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 10:51:23 - mmengine - INFO - Epoch(train) [13][40/1921] lr: 1.5000e-02 eta: 2:12:40 time: 0.5102 data_time: 0.0215 memory: 8517 grad_norm: 0.0916 recall@thr=0.5: 0.8881 prec@thr=0.5: 0.9196 recall@top3: 0.9440 prec@top3: 0.7143 recall@top5: 0.9690 prec@top5: 0.4500 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 10:51:34 - mmengine - INFO - Epoch(train) [13][60/1921] lr: 1.5000e-02 eta: 2:12:29 time: 0.5234 data_time: 0.0222 memory: 8542 grad_norm: 0.0910 recall@thr=0.5: 0.7533 prec@thr=0.5: 0.6600 recall@top3: 0.8267 prec@top3: 0.5867 recall@top5: 0.9333 prec@top5: 0.3920 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 10:51:44 - mmengine - INFO - Epoch(train) [13][80/1921] lr: 1.5000e-02 eta: 2:12:19 time: 0.5184 data_time: 0.0222 memory: 8671 grad_norm: 0.0923 recall@thr=0.5: 0.7451 prec@thr=0.5: 0.8317 recall@top3: 0.8415 prec@top3: 0.7712 recall@top5: 0.9771 prec@top5: 0.5529 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 10:51:55 - mmengine - INFO - Epoch(train) [13][100/1921] lr: 1.5000e-02 eta: 2:12:09 time: 0.5282 data_time: 0.0254 memory: 8559 grad_norm: 0.0900 recall@thr=0.5: 0.7012 prec@thr=0.5: 0.7221 recall@top3: 0.7857 prec@top3: 0.7054 recall@top5: 0.9364 prec@top5: 0.4930 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 10:52:06 - mmengine - INFO - Epoch(train) [13][120/1921] lr: 1.5000e-02 eta: 2:11:59 time: 0.5570 data_time: 0.0230 memory: 8602 grad_norm: 0.0863 recall@thr=0.5: 0.6338 prec@thr=0.5: 0.7778 recall@top3: 0.8081 prec@top3: 0.7374 recall@top5: 0.9798 prec@top5: 0.5394 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 10:52:16 - mmengine - INFO - Epoch(train) [13][140/1921] lr: 1.5000e-02 eta: 2:11:48 time: 0.4916 data_time: 0.0194 memory: 8577 grad_norm: 0.0916 recall@thr=0.5: 0.7716 prec@thr=0.5: 0.7160 recall@top3: 0.8580 prec@top3: 0.5556 recall@top5: 0.9383 prec@top5: 0.3778 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 10:52:26 - mmengine - INFO - Epoch(train) [13][160/1921] lr: 1.5000e-02 eta: 2:11:38 time: 0.5188 data_time: 0.0163 memory: 8552 grad_norm: 0.0915 recall@thr=0.5: 0.7854 prec@thr=0.5: 0.6934 recall@top3: 0.7879 prec@top3: 0.6263 recall@top5: 0.9545 prec@top5: 0.4788 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 10:52:36 - mmengine - INFO - Epoch(train) [13][180/1921] lr: 1.5000e-02 eta: 2:11:27 time: 0.4983 data_time: 0.0188 memory: 8594 grad_norm: 0.0869 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.7500 recall@top3: 0.8287 prec@top3: 0.5648 recall@top5: 0.9421 prec@top5: 0.3944 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 10:52:47 - mmengine - INFO - Epoch(train) [13][200/1921] lr: 1.5000e-02 eta: 2:11:17 time: 0.5233 data_time: 0.0170 memory: 8542 grad_norm: 0.0928 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8333 recall@top3: 0.8125 prec@top3: 0.6944 recall@top5: 0.9792 prec@top5: 0.5083 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 10:52:57 - mmengine - INFO - Epoch(train) [13][220/1921] lr: 1.5000e-02 eta: 2:11:06 time: 0.5218 data_time: 0.0184 memory: 8568 grad_norm: 0.0906 recall@thr=0.5: 0.7713 prec@thr=0.5: 0.9128 recall@top3: 0.8953 prec@top3: 0.7907 recall@top5: 0.9671 prec@top5: 0.5163 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 10:53:08 - mmengine - INFO - Epoch(train) [13][240/1921] lr: 1.5000e-02 eta: 2:10:56 time: 0.5292 data_time: 0.0190 memory: 8559 grad_norm: 0.0900 recall@thr=0.5: 0.7990 prec@thr=0.5: 0.8706 recall@top3: 0.9118 prec@top3: 0.7353 recall@top5: 0.9926 prec@top5: 0.4824 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 10:53:18 - mmengine - INFO - Epoch(train) [13][260/1921] lr: 1.5000e-02 eta: 2:10:46 time: 0.5079 data_time: 0.0197 memory: 8482 grad_norm: 0.0942 recall@thr=0.5: 0.6979 prec@thr=0.5: 0.7406 recall@top3: 0.7969 prec@top3: 0.5833 recall@top5: 0.8750 prec@top5: 0.4000 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 10:53:28 - mmengine - INFO - Epoch(train) [13][280/1921] lr: 1.5000e-02 eta: 2:10:35 time: 0.5313 data_time: 0.0194 memory: 8594 grad_norm: 0.0920 recall@thr=0.5: 0.6432 prec@thr=0.5: 0.7917 recall@top3: 0.7526 prec@top3: 0.6979 recall@top5: 0.8750 prec@top5: 0.4937 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 10:53:39 - mmengine - INFO - Epoch(train) [13][300/1921] lr: 1.5000e-02 eta: 2:10:25 time: 0.5115 data_time: 0.0184 memory: 8620 grad_norm: 0.0912 recall@thr=0.5: 0.7815 prec@thr=0.5: 0.7833 recall@top3: 0.8278 prec@top3: 0.7407 recall@top5: 0.9519 prec@top5: 0.5200 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 10:53:50 - mmengine - INFO - Epoch(train) [13][320/1921] lr: 1.5000e-02 eta: 2:10:15 time: 0.5600 data_time: 0.0205 memory: 8482 grad_norm: 0.0891 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.8120 recall@top3: 0.8632 prec@top3: 0.7009 recall@top5: 0.9786 prec@top5: 0.4872 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 10:54:00 - mmengine - INFO - Epoch(train) [13][340/1921] lr: 1.5000e-02 eta: 2:10:05 time: 0.5160 data_time: 0.0188 memory: 8542 grad_norm: 0.0901 recall@thr=0.5: 0.7444 prec@thr=0.5: 0.8389 recall@top3: 0.8833 prec@top3: 0.8000 recall@top5: 0.9750 prec@top5: 0.5333 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 10:54:11 - mmengine - INFO - Epoch(train) [13][360/1921] lr: 1.5000e-02 eta: 2:09:54 time: 0.5388 data_time: 0.0198 memory: 8612 grad_norm: 0.0930 recall@thr=0.5: 0.7566 prec@thr=0.5: 0.8202 recall@top3: 0.8421 prec@top3: 0.8158 recall@top5: 0.9605 prec@top5: 0.5632 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 10:54:21 - mmengine - INFO - Epoch(train) [13][380/1921] lr: 1.5000e-02 eta: 2:09:44 time: 0.5218 data_time: 0.0182 memory: 8447 grad_norm: 0.0913 recall@thr=0.5: 0.8559 prec@thr=0.5: 0.8266 recall@top3: 0.8941 prec@top3: 0.6847 recall@top5: 0.9910 prec@top5: 0.4757 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 10:54:32 - mmengine - INFO - Epoch(train) [13][400/1921] lr: 1.5000e-02 eta: 2:09:34 time: 0.5137 data_time: 0.0192 memory: 8559 grad_norm: 0.0918 recall@thr=0.5: 0.6860 prec@thr=0.5: 0.8851 recall@top3: 0.8627 prec@top3: 0.8333 recall@top5: 0.9632 prec@top5: 0.5632 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 10:54:42 - mmengine - INFO - Epoch(train) [13][420/1921] lr: 1.5000e-02 eta: 2:09:23 time: 0.5186 data_time: 0.0172 memory: 8534 grad_norm: 0.0924 recall@thr=0.5: 0.6813 prec@thr=0.5: 0.8434 recall@top3: 0.8389 prec@top3: 0.7576 recall@top5: 0.9525 prec@top5: 0.5212 loss_action_cls: 0.0304 loss: 0.0304 2022/08/31 10:54:53 - mmengine - INFO - Epoch(train) [13][440/1921] lr: 1.5000e-02 eta: 2:09:13 time: 0.5272 data_time: 0.0184 memory: 8534 grad_norm: 0.0905 recall@thr=0.5: 0.7530 prec@thr=0.5: 0.7798 recall@top3: 0.8750 prec@top3: 0.5952 recall@top5: 0.9345 prec@top5: 0.3929 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 10:55:03 - mmengine - INFO - Epoch(train) [13][460/1921] lr: 1.5000e-02 eta: 2:09:03 time: 0.5160 data_time: 0.0200 memory: 8500 grad_norm: 0.0904 recall@thr=0.5: 0.8038 prec@thr=0.5: 0.8737 recall@top3: 0.8817 prec@top3: 0.7849 recall@top5: 0.9785 prec@top5: 0.5290 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 10:55:13 - mmengine - INFO - Epoch(train) [13][480/1921] lr: 1.5000e-02 eta: 2:08:52 time: 0.5193 data_time: 0.0179 memory: 8508 grad_norm: 0.0895 recall@thr=0.5: 0.6361 prec@thr=0.5: 0.7222 recall@top3: 0.7750 prec@top3: 0.6556 recall@top5: 0.9139 prec@top5: 0.4867 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 10:55:23 - mmengine - INFO - Epoch(train) [13][500/1921] lr: 1.5000e-02 eta: 2:08:42 time: 0.5029 data_time: 0.0183 memory: 8671 grad_norm: 0.0899 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8070 recall@top3: 0.8114 prec@top3: 0.5789 recall@top5: 0.9342 prec@top5: 0.4105 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 10:55:34 - mmengine - INFO - Epoch(train) [13][520/1921] lr: 1.5000e-02 eta: 2:08:31 time: 0.5229 data_time: 0.0230 memory: 8517 grad_norm: 0.0881 recall@thr=0.5: 0.7483 prec@thr=0.5: 0.8141 recall@top3: 0.7594 prec@top3: 0.6923 recall@top5: 0.9479 prec@top5: 0.5385 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 10:55:44 - mmengine - INFO - Epoch(train) [13][540/1921] lr: 1.5000e-02 eta: 2:08:21 time: 0.5027 data_time: 0.0192 memory: 8585 grad_norm: 0.0927 recall@thr=0.5: 0.7236 prec@thr=0.5: 0.7968 recall@top3: 0.7995 prec@top3: 0.7685 recall@top5: 0.9583 prec@top5: 0.5778 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 10:55:54 - mmengine - INFO - Epoch(train) [13][560/1921] lr: 1.5000e-02 eta: 2:08:10 time: 0.4976 data_time: 0.0183 memory: 8508 grad_norm: 0.0876 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8333 recall@top3: 0.9015 prec@top3: 0.6667 recall@top5: 0.9798 prec@top5: 0.4364 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 10:56:05 - mmengine - INFO - Epoch(train) [13][580/1921] lr: 1.5000e-02 eta: 2:08:00 time: 0.5351 data_time: 0.0173 memory: 8491 grad_norm: 0.0903 recall@thr=0.5: 0.8480 prec@thr=0.5: 0.7727 recall@top3: 0.9313 prec@top3: 0.6869 recall@top5: 0.9939 prec@top5: 0.4545 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 10:56:15 - mmengine - INFO - Epoch(train) [13][600/1921] lr: 1.5000e-02 eta: 2:07:49 time: 0.4995 data_time: 0.0189 memory: 8474 grad_norm: 0.0911 recall@thr=0.5: 0.7113 prec@thr=0.5: 0.8725 recall@top3: 0.7975 prec@top3: 0.8137 recall@top5: 0.9441 prec@top5: 0.5941 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 10:56:25 - mmengine - INFO - Epoch(train) [13][620/1921] lr: 1.5000e-02 eta: 2:07:39 time: 0.5146 data_time: 0.0177 memory: 8508 grad_norm: 0.0928 recall@thr=0.5: 0.6597 prec@thr=0.5: 0.7421 recall@top3: 0.7963 prec@top3: 0.5833 recall@top5: 0.9329 prec@top5: 0.4333 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 10:56:35 - mmengine - INFO - Epoch(train) [13][640/1921] lr: 1.5000e-02 eta: 2:07:28 time: 0.5093 data_time: 0.0179 memory: 8559 grad_norm: 0.0919 recall@thr=0.5: 0.7560 prec@thr=0.5: 0.7262 recall@top3: 0.8482 prec@top3: 0.6071 recall@top5: 0.9911 prec@top5: 0.4429 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 10:56:45 - mmengine - INFO - Epoch(train) [13][660/1921] lr: 1.5000e-02 eta: 2:07:18 time: 0.4972 data_time: 0.0231 memory: 8474 grad_norm: 0.0915 recall@thr=0.5: 0.5536 prec@thr=0.5: 0.5952 recall@top3: 0.7262 prec@top3: 0.4762 recall@top5: 0.8750 prec@top5: 0.3500 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 10:56:55 - mmengine - INFO - Epoch(train) [13][680/1921] lr: 1.5000e-02 eta: 2:07:07 time: 0.5196 data_time: 0.0185 memory: 8552 grad_norm: 0.0905 recall@thr=0.5: 0.7718 prec@thr=0.5: 0.8750 recall@top3: 0.8394 prec@top3: 0.8519 recall@top5: 0.9583 prec@top5: 0.6111 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 10:57:06 - mmengine - INFO - Epoch(train) [13][700/1921] lr: 1.5000e-02 eta: 2:06:57 time: 0.5062 data_time: 0.0207 memory: 8491 grad_norm: 0.0905 recall@thr=0.5: 0.6589 prec@thr=0.5: 0.8314 recall@top3: 0.7984 prec@top3: 0.6512 recall@top5: 0.9341 prec@top5: 0.4651 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 10:57:16 - mmengine - INFO - Epoch(train) [13][720/1921] lr: 1.5000e-02 eta: 2:06:46 time: 0.5323 data_time: 0.0216 memory: 8577 grad_norm: 0.0919 recall@thr=0.5: 0.7461 prec@thr=0.5: 0.7882 recall@top3: 0.7485 prec@top3: 0.7255 recall@top5: 0.9441 prec@top5: 0.5471 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 10:57:27 - mmengine - INFO - Epoch(train) [13][740/1921] lr: 1.5000e-02 eta: 2:06:36 time: 0.5316 data_time: 0.0211 memory: 8534 grad_norm: 0.0906 recall@thr=0.5: 0.8573 prec@thr=0.5: 0.8646 recall@top3: 0.8656 prec@top3: 0.6771 recall@top5: 0.9406 prec@top5: 0.4625 loss_action_cls: 0.0359 loss: 0.0359 2022/08/31 10:57:37 - mmengine - INFO - Epoch(train) [13][760/1921] lr: 1.5000e-02 eta: 2:06:26 time: 0.5344 data_time: 0.0180 memory: 8552 grad_norm: 0.0861 recall@thr=0.5: 0.7902 prec@thr=0.5: 0.8592 recall@top3: 0.8707 prec@top3: 0.7011 recall@top5: 0.9828 prec@top5: 0.4897 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 10:57:47 - mmengine - INFO - Epoch(train) [13][780/1921] lr: 1.5000e-02 eta: 2:06:15 time: 0.4977 data_time: 0.0213 memory: 8594 grad_norm: 0.0916 recall@thr=0.5: 0.7148 prec@thr=0.5: 0.8167 recall@top3: 0.7586 prec@top3: 0.7333 recall@top5: 0.8600 prec@top5: 0.5086 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 10:57:58 - mmengine - INFO - Epoch(train) [13][800/1921] lr: 1.5000e-02 eta: 2:06:05 time: 0.5164 data_time: 0.0163 memory: 8526 grad_norm: 0.0904 recall@thr=0.5: 0.6761 prec@thr=0.5: 0.7428 recall@top3: 0.7413 prec@top3: 0.6739 recall@top5: 0.9464 prec@top5: 0.5348 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 10:58:09 - mmengine - INFO - Epoch(train) [13][820/1921] lr: 1.5000e-02 eta: 2:05:55 time: 0.5396 data_time: 0.0185 memory: 8568 grad_norm: 0.0899 recall@thr=0.5: 0.8556 prec@thr=0.5: 0.8028 recall@top3: 0.8861 prec@top3: 0.5778 recall@top5: 0.9833 prec@top5: 0.3933 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 10:58:19 - mmengine - INFO - Epoch(train) [13][840/1921] lr: 1.5000e-02 eta: 2:05:44 time: 0.5146 data_time: 0.0179 memory: 8602 grad_norm: 0.0899 recall@thr=0.5: 0.7230 prec@thr=0.5: 0.7950 recall@top3: 0.7725 prec@top3: 0.6126 recall@top5: 0.9414 prec@top5: 0.4595 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 10:58:29 - mmengine - INFO - Epoch(train) [13][860/1921] lr: 1.5000e-02 eta: 2:05:34 time: 0.5125 data_time: 0.0202 memory: 8534 grad_norm: 0.0911 recall@thr=0.5: 0.7399 prec@thr=0.5: 0.8813 recall@top3: 0.8182 prec@top3: 0.6768 recall@top5: 0.9495 prec@top5: 0.4788 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 10:58:39 - mmengine - INFO - Epoch(train) [13][880/1921] lr: 1.5000e-02 eta: 2:05:23 time: 0.4964 data_time: 0.0183 memory: 8526 grad_norm: 0.0909 recall@thr=0.5: 0.6713 prec@thr=0.5: 0.7523 recall@top3: 0.8241 prec@top3: 0.7037 recall@top5: 0.9861 prec@top5: 0.5167 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 10:58:50 - mmengine - INFO - Epoch(train) [13][900/1921] lr: 1.5000e-02 eta: 2:05:13 time: 0.5325 data_time: 0.0161 memory: 8602 grad_norm: 0.0916 recall@thr=0.5: 0.8038 prec@thr=0.5: 0.8280 recall@top3: 0.8844 prec@top3: 0.7097 recall@top5: 0.9731 prec@top5: 0.4774 loss_action_cls: 0.0291 loss: 0.0291 2022/08/31 10:59:00 - mmengine - INFO - Epoch(train) [13][920/1921] lr: 1.5000e-02 eta: 2:05:02 time: 0.5185 data_time: 0.0195 memory: 8629 grad_norm: 0.0887 recall@thr=0.5: 0.7297 prec@thr=0.5: 0.9004 recall@top3: 0.8313 prec@top3: 0.7073 recall@top5: 0.9695 prec@top5: 0.5122 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 10:59:10 - mmengine - INFO - Epoch(train) [13][940/1921] lr: 1.5000e-02 eta: 2:04:52 time: 0.4905 data_time: 0.0197 memory: 8568 grad_norm: 0.0950 recall@thr=0.5: 0.7340 prec@thr=0.5: 0.8654 recall@top3: 0.8910 prec@top3: 0.6538 recall@top5: 0.9583 prec@top5: 0.4385 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 10:59:14 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 10:59:20 - mmengine - INFO - Epoch(train) [13][960/1921] lr: 1.5000e-02 eta: 2:04:41 time: 0.5169 data_time: 0.0170 memory: 8552 grad_norm: 0.0951 recall@thr=0.5: 0.6358 prec@thr=0.5: 0.6605 recall@top3: 0.7469 prec@top3: 0.5802 recall@top5: 0.9630 prec@top5: 0.4370 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 10:59:30 - mmengine - INFO - Epoch(train) [13][980/1921] lr: 1.5000e-02 eta: 2:04:31 time: 0.4964 data_time: 0.0159 memory: 8577 grad_norm: 0.0899 recall@thr=0.5: 0.6968 prec@thr=0.5: 0.7963 recall@top3: 0.8241 prec@top3: 0.5833 recall@top5: 0.9514 prec@top5: 0.4222 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 10:59:41 - mmengine - INFO - Epoch(train) [13][1000/1921] lr: 1.5000e-02 eta: 2:04:21 time: 0.5526 data_time: 0.0223 memory: 8594 grad_norm: 0.0944 recall@thr=0.5: 0.7155 prec@thr=0.5: 0.7492 recall@top3: 0.7326 prec@top3: 0.7045 recall@top5: 0.9424 prec@top5: 0.5455 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 10:59:52 - mmengine - INFO - Epoch(train) [13][1020/1921] lr: 1.5000e-02 eta: 2:04:10 time: 0.5198 data_time: 0.0174 memory: 8559 grad_norm: 0.0898 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.8811 recall@top3: 0.7789 prec@top3: 0.7333 recall@top5: 0.9500 prec@top5: 0.5600 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 11:00:01 - mmengine - INFO - Epoch(train) [13][1040/1921] lr: 1.5000e-02 eta: 2:04:00 time: 0.4844 data_time: 0.0195 memory: 8474 grad_norm: 0.0957 recall@thr=0.5: 0.7491 prec@thr=0.5: 0.9074 recall@top3: 0.8759 prec@top3: 0.7778 recall@top5: 0.9833 prec@top5: 0.5389 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 11:00:12 - mmengine - INFO - Epoch(train) [13][1060/1921] lr: 1.5000e-02 eta: 2:03:49 time: 0.5290 data_time: 0.0172 memory: 8534 grad_norm: 0.0903 recall@thr=0.5: 0.7793 prec@thr=0.5: 0.8329 recall@top3: 0.8514 prec@top3: 0.6216 recall@top5: 0.9505 prec@top5: 0.4378 loss_action_cls: 0.0281 loss: 0.0281 2022/08/31 11:00:22 - mmengine - INFO - Epoch(train) [13][1080/1921] lr: 1.5000e-02 eta: 2:03:39 time: 0.5231 data_time: 0.0180 memory: 8612 grad_norm: 0.0941 recall@thr=0.5: 0.7758 prec@thr=0.5: 0.7361 recall@top3: 0.8591 prec@top3: 0.6508 recall@top5: 0.9683 prec@top5: 0.4476 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 11:00:32 - mmengine - INFO - Epoch(train) [13][1100/1921] lr: 1.5000e-02 eta: 2:03:28 time: 0.4992 data_time: 0.0190 memory: 8637 grad_norm: 0.0932 recall@thr=0.5: 0.7427 prec@thr=0.5: 0.9045 recall@top3: 0.8274 prec@top3: 0.6875 recall@top5: 0.9594 prec@top5: 0.4917 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 11:00:43 - mmengine - INFO - Epoch(train) [13][1120/1921] lr: 1.5000e-02 eta: 2:03:18 time: 0.5276 data_time: 0.0160 memory: 8689 grad_norm: 0.0957 recall@thr=0.5: 0.6818 prec@thr=0.5: 0.8333 recall@top3: 0.8056 prec@top3: 0.6768 recall@top5: 0.9192 prec@top5: 0.4788 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 11:00:53 - mmengine - INFO - Epoch(train) [13][1140/1921] lr: 1.5000e-02 eta: 2:03:08 time: 0.5264 data_time: 0.0177 memory: 8542 grad_norm: 0.0946 recall@thr=0.5: 0.7011 prec@thr=0.5: 0.8563 recall@top3: 0.8448 prec@top3: 0.7126 recall@top5: 0.9224 prec@top5: 0.4759 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 11:01:03 - mmengine - INFO - Epoch(train) [13][1160/1921] lr: 1.5000e-02 eta: 2:02:57 time: 0.5041 data_time: 0.0212 memory: 8542 grad_norm: 0.0912 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.8125 recall@top3: 0.8452 prec@top3: 0.6667 recall@top5: 0.9911 prec@top5: 0.5000 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 11:01:14 - mmengine - INFO - Epoch(train) [13][1180/1921] lr: 1.5000e-02 eta: 2:02:47 time: 0.5144 data_time: 0.0177 memory: 8602 grad_norm: 0.0899 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.7639 recall@top3: 0.8583 prec@top3: 0.6111 recall@top5: 0.9250 prec@top5: 0.4000 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 11:01:24 - mmengine - INFO - Epoch(train) [13][1200/1921] lr: 1.5000e-02 eta: 2:02:36 time: 0.4889 data_time: 0.0207 memory: 8585 grad_norm: 0.0953 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8238 recall@top3: 0.8214 prec@top3: 0.6952 recall@top5: 0.9476 prec@top5: 0.4914 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 11:01:34 - mmengine - INFO - Epoch(train) [13][1220/1921] lr: 1.5000e-02 eta: 2:02:25 time: 0.5095 data_time: 0.0136 memory: 8577 grad_norm: 0.0918 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8542 recall@top3: 0.8854 prec@top3: 0.6146 recall@top5: 0.9375 prec@top5: 0.3937 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 11:01:44 - mmengine - INFO - Epoch(train) [13][1240/1921] lr: 1.5000e-02 eta: 2:02:15 time: 0.5260 data_time: 0.0206 memory: 8645 grad_norm: 0.0915 recall@thr=0.5: 0.7458 prec@thr=0.5: 0.7440 recall@top3: 0.7856 prec@top3: 0.6944 recall@top5: 0.9537 prec@top5: 0.5167 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 11:01:55 - mmengine - INFO - Epoch(train) [13][1260/1921] lr: 1.5000e-02 eta: 2:02:05 time: 0.5118 data_time: 0.0189 memory: 8602 grad_norm: 0.0912 recall@thr=0.5: 0.7297 prec@thr=0.5: 0.7947 recall@top3: 0.8313 prec@top3: 0.6992 recall@top5: 0.9472 prec@top5: 0.4976 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 11:02:05 - mmengine - INFO - Epoch(train) [13][1280/1921] lr: 1.5000e-02 eta: 2:01:54 time: 0.5173 data_time: 0.0216 memory: 8594 grad_norm: 0.0954 recall@thr=0.5: 0.8538 prec@thr=0.5: 0.8292 recall@top3: 0.8488 prec@top3: 0.7250 recall@top5: 0.9742 prec@top5: 0.5200 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 11:02:15 - mmengine - INFO - Epoch(train) [13][1300/1921] lr: 1.5000e-02 eta: 2:01:44 time: 0.4934 data_time: 0.0210 memory: 8508 grad_norm: 0.0954 recall@thr=0.5: 0.6694 prec@thr=0.5: 0.7183 recall@top3: 0.7984 prec@top3: 0.6022 recall@top5: 0.9140 prec@top5: 0.4323 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 11:02:25 - mmengine - INFO - Epoch(train) [13][1320/1921] lr: 1.5000e-02 eta: 2:01:33 time: 0.5145 data_time: 0.0195 memory: 8620 grad_norm: 0.0919 recall@thr=0.5: 0.8161 prec@thr=0.5: 0.9483 recall@top3: 0.8966 prec@top3: 0.7356 recall@top5: 0.9799 prec@top5: 0.4966 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 11:02:35 - mmengine - INFO - Epoch(train) [13][1340/1921] lr: 1.5000e-02 eta: 2:01:23 time: 0.5106 data_time: 0.0167 memory: 8629 grad_norm: 0.0925 recall@thr=0.5: 0.7375 prec@thr=0.5: 0.7962 recall@top3: 0.8458 prec@top3: 0.7000 recall@top5: 0.9500 prec@top5: 0.4850 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 11:02:45 - mmengine - INFO - Epoch(train) [13][1360/1921] lr: 1.5000e-02 eta: 2:01:12 time: 0.4985 data_time: 0.0221 memory: 8577 grad_norm: 0.0954 recall@thr=0.5: 0.6767 prec@thr=0.5: 0.7400 recall@top3: 0.7500 prec@top3: 0.5733 recall@top5: 0.8800 prec@top5: 0.3920 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 11:02:56 - mmengine - INFO - Epoch(train) [13][1380/1921] lr: 1.5000e-02 eta: 2:01:02 time: 0.5248 data_time: 0.0211 memory: 8629 grad_norm: 0.0925 recall@thr=0.5: 0.7762 prec@thr=0.5: 0.7762 recall@top3: 0.8857 prec@top3: 0.6190 recall@top5: 0.9762 prec@top5: 0.4229 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 11:03:06 - mmengine - INFO - Epoch(train) [13][1400/1921] lr: 1.5000e-02 eta: 2:00:51 time: 0.5017 data_time: 0.0238 memory: 8559 grad_norm: 0.0971 recall@thr=0.5: 0.6815 prec@thr=0.5: 0.7589 recall@top3: 0.8065 prec@top3: 0.6429 recall@top5: 0.9464 prec@top5: 0.4643 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 11:03:16 - mmengine - INFO - Epoch(train) [13][1420/1921] lr: 1.5000e-02 eta: 2:00:41 time: 0.5253 data_time: 0.0175 memory: 8482 grad_norm: 0.0899 recall@thr=0.5: 0.7247 prec@thr=0.5: 0.8535 recall@top3: 0.8409 prec@top3: 0.7172 recall@top5: 0.9848 prec@top5: 0.5030 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 11:03:27 - mmengine - INFO - Epoch(train) [13][1440/1921] lr: 1.5000e-02 eta: 2:00:30 time: 0.5175 data_time: 0.0203 memory: 8654 grad_norm: 0.0935 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.8655 recall@top3: 0.8152 prec@top3: 0.7803 recall@top5: 0.9417 prec@top5: 0.5545 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 11:03:37 - mmengine - INFO - Epoch(train) [13][1460/1921] lr: 1.5000e-02 eta: 2:00:20 time: 0.5175 data_time: 0.0169 memory: 8585 grad_norm: 0.0959 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.8278 recall@top3: 0.9722 prec@top3: 0.6222 recall@top5: 0.9833 prec@top5: 0.3800 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 11:03:47 - mmengine - INFO - Epoch(train) [13][1480/1921] lr: 1.5000e-02 eta: 2:00:10 time: 0.5217 data_time: 0.0214 memory: 8629 grad_norm: 0.0902 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.7801 recall@top3: 0.8750 prec@top3: 0.5648 recall@top5: 0.9722 prec@top5: 0.3833 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 11:03:58 - mmengine - INFO - Epoch(train) [13][1500/1921] lr: 1.5000e-02 eta: 1:59:59 time: 0.5349 data_time: 0.0181 memory: 8542 grad_norm: 0.0891 recall@thr=0.5: 0.7821 prec@thr=0.5: 0.7607 recall@top3: 0.8761 prec@top3: 0.6410 recall@top5: 0.9402 prec@top5: 0.4205 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 11:04:08 - mmengine - INFO - Epoch(train) [13][1520/1921] lr: 1.5000e-02 eta: 1:59:49 time: 0.4944 data_time: 0.0220 memory: 8491 grad_norm: 0.0891 recall@thr=0.5: 0.7882 prec@thr=0.5: 0.8065 recall@top3: 0.8543 prec@top3: 0.7097 recall@top5: 0.9855 prec@top5: 0.4968 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 11:04:18 - mmengine - INFO - Epoch(train) [13][1540/1921] lr: 1.5000e-02 eta: 1:59:38 time: 0.5074 data_time: 0.0159 memory: 8500 grad_norm: 0.0928 recall@thr=0.5: 0.7146 prec@thr=0.5: 0.7247 recall@top3: 0.8005 prec@top3: 0.5960 recall@top5: 0.8763 prec@top5: 0.4000 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 11:04:28 - mmengine - INFO - Epoch(train) [13][1560/1921] lr: 1.5000e-02 eta: 1:59:28 time: 0.5076 data_time: 0.0240 memory: 8620 grad_norm: 0.0947 recall@thr=0.5: 0.7688 prec@thr=0.5: 0.7769 recall@top3: 0.8091 prec@top3: 0.6452 recall@top5: 0.9194 prec@top5: 0.4581 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 11:04:39 - mmengine - INFO - Epoch(train) [13][1580/1921] lr: 1.5000e-02 eta: 1:59:17 time: 0.5199 data_time: 0.0188 memory: 8542 grad_norm: 0.0914 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8457 recall@top3: 0.8580 prec@top3: 0.6914 recall@top5: 0.9321 prec@top5: 0.4593 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 11:04:49 - mmengine - INFO - Epoch(train) [13][1600/1921] lr: 1.5000e-02 eta: 1:59:07 time: 0.4973 data_time: 0.0227 memory: 8552 grad_norm: 0.0958 recall@thr=0.5: 0.6793 prec@thr=0.5: 0.8232 recall@top3: 0.8005 prec@top3: 0.6970 recall@top5: 0.9419 prec@top5: 0.5030 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 11:04:59 - mmengine - INFO - Epoch(train) [13][1620/1921] lr: 1.5000e-02 eta: 1:58:57 time: 0.5386 data_time: 0.0146 memory: 8542 grad_norm: 0.0939 recall@thr=0.5: 0.6782 prec@thr=0.5: 0.8750 recall@top3: 0.7827 prec@top3: 0.7436 recall@top5: 0.9391 prec@top5: 0.5615 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 11:05:09 - mmengine - INFO - Epoch(train) [13][1640/1921] lr: 1.5000e-02 eta: 1:58:46 time: 0.5002 data_time: 0.0207 memory: 8491 grad_norm: 0.0915 recall@thr=0.5: 0.6770 prec@thr=0.5: 0.7990 recall@top3: 0.7824 prec@top3: 0.7059 recall@top5: 0.9755 prec@top5: 0.5412 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 11:05:20 - mmengine - INFO - Epoch(train) [13][1660/1921] lr: 1.5000e-02 eta: 1:58:36 time: 0.5281 data_time: 0.0151 memory: 8585 grad_norm: 0.0894 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.8338 recall@top3: 0.9231 prec@top3: 0.7607 recall@top5: 0.9573 prec@top5: 0.4821 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 11:05:30 - mmengine - INFO - Epoch(train) [13][1680/1921] lr: 1.5000e-02 eta: 1:58:25 time: 0.5140 data_time: 0.0201 memory: 8508 grad_norm: 0.0943 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7237 recall@top3: 0.7634 prec@top3: 0.5376 recall@top5: 0.9086 prec@top5: 0.4000 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 11:05:41 - mmengine - INFO - Epoch(train) [13][1700/1921] lr: 1.5000e-02 eta: 1:58:15 time: 0.5221 data_time: 0.0280 memory: 8517 grad_norm: 0.0872 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.7537 recall@top3: 0.8422 prec@top3: 0.6815 recall@top5: 0.9581 prec@top5: 0.4844 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 11:05:51 - mmengine - INFO - Epoch(train) [13][1720/1921] lr: 1.5000e-02 eta: 1:58:05 time: 0.5167 data_time: 0.0194 memory: 8585 grad_norm: 0.0903 recall@thr=0.5: 0.7106 prec@thr=0.5: 0.7819 recall@top3: 0.8264 prec@top3: 0.6944 recall@top5: 0.9745 prec@top5: 0.5056 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 11:06:01 - mmengine - INFO - Epoch(train) [13][1740/1921] lr: 1.5000e-02 eta: 1:57:54 time: 0.5220 data_time: 0.0210 memory: 8482 grad_norm: 0.0907 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7328 recall@top3: 0.9314 prec@top3: 0.6471 recall@top5: 0.9804 prec@top5: 0.4235 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 11:06:12 - mmengine - INFO - Epoch(train) [13][1760/1921] lr: 1.5000e-02 eta: 1:57:44 time: 0.5071 data_time: 0.0187 memory: 8594 grad_norm: 0.0899 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8333 recall@top3: 0.8000 prec@top3: 0.7000 recall@top5: 0.9583 prec@top5: 0.5067 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 11:06:22 - mmengine - INFO - Epoch(train) [13][1780/1921] lr: 1.5000e-02 eta: 1:57:33 time: 0.5176 data_time: 0.0212 memory: 8594 grad_norm: 0.0933 recall@thr=0.5: 0.6810 prec@thr=0.5: 0.8571 recall@top3: 0.8310 prec@top3: 0.7048 recall@top5: 0.9286 prec@top5: 0.4857 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 11:06:32 - mmengine - INFO - Epoch(train) [13][1800/1921] lr: 1.5000e-02 eta: 1:57:23 time: 0.4951 data_time: 0.0178 memory: 8526 grad_norm: 0.0990 recall@thr=0.5: 0.6996 prec@thr=0.5: 0.7566 recall@top3: 0.7478 prec@top3: 0.6754 recall@top5: 0.9386 prec@top5: 0.5158 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 11:06:43 - mmengine - INFO - Epoch(train) [13][1820/1921] lr: 1.5000e-02 eta: 1:57:13 time: 0.5472 data_time: 0.0188 memory: 8629 grad_norm: 0.0917 recall@thr=0.5: 0.8067 prec@thr=0.5: 0.7267 recall@top3: 0.8800 prec@top3: 0.5867 recall@top5: 0.9800 prec@top5: 0.4080 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 11:06:54 - mmengine - INFO - Epoch(train) [13][1840/1921] lr: 1.5000e-02 eta: 1:57:02 time: 0.5372 data_time: 0.0184 memory: 8517 grad_norm: 0.0930 recall@thr=0.5: 0.6371 prec@thr=0.5: 0.7204 recall@top3: 0.8253 prec@top3: 0.6452 recall@top5: 0.8925 prec@top5: 0.4323 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 11:07:04 - mmengine - INFO - Epoch(train) [13][1860/1921] lr: 1.5000e-02 eta: 1:56:52 time: 0.5239 data_time: 0.0208 memory: 8602 grad_norm: 0.0942 recall@thr=0.5: 0.7876 prec@thr=0.5: 0.7634 recall@top3: 0.9005 prec@top3: 0.7097 recall@top5: 0.9382 prec@top5: 0.4516 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 11:07:14 - mmengine - INFO - Epoch(train) [13][1880/1921] lr: 1.5000e-02 eta: 1:56:41 time: 0.4871 data_time: 0.0202 memory: 8500 grad_norm: 0.0958 recall@thr=0.5: 0.7662 prec@thr=0.5: 0.8287 recall@top3: 0.8495 prec@top3: 0.6944 recall@top5: 0.9907 prec@top5: 0.4778 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 11:07:24 - mmengine - INFO - Epoch(train) [13][1900/1921] lr: 1.5000e-02 eta: 1:56:31 time: 0.5083 data_time: 0.0186 memory: 8517 grad_norm: 0.0946 recall@thr=0.5: 0.9195 prec@thr=0.5: 0.8966 recall@top3: 0.9655 prec@top3: 0.6552 recall@top5: 0.9770 prec@top5: 0.4000 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 11:07:34 - mmengine - INFO - Epoch(train) [13][1920/1921] lr: 1.5000e-02 eta: 1:56:20 time: 0.4826 data_time: 0.0150 memory: 8534 grad_norm: 0.0911 recall@thr=0.5: 0.8281 prec@thr=0.5: 0.8125 recall@top3: 0.8646 prec@top3: 0.4792 recall@top5: 0.9167 prec@top5: 0.3125 loss_action_cls: 0.0304 loss: 0.0304 2022/08/31 11:07:34 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 11:07:34 - mmengine - INFO - Epoch(train) [13][1921/1921] lr: 1.5000e-02 eta: 1:56:20 time: 0.4776 data_time: 0.0130 memory: 6328 grad_norm: 0.0914 recall@thr=0.5: 0.7992 prec@thr=0.5: 0.8977 recall@top3: 0.8371 prec@top3: 0.7576 recall@top5: 0.9773 prec@top5: 0.5545 loss_action_cls: 0.0299 loss: 0.0299 2022/08/31 11:07:35 - mmengine - INFO - Epoch(val) [13][20/6282] eta: 0:05:31 time: 0.0529 data_time: 0.0094 memory: 2274 2022/08/31 11:07:36 - mmengine - INFO - Epoch(val) [13][40/6282] eta: 0:04:39 time: 0.0448 data_time: 0.0029 memory: 2274 2022/08/31 11:07:37 - mmengine - INFO - Epoch(val) [13][60/6282] eta: 0:04:31 time: 0.0437 data_time: 0.0024 memory: 2274 2022/08/31 11:07:38 - mmengine - INFO - Epoch(val) [13][80/6282] eta: 0:04:17 time: 0.0415 data_time: 0.0023 memory: 2274 2022/08/31 11:07:39 - mmengine - INFO - Epoch(val) [13][100/6282] eta: 0:04:34 time: 0.0444 data_time: 0.0021 memory: 2274 2022/08/31 11:07:40 - mmengine - INFO - Epoch(val) [13][120/6282] eta: 0:04:24 time: 0.0429 data_time: 0.0026 memory: 2308 2022/08/31 11:07:40 - mmengine - INFO - Epoch(val) [13][140/6282] eta: 0:04:29 time: 0.0439 data_time: 0.0019 memory: 2308 2022/08/31 11:07:41 - mmengine - INFO - Epoch(val) [13][160/6282] eta: 0:04:12 time: 0.0413 data_time: 0.0028 memory: 2308 2022/08/31 11:07:43 - mmengine - INFO - Epoch(val) [13][180/6282] eta: 0:06:59 time: 0.0688 data_time: 0.0035 memory: 2308 2022/08/31 11:07:44 - mmengine - INFO - Epoch(val) [13][200/6282] eta: 0:04:28 time: 0.0442 data_time: 0.0027 memory: 2308 2022/08/31 11:07:44 - mmengine - INFO - Epoch(val) [13][220/6282] eta: 0:04:29 time: 0.0445 data_time: 0.0024 memory: 2279 2022/08/31 11:07:45 - mmengine - INFO - Epoch(val) [13][240/6282] eta: 0:04:18 time: 0.0429 data_time: 0.0020 memory: 2279 2022/08/31 11:07:46 - mmengine - INFO - Epoch(val) [13][260/6282] eta: 0:04:06 time: 0.0410 data_time: 0.0022 memory: 2279 2022/08/31 11:07:47 - mmengine - INFO - Epoch(val) [13][280/6282] eta: 0:04:24 time: 0.0441 data_time: 0.0022 memory: 2279 2022/08/31 11:07:48 - mmengine - INFO - Epoch(val) [13][300/6282] eta: 0:04:21 time: 0.0436 data_time: 0.0023 memory: 2308 2022/08/31 11:07:49 - mmengine - INFO - Epoch(val) [13][320/6282] eta: 0:04:50 time: 0.0487 data_time: 0.0035 memory: 2308 2022/08/31 11:07:50 - mmengine - INFO - Epoch(val) [13][340/6282] eta: 0:04:40 time: 0.0472 data_time: 0.0024 memory: 2308 2022/08/31 11:07:51 - mmengine - INFO - Epoch(val) [13][360/6282] eta: 0:04:36 time: 0.0468 data_time: 0.0031 memory: 2308 2022/08/31 11:07:52 - mmengine - INFO - Epoch(val) [13][380/6282] eta: 0:04:50 time: 0.0492 data_time: 0.0023 memory: 2308 2022/08/31 11:07:53 - mmengine - INFO - Epoch(val) [13][400/6282] eta: 0:04:22 time: 0.0446 data_time: 0.0021 memory: 2308 2022/08/31 11:07:53 - mmengine - INFO - Epoch(val) [13][420/6282] eta: 0:03:55 time: 0.0402 data_time: 0.0017 memory: 2281 2022/08/31 11:07:54 - mmengine - INFO - Epoch(val) [13][440/6282] eta: 0:04:11 time: 0.0430 data_time: 0.0025 memory: 2281 2022/08/31 11:07:55 - mmengine - INFO - Epoch(val) [13][460/6282] eta: 0:04:07 time: 0.0424 data_time: 0.0033 memory: 2281 2022/08/31 11:07:56 - mmengine - INFO - Epoch(val) [13][480/6282] eta: 0:03:42 time: 0.0383 data_time: 0.0029 memory: 2281 2022/08/31 11:07:57 - mmengine - INFO - Epoch(val) [13][500/6282] eta: 0:04:03 time: 0.0421 data_time: 0.0030 memory: 2281 2022/08/31 11:07:58 - mmengine - INFO - Epoch(val) [13][520/6282] eta: 0:04:15 time: 0.0443 data_time: 0.0027 memory: 2279 2022/08/31 11:07:59 - mmengine - INFO - Epoch(val) [13][540/6282] eta: 0:04:06 time: 0.0429 data_time: 0.0020 memory: 2279 2022/08/31 11:07:59 - mmengine - INFO - Epoch(val) [13][560/6282] eta: 0:03:54 time: 0.0410 data_time: 0.0020 memory: 2279 2022/08/31 11:08:00 - mmengine - INFO - Epoch(val) [13][580/6282] eta: 0:04:45 time: 0.0501 data_time: 0.0027 memory: 2279 2022/08/31 11:08:01 - mmengine - INFO - Epoch(val) [13][600/6282] eta: 0:04:19 time: 0.0456 data_time: 0.0021 memory: 2279 2022/08/31 11:08:03 - mmengine - INFO - Epoch(val) [13][620/6282] eta: 0:06:40 time: 0.0707 data_time: 0.0036 memory: 2279 2022/08/31 11:08:03 - mmengine - INFO - Epoch(val) [13][640/6282] eta: 0:03:21 time: 0.0356 data_time: 0.0020 memory: 2277 2022/08/31 11:08:04 - mmengine - INFO - Epoch(val) [13][660/6282] eta: 0:03:42 time: 0.0396 data_time: 0.0022 memory: 2277 2022/08/31 11:08:05 - mmengine - INFO - Epoch(val) [13][680/6282] eta: 0:04:03 time: 0.0434 data_time: 0.0021 memory: 2277 2022/08/31 11:08:06 - mmengine - INFO - Epoch(val) [13][700/6282] eta: 0:04:00 time: 0.0430 data_time: 0.0019 memory: 2277 2022/08/31 11:08:07 - mmengine - INFO - Epoch(val) [13][720/6282] eta: 0:05:29 time: 0.0593 data_time: 0.0029 memory: 2319 2022/08/31 11:08:08 - mmengine - INFO - Epoch(val) [13][740/6282] eta: 0:04:42 time: 0.0510 data_time: 0.0023 memory: 2308 2022/08/31 11:08:09 - mmengine - INFO - Epoch(val) [13][760/6282] eta: 0:04:58 time: 0.0541 data_time: 0.0034 memory: 2308 2022/08/31 11:08:10 - mmengine - INFO - Epoch(val) [13][780/6282] eta: 0:04:30 time: 0.0491 data_time: 0.0019 memory: 2308 2022/08/31 11:08:11 - mmengine - INFO - Epoch(val) [13][800/6282] eta: 0:04:12 time: 0.0461 data_time: 0.0028 memory: 2308 2022/08/31 11:08:12 - mmengine - INFO - Epoch(val) [13][820/6282] eta: 0:04:13 time: 0.0465 data_time: 0.0030 memory: 2308 2022/08/31 11:08:13 - mmengine - INFO - Epoch(val) [13][840/6282] eta: 0:04:15 time: 0.0469 data_time: 0.0022 memory: 2279 2022/08/31 11:08:14 - mmengine - INFO - Epoch(val) [13][860/6282] eta: 0:03:54 time: 0.0433 data_time: 0.0018 memory: 2279 2022/08/31 11:08:15 - mmengine - INFO - Epoch(val) [13][880/6282] eta: 0:04:06 time: 0.0456 data_time: 0.0025 memory: 2279 2022/08/31 11:08:16 - mmengine - INFO - Epoch(val) [13][900/6282] eta: 0:03:41 time: 0.0411 data_time: 0.0023 memory: 2279 2022/08/31 11:08:17 - mmengine - INFO - Epoch(val) [13][920/6282] eta: 0:04:13 time: 0.0473 data_time: 0.0034 memory: 2279 2022/08/31 11:08:18 - mmengine - INFO - Epoch(val) [13][940/6282] eta: 0:03:35 time: 0.0403 data_time: 0.0019 memory: 2274 2022/08/31 11:08:18 - mmengine - INFO - Epoch(val) [13][960/6282] eta: 0:03:41 time: 0.0416 data_time: 0.0027 memory: 2274 2022/08/31 11:08:19 - mmengine - INFO - Epoch(val) [13][980/6282] eta: 0:03:38 time: 0.0411 data_time: 0.0032 memory: 2274 2022/08/31 11:08:20 - mmengine - INFO - Epoch(val) [13][1000/6282] eta: 0:03:49 time: 0.0434 data_time: 0.0019 memory: 2274 2022/08/31 11:08:21 - mmengine - INFO - Epoch(val) [13][1020/6282] eta: 0:03:47 time: 0.0433 data_time: 0.0029 memory: 2279 2022/08/31 11:08:22 - mmengine - INFO - Epoch(val) [13][1040/6282] eta: 0:03:32 time: 0.0406 data_time: 0.0028 memory: 2279 2022/08/31 11:08:23 - mmengine - INFO - Epoch(val) [13][1060/6282] eta: 0:06:05 time: 0.0701 data_time: 0.0024 memory: 2279 2022/08/31 11:08:24 - mmengine - INFO - Epoch(val) [13][1080/6282] eta: 0:03:39 time: 0.0423 data_time: 0.0026 memory: 2279 2022/08/31 11:08:25 - mmengine - INFO - Epoch(val) [13][1100/6282] eta: 0:03:54 time: 0.0453 data_time: 0.0026 memory: 2279 2022/08/31 11:08:26 - mmengine - INFO - Epoch(val) [13][1120/6282] eta: 0:03:51 time: 0.0449 data_time: 0.0032 memory: 2279 2022/08/31 11:08:27 - mmengine - INFO - Epoch(val) [13][1140/6282] eta: 0:03:42 time: 0.0432 data_time: 0.0024 memory: 2279 2022/08/31 11:08:28 - mmengine - INFO - Epoch(val) [13][1160/6282] eta: 0:03:44 time: 0.0438 data_time: 0.0020 memory: 2279 2022/08/31 11:08:28 - mmengine - INFO - Epoch(val) [13][1180/6282] eta: 0:03:48 time: 0.0447 data_time: 0.0020 memory: 2279 2022/08/31 11:08:29 - mmengine - INFO - Epoch(val) [13][1200/6282] eta: 0:03:48 time: 0.0449 data_time: 0.0031 memory: 2279 2022/08/31 11:08:30 - mmengine - INFO - Epoch(val) [13][1220/6282] eta: 0:04:28 time: 0.0531 data_time: 0.0031 memory: 2279 2022/08/31 11:08:31 - mmengine - INFO - Epoch(val) [13][1240/6282] eta: 0:03:54 time: 0.0465 data_time: 0.0024 memory: 2308 2022/08/31 11:08:33 - mmengine - INFO - Epoch(val) [13][1260/6282] eta: 0:04:55 time: 0.0587 data_time: 0.0033 memory: 2308 2022/08/31 11:08:34 - mmengine - INFO - Epoch(val) [13][1280/6282] eta: 0:04:17 time: 0.0514 data_time: 0.0040 memory: 2308 2022/08/31 11:08:35 - mmengine - INFO - Epoch(val) [13][1300/6282] eta: 0:04:12 time: 0.0508 data_time: 0.0034 memory: 2308 2022/08/31 11:08:36 - mmengine - INFO - Epoch(val) [13][1320/6282] eta: 0:04:29 time: 0.0544 data_time: 0.0032 memory: 2308 2022/08/31 11:08:37 - mmengine - INFO - Epoch(val) [13][1340/6282] eta: 0:04:26 time: 0.0540 data_time: 0.0040 memory: 2308 2022/08/31 11:08:38 - mmengine - INFO - Epoch(val) [13][1360/6282] eta: 0:04:10 time: 0.0509 data_time: 0.0033 memory: 2308 2022/08/31 11:08:39 - mmengine - 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mmengine - INFO - Epoch(val) [13][1560/6282] eta: 0:03:33 time: 0.0453 data_time: 0.0026 memory: 2352 2022/08/31 11:08:49 - mmengine - INFO - Epoch(val) [13][1580/6282] eta: 0:03:28 time: 0.0443 data_time: 0.0017 memory: 2352 2022/08/31 11:08:50 - mmengine - INFO - Epoch(val) [13][1600/6282] eta: 0:03:34 time: 0.0459 data_time: 0.0023 memory: 2352 2022/08/31 11:08:50 - mmengine - INFO - Epoch(val) [13][1620/6282] eta: 0:03:17 time: 0.0424 data_time: 0.0021 memory: 2352 2022/08/31 11:08:51 - mmengine - INFO - Epoch(val) [13][1640/6282] eta: 0:03:51 time: 0.0500 data_time: 0.0030 memory: 2308 2022/08/31 11:08:52 - mmengine - INFO - Epoch(val) [13][1660/6282] eta: 0:03:47 time: 0.0493 data_time: 0.0034 memory: 2308 2022/08/31 11:08:53 - mmengine - INFO - Epoch(val) [13][1680/6282] eta: 0:03:14 time: 0.0422 data_time: 0.0024 memory: 2308 2022/08/31 11:08:54 - mmengine - INFO - Epoch(val) [13][1700/6282] eta: 0:03:47 time: 0.0497 data_time: 0.0028 memory: 2308 2022/08/31 11:08:55 - mmengine - INFO - Epoch(val) [13][1720/6282] eta: 0:04:20 time: 0.0572 data_time: 0.0027 memory: 2311 2022/08/31 11:08:56 - mmengine - INFO - Epoch(val) [13][1740/6282] eta: 0:02:58 time: 0.0393 data_time: 0.0020 memory: 2308 2022/08/31 11:08:57 - mmengine - INFO - Epoch(val) [13][1760/6282] eta: 0:03:18 time: 0.0438 data_time: 0.0021 memory: 2308 2022/08/31 11:08:58 - mmengine - INFO - Epoch(val) [13][1780/6282] eta: 0:03:18 time: 0.0440 data_time: 0.0027 memory: 2308 2022/08/31 11:08:59 - mmengine - INFO - Epoch(val) [13][1800/6282] eta: 0:03:20 time: 0.0447 data_time: 0.0019 memory: 2308 2022/08/31 11:09:00 - mmengine - INFO - Epoch(val) [13][1820/6282] eta: 0:03:45 time: 0.0505 data_time: 0.0025 memory: 2308 2022/08/31 11:09:01 - mmengine - INFO - Epoch(val) [13][1840/6282] eta: 0:03:39 time: 0.0495 data_time: 0.0027 memory: 2308 2022/08/31 11:09:02 - mmengine - INFO - Epoch(val) [13][1860/6282] eta: 0:03:33 time: 0.0483 data_time: 0.0024 memory: 2308 2022/08/31 11:09:03 - mmengine - INFO - Epoch(val) [13][1880/6282] eta: 0:05:23 time: 0.0735 data_time: 0.0027 memory: 2308 2022/08/31 11:09:04 - mmengine - INFO - Epoch(val) [13][1900/6282] eta: 0:03:40 time: 0.0504 data_time: 0.0029 memory: 2308 2022/08/31 11:09:05 - mmengine - INFO - Epoch(val) [13][1920/6282] eta: 0:03:31 time: 0.0485 data_time: 0.0022 memory: 2308 2022/08/31 11:09:06 - mmengine - INFO - Epoch(val) [13][1940/6282] eta: 0:03:14 time: 0.0447 data_time: 0.0026 memory: 2308 2022/08/31 11:09:07 - mmengine - INFO - Epoch(val) [13][1960/6282] eta: 0:02:58 time: 0.0414 data_time: 0.0023 memory: 2281 2022/08/31 11:09:08 - mmengine - INFO - Epoch(val) [13][1980/6282] eta: 0:02:57 time: 0.0412 data_time: 0.0023 memory: 2281 2022/08/31 11:09:09 - mmengine - INFO - Epoch(val) [13][2000/6282] eta: 0:02:51 time: 0.0400 data_time: 0.0032 memory: 2281 2022/08/31 11:09:10 - mmengine - INFO - Epoch(val) [13][2020/6282] eta: 0:02:53 time: 0.0406 data_time: 0.0021 memory: 2281 2022/08/31 11:09:11 - mmengine - INFO - Epoch(val) [13][2040/6282] eta: 0:03:05 time: 0.0438 data_time: 0.0034 memory: 2281 2022/08/31 11:09:11 - mmengine - INFO - Epoch(val) [13][2060/6282] eta: 0:03:10 time: 0.0452 data_time: 0.0026 memory: 2281 2022/08/31 11:09:12 - mmengine - INFO - Epoch(val) [13][2080/6282] eta: 0:03:27 time: 0.0494 data_time: 0.0047 memory: 2281 2022/08/31 11:09:13 - mmengine - INFO - Epoch(val) [13][2100/6282] eta: 0:02:53 time: 0.0415 data_time: 0.0035 memory: 2281 2022/08/31 11:09:14 - mmengine - INFO - Epoch(val) [13][2120/6282] eta: 0:03:03 time: 0.0441 data_time: 0.0030 memory: 2281 2022/08/31 11:09:15 - mmengine - INFO - Epoch(val) [13][2140/6282] eta: 0:02:59 time: 0.0433 data_time: 0.0029 memory: 2281 2022/08/31 11:09:16 - mmengine - INFO - Epoch(val) [13][2160/6282] eta: 0:03:05 time: 0.0450 data_time: 0.0018 memory: 2279 2022/08/31 11:09:17 - mmengine - INFO - Epoch(val) [13][2180/6282] eta: 0:03:01 time: 0.0442 data_time: 0.0025 memory: 2279 2022/08/31 11:09:18 - mmengine - INFO - Epoch(val) [13][2200/6282] eta: 0:03:10 time: 0.0467 data_time: 0.0021 memory: 2279 2022/08/31 11:09:19 - mmengine - INFO - Epoch(val) [13][2220/6282] eta: 0:02:43 time: 0.0404 data_time: 0.0022 memory: 2279 2022/08/31 11:09:19 - mmengine - INFO - Epoch(val) [13][2240/6282] eta: 0:02:53 time: 0.0428 data_time: 0.0024 memory: 2279 2022/08/31 11:09:20 - mmengine - INFO - Epoch(val) [13][2260/6282] eta: 0:02:56 time: 0.0438 data_time: 0.0025 memory: 2281 2022/08/31 11:09:21 - mmengine - INFO - Epoch(val) [13][2280/6282] eta: 0:03:00 time: 0.0451 data_time: 0.0021 memory: 2281 2022/08/31 11:09:23 - mmengine - INFO - Epoch(val) [13][2300/6282] eta: 0:04:43 time: 0.0711 data_time: 0.0028 memory: 2281 2022/08/31 11:09:24 - mmengine - INFO - Epoch(val) [13][2320/6282] eta: 0:03:01 time: 0.0459 data_time: 0.0020 memory: 2281 2022/08/31 11:09:24 - mmengine - INFO - Epoch(val) [13][2340/6282] eta: 0:02:49 time: 0.0431 data_time: 0.0022 memory: 2281 2022/08/31 11:09:25 - mmengine - INFO - Epoch(val) [13][2360/6282] eta: 0:02:43 time: 0.0417 data_time: 0.0018 memory: 2279 2022/08/31 11:09:26 - mmengine - INFO - Epoch(val) [13][2380/6282] eta: 0:02:36 time: 0.0402 data_time: 0.0025 memory: 2279 2022/08/31 11:09:27 - mmengine - INFO - Epoch(val) [13][2400/6282] eta: 0:02:57 time: 0.0458 data_time: 0.0024 memory: 2279 2022/08/31 11:09:28 - mmengine - INFO - Epoch(val) [13][2420/6282] eta: 0:02:47 time: 0.0435 data_time: 0.0036 memory: 2279 2022/08/31 11:09:29 - mmengine - INFO - Epoch(val) [13][2440/6282] eta: 0:02:46 time: 0.0432 data_time: 0.0025 memory: 2279 2022/08/31 11:09:30 - mmengine - INFO - Epoch(val) [13][2460/6282] eta: 0:02:46 time: 0.0435 data_time: 0.0021 memory: 2308 2022/08/31 11:09:31 - mmengine - INFO - Epoch(val) [13][2480/6282] eta: 0:03:03 time: 0.0481 data_time: 0.0028 memory: 2308 2022/08/31 11:09:32 - mmengine - INFO - Epoch(val) [13][2500/6282] eta: 0:02:48 time: 0.0445 data_time: 0.0021 memory: 2308 2022/08/31 11:09:33 - mmengine - INFO - Epoch(val) [13][2520/6282] eta: 0:03:12 time: 0.0512 data_time: 0.0025 memory: 2308 2022/08/31 11:09:34 - mmengine - INFO - Epoch(val) [13][2540/6282] eta: 0:03:21 time: 0.0537 data_time: 0.0027 memory: 2311 2022/08/31 11:09:35 - mmengine - INFO - Epoch(val) [13][2560/6282] eta: 0:02:53 time: 0.0466 data_time: 0.0030 memory: 2308 2022/08/31 11:09:36 - mmengine - INFO - Epoch(val) [13][2580/6282] eta: 0:03:01 time: 0.0491 data_time: 0.0028 memory: 2308 2022/08/31 11:09:37 - mmengine - INFO - Epoch(val) [13][2600/6282] eta: 0:03:18 time: 0.0539 data_time: 0.0024 memory: 2308 2022/08/31 11:09:38 - mmengine - INFO - Epoch(val) [13][2620/6282] eta: 0:03:02 time: 0.0499 data_time: 0.0024 memory: 2308 2022/08/31 11:09:39 - mmengine - INFO - Epoch(val) [13][2640/6282] eta: 0:02:49 time: 0.0464 data_time: 0.0033 memory: 2308 2022/08/31 11:09:40 - mmengine - INFO - Epoch(val) [13][2660/6282] eta: 0:02:41 time: 0.0445 data_time: 0.0029 memory: 2348 2022/08/31 11:09:41 - mmengine - INFO - Epoch(val) [13][2680/6282] eta: 0:03:01 time: 0.0505 data_time: 0.0025 memory: 2348 2022/08/31 11:09:41 - mmengine - INFO - Epoch(val) [13][2700/6282] eta: 0:02:35 time: 0.0434 data_time: 0.0020 memory: 2348 2022/08/31 11:09:43 - mmengine - INFO - Epoch(val) [13][2720/6282] eta: 0:04:09 time: 0.0701 data_time: 0.0024 memory: 2348 2022/08/31 11:09:44 - mmengine - INFO - Epoch(val) [13][2740/6282] eta: 0:02:50 time: 0.0480 data_time: 0.0028 memory: 2348 2022/08/31 11:09:45 - mmengine - INFO - Epoch(val) [13][2760/6282] eta: 0:02:30 time: 0.0426 data_time: 0.0026 memory: 2281 2022/08/31 11:09:46 - mmengine - INFO - Epoch(val) [13][2780/6282] eta: 0:02:27 time: 0.0420 data_time: 0.0020 memory: 2281 2022/08/31 11:09:46 - mmengine - INFO - Epoch(val) [13][2800/6282] eta: 0:02:30 time: 0.0432 data_time: 0.0026 memory: 2281 2022/08/31 11:09:47 - mmengine - INFO - Epoch(val) [13][2820/6282] eta: 0:02:32 time: 0.0441 data_time: 0.0025 memory: 2281 2022/08/31 11:09:48 - mmengine - INFO - Epoch(val) [13][2840/6282] eta: 0:02:41 time: 0.0470 data_time: 0.0033 memory: 2281 2022/08/31 11:09:49 - mmengine - INFO - Epoch(val) [13][2860/6282] eta: 0:02:37 time: 0.0460 data_time: 0.0031 memory: 2308 2022/08/31 11:09:50 - mmengine - INFO - Epoch(val) [13][2880/6282] eta: 0:02:42 time: 0.0477 data_time: 0.0032 memory: 2308 2022/08/31 11:09:51 - mmengine - INFO - Epoch(val) [13][2900/6282] eta: 0:02:39 time: 0.0471 data_time: 0.0026 memory: 2308 2022/08/31 11:09:52 - mmengine - INFO - Epoch(val) [13][2920/6282] eta: 0:02:19 time: 0.0415 data_time: 0.0021 memory: 2308 2022/08/31 11:09:53 - mmengine - INFO - Epoch(val) [13][2940/6282] eta: 0:02:20 time: 0.0421 data_time: 0.0027 memory: 2293 2022/08/31 11:09:54 - mmengine - INFO - Epoch(val) [13][2960/6282] eta: 0:02:27 time: 0.0444 data_time: 0.0029 memory: 2293 2022/08/31 11:09:55 - mmengine - INFO - Epoch(val) [13][2980/6282] eta: 0:02:18 time: 0.0420 data_time: 0.0017 memory: 2293 2022/08/31 11:09:55 - mmengine - INFO - Epoch(val) [13][3000/6282] eta: 0:02:12 time: 0.0404 data_time: 0.0035 memory: 2293 2022/08/31 11:09:56 - mmengine - INFO - Epoch(val) [13][3020/6282] eta: 0:02:06 time: 0.0388 data_time: 0.0026 memory: 2308 2022/08/31 11:09:57 - mmengine - INFO - Epoch(val) [13][3040/6282] eta: 0:02:22 time: 0.0440 data_time: 0.0025 memory: 2308 2022/08/31 11:09:58 - mmengine - INFO - Epoch(val) [13][3060/6282] eta: 0:02:26 time: 0.0455 data_time: 0.0027 memory: 2308 2022/08/31 11:09:59 - mmengine - INFO - Epoch(val) [13][3080/6282] eta: 0:02:18 time: 0.0432 data_time: 0.0029 memory: 2308 2022/08/31 11:10:00 - mmengine - INFO - Epoch(val) [13][3100/6282] eta: 0:02:26 time: 0.0460 data_time: 0.0030 memory: 2308 2022/08/31 11:10:01 - mmengine - INFO - Epoch(val) [13][3120/6282] eta: 0:02:13 time: 0.0421 data_time: 0.0029 memory: 2281 2022/08/31 11:10:02 - mmengine - INFO - Epoch(val) [13][3140/6282] eta: 0:03:56 time: 0.0753 data_time: 0.0028 memory: 2281 2022/08/31 11:10:03 - mmengine - INFO - Epoch(val) [13][3160/6282] eta: 0:02:45 time: 0.0531 data_time: 0.0035 memory: 2281 2022/08/31 11:10:04 - mmengine - INFO - Epoch(val) [13][3180/6282] eta: 0:02:15 time: 0.0437 data_time: 0.0032 memory: 2281 2022/08/31 11:10:05 - mmengine - INFO - Epoch(val) [13][3200/6282] eta: 0:02:09 time: 0.0419 data_time: 0.0028 memory: 2308 2022/08/31 11:10:06 - mmengine - INFO - Epoch(val) [13][3220/6282] eta: 0:02:22 time: 0.0466 data_time: 0.0035 memory: 2308 2022/08/31 11:10:07 - mmengine - INFO - Epoch(val) [13][3240/6282] eta: 0:02:11 time: 0.0431 data_time: 0.0022 memory: 2308 2022/08/31 11:10:08 - mmengine - INFO - Epoch(val) [13][3260/6282] eta: 0:02:07 time: 0.0423 data_time: 0.0023 memory: 2308 2022/08/31 11:10:08 - mmengine - INFO - Epoch(val) [13][3280/6282] eta: 0:02:03 time: 0.0411 data_time: 0.0022 memory: 2308 2022/08/31 11:10:09 - mmengine - INFO - Epoch(val) [13][3300/6282] eta: 0:02:36 time: 0.0525 data_time: 0.0025 memory: 2308 2022/08/31 11:10:10 - mmengine - INFO - Epoch(val) [13][3320/6282] eta: 0:02:01 time: 0.0410 data_time: 0.0026 memory: 2308 2022/08/31 11:10:11 - mmengine - INFO - Epoch(val) [13][3340/6282] eta: 0:02:11 time: 0.0449 data_time: 0.0020 memory: 2308 2022/08/31 11:10:12 - mmengine - INFO - Epoch(val) [13][3360/6282] eta: 0:02:15 time: 0.0463 data_time: 0.0029 memory: 2308 2022/08/31 11:10:14 - mmengine - INFO - Epoch(val) [13][3380/6282] eta: 0:03:26 time: 0.0710 data_time: 0.0031 memory: 2308 2022/08/31 11:10:14 - mmengine - INFO - Epoch(val) [13][3400/6282] eta: 0:02:17 time: 0.0477 data_time: 0.0022 memory: 2279 2022/08/31 11:10:15 - mmengine - INFO - Epoch(val) [13][3420/6282] eta: 0:01:57 time: 0.0411 data_time: 0.0022 memory: 2279 2022/08/31 11:10:16 - mmengine - INFO - Epoch(val) [13][3440/6282] eta: 0:01:43 time: 0.0365 data_time: 0.0017 memory: 2279 2022/08/31 11:10:17 - mmengine - INFO - Epoch(val) [13][3460/6282] eta: 0:02:19 time: 0.0494 data_time: 0.0026 memory: 2282 2022/08/31 11:10:18 - mmengine - INFO - Epoch(val) [13][3480/6282] eta: 0:02:24 time: 0.0515 data_time: 0.0025 memory: 2279 2022/08/31 11:10:19 - mmengine - INFO - Epoch(val) [13][3500/6282] eta: 0:01:49 time: 0.0393 data_time: 0.0022 memory: 2279 2022/08/31 11:10:20 - mmengine - INFO - Epoch(val) [13][3520/6282] eta: 0:01:55 time: 0.0419 data_time: 0.0023 memory: 2279 2022/08/31 11:10:21 - mmengine - INFO - Epoch(val) [13][3540/6282] eta: 0:01:59 time: 0.0437 data_time: 0.0021 memory: 2279 2022/08/31 11:10:21 - mmengine - INFO - Epoch(val) [13][3560/6282] eta: 0:01:58 time: 0.0436 data_time: 0.0020 memory: 2279 2022/08/31 11:10:22 - mmengine - INFO - Epoch(val) [13][3580/6282] eta: 0:02:07 time: 0.0470 data_time: 0.0034 memory: 2300 2022/08/31 11:10:23 - mmengine - INFO - Epoch(val) [13][3600/6282] eta: 0:01:49 time: 0.0408 data_time: 0.0023 memory: 2300 2022/08/31 11:10:24 - mmengine - INFO - Epoch(val) [13][3620/6282] eta: 0:02:21 time: 0.0530 data_time: 0.0018 memory: 2302 2022/08/31 11:10:25 - mmengine - INFO - Epoch(val) [13][3640/6282] eta: 0:01:41 time: 0.0386 data_time: 0.0017 memory: 2300 2022/08/31 11:10:26 - mmengine - INFO - Epoch(val) [13][3660/6282] eta: 0:01:54 time: 0.0436 data_time: 0.0033 memory: 2300 2022/08/31 11:10:27 - mmengine - INFO - Epoch(val) [13][3680/6282] eta: 0:01:54 time: 0.0438 data_time: 0.0026 memory: 2308 2022/08/31 11:10:28 - mmengine - INFO - Epoch(val) [13][3700/6282] eta: 0:01:50 time: 0.0427 data_time: 0.0028 memory: 2308 2022/08/31 11:10:29 - mmengine - INFO - Epoch(val) [13][3720/6282] eta: 0:02:02 time: 0.0479 data_time: 0.0034 memory: 2308 2022/08/31 11:10:30 - mmengine - INFO - Epoch(val) [13][3740/6282] eta: 0:01:56 time: 0.0458 data_time: 0.0025 memory: 2308 2022/08/31 11:10:30 - mmengine - INFO - Epoch(val) [13][3760/6282] eta: 0:01:44 time: 0.0415 data_time: 0.0029 memory: 2308 2022/08/31 11:10:31 - mmengine - INFO - Epoch(val) [13][3780/6282] eta: 0:01:49 time: 0.0439 data_time: 0.0022 memory: 2308 2022/08/31 11:10:33 - mmengine - INFO - Epoch(val) [13][3800/6282] eta: 0:02:58 time: 0.0720 data_time: 0.0023 memory: 2308 2022/08/31 11:10:34 - mmengine - INFO - Epoch(val) [13][3820/6282] eta: 0:01:50 time: 0.0448 data_time: 0.0036 memory: 2308 2022/08/31 11:10:35 - mmengine - INFO - Epoch(val) [13][3840/6282] eta: 0:01:54 time: 0.0467 data_time: 0.0027 memory: 2308 2022/08/31 11:10:36 - mmengine - INFO - Epoch(val) [13][3860/6282] eta: 0:01:52 time: 0.0463 data_time: 0.0035 memory: 2308 2022/08/31 11:10:36 - mmengine - INFO - Epoch(val) [13][3880/6282] eta: 0:01:41 time: 0.0423 data_time: 0.0032 memory: 2308 2022/08/31 11:10:37 - mmengine - INFO - Epoch(val) [13][3900/6282] eta: 0:01:53 time: 0.0475 data_time: 0.0031 memory: 2308 2022/08/31 11:10:38 - mmengine - INFO - Epoch(val) [13][3920/6282] eta: 0:01:51 time: 0.0472 data_time: 0.0037 memory: 2308 2022/08/31 11:10:39 - mmengine - INFO - Epoch(val) [13][3940/6282] eta: 0:01:42 time: 0.0436 data_time: 0.0025 memory: 2308 2022/08/31 11:10:40 - mmengine - INFO - Epoch(val) [13][3960/6282] eta: 0:01:47 time: 0.0463 data_time: 0.0035 memory: 2308 2022/08/31 11:10:41 - mmengine - INFO - Epoch(val) [13][3980/6282] eta: 0:01:48 time: 0.0471 data_time: 0.0025 memory: 2308 2022/08/31 11:10:42 - mmengine - INFO - Epoch(val) [13][4000/6282] eta: 0:01:41 time: 0.0445 data_time: 0.0021 memory: 2308 2022/08/31 11:10:43 - mmengine - INFO - Epoch(val) [13][4020/6282] eta: 0:01:48 time: 0.0479 data_time: 0.0025 memory: 2308 2022/08/31 11:10:44 - mmengine - INFO - Epoch(val) [13][4040/6282] eta: 0:01:47 time: 0.0478 data_time: 0.0027 memory: 2348 2022/08/31 11:10:45 - mmengine - INFO - Epoch(val) [13][4060/6282] eta: 0:01:39 time: 0.0449 data_time: 0.0027 memory: 2348 2022/08/31 11:10:46 - mmengine - INFO - Epoch(val) [13][4080/6282] eta: 0:01:39 time: 0.0452 data_time: 0.0021 memory: 2348 2022/08/31 11:10:47 - mmengine - INFO - Epoch(val) [13][4100/6282] eta: 0:01:34 time: 0.0432 data_time: 0.0025 memory: 2348 2022/08/31 11:10:48 - mmengine - INFO - Epoch(val) [13][4120/6282] eta: 0:01:39 time: 0.0460 data_time: 0.0024 memory: 2348 2022/08/31 11:10:48 - mmengine - INFO - Epoch(val) [13][4140/6282] eta: 0:01:34 time: 0.0442 data_time: 0.0034 memory: 2348 2022/08/31 11:10:49 - mmengine - INFO - Epoch(val) [13][4160/6282] eta: 0:01:23 time: 0.0396 data_time: 0.0017 memory: 2279 2022/08/31 11:10:50 - mmengine - INFO - Epoch(val) [13][4180/6282] eta: 0:01:24 time: 0.0403 data_time: 0.0021 memory: 2279 2022/08/31 11:10:51 - mmengine - INFO - Epoch(val) [13][4200/6282] eta: 0:01:27 time: 0.0419 data_time: 0.0019 memory: 2279 2022/08/31 11:10:52 - mmengine - INFO - Epoch(val) [13][4220/6282] eta: 0:01:24 time: 0.0409 data_time: 0.0030 memory: 2279 2022/08/31 11:10:53 - mmengine - INFO - Epoch(val) [13][4240/6282] eta: 0:02:19 time: 0.0684 data_time: 0.0025 memory: 2279 2022/08/31 11:10:54 - mmengine - INFO - Epoch(val) [13][4260/6282] eta: 0:01:39 time: 0.0490 data_time: 0.0023 memory: 2279 2022/08/31 11:10:55 - mmengine - INFO - Epoch(val) [13][4280/6282] eta: 0:01:29 time: 0.0445 data_time: 0.0035 memory: 2279 2022/08/31 11:10:56 - mmengine - INFO - Epoch(val) [13][4300/6282] eta: 0:01:32 time: 0.0466 data_time: 0.0031 memory: 2279 2022/08/31 11:10:57 - mmengine - INFO - Epoch(val) [13][4320/6282] eta: 0:01:25 time: 0.0433 data_time: 0.0021 memory: 2279 2022/08/31 11:10:58 - mmengine - INFO - Epoch(val) [13][4340/6282] eta: 0:01:20 time: 0.0412 data_time: 0.0021 memory: 2279 2022/08/31 11:10:59 - mmengine - INFO - Epoch(val) [13][4360/6282] eta: 0:01:21 time: 0.0424 data_time: 0.0019 memory: 2308 2022/08/31 11:10:59 - mmengine - INFO - Epoch(val) [13][4380/6282] eta: 0:01:19 time: 0.0417 data_time: 0.0027 memory: 2308 2022/08/31 11:11:00 - mmengine - INFO - Epoch(val) [13][4400/6282] eta: 0:01:20 time: 0.0427 data_time: 0.0029 memory: 2308 2022/08/31 11:11:01 - mmengine - INFO - Epoch(val) [13][4420/6282] eta: 0:01:14 time: 0.0403 data_time: 0.0022 memory: 2308 2022/08/31 11:11:02 - mmengine - INFO - Epoch(val) [13][4440/6282] eta: 0:01:26 time: 0.0467 data_time: 0.0034 memory: 2312 2022/08/31 11:11:03 - mmengine - INFO - Epoch(val) [13][4460/6282] eta: 0:01:42 time: 0.0562 data_time: 0.0137 memory: 2312 2022/08/31 11:11:04 - mmengine - INFO - Epoch(val) [13][4480/6282] eta: 0:01:14 time: 0.0415 data_time: 0.0026 memory: 2312 2022/08/31 11:11:05 - mmengine - INFO - Epoch(val) [13][4500/6282] eta: 0:01:15 time: 0.0423 data_time: 0.0027 memory: 2312 2022/08/31 11:11:06 - mmengine - INFO - Epoch(val) [13][4520/6282] eta: 0:01:20 time: 0.0455 data_time: 0.0024 memory: 2312 2022/08/31 11:11:07 - mmengine - INFO - Epoch(val) [13][4540/6282] eta: 0:01:14 time: 0.0426 data_time: 0.0028 memory: 2281 2022/08/31 11:11:07 - mmengine - INFO - Epoch(val) [13][4560/6282] eta: 0:01:13 time: 0.0425 data_time: 0.0027 memory: 2281 2022/08/31 11:11:08 - mmengine - INFO - Epoch(val) [13][4580/6282] eta: 0:01:18 time: 0.0460 data_time: 0.0027 memory: 2281 2022/08/31 11:11:09 - mmengine - INFO - Epoch(val) [13][4600/6282] eta: 0:01:07 time: 0.0403 data_time: 0.0022 memory: 2281 2022/08/31 11:11:10 - mmengine - INFO - Epoch(val) [13][4620/6282] eta: 0:01:14 time: 0.0449 data_time: 0.0018 memory: 2281 2022/08/31 11:11:11 - mmengine - INFO - Epoch(val) [13][4640/6282] eta: 0:01:12 time: 0.0441 data_time: 0.0029 memory: 2312 2022/08/31 11:11:12 - mmengine - INFO - Epoch(val) [13][4660/6282] eta: 0:01:10 time: 0.0437 data_time: 0.0024 memory: 2312 2022/08/31 11:11:13 - mmengine - INFO - Epoch(val) [13][4680/6282] eta: 0:01:16 time: 0.0476 data_time: 0.0025 memory: 2312 2022/08/31 11:11:14 - mmengine - INFO - Epoch(val) [13][4700/6282] eta: 0:01:06 time: 0.0418 data_time: 0.0019 memory: 2312 2022/08/31 11:11:15 - mmengine - INFO - Epoch(val) [13][4720/6282] eta: 0:01:10 time: 0.0449 data_time: 0.0022 memory: 2312 2022/08/31 11:11:15 - mmengine - INFO - Epoch(val) [13][4740/6282] eta: 0:01:08 time: 0.0446 data_time: 0.0036 memory: 2292 2022/08/31 11:11:16 - mmengine - INFO - Epoch(val) [13][4760/6282] eta: 0:01:11 time: 0.0471 data_time: 0.0033 memory: 2292 2022/08/31 11:11:17 - mmengine - INFO - Epoch(val) [13][4780/6282] eta: 0:01:03 time: 0.0421 data_time: 0.0021 memory: 2292 2022/08/31 11:11:18 - mmengine - INFO - Epoch(val) [13][4800/6282] eta: 0:01:03 time: 0.0430 data_time: 0.0026 memory: 2292 2022/08/31 11:11:19 - mmengine - INFO - Epoch(val) [13][4820/6282] eta: 0:01:00 time: 0.0411 data_time: 0.0022 memory: 2308 2022/08/31 11:11:20 - mmengine - INFO - Epoch(val) [13][4840/6282] eta: 0:01:04 time: 0.0447 data_time: 0.0024 memory: 2308 2022/08/31 11:11:21 - mmengine - INFO - Epoch(val) [13][4860/6282] eta: 0:00:59 time: 0.0416 data_time: 0.0018 memory: 2308 2022/08/31 11:11:22 - mmengine - INFO - Epoch(val) [13][4880/6282] eta: 0:00:59 time: 0.0426 data_time: 0.0024 memory: 2308 2022/08/31 11:11:23 - mmengine - INFO - Epoch(val) [13][4900/6282] eta: 0:01:02 time: 0.0455 data_time: 0.0038 memory: 2308 2022/08/31 11:11:23 - mmengine - INFO - Epoch(val) [13][4920/6282] eta: 0:00:57 time: 0.0426 data_time: 0.0029 memory: 2310 2022/08/31 11:11:24 - mmengine - INFO - Epoch(val) [13][4940/6282] eta: 0:01:02 time: 0.0462 data_time: 0.0029 memory: 2310 2022/08/31 11:11:25 - mmengine - INFO - Epoch(val) [13][4960/6282] eta: 0:00:58 time: 0.0443 data_time: 0.0022 memory: 2310 2022/08/31 11:11:26 - mmengine - INFO - Epoch(val) [13][4980/6282] eta: 0:01:01 time: 0.0473 data_time: 0.0025 memory: 2310 2022/08/31 11:11:27 - mmengine - INFO - Epoch(val) [13][5000/6282] eta: 0:00:54 time: 0.0425 data_time: 0.0028 memory: 2310 2022/08/31 11:11:28 - mmengine - INFO - Epoch(val) [13][5020/6282] eta: 0:00:53 time: 0.0425 data_time: 0.0029 memory: 2310 2022/08/31 11:11:29 - mmengine - INFO - Epoch(val) [13][5040/6282] eta: 0:00:50 time: 0.0404 data_time: 0.0026 memory: 2281 2022/08/31 11:11:30 - mmengine - INFO - Epoch(val) [13][5060/6282] eta: 0:00:55 time: 0.0457 data_time: 0.0024 memory: 2281 2022/08/31 11:11:31 - mmengine - INFO - Epoch(val) [13][5080/6282] eta: 0:00:59 time: 0.0495 data_time: 0.0019 memory: 2281 2022/08/31 11:11:31 - mmengine - INFO - Epoch(val) [13][5100/6282] eta: 0:00:49 time: 0.0420 data_time: 0.0019 memory: 2281 2022/08/31 11:11:33 - mmengine - INFO - Epoch(val) [13][5120/6282] eta: 0:01:20 time: 0.0691 data_time: 0.0025 memory: 2281 2022/08/31 11:11:34 - mmengine - INFO - Epoch(val) [13][5140/6282] eta: 0:00:40 time: 0.0357 data_time: 0.0019 memory: 2279 2022/08/31 11:11:34 - mmengine - INFO - Epoch(val) [13][5160/6282] eta: 0:00:49 time: 0.0440 data_time: 0.0018 memory: 2279 2022/08/31 11:11:35 - mmengine - INFO - Epoch(val) [13][5180/6282] eta: 0:00:46 time: 0.0424 data_time: 0.0024 memory: 2279 2022/08/31 11:11:36 - mmengine - INFO - Epoch(val) [13][5200/6282] eta: 0:00:45 time: 0.0422 data_time: 0.0023 memory: 2279 2022/08/31 11:11:37 - mmengine - INFO - Epoch(val) [13][5220/6282] eta: 0:00:43 time: 0.0407 data_time: 0.0021 memory: 2279 2022/08/31 11:11:38 - mmengine - INFO - Epoch(val) [13][5240/6282] eta: 0:00:52 time: 0.0508 data_time: 0.0019 memory: 2282 2022/08/31 11:11:39 - mmengine - INFO - Epoch(val) [13][5260/6282] eta: 0:00:43 time: 0.0428 data_time: 0.0021 memory: 2279 2022/08/31 11:11:40 - mmengine - INFO - Epoch(val) [13][5280/6282] eta: 0:00:46 time: 0.0465 data_time: 0.0025 memory: 2279 2022/08/31 11:11:41 - mmengine - INFO - Epoch(val) [13][5300/6282] eta: 0:00:47 time: 0.0485 data_time: 0.0025 memory: 2279 2022/08/31 11:11:42 - mmengine - INFO - Epoch(val) [13][5320/6282] eta: 0:00:40 time: 0.0421 data_time: 0.0026 memory: 2279 2022/08/31 11:11:43 - mmengine - INFO - Epoch(val) [13][5340/6282] eta: 0:00:44 time: 0.0477 data_time: 0.0023 memory: 2279 2022/08/31 11:11:43 - mmengine - INFO - Epoch(val) [13][5360/6282] eta: 0:00:37 time: 0.0401 data_time: 0.0026 memory: 2279 2022/08/31 11:11:44 - mmengine - INFO - Epoch(val) [13][5380/6282] eta: 0:00:44 time: 0.0498 data_time: 0.0024 memory: 2279 2022/08/31 11:11:45 - mmengine - INFO - Epoch(val) [13][5400/6282] eta: 0:00:38 time: 0.0434 data_time: 0.0024 memory: 2279 2022/08/31 11:11:46 - mmengine - INFO - Epoch(val) [13][5420/6282] eta: 0:00:34 time: 0.0397 data_time: 0.0024 memory: 2279 2022/08/31 11:11:47 - mmengine - INFO - Epoch(val) [13][5440/6282] eta: 0:00:36 time: 0.0432 data_time: 0.0025 memory: 2279 2022/08/31 11:11:48 - mmengine - INFO - Epoch(val) [13][5460/6282] eta: 0:00:35 time: 0.0434 data_time: 0.0028 memory: 2279 2022/08/31 11:11:49 - mmengine - INFO - Epoch(val) [13][5480/6282] eta: 0:00:34 time: 0.0429 data_time: 0.0027 memory: 2279 2022/08/31 11:11:49 - mmengine - INFO - Epoch(val) [13][5500/6282] eta: 0:00:31 time: 0.0397 data_time: 0.0018 memory: 2279 2022/08/31 11:11:50 - mmengine - INFO - Epoch(val) [13][5520/6282] eta: 0:00:34 time: 0.0450 data_time: 0.0028 memory: 2289 2022/08/31 11:11:51 - mmengine - INFO - Epoch(val) [13][5540/6282] eta: 0:00:34 time: 0.0459 data_time: 0.0032 memory: 2289 2022/08/31 11:11:52 - mmengine - INFO - Epoch(val) [13][5560/6282] eta: 0:00:32 time: 0.0444 data_time: 0.0023 memory: 2289 2022/08/31 11:11:54 - mmengine - INFO - Epoch(val) [13][5580/6282] eta: 0:00:46 time: 0.0663 data_time: 0.0022 memory: 2289 2022/08/31 11:11:54 - mmengine - INFO - Epoch(val) [13][5600/6282] eta: 0:00:31 time: 0.0455 data_time: 0.0026 memory: 2289 2022/08/31 11:11:55 - mmengine - INFO - Epoch(val) [13][5620/6282] eta: 0:00:28 time: 0.0434 data_time: 0.0023 memory: 2289 2022/08/31 11:11:56 - mmengine - INFO - Epoch(val) [13][5640/6282] eta: 0:00:27 time: 0.0436 data_time: 0.0028 memory: 2279 2022/08/31 11:11:57 - mmengine - INFO - Epoch(val) [13][5660/6282] eta: 0:00:25 time: 0.0416 data_time: 0.0022 memory: 2279 2022/08/31 11:11:58 - mmengine - INFO - Epoch(val) [13][5680/6282] eta: 0:00:27 time: 0.0452 data_time: 0.0038 memory: 2279 2022/08/31 11:11:59 - mmengine - INFO - Epoch(val) [13][5700/6282] eta: 0:00:24 time: 0.0427 data_time: 0.0019 memory: 2279 2022/08/31 11:12:00 - mmengine - INFO - Epoch(val) [13][5720/6282] eta: 0:00:24 time: 0.0428 data_time: 0.0025 memory: 2296 2022/08/31 11:12:01 - mmengine - INFO - Epoch(val) [13][5740/6282] eta: 0:00:22 time: 0.0419 data_time: 0.0023 memory: 2296 2022/08/31 11:12:01 - mmengine - INFO - Epoch(val) [13][5760/6282] eta: 0:00:23 time: 0.0445 data_time: 0.0034 memory: 2296 2022/08/31 11:12:03 - mmengine - INFO - Epoch(val) [13][5780/6282] eta: 0:00:26 time: 0.0535 data_time: 0.0038 memory: 2296 2022/08/31 11:12:03 - mmengine - INFO - Epoch(val) [13][5800/6282] eta: 0:00:20 time: 0.0417 data_time: 0.0028 memory: 2296 2022/08/31 11:12:04 - mmengine - INFO - Epoch(val) [13][5820/6282] eta: 0:00:20 time: 0.0439 data_time: 0.0021 memory: 2296 2022/08/31 11:12:05 - mmengine - INFO - Epoch(val) [13][5840/6282] eta: 0:00:17 time: 0.0407 data_time: 0.0025 memory: 2289 2022/08/31 11:12:06 - mmengine - INFO - Epoch(val) [13][5860/6282] eta: 0:00:18 time: 0.0432 data_time: 0.0034 memory: 2289 2022/08/31 11:12:07 - mmengine - INFO - Epoch(val) [13][5880/6282] eta: 0:00:17 time: 0.0425 data_time: 0.0026 memory: 2289 2022/08/31 11:12:08 - mmengine - INFO - Epoch(val) [13][5900/6282] eta: 0:00:16 time: 0.0445 data_time: 0.0024 memory: 2289 2022/08/31 11:12:09 - mmengine - INFO - Epoch(val) [13][5920/6282] eta: 0:00:16 time: 0.0451 data_time: 0.0032 memory: 2289 2022/08/31 11:12:09 - mmengine - INFO - Epoch(val) [13][5940/6282] eta: 0:00:13 time: 0.0385 data_time: 0.0021 memory: 2279 2022/08/31 11:12:10 - mmengine - INFO - Epoch(val) [13][5960/6282] eta: 0:00:13 time: 0.0406 data_time: 0.0019 memory: 2279 2022/08/31 11:12:11 - mmengine - INFO - Epoch(val) [13][5980/6282] eta: 0:00:12 time: 0.0400 data_time: 0.0037 memory: 2279 2022/08/31 11:12:12 - mmengine - INFO - Epoch(val) [13][6000/6282] eta: 0:00:11 time: 0.0403 data_time: 0.0020 memory: 2308 2022/08/31 11:12:13 - mmengine - INFO - Epoch(val) [13][6020/6282] eta: 0:00:17 time: 0.0685 data_time: 0.0024 memory: 2308 2022/08/31 11:12:14 - mmengine - INFO - Epoch(val) [13][6040/6282] eta: 0:00:09 time: 0.0409 data_time: 0.0030 memory: 2308 2022/08/31 11:12:15 - mmengine - INFO - Epoch(val) [13][6060/6282] eta: 0:00:09 time: 0.0428 data_time: 0.0018 memory: 2308 2022/08/31 11:12:16 - mmengine - INFO - Epoch(val) [13][6080/6282] eta: 0:00:09 time: 0.0477 data_time: 0.0022 memory: 2308 2022/08/31 11:12:17 - mmengine - INFO - Epoch(val) [13][6100/6282] eta: 0:00:07 time: 0.0421 data_time: 0.0019 memory: 2308 2022/08/31 11:12:18 - mmengine - INFO - Epoch(val) [13][6120/6282] eta: 0:00:08 time: 0.0505 data_time: 0.0026 memory: 2308 2022/08/31 11:12:19 - mmengine - INFO - Epoch(val) [13][6140/6282] eta: 0:00:07 time: 0.0523 data_time: 0.0019 memory: 2308 2022/08/31 11:12:20 - mmengine - INFO - Epoch(val) [13][6160/6282] eta: 0:00:06 time: 0.0537 data_time: 0.0022 memory: 2308 2022/08/31 11:12:21 - mmengine - INFO - Epoch(val) [13][6180/6282] eta: 0:00:04 time: 0.0412 data_time: 0.0018 memory: 2308 2022/08/31 11:12:22 - mmengine - INFO - Epoch(val) [13][6200/6282] eta: 0:00:03 time: 0.0416 data_time: 0.0024 memory: 2308 2022/08/31 11:12:22 - mmengine - INFO - Epoch(val) [13][6220/6282] eta: 0:00:02 time: 0.0466 data_time: 0.0029 memory: 2308 2022/08/31 11:12:23 - mmengine - INFO - Epoch(val) [13][6240/6282] eta: 0:00:01 time: 0.0403 data_time: 0.0023 memory: 2308 2022/08/31 11:12:24 - mmengine - INFO - Epoch(val) [13][6260/6282] eta: 0:00:00 time: 0.0372 data_time: 0.0016 memory: 2308 2022/08/31 11:12:25 - mmengine - INFO - Epoch(val) [13][6280/6282] eta: 0:00:00 time: 0.0401 data_time: 0.0017 memory: 2308 2022/08/31 11:17:49 - mmengine - INFO - Epoch(val) [13][6282/6282] mAP/mAP@0.5IOU: 0.2407 2022/08/31 11:17:49 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_13.pth is removed 2022/08/31 11:17:52 - mmengine - INFO - The best checkpoint with 0.2407 mAP/mAP@0.5IOU at 14 epoch is saved to best_mAP/mAP@0.5IOU_epoch_14.pth. 2022/08/31 11:18:03 - mmengine - INFO - Epoch(train) [14][20/1921] lr: 1.5000e-02 eta: 1:56:09 time: 0.5370 data_time: 0.0329 memory: 8474 grad_norm: 0.0921 recall@thr=0.5: 0.7088 prec@thr=0.5: 0.7719 recall@top3: 0.7904 prec@top3: 0.7193 recall@top5: 0.9781 prec@top5: 0.5368 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 11:18:07 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 11:18:13 - mmengine - INFO - Epoch(train) [14][40/1921] lr: 1.5000e-02 eta: 1:55:59 time: 0.5106 data_time: 0.0199 memory: 8517 grad_norm: 0.0968 recall@thr=0.5: 0.7837 prec@thr=0.5: 0.7520 recall@top3: 0.8472 prec@top3: 0.6429 recall@top5: 0.9940 prec@top5: 0.4571 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 11:18:24 - mmengine - INFO - Epoch(train) [14][60/1921] lr: 1.5000e-02 eta: 1:55:49 time: 0.5623 data_time: 0.0220 memory: 8474 grad_norm: 0.0934 recall@thr=0.5: 0.7436 prec@thr=0.5: 0.7628 recall@top3: 0.8846 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4538 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 11:18:35 - mmengine - INFO - Epoch(train) [14][80/1921] lr: 1.5000e-02 eta: 1:55:38 time: 0.5337 data_time: 0.0187 memory: 8526 grad_norm: 0.0913 recall@thr=0.5: 0.8141 prec@thr=0.5: 0.8141 recall@top3: 0.8397 prec@top3: 0.6068 recall@top5: 0.9530 prec@top5: 0.4308 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 11:18:45 - mmengine - INFO - Epoch(train) [14][100/1921] lr: 1.5000e-02 eta: 1:55:28 time: 0.5143 data_time: 0.0198 memory: 8542 grad_norm: 0.0991 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.8071 recall@top3: 0.8595 prec@top3: 0.7048 recall@top5: 0.9595 prec@top5: 0.4743 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 11:18:56 - mmengine - INFO - Epoch(train) [14][120/1921] lr: 1.5000e-02 eta: 1:55:18 time: 0.5338 data_time: 0.0189 memory: 8577 grad_norm: 0.0946 recall@thr=0.5: 0.7378 prec@thr=0.5: 0.8296 recall@top3: 0.8096 prec@top3: 0.7037 recall@top5: 0.9400 prec@top5: 0.5067 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 11:19:06 - mmengine - INFO - Epoch(train) [14][140/1921] lr: 1.5000e-02 eta: 1:55:07 time: 0.5093 data_time: 0.0202 memory: 8568 grad_norm: 0.0942 recall@thr=0.5: 0.8468 prec@thr=0.5: 0.8919 recall@top3: 0.9279 prec@top3: 0.8018 recall@top5: 1.0000 prec@top5: 0.5243 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 11:19:17 - mmengine - INFO - Epoch(train) [14][160/1921] lr: 1.5000e-02 eta: 1:54:57 time: 0.5238 data_time: 0.0205 memory: 8534 grad_norm: 0.0911 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.8274 recall@top3: 0.7708 prec@top3: 0.6548 recall@top5: 0.9137 prec@top5: 0.4786 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 11:19:27 - mmengine - INFO - Epoch(train) [14][180/1921] lr: 1.5000e-02 eta: 1:54:46 time: 0.4943 data_time: 0.0201 memory: 8620 grad_norm: 0.0946 recall@thr=0.5: 0.7073 prec@thr=0.5: 0.7520 recall@top3: 0.8232 prec@top3: 0.7236 recall@top5: 0.9573 prec@top5: 0.5073 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 11:19:37 - mmengine - INFO - Epoch(train) [14][200/1921] lr: 1.5000e-02 eta: 1:54:36 time: 0.5149 data_time: 0.0198 memory: 8500 grad_norm: 0.0941 recall@thr=0.5: 0.6206 prec@thr=0.5: 0.7694 recall@top3: 0.8567 prec@top3: 0.6667 recall@top5: 0.9533 prec@top5: 0.4667 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 11:19:48 - mmengine - INFO - Epoch(train) [14][220/1921] lr: 1.5000e-02 eta: 1:54:26 time: 0.5310 data_time: 0.0159 memory: 8491 grad_norm: 0.0907 recall@thr=0.5: 0.6444 prec@thr=0.5: 0.7556 recall@top3: 0.7444 prec@top3: 0.5556 recall@top5: 0.8417 prec@top5: 0.3733 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 11:19:57 - mmengine - INFO - Epoch(train) [14][240/1921] lr: 1.5000e-02 eta: 1:54:15 time: 0.4989 data_time: 0.0221 memory: 8559 grad_norm: 0.0926 recall@thr=0.5: 0.7650 prec@thr=0.5: 0.8376 recall@top3: 0.8974 prec@top3: 0.7607 recall@top5: 0.9872 prec@top5: 0.5128 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 11:20:08 - mmengine - INFO - Epoch(train) [14][260/1921] lr: 1.5000e-02 eta: 1:54:05 time: 0.5412 data_time: 0.0150 memory: 8662 grad_norm: 0.0929 recall@thr=0.5: 0.7033 prec@thr=0.5: 0.8484 recall@top3: 0.7732 prec@top3: 0.7978 recall@top5: 0.9549 prec@top5: 0.6131 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 11:20:19 - mmengine - INFO - Epoch(train) [14][280/1921] lr: 1.5000e-02 eta: 1:53:55 time: 0.5252 data_time: 0.0208 memory: 8594 grad_norm: 0.0911 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7338 recall@top3: 0.7546 prec@top3: 0.5370 recall@top5: 0.9722 prec@top5: 0.4333 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 11:20:29 - mmengine - INFO - Epoch(train) [14][300/1921] lr: 1.5000e-02 eta: 1:53:44 time: 0.5244 data_time: 0.0163 memory: 8594 grad_norm: 0.0946 recall@thr=0.5: 0.7819 prec@thr=0.5: 0.7696 recall@top3: 0.8407 prec@top3: 0.5294 recall@top5: 0.9485 prec@top5: 0.3765 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 11:20:40 - mmengine - INFO - Epoch(train) [14][320/1921] lr: 1.5000e-02 eta: 1:53:34 time: 0.5199 data_time: 0.0208 memory: 8491 grad_norm: 0.0941 recall@thr=0.5: 0.8034 prec@thr=0.5: 0.7265 recall@top3: 0.9145 prec@top3: 0.6752 recall@top5: 0.9936 prec@top5: 0.4564 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 11:20:50 - mmengine - INFO - Epoch(train) [14][340/1921] lr: 1.5000e-02 eta: 1:53:23 time: 0.4958 data_time: 0.0169 memory: 8491 grad_norm: 0.0929 recall@thr=0.5: 0.7197 prec@thr=0.5: 0.7096 recall@top3: 0.8333 prec@top3: 0.6263 recall@top5: 0.8939 prec@top5: 0.4182 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 11:21:01 - mmengine - INFO - Epoch(train) [14][360/1921] lr: 1.5000e-02 eta: 1:53:13 time: 0.5438 data_time: 0.0163 memory: 8620 grad_norm: 0.0959 recall@thr=0.5: 0.8464 prec@thr=0.5: 0.7734 recall@top3: 0.8984 prec@top3: 0.6875 recall@top5: 0.9740 prec@top5: 0.4500 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 11:21:10 - mmengine - INFO - Epoch(train) [14][380/1921] lr: 1.5000e-02 eta: 1:53:03 time: 0.4991 data_time: 0.0222 memory: 8552 grad_norm: 0.0964 recall@thr=0.5: 0.7872 prec@thr=0.5: 0.8039 recall@top3: 0.8032 prec@top3: 0.6950 recall@top5: 0.9823 prec@top5: 0.5234 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 11:21:21 - mmengine - INFO - Epoch(train) [14][400/1921] lr: 1.5000e-02 eta: 1:52:52 time: 0.5284 data_time: 0.0150 memory: 8508 grad_norm: 0.0889 recall@thr=0.5: 0.7888 prec@thr=0.5: 0.8159 recall@top3: 0.8740 prec@top3: 0.7054 recall@top5: 0.9535 prec@top5: 0.4651 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 11:21:32 - mmengine - INFO - Epoch(train) [14][420/1921] lr: 1.5000e-02 eta: 1:52:42 time: 0.5324 data_time: 0.0214 memory: 8534 grad_norm: 0.0907 recall@thr=0.5: 0.6410 prec@thr=0.5: 0.5897 recall@top3: 0.7981 prec@top3: 0.5128 recall@top5: 0.9135 prec@top5: 0.3692 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 11:21:42 - mmengine - INFO - Epoch(train) [14][440/1921] lr: 1.5000e-02 eta: 1:52:32 time: 0.5245 data_time: 0.0153 memory: 8482 grad_norm: 0.0934 recall@thr=0.5: 0.6557 prec@thr=0.5: 0.7736 recall@top3: 0.7540 prec@top3: 0.6667 recall@top5: 0.9023 prec@top5: 0.5034 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 11:21:52 - mmengine - INFO - Epoch(train) [14][460/1921] lr: 1.5000e-02 eta: 1:52:21 time: 0.5094 data_time: 0.0249 memory: 8517 grad_norm: 0.0961 recall@thr=0.5: 0.6952 prec@thr=0.5: 0.8476 recall@top3: 0.7976 prec@top3: 0.5810 recall@top5: 0.8762 prec@top5: 0.4000 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 11:22:03 - mmengine - INFO - Epoch(train) [14][480/1921] lr: 1.5000e-02 eta: 1:52:11 time: 0.5182 data_time: 0.0165 memory: 8526 grad_norm: 0.0934 recall@thr=0.5: 0.6505 prec@thr=0.5: 0.7903 recall@top3: 0.7930 prec@top3: 0.6989 recall@top5: 0.9516 prec@top5: 0.5161 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 11:22:13 - mmengine - INFO - Epoch(train) [14][500/1921] lr: 1.5000e-02 eta: 1:52:00 time: 0.5189 data_time: 0.0257 memory: 8559 grad_norm: 0.0933 recall@thr=0.5: 0.5929 prec@thr=0.5: 0.6897 recall@top3: 0.6968 prec@top3: 0.6905 recall@top5: 0.8960 prec@top5: 0.5333 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 11:22:24 - mmengine - INFO - Epoch(train) [14][520/1921] lr: 1.5000e-02 eta: 1:51:50 time: 0.5509 data_time: 0.0159 memory: 8517 grad_norm: 0.0962 recall@thr=0.5: 0.7801 prec@thr=0.5: 0.8287 recall@top3: 0.8519 prec@top3: 0.6759 recall@top5: 0.9444 prec@top5: 0.4556 loss_action_cls: 0.0299 loss: 0.0299 2022/08/31 11:22:35 - mmengine - INFO - Epoch(train) [14][540/1921] lr: 1.5000e-02 eta: 1:51:40 time: 0.5215 data_time: 0.0247 memory: 8552 grad_norm: 0.0949 recall@thr=0.5: 0.5860 prec@thr=0.5: 0.8011 recall@top3: 0.7876 prec@top3: 0.7204 recall@top5: 0.9274 prec@top5: 0.5290 loss_action_cls: 0.0308 loss: 0.0308 2022/08/31 11:22:45 - mmengine - INFO - Epoch(train) [14][560/1921] lr: 1.5000e-02 eta: 1:51:30 time: 0.5181 data_time: 0.0173 memory: 8517 grad_norm: 0.0931 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8472 recall@top3: 0.9537 prec@top3: 0.6852 recall@top5: 1.0000 prec@top5: 0.4389 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 11:22:55 - mmengine - INFO - Epoch(train) [14][580/1921] lr: 1.5000e-02 eta: 1:51:19 time: 0.5153 data_time: 0.0228 memory: 8731 grad_norm: 0.0983 recall@thr=0.5: 0.7147 prec@thr=0.5: 0.7756 recall@top3: 0.7404 prec@top3: 0.5385 recall@top5: 0.9038 prec@top5: 0.3846 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 11:23:05 - mmengine - INFO - Epoch(train) [14][600/1921] lr: 1.5000e-02 eta: 1:51:09 time: 0.5046 data_time: 0.0173 memory: 8508 grad_norm: 0.0934 recall@thr=0.5: 0.8157 prec@thr=0.5: 0.8788 recall@top3: 0.8889 prec@top3: 0.7576 recall@top5: 0.9520 prec@top5: 0.4970 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 11:23:16 - mmengine - INFO - Epoch(train) [14][620/1921] lr: 1.5000e-02 eta: 1:50:59 time: 0.5455 data_time: 0.0383 memory: 8542 grad_norm: 0.0926 recall@thr=0.5: 0.6814 prec@thr=0.5: 0.7791 recall@top3: 0.8535 prec@top3: 0.6279 recall@top5: 0.9322 prec@top5: 0.4326 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 11:23:26 - mmengine - INFO - Epoch(train) [14][640/1921] lr: 1.5000e-02 eta: 1:50:48 time: 0.4963 data_time: 0.0145 memory: 8447 grad_norm: 0.0914 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7247 recall@top3: 0.8687 prec@top3: 0.6667 recall@top5: 0.9596 prec@top5: 0.4606 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 11:23:37 - mmengine - INFO - Epoch(train) [14][660/1921] lr: 1.5000e-02 eta: 1:50:38 time: 0.5385 data_time: 0.0192 memory: 8585 grad_norm: 0.0928 recall@thr=0.5: 0.7789 prec@thr=0.5: 0.8070 recall@top3: 0.8342 prec@top3: 0.6667 recall@top5: 0.9386 prec@top5: 0.4737 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 11:23:47 - mmengine - INFO - Epoch(train) [14][680/1921] lr: 1.5000e-02 eta: 1:50:27 time: 0.4961 data_time: 0.0151 memory: 8482 grad_norm: 0.0926 recall@thr=0.5: 0.7889 prec@thr=0.5: 0.8389 recall@top3: 0.8389 prec@top3: 0.5889 recall@top5: 0.9250 prec@top5: 0.4067 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 11:23:57 - mmengine - INFO - Epoch(train) [14][700/1921] lr: 1.5000e-02 eta: 1:50:17 time: 0.5275 data_time: 0.0174 memory: 8500 grad_norm: 0.0959 recall@thr=0.5: 0.8767 prec@thr=0.5: 0.8767 recall@top3: 0.9267 prec@top3: 0.7067 recall@top5: 0.9900 prec@top5: 0.4720 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 11:24:08 - mmengine - INFO - Epoch(train) [14][720/1921] lr: 1.5000e-02 eta: 1:50:06 time: 0.5080 data_time: 0.0153 memory: 8542 grad_norm: 0.0918 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.7870 recall@top3: 0.8495 prec@top3: 0.6481 recall@top5: 0.9444 prec@top5: 0.4444 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 11:24:18 - mmengine - INFO - Epoch(train) [14][740/1921] lr: 1.5000e-02 eta: 1:49:56 time: 0.5013 data_time: 0.0206 memory: 8542 grad_norm: 0.0913 recall@thr=0.5: 0.7976 prec@thr=0.5: 0.7786 recall@top3: 0.8429 prec@top3: 0.6762 recall@top5: 0.9405 prec@top5: 0.4686 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 11:24:28 - mmengine - INFO - Epoch(train) [14][760/1921] lr: 1.5000e-02 eta: 1:49:45 time: 0.5118 data_time: 0.0166 memory: 8500 grad_norm: 0.0914 recall@thr=0.5: 0.8656 prec@thr=0.5: 0.8978 recall@top3: 0.8763 prec@top3: 0.7419 recall@top5: 0.9462 prec@top5: 0.4774 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 11:24:38 - mmengine - INFO - Epoch(train) [14][780/1921] lr: 1.5000e-02 eta: 1:49:35 time: 0.5194 data_time: 0.0217 memory: 8542 grad_norm: 0.0936 recall@thr=0.5: 0.8278 prec@thr=0.5: 0.8978 recall@top3: 0.9000 prec@top3: 0.7444 recall@top5: 0.9889 prec@top5: 0.5067 loss_action_cls: 0.0366 loss: 0.0366 2022/08/31 11:24:49 - mmengine - INFO - Epoch(train) [14][800/1921] lr: 1.5000e-02 eta: 1:49:25 time: 0.5315 data_time: 0.0164 memory: 8594 grad_norm: 0.0898 recall@thr=0.5: 0.7400 prec@thr=0.5: 0.7800 recall@top3: 0.8267 prec@top3: 0.6933 recall@top5: 0.9400 prec@top5: 0.5040 loss_action_cls: 0.0293 loss: 0.0293 2022/08/31 11:24:59 - mmengine - INFO - Epoch(train) [14][820/1921] lr: 1.5000e-02 eta: 1:49:14 time: 0.5282 data_time: 0.0208 memory: 8585 grad_norm: 0.0920 recall@thr=0.5: 0.7672 prec@thr=0.5: 0.7598 recall@top3: 0.8431 prec@top3: 0.6667 recall@top5: 0.9093 prec@top5: 0.4412 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 11:25:10 - mmengine - INFO - Epoch(train) [14][840/1921] lr: 1.5000e-02 eta: 1:49:04 time: 0.5382 data_time: 0.0165 memory: 8577 grad_norm: 0.0964 recall@thr=0.5: 0.5964 prec@thr=0.5: 0.7135 recall@top3: 0.7057 prec@top3: 0.6458 recall@top5: 0.8333 prec@top5: 0.4500 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 11:25:22 - mmengine - INFO - Epoch(train) [14][860/1921] lr: 1.5000e-02 eta: 1:48:54 time: 0.5687 data_time: 0.0205 memory: 8491 grad_norm: 0.0892 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.8315 recall@top3: 0.8093 prec@top3: 0.7407 recall@top5: 0.9593 prec@top5: 0.5422 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 11:25:31 - mmengine - INFO - Epoch(train) [14][880/1921] lr: 1.5000e-02 eta: 1:48:44 time: 0.4938 data_time: 0.0168 memory: 8654 grad_norm: 0.0959 recall@thr=0.5: 0.6290 prec@thr=0.5: 0.7473 recall@top3: 0.8629 prec@top3: 0.6237 recall@top5: 0.9731 prec@top5: 0.4129 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 11:25:42 - mmengine - INFO - Epoch(train) [14][900/1921] lr: 1.5000e-02 eta: 1:48:33 time: 0.5412 data_time: 0.0171 memory: 8491 grad_norm: 0.0944 recall@thr=0.5: 0.8578 prec@thr=0.5: 0.9020 recall@top3: 0.8848 prec@top3: 0.7745 recall@top5: 0.9804 prec@top5: 0.5235 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 11:25:52 - mmengine - INFO - Epoch(train) [14][920/1921] lr: 1.5000e-02 eta: 1:48:23 time: 0.4919 data_time: 0.0171 memory: 8568 grad_norm: 0.0928 recall@thr=0.5: 0.7151 prec@thr=0.5: 0.7876 recall@top3: 0.7903 prec@top3: 0.7097 recall@top5: 0.8817 prec@top5: 0.4903 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 11:26:03 - mmengine - INFO - Epoch(train) [14][940/1921] lr: 1.5000e-02 eta: 1:48:13 time: 0.5348 data_time: 0.0205 memory: 8552 grad_norm: 0.0900 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.8796 recall@top3: 0.8745 prec@top3: 0.6944 recall@top5: 0.9782 prec@top5: 0.4889 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 11:26:13 - mmengine - INFO - Epoch(train) [14][960/1921] lr: 1.5000e-02 eta: 1:48:02 time: 0.5231 data_time: 0.0166 memory: 8508 grad_norm: 0.0927 recall@thr=0.5: 0.7004 prec@thr=0.5: 0.8254 recall@top3: 0.8234 prec@top3: 0.6905 recall@top5: 0.9663 prec@top5: 0.5000 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 11:26:24 - mmengine - INFO - Epoch(train) [14][980/1921] lr: 1.5000e-02 eta: 1:47:52 time: 0.5442 data_time: 0.0219 memory: 8508 grad_norm: 0.0926 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.7798 recall@top3: 0.8512 prec@top3: 0.6548 recall@top5: 0.9256 prec@top5: 0.4357 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 11:26:35 - mmengine - INFO - Epoch(train) [14][1000/1921] lr: 1.5000e-02 eta: 1:47:42 time: 0.5459 data_time: 0.0203 memory: 8629 grad_norm: 0.0930 recall@thr=0.5: 0.7838 prec@thr=0.5: 0.7524 recall@top3: 0.8352 prec@top3: 0.6571 recall@top5: 0.9371 prec@top5: 0.4571 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 11:26:46 - mmengine - INFO - Epoch(train) [14][1020/1921] lr: 1.5000e-02 eta: 1:47:32 time: 0.5357 data_time: 0.0182 memory: 8654 grad_norm: 0.0968 recall@thr=0.5: 0.6240 prec@thr=0.5: 0.6512 recall@top3: 0.8391 prec@top3: 0.6589 recall@top5: 0.9457 prec@top5: 0.4558 loss_action_cls: 0.0290 loss: 0.0290 2022/08/31 11:26:49 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 11:26:56 - mmengine - INFO - Epoch(train) [14][1040/1921] lr: 1.5000e-02 eta: 1:47:21 time: 0.5315 data_time: 0.0197 memory: 8526 grad_norm: 0.0962 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7333 recall@top3: 0.8472 prec@top3: 0.6556 recall@top5: 0.9667 prec@top5: 0.4467 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 11:27:07 - mmengine - INFO - Epoch(train) [14][1060/1921] lr: 1.5000e-02 eta: 1:47:11 time: 0.5277 data_time: 0.0189 memory: 8559 grad_norm: 0.0897 recall@thr=0.5: 0.7489 prec@thr=0.5: 0.7318 recall@top3: 0.7765 prec@top3: 0.6212 recall@top5: 0.9189 prec@top5: 0.4636 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 11:27:17 - mmengine - INFO - Epoch(train) [14][1080/1921] lr: 1.5000e-02 eta: 1:47:01 time: 0.4964 data_time: 0.0189 memory: 8508 grad_norm: 0.0961 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7769 recall@top3: 0.7569 prec@top3: 0.7315 recall@top5: 0.9051 prec@top5: 0.5278 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 11:27:27 - mmengine - INFO - Epoch(train) [14][1100/1921] lr: 1.5000e-02 eta: 1:46:50 time: 0.5240 data_time: 0.0164 memory: 8508 grad_norm: 0.0933 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.9015 recall@top3: 0.8318 prec@top3: 0.7677 recall@top5: 0.9924 prec@top5: 0.5576 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 11:27:38 - mmengine - INFO - Epoch(train) [14][1120/1921] lr: 1.5000e-02 eta: 1:46:40 time: 0.5204 data_time: 0.0190 memory: 8457 grad_norm: 0.0973 recall@thr=0.5: 0.8532 prec@thr=0.5: 0.9259 recall@top3: 0.9014 prec@top3: 0.8889 recall@top5: 0.9722 prec@top5: 0.5889 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 11:27:48 - mmengine - INFO - Epoch(train) [14][1140/1921] lr: 1.5000e-02 eta: 1:46:30 time: 0.5315 data_time: 0.0199 memory: 8559 grad_norm: 0.0912 recall@thr=0.5: 0.7171 prec@thr=0.5: 0.8268 recall@top3: 0.8004 prec@top3: 0.7544 recall@top5: 0.9474 prec@top5: 0.5368 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 11:27:59 - mmengine - INFO - Epoch(train) [14][1160/1921] lr: 1.5000e-02 eta: 1:46:19 time: 0.5030 data_time: 0.0186 memory: 8526 grad_norm: 0.1022 recall@thr=0.5: 0.6897 prec@thr=0.5: 0.8362 recall@top3: 0.8017 prec@top3: 0.6207 recall@top5: 0.9282 prec@top5: 0.4414 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 11:28:09 - mmengine - INFO - Epoch(train) [14][1180/1921] lr: 1.5000e-02 eta: 1:46:09 time: 0.5200 data_time: 0.0188 memory: 8568 grad_norm: 0.0923 recall@thr=0.5: 0.7946 prec@thr=0.5: 0.8958 recall@top3: 0.8780 prec@top3: 0.6548 recall@top5: 0.9405 prec@top5: 0.4286 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 11:28:19 - mmengine - INFO - Epoch(train) [14][1200/1921] lr: 1.5000e-02 eta: 1:45:58 time: 0.4931 data_time: 0.0171 memory: 8559 grad_norm: 0.0925 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7833 recall@top3: 0.9444 prec@top3: 0.7333 recall@top5: 0.9889 prec@top5: 0.4533 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 11:28:29 - mmengine - INFO - Epoch(train) [14][1220/1921] lr: 1.5000e-02 eta: 1:45:48 time: 0.5249 data_time: 0.0157 memory: 8568 grad_norm: 0.0966 recall@thr=0.5: 0.6935 prec@thr=0.5: 0.7634 recall@top3: 0.8441 prec@top3: 0.5591 recall@top5: 0.9704 prec@top5: 0.4000 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 11:28:39 - mmengine - INFO - Epoch(train) [14][1240/1921] lr: 1.5000e-02 eta: 1:45:37 time: 0.5054 data_time: 0.0175 memory: 8517 grad_norm: 0.0950 recall@thr=0.5: 0.6544 prec@thr=0.5: 0.7917 recall@top3: 0.7696 prec@top3: 0.6765 recall@top5: 0.9216 prec@top5: 0.4882 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 11:28:50 - mmengine - INFO - Epoch(train) [14][1260/1921] lr: 1.5000e-02 eta: 1:45:27 time: 0.5209 data_time: 0.0187 memory: 8517 grad_norm: 0.0939 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.9020 recall@top3: 0.8603 prec@top3: 0.6961 recall@top5: 0.9485 prec@top5: 0.4706 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 11:29:00 - mmengine - INFO - Epoch(train) [14][1280/1921] lr: 1.5000e-02 eta: 1:45:16 time: 0.5071 data_time: 0.0164 memory: 8612 grad_norm: 0.0922 recall@thr=0.5: 0.8017 prec@thr=0.5: 0.8736 recall@top3: 0.8592 prec@top3: 0.7701 recall@top5: 0.9713 prec@top5: 0.5379 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 11:29:10 - mmengine - INFO - Epoch(train) [14][1300/1921] lr: 1.5000e-02 eta: 1:45:06 time: 0.5124 data_time: 0.0178 memory: 8552 grad_norm: 0.0943 recall@thr=0.5: 0.7437 prec@thr=0.5: 0.8411 recall@top3: 0.8161 prec@top3: 0.7500 recall@top5: 0.9302 prec@top5: 0.5375 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 11:29:20 - mmengine - INFO - Epoch(train) [14][1320/1921] lr: 1.5000e-02 eta: 1:44:55 time: 0.5066 data_time: 0.0190 memory: 8568 grad_norm: 0.0931 recall@thr=0.5: 0.8673 prec@thr=0.5: 0.9012 recall@top3: 0.9383 prec@top3: 0.7160 recall@top5: 0.9907 prec@top5: 0.4593 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 11:29:31 - mmengine - INFO - Epoch(train) [14][1340/1921] lr: 1.5000e-02 eta: 1:44:45 time: 0.5262 data_time: 0.0197 memory: 8568 grad_norm: 0.0965 recall@thr=0.5: 0.7968 prec@thr=0.5: 0.8604 recall@top3: 0.8667 prec@top3: 0.7387 recall@top5: 0.9541 prec@top5: 0.5081 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 11:29:41 - mmengine - INFO - Epoch(train) [14][1360/1921] lr: 1.5000e-02 eta: 1:44:35 time: 0.5006 data_time: 0.0190 memory: 8542 grad_norm: 0.0964 recall@thr=0.5: 0.7369 prec@thr=0.5: 0.7849 recall@top3: 0.7607 prec@top3: 0.6746 recall@top5: 0.9171 prec@top5: 0.5000 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 11:29:52 - mmengine - INFO - Epoch(train) [14][1380/1921] lr: 1.5000e-02 eta: 1:44:25 time: 0.5692 data_time: 0.0192 memory: 8645 grad_norm: 0.0954 recall@thr=0.5: 0.7528 prec@thr=0.5: 0.8350 recall@top3: 0.8472 prec@top3: 0.7556 recall@top5: 0.9833 prec@top5: 0.5267 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 11:30:02 - mmengine - INFO - Epoch(train) [14][1400/1921] lr: 1.5000e-02 eta: 1:44:14 time: 0.5003 data_time: 0.0202 memory: 8508 grad_norm: 0.0943 recall@thr=0.5: 0.6956 prec@thr=0.5: 0.7639 recall@top3: 0.7978 prec@top3: 0.6556 recall@top5: 0.9378 prec@top5: 0.4867 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 11:30:12 - mmengine - INFO - Epoch(train) [14][1420/1921] lr: 1.5000e-02 eta: 1:44:03 time: 0.4891 data_time: 0.0152 memory: 8508 grad_norm: 0.0933 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.7153 recall@top3: 0.8056 prec@top3: 0.4861 recall@top5: 0.9167 prec@top5: 0.3500 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 11:30:22 - mmengine - INFO - Epoch(train) [14][1440/1921] lr: 1.5000e-02 eta: 1:43:53 time: 0.5169 data_time: 0.0188 memory: 8534 grad_norm: 0.0942 recall@thr=0.5: 0.7257 prec@thr=0.5: 0.7500 recall@top3: 0.8924 prec@top3: 0.6944 recall@top5: 1.0000 prec@top5: 0.4750 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 11:30:33 - mmengine - INFO - Epoch(train) [14][1460/1921] lr: 1.5000e-02 eta: 1:43:43 time: 0.5506 data_time: 0.0181 memory: 8534 grad_norm: 0.0969 recall@thr=0.5: 0.8401 prec@thr=0.5: 0.8446 recall@top3: 0.8604 prec@top3: 0.8378 recall@top5: 0.9910 prec@top5: 0.5946 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 11:30:44 - mmengine - INFO - Epoch(train) [14][1480/1921] lr: 1.5000e-02 eta: 1:43:33 time: 0.5276 data_time: 0.0204 memory: 8602 grad_norm: 0.0897 recall@thr=0.5: 0.8474 prec@thr=0.5: 0.8465 recall@top3: 0.8746 prec@top3: 0.7193 recall@top5: 0.9412 prec@top5: 0.4579 loss_action_cls: 0.0304 loss: 0.0304 2022/08/31 11:30:54 - mmengine - INFO - Epoch(train) [14][1500/1921] lr: 1.5000e-02 eta: 1:43:22 time: 0.4989 data_time: 0.0150 memory: 8612 grad_norm: 0.0951 recall@thr=0.5: 0.7714 prec@thr=0.5: 0.8571 recall@top3: 0.8976 prec@top3: 0.7429 recall@top5: 0.9643 prec@top5: 0.4857 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 11:31:05 - mmengine - INFO - Epoch(train) [14][1520/1921] lr: 1.5000e-02 eta: 1:43:12 time: 0.5406 data_time: 0.0188 memory: 8552 grad_norm: 0.0914 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.9531 recall@top3: 0.9219 prec@top3: 0.6875 recall@top5: 0.9844 prec@top5: 0.4562 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 11:31:15 - mmengine - INFO - Epoch(train) [14][1540/1921] lr: 1.5000e-02 eta: 1:43:01 time: 0.5204 data_time: 0.0162 memory: 8517 grad_norm: 0.0938 recall@thr=0.5: 0.6171 prec@thr=0.5: 0.7162 recall@top3: 0.7545 prec@top3: 0.6216 recall@top5: 0.9459 prec@top5: 0.4541 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 11:31:25 - mmengine - INFO - Epoch(train) [14][1560/1921] lr: 1.5000e-02 eta: 1:42:51 time: 0.4966 data_time: 0.0206 memory: 8500 grad_norm: 0.0946 recall@thr=0.5: 0.7181 prec@thr=0.5: 0.7265 recall@top3: 0.8407 prec@top3: 0.7059 recall@top5: 0.9632 prec@top5: 0.4941 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 11:31:35 - mmengine - INFO - Epoch(train) [14][1580/1921] lr: 1.5000e-02 eta: 1:42:40 time: 0.5130 data_time: 0.0127 memory: 8552 grad_norm: 0.0950 recall@thr=0.5: 0.6979 prec@thr=0.5: 0.7604 recall@top3: 0.7583 prec@top3: 0.7167 recall@top5: 0.8625 prec@top5: 0.4950 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 11:31:46 - mmengine - INFO - Epoch(train) [14][1600/1921] lr: 1.5000e-02 eta: 1:42:30 time: 0.5215 data_time: 0.0197 memory: 8559 grad_norm: 0.0985 recall@thr=0.5: 0.7124 prec@thr=0.5: 0.7903 recall@top3: 0.8683 prec@top3: 0.5376 recall@top5: 0.9677 prec@top5: 0.3677 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 11:31:56 - mmengine - INFO - Epoch(train) [14][1620/1921] lr: 1.5000e-02 eta: 1:42:20 time: 0.4990 data_time: 0.0154 memory: 8542 grad_norm: 0.0941 recall@thr=0.5: 0.8191 prec@thr=0.5: 0.8990 recall@top3: 0.8343 prec@top3: 0.7451 recall@top5: 0.9490 prec@top5: 0.5294 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 11:32:07 - mmengine - INFO - Epoch(train) [14][1640/1921] lr: 1.5000e-02 eta: 1:42:09 time: 0.5354 data_time: 0.0175 memory: 8594 grad_norm: 0.0908 recall@thr=0.5: 0.6882 prec@thr=0.5: 0.9140 recall@top3: 0.7984 prec@top3: 0.7527 recall@top5: 0.9516 prec@top5: 0.5613 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 11:32:17 - mmengine - INFO - Epoch(train) [14][1660/1921] lr: 1.5000e-02 eta: 1:41:59 time: 0.5174 data_time: 0.0163 memory: 8552 grad_norm: 0.0914 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.6923 recall@top3: 0.9006 prec@top3: 0.6410 recall@top5: 0.9487 prec@top5: 0.4231 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 11:32:28 - mmengine - INFO - Epoch(train) [14][1680/1921] lr: 1.5000e-02 eta: 1:41:49 time: 0.5577 data_time: 0.0203 memory: 8568 grad_norm: 0.0958 recall@thr=0.5: 0.7048 prec@thr=0.5: 0.7905 recall@top3: 0.8452 prec@top3: 0.6571 recall@top5: 0.9238 prec@top5: 0.4400 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 11:32:38 - mmengine - INFO - Epoch(train) [14][1700/1921] lr: 1.5000e-02 eta: 1:41:38 time: 0.4942 data_time: 0.0164 memory: 8517 grad_norm: 0.0953 recall@thr=0.5: 0.6505 prec@thr=0.5: 0.8199 recall@top3: 0.7618 prec@top3: 0.6774 recall@top5: 0.9382 prec@top5: 0.5097 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 11:32:48 - mmengine - INFO - Epoch(train) [14][1720/1921] lr: 1.5000e-02 eta: 1:41:28 time: 0.5275 data_time: 0.0177 memory: 8577 grad_norm: 0.0991 recall@thr=0.5: 0.7284 prec@thr=0.5: 0.7716 recall@top3: 0.9105 prec@top3: 0.7160 recall@top5: 0.9660 prec@top5: 0.4667 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 11:32:59 - mmengine - INFO - Epoch(train) [14][1740/1921] lr: 1.5000e-02 eta: 1:41:17 time: 0.5151 data_time: 0.0149 memory: 8526 grad_norm: 0.0971 recall@thr=0.5: 0.8049 prec@thr=0.5: 0.8409 recall@top3: 0.8769 prec@top3: 0.7500 recall@top5: 1.0000 prec@top5: 0.5273 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 11:33:09 - mmengine - INFO - Epoch(train) [14][1760/1921] lr: 1.5000e-02 eta: 1:41:07 time: 0.4952 data_time: 0.0192 memory: 8637 grad_norm: 0.0975 recall@thr=0.5: 0.6062 prec@thr=0.5: 0.8148 recall@top3: 0.7031 prec@top3: 0.5802 recall@top5: 0.8722 prec@top5: 0.4444 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 11:33:19 - mmengine - INFO - Epoch(train) [14][1780/1921] lr: 1.5000e-02 eta: 1:40:56 time: 0.5166 data_time: 0.0145 memory: 8542 grad_norm: 0.0938 recall@thr=0.5: 0.7717 prec@thr=0.5: 0.7862 recall@top3: 0.8587 prec@top3: 0.6377 recall@top5: 0.9601 prec@top5: 0.4435 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 11:33:29 - mmengine - INFO - Epoch(train) [14][1800/1921] lr: 1.5000e-02 eta: 1:40:46 time: 0.5079 data_time: 0.0213 memory: 8534 grad_norm: 0.0915 recall@thr=0.5: 0.7278 prec@thr=0.5: 0.7917 recall@top3: 0.8389 prec@top3: 0.7444 recall@top5: 0.9722 prec@top5: 0.5467 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 11:33:40 - mmengine - INFO - Epoch(train) [14][1820/1921] lr: 1.5000e-02 eta: 1:40:36 time: 0.5324 data_time: 0.0204 memory: 8577 grad_norm: 0.0913 recall@thr=0.5: 0.8431 prec@thr=0.5: 0.8333 recall@top3: 0.9020 prec@top3: 0.7745 recall@top5: 0.9706 prec@top5: 0.5059 loss_action_cls: 0.0296 loss: 0.0296 2022/08/31 11:33:51 - mmengine - INFO - Epoch(train) [14][1840/1921] lr: 1.5000e-02 eta: 1:40:26 time: 0.5380 data_time: 0.0168 memory: 8508 grad_norm: 0.0983 recall@thr=0.5: 0.7803 prec@thr=0.5: 0.7419 recall@top3: 0.8409 prec@top3: 0.6061 recall@top5: 0.9242 prec@top5: 0.4182 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 11:34:01 - mmengine - INFO - Epoch(train) [14][1860/1921] lr: 1.5000e-02 eta: 1:40:15 time: 0.5179 data_time: 0.0204 memory: 8491 grad_norm: 0.0897 recall@thr=0.5: 0.7944 prec@thr=0.5: 0.7528 recall@top3: 0.9111 prec@top3: 0.6778 recall@top5: 0.9556 prec@top5: 0.4267 loss_action_cls: 0.0298 loss: 0.0298 2022/08/31 11:34:11 - mmengine - INFO - Epoch(train) [14][1880/1921] lr: 1.5000e-02 eta: 1:40:05 time: 0.5201 data_time: 0.0154 memory: 8542 grad_norm: 0.0969 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.8833 recall@top3: 0.8722 prec@top3: 0.6333 recall@top5: 0.9694 prec@top5: 0.4333 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 11:34:22 - mmengine - INFO - Epoch(train) [14][1900/1921] lr: 1.5000e-02 eta: 1:39:54 time: 0.5195 data_time: 0.0191 memory: 8637 grad_norm: 0.0952 recall@thr=0.5: 0.6271 prec@thr=0.5: 0.7647 recall@top3: 0.8031 prec@top3: 0.6434 recall@top5: 0.9205 prec@top5: 0.4698 loss_action_cls: 0.0358 loss: 0.0358 2022/08/31 11:34:32 - mmengine - INFO - Epoch(train) [14][1920/1921] lr: 1.5000e-02 eta: 1:39:44 time: 0.5046 data_time: 0.0163 memory: 8491 grad_norm: 0.0926 recall@thr=0.5: 0.6321 prec@thr=0.5: 0.7917 recall@top3: 0.8786 prec@top3: 0.7024 recall@top5: 0.9595 prec@top5: 0.4786 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 11:34:32 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 11:34:32 - mmengine - INFO - Epoch(train) [14][1921/1921] lr: 1.5000e-02 eta: 1:39:44 time: 0.4957 data_time: 0.0172 memory: 6302 grad_norm: 0.0933 recall@thr=0.5: 0.6984 prec@thr=0.5: 0.7619 recall@top3: 0.7778 prec@top3: 0.6032 recall@top5: 0.9127 prec@top5: 0.4286 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 11:34:33 - mmengine - INFO - Epoch(val) [14][20/6282] eta: 0:05:11 time: 0.0497 data_time: 0.0086 memory: 2274 2022/08/31 11:34:34 - mmengine - INFO - Epoch(val) [14][40/6282] eta: 0:04:45 time: 0.0458 data_time: 0.0020 memory: 2274 2022/08/31 11:34:36 - mmengine - INFO - Epoch(val) [14][60/6282] eta: 0:07:11 time: 0.0694 data_time: 0.0027 memory: 2274 2022/08/31 11:34:36 - mmengine - INFO - Epoch(val) [14][80/6282] eta: 0:04:22 time: 0.0423 data_time: 0.0026 memory: 2274 2022/08/31 11:34:37 - mmengine - INFO - Epoch(val) [14][100/6282] eta: 0:04:01 time: 0.0391 data_time: 0.0029 memory: 2274 2022/08/31 11:34:38 - mmengine - INFO - Epoch(val) [14][120/6282] eta: 0:04:15 time: 0.0415 data_time: 0.0023 memory: 2308 2022/08/31 11:34:39 - mmengine - INFO - Epoch(val) [14][140/6282] eta: 0:04:21 time: 0.0426 data_time: 0.0022 memory: 2308 2022/08/31 11:34:40 - mmengine - INFO - Epoch(val) [14][160/6282] eta: 0:04:05 time: 0.0401 data_time: 0.0024 memory: 2308 2022/08/31 11:34:41 - mmengine - INFO - Epoch(val) [14][180/6282] eta: 0:04:18 time: 0.0424 data_time: 0.0021 memory: 2308 2022/08/31 11:34:41 - mmengine - INFO - Epoch(val) [14][200/6282] eta: 0:04:17 time: 0.0424 data_time: 0.0033 memory: 2308 2022/08/31 11:34:42 - mmengine - INFO - Epoch(val) [14][220/6282] eta: 0:04:10 time: 0.0413 data_time: 0.0020 memory: 2279 2022/08/31 11:34:43 - mmengine - INFO - Epoch(val) [14][240/6282] eta: 0:04:40 time: 0.0465 data_time: 0.0022 memory: 2279 2022/08/31 11:34:44 - mmengine - INFO - Epoch(val) [14][260/6282] eta: 0:04:01 time: 0.0401 data_time: 0.0018 memory: 2279 2022/08/31 11:34:45 - mmengine - INFO - Epoch(val) [14][280/6282] eta: 0:05:27 time: 0.0546 data_time: 0.0021 memory: 2279 2022/08/31 11:34:46 - mmengine - INFO - Epoch(val) [14][300/6282] eta: 0:04:15 time: 0.0427 data_time: 0.0026 memory: 2308 2022/08/31 11:34:47 - mmengine - INFO - Epoch(val) [14][320/6282] eta: 0:05:47 time: 0.0583 data_time: 0.0027 memory: 2308 2022/08/31 11:34:48 - mmengine - INFO - Epoch(val) [14][340/6282] eta: 0:05:07 time: 0.0517 data_time: 0.0027 memory: 2308 2022/08/31 11:34:49 - mmengine - INFO - Epoch(val) [14][360/6282] eta: 0:04:42 time: 0.0477 data_time: 0.0020 memory: 2308 2022/08/31 11:34:50 - mmengine - INFO - Epoch(val) [14][380/6282] eta: 0:04:37 time: 0.0471 data_time: 0.0020 memory: 2308 2022/08/31 11:34:51 - mmengine - INFO - Epoch(val) [14][400/6282] eta: 0:04:29 time: 0.0458 data_time: 0.0021 memory: 2308 2022/08/31 11:34:52 - mmengine - INFO - Epoch(val) [14][420/6282] eta: 0:04:23 time: 0.0449 data_time: 0.0022 memory: 2281 2022/08/31 11:34:53 - mmengine - INFO - Epoch(val) [14][440/6282] eta: 0:03:45 time: 0.0386 data_time: 0.0025 memory: 2281 2022/08/31 11:34:54 - mmengine - INFO - Epoch(val) [14][460/6282] eta: 0:04:08 time: 0.0427 data_time: 0.0017 memory: 2281 2022/08/31 11:34:54 - mmengine - INFO - Epoch(val) [14][480/6282] eta: 0:04:13 time: 0.0438 data_time: 0.0022 memory: 2281 2022/08/31 11:34:56 - mmengine - INFO - Epoch(val) [14][500/6282] eta: 0:06:22 time: 0.0662 data_time: 0.0019 memory: 2281 2022/08/31 11:34:57 - mmengine - INFO - Epoch(val) [14][520/6282] eta: 0:04:05 time: 0.0425 data_time: 0.0027 memory: 2279 2022/08/31 11:34:58 - mmengine - INFO - Epoch(val) [14][540/6282] eta: 0:04:27 time: 0.0467 data_time: 0.0022 memory: 2279 2022/08/31 11:34:58 - mmengine - INFO - Epoch(val) [14][560/6282] eta: 0:03:40 time: 0.0385 data_time: 0.0019 memory: 2279 2022/08/31 11:34:59 - mmengine - INFO - Epoch(val) [14][580/6282] eta: 0:04:35 time: 0.0483 data_time: 0.0029 memory: 2279 2022/08/31 11:35:00 - mmengine - INFO - Epoch(val) [14][600/6282] eta: 0:04:28 time: 0.0472 data_time: 0.0026 memory: 2279 2022/08/31 11:35:01 - mmengine - INFO - Epoch(val) [14][620/6282] eta: 0:03:46 time: 0.0400 data_time: 0.0024 memory: 2279 2022/08/31 11:35:02 - mmengine - INFO - Epoch(val) [14][640/6282] eta: 0:03:40 time: 0.0391 data_time: 0.0020 memory: 2277 2022/08/31 11:35:03 - mmengine - INFO - Epoch(val) [14][660/6282] eta: 0:03:52 time: 0.0414 data_time: 0.0022 memory: 2277 2022/08/31 11:35:04 - mmengine - INFO - Epoch(val) [14][680/6282] eta: 0:04:05 time: 0.0438 data_time: 0.0023 memory: 2277 2022/08/31 11:35:05 - mmengine - INFO - Epoch(val) [14][700/6282] eta: 0:04:47 time: 0.0516 data_time: 0.0037 memory: 2277 2022/08/31 11:35:06 - mmengine - INFO - Epoch(val) [14][720/6282] eta: 0:05:17 time: 0.0571 data_time: 0.0034 memory: 2319 2022/08/31 11:35:07 - mmengine - INFO - Epoch(val) [14][740/6282] eta: 0:05:13 time: 0.0566 data_time: 0.0019 memory: 2308 2022/08/31 11:35:08 - mmengine - INFO - Epoch(val) [14][760/6282] eta: 0:05:03 time: 0.0549 data_time: 0.0026 memory: 2308 2022/08/31 11:35:09 - mmengine - INFO - Epoch(val) [14][780/6282] eta: 0:04:31 time: 0.0493 data_time: 0.0031 memory: 2308 2022/08/31 11:35:10 - mmengine - INFO - Epoch(val) [14][800/6282] eta: 0:04:02 time: 0.0443 data_time: 0.0024 memory: 2308 2022/08/31 11:35:11 - mmengine - INFO - Epoch(val) [14][820/6282] eta: 0:03:43 time: 0.0408 data_time: 0.0026 memory: 2308 2022/08/31 11:35:12 - mmengine - INFO - Epoch(val) [14][840/6282] eta: 0:04:04 time: 0.0450 data_time: 0.0018 memory: 2279 2022/08/31 11:35:13 - mmengine - INFO - Epoch(val) [14][860/6282] eta: 0:04:02 time: 0.0448 data_time: 0.0025 memory: 2279 2022/08/31 11:35:14 - mmengine - INFO - Epoch(val) [14][880/6282] eta: 0:04:12 time: 0.0467 data_time: 0.0022 memory: 2279 2022/08/31 11:35:14 - mmengine - INFO - Epoch(val) [14][900/6282] eta: 0:03:48 time: 0.0425 data_time: 0.0025 memory: 2279 2022/08/31 11:35:16 - mmengine - INFO - Epoch(val) [14][920/6282] eta: 0:06:56 time: 0.0776 data_time: 0.0030 memory: 2279 2022/08/31 11:35:17 - mmengine - INFO - Epoch(val) [14][940/6282] eta: 0:04:07 time: 0.0464 data_time: 0.0035 memory: 2274 2022/08/31 11:35:18 - mmengine - INFO - Epoch(val) [14][960/6282] eta: 0:04:02 time: 0.0455 data_time: 0.0042 memory: 2274 2022/08/31 11:35:19 - mmengine - INFO - Epoch(val) [14][980/6282] eta: 0:03:37 time: 0.0409 data_time: 0.0026 memory: 2274 2022/08/31 11:35:19 - mmengine - INFO - Epoch(val) [14][1000/6282] eta: 0:03:44 time: 0.0424 data_time: 0.0021 memory: 2274 2022/08/31 11:35:20 - mmengine - INFO - Epoch(val) [14][1020/6282] eta: 0:03:49 time: 0.0436 data_time: 0.0022 memory: 2279 2022/08/31 11:35:21 - mmengine - INFO - Epoch(val) [14][1040/6282] eta: 0:03:18 time: 0.0380 data_time: 0.0018 memory: 2279 2022/08/31 11:35:22 - mmengine - INFO - Epoch(val) [14][1060/6282] eta: 0:03:56 time: 0.0453 data_time: 0.0028 memory: 2279 2022/08/31 11:35:23 - mmengine - INFO - Epoch(val) [14][1080/6282] eta: 0:03:46 time: 0.0435 data_time: 0.0025 memory: 2279 2022/08/31 11:35:24 - mmengine - INFO - Epoch(val) [14][1100/6282] eta: 0:03:42 time: 0.0429 data_time: 0.0032 memory: 2279 2022/08/31 11:35:25 - mmengine - INFO - Epoch(val) [14][1120/6282] eta: 0:04:25 time: 0.0514 data_time: 0.0037 memory: 2279 2022/08/31 11:35:26 - mmengine - INFO - Epoch(val) [14][1140/6282] eta: 0:03:39 time: 0.0426 data_time: 0.0022 memory: 2279 2022/08/31 11:35:27 - mmengine - INFO - Epoch(val) [14][1160/6282] eta: 0:03:45 time: 0.0441 data_time: 0.0033 memory: 2279 2022/08/31 11:35:27 - mmengine - INFO - Epoch(val) [14][1180/6282] eta: 0:03:42 time: 0.0437 data_time: 0.0025 memory: 2279 2022/08/31 11:35:28 - mmengine - INFO - Epoch(val) [14][1200/6282] eta: 0:03:42 time: 0.0438 data_time: 0.0023 memory: 2279 2022/08/31 11:35:29 - mmengine - INFO - Epoch(val) [14][1220/6282] eta: 0:04:04 time: 0.0484 data_time: 0.0020 memory: 2279 2022/08/31 11:35:30 - mmengine - INFO - Epoch(val) [14][1240/6282] eta: 0:03:52 time: 0.0460 data_time: 0.0041 memory: 2308 2022/08/31 11:35:31 - mmengine - INFO - Epoch(val) [14][1260/6282] eta: 0:04:04 time: 0.0487 data_time: 0.0031 memory: 2308 2022/08/31 11:35:32 - mmengine - INFO - Epoch(val) [14][1280/6282] eta: 0:04:24 time: 0.0529 data_time: 0.0036 memory: 2308 2022/08/31 11:35:33 - mmengine - INFO - Epoch(val) [14][1300/6282] eta: 0:04:36 time: 0.0556 data_time: 0.0036 memory: 2308 2022/08/31 11:35:34 - mmengine - INFO - Epoch(val) [14][1320/6282] eta: 0:04:15 time: 0.0515 data_time: 0.0029 memory: 2308 2022/08/31 11:35:36 - mmengine - INFO - Epoch(val) [14][1340/6282] eta: 0:06:11 time: 0.0751 data_time: 0.0038 memory: 2308 2022/08/31 11:35:37 - mmengine - INFO - Epoch(val) [14][1360/6282] eta: 0:04:06 time: 0.0500 data_time: 0.0024 memory: 2308 2022/08/31 11:35:38 - mmengine - INFO - Epoch(val) [14][1380/6282] eta: 0:04:00 time: 0.0490 data_time: 0.0046 memory: 2308 2022/08/31 11:35:39 - mmengine - INFO - Epoch(val) [14][1400/6282] eta: 0:04:03 time: 0.0500 data_time: 0.0044 memory: 2308 2022/08/31 11:35:40 - mmengine - INFO - Epoch(val) [14][1420/6282] eta: 0:03:34 time: 0.0441 data_time: 0.0029 memory: 2308 2022/08/31 11:35:41 - mmengine - INFO - Epoch(val) [14][1440/6282] eta: 0:03:30 time: 0.0435 data_time: 0.0025 memory: 2308 2022/08/31 11:35:42 - mmengine - INFO - Epoch(val) [14][1460/6282] eta: 0:03:53 time: 0.0484 data_time: 0.0020 memory: 2308 2022/08/31 11:35:43 - mmengine - INFO - Epoch(val) [14][1480/6282] eta: 0:03:32 time: 0.0442 data_time: 0.0023 memory: 2308 2022/08/31 11:35:44 - mmengine - INFO - Epoch(val) [14][1500/6282] eta: 0:03:50 time: 0.0482 data_time: 0.0022 memory: 2308 2022/08/31 11:35:44 - mmengine - INFO - Epoch(val) [14][1520/6282] eta: 0:03:34 time: 0.0450 data_time: 0.0018 memory: 2352 2022/08/31 11:35:46 - mmengine - INFO - Epoch(val) [14][1540/6282] eta: 0:04:11 time: 0.0531 data_time: 0.0030 memory: 2352 2022/08/31 11:35:46 - mmengine - INFO - Epoch(val) [14][1560/6282] eta: 0:03:36 time: 0.0459 data_time: 0.0021 memory: 2352 2022/08/31 11:35:47 - mmengine - INFO - Epoch(val) [14][1580/6282] eta: 0:03:29 time: 0.0446 data_time: 0.0019 memory: 2352 2022/08/31 11:35:48 - mmengine - INFO - Epoch(val) [14][1600/6282] eta: 0:03:55 time: 0.0503 data_time: 0.0022 memory: 2352 2022/08/31 11:35:49 - mmengine - INFO - Epoch(val) [14][1620/6282] eta: 0:03:20 time: 0.0430 data_time: 0.0022 memory: 2352 2022/08/31 11:35:50 - mmengine - INFO - Epoch(val) [14][1640/6282] eta: 0:03:43 time: 0.0482 data_time: 0.0022 memory: 2308 2022/08/31 11:35:51 - mmengine - INFO - Epoch(val) [14][1660/6282] eta: 0:03:34 time: 0.0464 data_time: 0.0021 memory: 2308 2022/08/31 11:35:52 - mmengine - INFO - Epoch(val) [14][1680/6282] eta: 0:03:19 time: 0.0433 data_time: 0.0028 memory: 2308 2022/08/31 11:35:53 - mmengine - INFO - Epoch(val) [14][1700/6282] eta: 0:03:57 time: 0.0519 data_time: 0.0025 memory: 2308 2022/08/31 11:35:54 - mmengine - INFO - Epoch(val) [14][1720/6282] eta: 0:03:59 time: 0.0525 data_time: 0.0018 memory: 2311 2022/08/31 11:35:56 - mmengine - INFO - Epoch(val) [14][1740/6282] eta: 0:05:08 time: 0.0680 data_time: 0.0023 memory: 2308 2022/08/31 11:35:56 - mmengine - INFO - Epoch(val) [14][1760/6282] eta: 0:03:12 time: 0.0425 data_time: 0.0022 memory: 2308 2022/08/31 11:35:57 - mmengine - INFO - Epoch(val) [14][1780/6282] eta: 0:03:22 time: 0.0449 data_time: 0.0018 memory: 2308 2022/08/31 11:35:58 - mmengine - INFO - Epoch(val) [14][1800/6282] eta: 0:03:33 time: 0.0476 data_time: 0.0023 memory: 2308 2022/08/31 11:35:59 - mmengine - INFO - Epoch(val) [14][1820/6282] eta: 0:03:43 time: 0.0501 data_time: 0.0022 memory: 2308 2022/08/31 11:36:00 - mmengine - INFO - Epoch(val) [14][1840/6282] eta: 0:03:37 time: 0.0489 data_time: 0.0024 memory: 2308 2022/08/31 11:36:01 - mmengine - INFO - Epoch(val) [14][1860/6282] eta: 0:03:25 time: 0.0465 data_time: 0.0032 memory: 2308 2022/08/31 11:36:02 - mmengine - INFO - Epoch(val) [14][1880/6282] eta: 0:03:32 time: 0.0482 data_time: 0.0031 memory: 2308 2022/08/31 11:36:03 - mmengine - INFO - Epoch(val) [14][1900/6282] eta: 0:03:20 time: 0.0457 data_time: 0.0027 memory: 2308 2022/08/31 11:36:04 - mmengine - INFO - Epoch(val) [14][1920/6282] eta: 0:03:42 time: 0.0510 data_time: 0.0021 memory: 2308 2022/08/31 11:36:05 - mmengine - INFO - Epoch(val) [14][1940/6282] eta: 0:03:14 time: 0.0448 data_time: 0.0032 memory: 2308 2022/08/31 11:36:06 - mmengine - INFO - Epoch(val) [14][1960/6282] eta: 0:02:47 time: 0.0388 data_time: 0.0031 memory: 2281 2022/08/31 11:36:07 - mmengine - INFO - Epoch(val) [14][1980/6282] eta: 0:02:56 time: 0.0411 data_time: 0.0022 memory: 2281 2022/08/31 11:36:07 - mmengine - INFO - Epoch(val) [14][2000/6282] eta: 0:03:00 time: 0.0422 data_time: 0.0023 memory: 2281 2022/08/31 11:36:08 - mmengine - INFO - Epoch(val) [14][2020/6282] eta: 0:03:02 time: 0.0428 data_time: 0.0019 memory: 2281 2022/08/31 11:36:09 - mmengine - INFO - Epoch(val) [14][2040/6282] eta: 0:03:06 time: 0.0439 data_time: 0.0032 memory: 2281 2022/08/31 11:36:10 - mmengine - INFO - Epoch(val) [14][2060/6282] eta: 0:02:53 time: 0.0411 data_time: 0.0019 memory: 2281 2022/08/31 11:36:11 - mmengine - INFO - Epoch(val) [14][2080/6282] eta: 0:02:56 time: 0.0421 data_time: 0.0022 memory: 2281 2022/08/31 11:36:12 - mmengine - INFO - Epoch(val) [14][2100/6282] eta: 0:02:39 time: 0.0380 data_time: 0.0022 memory: 2281 2022/08/31 11:36:12 - mmengine - INFO - Epoch(val) [14][2120/6282] eta: 0:02:51 time: 0.0413 data_time: 0.0031 memory: 2281 2022/08/31 11:36:13 - mmengine - INFO - Epoch(val) [14][2140/6282] eta: 0:03:01 time: 0.0439 data_time: 0.0028 memory: 2281 2022/08/31 11:36:14 - mmengine - INFO - Epoch(val) [14][2160/6282] eta: 0:03:02 time: 0.0443 data_time: 0.0030 memory: 2279 2022/08/31 11:36:16 - mmengine - INFO - Epoch(val) [14][2180/6282] eta: 0:04:50 time: 0.0708 data_time: 0.0020 memory: 2279 2022/08/31 11:36:17 - mmengine - INFO - Epoch(val) [14][2200/6282] eta: 0:02:54 time: 0.0428 data_time: 0.0030 memory: 2279 2022/08/31 11:36:17 - mmengine - INFO - Epoch(val) [14][2220/6282] eta: 0:02:46 time: 0.0410 data_time: 0.0021 memory: 2279 2022/08/31 11:36:18 - mmengine - INFO - Epoch(val) [14][2240/6282] eta: 0:03:04 time: 0.0456 data_time: 0.0020 memory: 2279 2022/08/31 11:36:19 - mmengine - INFO - Epoch(val) [14][2260/6282] eta: 0:02:54 time: 0.0435 data_time: 0.0024 memory: 2281 2022/08/31 11:36:20 - mmengine - INFO - Epoch(val) [14][2280/6282] eta: 0:02:47 time: 0.0418 data_time: 0.0025 memory: 2281 2022/08/31 11:36:21 - mmengine - INFO - Epoch(val) [14][2300/6282] eta: 0:02:42 time: 0.0408 data_time: 0.0021 memory: 2281 2022/08/31 11:36:22 - mmengine - INFO - Epoch(val) [14][2320/6282] eta: 0:02:55 time: 0.0443 data_time: 0.0025 memory: 2281 2022/08/31 11:36:23 - mmengine - INFO - Epoch(val) [14][2340/6282] eta: 0:02:52 time: 0.0437 data_time: 0.0033 memory: 2281 2022/08/31 11:36:24 - mmengine - INFO - Epoch(val) [14][2360/6282] eta: 0:02:50 time: 0.0435 data_time: 0.0028 memory: 2279 2022/08/31 11:36:24 - mmengine - INFO - Epoch(val) [14][2380/6282] eta: 0:03:00 time: 0.0461 data_time: 0.0020 memory: 2279 2022/08/31 11:36:25 - mmengine - INFO - Epoch(val) [14][2400/6282] eta: 0:03:07 time: 0.0482 data_time: 0.0037 memory: 2279 2022/08/31 11:36:26 - mmengine - INFO - Epoch(val) [14][2420/6282] eta: 0:02:39 time: 0.0412 data_time: 0.0026 memory: 2279 2022/08/31 11:36:27 - mmengine - INFO - Epoch(val) [14][2440/6282] eta: 0:02:59 time: 0.0467 data_time: 0.0021 memory: 2279 2022/08/31 11:36:28 - mmengine - INFO - Epoch(val) [14][2460/6282] eta: 0:02:44 time: 0.0430 data_time: 0.0032 memory: 2308 2022/08/31 11:36:29 - mmengine - INFO - Epoch(val) [14][2480/6282] eta: 0:02:51 time: 0.0451 data_time: 0.0019 memory: 2308 2022/08/31 11:36:30 - mmengine - INFO - Epoch(val) [14][2500/6282] eta: 0:02:44 time: 0.0436 data_time: 0.0026 memory: 2308 2022/08/31 11:36:31 - mmengine - INFO - Epoch(val) [14][2520/6282] eta: 0:03:00 time: 0.0480 data_time: 0.0021 memory: 2308 2022/08/31 11:36:32 - mmengine - INFO - Epoch(val) [14][2540/6282] eta: 0:02:55 time: 0.0470 data_time: 0.0019 memory: 2311 2022/08/31 11:36:33 - mmengine - INFO - Epoch(val) [14][2560/6282] eta: 0:03:02 time: 0.0489 data_time: 0.0033 memory: 2308 2022/08/31 11:36:34 - mmengine - INFO - Epoch(val) [14][2580/6282] eta: 0:03:01 time: 0.0490 data_time: 0.0026 memory: 2308 2022/08/31 11:36:35 - mmengine - INFO - Epoch(val) [14][2600/6282] eta: 0:04:21 time: 0.0710 data_time: 0.0027 memory: 2308 2022/08/31 11:36:36 - mmengine - INFO - Epoch(val) [14][2620/6282] eta: 0:02:59 time: 0.0491 data_time: 0.0029 memory: 2308 2022/08/31 11:36:37 - mmengine - INFO - Epoch(val) [14][2640/6282] eta: 0:03:00 time: 0.0496 data_time: 0.0033 memory: 2308 2022/08/31 11:36:38 - mmengine - INFO - Epoch(val) [14][2660/6282] eta: 0:02:43 time: 0.0451 data_time: 0.0022 memory: 2348 2022/08/31 11:36:39 - mmengine - INFO - Epoch(val) [14][2680/6282] eta: 0:02:57 time: 0.0491 data_time: 0.0027 memory: 2348 2022/08/31 11:36:40 - mmengine - INFO - Epoch(val) [14][2700/6282] eta: 0:02:45 time: 0.0463 data_time: 0.0030 memory: 2348 2022/08/31 11:36:41 - mmengine - INFO - Epoch(val) [14][2720/6282] eta: 0:02:46 time: 0.0467 data_time: 0.0021 memory: 2348 2022/08/31 11:36:42 - mmengine - INFO - Epoch(val) [14][2740/6282] eta: 0:02:52 time: 0.0487 data_time: 0.0029 memory: 2348 2022/08/31 11:36:43 - mmengine - INFO - Epoch(val) [14][2760/6282] eta: 0:02:33 time: 0.0436 data_time: 0.0025 memory: 2281 2022/08/31 11:36:44 - mmengine - INFO - Epoch(val) [14][2780/6282] eta: 0:02:34 time: 0.0442 data_time: 0.0020 memory: 2281 2022/08/31 11:36:45 - mmengine - INFO - Epoch(val) [14][2800/6282] eta: 0:02:28 time: 0.0427 data_time: 0.0023 memory: 2281 2022/08/31 11:36:46 - mmengine - INFO - Epoch(val) [14][2820/6282] eta: 0:02:56 time: 0.0511 data_time: 0.0029 memory: 2281 2022/08/31 11:36:47 - mmengine - INFO - Epoch(val) [14][2840/6282] eta: 0:02:32 time: 0.0444 data_time: 0.0020 memory: 2281 2022/08/31 11:36:47 - mmengine - INFO - Epoch(val) [14][2860/6282] eta: 0:02:35 time: 0.0455 data_time: 0.0042 memory: 2308 2022/08/31 11:36:48 - mmengine - INFO - Epoch(val) [14][2880/6282] eta: 0:02:38 time: 0.0465 data_time: 0.0028 memory: 2308 2022/08/31 11:36:49 - mmengine - INFO - Epoch(val) [14][2900/6282] eta: 0:02:32 time: 0.0451 data_time: 0.0019 memory: 2308 2022/08/31 11:36:50 - mmengine - INFO - Epoch(val) [14][2920/6282] eta: 0:02:27 time: 0.0440 data_time: 0.0025 memory: 2308 2022/08/31 11:36:51 - mmengine - INFO - Epoch(val) [14][2940/6282] eta: 0:02:09 time: 0.0387 data_time: 0.0027 memory: 2293 2022/08/31 11:36:52 - mmengine - INFO - Epoch(val) [14][2960/6282] eta: 0:02:19 time: 0.0419 data_time: 0.0035 memory: 2293 2022/08/31 11:36:53 - mmengine - INFO - Epoch(val) [14][2980/6282] eta: 0:02:11 time: 0.0397 data_time: 0.0020 memory: 2293 2022/08/31 11:36:54 - mmengine - INFO - Epoch(val) [14][3000/6282] eta: 0:02:29 time: 0.0455 data_time: 0.0028 memory: 2293 2022/08/31 11:36:54 - mmengine - INFO - Epoch(val) [14][3020/6282] eta: 0:02:15 time: 0.0415 data_time: 0.0027 memory: 2308 2022/08/31 11:36:56 - mmengine - INFO - Epoch(val) [14][3040/6282] eta: 0:03:54 time: 0.0722 data_time: 0.0024 memory: 2308 2022/08/31 11:36:57 - mmengine - INFO - Epoch(val) [14][3060/6282] eta: 0:02:18 time: 0.0431 data_time: 0.0023 memory: 2308 2022/08/31 11:36:58 - mmengine - INFO - Epoch(val) [14][3080/6282] eta: 0:02:28 time: 0.0465 data_time: 0.0025 memory: 2308 2022/08/31 11:36:59 - mmengine - INFO - Epoch(val) [14][3100/6282] eta: 0:02:22 time: 0.0448 data_time: 0.0031 memory: 2308 2022/08/31 11:36:59 - mmengine - INFO - Epoch(val) [14][3120/6282] eta: 0:02:15 time: 0.0427 data_time: 0.0035 memory: 2281 2022/08/31 11:37:00 - mmengine - INFO - Epoch(val) [14][3140/6282] eta: 0:02:24 time: 0.0460 data_time: 0.0031 memory: 2281 2022/08/31 11:37:01 - mmengine - INFO - Epoch(val) [14][3160/6282] eta: 0:02:28 time: 0.0476 data_time: 0.0030 memory: 2281 2022/08/31 11:37:02 - mmengine - INFO - Epoch(val) [14][3180/6282] eta: 0:02:27 time: 0.0476 data_time: 0.0030 memory: 2281 2022/08/31 11:37:03 - mmengine - INFO - Epoch(val) [14][3200/6282] eta: 0:02:27 time: 0.0480 data_time: 0.0033 memory: 2308 2022/08/31 11:37:04 - mmengine - INFO - Epoch(val) [14][3220/6282] eta: 0:02:13 time: 0.0436 data_time: 0.0033 memory: 2308 2022/08/31 11:37:05 - mmengine - INFO - Epoch(val) [14][3240/6282] eta: 0:03:08 time: 0.0618 data_time: 0.0036 memory: 2308 2022/08/31 11:37:06 - mmengine - INFO - Epoch(val) [14][3260/6282] eta: 0:02:10 time: 0.0431 data_time: 0.0027 memory: 2308 2022/08/31 11:37:07 - mmengine - INFO - Epoch(val) [14][3280/6282] eta: 0:02:17 time: 0.0460 data_time: 0.0021 memory: 2308 2022/08/31 11:37:08 - mmengine - INFO - Epoch(val) [14][3300/6282] eta: 0:02:35 time: 0.0521 data_time: 0.0027 memory: 2308 2022/08/31 11:37:09 - mmengine - INFO - Epoch(val) [14][3320/6282] eta: 0:02:05 time: 0.0423 data_time: 0.0023 memory: 2308 2022/08/31 11:37:10 - mmengine - INFO - Epoch(val) [14][3340/6282] eta: 0:02:19 time: 0.0473 data_time: 0.0020 memory: 2308 2022/08/31 11:37:11 - mmengine - INFO - Epoch(val) [14][3360/6282] eta: 0:02:07 time: 0.0437 data_time: 0.0018 memory: 2308 2022/08/31 11:37:12 - mmengine - INFO - Epoch(val) [14][3380/6282] eta: 0:01:57 time: 0.0405 data_time: 0.0023 memory: 2308 2022/08/31 11:37:13 - mmengine - INFO - Epoch(val) [14][3400/6282] eta: 0:02:19 time: 0.0483 data_time: 0.0026 memory: 2279 2022/08/31 11:37:13 - mmengine - INFO - Epoch(val) [14][3420/6282] eta: 0:01:52 time: 0.0395 data_time: 0.0023 memory: 2279 2022/08/31 11:37:14 - mmengine - INFO - Epoch(val) [14][3440/6282] eta: 0:01:51 time: 0.0393 data_time: 0.0027 memory: 2279 2022/08/31 11:37:15 - mmengine - INFO - Epoch(val) [14][3460/6282] eta: 0:02:30 time: 0.0534 data_time: 0.0022 memory: 2282 2022/08/31 11:37:16 - mmengine - INFO - Epoch(val) [14][3480/6282] eta: 0:02:28 time: 0.0531 data_time: 0.0027 memory: 2279 2022/08/31 11:37:17 - mmengine - INFO - Epoch(val) [14][3500/6282] eta: 0:01:50 time: 0.0396 data_time: 0.0020 memory: 2279 2022/08/31 11:37:18 - mmengine - INFO - Epoch(val) [14][3520/6282] eta: 0:01:56 time: 0.0422 data_time: 0.0029 memory: 2279 2022/08/31 11:37:19 - mmengine - INFO - Epoch(val) [14][3540/6282] eta: 0:02:01 time: 0.0443 data_time: 0.0027 memory: 2279 2022/08/31 11:37:20 - mmengine - INFO - Epoch(val) [14][3560/6282] eta: 0:01:50 time: 0.0406 data_time: 0.0021 memory: 2279 2022/08/31 11:37:21 - mmengine - INFO - Epoch(val) [14][3580/6282] eta: 0:01:45 time: 0.0390 data_time: 0.0019 memory: 2300 2022/08/31 11:37:21 - mmengine - INFO - Epoch(val) [14][3600/6282] eta: 0:01:57 time: 0.0438 data_time: 0.0024 memory: 2300 2022/08/31 11:37:23 - mmengine - INFO - Epoch(val) [14][3620/6282] eta: 0:02:35 time: 0.0584 data_time: 0.0021 memory: 2302 2022/08/31 11:37:23 - mmengine - INFO - Epoch(val) [14][3640/6282] eta: 0:01:53 time: 0.0430 data_time: 0.0019 memory: 2300 2022/08/31 11:37:24 - mmengine - INFO - Epoch(val) [14][3660/6282] eta: 0:01:59 time: 0.0455 data_time: 0.0027 memory: 2300 2022/08/31 11:37:25 - mmengine - INFO - Epoch(val) [14][3680/6282] eta: 0:02:12 time: 0.0509 data_time: 0.0032 memory: 2308 2022/08/31 11:37:26 - mmengine - INFO - Epoch(val) [14][3700/6282] eta: 0:01:50 time: 0.0428 data_time: 0.0038 memory: 2308 2022/08/31 11:37:27 - mmengine - INFO - Epoch(val) [14][3720/6282] eta: 0:01:54 time: 0.0449 data_time: 0.0034 memory: 2308 2022/08/31 11:37:28 - mmengine - INFO - Epoch(val) [14][3740/6282] eta: 0:02:02 time: 0.0480 data_time: 0.0030 memory: 2308 2022/08/31 11:37:29 - mmengine - INFO - Epoch(val) [14][3760/6282] eta: 0:01:55 time: 0.0457 data_time: 0.0020 memory: 2308 2022/08/31 11:37:30 - mmengine - INFO - Epoch(val) [14][3780/6282] eta: 0:01:45 time: 0.0422 data_time: 0.0027 memory: 2308 2022/08/31 11:37:31 - mmengine - INFO - Epoch(val) [14][3800/6282] eta: 0:01:53 time: 0.0457 data_time: 0.0027 memory: 2308 2022/08/31 11:37:32 - mmengine - INFO - Epoch(val) [14][3820/6282] eta: 0:01:48 time: 0.0439 data_time: 0.0022 memory: 2308 2022/08/31 11:37:33 - mmengine - INFO - Epoch(val) [14][3840/6282] eta: 0:01:42 time: 0.0422 data_time: 0.0020 memory: 2308 2022/08/31 11:37:34 - mmengine - INFO - Epoch(val) [14][3860/6282] eta: 0:01:50 time: 0.0456 data_time: 0.0023 memory: 2308 2022/08/31 11:37:34 - mmengine - INFO - Epoch(val) [14][3880/6282] eta: 0:01:43 time: 0.0431 data_time: 0.0025 memory: 2308 2022/08/31 11:37:36 - mmengine - INFO - Epoch(val) [14][3900/6282] eta: 0:02:41 time: 0.0680 data_time: 0.0031 memory: 2308 2022/08/31 11:37:37 - mmengine - INFO - Epoch(val) [14][3920/6282] eta: 0:01:42 time: 0.0432 data_time: 0.0029 memory: 2308 2022/08/31 11:37:37 - mmengine - INFO - Epoch(val) [14][3940/6282] eta: 0:01:38 time: 0.0421 data_time: 0.0023 memory: 2308 2022/08/31 11:37:38 - mmengine - INFO - Epoch(val) [14][3960/6282] eta: 0:01:48 time: 0.0467 data_time: 0.0030 memory: 2308 2022/08/31 11:37:39 - mmengine - INFO - Epoch(val) [14][3980/6282] eta: 0:01:43 time: 0.0449 data_time: 0.0023 memory: 2308 2022/08/31 11:37:40 - mmengine - INFO - Epoch(val) [14][4000/6282] eta: 0:01:42 time: 0.0450 data_time: 0.0018 memory: 2308 2022/08/31 11:37:41 - mmengine - INFO - Epoch(val) [14][4020/6282] eta: 0:01:43 time: 0.0457 data_time: 0.0019 memory: 2308 2022/08/31 11:37:42 - mmengine - INFO - Epoch(val) [14][4040/6282] eta: 0:01:39 time: 0.0445 data_time: 0.0020 memory: 2348 2022/08/31 11:37:43 - mmengine - INFO - Epoch(val) [14][4060/6282] eta: 0:01:39 time: 0.0446 data_time: 0.0027 memory: 2348 2022/08/31 11:37:44 - mmengine - INFO - Epoch(val) [14][4080/6282] eta: 0:01:40 time: 0.0457 data_time: 0.0020 memory: 2348 2022/08/31 11:37:45 - mmengine - INFO - Epoch(val) [14][4100/6282] eta: 0:01:33 time: 0.0430 data_time: 0.0023 memory: 2348 2022/08/31 11:37:46 - mmengine - INFO - Epoch(val) [14][4120/6282] eta: 0:01:52 time: 0.0522 data_time: 0.0057 memory: 2348 2022/08/31 11:37:47 - mmengine - INFO - Epoch(val) [14][4140/6282] eta: 0:01:39 time: 0.0465 data_time: 0.0024 memory: 2348 2022/08/31 11:37:48 - mmengine - INFO - Epoch(val) [14][4160/6282] eta: 0:01:35 time: 0.0451 data_time: 0.0026 memory: 2279 2022/08/31 11:37:49 - mmengine - INFO - Epoch(val) [14][4180/6282] eta: 0:01:31 time: 0.0436 data_time: 0.0029 memory: 2279 2022/08/31 11:37:49 - mmengine - INFO - Epoch(val) [14][4200/6282] eta: 0:01:37 time: 0.0470 data_time: 0.0033 memory: 2279 2022/08/31 11:37:50 - mmengine - INFO - Epoch(val) [14][4220/6282] eta: 0:01:31 time: 0.0443 data_time: 0.0025 memory: 2279 2022/08/31 11:37:51 - mmengine - INFO - Epoch(val) [14][4240/6282] eta: 0:01:31 time: 0.0449 data_time: 0.0044 memory: 2279 2022/08/31 11:37:52 - mmengine - INFO - Epoch(val) [14][4260/6282] eta: 0:01:25 time: 0.0424 data_time: 0.0021 memory: 2279 2022/08/31 11:37:53 - mmengine - INFO - Epoch(val) [14][4280/6282] eta: 0:01:22 time: 0.0412 data_time: 0.0029 memory: 2279 2022/08/31 11:37:54 - mmengine - INFO - Epoch(val) [14][4300/6282] eta: 0:01:24 time: 0.0428 data_time: 0.0026 memory: 2279 2022/08/31 11:37:55 - mmengine - INFO - Epoch(val) [14][4320/6282] eta: 0:01:15 time: 0.0387 data_time: 0.0027 memory: 2279 2022/08/31 11:37:56 - mmengine - INFO - Epoch(val) [14][4340/6282] eta: 0:02:07 time: 0.0659 data_time: 0.0020 memory: 2279 2022/08/31 11:37:57 - mmengine - INFO - Epoch(val) [14][4360/6282] eta: 0:01:22 time: 0.0429 data_time: 0.0026 memory: 2308 2022/08/31 11:37:58 - mmengine - INFO - Epoch(val) [14][4380/6282] eta: 0:01:18 time: 0.0414 data_time: 0.0022 memory: 2308 2022/08/31 11:37:58 - mmengine - INFO - Epoch(val) [14][4400/6282] eta: 0:01:19 time: 0.0420 data_time: 0.0030 memory: 2308 2022/08/31 11:37:59 - mmengine - INFO - Epoch(val) [14][4420/6282] eta: 0:01:21 time: 0.0440 data_time: 0.0032 memory: 2308 2022/08/31 11:38:00 - mmengine - INFO - Epoch(val) [14][4440/6282] eta: 0:01:27 time: 0.0473 data_time: 0.0025 memory: 2312 2022/08/31 11:38:01 - mmengine - INFO - Epoch(val) [14][4460/6282] eta: 0:01:21 time: 0.0446 data_time: 0.0029 memory: 2312 2022/08/31 11:38:02 - mmengine - INFO - Epoch(val) [14][4480/6282] eta: 0:01:18 time: 0.0435 data_time: 0.0026 memory: 2312 2022/08/31 11:38:03 - mmengine - INFO - Epoch(val) [14][4500/6282] eta: 0:01:16 time: 0.0428 data_time: 0.0023 memory: 2312 2022/08/31 11:38:04 - mmengine - INFO - Epoch(val) [14][4520/6282] eta: 0:01:17 time: 0.0440 data_time: 0.0017 memory: 2312 2022/08/31 11:38:05 - mmengine - INFO - Epoch(val) [14][4540/6282] eta: 0:01:15 time: 0.0436 data_time: 0.0031 memory: 2281 2022/08/31 11:38:06 - mmengine - INFO - Epoch(val) [14][4560/6282] eta: 0:01:16 time: 0.0446 data_time: 0.0021 memory: 2281 2022/08/31 11:38:07 - mmengine - INFO - Epoch(val) [14][4580/6282] eta: 0:01:12 time: 0.0425 data_time: 0.0024 memory: 2281 2022/08/31 11:38:07 - mmengine - INFO - Epoch(val) [14][4600/6282] eta: 0:01:05 time: 0.0389 data_time: 0.0023 memory: 2281 2022/08/31 11:38:08 - mmengine - INFO - Epoch(val) [14][4620/6282] eta: 0:01:12 time: 0.0437 data_time: 0.0029 memory: 2281 2022/08/31 11:38:09 - mmengine - INFO - Epoch(val) [14][4640/6282] eta: 0:01:09 time: 0.0424 data_time: 0.0023 memory: 2312 2022/08/31 11:38:10 - mmengine - INFO - Epoch(val) [14][4660/6282] eta: 0:01:14 time: 0.0461 data_time: 0.0027 memory: 2312 2022/08/31 11:38:11 - mmengine - INFO - Epoch(val) [14][4680/6282] eta: 0:01:10 time: 0.0437 data_time: 0.0026 memory: 2312 2022/08/31 11:38:12 - mmengine - INFO - Epoch(val) [14][4700/6282] eta: 0:01:13 time: 0.0466 data_time: 0.0020 memory: 2312 2022/08/31 11:38:13 - mmengine - INFO - Epoch(val) [14][4720/6282] eta: 0:01:08 time: 0.0437 data_time: 0.0024 memory: 2312 2022/08/31 11:38:14 - mmengine - INFO - Epoch(val) [14][4740/6282] eta: 0:01:05 time: 0.0422 data_time: 0.0024 memory: 2292 2022/08/31 11:38:14 - mmengine - INFO - Epoch(val) [14][4760/6282] eta: 0:01:07 time: 0.0447 data_time: 0.0025 memory: 2292 2022/08/31 11:38:16 - mmengine - INFO - Epoch(val) [14][4780/6282] eta: 0:01:35 time: 0.0634 data_time: 0.0031 memory: 2292 2022/08/31 11:38:17 - mmengine - INFO - Epoch(val) [14][4800/6282] eta: 0:01:02 time: 0.0418 data_time: 0.0034 memory: 2292 2022/08/31 11:38:17 - mmengine - INFO - Epoch(val) [14][4820/6282] eta: 0:00:59 time: 0.0409 data_time: 0.0026 memory: 2308 2022/08/31 11:38:18 - mmengine - INFO - Epoch(val) [14][4840/6282] eta: 0:00:59 time: 0.0413 data_time: 0.0022 memory: 2308 2022/08/31 11:38:19 - mmengine - INFO - Epoch(val) [14][4860/6282] eta: 0:00:59 time: 0.0419 data_time: 0.0024 memory: 2308 2022/08/31 11:38:20 - mmengine - INFO - Epoch(val) [14][4880/6282] eta: 0:01:02 time: 0.0447 data_time: 0.0023 memory: 2308 2022/08/31 11:38:21 - mmengine - INFO - Epoch(val) [14][4900/6282] eta: 0:01:03 time: 0.0461 data_time: 0.0034 memory: 2308 2022/08/31 11:38:22 - mmengine - INFO - Epoch(val) [14][4920/6282] eta: 0:00:56 time: 0.0417 data_time: 0.0033 memory: 2310 2022/08/31 11:38:23 - mmengine - INFO - Epoch(val) [14][4940/6282] eta: 0:01:01 time: 0.0456 data_time: 0.0024 memory: 2310 2022/08/31 11:38:24 - mmengine - INFO - Epoch(val) [14][4960/6282] eta: 0:01:02 time: 0.0471 data_time: 0.0020 memory: 2310 2022/08/31 11:38:24 - mmengine - INFO - Epoch(val) [14][4980/6282] eta: 0:00:56 time: 0.0430 data_time: 0.0026 memory: 2310 2022/08/31 11:38:25 - mmengine - INFO - Epoch(val) [14][5000/6282] eta: 0:00:54 time: 0.0428 data_time: 0.0026 memory: 2310 2022/08/31 11:38:26 - mmengine - INFO - Epoch(val) [14][5020/6282] eta: 0:00:51 time: 0.0409 data_time: 0.0023 memory: 2310 2022/08/31 11:38:27 - mmengine - INFO - Epoch(val) [14][5040/6282] eta: 0:00:47 time: 0.0385 data_time: 0.0020 memory: 2281 2022/08/31 11:38:28 - mmengine - INFO - Epoch(val) [14][5060/6282] eta: 0:00:52 time: 0.0430 data_time: 0.0023 memory: 2281 2022/08/31 11:38:29 - mmengine - INFO - Epoch(val) [14][5080/6282] eta: 0:01:02 time: 0.0520 data_time: 0.0022 memory: 2281 2022/08/31 11:38:30 - mmengine - INFO - Epoch(val) [14][5100/6282] eta: 0:00:48 time: 0.0414 data_time: 0.0021 memory: 2281 2022/08/31 11:38:31 - mmengine - INFO - Epoch(val) [14][5120/6282] eta: 0:00:52 time: 0.0456 data_time: 0.0022 memory: 2281 2022/08/31 11:38:31 - mmengine - INFO - Epoch(val) [14][5140/6282] eta: 0:00:43 time: 0.0385 data_time: 0.0026 memory: 2279 2022/08/31 11:38:32 - mmengine - INFO - Epoch(val) [14][5160/6282] eta: 0:00:48 time: 0.0431 data_time: 0.0020 memory: 2279 2022/08/31 11:38:33 - mmengine - INFO - Epoch(val) [14][5180/6282] eta: 0:00:50 time: 0.0459 data_time: 0.0024 memory: 2279 2022/08/31 11:38:34 - mmengine - INFO - Epoch(val) [14][5200/6282] eta: 0:00:44 time: 0.0411 data_time: 0.0021 memory: 2279 2022/08/31 11:38:35 - mmengine - INFO - Epoch(val) [14][5220/6282] eta: 0:01:13 time: 0.0694 data_time: 0.0030 memory: 2279 2022/08/31 11:38:36 - mmengine - INFO - Epoch(val) [14][5240/6282] eta: 0:00:54 time: 0.0523 data_time: 0.0026 memory: 2282 2022/08/31 11:38:37 - mmengine - INFO - Epoch(val) [14][5260/6282] eta: 0:00:45 time: 0.0442 data_time: 0.0026 memory: 2279 2022/08/31 11:38:38 - mmengine - INFO - Epoch(val) [14][5280/6282] eta: 0:00:51 time: 0.0512 data_time: 0.0021 memory: 2279 2022/08/31 11:38:39 - mmengine - INFO - Epoch(val) [14][5300/6282] eta: 0:00:44 time: 0.0456 data_time: 0.0025 memory: 2279 2022/08/31 11:38:40 - mmengine - INFO - Epoch(val) [14][5320/6282] eta: 0:00:41 time: 0.0434 data_time: 0.0033 memory: 2279 2022/08/31 11:38:41 - mmengine - INFO - Epoch(val) [14][5340/6282] eta: 0:00:37 time: 0.0396 data_time: 0.0026 memory: 2279 2022/08/31 11:38:42 - mmengine - INFO - Epoch(val) [14][5360/6282] eta: 0:00:36 time: 0.0398 data_time: 0.0023 memory: 2279 2022/08/31 11:38:43 - mmengine - INFO - Epoch(val) [14][5380/6282] eta: 0:00:41 time: 0.0456 data_time: 0.0023 memory: 2279 2022/08/31 11:38:44 - mmengine - INFO - Epoch(val) [14][5400/6282] eta: 0:00:37 time: 0.0420 data_time: 0.0023 memory: 2279 2022/08/31 11:38:44 - mmengine - INFO - Epoch(val) [14][5420/6282] eta: 0:00:34 time: 0.0406 data_time: 0.0025 memory: 2279 2022/08/31 11:38:45 - mmengine - INFO - Epoch(val) [14][5440/6282] eta: 0:00:45 time: 0.0538 data_time: 0.0024 memory: 2279 2022/08/31 11:38:46 - mmengine - INFO - Epoch(val) [14][5460/6282] eta: 0:00:31 time: 0.0383 data_time: 0.0023 memory: 2279 2022/08/31 11:38:47 - mmengine - INFO - Epoch(val) [14][5480/6282] eta: 0:00:34 time: 0.0435 data_time: 0.0025 memory: 2279 2022/08/31 11:38:48 - mmengine - INFO - Epoch(val) [14][5500/6282] eta: 0:00:32 time: 0.0414 data_time: 0.0022 memory: 2279 2022/08/31 11:38:49 - mmengine - INFO - Epoch(val) [14][5520/6282] eta: 0:00:34 time: 0.0457 data_time: 0.0035 memory: 2289 2022/08/31 11:38:50 - mmengine - INFO - Epoch(val) [14][5540/6282] eta: 0:00:37 time: 0.0511 data_time: 0.0039 memory: 2289 2022/08/31 11:38:51 - mmengine - INFO - Epoch(val) [14][5560/6282] eta: 0:00:32 time: 0.0452 data_time: 0.0022 memory: 2289 2022/08/31 11:38:52 - mmengine - INFO - Epoch(val) [14][5580/6282] eta: 0:00:30 time: 0.0433 data_time: 0.0034 memory: 2289 2022/08/31 11:38:53 - mmengine - INFO - Epoch(val) [14][5600/6282] eta: 0:00:29 time: 0.0437 data_time: 0.0021 memory: 2289 2022/08/31 11:38:53 - mmengine - INFO - Epoch(val) [14][5620/6282] eta: 0:00:28 time: 0.0431 data_time: 0.0031 memory: 2289 2022/08/31 11:38:54 - mmengine - INFO - Epoch(val) [14][5640/6282] eta: 0:00:25 time: 0.0391 data_time: 0.0020 memory: 2279 2022/08/31 11:38:56 - mmengine - INFO - Epoch(val) [14][5660/6282] eta: 0:00:41 time: 0.0662 data_time: 0.0057 memory: 2279 2022/08/31 11:38:56 - mmengine - INFO - Epoch(val) [14][5680/6282] eta: 0:00:24 time: 0.0404 data_time: 0.0036 memory: 2279 2022/08/31 11:38:57 - mmengine - INFO - Epoch(val) [14][5700/6282] eta: 0:00:25 time: 0.0432 data_time: 0.0016 memory: 2279 2022/08/31 11:38:58 - mmengine - INFO - Epoch(val) [14][5720/6282] eta: 0:00:22 time: 0.0402 data_time: 0.0020 memory: 2296 2022/08/31 11:38:59 - mmengine - INFO - Epoch(val) [14][5740/6282] eta: 0:00:23 time: 0.0442 data_time: 0.0038 memory: 2296 2022/08/31 11:39:00 - mmengine - INFO - Epoch(val) [14][5760/6282] eta: 0:00:21 time: 0.0411 data_time: 0.0025 memory: 2296 2022/08/31 11:39:01 - mmengine - INFO - Epoch(val) [14][5780/6282] eta: 0:00:24 time: 0.0485 data_time: 0.0028 memory: 2296 2022/08/31 11:39:02 - mmengine - INFO - Epoch(val) [14][5800/6282] eta: 0:00:20 time: 0.0417 data_time: 0.0018 memory: 2296 2022/08/31 11:39:02 - mmengine - INFO - Epoch(val) [14][5820/6282] eta: 0:00:19 time: 0.0428 data_time: 0.0040 memory: 2296 2022/08/31 11:39:03 - mmengine - INFO - Epoch(val) [14][5840/6282] eta: 0:00:19 time: 0.0430 data_time: 0.0020 memory: 2289 2022/08/31 11:39:04 - mmengine - INFO - Epoch(val) [14][5860/6282] eta: 0:00:17 time: 0.0421 data_time: 0.0026 memory: 2289 2022/08/31 11:39:05 - mmengine - INFO - Epoch(val) [14][5880/6282] eta: 0:00:22 time: 0.0548 data_time: 0.0073 memory: 2289 2022/08/31 11:39:06 - mmengine - INFO - Epoch(val) [14][5900/6282] eta: 0:00:18 time: 0.0478 data_time: 0.0035 memory: 2289 2022/08/31 11:39:07 - mmengine - INFO - Epoch(val) [14][5920/6282] eta: 0:00:16 time: 0.0458 data_time: 0.0036 memory: 2289 2022/08/31 11:39:08 - mmengine - INFO - Epoch(val) [14][5940/6282] eta: 0:00:13 time: 0.0405 data_time: 0.0027 memory: 2279 2022/08/31 11:39:09 - mmengine - INFO - Epoch(val) [14][5960/6282] eta: 0:00:12 time: 0.0400 data_time: 0.0028 memory: 2279 2022/08/31 11:39:10 - mmengine - INFO - Epoch(val) [14][5980/6282] eta: 0:00:11 time: 0.0387 data_time: 0.0019 memory: 2279 2022/08/31 11:39:11 - mmengine - INFO - Epoch(val) [14][6000/6282] eta: 0:00:12 time: 0.0445 data_time: 0.0037 memory: 2308 2022/08/31 11:39:11 - mmengine - INFO - Epoch(val) [14][6020/6282] eta: 0:00:11 time: 0.0422 data_time: 0.0025 memory: 2308 2022/08/31 11:39:12 - mmengine - INFO - Epoch(val) [14][6040/6282] eta: 0:00:10 time: 0.0436 data_time: 0.0022 memory: 2308 2022/08/31 11:39:13 - mmengine - INFO - Epoch(val) [14][6060/6282] eta: 0:00:10 time: 0.0466 data_time: 0.0024 memory: 2308 2022/08/31 11:39:14 - mmengine - INFO - Epoch(val) [14][6080/6282] eta: 0:00:09 time: 0.0460 data_time: 0.0021 memory: 2308 2022/08/31 11:39:15 - mmengine - INFO - Epoch(val) [14][6100/6282] eta: 0:00:12 time: 0.0667 data_time: 0.0071 memory: 2308 2022/08/31 11:39:16 - mmengine - INFO - Epoch(val) [14][6120/6282] eta: 0:00:07 time: 0.0473 data_time: 0.0023 memory: 2308 2022/08/31 11:39:18 - mmengine - INFO - Epoch(val) [14][6140/6282] eta: 0:00:07 time: 0.0558 data_time: 0.0038 memory: 2308 2022/08/31 11:39:19 - mmengine - INFO - Epoch(val) [14][6160/6282] eta: 0:00:06 time: 0.0537 data_time: 0.0033 memory: 2308 2022/08/31 11:39:19 - mmengine - INFO - Epoch(val) [14][6180/6282] eta: 0:00:04 time: 0.0415 data_time: 0.0020 memory: 2308 2022/08/31 11:39:20 - mmengine - INFO - Epoch(val) [14][6200/6282] eta: 0:00:02 time: 0.0360 data_time: 0.0018 memory: 2308 2022/08/31 11:39:21 - mmengine - INFO - Epoch(val) [14][6220/6282] eta: 0:00:02 time: 0.0434 data_time: 0.0026 memory: 2308 2022/08/31 11:39:22 - mmengine - INFO - Epoch(val) [14][6240/6282] eta: 0:00:01 time: 0.0407 data_time: 0.0021 memory: 2308 2022/08/31 11:39:23 - mmengine - INFO - Epoch(val) [14][6260/6282] eta: 0:00:00 time: 0.0378 data_time: 0.0021 memory: 2308 2022/08/31 11:39:23 - mmengine - INFO - Epoch(val) [14][6280/6282] eta: 0:00:00 time: 0.0402 data_time: 0.0018 memory: 2308 2022/08/31 11:44:47 - mmengine - INFO - Epoch(val) [14][6282/6282] mAP/mAP@0.5IOU: 0.2409 2022/08/31 11:44:48 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_14.pth is removed 2022/08/31 11:44:51 - mmengine - INFO - The best checkpoint with 0.2409 mAP/mAP@0.5IOU at 15 epoch is saved to best_mAP/mAP@0.5IOU_epoch_15.pth. 2022/08/31 11:45:02 - mmengine - INFO - Epoch(train) [15][20/1921] lr: 1.5000e-02 eta: 1:39:33 time: 0.5538 data_time: 0.0381 memory: 8482 grad_norm: 0.0926 recall@thr=0.5: 0.7066 prec@thr=0.5: 0.8947 recall@top3: 0.7667 prec@top3: 0.7368 recall@top5: 0.9228 prec@top5: 0.5474 loss_action_cls: 0.0293 loss: 0.0293 2022/08/31 11:45:12 - mmengine - INFO - Epoch(train) [15][40/1921] lr: 1.5000e-02 eta: 1:39:23 time: 0.5058 data_time: 0.0192 memory: 8542 grad_norm: 0.0951 recall@thr=0.5: 0.7990 prec@thr=0.5: 0.7794 recall@top3: 0.8873 prec@top3: 0.6961 recall@top5: 0.9804 prec@top5: 0.4529 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 11:45:24 - mmengine - INFO - Epoch(train) [15][60/1921] lr: 1.5000e-02 eta: 1:39:12 time: 0.5539 data_time: 0.0262 memory: 8542 grad_norm: 0.0964 recall@thr=0.5: 0.8763 prec@thr=0.5: 0.9355 recall@top3: 0.9194 prec@top3: 0.7742 recall@top5: 0.9892 prec@top5: 0.5161 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 11:45:34 - mmengine - INFO - Epoch(train) [15][80/1921] lr: 1.5000e-02 eta: 1:39:02 time: 0.5075 data_time: 0.0186 memory: 8645 grad_norm: 0.0951 recall@thr=0.5: 0.7224 prec@thr=0.5: 0.7833 recall@top3: 0.7925 prec@top3: 0.7105 recall@top5: 0.9675 prec@top5: 0.5263 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 11:45:44 - mmengine - INFO - Epoch(train) [15][100/1921] lr: 1.5000e-02 eta: 1:38:52 time: 0.5203 data_time: 0.0271 memory: 8526 grad_norm: 0.0976 recall@thr=0.5: 0.7860 prec@thr=0.5: 0.8387 recall@top3: 0.8210 prec@top3: 0.6989 recall@top5: 0.9382 prec@top5: 0.5097 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 11:45:47 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 11:45:55 - mmengine - INFO - Epoch(train) [15][120/1921] lr: 1.5000e-02 eta: 1:38:41 time: 0.5372 data_time: 0.0181 memory: 8559 grad_norm: 0.0922 recall@thr=0.5: 0.6484 prec@thr=0.5: 0.7616 recall@top3: 0.8167 prec@top3: 0.6822 recall@top5: 0.9612 prec@top5: 0.5070 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 11:46:05 - mmengine - INFO - Epoch(train) [15][140/1921] lr: 1.5000e-02 eta: 1:38:31 time: 0.4974 data_time: 0.0217 memory: 8552 grad_norm: 0.0927 recall@thr=0.5: 0.7982 prec@thr=0.5: 0.9211 recall@top3: 0.8465 prec@top3: 0.7193 recall@top5: 0.9671 prec@top5: 0.5158 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 11:46:15 - mmengine - INFO - Epoch(train) [15][160/1921] lr: 1.5000e-02 eta: 1:38:21 time: 0.5300 data_time: 0.0170 memory: 8491 grad_norm: 0.0959 recall@thr=0.5: 0.7980 prec@thr=0.5: 0.8066 recall@top3: 0.8283 prec@top3: 0.7071 recall@top5: 0.9747 prec@top5: 0.5030 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 11:46:25 - mmengine - INFO - Epoch(train) [15][180/1921] lr: 1.5000e-02 eta: 1:38:10 time: 0.5002 data_time: 0.0186 memory: 8517 grad_norm: 0.0937 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6976 recall@top3: 0.7762 prec@top3: 0.5524 recall@top5: 0.8724 prec@top5: 0.3886 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 11:46:36 - mmengine - INFO - Epoch(train) [15][200/1921] lr: 1.5000e-02 eta: 1:38:00 time: 0.5321 data_time: 0.0184 memory: 8552 grad_norm: 0.0942 recall@thr=0.5: 0.6652 prec@thr=0.5: 0.8024 recall@top3: 0.7543 prec@top3: 0.7048 recall@top5: 0.9243 prec@top5: 0.5314 loss_action_cls: 0.0308 loss: 0.0308 2022/08/31 11:46:46 - mmengine - INFO - Epoch(train) [15][220/1921] lr: 1.5000e-02 eta: 1:37:49 time: 0.5161 data_time: 0.0176 memory: 8491 grad_norm: 0.0962 recall@thr=0.5: 0.8116 prec@thr=0.5: 0.8841 recall@top3: 0.9058 prec@top3: 0.6522 recall@top5: 0.9855 prec@top5: 0.4261 loss_action_cls: 0.0297 loss: 0.0297 2022/08/31 11:46:56 - mmengine - INFO - Epoch(train) [15][240/1921] lr: 1.5000e-02 eta: 1:37:39 time: 0.4984 data_time: 0.0178 memory: 8585 grad_norm: 0.0949 recall@thr=0.5: 0.6113 prec@thr=0.5: 0.8110 recall@top3: 0.7270 prec@top3: 0.7133 recall@top5: 0.9547 prec@top5: 0.5720 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 11:47:07 - mmengine - INFO - Epoch(train) [15][260/1921] lr: 1.5000e-02 eta: 1:37:28 time: 0.5239 data_time: 0.0150 memory: 8585 grad_norm: 0.0921 recall@thr=0.5: 0.6902 prec@thr=0.5: 0.8675 recall@top3: 0.8248 prec@top3: 0.7009 recall@top5: 0.9167 prec@top5: 0.4769 loss_action_cls: 0.0301 loss: 0.0301 2022/08/31 11:47:18 - mmengine - INFO - Epoch(train) [15][280/1921] lr: 1.5000e-02 eta: 1:37:18 time: 0.5357 data_time: 0.0202 memory: 8526 grad_norm: 0.0922 recall@thr=0.5: 0.6142 prec@thr=0.5: 0.7130 recall@top3: 0.7654 prec@top3: 0.5556 recall@top5: 0.8457 prec@top5: 0.3852 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 11:47:28 - mmengine - INFO - Epoch(train) [15][300/1921] lr: 1.5000e-02 eta: 1:37:08 time: 0.5221 data_time: 0.0196 memory: 8534 grad_norm: 0.0981 recall@thr=0.5: 0.7734 prec@thr=0.5: 0.9401 recall@top3: 0.8776 prec@top3: 0.7292 recall@top5: 0.9323 prec@top5: 0.4750 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 11:47:39 - mmengine - INFO - Epoch(train) [15][320/1921] lr: 1.5000e-02 eta: 1:36:58 time: 0.5544 data_time: 0.0195 memory: 8602 grad_norm: 0.0960 recall@thr=0.5: 0.7344 prec@thr=0.5: 0.7526 recall@top3: 0.8333 prec@top3: 0.6667 recall@top5: 0.9792 prec@top5: 0.4625 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 11:47:49 - mmengine - INFO - Epoch(train) [15][340/1921] lr: 1.5000e-02 eta: 1:36:47 time: 0.5011 data_time: 0.0221 memory: 8585 grad_norm: 0.0934 recall@thr=0.5: 0.7716 prec@thr=0.5: 0.8529 recall@top3: 0.8157 prec@top3: 0.7451 recall@top5: 0.9441 prec@top5: 0.5353 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 11:47:59 - mmengine - INFO - Epoch(train) [15][360/1921] lr: 1.5000e-02 eta: 1:36:37 time: 0.4945 data_time: 0.0187 memory: 8491 grad_norm: 0.0953 recall@thr=0.5: 0.7883 prec@thr=0.5: 0.8000 recall@top3: 0.7860 prec@top3: 0.7297 recall@top5: 0.9302 prec@top5: 0.5243 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 11:48:09 - mmengine - INFO - Epoch(train) [15][380/1921] lr: 1.5000e-02 eta: 1:36:26 time: 0.5053 data_time: 0.0143 memory: 8526 grad_norm: 0.0975 recall@thr=0.5: 0.6481 prec@thr=0.5: 0.7071 recall@top3: 0.7390 prec@top3: 0.7048 recall@top5: 0.8933 prec@top5: 0.5086 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 11:48:20 - mmengine - INFO - Epoch(train) [15][400/1921] lr: 1.5000e-02 eta: 1:36:16 time: 0.5231 data_time: 0.0191 memory: 8612 grad_norm: 0.0942 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7639 recall@top3: 0.7667 prec@top3: 0.6778 recall@top5: 0.9278 prec@top5: 0.5133 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 11:48:30 - mmengine - INFO - Epoch(train) [15][420/1921] lr: 1.5000e-02 eta: 1:36:05 time: 0.5104 data_time: 0.0156 memory: 8620 grad_norm: 0.0954 recall@thr=0.5: 0.7731 prec@thr=0.5: 0.8472 recall@top3: 0.9167 prec@top3: 0.6019 recall@top5: 0.9468 prec@top5: 0.3778 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 11:48:40 - mmengine - INFO - Epoch(train) [15][440/1921] lr: 1.5000e-02 eta: 1:35:55 time: 0.5129 data_time: 0.0190 memory: 8568 grad_norm: 0.0957 recall@thr=0.5: 0.7944 prec@thr=0.5: 0.8769 recall@top3: 0.8694 prec@top3: 0.7222 recall@top5: 0.9398 prec@top5: 0.4889 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 11:48:51 - mmengine - INFO - Epoch(train) [15][460/1921] lr: 1.5000e-02 eta: 1:35:45 time: 0.5387 data_time: 0.0165 memory: 8637 grad_norm: 0.0970 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.7440 recall@top3: 0.8393 prec@top3: 0.6310 recall@top5: 1.0000 prec@top5: 0.4714 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 11:49:01 - mmengine - INFO - Epoch(train) [15][480/1921] lr: 1.5000e-02 eta: 1:35:34 time: 0.5354 data_time: 0.0207 memory: 8637 grad_norm: 0.0923 recall@thr=0.5: 0.7248 prec@thr=0.5: 0.8333 recall@top3: 0.8547 prec@top3: 0.7209 recall@top5: 0.9477 prec@top5: 0.4884 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 11:49:11 - mmengine - INFO - Epoch(train) [15][500/1921] lr: 1.5000e-02 eta: 1:35:24 time: 0.4958 data_time: 0.0152 memory: 8526 grad_norm: 0.0993 recall@thr=0.5: 0.6540 prec@thr=0.5: 0.6938 recall@top3: 0.8170 prec@top3: 0.6739 recall@top5: 0.9638 prec@top5: 0.4913 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 11:49:22 - mmengine - INFO - Epoch(train) [15][520/1921] lr: 1.5000e-02 eta: 1:35:13 time: 0.5110 data_time: 0.0185 memory: 8517 grad_norm: 0.0971 recall@thr=0.5: 0.8061 prec@thr=0.5: 0.8561 recall@top3: 0.8227 prec@top3: 0.7121 recall@top5: 0.9530 prec@top5: 0.4909 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 11:49:32 - mmengine - INFO - Epoch(train) [15][540/1921] lr: 1.5000e-02 eta: 1:35:03 time: 0.5084 data_time: 0.0156 memory: 8552 grad_norm: 0.0971 recall@thr=0.5: 0.8207 prec@thr=0.5: 0.8333 recall@top3: 0.8207 prec@top3: 0.5859 recall@top5: 0.9192 prec@top5: 0.4121 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 11:49:42 - mmengine - INFO - Epoch(train) [15][560/1921] lr: 1.5000e-02 eta: 1:34:52 time: 0.5162 data_time: 0.0203 memory: 8508 grad_norm: 0.0996 recall@thr=0.5: 0.7753 prec@thr=0.5: 0.7929 recall@top3: 0.9369 prec@top3: 0.6263 recall@top5: 1.0000 prec@top5: 0.4121 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 11:49:52 - mmengine - INFO - Epoch(train) [15][580/1921] lr: 1.5000e-02 eta: 1:34:42 time: 0.5029 data_time: 0.0163 memory: 8637 grad_norm: 0.0963 recall@thr=0.5: 0.6103 prec@thr=0.5: 0.7132 recall@top3: 0.7525 prec@top3: 0.6569 recall@top5: 0.9240 prec@top5: 0.4882 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 11:50:03 - mmengine - INFO - Epoch(train) [15][600/1921] lr: 1.5000e-02 eta: 1:34:32 time: 0.5222 data_time: 0.0220 memory: 8534 grad_norm: 0.1007 recall@thr=0.5: 0.6558 prec@thr=0.5: 0.7681 recall@top3: 0.8080 prec@top3: 0.5507 recall@top5: 0.8804 prec@top5: 0.3652 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 11:50:13 - mmengine - INFO - Epoch(train) [15][620/1921] lr: 1.5000e-02 eta: 1:34:21 time: 0.5152 data_time: 0.0149 memory: 8491 grad_norm: 0.0978 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8194 recall@top3: 0.8722 prec@top3: 0.7000 recall@top5: 0.9778 prec@top5: 0.4733 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 11:50:23 - mmengine - INFO - Epoch(train) [15][640/1921] lr: 1.5000e-02 eta: 1:34:11 time: 0.4984 data_time: 0.0211 memory: 8542 grad_norm: 0.0938 recall@thr=0.5: 0.8468 prec@thr=0.5: 0.8737 recall@top3: 0.9677 prec@top3: 0.6559 recall@top5: 1.0000 prec@top5: 0.4129 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 11:50:33 - mmengine - INFO - Epoch(train) [15][660/1921] lr: 1.5000e-02 eta: 1:34:00 time: 0.5241 data_time: 0.0135 memory: 8526 grad_norm: 0.0926 recall@thr=0.5: 0.7028 prec@thr=0.5: 0.7944 recall@top3: 0.8389 prec@top3: 0.6222 recall@top5: 0.9583 prec@top5: 0.4333 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 11:50:45 - mmengine - INFO - Epoch(train) [15][680/1921] lr: 1.5000e-02 eta: 1:33:50 time: 0.5885 data_time: 0.0203 memory: 8612 grad_norm: 0.0959 recall@thr=0.5: 0.8043 prec@thr=0.5: 0.9275 recall@top3: 0.9112 prec@top3: 0.8551 recall@top5: 0.9819 prec@top5: 0.5609 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 11:50:56 - mmengine - INFO - Epoch(train) [15][700/1921] lr: 1.5000e-02 eta: 1:33:40 time: 0.5345 data_time: 0.0184 memory: 8740 grad_norm: 0.0951 recall@thr=0.5: 0.8452 prec@thr=0.5: 0.8601 recall@top3: 0.8690 prec@top3: 0.6667 recall@top5: 0.9524 prec@top5: 0.4429 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 11:51:07 - mmengine - INFO - Epoch(train) [15][720/1921] lr: 1.5000e-02 eta: 1:33:30 time: 0.5395 data_time: 0.0188 memory: 8585 grad_norm: 0.0971 recall@thr=0.5: 0.8602 prec@thr=0.5: 0.7903 recall@top3: 0.9247 prec@top3: 0.7097 recall@top5: 1.0000 prec@top5: 0.4645 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 11:51:17 - mmengine - INFO - Epoch(train) [15][740/1921] lr: 1.5000e-02 eta: 1:33:19 time: 0.5000 data_time: 0.0206 memory: 8517 grad_norm: 0.0958 recall@thr=0.5: 0.7824 prec@thr=0.5: 0.8519 recall@top3: 0.8958 prec@top3: 0.7130 recall@top5: 0.9792 prec@top5: 0.4778 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 11:51:27 - mmengine - INFO - Epoch(train) [15][760/1921] lr: 1.5000e-02 eta: 1:33:09 time: 0.5077 data_time: 0.0150 memory: 8602 grad_norm: 0.0938 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.9444 recall@top3: 0.8333 prec@top3: 0.7444 recall@top5: 0.9750 prec@top5: 0.5400 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 11:51:37 - mmengine - INFO - Epoch(train) [15][780/1921] lr: 1.5000e-02 eta: 1:32:58 time: 0.5063 data_time: 0.0171 memory: 8552 grad_norm: 0.0980 recall@thr=0.5: 0.7912 prec@thr=0.5: 0.8796 recall@top3: 0.8736 prec@top3: 0.7593 recall@top5: 0.9889 prec@top5: 0.5333 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 11:51:48 - mmengine - INFO - Epoch(train) [15][800/1921] lr: 1.5000e-02 eta: 1:32:48 time: 0.5291 data_time: 0.0165 memory: 8594 grad_norm: 0.0940 recall@thr=0.5: 0.8440 prec@thr=0.5: 0.8954 recall@top3: 0.8823 prec@top3: 0.8227 recall@top5: 0.9649 prec@top5: 0.5617 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 11:51:58 - mmengine - INFO - Epoch(train) [15][820/1921] lr: 1.5000e-02 eta: 1:32:38 time: 0.5338 data_time: 0.0182 memory: 8629 grad_norm: 0.0945 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.7121 recall@top3: 0.8212 prec@top3: 0.6364 recall@top5: 0.9284 prec@top5: 0.4455 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 11:52:08 - mmengine - INFO - Epoch(train) [15][840/1921] lr: 1.5000e-02 eta: 1:32:27 time: 0.5146 data_time: 0.0177 memory: 8612 grad_norm: 0.0960 recall@thr=0.5: 0.6523 prec@thr=0.5: 0.7414 recall@top3: 0.8161 prec@top3: 0.6437 recall@top5: 0.9655 prec@top5: 0.4690 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 11:52:19 - mmengine - INFO - Epoch(train) [15][860/1921] lr: 1.5000e-02 eta: 1:32:17 time: 0.5240 data_time: 0.0202 memory: 8534 grad_norm: 0.1004 recall@thr=0.5: 0.7109 prec@thr=0.5: 0.8698 recall@top3: 0.8073 prec@top3: 0.7396 recall@top5: 0.9635 prec@top5: 0.5250 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 11:52:29 - mmengine - INFO - Epoch(train) [15][880/1921] lr: 1.5000e-02 eta: 1:32:07 time: 0.5035 data_time: 0.0202 memory: 8552 grad_norm: 0.0936 recall@thr=0.5: 0.6594 prec@thr=0.5: 0.7526 recall@top3: 0.7778 prec@top3: 0.6496 recall@top5: 0.8979 prec@top5: 0.4615 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 11:52:40 - mmengine - INFO - Epoch(train) [15][900/1921] lr: 1.5000e-02 eta: 1:31:56 time: 0.5396 data_time: 0.0198 memory: 8500 grad_norm: 0.0961 recall@thr=0.5: 0.8117 prec@thr=0.5: 0.7654 recall@top3: 0.8858 prec@top3: 0.5679 recall@top5: 0.9753 prec@top5: 0.3926 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 11:52:50 - mmengine - INFO - Epoch(train) [15][920/1921] lr: 1.5000e-02 eta: 1:31:46 time: 0.5317 data_time: 0.0177 memory: 8542 grad_norm: 0.0954 recall@thr=0.5: 0.6543 prec@thr=0.5: 0.7377 recall@top3: 0.8148 prec@top3: 0.6296 recall@top5: 0.9691 prec@top5: 0.4741 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 11:53:01 - mmengine - INFO - Epoch(train) [15][940/1921] lr: 1.5000e-02 eta: 1:31:36 time: 0.5114 data_time: 0.0172 memory: 8585 grad_norm: 0.0979 recall@thr=0.5: 0.6595 prec@thr=0.5: 0.7162 recall@top3: 0.8689 prec@top3: 0.7027 recall@top5: 0.9541 prec@top5: 0.4703 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 11:53:11 - mmengine - INFO - Epoch(train) [15][960/1921] lr: 1.5000e-02 eta: 1:31:25 time: 0.5171 data_time: 0.0182 memory: 8542 grad_norm: 0.0965 recall@thr=0.5: 0.6605 prec@thr=0.5: 0.7623 recall@top3: 0.8272 prec@top3: 0.5309 recall@top5: 0.9444 prec@top5: 0.3778 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 11:53:21 - mmengine - INFO - Epoch(train) [15][980/1921] lr: 1.5000e-02 eta: 1:31:15 time: 0.5149 data_time: 0.0239 memory: 8526 grad_norm: 0.0969 recall@thr=0.5: 0.7293 prec@thr=0.5: 0.7929 recall@top3: 0.8682 prec@top3: 0.7475 recall@top5: 0.9434 prec@top5: 0.5030 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 11:53:31 - mmengine - INFO - Epoch(train) [15][1000/1921] lr: 1.5000e-02 eta: 1:31:04 time: 0.4911 data_time: 0.0175 memory: 8465 grad_norm: 0.0998 recall@thr=0.5: 0.5468 prec@thr=0.5: 0.6314 recall@top3: 0.7481 prec@top3: 0.6282 recall@top5: 0.9167 prec@top5: 0.4846 loss_action_cls: 0.0297 loss: 0.0297 2022/08/31 11:53:42 - mmengine - INFO - Epoch(train) [15][1020/1921] lr: 1.5000e-02 eta: 1:30:54 time: 0.5392 data_time: 0.0357 memory: 8508 grad_norm: 0.0959 recall@thr=0.5: 0.8700 prec@thr=0.5: 0.8783 recall@top3: 0.8544 prec@top3: 0.7889 recall@top5: 0.9756 prec@top5: 0.5600 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 11:53:52 - mmengine - INFO - Epoch(train) [15][1040/1921] lr: 1.5000e-02 eta: 1:30:43 time: 0.5010 data_time: 0.0181 memory: 8534 grad_norm: 0.0932 recall@thr=0.5: 0.6986 prec@thr=0.5: 0.8548 recall@top3: 0.7848 prec@top3: 0.7333 recall@top5: 0.9029 prec@top5: 0.5314 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 11:54:02 - mmengine - INFO - Epoch(train) [15][1060/1921] lr: 1.5000e-02 eta: 1:30:33 time: 0.5253 data_time: 0.0167 memory: 8542 grad_norm: 0.0962 recall@thr=0.5: 0.8265 prec@thr=0.5: 0.8177 recall@top3: 0.8333 prec@top3: 0.6599 recall@top5: 0.9728 prec@top5: 0.4776 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 11:54:12 - mmengine - INFO - Epoch(train) [15][1080/1921] lr: 1.5000e-02 eta: 1:30:23 time: 0.4985 data_time: 0.0184 memory: 8534 grad_norm: 0.0999 recall@thr=0.5: 0.7860 prec@thr=0.5: 0.7905 recall@top3: 0.8671 prec@top3: 0.7658 recall@top5: 0.9707 prec@top5: 0.5351 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 11:54:23 - mmengine - INFO - Epoch(train) [15][1100/1921] lr: 1.5000e-02 eta: 1:30:12 time: 0.5112 data_time: 0.0157 memory: 8559 grad_norm: 0.0988 recall@thr=0.5: 0.6989 prec@thr=0.5: 0.7581 recall@top3: 0.8495 prec@top3: 0.6989 recall@top5: 0.9677 prec@top5: 0.4903 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 11:54:26 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 11:54:33 - mmengine - INFO - Epoch(train) [15][1120/1921] lr: 1.5000e-02 eta: 1:30:02 time: 0.5264 data_time: 0.0167 memory: 8559 grad_norm: 0.1000 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.7167 recall@top3: 0.7611 prec@top3: 0.6111 recall@top5: 0.9111 prec@top5: 0.4533 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 11:54:44 - mmengine - INFO - Epoch(train) [15][1140/1921] lr: 1.5000e-02 eta: 1:29:51 time: 0.5196 data_time: 0.0190 memory: 8552 grad_norm: 0.0930 recall@thr=0.5: 0.7561 prec@thr=0.5: 0.7829 recall@top3: 0.8394 prec@top3: 0.7317 recall@top5: 0.9492 prec@top5: 0.5073 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 11:54:54 - mmengine - INFO - Epoch(train) [15][1160/1921] lr: 1.5000e-02 eta: 1:29:41 time: 0.5098 data_time: 0.0177 memory: 8526 grad_norm: 0.0952 recall@thr=0.5: 0.9017 prec@thr=0.5: 0.9060 recall@top3: 0.9103 prec@top3: 0.7692 recall@top5: 0.9872 prec@top5: 0.5128 loss_action_cls: 0.0308 loss: 0.0308 2022/08/31 11:55:04 - mmengine - INFO - Epoch(train) [15][1180/1921] lr: 1.5000e-02 eta: 1:29:31 time: 0.5313 data_time: 0.0225 memory: 8534 grad_norm: 0.0967 recall@thr=0.5: 0.7045 prec@thr=0.5: 0.8434 recall@top3: 0.7955 prec@top3: 0.6869 recall@top5: 0.9848 prec@top5: 0.5091 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 11:55:15 - mmengine - INFO - Epoch(train) [15][1200/1921] lr: 1.5000e-02 eta: 1:29:20 time: 0.5333 data_time: 0.0181 memory: 8620 grad_norm: 0.0936 recall@thr=0.5: 0.8305 prec@thr=0.5: 0.7644 recall@top3: 0.8402 prec@top3: 0.7011 recall@top5: 0.9661 prec@top5: 0.5241 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 11:55:25 - mmengine - INFO - Epoch(train) [15][1220/1921] lr: 1.5000e-02 eta: 1:29:10 time: 0.5059 data_time: 0.0215 memory: 8474 grad_norm: 0.0959 recall@thr=0.5: 0.6869 prec@thr=0.5: 0.7753 recall@top3: 0.8040 prec@top3: 0.7071 recall@top5: 0.9141 prec@top5: 0.5030 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 11:55:35 - mmengine - INFO - Epoch(train) [15][1240/1921] lr: 1.5000e-02 eta: 1:28:59 time: 0.5047 data_time: 0.0159 memory: 8508 grad_norm: 0.0950 recall@thr=0.5: 0.8374 prec@thr=0.5: 0.8459 recall@top3: 0.8284 prec@top3: 0.7838 recall@top5: 0.9306 prec@top5: 0.5405 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 11:55:45 - mmengine - INFO - Epoch(train) [15][1260/1921] lr: 1.5000e-02 eta: 1:28:49 time: 0.5067 data_time: 0.0225 memory: 8620 grad_norm: 0.0944 recall@thr=0.5: 0.8974 prec@thr=0.5: 0.9103 recall@top3: 0.9103 prec@top3: 0.6923 recall@top5: 0.9359 prec@top5: 0.4308 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 11:55:56 - mmengine - INFO - Epoch(train) [15][1280/1921] lr: 1.5000e-02 eta: 1:28:39 time: 0.5306 data_time: 0.0170 memory: 8585 grad_norm: 0.1000 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.7470 recall@top3: 0.7917 prec@top3: 0.6667 recall@top5: 0.8810 prec@top5: 0.4500 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 11:56:07 - mmengine - INFO - Epoch(train) [15][1300/1921] lr: 1.5000e-02 eta: 1:28:28 time: 0.5232 data_time: 0.0245 memory: 8517 grad_norm: 0.0964 recall@thr=0.5: 0.7783 prec@thr=0.5: 0.8407 recall@top3: 0.8550 prec@top3: 0.7752 recall@top5: 0.9612 prec@top5: 0.5395 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 11:56:17 - mmengine - INFO - Epoch(train) [15][1320/1921] lr: 1.5000e-02 eta: 1:28:18 time: 0.5342 data_time: 0.0207 memory: 8654 grad_norm: 0.0978 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7222 recall@top3: 0.7639 prec@top3: 0.5833 recall@top5: 0.8611 prec@top5: 0.4056 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 11:56:28 - mmengine - INFO - Epoch(train) [15][1340/1921] lr: 1.5000e-02 eta: 1:28:08 time: 0.5248 data_time: 0.0206 memory: 8542 grad_norm: 0.0976 recall@thr=0.5: 0.5771 prec@thr=0.5: 0.7448 recall@top3: 0.7641 prec@top3: 0.5833 recall@top5: 0.9167 prec@top5: 0.4437 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 11:56:38 - mmengine - INFO - Epoch(train) [15][1360/1921] lr: 1.5000e-02 eta: 1:27:57 time: 0.4998 data_time: 0.0169 memory: 8526 grad_norm: 0.0970 recall@thr=0.5: 0.7690 prec@thr=0.5: 0.8238 recall@top3: 0.8286 prec@top3: 0.6476 recall@top5: 0.9786 prec@top5: 0.4800 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 11:56:48 - mmengine - INFO - Epoch(train) [15][1380/1921] lr: 1.5000e-02 eta: 1:27:47 time: 0.5271 data_time: 0.0195 memory: 8577 grad_norm: 0.0988 recall@thr=0.5: 0.8141 prec@thr=0.5: 0.7788 recall@top3: 0.9103 prec@top3: 0.5385 recall@top5: 0.9872 prec@top5: 0.3692 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 11:56:59 - mmengine - INFO - Epoch(train) [15][1400/1921] lr: 1.5000e-02 eta: 1:27:36 time: 0.5127 data_time: 0.0154 memory: 8637 grad_norm: 0.0955 recall@thr=0.5: 0.6847 prec@thr=0.5: 0.6712 recall@top3: 0.8198 prec@top3: 0.5676 recall@top5: 0.9009 prec@top5: 0.3838 loss_action_cls: 0.0371 loss: 0.0371 2022/08/31 11:57:09 - mmengine - INFO - Epoch(train) [15][1420/1921] lr: 1.5000e-02 eta: 1:27:26 time: 0.5279 data_time: 0.0211 memory: 8500 grad_norm: 0.0983 recall@thr=0.5: 0.6843 prec@thr=0.5: 0.7727 recall@top3: 0.7247 prec@top3: 0.7677 recall@top5: 0.8737 prec@top5: 0.5697 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 11:57:20 - mmengine - INFO - Epoch(train) [15][1440/1921] lr: 1.5000e-02 eta: 1:27:16 time: 0.5329 data_time: 0.0166 memory: 8809 grad_norm: 0.0986 recall@thr=0.5: 0.8011 prec@thr=0.5: 0.7581 recall@top3: 0.9032 prec@top3: 0.6989 recall@top5: 0.9785 prec@top5: 0.4581 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 11:57:30 - mmengine - INFO - Epoch(train) [15][1460/1921] lr: 1.5000e-02 eta: 1:27:05 time: 0.5043 data_time: 0.0208 memory: 8577 grad_norm: 0.0927 recall@thr=0.5: 0.8213 prec@thr=0.5: 0.8103 recall@top3: 0.8638 prec@top3: 0.7092 recall@top5: 0.9894 prec@top5: 0.4936 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 11:57:41 - mmengine - INFO - Epoch(train) [15][1480/1921] lr: 1.5000e-02 eta: 1:26:55 time: 0.5455 data_time: 0.0166 memory: 8542 grad_norm: 0.0918 recall@thr=0.5: 0.7623 prec@thr=0.5: 0.8395 recall@top3: 0.7901 prec@top3: 0.6667 recall@top5: 0.9136 prec@top5: 0.4889 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 11:57:51 - mmengine - INFO - Epoch(train) [15][1500/1921] lr: 1.5000e-02 eta: 1:26:45 time: 0.5132 data_time: 0.0233 memory: 8612 grad_norm: 0.0914 recall@thr=0.5: 0.7118 prec@thr=0.5: 0.7939 recall@top3: 0.7781 prec@top3: 0.7281 recall@top5: 0.9561 prec@top5: 0.5211 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 11:58:01 - mmengine - INFO - Epoch(train) [15][1520/1921] lr: 1.5000e-02 eta: 1:26:34 time: 0.5249 data_time: 0.0178 memory: 8552 grad_norm: 0.0982 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.7817 recall@top3: 0.8651 prec@top3: 0.6270 recall@top5: 0.9563 prec@top5: 0.4238 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 11:58:11 - mmengine - INFO - Epoch(train) [15][1540/1921] lr: 1.5000e-02 eta: 1:26:24 time: 0.4894 data_time: 0.0191 memory: 8577 grad_norm: 0.0968 recall@thr=0.5: 0.7151 prec@thr=0.5: 0.7989 recall@top3: 0.8226 prec@top3: 0.6774 recall@top5: 0.8763 prec@top5: 0.4387 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 11:58:22 - mmengine - INFO - Epoch(train) [15][1560/1921] lr: 1.5000e-02 eta: 1:26:14 time: 0.5454 data_time: 0.0160 memory: 8577 grad_norm: 0.0975 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.8119 recall@top3: 0.8267 prec@top3: 0.6952 recall@top5: 0.9524 prec@top5: 0.4971 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 11:58:32 - mmengine - INFO - Epoch(train) [15][1580/1921] lr: 1.5000e-02 eta: 1:26:03 time: 0.5067 data_time: 0.0168 memory: 8689 grad_norm: 0.0983 recall@thr=0.5: 0.7030 prec@thr=0.5: 0.8838 recall@top3: 0.8591 prec@top3: 0.6566 recall@top5: 0.9601 prec@top5: 0.4364 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 11:58:43 - mmengine - INFO - Epoch(train) [15][1600/1921] lr: 1.5000e-02 eta: 1:25:53 time: 0.5310 data_time: 0.0186 memory: 8577 grad_norm: 0.1031 recall@thr=0.5: 0.7286 prec@thr=0.5: 0.6357 recall@top3: 0.8286 prec@top3: 0.5905 recall@top5: 0.9333 prec@top5: 0.4114 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 11:58:53 - mmengine - INFO - Epoch(train) [15][1620/1921] lr: 1.5000e-02 eta: 1:25:42 time: 0.5090 data_time: 0.0171 memory: 8542 grad_norm: 0.0936 recall@thr=0.5: 0.7449 prec@thr=0.5: 0.8409 recall@top3: 0.8687 prec@top3: 0.6768 recall@top5: 0.9495 prec@top5: 0.4606 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 11:59:04 - mmengine - INFO - Epoch(train) [15][1640/1921] lr: 1.5000e-02 eta: 1:25:32 time: 0.5451 data_time: 0.0198 memory: 8602 grad_norm: 0.0956 recall@thr=0.5: 0.7481 prec@thr=0.5: 0.7567 recall@top3: 0.8486 prec@top3: 0.6857 recall@top5: 0.9433 prec@top5: 0.4686 loss_action_cls: 0.0361 loss: 0.0361 2022/08/31 11:59:14 - mmengine - INFO - Epoch(train) [15][1660/1921] lr: 1.5000e-02 eta: 1:25:22 time: 0.4942 data_time: 0.0175 memory: 8508 grad_norm: 0.0949 recall@thr=0.5: 0.6995 prec@thr=0.5: 0.8939 recall@top3: 0.8510 prec@top3: 0.7374 recall@top5: 1.0000 prec@top5: 0.5212 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 11:59:24 - mmengine - INFO - Epoch(train) [15][1680/1921] lr: 1.5000e-02 eta: 1:25:11 time: 0.5223 data_time: 0.0179 memory: 8629 grad_norm: 0.0971 recall@thr=0.5: 0.6931 prec@thr=0.5: 0.7691 recall@top3: 0.8149 prec@top3: 0.7153 recall@top5: 0.9635 prec@top5: 0.5208 loss_action_cls: 0.0292 loss: 0.0292 2022/08/31 11:59:35 - mmengine - INFO - Epoch(train) [15][1700/1921] lr: 1.5000e-02 eta: 1:25:01 time: 0.5232 data_time: 0.0196 memory: 8526 grad_norm: 0.0978 recall@thr=0.5: 0.8097 prec@thr=0.5: 0.8750 recall@top3: 0.8410 prec@top3: 0.7500 recall@top5: 1.0000 prec@top5: 0.5500 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 11:59:46 - mmengine - INFO - Epoch(train) [15][1720/1921] lr: 1.5000e-02 eta: 1:24:51 time: 0.5534 data_time: 0.0187 memory: 8620 grad_norm: 0.0957 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.7323 recall@top3: 0.7879 prec@top3: 0.4646 recall@top5: 0.9394 prec@top5: 0.3212 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 11:59:57 - mmengine - INFO - Epoch(train) [15][1740/1921] lr: 1.5000e-02 eta: 1:24:40 time: 0.5386 data_time: 0.0166 memory: 8602 grad_norm: 0.0970 recall@thr=0.5: 0.8102 prec@thr=0.5: 0.7500 recall@top3: 0.8519 prec@top3: 0.6759 recall@top5: 0.9491 prec@top5: 0.4556 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 12:00:09 - mmengine - INFO - Epoch(train) [15][1760/1921] lr: 1.5000e-02 eta: 1:24:31 time: 0.6211 data_time: 0.0182 memory: 8629 grad_norm: 0.1007 recall@thr=0.5: 0.7546 prec@thr=0.5: 0.7176 recall@top3: 0.8333 prec@top3: 0.5741 recall@top5: 0.9028 prec@top5: 0.3833 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 12:00:20 - mmengine - INFO - Epoch(train) [15][1780/1921] lr: 1.5000e-02 eta: 1:24:20 time: 0.5283 data_time: 0.0165 memory: 8577 grad_norm: 0.0978 recall@thr=0.5: 0.6964 prec@thr=0.5: 0.7266 recall@top3: 0.8380 prec@top3: 0.6562 recall@top5: 0.9135 prec@top5: 0.4562 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 12:00:30 - mmengine - INFO - Epoch(train) [15][1800/1921] lr: 1.5000e-02 eta: 1:24:10 time: 0.5257 data_time: 0.0183 memory: 8585 grad_norm: 0.0958 recall@thr=0.5: 0.7590 prec@thr=0.5: 0.8446 recall@top3: 0.7590 prec@top3: 0.7658 recall@top5: 0.9505 prec@top5: 0.6000 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 12:00:41 - mmengine - INFO - Epoch(train) [15][1820/1921] lr: 1.5000e-02 eta: 1:24:00 time: 0.5244 data_time: 0.0169 memory: 8500 grad_norm: 0.0930 recall@thr=0.5: 0.8102 prec@thr=0.5: 0.8287 recall@top3: 0.8843 prec@top3: 0.7315 recall@top5: 0.9861 prec@top5: 0.4889 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:00:51 - mmengine - INFO - Epoch(train) [15][1840/1921] lr: 1.5000e-02 eta: 1:23:49 time: 0.5168 data_time: 0.0183 memory: 8552 grad_norm: 0.0962 recall@thr=0.5: 0.8813 prec@thr=0.5: 0.9040 recall@top3: 0.8914 prec@top3: 0.8182 recall@top5: 1.0000 prec@top5: 0.5515 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 12:01:01 - mmengine - INFO - Epoch(train) [15][1860/1921] lr: 1.5000e-02 eta: 1:23:39 time: 0.5149 data_time: 0.0192 memory: 8594 grad_norm: 0.0932 recall@thr=0.5: 0.6711 prec@thr=0.5: 0.7456 recall@top3: 0.8684 prec@top3: 0.6754 recall@top5: 0.9408 prec@top5: 0.4579 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 12:01:12 - mmengine - INFO - Epoch(train) [15][1880/1921] lr: 1.5000e-02 eta: 1:23:29 time: 0.5280 data_time: 0.0176 memory: 8491 grad_norm: 0.0952 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8873 recall@top3: 0.8431 prec@top3: 0.6569 recall@top5: 0.9485 prec@top5: 0.4647 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:01:22 - mmengine - INFO - Epoch(train) [15][1900/1921] lr: 1.5000e-02 eta: 1:23:18 time: 0.5147 data_time: 0.0212 memory: 8577 grad_norm: 0.0978 recall@thr=0.5: 0.6698 prec@thr=0.5: 0.7284 recall@top3: 0.8086 prec@top3: 0.6790 recall@top5: 0.9383 prec@top5: 0.4815 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:01:32 - mmengine - INFO - Epoch(train) [15][1920/1921] lr: 1.5000e-02 eta: 1:23:08 time: 0.4978 data_time: 0.0177 memory: 8552 grad_norm: 0.0987 recall@thr=0.5: 0.7247 prec@thr=0.5: 0.8258 recall@top3: 0.7955 prec@top3: 0.6667 recall@top5: 0.8586 prec@top5: 0.4424 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 12:01:32 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 12:01:32 - mmengine - INFO - Epoch(train) [15][1921/1921] lr: 1.5000e-02 eta: 1:23:08 time: 0.4896 data_time: 0.0138 memory: 6285 grad_norm: 0.1002 recall@thr=0.5: 0.8704 prec@thr=0.5: 0.8981 recall@top3: 1.0000 prec@top3: 0.7222 recall@top5: 1.0000 prec@top5: 0.4333 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 12:01:33 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/08/31 12:01:40 - mmengine - INFO - Epoch(val) [15][20/6282] eta: 0:05:26 time: 0.0521 data_time: 0.0055 memory: 2274 2022/08/31 12:01:40 - mmengine - INFO - Epoch(val) [15][40/6282] eta: 0:04:17 time: 0.0412 data_time: 0.0022 memory: 2274 2022/08/31 12:01:41 - mmengine - INFO - Epoch(val) [15][60/6282] eta: 0:04:19 time: 0.0418 data_time: 0.0021 memory: 2274 2022/08/31 12:01:42 - mmengine - INFO - Epoch(val) [15][80/6282] eta: 0:04:28 time: 0.0433 data_time: 0.0034 memory: 2274 2022/08/31 12:01:43 - mmengine - INFO - Epoch(val) [15][100/6282] eta: 0:03:50 time: 0.0373 data_time: 0.0020 memory: 2274 2022/08/31 12:01:44 - mmengine - INFO - Epoch(val) [15][120/6282] eta: 0:04:44 time: 0.0462 data_time: 0.0027 memory: 2308 2022/08/31 12:01:45 - mmengine - INFO - Epoch(val) [15][140/6282] eta: 0:04:39 time: 0.0456 data_time: 0.0027 memory: 2308 2022/08/31 12:01:46 - mmengine - INFO - Epoch(val) [15][160/6282] eta: 0:04:19 time: 0.0424 data_time: 0.0025 memory: 2308 2022/08/31 12:01:46 - mmengine - INFO - Epoch(val) [15][180/6282] eta: 0:04:26 time: 0.0436 data_time: 0.0017 memory: 2308 2022/08/31 12:01:48 - mmengine - INFO - Epoch(val) [15][200/6282] eta: 0:07:06 time: 0.0700 data_time: 0.0025 memory: 2308 2022/08/31 12:01:49 - mmengine - INFO - Epoch(val) [15][220/6282] eta: 0:03:50 time: 0.0380 data_time: 0.0021 memory: 2279 2022/08/31 12:01:49 - mmengine - INFO - Epoch(val) [15][240/6282] eta: 0:04:01 time: 0.0400 data_time: 0.0018 memory: 2279 2022/08/31 12:01:50 - mmengine - INFO - Epoch(val) [15][260/6282] eta: 0:04:06 time: 0.0410 data_time: 0.0028 memory: 2279 2022/08/31 12:01:51 - mmengine - INFO - Epoch(val) [15][280/6282] eta: 0:04:22 time: 0.0437 data_time: 0.0030 memory: 2279 2022/08/31 12:01:52 - mmengine - INFO - Epoch(val) [15][300/6282] eta: 0:04:43 time: 0.0474 data_time: 0.0031 memory: 2308 2022/08/31 12:01:53 - mmengine - INFO - Epoch(val) [15][320/6282] eta: 0:05:18 time: 0.0535 data_time: 0.0025 memory: 2308 2022/08/31 12:01:54 - mmengine - INFO - Epoch(val) [15][340/6282] eta: 0:05:01 time: 0.0508 data_time: 0.0038 memory: 2308 2022/08/31 12:01:55 - mmengine - INFO - Epoch(val) [15][360/6282] eta: 0:05:24 time: 0.0548 data_time: 0.0024 memory: 2308 2022/08/31 12:01:56 - mmengine - INFO - Epoch(val) [15][380/6282] eta: 0:04:50 time: 0.0492 data_time: 0.0027 memory: 2308 2022/08/31 12:01:57 - mmengine - INFO - Epoch(val) [15][400/6282] eta: 0:04:44 time: 0.0483 data_time: 0.0023 memory: 2308 2022/08/31 12:01:58 - mmengine - INFO - Epoch(val) [15][420/6282] eta: 0:04:12 time: 0.0431 data_time: 0.0031 memory: 2281 2022/08/31 12:01:59 - mmengine - INFO - Epoch(val) [15][440/6282] eta: 0:03:40 time: 0.0377 data_time: 0.0022 memory: 2281 2022/08/31 12:02:00 - mmengine - INFO - Epoch(val) [15][460/6282] eta: 0:03:57 time: 0.0408 data_time: 0.0031 memory: 2281 2022/08/31 12:02:01 - mmengine - INFO - Epoch(val) [15][480/6282] eta: 0:04:10 time: 0.0432 data_time: 0.0028 memory: 2281 2022/08/31 12:02:02 - mmengine - INFO - Epoch(val) [15][500/6282] eta: 0:04:06 time: 0.0426 data_time: 0.0024 memory: 2281 2022/08/31 12:02:02 - mmengine - INFO - Epoch(val) [15][520/6282] eta: 0:04:40 time: 0.0487 data_time: 0.0031 memory: 2279 2022/08/31 12:02:03 - mmengine - INFO - Epoch(val) [15][540/6282] eta: 0:04:39 time: 0.0486 data_time: 0.0023 memory: 2279 2022/08/31 12:02:04 - mmengine - INFO - Epoch(val) [15][560/6282] eta: 0:04:36 time: 0.0484 data_time: 0.0028 memory: 2279 2022/08/31 12:02:05 - mmengine - INFO - Epoch(val) [15][580/6282] eta: 0:03:47 time: 0.0398 data_time: 0.0018 memory: 2279 2022/08/31 12:02:06 - mmengine - INFO - Epoch(val) [15][600/6282] eta: 0:04:14 time: 0.0447 data_time: 0.0020 memory: 2279 2022/08/31 12:02:07 - mmengine - INFO - Epoch(val) [15][620/6282] eta: 0:03:54 time: 0.0414 data_time: 0.0035 memory: 2279 2022/08/31 12:02:08 - mmengine - INFO - Epoch(val) [15][640/6282] eta: 0:06:54 time: 0.0735 data_time: 0.0030 memory: 2277 2022/08/31 12:02:09 - mmengine - INFO - Epoch(val) [15][660/6282] eta: 0:04:01 time: 0.0430 data_time: 0.0031 memory: 2277 2022/08/31 12:02:10 - mmengine - INFO - Epoch(val) [15][680/6282] eta: 0:03:51 time: 0.0413 data_time: 0.0025 memory: 2277 2022/08/31 12:02:11 - mmengine - INFO - Epoch(val) [15][700/6282] eta: 0:04:05 time: 0.0440 data_time: 0.0024 memory: 2277 2022/08/31 12:02:12 - mmengine - INFO - Epoch(val) [15][720/6282] eta: 0:04:58 time: 0.0537 data_time: 0.0029 memory: 2319 2022/08/31 12:02:13 - mmengine - INFO - Epoch(val) [15][740/6282] eta: 0:04:37 time: 0.0501 data_time: 0.0018 memory: 2308 2022/08/31 12:02:14 - mmengine - INFO - Epoch(val) [15][760/6282] eta: 0:04:36 time: 0.0500 data_time: 0.0026 memory: 2308 2022/08/31 12:02:15 - mmengine - INFO - Epoch(val) [15][780/6282] eta: 0:04:08 time: 0.0451 data_time: 0.0031 memory: 2308 2022/08/31 12:02:16 - mmengine - INFO - Epoch(val) [15][800/6282] eta: 0:03:53 time: 0.0425 data_time: 0.0024 memory: 2308 2022/08/31 12:02:17 - mmengine - INFO - Epoch(val) [15][820/6282] eta: 0:03:48 time: 0.0419 data_time: 0.0022 memory: 2308 2022/08/31 12:02:18 - mmengine - INFO - Epoch(val) [15][840/6282] eta: 0:04:51 time: 0.0535 data_time: 0.0040 memory: 2279 2022/08/31 12:02:19 - mmengine - INFO - Epoch(val) [15][860/6282] eta: 0:05:03 time: 0.0561 data_time: 0.0035 memory: 2279 2022/08/31 12:02:20 - mmengine - INFO - Epoch(val) [15][880/6282] eta: 0:04:49 time: 0.0537 data_time: 0.0027 memory: 2279 2022/08/31 12:02:21 - mmengine - INFO - Epoch(val) [15][900/6282] eta: 0:04:15 time: 0.0475 data_time: 0.0031 memory: 2279 2022/08/31 12:02:22 - mmengine - INFO - Epoch(val) [15][920/6282] eta: 0:04:45 time: 0.0532 data_time: 0.0021 memory: 2279 2022/08/31 12:02:23 - mmengine - INFO - Epoch(val) [15][940/6282] eta: 0:03:42 time: 0.0416 data_time: 0.0024 memory: 2274 2022/08/31 12:02:24 - mmengine - INFO - Epoch(val) [15][960/6282] eta: 0:03:34 time: 0.0403 data_time: 0.0027 memory: 2274 2022/08/31 12:02:25 - mmengine - INFO - Epoch(val) [15][980/6282] eta: 0:03:43 time: 0.0421 data_time: 0.0026 memory: 2274 2022/08/31 12:02:26 - mmengine - INFO - Epoch(val) [15][1000/6282] eta: 0:04:06 time: 0.0468 data_time: 0.0020 memory: 2274 2022/08/31 12:02:26 - mmengine - INFO - Epoch(val) [15][1020/6282] eta: 0:03:28 time: 0.0395 data_time: 0.0018 memory: 2279 2022/08/31 12:02:28 - mmengine - INFO - Epoch(val) [15][1040/6282] eta: 0:06:05 time: 0.0698 data_time: 0.0026 memory: 2279 2022/08/31 12:02:29 - mmengine - INFO - Epoch(val) [15][1060/6282] eta: 0:04:24 time: 0.0506 data_time: 0.0027 memory: 2279 2022/08/31 12:02:30 - mmengine - INFO - Epoch(val) [15][1080/6282] eta: 0:04:11 time: 0.0483 data_time: 0.0022 memory: 2279 2022/08/31 12:02:31 - mmengine - INFO - Epoch(val) [15][1100/6282] eta: 0:03:37 time: 0.0419 data_time: 0.0025 memory: 2279 2022/08/31 12:02:32 - mmengine - INFO - Epoch(val) [15][1120/6282] eta: 0:04:15 time: 0.0495 data_time: 0.0034 memory: 2279 2022/08/31 12:02:33 - mmengine - INFO - Epoch(val) [15][1140/6282] eta: 0:03:48 time: 0.0444 data_time: 0.0031 memory: 2279 2022/08/31 12:02:33 - mmengine - INFO - Epoch(val) [15][1160/6282] eta: 0:04:09 time: 0.0488 data_time: 0.0030 memory: 2279 2022/08/31 12:02:34 - mmengine - INFO - Epoch(val) [15][1180/6282] eta: 0:03:53 time: 0.0457 data_time: 0.0030 memory: 2279 2022/08/31 12:02:35 - mmengine - INFO - Epoch(val) [15][1200/6282] eta: 0:04:31 time: 0.0535 data_time: 0.0025 memory: 2279 2022/08/31 12:02:37 - mmengine - INFO - Epoch(val) [15][1220/6282] eta: 0:04:59 time: 0.0592 data_time: 0.0021 memory: 2279 2022/08/31 12:02:38 - mmengine - INFO - Epoch(val) [15][1240/6282] eta: 0:04:17 time: 0.0511 data_time: 0.0031 memory: 2308 2022/08/31 12:02:39 - mmengine - INFO - Epoch(val) [15][1260/6282] eta: 0:04:03 time: 0.0484 data_time: 0.0030 memory: 2308 2022/08/31 12:02:40 - mmengine - INFO - Epoch(val) [15][1280/6282] eta: 0:03:35 time: 0.0430 data_time: 0.0027 memory: 2308 2022/08/31 12:02:41 - mmengine - INFO - Epoch(val) [15][1300/6282] eta: 0:03:53 time: 0.0469 data_time: 0.0030 memory: 2308 2022/08/31 12:02:41 - mmengine - INFO - Epoch(val) [15][1320/6282] eta: 0:03:45 time: 0.0455 data_time: 0.0036 memory: 2308 2022/08/31 12:02:42 - mmengine - INFO - Epoch(val) [15][1340/6282] eta: 0:03:21 time: 0.0408 data_time: 0.0023 memory: 2308 2022/08/31 12:02:43 - mmengine - INFO - Epoch(val) [15][1360/6282] eta: 0:03:33 time: 0.0434 data_time: 0.0022 memory: 2308 2022/08/31 12:02:44 - mmengine - INFO - Epoch(val) [15][1380/6282] eta: 0:03:20 time: 0.0409 data_time: 0.0019 memory: 2308 2022/08/31 12:02:45 - mmengine - INFO - Epoch(val) [15][1400/6282] eta: 0:03:24 time: 0.0420 data_time: 0.0023 memory: 2308 2022/08/31 12:02:46 - mmengine - INFO - Epoch(val) [15][1420/6282] eta: 0:03:28 time: 0.0429 data_time: 0.0028 memory: 2308 2022/08/31 12:02:47 - mmengine - INFO - Epoch(val) [15][1440/6282] eta: 0:03:38 time: 0.0450 data_time: 0.0023 memory: 2308 2022/08/31 12:02:48 - mmengine - INFO - Epoch(val) [15][1460/6282] eta: 0:06:20 time: 0.0790 data_time: 0.0065 memory: 2308 2022/08/31 12:02:49 - mmengine - INFO - Epoch(val) [15][1480/6282] eta: 0:03:22 time: 0.0423 data_time: 0.0025 memory: 2308 2022/08/31 12:02:50 - mmengine - INFO - Epoch(val) [15][1500/6282] eta: 0:03:35 time: 0.0451 data_time: 0.0028 memory: 2308 2022/08/31 12:02:51 - mmengine - INFO - Epoch(val) [15][1520/6282] eta: 0:03:40 time: 0.0463 data_time: 0.0018 memory: 2352 2022/08/31 12:02:52 - mmengine - INFO - Epoch(val) [15][1540/6282] eta: 0:04:17 time: 0.0542 data_time: 0.0024 memory: 2352 2022/08/31 12:02:53 - mmengine - INFO - Epoch(val) [15][1560/6282] eta: 0:03:33 time: 0.0453 data_time: 0.0023 memory: 2352 2022/08/31 12:02:54 - mmengine - INFO - Epoch(val) [15][1580/6282] eta: 0:03:26 time: 0.0440 data_time: 0.0027 memory: 2352 2022/08/31 12:02:55 - mmengine - INFO - Epoch(val) [15][1600/6282] eta: 0:03:36 time: 0.0462 data_time: 0.0031 memory: 2352 2022/08/31 12:02:56 - mmengine - INFO - Epoch(val) [15][1620/6282] eta: 0:03:28 time: 0.0448 data_time: 0.0023 memory: 2352 2022/08/31 12:02:57 - mmengine - INFO - Epoch(val) [15][1640/6282] eta: 0:04:08 time: 0.0536 data_time: 0.0031 memory: 2308 2022/08/31 12:02:58 - mmengine - INFO - Epoch(val) [15][1660/6282] eta: 0:03:26 time: 0.0446 data_time: 0.0030 memory: 2308 2022/08/31 12:02:58 - mmengine - INFO - Epoch(val) [15][1680/6282] eta: 0:03:25 time: 0.0446 data_time: 0.0019 memory: 2308 2022/08/31 12:03:00 - mmengine - INFO - Epoch(val) [15][1700/6282] eta: 0:04:22 time: 0.0573 data_time: 0.0026 memory: 2308 2022/08/31 12:03:01 - mmengine - INFO - Epoch(val) [15][1720/6282] eta: 0:04:35 time: 0.0604 data_time: 0.0022 memory: 2311 2022/08/31 12:03:02 - mmengine - INFO - Epoch(val) [15][1740/6282] eta: 0:03:27 time: 0.0458 data_time: 0.0024 memory: 2308 2022/08/31 12:03:03 - mmengine - INFO - Epoch(val) [15][1760/6282] eta: 0:03:39 time: 0.0485 data_time: 0.0032 memory: 2308 2022/08/31 12:03:04 - mmengine - INFO - Epoch(val) [15][1780/6282] eta: 0:03:48 time: 0.0507 data_time: 0.0023 memory: 2308 2022/08/31 12:03:05 - mmengine - INFO - Epoch(val) [15][1800/6282] eta: 0:03:38 time: 0.0487 data_time: 0.0030 memory: 2308 2022/08/31 12:03:06 - mmengine - INFO - Epoch(val) [15][1820/6282] eta: 0:04:07 time: 0.0555 data_time: 0.0030 memory: 2308 2022/08/31 12:03:07 - mmengine - INFO - Epoch(val) [15][1840/6282] eta: 0:04:01 time: 0.0543 data_time: 0.0036 memory: 2308 2022/08/31 12:03:08 - mmengine - INFO - Epoch(val) [15][1860/6282] eta: 0:05:33 time: 0.0755 data_time: 0.0031 memory: 2308 2022/08/31 12:03:09 - mmengine - INFO - Epoch(val) [15][1880/6282] eta: 0:03:36 time: 0.0491 data_time: 0.0036 memory: 2308 2022/08/31 12:03:10 - mmengine - INFO - Epoch(val) [15][1900/6282] eta: 0:03:08 time: 0.0431 data_time: 0.0030 memory: 2308 2022/08/31 12:03:11 - mmengine - INFO - Epoch(val) [15][1920/6282] eta: 0:03:43 time: 0.0511 data_time: 0.0029 memory: 2308 2022/08/31 12:03:12 - mmengine - INFO - Epoch(val) [15][1940/6282] eta: 0:03:26 time: 0.0476 data_time: 0.0024 memory: 2308 2022/08/31 12:03:13 - mmengine - INFO - Epoch(val) [15][1960/6282] eta: 0:02:45 time: 0.0383 data_time: 0.0026 memory: 2281 2022/08/31 12:03:14 - mmengine - INFO - Epoch(val) [15][1980/6282] eta: 0:02:50 time: 0.0397 data_time: 0.0036 memory: 2281 2022/08/31 12:03:15 - mmengine - INFO - Epoch(val) [15][2000/6282] eta: 0:02:57 time: 0.0415 data_time: 0.0025 memory: 2281 2022/08/31 12:03:15 - mmengine - INFO - Epoch(val) [15][2020/6282] eta: 0:02:36 time: 0.0368 data_time: 0.0020 memory: 2281 2022/08/31 12:03:16 - mmengine - INFO - Epoch(val) [15][2040/6282] eta: 0:02:45 time: 0.0390 data_time: 0.0037 memory: 2281 2022/08/31 12:03:17 - mmengine - INFO - Epoch(val) [15][2060/6282] eta: 0:02:44 time: 0.0390 data_time: 0.0020 memory: 2281 2022/08/31 12:03:18 - mmengine - INFO - Epoch(val) [15][2080/6282] eta: 0:02:52 time: 0.0411 data_time: 0.0029 memory: 2281 2022/08/31 12:03:19 - mmengine - INFO - Epoch(val) [15][2100/6282] eta: 0:02:38 time: 0.0379 data_time: 0.0019 memory: 2281 2022/08/31 12:03:19 - mmengine - INFO - Epoch(val) [15][2120/6282] eta: 0:02:45 time: 0.0399 data_time: 0.0027 memory: 2281 2022/08/31 12:03:20 - mmengine - INFO - Epoch(val) [15][2140/6282] eta: 0:02:54 time: 0.0422 data_time: 0.0035 memory: 2281 2022/08/31 12:03:21 - mmengine - INFO - Epoch(val) [15][2160/6282] eta: 0:02:53 time: 0.0421 data_time: 0.0025 memory: 2279 2022/08/31 12:03:22 - mmengine - INFO - Epoch(val) [15][2180/6282] eta: 0:03:14 time: 0.0474 data_time: 0.0026 memory: 2279 2022/08/31 12:03:23 - mmengine - INFO - Epoch(val) [15][2200/6282] eta: 0:03:04 time: 0.0453 data_time: 0.0022 memory: 2279 2022/08/31 12:03:24 - mmengine - INFO - Epoch(val) [15][2220/6282] eta: 0:02:51 time: 0.0422 data_time: 0.0031 memory: 2279 2022/08/31 12:03:25 - mmengine - INFO - Epoch(val) [15][2240/6282] eta: 0:03:16 time: 0.0487 data_time: 0.0031 memory: 2279 2022/08/31 12:03:26 - mmengine - INFO - Epoch(val) [15][2260/6282] eta: 0:03:11 time: 0.0475 data_time: 0.0019 memory: 2281 2022/08/31 12:03:27 - mmengine - INFO - Epoch(val) [15][2280/6282] eta: 0:03:10 time: 0.0477 data_time: 0.0037 memory: 2281 2022/08/31 12:03:28 - mmengine - INFO - Epoch(val) [15][2300/6282] eta: 0:04:49 time: 0.0726 data_time: 0.0029 memory: 2281 2022/08/31 12:03:29 - mmengine - INFO - Epoch(val) [15][2320/6282] eta: 0:02:59 time: 0.0452 data_time: 0.0027 memory: 2281 2022/08/31 12:03:30 - mmengine - INFO - Epoch(val) [15][2340/6282] eta: 0:02:43 time: 0.0415 data_time: 0.0026 memory: 2281 2022/08/31 12:03:31 - mmengine - INFO - Epoch(val) [15][2360/6282] eta: 0:02:29 time: 0.0381 data_time: 0.0023 memory: 2279 2022/08/31 12:03:32 - mmengine - INFO - Epoch(val) [15][2380/6282] eta: 0:02:51 time: 0.0439 data_time: 0.0028 memory: 2279 2022/08/31 12:03:33 - mmengine - INFO - Epoch(val) [15][2400/6282] eta: 0:03:12 time: 0.0496 data_time: 0.0040 memory: 2279 2022/08/31 12:03:34 - mmengine - INFO - Epoch(val) [15][2420/6282] eta: 0:03:00 time: 0.0468 data_time: 0.0037 memory: 2279 2022/08/31 12:03:35 - mmengine - INFO - Epoch(val) [15][2440/6282] eta: 0:02:54 time: 0.0455 data_time: 0.0027 memory: 2279 2022/08/31 12:03:35 - mmengine - INFO - Epoch(val) [15][2460/6282] eta: 0:02:55 time: 0.0459 data_time: 0.0038 memory: 2308 2022/08/31 12:03:36 - mmengine - INFO - Epoch(val) [15][2480/6282] eta: 0:03:06 time: 0.0491 data_time: 0.0031 memory: 2308 2022/08/31 12:03:37 - mmengine - INFO - Epoch(val) [15][2500/6282] eta: 0:02:41 time: 0.0427 data_time: 0.0027 memory: 2308 2022/08/31 12:03:38 - mmengine - INFO - Epoch(val) [15][2520/6282] eta: 0:03:04 time: 0.0492 data_time: 0.0024 memory: 2308 2022/08/31 12:03:39 - mmengine - INFO - Epoch(val) [15][2540/6282] eta: 0:02:59 time: 0.0479 data_time: 0.0035 memory: 2311 2022/08/31 12:03:40 - mmengine - INFO - Epoch(val) [15][2560/6282] eta: 0:02:38 time: 0.0425 data_time: 0.0023 memory: 2308 2022/08/31 12:03:41 - mmengine - INFO - Epoch(val) [15][2580/6282] eta: 0:02:31 time: 0.0410 data_time: 0.0019 memory: 2308 2022/08/31 12:03:42 - mmengine - INFO - Epoch(val) [15][2600/6282] eta: 0:02:59 time: 0.0487 data_time: 0.0022 memory: 2308 2022/08/31 12:03:43 - mmengine - INFO - Epoch(val) [15][2620/6282] eta: 0:02:46 time: 0.0455 data_time: 0.0019 memory: 2308 2022/08/31 12:03:44 - mmengine - INFO - Epoch(val) [15][2640/6282] eta: 0:02:48 time: 0.0461 data_time: 0.0032 memory: 2308 2022/08/31 12:03:45 - mmengine - INFO - Epoch(val) [15][2660/6282] eta: 0:02:39 time: 0.0441 data_time: 0.0031 memory: 2348 2022/08/31 12:03:46 - mmengine - INFO - Epoch(val) [15][2680/6282] eta: 0:03:01 time: 0.0504 data_time: 0.0025 memory: 2348 2022/08/31 12:03:47 - mmengine - INFO - Epoch(val) [15][2700/6282] eta: 0:02:53 time: 0.0484 data_time: 0.0029 memory: 2348 2022/08/31 12:03:48 - mmengine - INFO - Epoch(val) [15][2720/6282] eta: 0:04:36 time: 0.0776 data_time: 0.0027 memory: 2348 2022/08/31 12:03:49 - mmengine - INFO - Epoch(val) [15][2740/6282] eta: 0:02:48 time: 0.0476 data_time: 0.0026 memory: 2348 2022/08/31 12:03:50 - mmengine - INFO - Epoch(val) [15][2760/6282] eta: 0:02:38 time: 0.0451 data_time: 0.0035 memory: 2281 2022/08/31 12:03:51 - mmengine - INFO - Epoch(val) [15][2780/6282] eta: 0:02:28 time: 0.0424 data_time: 0.0021 memory: 2281 2022/08/31 12:03:52 - mmengine - INFO - Epoch(val) [15][2800/6282] eta: 0:02:32 time: 0.0439 data_time: 0.0020 memory: 2281 2022/08/31 12:03:53 - mmengine - INFO - Epoch(val) [15][2820/6282] eta: 0:02:27 time: 0.0426 data_time: 0.0020 memory: 2281 2022/08/31 12:03:54 - mmengine - INFO - Epoch(val) [15][2840/6282] eta: 0:02:25 time: 0.0424 data_time: 0.0028 memory: 2281 2022/08/31 12:03:54 - mmengine - INFO - Epoch(val) [15][2860/6282] eta: 0:02:28 time: 0.0435 data_time: 0.0023 memory: 2308 2022/08/31 12:03:55 - mmengine - INFO - Epoch(val) [15][2880/6282] eta: 0:02:19 time: 0.0410 data_time: 0.0024 memory: 2308 2022/08/31 12:03:56 - mmengine - INFO - Epoch(val) [15][2900/6282] eta: 0:02:34 time: 0.0458 data_time: 0.0025 memory: 2308 2022/08/31 12:03:57 - mmengine - INFO - Epoch(val) [15][2920/6282] eta: 0:02:21 time: 0.0420 data_time: 0.0025 memory: 2308 2022/08/31 12:03:58 - mmengine - INFO - Epoch(val) [15][2940/6282] eta: 0:02:12 time: 0.0396 data_time: 0.0019 memory: 2293 2022/08/31 12:03:59 - mmengine - INFO - Epoch(val) [15][2960/6282] eta: 0:02:37 time: 0.0473 data_time: 0.0022 memory: 2293 2022/08/31 12:04:00 - mmengine - INFO - Epoch(val) [15][2980/6282] eta: 0:02:36 time: 0.0474 data_time: 0.0033 memory: 2293 2022/08/31 12:04:01 - mmengine - INFO - Epoch(val) [15][3000/6282] eta: 0:02:26 time: 0.0445 data_time: 0.0032 memory: 2293 2022/08/31 12:04:02 - mmengine - INFO - Epoch(val) [15][3020/6282] eta: 0:02:16 time: 0.0418 data_time: 0.0025 memory: 2308 2022/08/31 12:04:02 - mmengine - INFO - Epoch(val) [15][3040/6282] eta: 0:02:29 time: 0.0461 data_time: 0.0022 memory: 2308 2022/08/31 12:04:04 - mmengine - INFO - Epoch(val) [15][3060/6282] eta: 0:02:47 time: 0.0519 data_time: 0.0024 memory: 2308 2022/08/31 12:04:04 - mmengine - INFO - Epoch(val) [15][3080/6282] eta: 0:02:30 time: 0.0469 data_time: 0.0026 memory: 2308 2022/08/31 12:04:05 - mmengine - INFO - Epoch(val) [15][3100/6282] eta: 0:02:08 time: 0.0404 data_time: 0.0019 memory: 2308 2022/08/31 12:04:06 - mmengine - INFO - Epoch(val) [15][3120/6282] eta: 0:01:50 time: 0.0350 data_time: 0.0025 memory: 2281 2022/08/31 12:04:07 - mmengine - INFO - Epoch(val) [15][3140/6282] eta: 0:01:55 time: 0.0366 data_time: 0.0023 memory: 2281 2022/08/31 12:04:08 - mmengine - INFO - Epoch(val) [15][3160/6282] eta: 0:03:40 time: 0.0705 data_time: 0.0023 memory: 2281 2022/08/31 12:04:09 - mmengine - INFO - Epoch(val) [15][3180/6282] eta: 0:01:56 time: 0.0376 data_time: 0.0017 memory: 2281 2022/08/31 12:04:10 - mmengine - INFO - Epoch(val) [15][3200/6282] eta: 0:02:08 time: 0.0418 data_time: 0.0037 memory: 2308 2022/08/31 12:04:11 - mmengine - INFO - Epoch(val) [15][3220/6282] eta: 0:02:10 time: 0.0425 data_time: 0.0032 memory: 2308 2022/08/31 12:04:11 - mmengine - INFO - Epoch(val) [15][3240/6282] eta: 0:02:07 time: 0.0419 data_time: 0.0034 memory: 2308 2022/08/31 12:04:12 - mmengine - INFO - Epoch(val) [15][3260/6282] eta: 0:01:59 time: 0.0396 data_time: 0.0026 memory: 2308 2022/08/31 12:04:13 - mmengine - INFO - Epoch(val) [15][3280/6282] eta: 0:02:18 time: 0.0462 data_time: 0.0021 memory: 2308 2022/08/31 12:04:14 - mmengine - INFO - Epoch(val) [15][3300/6282] eta: 0:02:38 time: 0.0530 data_time: 0.0024 memory: 2308 2022/08/31 12:04:15 - mmengine - INFO - Epoch(val) [15][3320/6282] eta: 0:02:05 time: 0.0425 data_time: 0.0018 memory: 2308 2022/08/31 12:04:16 - mmengine - INFO - Epoch(val) [15][3340/6282] eta: 0:02:21 time: 0.0482 data_time: 0.0021 memory: 2308 2022/08/31 12:04:17 - mmengine - INFO - Epoch(val) [15][3360/6282] eta: 0:02:26 time: 0.0500 data_time: 0.0025 memory: 2308 2022/08/31 12:04:18 - mmengine - INFO - Epoch(val) [15][3380/6282] eta: 0:02:37 time: 0.0543 data_time: 0.0067 memory: 2308 2022/08/31 12:04:19 - mmengine - INFO - Epoch(val) [15][3400/6282] eta: 0:02:38 time: 0.0549 data_time: 0.0024 memory: 2279 2022/08/31 12:04:20 - mmengine - INFO - Epoch(val) [15][3420/6282] eta: 0:01:55 time: 0.0403 data_time: 0.0028 memory: 2279 2022/08/31 12:04:21 - mmengine - INFO - Epoch(val) [15][3440/6282] eta: 0:01:51 time: 0.0394 data_time: 0.0023 memory: 2279 2022/08/31 12:04:22 - mmengine - INFO - Epoch(val) [15][3460/6282] eta: 0:02:18 time: 0.0491 data_time: 0.0028 memory: 2282 2022/08/31 12:04:23 - mmengine - INFO - Epoch(val) [15][3480/6282] eta: 0:02:23 time: 0.0514 data_time: 0.0031 memory: 2279 2022/08/31 12:04:24 - mmengine - INFO - Epoch(val) [15][3500/6282] eta: 0:02:02 time: 0.0440 data_time: 0.0021 memory: 2279 2022/08/31 12:04:25 - mmengine - INFO - Epoch(val) [15][3520/6282] eta: 0:01:57 time: 0.0427 data_time: 0.0029 memory: 2279 2022/08/31 12:04:26 - mmengine - INFO - Epoch(val) [15][3540/6282] eta: 0:02:01 time: 0.0444 data_time: 0.0023 memory: 2279 2022/08/31 12:04:27 - mmengine - INFO - Epoch(val) [15][3560/6282] eta: 0:02:00 time: 0.0444 data_time: 0.0024 memory: 2279 2022/08/31 12:04:27 - mmengine - INFO - Epoch(val) [15][3580/6282] eta: 0:01:44 time: 0.0386 data_time: 0.0021 memory: 2300 2022/08/31 12:04:29 - mmengine - INFO - Epoch(val) [15][3600/6282] eta: 0:03:21 time: 0.0752 data_time: 0.0021 memory: 2300 2022/08/31 12:04:30 - mmengine - INFO - Epoch(val) [15][3620/6282] eta: 0:02:31 time: 0.0570 data_time: 0.0031 memory: 2302 2022/08/31 12:04:31 - mmengine - INFO - Epoch(val) [15][3640/6282] eta: 0:02:04 time: 0.0470 data_time: 0.0024 memory: 2300 2022/08/31 12:04:32 - mmengine - INFO - Epoch(val) [15][3660/6282] eta: 0:01:57 time: 0.0449 data_time: 0.0021 memory: 2300 2022/08/31 12:04:33 - mmengine - INFO - Epoch(val) [15][3680/6282] eta: 0:01:52 time: 0.0432 data_time: 0.0027 memory: 2308 2022/08/31 12:04:34 - mmengine - INFO - Epoch(val) [15][3700/6282] eta: 0:01:53 time: 0.0441 data_time: 0.0035 memory: 2308 2022/08/31 12:04:35 - mmengine - INFO - Epoch(val) [15][3720/6282] eta: 0:01:58 time: 0.0463 data_time: 0.0033 memory: 2308 2022/08/31 12:04:35 - mmengine - INFO - Epoch(val) [15][3740/6282] eta: 0:01:59 time: 0.0469 data_time: 0.0023 memory: 2308 2022/08/31 12:04:36 - mmengine - INFO - Epoch(val) [15][3760/6282] eta: 0:01:48 time: 0.0432 data_time: 0.0024 memory: 2308 2022/08/31 12:04:37 - mmengine - INFO - Epoch(val) [15][3780/6282] eta: 0:01:49 time: 0.0438 data_time: 0.0027 memory: 2308 2022/08/31 12:04:38 - mmengine - INFO - Epoch(val) [15][3800/6282] eta: 0:01:59 time: 0.0483 data_time: 0.0033 memory: 2308 2022/08/31 12:04:39 - mmengine - INFO - Epoch(val) [15][3820/6282] eta: 0:01:46 time: 0.0433 data_time: 0.0028 memory: 2308 2022/08/31 12:04:40 - mmengine - INFO - Epoch(val) [15][3840/6282] eta: 0:01:44 time: 0.0427 data_time: 0.0026 memory: 2308 2022/08/31 12:04:41 - mmengine - INFO - Epoch(val) [15][3860/6282] eta: 0:01:47 time: 0.0444 data_time: 0.0026 memory: 2308 2022/08/31 12:04:42 - mmengine - INFO - Epoch(val) [15][3880/6282] eta: 0:01:30 time: 0.0377 data_time: 0.0024 memory: 2308 2022/08/31 12:04:42 - mmengine - INFO - Epoch(val) [15][3900/6282] eta: 0:01:35 time: 0.0400 data_time: 0.0030 memory: 2308 2022/08/31 12:04:43 - mmengine - INFO - Epoch(val) [15][3920/6282] eta: 0:01:32 time: 0.0393 data_time: 0.0032 memory: 2308 2022/08/31 12:04:44 - mmengine - INFO - Epoch(val) [15][3940/6282] eta: 0:01:28 time: 0.0377 data_time: 0.0021 memory: 2308 2022/08/31 12:04:45 - mmengine - INFO - Epoch(val) [15][3960/6282] eta: 0:01:40 time: 0.0432 data_time: 0.0020 memory: 2308 2022/08/31 12:04:46 - mmengine - INFO - Epoch(val) [15][3980/6282] eta: 0:01:47 time: 0.0465 data_time: 0.0026 memory: 2308 2022/08/31 12:04:47 - mmengine - INFO - Epoch(val) [15][4000/6282] eta: 0:01:43 time: 0.0456 data_time: 0.0022 memory: 2308 2022/08/31 12:04:48 - mmengine - INFO - Epoch(val) [15][4020/6282] eta: 0:02:42 time: 0.0717 data_time: 0.0039 memory: 2308 2022/08/31 12:04:49 - mmengine - INFO - Epoch(val) [15][4040/6282] eta: 0:01:48 time: 0.0483 data_time: 0.0032 memory: 2348 2022/08/31 12:04:50 - mmengine - INFO - Epoch(val) [15][4060/6282] eta: 0:01:52 time: 0.0507 data_time: 0.0031 memory: 2348 2022/08/31 12:04:51 - mmengine - INFO - Epoch(val) [15][4080/6282] eta: 0:01:44 time: 0.0476 data_time: 0.0022 memory: 2348 2022/08/31 12:04:52 - mmengine - INFO - Epoch(val) [15][4100/6282] eta: 0:01:44 time: 0.0478 data_time: 0.0031 memory: 2348 2022/08/31 12:04:53 - mmengine - INFO - Epoch(val) [15][4120/6282] eta: 0:01:40 time: 0.0464 data_time: 0.0026 memory: 2348 2022/08/31 12:04:54 - mmengine - INFO - Epoch(val) [15][4140/6282] eta: 0:01:38 time: 0.0461 data_time: 0.0028 memory: 2348 2022/08/31 12:04:55 - mmengine - INFO - Epoch(val) [15][4160/6282] eta: 0:01:39 time: 0.0471 data_time: 0.0028 memory: 2279 2022/08/31 12:04:56 - mmengine - INFO - Epoch(val) [15][4180/6282] eta: 0:01:22 time: 0.0393 data_time: 0.0024 memory: 2279 2022/08/31 12:04:57 - mmengine - INFO - Epoch(val) [15][4200/6282] eta: 0:01:27 time: 0.0422 data_time: 0.0020 memory: 2279 2022/08/31 12:04:57 - mmengine - INFO - Epoch(val) [15][4220/6282] eta: 0:01:27 time: 0.0425 data_time: 0.0033 memory: 2279 2022/08/31 12:04:58 - mmengine - INFO - Epoch(val) [15][4240/6282] eta: 0:01:24 time: 0.0415 data_time: 0.0025 memory: 2279 2022/08/31 12:04:59 - mmengine - INFO - Epoch(val) [15][4260/6282] eta: 0:01:30 time: 0.0450 data_time: 0.0024 memory: 2279 2022/08/31 12:05:00 - mmengine - INFO - Epoch(val) [15][4280/6282] eta: 0:01:23 time: 0.0416 data_time: 0.0018 memory: 2279 2022/08/31 12:05:01 - mmengine - INFO - Epoch(val) [15][4300/6282] eta: 0:01:15 time: 0.0379 data_time: 0.0022 memory: 2279 2022/08/31 12:05:02 - mmengine - INFO - Epoch(val) [15][4320/6282] eta: 0:02:35 time: 0.0792 data_time: 0.0024 memory: 2279 2022/08/31 12:05:03 - mmengine - INFO - Epoch(val) [15][4340/6282] eta: 0:01:24 time: 0.0436 data_time: 0.0032 memory: 2279 2022/08/31 12:05:04 - mmengine - INFO - Epoch(val) [15][4360/6282] eta: 0:01:16 time: 0.0400 data_time: 0.0021 memory: 2308 2022/08/31 12:05:05 - mmengine - INFO - Epoch(val) [15][4380/6282] eta: 0:01:17 time: 0.0405 data_time: 0.0025 memory: 2308 2022/08/31 12:05:06 - mmengine - INFO - Epoch(val) [15][4400/6282] eta: 0:01:21 time: 0.0435 data_time: 0.0030 memory: 2308 2022/08/31 12:05:07 - mmengine - INFO - Epoch(val) [15][4420/6282] eta: 0:01:17 time: 0.0418 data_time: 0.0021 memory: 2308 2022/08/31 12:05:08 - mmengine - INFO - Epoch(val) [15][4440/6282] eta: 0:01:40 time: 0.0544 data_time: 0.0041 memory: 2312 2022/08/31 12:05:09 - mmengine - INFO - Epoch(val) [15][4460/6282] eta: 0:01:21 time: 0.0445 data_time: 0.0024 memory: 2312 2022/08/31 12:05:09 - mmengine - INFO - Epoch(val) [15][4480/6282] eta: 0:01:14 time: 0.0415 data_time: 0.0026 memory: 2312 2022/08/31 12:05:10 - mmengine - INFO - Epoch(val) [15][4500/6282] eta: 0:01:17 time: 0.0433 data_time: 0.0026 memory: 2312 2022/08/31 12:05:11 - mmengine - INFO - Epoch(val) [15][4520/6282] eta: 0:01:19 time: 0.0450 data_time: 0.0026 memory: 2312 2022/08/31 12:05:12 - mmengine - INFO - Epoch(val) [15][4540/6282] eta: 0:01:14 time: 0.0427 data_time: 0.0028 memory: 2281 2022/08/31 12:05:13 - mmengine - INFO - Epoch(val) [15][4560/6282] eta: 0:01:15 time: 0.0441 data_time: 0.0024 memory: 2281 2022/08/31 12:05:14 - mmengine - INFO - Epoch(val) [15][4580/6282] eta: 0:01:16 time: 0.0452 data_time: 0.0020 memory: 2281 2022/08/31 12:05:15 - mmengine - INFO - Epoch(val) [15][4600/6282] eta: 0:01:11 time: 0.0425 data_time: 0.0031 memory: 2281 2022/08/31 12:05:16 - mmengine - INFO - Epoch(val) [15][4620/6282] eta: 0:01:11 time: 0.0427 data_time: 0.0020 memory: 2281 2022/08/31 12:05:16 - mmengine - INFO - Epoch(val) [15][4640/6282] eta: 0:01:12 time: 0.0443 data_time: 0.0025 memory: 2312 2022/08/31 12:05:17 - mmengine - INFO - Epoch(val) [15][4660/6282] eta: 0:01:09 time: 0.0428 data_time: 0.0023 memory: 2312 2022/08/31 12:05:19 - mmengine - INFO - Epoch(val) [15][4680/6282] eta: 0:01:58 time: 0.0738 data_time: 0.0070 memory: 2312 2022/08/31 12:05:20 - mmengine - INFO - Epoch(val) [15][4700/6282] eta: 0:01:05 time: 0.0414 data_time: 0.0023 memory: 2312 2022/08/31 12:05:21 - mmengine - INFO - Epoch(val) [15][4720/6282] eta: 0:01:08 time: 0.0437 data_time: 0.0028 memory: 2312 2022/08/31 12:05:21 - mmengine - INFO - Epoch(val) [15][4740/6282] eta: 0:01:08 time: 0.0444 data_time: 0.0031 memory: 2292 2022/08/31 12:05:22 - mmengine - INFO - Epoch(val) [15][4760/6282] eta: 0:01:10 time: 0.0461 data_time: 0.0034 memory: 2292 2022/08/31 12:05:23 - mmengine - INFO - Epoch(val) [15][4780/6282] eta: 0:00:58 time: 0.0388 data_time: 0.0022 memory: 2292 2022/08/31 12:05:24 - mmengine - INFO - Epoch(val) [15][4800/6282] eta: 0:00:58 time: 0.0397 data_time: 0.0021 memory: 2292 2022/08/31 12:05:25 - mmengine - INFO - Epoch(val) [15][4820/6282] eta: 0:00:57 time: 0.0393 data_time: 0.0020 memory: 2308 2022/08/31 12:05:26 - mmengine - INFO - Epoch(val) [15][4840/6282] eta: 0:00:57 time: 0.0399 data_time: 0.0022 memory: 2308 2022/08/31 12:05:26 - mmengine - INFO - Epoch(val) [15][4860/6282] eta: 0:00:55 time: 0.0391 data_time: 0.0027 memory: 2308 2022/08/31 12:05:27 - mmengine - INFO - Epoch(val) [15][4880/6282] eta: 0:01:01 time: 0.0440 data_time: 0.0021 memory: 2308 2022/08/31 12:05:28 - mmengine - INFO - Epoch(val) [15][4900/6282] eta: 0:01:07 time: 0.0487 data_time: 0.0035 memory: 2308 2022/08/31 12:05:29 - mmengine - INFO - Epoch(val) [15][4920/6282] eta: 0:00:52 time: 0.0386 data_time: 0.0019 memory: 2310 2022/08/31 12:05:30 - mmengine - INFO - Epoch(val) [15][4940/6282] eta: 0:01:00 time: 0.0448 data_time: 0.0024 memory: 2310 2022/08/31 12:05:31 - mmengine - INFO - Epoch(val) [15][4960/6282] eta: 0:01:04 time: 0.0491 data_time: 0.0022 memory: 2310 2022/08/31 12:05:32 - mmengine - INFO - Epoch(val) [15][4980/6282] eta: 0:00:58 time: 0.0451 data_time: 0.0023 memory: 2310 2022/08/31 12:05:33 - mmengine - INFO - Epoch(val) [15][5000/6282] eta: 0:00:55 time: 0.0433 data_time: 0.0026 memory: 2310 2022/08/31 12:05:34 - mmengine - INFO - Epoch(val) [15][5020/6282] eta: 0:00:55 time: 0.0440 data_time: 0.0027 memory: 2310 2022/08/31 12:05:34 - mmengine - INFO - Epoch(val) [15][5040/6282] eta: 0:00:48 time: 0.0392 data_time: 0.0020 memory: 2281 2022/08/31 12:05:35 - mmengine - INFO - Epoch(val) [15][5060/6282] eta: 0:00:57 time: 0.0474 data_time: 0.0026 memory: 2281 2022/08/31 12:05:36 - mmengine - INFO - Epoch(val) [15][5080/6282] eta: 0:00:56 time: 0.0469 data_time: 0.0023 memory: 2281 2022/08/31 12:05:37 - mmengine - INFO - Epoch(val) [15][5100/6282] eta: 0:00:48 time: 0.0411 data_time: 0.0021 memory: 2281 2022/08/31 12:05:39 - mmengine - INFO - Epoch(val) [15][5120/6282] eta: 0:01:26 time: 0.0745 data_time: 0.0033 memory: 2281 2022/08/31 12:05:39 - mmengine - INFO - Epoch(val) [15][5140/6282] eta: 0:00:43 time: 0.0383 data_time: 0.0028 memory: 2279 2022/08/31 12:05:40 - mmengine - INFO - Epoch(val) [15][5160/6282] eta: 0:00:49 time: 0.0439 data_time: 0.0021 memory: 2279 2022/08/31 12:05:41 - mmengine - INFO - Epoch(val) [15][5180/6282] eta: 0:00:47 time: 0.0432 data_time: 0.0017 memory: 2279 2022/08/31 12:05:42 - mmengine - INFO - Epoch(val) [15][5200/6282] eta: 0:00:45 time: 0.0423 data_time: 0.0023 memory: 2279 2022/08/31 12:05:43 - mmengine - INFO - Epoch(val) [15][5220/6282] eta: 0:00:44 time: 0.0422 data_time: 0.0035 memory: 2279 2022/08/31 12:05:44 - mmengine - INFO - Epoch(val) [15][5240/6282] eta: 0:00:54 time: 0.0526 data_time: 0.0029 memory: 2282 2022/08/31 12:05:45 - mmengine - INFO - Epoch(val) [15][5260/6282] eta: 0:00:45 time: 0.0445 data_time: 0.0017 memory: 2279 2022/08/31 12:05:46 - mmengine - INFO - Epoch(val) [15][5280/6282] eta: 0:00:53 time: 0.0533 data_time: 0.0033 memory: 2279 2022/08/31 12:05:47 - mmengine - INFO - Epoch(val) [15][5300/6282] eta: 0:00:47 time: 0.0487 data_time: 0.0025 memory: 2279 2022/08/31 12:05:48 - mmengine - INFO - Epoch(val) [15][5320/6282] eta: 0:00:49 time: 0.0515 data_time: 0.0037 memory: 2279 2022/08/31 12:05:49 - mmengine - INFO - Epoch(val) [15][5340/6282] eta: 0:00:40 time: 0.0431 data_time: 0.0021 memory: 2279 2022/08/31 12:05:50 - mmengine - INFO - Epoch(val) [15][5360/6282] eta: 0:00:35 time: 0.0381 data_time: 0.0023 memory: 2279 2022/08/31 12:05:51 - mmengine - INFO - Epoch(val) [15][5380/6282] eta: 0:00:43 time: 0.0483 data_time: 0.0021 memory: 2279 2022/08/31 12:05:51 - mmengine - INFO - Epoch(val) [15][5400/6282] eta: 0:00:36 time: 0.0414 data_time: 0.0020 memory: 2279 2022/08/31 12:05:52 - mmengine - INFO - Epoch(val) [15][5420/6282] eta: 0:00:36 time: 0.0426 data_time: 0.0024 memory: 2279 2022/08/31 12:05:53 - mmengine - INFO - Epoch(val) [15][5440/6282] eta: 0:00:33 time: 0.0398 data_time: 0.0023 memory: 2279 2022/08/31 12:05:54 - mmengine - INFO - Epoch(val) [15][5460/6282] eta: 0:00:32 time: 0.0397 data_time: 0.0029 memory: 2279 2022/08/31 12:05:55 - mmengine - INFO - Epoch(val) [15][5480/6282] eta: 0:00:32 time: 0.0400 data_time: 0.0024 memory: 2279 2022/08/31 12:05:56 - mmengine - INFO - Epoch(val) [15][5500/6282] eta: 0:00:33 time: 0.0426 data_time: 0.0027 memory: 2279 2022/08/31 12:05:57 - mmengine - INFO - Epoch(val) [15][5520/6282] eta: 0:00:36 time: 0.0478 data_time: 0.0026 memory: 2289 2022/08/31 12:05:57 - mmengine - INFO - Epoch(val) [15][5540/6282] eta: 0:00:35 time: 0.0480 data_time: 0.0025 memory: 2289 2022/08/31 12:05:59 - mmengine - INFO - Epoch(val) [15][5560/6282] eta: 0:00:49 time: 0.0692 data_time: 0.0034 memory: 2289 2022/08/31 12:06:00 - mmengine - INFO - Epoch(val) [15][5580/6282] eta: 0:00:28 time: 0.0410 data_time: 0.0021 memory: 2289 2022/08/31 12:06:01 - mmengine - INFO - Epoch(val) [15][5600/6282] eta: 0:00:29 time: 0.0437 data_time: 0.0032 memory: 2289 2022/08/31 12:06:01 - mmengine - INFO - Epoch(val) [15][5620/6282] eta: 0:00:26 time: 0.0406 data_time: 0.0018 memory: 2289 2022/08/31 12:06:02 - mmengine - INFO - Epoch(val) [15][5640/6282] eta: 0:00:25 time: 0.0404 data_time: 0.0026 memory: 2279 2022/08/31 12:06:03 - mmengine - INFO - Epoch(val) [15][5660/6282] eta: 0:00:25 time: 0.0404 data_time: 0.0020 memory: 2279 2022/08/31 12:06:04 - mmengine - INFO - Epoch(val) [15][5680/6282] eta: 0:00:27 time: 0.0452 data_time: 0.0041 memory: 2279 2022/08/31 12:06:05 - mmengine - INFO - Epoch(val) [15][5700/6282] eta: 0:00:21 time: 0.0369 data_time: 0.0023 memory: 2279 2022/08/31 12:06:06 - mmengine - INFO - Epoch(val) [15][5720/6282] eta: 0:00:24 time: 0.0444 data_time: 0.0029 memory: 2296 2022/08/31 12:06:06 - mmengine - INFO - Epoch(val) [15][5740/6282] eta: 0:00:23 time: 0.0432 data_time: 0.0045 memory: 2296 2022/08/31 12:06:07 - mmengine - INFO - Epoch(val) [15][5760/6282] eta: 0:00:23 time: 0.0457 data_time: 0.0019 memory: 2296 2022/08/31 12:06:09 - mmengine - INFO - Epoch(val) [15][5780/6282] eta: 0:00:32 time: 0.0639 data_time: 0.0045 memory: 2296 2022/08/31 12:06:10 - mmengine - INFO - Epoch(val) [15][5800/6282] eta: 0:00:20 time: 0.0431 data_time: 0.0023 memory: 2296 2022/08/31 12:06:11 - mmengine - INFO - Epoch(val) [15][5820/6282] eta: 0:00:21 time: 0.0467 data_time: 0.0024 memory: 2296 2022/08/31 12:06:11 - mmengine - INFO - Epoch(val) [15][5840/6282] eta: 0:00:19 time: 0.0447 data_time: 0.0020 memory: 2289 2022/08/31 12:06:12 - mmengine - INFO - Epoch(val) [15][5860/6282] eta: 0:00:18 time: 0.0444 data_time: 0.0020 memory: 2289 2022/08/31 12:06:13 - mmengine - INFO - Epoch(val) [15][5880/6282] eta: 0:00:16 time: 0.0410 data_time: 0.0019 memory: 2289 2022/08/31 12:06:14 - mmengine - INFO - Epoch(val) [15][5900/6282] eta: 0:00:16 time: 0.0425 data_time: 0.0022 memory: 2289 2022/08/31 12:06:15 - mmengine - INFO - Epoch(val) [15][5920/6282] eta: 0:00:15 time: 0.0429 data_time: 0.0031 memory: 2289 2022/08/31 12:06:16 - mmengine - INFO - Epoch(val) [15][5940/6282] eta: 0:00:12 time: 0.0375 data_time: 0.0024 memory: 2279 2022/08/31 12:06:16 - mmengine - INFO - Epoch(val) [15][5960/6282] eta: 0:00:11 time: 0.0358 data_time: 0.0016 memory: 2279 2022/08/31 12:06:17 - mmengine - INFO - Epoch(val) [15][5980/6282] eta: 0:00:10 time: 0.0331 data_time: 0.0021 memory: 2279 2022/08/31 12:06:18 - mmengine - INFO - Epoch(val) [15][6000/6282] eta: 0:00:18 time: 0.0651 data_time: 0.0022 memory: 2308 2022/08/31 12:06:19 - mmengine - INFO - Epoch(val) [15][6020/6282] eta: 0:00:10 time: 0.0391 data_time: 0.0020 memory: 2308 2022/08/31 12:06:20 - mmengine - INFO - Epoch(val) [15][6040/6282] eta: 0:00:10 time: 0.0418 data_time: 0.0019 memory: 2308 2022/08/31 12:06:21 - mmengine - INFO - Epoch(val) [15][6060/6282] eta: 0:00:09 time: 0.0445 data_time: 0.0026 memory: 2308 2022/08/31 12:06:22 - mmengine - INFO - Epoch(val) [15][6080/6282] eta: 0:00:08 time: 0.0416 data_time: 0.0021 memory: 2308 2022/08/31 12:06:23 - mmengine - INFO - Epoch(val) [15][6100/6282] eta: 0:00:08 time: 0.0451 data_time: 0.0025 memory: 2308 2022/08/31 12:06:24 - mmengine - INFO - Epoch(val) [15][6120/6282] eta: 0:00:07 time: 0.0481 data_time: 0.0023 memory: 2308 2022/08/31 12:06:24 - mmengine - INFO - Epoch(val) [15][6140/6282] eta: 0:00:05 time: 0.0415 data_time: 0.0015 memory: 2308 2022/08/31 12:06:25 - mmengine - INFO - Epoch(val) [15][6160/6282] eta: 0:00:04 time: 0.0383 data_time: 0.0013 memory: 2308 2022/08/31 12:06:26 - mmengine - INFO - Epoch(val) [15][6180/6282] eta: 0:00:03 time: 0.0301 data_time: 0.0013 memory: 2308 2022/08/31 12:06:26 - mmengine - INFO - Epoch(val) [15][6200/6282] eta: 0:00:02 time: 0.0272 data_time: 0.0012 memory: 2308 2022/08/31 12:06:27 - mmengine - INFO - Epoch(val) [15][6220/6282] eta: 0:00:01 time: 0.0282 data_time: 0.0012 memory: 2308 2022/08/31 12:06:27 - mmengine - INFO - Epoch(val) [15][6240/6282] eta: 0:00:01 time: 0.0275 data_time: 0.0012 memory: 2308 2022/08/31 12:06:28 - mmengine - INFO - Epoch(val) [15][6260/6282] eta: 0:00:00 time: 0.0332 data_time: 0.0024 memory: 2308 2022/08/31 12:06:29 - mmengine - INFO - Epoch(val) [15][6280/6282] eta: 0:00:00 time: 0.0347 data_time: 0.0015 memory: 2308 2022/08/31 12:12:00 - mmengine - INFO - Epoch(val) [15][6282/6282] mAP/mAP@0.5IOU: 0.2410 2022/08/31 12:12:00 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_15.pth is removed 2022/08/31 12:12:04 - mmengine - INFO - The best checkpoint with 0.2410 mAP/mAP@0.5IOU at 16 epoch is saved to best_mAP/mAP@0.5IOU_epoch_16.pth. 2022/08/31 12:12:14 - mmengine - INFO - Epoch(train) [16][20/1921] lr: 1.5000e-03 eta: 1:22:57 time: 0.5164 data_time: 0.0343 memory: 8568 grad_norm: 0.0992 recall@thr=0.5: 0.7206 prec@thr=0.5: 0.7892 recall@top3: 0.8627 prec@top3: 0.6471 recall@top5: 0.9461 prec@top5: 0.4235 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 12:12:25 - mmengine - INFO - Epoch(train) [16][40/1921] lr: 1.5000e-03 eta: 1:22:46 time: 0.5469 data_time: 0.0221 memory: 8577 grad_norm: 0.0931 recall@thr=0.5: 0.7837 prec@thr=0.5: 0.7504 recall@top3: 0.8790 prec@top3: 0.6587 recall@top5: 0.9802 prec@top5: 0.4524 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 12:12:35 - mmengine - INFO - Epoch(train) [16][60/1921] lr: 1.5000e-03 eta: 1:22:36 time: 0.4981 data_time: 0.0230 memory: 8552 grad_norm: 0.0937 recall@thr=0.5: 0.7126 prec@thr=0.5: 0.8391 recall@top3: 0.8391 prec@top3: 0.7471 recall@top5: 0.9282 prec@top5: 0.5103 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 12:12:47 - mmengine - INFO - Epoch(train) [16][80/1921] lr: 1.5000e-03 eta: 1:22:26 time: 0.5637 data_time: 0.0271 memory: 8517 grad_norm: 0.0953 recall@thr=0.5: 0.8250 prec@thr=0.5: 0.8594 recall@top3: 0.8214 prec@top3: 0.7187 recall@top5: 0.9458 prec@top5: 0.5125 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 12:12:57 - mmengine - INFO - Epoch(train) [16][100/1921] lr: 1.5000e-03 eta: 1:22:15 time: 0.5186 data_time: 0.0195 memory: 8654 grad_norm: 0.0955 recall@thr=0.5: 0.8043 prec@thr=0.5: 0.8453 recall@top3: 0.8585 prec@top3: 0.6744 recall@top5: 0.9690 prec@top5: 0.4605 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 12:13:08 - mmengine - INFO - Epoch(train) [16][120/1921] lr: 1.5000e-03 eta: 1:22:05 time: 0.5319 data_time: 0.0260 memory: 8552 grad_norm: 0.0925 recall@thr=0.5: 0.7241 prec@thr=0.5: 0.7639 recall@top3: 0.8880 prec@top3: 0.5463 recall@top5: 0.9231 prec@top5: 0.3556 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 12:13:18 - mmengine - INFO - Epoch(train) [16][140/1921] lr: 1.5000e-03 eta: 1:21:55 time: 0.5148 data_time: 0.0219 memory: 8552 grad_norm: 0.0980 recall@thr=0.5: 0.7849 prec@thr=0.5: 0.8172 recall@top3: 0.8387 prec@top3: 0.7419 recall@top5: 0.9758 prec@top5: 0.5290 loss_action_cls: 0.0308 loss: 0.0308 2022/08/31 12:13:29 - mmengine - INFO - Epoch(train) [16][160/1921] lr: 1.5000e-03 eta: 1:21:45 time: 0.5639 data_time: 0.0223 memory: 8552 grad_norm: 0.0917 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8411 recall@top3: 0.8177 prec@top3: 0.7187 recall@top5: 0.9609 prec@top5: 0.5250 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 12:13:40 - mmengine - INFO - Epoch(train) [16][180/1921] lr: 1.5000e-03 eta: 1:21:34 time: 0.5259 data_time: 0.0200 memory: 8534 grad_norm: 0.0954 recall@thr=0.5: 0.8009 prec@thr=0.5: 0.9028 recall@top3: 0.8981 prec@top3: 0.8148 recall@top5: 0.9653 prec@top5: 0.5278 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 12:13:42 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 12:13:50 - mmengine - INFO - Epoch(train) [16][200/1921] lr: 1.5000e-03 eta: 1:21:24 time: 0.4970 data_time: 0.0158 memory: 8542 grad_norm: 0.0944 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.7548 recall@top3: 0.8119 prec@top3: 0.6952 recall@top5: 0.9238 prec@top5: 0.4971 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 12:14:00 - mmengine - INFO - Epoch(train) [16][220/1921] lr: 1.5000e-03 eta: 1:21:13 time: 0.5297 data_time: 0.0163 memory: 8517 grad_norm: 0.0956 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.9091 recall@top3: 0.8606 prec@top3: 0.7879 recall@top5: 0.9716 prec@top5: 0.5455 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 12:14:10 - mmengine - INFO - Epoch(train) [16][240/1921] lr: 1.5000e-03 eta: 1:21:03 time: 0.5047 data_time: 0.0176 memory: 8568 grad_norm: 0.0956 recall@thr=0.5: 0.7583 prec@thr=0.5: 0.8368 recall@top3: 0.8746 prec@top3: 0.7895 recall@top5: 0.9763 prec@top5: 0.5474 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 12:14:20 - mmengine - INFO - Epoch(train) [16][260/1921] lr: 1.5000e-03 eta: 1:20:52 time: 0.5060 data_time: 0.0179 memory: 8500 grad_norm: 0.0947 recall@thr=0.5: 0.7648 prec@thr=0.5: 0.8926 recall@top3: 0.8136 prec@top3: 0.6667 recall@top5: 0.8772 prec@top5: 0.4519 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 12:14:31 - mmengine - INFO - Epoch(train) [16][280/1921] lr: 1.5000e-03 eta: 1:20:42 time: 0.5118 data_time: 0.0178 memory: 8594 grad_norm: 0.0988 recall@thr=0.5: 0.8161 prec@thr=0.5: 0.8362 recall@top3: 0.8793 prec@top3: 0.6667 recall@top5: 0.9569 prec@top5: 0.4483 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 12:14:41 - mmengine - INFO - Epoch(train) [16][300/1921] lr: 1.5000e-03 eta: 1:20:32 time: 0.5209 data_time: 0.0172 memory: 8500 grad_norm: 0.0964 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8419 recall@top3: 0.9274 prec@top3: 0.7179 recall@top5: 0.9850 prec@top5: 0.4667 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 12:14:52 - mmengine - INFO - Epoch(train) [16][320/1921] lr: 1.5000e-03 eta: 1:20:21 time: 0.5251 data_time: 0.0185 memory: 8671 grad_norm: 0.0973 recall@thr=0.5: 0.8191 prec@thr=0.5: 0.8775 recall@top3: 0.8819 prec@top3: 0.8137 recall@top5: 0.9902 prec@top5: 0.5765 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 12:15:03 - mmengine - INFO - Epoch(train) [16][340/1921] lr: 1.5000e-03 eta: 1:20:11 time: 0.5491 data_time: 0.0181 memory: 8568 grad_norm: 0.0950 recall@thr=0.5: 0.8925 prec@thr=0.5: 0.9398 recall@top3: 0.9624 prec@top3: 0.8065 recall@top5: 0.9785 prec@top5: 0.4968 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 12:15:12 - mmengine - INFO - Epoch(train) [16][360/1921] lr: 1.5000e-03 eta: 1:20:01 time: 0.4958 data_time: 0.0182 memory: 8585 grad_norm: 0.0960 recall@thr=0.5: 0.8417 prec@thr=0.5: 0.8922 recall@top3: 0.8613 prec@top3: 0.7745 recall@top5: 0.9779 prec@top5: 0.5412 loss_action_cls: 0.0354 loss: 0.0354 2022/08/31 12:15:23 - mmengine - INFO - Epoch(train) [16][380/1921] lr: 1.5000e-03 eta: 1:19:50 time: 0.5118 data_time: 0.0179 memory: 8552 grad_norm: 0.0976 recall@thr=0.5: 0.6312 prec@thr=0.5: 0.6989 recall@top3: 0.6995 prec@top3: 0.6237 recall@top5: 0.7984 prec@top5: 0.4387 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 12:15:33 - mmengine - INFO - Epoch(train) [16][400/1921] lr: 1.5000e-03 eta: 1:19:40 time: 0.4888 data_time: 0.0192 memory: 8474 grad_norm: 0.1000 recall@thr=0.5: 0.8194 prec@thr=0.5: 0.8583 recall@top3: 0.9120 prec@top3: 0.7130 recall@top5: 1.0000 prec@top5: 0.4833 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 12:15:44 - mmengine - INFO - Epoch(train) [16][420/1921] lr: 1.5000e-03 eta: 1:19:29 time: 0.5619 data_time: 0.0190 memory: 8552 grad_norm: 0.0961 recall@thr=0.5: 0.7839 prec@thr=0.5: 0.8161 recall@top3: 0.8207 prec@top3: 0.7011 recall@top5: 0.9471 prec@top5: 0.5172 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 12:15:54 - mmengine - INFO - Epoch(train) [16][440/1921] lr: 1.5000e-03 eta: 1:19:19 time: 0.4976 data_time: 0.0209 memory: 8482 grad_norm: 0.0937 recall@thr=0.5: 0.7446 prec@thr=0.5: 0.8871 recall@top3: 0.8737 prec@top3: 0.7312 recall@top5: 0.9220 prec@top5: 0.4645 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 12:16:04 - mmengine - INFO - Epoch(train) [16][460/1921] lr: 1.5000e-03 eta: 1:19:08 time: 0.5178 data_time: 0.0194 memory: 8645 grad_norm: 0.0934 recall@thr=0.5: 0.7853 prec@thr=0.5: 0.7756 recall@top3: 0.8438 prec@top3: 0.6434 recall@top5: 0.9450 prec@top5: 0.4512 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 12:16:14 - mmengine - INFO - Epoch(train) [16][480/1921] lr: 1.5000e-03 eta: 1:18:58 time: 0.5042 data_time: 0.0201 memory: 8517 grad_norm: 0.0962 recall@thr=0.5: 0.6132 prec@thr=0.5: 0.7799 recall@top3: 0.7735 prec@top3: 0.6068 recall@top5: 0.9103 prec@top5: 0.4462 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 12:16:25 - mmengine - INFO - Epoch(train) [16][500/1921] lr: 1.5000e-03 eta: 1:18:48 time: 0.5601 data_time: 0.0220 memory: 8629 grad_norm: 0.0951 recall@thr=0.5: 0.7439 prec@thr=0.5: 0.7417 recall@top3: 0.7872 prec@top3: 0.6889 recall@top5: 0.8878 prec@top5: 0.4867 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 12:16:35 - mmengine - INFO - Epoch(train) [16][520/1921] lr: 1.5000e-03 eta: 1:18:37 time: 0.4946 data_time: 0.0227 memory: 8559 grad_norm: 0.0956 recall@thr=0.5: 0.8089 prec@thr=0.5: 0.8789 recall@top3: 0.8467 prec@top3: 0.7407 recall@top5: 0.9956 prec@top5: 0.5378 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 12:16:46 - mmengine - INFO - Epoch(train) [16][540/1921] lr: 1.5000e-03 eta: 1:18:27 time: 0.5313 data_time: 0.0209 memory: 8602 grad_norm: 0.0954 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7786 recall@top3: 0.8281 prec@top3: 0.6771 recall@top5: 1.0000 prec@top5: 0.5125 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 12:16:56 - mmengine - INFO - Epoch(train) [16][560/1921] lr: 1.5000e-03 eta: 1:18:16 time: 0.4958 data_time: 0.0201 memory: 8602 grad_norm: 0.0955 recall@thr=0.5: 0.5110 prec@thr=0.5: 0.7259 recall@top3: 0.6798 prec@top3: 0.5877 recall@top5: 0.9167 prec@top5: 0.4421 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 12:17:06 - mmengine - INFO - Epoch(train) [16][580/1921] lr: 1.5000e-03 eta: 1:18:06 time: 0.5218 data_time: 0.0200 memory: 8500 grad_norm: 0.0942 recall@thr=0.5: 0.9615 prec@thr=0.5: 0.8782 recall@top3: 0.9167 prec@top3: 0.7436 recall@top5: 0.9808 prec@top5: 0.4923 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 12:17:16 - mmengine - INFO - Epoch(train) [16][600/1921] lr: 1.5000e-03 eta: 1:17:56 time: 0.4882 data_time: 0.0205 memory: 8526 grad_norm: 0.0995 recall@thr=0.5: 0.5771 prec@thr=0.5: 0.6542 recall@top3: 0.6687 prec@top3: 0.5000 recall@top5: 0.8646 prec@top5: 0.3900 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 12:17:26 - mmengine - INFO - Epoch(train) [16][620/1921] lr: 1.5000e-03 eta: 1:17:45 time: 0.5205 data_time: 0.0166 memory: 8500 grad_norm: 0.0929 recall@thr=0.5: 0.7172 prec@thr=0.5: 0.8157 recall@top3: 0.8232 prec@top3: 0.6465 recall@top5: 0.9773 prec@top5: 0.4727 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 12:17:36 - mmengine - INFO - Epoch(train) [16][640/1921] lr: 1.5000e-03 eta: 1:17:35 time: 0.4906 data_time: 0.0221 memory: 8559 grad_norm: 0.0963 recall@thr=0.5: 0.7256 prec@thr=0.5: 0.7939 recall@top3: 0.8496 prec@top3: 0.6341 recall@top5: 0.9593 prec@top5: 0.4488 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 12:17:47 - mmengine - INFO - Epoch(train) [16][660/1921] lr: 1.5000e-03 eta: 1:17:24 time: 0.5274 data_time: 0.0182 memory: 8637 grad_norm: 0.0956 recall@thr=0.5: 0.7384 prec@thr=0.5: 0.7185 recall@top3: 0.8356 prec@top3: 0.6852 recall@top5: 0.9444 prec@top5: 0.4778 loss_action_cls: 0.0301 loss: 0.0301 2022/08/31 12:17:57 - mmengine - INFO - Epoch(train) [16][680/1921] lr: 1.5000e-03 eta: 1:17:14 time: 0.5004 data_time: 0.0196 memory: 8526 grad_norm: 0.0996 recall@thr=0.5: 0.6898 prec@thr=0.5: 0.8473 recall@top3: 0.7745 prec@top3: 0.7143 recall@top5: 0.9490 prec@top5: 0.5306 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 12:18:07 - mmengine - INFO - Epoch(train) [16][700/1921] lr: 1.5000e-03 eta: 1:17:03 time: 0.5258 data_time: 0.0202 memory: 8508 grad_norm: 0.0933 recall@thr=0.5: 0.6855 prec@thr=0.5: 0.8468 recall@top3: 0.7849 prec@top3: 0.6667 recall@top5: 0.9301 prec@top5: 0.4903 loss_action_cls: 0.0364 loss: 0.0364 2022/08/31 12:18:18 - mmengine - INFO - Epoch(train) [16][720/1921] lr: 1.5000e-03 eta: 1:16:53 time: 0.5137 data_time: 0.0203 memory: 8526 grad_norm: 0.0953 recall@thr=0.5: 0.7342 prec@thr=0.5: 0.8446 recall@top3: 0.8559 prec@top3: 0.7117 recall@top5: 0.9279 prec@top5: 0.4649 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 12:18:28 - mmengine - INFO - Epoch(train) [16][740/1921] lr: 1.5000e-03 eta: 1:16:43 time: 0.5357 data_time: 0.0227 memory: 8552 grad_norm: 0.0950 recall@thr=0.5: 0.6230 prec@thr=0.5: 0.7819 recall@top3: 0.7260 prec@top3: 0.6765 recall@top5: 0.8520 prec@top5: 0.5000 loss_action_cls: 0.0297 loss: 0.0297 2022/08/31 12:18:38 - mmengine - INFO - Epoch(train) [16][760/1921] lr: 1.5000e-03 eta: 1:16:32 time: 0.4849 data_time: 0.0211 memory: 8637 grad_norm: 0.0954 recall@thr=0.5: 0.6855 prec@thr=0.5: 0.7446 recall@top3: 0.7608 prec@top3: 0.7204 recall@top5: 0.9543 prec@top5: 0.5484 loss_action_cls: 0.0299 loss: 0.0299 2022/08/31 12:18:48 - mmengine - INFO - Epoch(train) [16][780/1921] lr: 1.5000e-03 eta: 1:16:22 time: 0.5249 data_time: 0.0202 memory: 8474 grad_norm: 0.0957 recall@thr=0.5: 0.6157 prec@thr=0.5: 0.7454 recall@top3: 0.7935 prec@top3: 0.6944 recall@top5: 0.8986 prec@top5: 0.4778 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:18:58 - mmengine - INFO - Epoch(train) [16][800/1921] lr: 1.5000e-03 eta: 1:16:11 time: 0.4998 data_time: 0.0205 memory: 8534 grad_norm: 0.0984 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7353 recall@top3: 0.8137 prec@top3: 0.5980 recall@top5: 0.9436 prec@top5: 0.4118 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 12:19:09 - mmengine - INFO - Epoch(train) [16][820/1921] lr: 1.5000e-03 eta: 1:16:01 time: 0.5253 data_time: 0.0185 memory: 8585 grad_norm: 0.0987 recall@thr=0.5: 0.8138 prec@thr=0.5: 0.8908 recall@top3: 0.8540 prec@top3: 0.7241 recall@top5: 0.9701 prec@top5: 0.5172 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 12:19:20 - mmengine - INFO - Epoch(train) [16][840/1921] lr: 1.5000e-03 eta: 1:15:51 time: 0.5269 data_time: 0.0192 memory: 8594 grad_norm: 0.0948 recall@thr=0.5: 0.7352 prec@thr=0.5: 0.7595 recall@top3: 0.7733 prec@top3: 0.6857 recall@top5: 0.9562 prec@top5: 0.5086 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 12:19:30 - mmengine - INFO - Epoch(train) [16][860/1921] lr: 1.5000e-03 eta: 1:15:40 time: 0.5039 data_time: 0.0184 memory: 8602 grad_norm: 0.0966 recall@thr=0.5: 0.7949 prec@thr=0.5: 0.8173 recall@top3: 0.8590 prec@top3: 0.7179 recall@top5: 0.9487 prec@top5: 0.4846 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 12:19:40 - mmengine - INFO - Epoch(train) [16][880/1921] lr: 1.5000e-03 eta: 1:15:30 time: 0.5014 data_time: 0.0249 memory: 8517 grad_norm: 0.0956 recall@thr=0.5: 0.7599 prec@thr=0.5: 0.7604 recall@top3: 0.8057 prec@top3: 0.6042 recall@top5: 0.9469 prec@top5: 0.4500 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:19:50 - mmengine - INFO - Epoch(train) [16][900/1921] lr: 1.5000e-03 eta: 1:15:19 time: 0.5401 data_time: 0.0186 memory: 8526 grad_norm: 0.0955 recall@thr=0.5: 0.6352 prec@thr=0.5: 0.6440 recall@top3: 0.6444 prec@top3: 0.6204 recall@top5: 0.8426 prec@top5: 0.4889 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 12:20:01 - mmengine - INFO - Epoch(train) [16][920/1921] lr: 1.5000e-03 eta: 1:15:09 time: 0.5280 data_time: 0.0247 memory: 8568 grad_norm: 0.0935 recall@thr=0.5: 0.7457 prec@thr=0.5: 0.7543 recall@top3: 0.8333 prec@top3: 0.6496 recall@top5: 0.9231 prec@top5: 0.4359 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 12:20:11 - mmengine - INFO - Epoch(train) [16][940/1921] lr: 1.5000e-03 eta: 1:14:58 time: 0.4907 data_time: 0.0237 memory: 8542 grad_norm: 0.0991 recall@thr=0.5: 0.7456 prec@thr=0.5: 0.7588 recall@top3: 0.8947 prec@top3: 0.7018 recall@top5: 0.9868 prec@top5: 0.4789 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:20:22 - mmengine - INFO - Epoch(train) [16][960/1921] lr: 1.5000e-03 eta: 1:14:48 time: 0.5331 data_time: 0.0226 memory: 8568 grad_norm: 0.0960 recall@thr=0.5: 0.7554 prec@thr=0.5: 0.8091 recall@top3: 0.8011 prec@top3: 0.7097 recall@top5: 0.9220 prec@top5: 0.5097 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 12:20:31 - mmengine - INFO - Epoch(train) [16][980/1921] lr: 1.5000e-03 eta: 1:14:38 time: 0.4991 data_time: 0.0165 memory: 8534 grad_norm: 0.0948 recall@thr=0.5: 0.8768 prec@thr=0.5: 0.9130 recall@top3: 0.9130 prec@top3: 0.6667 recall@top5: 0.9674 prec@top5: 0.4348 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 12:20:42 - mmengine - INFO - Epoch(train) [16][1000/1921] lr: 1.5000e-03 eta: 1:14:27 time: 0.5236 data_time: 0.0185 memory: 8585 grad_norm: 0.0966 recall@thr=0.5: 0.7956 prec@thr=0.5: 0.7861 recall@top3: 0.8150 prec@top3: 0.6000 recall@top5: 0.9533 prec@top5: 0.4467 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 12:20:52 - mmengine - INFO - Epoch(train) [16][1020/1921] lr: 1.5000e-03 eta: 1:14:17 time: 0.4927 data_time: 0.0180 memory: 8612 grad_norm: 0.0976 recall@thr=0.5: 0.7389 prec@thr=0.5: 0.8394 recall@top3: 0.8056 prec@top3: 0.6667 recall@top5: 0.9167 prec@top5: 0.4667 loss_action_cls: 0.0292 loss: 0.0292 2022/08/31 12:21:02 - mmengine - INFO - Epoch(train) [16][1040/1921] lr: 1.5000e-03 eta: 1:14:06 time: 0.5269 data_time: 0.0204 memory: 8552 grad_norm: 0.0975 recall@thr=0.5: 0.6397 prec@thr=0.5: 0.7010 recall@top3: 0.7706 prec@top3: 0.6176 recall@top5: 0.8696 prec@top5: 0.4294 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 12:21:13 - mmengine - INFO - Epoch(train) [16][1060/1921] lr: 1.5000e-03 eta: 1:13:56 time: 0.5243 data_time: 0.0164 memory: 8612 grad_norm: 0.0932 recall@thr=0.5: 0.8090 prec@thr=0.5: 0.9080 recall@top3: 0.8715 prec@top3: 0.8264 recall@top5: 0.9618 prec@top5: 0.5542 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 12:21:23 - mmengine - INFO - Epoch(train) [16][1080/1921] lr: 1.5000e-03 eta: 1:13:46 time: 0.5318 data_time: 0.0216 memory: 8559 grad_norm: 0.0966 recall@thr=0.5: 0.7958 prec@thr=0.5: 0.9000 recall@top3: 0.8458 prec@top3: 0.7000 recall@top5: 1.0000 prec@top5: 0.5200 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 12:21:34 - mmengine - INFO - Epoch(train) [16][1100/1921] lr: 1.5000e-03 eta: 1:13:35 time: 0.5045 data_time: 0.0152 memory: 8526 grad_norm: 0.0953 recall@thr=0.5: 0.6863 prec@thr=0.5: 0.7672 recall@top3: 0.8206 prec@top3: 0.6569 recall@top5: 0.9451 prec@top5: 0.4588 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 12:21:45 - mmengine - INFO - Epoch(train) [16][1120/1921] lr: 1.5000e-03 eta: 1:13:25 time: 0.5587 data_time: 0.0222 memory: 8620 grad_norm: 0.0993 recall@thr=0.5: 0.7146 prec@thr=0.5: 0.8083 recall@top3: 0.7660 prec@top3: 0.7153 recall@top5: 0.9483 prec@top5: 0.5542 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:21:55 - mmengine - INFO - Epoch(train) [16][1140/1921] lr: 1.5000e-03 eta: 1:13:15 time: 0.5300 data_time: 0.0177 memory: 8594 grad_norm: 0.0982 recall@thr=0.5: 0.7848 prec@thr=0.5: 0.8283 recall@top3: 0.8343 prec@top3: 0.7273 recall@top5: 0.9434 prec@top5: 0.5152 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:22:05 - mmengine - INFO - Epoch(train) [16][1160/1921] lr: 1.5000e-03 eta: 1:13:04 time: 0.4950 data_time: 0.0224 memory: 8629 grad_norm: 0.1013 recall@thr=0.5: 0.7865 prec@thr=0.5: 0.8854 recall@top3: 0.8802 prec@top3: 0.6458 recall@top5: 0.9844 prec@top5: 0.4312 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 12:22:16 - mmengine - INFO - Epoch(train) [16][1180/1921] lr: 1.5000e-03 eta: 1:12:54 time: 0.5266 data_time: 0.0145 memory: 8602 grad_norm: 0.0994 recall@thr=0.5: 0.7646 prec@thr=0.5: 0.8384 recall@top3: 0.8409 prec@top3: 0.7172 recall@top5: 0.9455 prec@top5: 0.5030 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 12:22:18 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 12:22:26 - mmengine - INFO - Epoch(train) [16][1200/1921] lr: 1.5000e-03 eta: 1:12:43 time: 0.4986 data_time: 0.0203 memory: 8526 grad_norm: 0.0952 recall@thr=0.5: 0.8372 prec@thr=0.5: 0.8568 recall@top3: 0.8410 prec@top3: 0.7350 recall@top5: 0.9833 prec@top5: 0.5538 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 12:22:36 - mmengine - INFO - Epoch(train) [16][1220/1921] lr: 1.5000e-03 eta: 1:12:33 time: 0.5154 data_time: 0.0134 memory: 8465 grad_norm: 0.0981 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.7963 recall@top3: 0.8037 prec@top3: 0.6667 recall@top5: 0.9213 prec@top5: 0.4611 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:22:46 - mmengine - INFO - Epoch(train) [16][1240/1921] lr: 1.5000e-03 eta: 1:12:23 time: 0.5099 data_time: 0.0200 memory: 8482 grad_norm: 0.0958 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.8333 recall@top3: 0.8000 prec@top3: 0.8111 recall@top5: 0.9889 prec@top5: 0.6133 loss_action_cls: 0.0290 loss: 0.0290 2022/08/31 12:22:57 - mmengine - INFO - Epoch(train) [16][1260/1921] lr: 1.5000e-03 eta: 1:12:12 time: 0.5381 data_time: 0.0235 memory: 8500 grad_norm: 0.0991 recall@thr=0.5: 0.7770 prec@thr=0.5: 0.8221 recall@top3: 0.8423 prec@top3: 0.6847 recall@top5: 0.9369 prec@top5: 0.4757 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 12:23:07 - mmengine - INFO - Epoch(train) [16][1280/1921] lr: 1.5000e-03 eta: 1:12:02 time: 0.5148 data_time: 0.0203 memory: 8465 grad_norm: 0.1010 recall@thr=0.5: 0.6153 prec@thr=0.5: 0.6802 recall@top3: 0.6739 prec@top3: 0.6396 recall@top5: 0.8545 prec@top5: 0.5027 loss_action_cls: 0.0363 loss: 0.0363 2022/08/31 12:23:18 - mmengine - INFO - Epoch(train) [16][1300/1921] lr: 1.5000e-03 eta: 1:11:52 time: 0.5480 data_time: 0.0181 memory: 8602 grad_norm: 0.0910 recall@thr=0.5: 0.7623 prec@thr=0.5: 0.7672 recall@top3: 0.7892 prec@top3: 0.6863 recall@top5: 0.9461 prec@top5: 0.5118 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 12:23:28 - mmengine - INFO - Epoch(train) [16][1320/1921] lr: 1.5000e-03 eta: 1:11:41 time: 0.5098 data_time: 0.0202 memory: 8491 grad_norm: 0.0992 recall@thr=0.5: 0.6722 prec@thr=0.5: 0.7722 recall@top3: 0.8333 prec@top3: 0.7111 recall@top5: 0.9722 prec@top5: 0.5067 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 12:23:38 - mmengine - INFO - Epoch(train) [16][1340/1921] lr: 1.5000e-03 eta: 1:11:31 time: 0.4999 data_time: 0.0161 memory: 8594 grad_norm: 0.0952 recall@thr=0.5: 0.7343 prec@thr=0.5: 0.8403 recall@top3: 0.8708 prec@top3: 0.6667 recall@top5: 0.9782 prec@top5: 0.4667 loss_action_cls: 0.0353 loss: 0.0353 2022/08/31 12:23:49 - mmengine - INFO - Epoch(train) [16][1360/1921] lr: 1.5000e-03 eta: 1:11:20 time: 0.5197 data_time: 0.0173 memory: 8559 grad_norm: 0.0975 recall@thr=0.5: 0.7984 prec@thr=0.5: 0.9220 recall@top3: 0.8978 prec@top3: 0.7527 recall@top5: 0.9677 prec@top5: 0.4903 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 12:23:59 - mmengine - INFO - Epoch(train) [16][1380/1921] lr: 1.5000e-03 eta: 1:11:10 time: 0.4927 data_time: 0.0167 memory: 8508 grad_norm: 0.0979 recall@thr=0.5: 0.7257 prec@thr=0.5: 0.7986 recall@top3: 0.8160 prec@top3: 0.7083 recall@top5: 0.9375 prec@top5: 0.5083 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 12:24:09 - mmengine - INFO - Epoch(train) [16][1400/1921] lr: 1.5000e-03 eta: 1:11:00 time: 0.5312 data_time: 0.0197 memory: 8679 grad_norm: 0.0943 recall@thr=0.5: 0.7365 prec@thr=0.5: 0.8018 recall@top3: 0.8491 prec@top3: 0.7568 recall@top5: 0.9414 prec@top5: 0.5135 loss_action_cls: 0.0295 loss: 0.0295 2022/08/31 12:24:19 - mmengine - INFO - Epoch(train) [16][1420/1921] lr: 1.5000e-03 eta: 1:10:49 time: 0.5047 data_time: 0.0173 memory: 8517 grad_norm: 0.0938 recall@thr=0.5: 0.8103 prec@thr=0.5: 0.8747 recall@top3: 0.8448 prec@top3: 0.7356 recall@top5: 0.9770 prec@top5: 0.5241 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 12:24:30 - mmengine - INFO - Epoch(train) [16][1440/1921] lr: 1.5000e-03 eta: 1:10:39 time: 0.5455 data_time: 0.0218 memory: 8662 grad_norm: 0.0960 recall@thr=0.5: 0.6736 prec@thr=0.5: 0.6701 recall@top3: 0.7917 prec@top3: 0.5417 recall@top5: 0.9306 prec@top5: 0.3917 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 12:24:41 - mmengine - INFO - Epoch(train) [16][1460/1921] lr: 1.5000e-03 eta: 1:10:29 time: 0.5283 data_time: 0.0177 memory: 8542 grad_norm: 0.0994 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.8333 recall@top3: 0.8639 prec@top3: 0.6889 recall@top5: 0.9500 prec@top5: 0.4733 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 12:24:51 - mmengine - INFO - Epoch(train) [16][1480/1921] lr: 1.5000e-03 eta: 1:10:18 time: 0.5040 data_time: 0.0216 memory: 8559 grad_norm: 0.0975 recall@thr=0.5: 0.6184 prec@thr=0.5: 0.7061 recall@top3: 0.7719 prec@top3: 0.5965 recall@top5: 0.9342 prec@top5: 0.4211 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:25:02 - mmengine - INFO - Epoch(train) [16][1500/1921] lr: 1.5000e-03 eta: 1:10:08 time: 0.5525 data_time: 0.0190 memory: 8526 grad_norm: 0.1010 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8258 recall@top3: 0.7973 prec@top3: 0.6742 recall@top5: 0.9394 prec@top5: 0.4818 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 12:25:12 - mmengine - INFO - Epoch(train) [16][1520/1921] lr: 1.5000e-03 eta: 1:09:57 time: 0.5066 data_time: 0.0209 memory: 8552 grad_norm: 0.0953 recall@thr=0.5: 0.8476 prec@thr=0.5: 0.9286 recall@top3: 0.9143 prec@top3: 0.7714 recall@top5: 0.9714 prec@top5: 0.5029 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 12:25:23 - mmengine - INFO - Epoch(train) [16][1540/1921] lr: 1.5000e-03 eta: 1:09:47 time: 0.5337 data_time: 0.0172 memory: 8629 grad_norm: 0.0991 recall@thr=0.5: 0.5953 prec@thr=0.5: 0.6354 recall@top3: 0.8026 prec@top3: 0.5625 recall@top5: 0.9531 prec@top5: 0.4187 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 12:25:33 - mmengine - INFO - Epoch(train) [16][1560/1921] lr: 1.5000e-03 eta: 1:09:37 time: 0.5065 data_time: 0.0188 memory: 8594 grad_norm: 0.0959 recall@thr=0.5: 0.7793 prec@thr=0.5: 0.8514 recall@top3: 0.8626 prec@top3: 0.6216 recall@top5: 0.9730 prec@top5: 0.4432 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 12:25:44 - mmengine - INFO - Epoch(train) [16][1580/1921] lr: 1.5000e-03 eta: 1:09:26 time: 0.5334 data_time: 0.0160 memory: 8602 grad_norm: 0.0969 recall@thr=0.5: 0.6543 prec@thr=0.5: 0.8210 recall@top3: 0.8160 prec@top3: 0.6667 recall@top5: 0.9296 prec@top5: 0.4741 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 12:25:54 - mmengine - INFO - Epoch(train) [16][1600/1921] lr: 1.5000e-03 eta: 1:09:16 time: 0.5020 data_time: 0.0185 memory: 8568 grad_norm: 0.0968 recall@thr=0.5: 0.7477 prec@thr=0.5: 0.7725 recall@top3: 0.7847 prec@top3: 0.6216 recall@top5: 0.8941 prec@top5: 0.4432 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 12:26:04 - mmengine - INFO - Epoch(train) [16][1620/1921] lr: 1.5000e-03 eta: 1:09:05 time: 0.5187 data_time: 0.0145 memory: 8517 grad_norm: 0.0966 recall@thr=0.5: 0.8280 prec@thr=0.5: 0.9286 recall@top3: 0.8964 prec@top3: 0.7143 recall@top5: 0.9244 prec@top5: 0.4500 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 12:26:14 - mmengine - INFO - Epoch(train) [16][1640/1921] lr: 1.5000e-03 eta: 1:08:55 time: 0.4923 data_time: 0.0186 memory: 8602 grad_norm: 0.0962 recall@thr=0.5: 0.6793 prec@thr=0.5: 0.8510 recall@top3: 0.8182 prec@top3: 0.7778 recall@top5: 0.9394 prec@top5: 0.5394 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 12:26:24 - mmengine - INFO - Epoch(train) [16][1660/1921] lr: 1.5000e-03 eta: 1:08:45 time: 0.5231 data_time: 0.0157 memory: 8765 grad_norm: 0.0955 recall@thr=0.5: 0.8455 prec@thr=0.5: 0.8516 recall@top3: 0.8902 prec@top3: 0.7398 recall@top5: 0.9837 prec@top5: 0.4976 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 12:26:35 - mmengine - INFO - Epoch(train) [16][1680/1921] lr: 1.5000e-03 eta: 1:08:34 time: 0.5327 data_time: 0.0199 memory: 8577 grad_norm: 0.0984 recall@thr=0.5: 0.6757 prec@thr=0.5: 0.7176 recall@top3: 0.8108 prec@top3: 0.5946 recall@top5: 0.9550 prec@top5: 0.4432 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 12:26:46 - mmengine - INFO - Epoch(train) [16][1700/1921] lr: 1.5000e-03 eta: 1:08:24 time: 0.5212 data_time: 0.0196 memory: 8612 grad_norm: 0.1049 recall@thr=0.5: 0.5268 prec@thr=0.5: 0.5762 recall@top3: 0.8036 prec@top3: 0.5952 recall@top5: 0.9464 prec@top5: 0.4286 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 12:26:55 - mmengine - INFO - Epoch(train) [16][1720/1921] lr: 1.5000e-03 eta: 1:08:13 time: 0.4919 data_time: 0.0195 memory: 8559 grad_norm: 0.0958 recall@thr=0.5: 0.8204 prec@thr=0.5: 0.9033 recall@top3: 0.8967 prec@top3: 0.8083 recall@top5: 0.9938 prec@top5: 0.5400 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:27:06 - mmengine - INFO - Epoch(train) [16][1740/1921] lr: 1.5000e-03 eta: 1:08:03 time: 0.5325 data_time: 0.0166 memory: 8526 grad_norm: 0.0974 recall@thr=0.5: 0.8009 prec@thr=0.5: 0.7130 recall@top3: 0.8519 prec@top3: 0.5185 recall@top5: 0.9352 prec@top5: 0.3611 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 12:27:16 - mmengine - INFO - Epoch(train) [16][1760/1921] lr: 1.5000e-03 eta: 1:07:53 time: 0.4987 data_time: 0.0183 memory: 8559 grad_norm: 0.0986 recall@thr=0.5: 0.7738 prec@thr=0.5: 0.8429 recall@top3: 0.8619 prec@top3: 0.7143 recall@top5: 0.9714 prec@top5: 0.4971 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 12:27:26 - mmengine - INFO - Epoch(train) [16][1780/1921] lr: 1.5000e-03 eta: 1:07:42 time: 0.5213 data_time: 0.0136 memory: 8645 grad_norm: 0.0949 recall@thr=0.5: 0.8782 prec@thr=0.5: 0.8814 recall@top3: 0.8846 prec@top3: 0.7564 recall@top5: 1.0000 prec@top5: 0.5231 loss_action_cls: 0.0302 loss: 0.0302 2022/08/31 12:27:36 - mmengine - INFO - Epoch(train) [16][1800/1921] lr: 1.5000e-03 eta: 1:07:32 time: 0.4966 data_time: 0.0191 memory: 8534 grad_norm: 0.0955 recall@thr=0.5: 0.7266 prec@thr=0.5: 0.7656 recall@top3: 0.8359 prec@top3: 0.6667 recall@top5: 0.9583 prec@top5: 0.4687 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 12:27:47 - mmengine - INFO - Epoch(train) [16][1820/1921] lr: 1.5000e-03 eta: 1:07:21 time: 0.5280 data_time: 0.0179 memory: 8568 grad_norm: 0.0909 recall@thr=0.5: 0.8190 prec@thr=0.5: 0.8190 recall@top3: 0.8667 prec@top3: 0.6190 recall@top5: 0.9286 prec@top5: 0.4057 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 12:27:57 - mmengine - INFO - Epoch(train) [16][1840/1921] lr: 1.5000e-03 eta: 1:07:11 time: 0.4919 data_time: 0.0212 memory: 8594 grad_norm: 0.1015 recall@thr=0.5: 0.7990 prec@thr=0.5: 0.7738 recall@top3: 0.8529 prec@top3: 0.6190 recall@top5: 0.9467 prec@top5: 0.4286 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 12:28:08 - mmengine - INFO - Epoch(train) [16][1860/1921] lr: 1.5000e-03 eta: 1:07:01 time: 0.5596 data_time: 0.0161 memory: 8500 grad_norm: 0.0959 recall@thr=0.5: 0.7441 prec@thr=0.5: 0.8559 recall@top3: 0.8252 prec@top3: 0.6396 recall@top5: 0.9396 prec@top5: 0.4432 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 12:28:18 - mmengine - INFO - Epoch(train) [16][1880/1921] lr: 1.5000e-03 eta: 1:06:50 time: 0.5266 data_time: 0.0365 memory: 8542 grad_norm: 0.0958 recall@thr=0.5: 0.7645 prec@thr=0.5: 0.7979 recall@top3: 0.8092 prec@top3: 0.7234 recall@top5: 0.9433 prec@top5: 0.5191 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 12:28:28 - mmengine - INFO - Epoch(train) [16][1900/1921] lr: 1.5000e-03 eta: 1:06:40 time: 0.4944 data_time: 0.0161 memory: 8534 grad_norm: 0.0940 recall@thr=0.5: 0.8487 prec@thr=0.5: 0.9320 recall@top3: 0.8662 prec@top3: 0.8158 recall@top5: 0.9452 prec@top5: 0.5474 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 12:28:39 - mmengine - INFO - Epoch(train) [16][1920/1921] lr: 1.5000e-03 eta: 1:06:29 time: 0.5195 data_time: 0.0178 memory: 8542 grad_norm: 0.0962 recall@thr=0.5: 0.7781 prec@thr=0.5: 0.7895 recall@top3: 0.8018 prec@top3: 0.6842 recall@top5: 0.9518 prec@top5: 0.5105 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:28:39 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 12:28:39 - mmengine - INFO - Epoch(train) [16][1921/1921] lr: 1.5000e-03 eta: 1:06:29 time: 0.5134 data_time: 0.0188 memory: 6328 grad_norm: 0.0976 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.7857 recall@top3: 0.8730 prec@top3: 0.6667 recall@top5: 0.9286 prec@top5: 0.4286 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 12:28:40 - mmengine - INFO - Epoch(val) [16][20/6282] eta: 0:05:11 time: 0.0498 data_time: 0.0046 memory: 2274 2022/08/31 12:28:41 - mmengine - INFO - Epoch(val) [16][40/6282] eta: 0:04:43 time: 0.0454 data_time: 0.0037 memory: 2274 2022/08/31 12:28:42 - mmengine - INFO - Epoch(val) [16][60/6282] eta: 0:04:11 time: 0.0405 data_time: 0.0030 memory: 2274 2022/08/31 12:28:43 - mmengine - INFO - Epoch(val) [16][80/6282] eta: 0:04:57 time: 0.0479 data_time: 0.0036 memory: 2274 2022/08/31 12:28:44 - mmengine - INFO - Epoch(val) [16][100/6282] eta: 0:04:14 time: 0.0412 data_time: 0.0022 memory: 2274 2022/08/31 12:28:45 - mmengine - INFO - Epoch(val) [16][120/6282] eta: 0:04:20 time: 0.0423 data_time: 0.0026 memory: 2308 2022/08/31 12:28:45 - mmengine - INFO - Epoch(val) [16][140/6282] eta: 0:04:40 time: 0.0456 data_time: 0.0025 memory: 2308 2022/08/31 12:28:46 - mmengine - INFO - Epoch(val) [16][160/6282] eta: 0:04:19 time: 0.0423 data_time: 0.0031 memory: 2308 2022/08/31 12:28:47 - mmengine - INFO - Epoch(val) [16][180/6282] eta: 0:04:36 time: 0.0453 data_time: 0.0031 memory: 2308 2022/08/31 12:28:48 - mmengine - INFO - Epoch(val) [16][200/6282] eta: 0:04:30 time: 0.0445 data_time: 0.0025 memory: 2308 2022/08/31 12:28:49 - mmengine - INFO - Epoch(val) [16][220/6282] eta: 0:04:14 time: 0.0420 data_time: 0.0025 memory: 2279 2022/08/31 12:28:50 - mmengine - INFO - Epoch(val) [16][240/6282] eta: 0:07:18 time: 0.0726 data_time: 0.0030 memory: 2279 2022/08/31 12:28:51 - mmengine - INFO - Epoch(val) [16][260/6282] eta: 0:03:57 time: 0.0395 data_time: 0.0030 memory: 2279 2022/08/31 12:28:52 - mmengine - INFO - Epoch(val) [16][280/6282] eta: 0:04:33 time: 0.0456 data_time: 0.0028 memory: 2279 2022/08/31 12:28:53 - mmengine - INFO - Epoch(val) [16][300/6282] eta: 0:04:09 time: 0.0417 data_time: 0.0025 memory: 2308 2022/08/31 12:28:54 - mmengine - INFO - Epoch(val) [16][320/6282] eta: 0:04:51 time: 0.0489 data_time: 0.0021 memory: 2308 2022/08/31 12:28:55 - mmengine - INFO - Epoch(val) [16][340/6282] eta: 0:04:46 time: 0.0483 data_time: 0.0027 memory: 2308 2022/08/31 12:28:56 - mmengine - INFO - Epoch(val) [16][360/6282] eta: 0:04:26 time: 0.0450 data_time: 0.0025 memory: 2308 2022/08/31 12:28:57 - mmengine - INFO - Epoch(val) [16][380/6282] eta: 0:05:15 time: 0.0535 data_time: 0.0023 memory: 2308 2022/08/31 12:28:58 - mmengine - INFO - Epoch(val) [16][400/6282] eta: 0:04:35 time: 0.0468 data_time: 0.0022 memory: 2308 2022/08/31 12:28:59 - mmengine - INFO - Epoch(val) [16][420/6282] eta: 0:04:10 time: 0.0427 data_time: 0.0020 memory: 2281 2022/08/31 12:29:00 - mmengine - INFO - Epoch(val) [16][440/6282] eta: 0:04:07 time: 0.0424 data_time: 0.0031 memory: 2281 2022/08/31 12:29:01 - mmengine - INFO - Epoch(val) [16][460/6282] eta: 0:04:18 time: 0.0444 data_time: 0.0032 memory: 2281 2022/08/31 12:29:01 - mmengine - INFO - Epoch(val) [16][480/6282] eta: 0:04:10 time: 0.0432 data_time: 0.0024 memory: 2281 2022/08/31 12:29:02 - mmengine - INFO - Epoch(val) [16][500/6282] eta: 0:04:08 time: 0.0430 data_time: 0.0027 memory: 2281 2022/08/31 12:29:03 - mmengine - INFO - Epoch(val) [16][520/6282] eta: 0:04:19 time: 0.0450 data_time: 0.0022 memory: 2279 2022/08/31 12:29:04 - mmengine - INFO - Epoch(val) [16][540/6282] eta: 0:04:37 time: 0.0484 data_time: 0.0024 memory: 2279 2022/08/31 12:29:05 - mmengine - INFO - Epoch(val) [16][560/6282] eta: 0:04:19 time: 0.0453 data_time: 0.0027 memory: 2279 2022/08/31 12:29:06 - mmengine - INFO - Epoch(val) [16][580/6282] eta: 0:04:16 time: 0.0451 data_time: 0.0018 memory: 2279 2022/08/31 12:29:07 - mmengine - INFO - Epoch(val) [16][600/6282] eta: 0:04:29 time: 0.0474 data_time: 0.0026 memory: 2279 2022/08/31 12:29:08 - mmengine - INFO - Epoch(val) [16][620/6282] eta: 0:03:33 time: 0.0377 data_time: 0.0025 memory: 2279 2022/08/31 12:29:09 - mmengine - INFO - Epoch(val) [16][640/6282] eta: 0:04:02 time: 0.0429 data_time: 0.0021 memory: 2277 2022/08/31 12:29:09 - mmengine - INFO - Epoch(val) [16][660/6282] eta: 0:03:56 time: 0.0421 data_time: 0.0020 memory: 2277 2022/08/31 12:29:11 - mmengine - INFO - Epoch(val) [16][680/6282] eta: 0:06:19 time: 0.0677 data_time: 0.0035 memory: 2277 2022/08/31 12:29:12 - mmengine - INFO - Epoch(val) [16][700/6282] eta: 0:03:54 time: 0.0421 data_time: 0.0024 memory: 2277 2022/08/31 12:29:13 - mmengine - INFO - Epoch(val) [16][720/6282] eta: 0:05:05 time: 0.0549 data_time: 0.0018 memory: 2319 2022/08/31 12:29:14 - mmengine - INFO - Epoch(val) [16][740/6282] eta: 0:05:34 time: 0.0604 data_time: 0.0037 memory: 2308 2022/08/31 12:29:15 - mmengine - INFO - Epoch(val) [16][760/6282] eta: 0:05:21 time: 0.0582 data_time: 0.0040 memory: 2308 2022/08/31 12:29:16 - mmengine - INFO - Epoch(val) [16][780/6282] eta: 0:04:36 time: 0.0503 data_time: 0.0031 memory: 2308 2022/08/31 12:29:17 - mmengine - INFO - Epoch(val) [16][800/6282] eta: 0:04:17 time: 0.0470 data_time: 0.0038 memory: 2308 2022/08/31 12:29:18 - mmengine - INFO - Epoch(val) [16][820/6282] eta: 0:03:39 time: 0.0401 data_time: 0.0035 memory: 2308 2022/08/31 12:29:19 - mmengine - INFO - Epoch(val) [16][840/6282] eta: 0:04:00 time: 0.0442 data_time: 0.0023 memory: 2279 2022/08/31 12:29:20 - mmengine - INFO - Epoch(val) [16][860/6282] eta: 0:04:04 time: 0.0451 data_time: 0.0018 memory: 2279 2022/08/31 12:29:21 - mmengine - INFO - Epoch(val) [16][880/6282] eta: 0:03:59 time: 0.0444 data_time: 0.0028 memory: 2279 2022/08/31 12:29:21 - mmengine - INFO - Epoch(val) [16][900/6282] eta: 0:03:57 time: 0.0441 data_time: 0.0029 memory: 2279 2022/08/31 12:29:22 - mmengine - INFO - Epoch(val) [16][920/6282] eta: 0:04:17 time: 0.0481 data_time: 0.0025 memory: 2279 2022/08/31 12:29:23 - mmengine - INFO - Epoch(val) [16][940/6282] eta: 0:04:26 time: 0.0499 data_time: 0.0024 memory: 2274 2022/08/31 12:29:24 - mmengine - INFO - Epoch(val) [16][960/6282] eta: 0:03:47 time: 0.0427 data_time: 0.0026 memory: 2274 2022/08/31 12:29:25 - mmengine - INFO - Epoch(val) [16][980/6282] eta: 0:03:25 time: 0.0387 data_time: 0.0021 memory: 2274 2022/08/31 12:29:26 - mmengine - INFO - Epoch(val) [16][1000/6282] eta: 0:03:43 time: 0.0424 data_time: 0.0021 memory: 2274 2022/08/31 12:29:27 - mmengine - INFO - Epoch(val) [16][1020/6282] eta: 0:03:30 time: 0.0401 data_time: 0.0023 memory: 2279 2022/08/31 12:29:28 - mmengine - INFO - Epoch(val) [16][1040/6282] eta: 0:03:34 time: 0.0410 data_time: 0.0030 memory: 2279 2022/08/31 12:29:28 - mmengine - INFO - Epoch(val) [16][1060/6282] eta: 0:03:50 time: 0.0441 data_time: 0.0026 memory: 2279 2022/08/31 12:29:29 - mmengine - INFO - Epoch(val) [16][1080/6282] eta: 0:03:40 time: 0.0425 data_time: 0.0024 memory: 2279 2022/08/31 12:29:31 - mmengine - INFO - Epoch(val) [16][1100/6282] eta: 0:06:06 time: 0.0708 data_time: 0.0026 memory: 2279 2022/08/31 12:29:32 - mmengine - INFO - Epoch(val) [16][1120/6282] eta: 0:04:04 time: 0.0474 data_time: 0.0021 memory: 2279 2022/08/31 12:29:33 - mmengine - INFO - Epoch(val) [16][1140/6282] eta: 0:03:32 time: 0.0414 data_time: 0.0021 memory: 2279 2022/08/31 12:29:33 - mmengine - INFO - Epoch(val) [16][1160/6282] eta: 0:03:45 time: 0.0440 data_time: 0.0026 memory: 2279 2022/08/31 12:29:34 - mmengine - INFO - Epoch(val) [16][1180/6282] eta: 0:03:47 time: 0.0446 data_time: 0.0025 memory: 2279 2022/08/31 12:29:35 - mmengine - INFO - Epoch(val) [16][1200/6282] eta: 0:03:58 time: 0.0469 data_time: 0.0020 memory: 2279 2022/08/31 12:29:36 - mmengine - INFO - Epoch(val) [16][1220/6282] eta: 0:04:18 time: 0.0510 data_time: 0.0023 memory: 2279 2022/08/31 12:29:37 - mmengine - INFO - Epoch(val) [16][1240/6282] eta: 0:03:55 time: 0.0468 data_time: 0.0031 memory: 2308 2022/08/31 12:29:38 - mmengine - INFO - Epoch(val) [16][1260/6282] eta: 0:03:50 time: 0.0458 data_time: 0.0029 memory: 2308 2022/08/31 12:29:39 - mmengine - INFO - Epoch(val) [16][1280/6282] eta: 0:03:43 time: 0.0447 data_time: 0.0028 memory: 2308 2022/08/31 12:29:40 - mmengine - INFO - Epoch(val) [16][1300/6282] eta: 0:04:16 time: 0.0514 data_time: 0.0042 memory: 2308 2022/08/31 12:29:41 - mmengine - INFO - Epoch(val) [16][1320/6282] eta: 0:04:19 time: 0.0523 data_time: 0.0031 memory: 2308 2022/08/31 12:29:42 - mmengine - INFO - Epoch(val) [16][1340/6282] eta: 0:03:59 time: 0.0486 data_time: 0.0045 memory: 2308 2022/08/31 12:29:43 - mmengine - INFO - Epoch(val) [16][1360/6282] eta: 0:04:08 time: 0.0505 data_time: 0.0030 memory: 2308 2022/08/31 12:29:44 - mmengine - INFO - Epoch(val) [16][1380/6282] eta: 0:04:20 time: 0.0531 data_time: 0.0038 memory: 2308 2022/08/31 12:29:45 - mmengine - INFO - Epoch(val) [16][1400/6282] eta: 0:03:48 time: 0.0468 data_time: 0.0027 memory: 2308 2022/08/31 12:29:46 - mmengine - INFO - Epoch(val) [16][1420/6282] eta: 0:03:44 time: 0.0461 data_time: 0.0026 memory: 2308 2022/08/31 12:29:47 - mmengine - INFO - Epoch(val) [16][1440/6282] eta: 0:03:29 time: 0.0433 data_time: 0.0025 memory: 2308 2022/08/31 12:29:48 - mmengine - INFO - Epoch(val) [16][1460/6282] eta: 0:04:21 time: 0.0543 data_time: 0.0030 memory: 2308 2022/08/31 12:29:49 - mmengine - INFO - Epoch(val) [16][1480/6282] eta: 0:03:34 time: 0.0447 data_time: 0.0021 memory: 2308 2022/08/31 12:29:51 - mmengine - INFO - Epoch(val) [16][1500/6282] eta: 0:05:52 time: 0.0737 data_time: 0.0033 memory: 2308 2022/08/31 12:29:52 - mmengine - INFO - Epoch(val) [16][1520/6282] eta: 0:03:51 time: 0.0486 data_time: 0.0019 memory: 2352 2022/08/31 12:29:52 - mmengine - INFO - Epoch(val) [16][1540/6282] eta: 0:03:42 time: 0.0468 data_time: 0.0020 memory: 2352 2022/08/31 12:29:53 - mmengine - INFO - Epoch(val) [16][1560/6282] eta: 0:03:51 time: 0.0490 data_time: 0.0027 memory: 2352 2022/08/31 12:29:54 - mmengine - INFO - Epoch(val) [16][1580/6282] eta: 0:03:28 time: 0.0443 data_time: 0.0020 memory: 2352 2022/08/31 12:29:55 - mmengine - INFO - Epoch(val) [16][1600/6282] eta: 0:03:31 time: 0.0452 data_time: 0.0022 memory: 2352 2022/08/31 12:29:56 - mmengine - INFO - Epoch(val) [16][1620/6282] eta: 0:03:18 time: 0.0426 data_time: 0.0024 memory: 2352 2022/08/31 12:29:57 - mmengine - INFO - Epoch(val) [16][1640/6282] eta: 0:03:46 time: 0.0489 data_time: 0.0024 memory: 2308 2022/08/31 12:29:58 - mmengine - INFO - Epoch(val) [16][1660/6282] eta: 0:03:42 time: 0.0481 data_time: 0.0031 memory: 2308 2022/08/31 12:29:59 - mmengine - INFO - Epoch(val) [16][1680/6282] eta: 0:03:07 time: 0.0408 data_time: 0.0021 memory: 2308 2022/08/31 12:30:00 - mmengine - INFO - Epoch(val) [16][1700/6282] eta: 0:03:47 time: 0.0496 data_time: 0.0022 memory: 2308 2022/08/31 12:30:02 - mmengine - INFO - Epoch(val) [16][1720/6282] eta: 0:07:00 time: 0.0921 data_time: 0.0037 memory: 2311 2022/08/31 12:30:03 - mmengine - INFO - Epoch(val) [16][1740/6282] eta: 0:03:07 time: 0.0414 data_time: 0.0027 memory: 2308 2022/08/31 12:30:03 - mmengine - INFO - Epoch(val) [16][1760/6282] eta: 0:03:20 time: 0.0443 data_time: 0.0021 memory: 2308 2022/08/31 12:30:04 - mmengine - INFO - Epoch(val) [16][1780/6282] eta: 0:03:14 time: 0.0432 data_time: 0.0021 memory: 2308 2022/08/31 12:30:05 - mmengine - INFO - Epoch(val) [16][1800/6282] eta: 0:03:28 time: 0.0466 data_time: 0.0022 memory: 2308 2022/08/31 12:30:06 - mmengine - INFO - Epoch(val) [16][1820/6282] eta: 0:03:54 time: 0.0525 data_time: 0.0026 memory: 2308 2022/08/31 12:30:07 - mmengine - INFO - Epoch(val) [16][1840/6282] eta: 0:03:43 time: 0.0502 data_time: 0.0032 memory: 2308 2022/08/31 12:30:08 - mmengine - INFO - Epoch(val) [16][1860/6282] eta: 0:03:38 time: 0.0493 data_time: 0.0028 memory: 2308 2022/08/31 12:30:09 - mmengine - INFO - Epoch(val) [16][1880/6282] eta: 0:03:40 time: 0.0502 data_time: 0.0028 memory: 2308 2022/08/31 12:30:10 - mmengine - INFO - Epoch(val) [16][1900/6282] eta: 0:03:45 time: 0.0515 data_time: 0.0029 memory: 2308 2022/08/31 12:30:11 - mmengine - INFO - Epoch(val) [16][1920/6282] eta: 0:03:45 time: 0.0518 data_time: 0.0027 memory: 2308 2022/08/31 12:30:12 - mmengine - INFO - Epoch(val) [16][1940/6282] eta: 0:03:01 time: 0.0418 data_time: 0.0022 memory: 2308 2022/08/31 12:30:13 - mmengine - INFO - Epoch(val) [16][1960/6282] eta: 0:03:08 time: 0.0437 data_time: 0.0032 memory: 2281 2022/08/31 12:30:14 - mmengine - INFO - Epoch(val) [16][1980/6282] eta: 0:02:53 time: 0.0403 data_time: 0.0027 memory: 2281 2022/08/31 12:30:15 - mmengine - INFO - Epoch(val) [16][2000/6282] eta: 0:02:47 time: 0.0391 data_time: 0.0028 memory: 2281 2022/08/31 12:30:16 - mmengine - INFO - Epoch(val) [16][2020/6282] eta: 0:03:14 time: 0.0457 data_time: 0.0034 memory: 2281 2022/08/31 12:30:17 - mmengine - INFO - Epoch(val) [16][2040/6282] eta: 0:02:59 time: 0.0424 data_time: 0.0024 memory: 2281 2022/08/31 12:30:17 - mmengine - INFO - Epoch(val) [16][2060/6282] eta: 0:03:14 time: 0.0460 data_time: 0.0025 memory: 2281 2022/08/31 12:30:18 - mmengine - INFO - Epoch(val) [16][2080/6282] eta: 0:03:04 time: 0.0440 data_time: 0.0026 memory: 2281 2022/08/31 12:30:19 - mmengine - INFO - Epoch(val) [16][2100/6282] eta: 0:02:56 time: 0.0421 data_time: 0.0026 memory: 2281 2022/08/31 12:30:21 - mmengine - INFO - Epoch(val) [16][2120/6282] eta: 0:04:30 time: 0.0651 data_time: 0.0037 memory: 2281 2022/08/31 12:30:21 - mmengine - INFO - Epoch(val) [16][2140/6282] eta: 0:02:53 time: 0.0419 data_time: 0.0029 memory: 2281 2022/08/31 12:30:22 - mmengine - INFO - Epoch(val) [16][2160/6282] eta: 0:02:53 time: 0.0421 data_time: 0.0017 memory: 2279 2022/08/31 12:30:23 - mmengine - INFO - Epoch(val) [16][2180/6282] eta: 0:03:13 time: 0.0471 data_time: 0.0041 memory: 2279 2022/08/31 12:30:24 - mmengine - INFO - Epoch(val) [16][2200/6282] eta: 0:03:10 time: 0.0467 data_time: 0.0030 memory: 2279 2022/08/31 12:30:25 - mmengine - INFO - Epoch(val) [16][2220/6282] eta: 0:02:41 time: 0.0398 data_time: 0.0037 memory: 2279 2022/08/31 12:30:26 - mmengine - INFO - Epoch(val) [16][2240/6282] eta: 0:03:16 time: 0.0486 data_time: 0.0029 memory: 2279 2022/08/31 12:30:27 - mmengine - INFO - Epoch(val) [16][2260/6282] eta: 0:03:12 time: 0.0478 data_time: 0.0025 memory: 2281 2022/08/31 12:30:28 - mmengine - INFO - Epoch(val) [16][2280/6282] eta: 0:02:49 time: 0.0423 data_time: 0.0018 memory: 2281 2022/08/31 12:30:29 - mmengine - INFO - Epoch(val) [16][2300/6282] eta: 0:02:45 time: 0.0416 data_time: 0.0021 memory: 2281 2022/08/31 12:30:29 - mmengine - INFO - Epoch(val) [16][2320/6282] eta: 0:02:47 time: 0.0424 data_time: 0.0036 memory: 2281 2022/08/31 12:30:30 - mmengine - INFO - Epoch(val) [16][2340/6282] eta: 0:03:04 time: 0.0467 data_time: 0.0019 memory: 2281 2022/08/31 12:30:31 - mmengine - INFO - Epoch(val) [16][2360/6282] eta: 0:02:39 time: 0.0406 data_time: 0.0023 memory: 2279 2022/08/31 12:30:32 - mmengine - INFO - Epoch(val) [16][2380/6282] eta: 0:02:56 time: 0.0452 data_time: 0.0021 memory: 2279 2022/08/31 12:30:33 - mmengine - INFO - Epoch(val) [16][2400/6282] eta: 0:02:50 time: 0.0439 data_time: 0.0020 memory: 2279 2022/08/31 12:30:34 - mmengine - INFO - Epoch(val) [16][2420/6282] eta: 0:02:51 time: 0.0444 data_time: 0.0023 memory: 2279 2022/08/31 12:30:35 - mmengine - INFO - Epoch(val) [16][2440/6282] eta: 0:02:52 time: 0.0448 data_time: 0.0026 memory: 2279 2022/08/31 12:30:36 - mmengine - INFO - Epoch(val) [16][2460/6282] eta: 0:02:41 time: 0.0421 data_time: 0.0023 memory: 2308 2022/08/31 12:30:37 - mmengine - INFO - Epoch(val) [16][2480/6282] eta: 0:03:02 time: 0.0479 data_time: 0.0032 memory: 2308 2022/08/31 12:30:37 - mmengine - INFO - Epoch(val) [16][2500/6282] eta: 0:02:36 time: 0.0415 data_time: 0.0031 memory: 2308 2022/08/31 12:30:38 - mmengine - INFO - Epoch(val) [16][2520/6282] eta: 0:03:04 time: 0.0490 data_time: 0.0027 memory: 2308 2022/08/31 12:30:40 - mmengine - INFO - Epoch(val) [16][2540/6282] eta: 0:03:12 time: 0.0514 data_time: 0.0030 memory: 2311 2022/08/31 12:30:41 - mmengine - INFO - Epoch(val) [16][2560/6282] eta: 0:04:35 time: 0.0741 data_time: 0.0042 memory: 2308 2022/08/31 12:30:42 - mmengine - INFO - Epoch(val) [16][2580/6282] eta: 0:02:55 time: 0.0474 data_time: 0.0028 memory: 2308 2022/08/31 12:30:43 - mmengine - INFO - Epoch(val) [16][2600/6282] eta: 0:03:04 time: 0.0501 data_time: 0.0024 memory: 2308 2022/08/31 12:30:44 - mmengine - INFO - Epoch(val) [16][2620/6282] eta: 0:02:43 time: 0.0446 data_time: 0.0026 memory: 2308 2022/08/31 12:30:45 - mmengine - INFO - Epoch(val) [16][2640/6282] eta: 0:02:32 time: 0.0418 data_time: 0.0021 memory: 2308 2022/08/31 12:30:46 - mmengine - INFO - Epoch(val) [16][2660/6282] eta: 0:02:40 time: 0.0442 data_time: 0.0032 memory: 2348 2022/08/31 12:30:47 - mmengine - INFO - Epoch(val) [16][2680/6282] eta: 0:02:53 time: 0.0482 data_time: 0.0022 memory: 2348 2022/08/31 12:30:47 - mmengine - INFO - Epoch(val) [16][2700/6282] eta: 0:02:37 time: 0.0439 data_time: 0.0025 memory: 2348 2022/08/31 12:30:48 - mmengine - INFO - Epoch(val) [16][2720/6282] eta: 0:02:39 time: 0.0448 data_time: 0.0024 memory: 2348 2022/08/31 12:30:49 - mmengine - INFO - Epoch(val) [16][2740/6282] eta: 0:02:53 time: 0.0491 data_time: 0.0031 memory: 2348 2022/08/31 12:30:50 - mmengine - INFO - Epoch(val) [16][2760/6282] eta: 0:02:55 time: 0.0499 data_time: 0.0042 memory: 2281 2022/08/31 12:30:51 - mmengine - INFO - Epoch(val) [16][2780/6282] eta: 0:02:33 time: 0.0438 data_time: 0.0017 memory: 2281 2022/08/31 12:30:52 - mmengine - INFO - Epoch(val) [16][2800/6282] eta: 0:02:32 time: 0.0439 data_time: 0.0020 memory: 2281 2022/08/31 12:30:53 - mmengine - INFO - Epoch(val) [16][2820/6282] eta: 0:02:27 time: 0.0426 data_time: 0.0023 memory: 2281 2022/08/31 12:30:54 - mmengine - INFO - Epoch(val) [16][2840/6282] eta: 0:02:43 time: 0.0474 data_time: 0.0021 memory: 2281 2022/08/31 12:30:55 - mmengine - INFO - Epoch(val) [16][2860/6282] eta: 0:02:34 time: 0.0453 data_time: 0.0031 memory: 2308 2022/08/31 12:30:56 - mmengine - INFO - Epoch(val) [16][2880/6282] eta: 0:02:36 time: 0.0459 data_time: 0.0024 memory: 2308 2022/08/31 12:30:57 - mmengine - INFO - Epoch(val) [16][2900/6282] eta: 0:02:27 time: 0.0435 data_time: 0.0019 memory: 2308 2022/08/31 12:30:58 - mmengine - INFO - Epoch(val) [16][2920/6282] eta: 0:02:17 time: 0.0410 data_time: 0.0025 memory: 2308 2022/08/31 12:30:58 - mmengine - INFO - Epoch(val) [16][2940/6282] eta: 0:02:18 time: 0.0413 data_time: 0.0025 memory: 2293 2022/08/31 12:30:59 - mmengine - INFO - Epoch(val) [16][2960/6282] eta: 0:02:17 time: 0.0413 data_time: 0.0024 memory: 2293 2022/08/31 12:31:01 - mmengine - INFO - Epoch(val) [16][2980/6282] eta: 0:03:35 time: 0.0652 data_time: 0.0021 memory: 2293 2022/08/31 12:31:01 - mmengine - INFO - Epoch(val) [16][3000/6282] eta: 0:02:23 time: 0.0438 data_time: 0.0026 memory: 2293 2022/08/31 12:31:02 - mmengine - INFO - Epoch(val) [16][3020/6282] eta: 0:02:13 time: 0.0409 data_time: 0.0028 memory: 2308 2022/08/31 12:31:03 - mmengine - INFO - Epoch(val) [16][3040/6282] eta: 0:02:29 time: 0.0461 data_time: 0.0026 memory: 2308 2022/08/31 12:31:04 - mmengine - INFO - Epoch(val) [16][3060/6282] eta: 0:02:33 time: 0.0478 data_time: 0.0022 memory: 2308 2022/08/31 12:31:05 - mmengine - INFO - Epoch(val) [16][3080/6282] eta: 0:02:14 time: 0.0419 data_time: 0.0020 memory: 2308 2022/08/31 12:31:06 - mmengine - INFO - Epoch(val) [16][3100/6282] eta: 0:02:24 time: 0.0453 data_time: 0.0027 memory: 2308 2022/08/31 12:31:07 - mmengine - INFO - Epoch(val) [16][3120/6282] eta: 0:02:06 time: 0.0400 data_time: 0.0023 memory: 2281 2022/08/31 12:31:07 - mmengine - INFO - Epoch(val) [16][3140/6282] eta: 0:02:02 time: 0.0391 data_time: 0.0027 memory: 2281 2022/08/31 12:31:08 - mmengine - INFO - Epoch(val) [16][3160/6282] eta: 0:02:16 time: 0.0437 data_time: 0.0030 memory: 2281 2022/08/31 12:31:09 - mmengine - INFO - Epoch(val) [16][3180/6282] eta: 0:02:13 time: 0.0430 data_time: 0.0023 memory: 2281 2022/08/31 12:31:10 - mmengine - INFO - Epoch(val) [16][3200/6282] eta: 0:02:35 time: 0.0504 data_time: 0.0034 memory: 2308 2022/08/31 12:31:11 - mmengine - INFO - Epoch(val) [16][3220/6282] eta: 0:02:16 time: 0.0446 data_time: 0.0024 memory: 2308 2022/08/31 12:31:12 - mmengine - INFO - Epoch(val) [16][3240/6282] eta: 0:02:16 time: 0.0450 data_time: 0.0025 memory: 2308 2022/08/31 12:31:13 - mmengine - INFO - Epoch(val) [16][3260/6282] eta: 0:02:07 time: 0.0420 data_time: 0.0022 memory: 2308 2022/08/31 12:31:14 - mmengine - INFO - Epoch(val) [16][3280/6282] eta: 0:02:12 time: 0.0442 data_time: 0.0019 memory: 2308 2022/08/31 12:31:15 - mmengine - INFO - Epoch(val) [16][3300/6282] eta: 0:02:26 time: 0.0491 data_time: 0.0022 memory: 2308 2022/08/31 12:31:16 - mmengine - INFO - Epoch(val) [16][3320/6282] eta: 0:02:11 time: 0.0444 data_time: 0.0023 memory: 2308 2022/08/31 12:31:17 - mmengine - INFO - Epoch(val) [16][3340/6282] eta: 0:02:16 time: 0.0465 data_time: 0.0020 memory: 2308 2022/08/31 12:31:18 - mmengine - INFO - Epoch(val) [16][3360/6282] eta: 0:02:14 time: 0.0461 data_time: 0.0024 memory: 2308 2022/08/31 12:31:18 - mmengine - INFO - Epoch(val) [16][3380/6282] eta: 0:02:05 time: 0.0433 data_time: 0.0024 memory: 2308 2022/08/31 12:31:19 - mmengine - INFO - Epoch(val) [16][3400/6282] eta: 0:02:18 time: 0.0479 data_time: 0.0025 memory: 2279 2022/08/31 12:31:21 - mmengine - INFO - Epoch(val) [16][3420/6282] eta: 0:03:12 time: 0.0671 data_time: 0.0025 memory: 2279 2022/08/31 12:31:22 - mmengine - INFO - Epoch(val) [16][3440/6282] eta: 0:02:03 time: 0.0436 data_time: 0.0064 memory: 2279 2022/08/31 12:31:23 - mmengine - INFO - Epoch(val) [16][3460/6282] eta: 0:02:16 time: 0.0482 data_time: 0.0024 memory: 2282 2022/08/31 12:31:24 - mmengine - INFO - Epoch(val) [16][3480/6282] eta: 0:02:22 time: 0.0509 data_time: 0.0021 memory: 2279 2022/08/31 12:31:24 - mmengine - INFO - Epoch(val) [16][3500/6282] eta: 0:01:52 time: 0.0405 data_time: 0.0019 memory: 2279 2022/08/31 12:31:25 - mmengine - INFO - Epoch(val) [16][3520/6282] eta: 0:01:52 time: 0.0409 data_time: 0.0024 memory: 2279 2022/08/31 12:31:26 - mmengine - INFO - Epoch(val) [16][3540/6282] eta: 0:02:04 time: 0.0453 data_time: 0.0025 memory: 2279 2022/08/31 12:31:27 - mmengine - INFO - Epoch(val) [16][3560/6282] eta: 0:02:02 time: 0.0449 data_time: 0.0022 memory: 2279 2022/08/31 12:31:28 - mmengine - INFO - Epoch(val) [16][3580/6282] eta: 0:01:40 time: 0.0372 data_time: 0.0023 memory: 2300 2022/08/31 12:31:29 - mmengine - INFO - Epoch(val) [16][3600/6282] eta: 0:01:54 time: 0.0427 data_time: 0.0020 memory: 2300 2022/08/31 12:31:30 - mmengine - INFO - Epoch(val) [16][3620/6282] eta: 0:02:25 time: 0.0547 data_time: 0.0020 memory: 2302 2022/08/31 12:31:31 - mmengine - INFO - Epoch(val) [16][3640/6282] eta: 0:02:07 time: 0.0483 data_time: 0.0030 memory: 2300 2022/08/31 12:31:32 - mmengine - INFO - Epoch(val) [16][3660/6282] eta: 0:01:55 time: 0.0440 data_time: 0.0023 memory: 2300 2022/08/31 12:31:33 - mmengine - INFO - Epoch(val) [16][3680/6282] eta: 0:01:52 time: 0.0431 data_time: 0.0030 memory: 2308 2022/08/31 12:31:33 - mmengine - INFO - Epoch(val) [16][3700/6282] eta: 0:01:58 time: 0.0459 data_time: 0.0029 memory: 2308 2022/08/31 12:31:34 - mmengine - INFO - Epoch(val) [16][3720/6282] eta: 0:01:58 time: 0.0461 data_time: 0.0027 memory: 2308 2022/08/31 12:31:35 - mmengine - INFO - Epoch(val) [16][3740/6282] eta: 0:01:50 time: 0.0436 data_time: 0.0028 memory: 2308 2022/08/31 12:31:36 - mmengine - INFO - Epoch(val) [16][3760/6282] eta: 0:01:52 time: 0.0448 data_time: 0.0033 memory: 2308 2022/08/31 12:31:37 - mmengine - INFO - Epoch(val) [16][3780/6282] eta: 0:01:51 time: 0.0445 data_time: 0.0027 memory: 2308 2022/08/31 12:31:38 - mmengine - INFO - Epoch(val) [16][3800/6282] eta: 0:01:54 time: 0.0463 data_time: 0.0022 memory: 2308 2022/08/31 12:31:39 - mmengine - INFO - Epoch(val) [16][3820/6282] eta: 0:01:52 time: 0.0457 data_time: 0.0025 memory: 2308 2022/08/31 12:31:40 - mmengine - INFO - Epoch(val) [16][3840/6282] eta: 0:01:49 time: 0.0448 data_time: 0.0031 memory: 2308 2022/08/31 12:31:41 - mmengine - INFO - Epoch(val) [16][3860/6282] eta: 0:03:03 time: 0.0758 data_time: 0.0047 memory: 2308 2022/08/31 12:31:42 - mmengine - INFO - Epoch(val) [16][3880/6282] eta: 0:01:48 time: 0.0450 data_time: 0.0033 memory: 2308 2022/08/31 12:31:43 - mmengine - INFO - Epoch(val) [16][3900/6282] eta: 0:01:47 time: 0.0452 data_time: 0.0030 memory: 2308 2022/08/31 12:31:44 - mmengine - INFO - Epoch(val) [16][3920/6282] eta: 0:01:35 time: 0.0404 data_time: 0.0023 memory: 2308 2022/08/31 12:31:45 - mmengine - INFO - Epoch(val) [16][3940/6282] eta: 0:01:36 time: 0.0411 data_time: 0.0025 memory: 2308 2022/08/31 12:31:46 - mmengine - INFO - Epoch(val) [16][3960/6282] eta: 0:01:47 time: 0.0464 data_time: 0.0030 memory: 2308 2022/08/31 12:31:47 - mmengine - INFO - Epoch(val) [16][3980/6282] eta: 0:01:45 time: 0.0460 data_time: 0.0024 memory: 2308 2022/08/31 12:31:48 - mmengine - INFO - Epoch(val) [16][4000/6282] eta: 0:01:40 time: 0.0441 data_time: 0.0027 memory: 2308 2022/08/31 12:31:48 - mmengine - INFO - Epoch(val) [16][4020/6282] eta: 0:01:30 time: 0.0400 data_time: 0.0022 memory: 2308 2022/08/31 12:31:49 - mmengine - INFO - Epoch(val) [16][4040/6282] eta: 0:01:45 time: 0.0469 data_time: 0.0026 memory: 2348 2022/08/31 12:31:50 - mmengine - INFO - Epoch(val) [16][4060/6282] eta: 0:02:02 time: 0.0552 data_time: 0.0022 memory: 2348 2022/08/31 12:31:51 - mmengine - INFO - Epoch(val) [16][4080/6282] eta: 0:01:41 time: 0.0461 data_time: 0.0023 memory: 2348 2022/08/31 12:31:52 - mmengine - INFO - Epoch(val) [16][4100/6282] eta: 0:01:36 time: 0.0442 data_time: 0.0020 memory: 2348 2022/08/31 12:31:53 - mmengine - INFO - Epoch(val) [16][4120/6282] eta: 0:01:34 time: 0.0437 data_time: 0.0018 memory: 2348 2022/08/31 12:31:54 - mmengine - INFO - Epoch(val) [16][4140/6282] eta: 0:01:27 time: 0.0408 data_time: 0.0021 memory: 2348 2022/08/31 12:31:55 - mmengine - INFO - Epoch(val) [16][4160/6282] eta: 0:01:33 time: 0.0440 data_time: 0.0032 memory: 2279 2022/08/31 12:31:56 - mmengine - INFO - Epoch(val) [16][4180/6282] eta: 0:01:27 time: 0.0415 data_time: 0.0025 memory: 2279 2022/08/31 12:31:57 - mmengine - INFO - Epoch(val) [16][4200/6282] eta: 0:01:30 time: 0.0435 data_time: 0.0031 memory: 2279 2022/08/31 12:31:57 - mmengine - INFO - Epoch(val) [16][4220/6282] eta: 0:01:21 time: 0.0396 data_time: 0.0022 memory: 2279 2022/08/31 12:31:58 - mmengine - INFO - Epoch(val) [16][4240/6282] eta: 0:01:31 time: 0.0447 data_time: 0.0024 memory: 2279 2022/08/31 12:31:59 - mmengine - INFO - Epoch(val) [16][4260/6282] eta: 0:01:34 time: 0.0468 data_time: 0.0028 memory: 2279 2022/08/31 12:32:01 - mmengine - INFO - Epoch(val) [16][4280/6282] eta: 0:02:09 time: 0.0646 data_time: 0.0024 memory: 2279 2022/08/31 12:32:01 - mmengine - INFO - Epoch(val) [16][4300/6282] eta: 0:01:24 time: 0.0425 data_time: 0.0030 memory: 2279 2022/08/31 12:32:02 - mmengine - INFO - Epoch(val) [16][4320/6282] eta: 0:01:29 time: 0.0457 data_time: 0.0028 memory: 2279 2022/08/31 12:32:03 - mmengine - INFO - Epoch(val) [16][4340/6282] eta: 0:01:29 time: 0.0459 data_time: 0.0031 memory: 2279 2022/08/31 12:32:04 - mmengine - INFO - Epoch(val) [16][4360/6282] eta: 0:01:24 time: 0.0441 data_time: 0.0027 memory: 2308 2022/08/31 12:32:05 - mmengine - INFO - Epoch(val) [16][4380/6282] eta: 0:01:22 time: 0.0433 data_time: 0.0030 memory: 2308 2022/08/31 12:32:06 - mmengine - INFO - Epoch(val) [16][4400/6282] eta: 0:01:18 time: 0.0418 data_time: 0.0025 memory: 2308 2022/08/31 12:32:07 - mmengine - INFO - Epoch(val) [16][4420/6282] eta: 0:01:18 time: 0.0422 data_time: 0.0019 memory: 2308 2022/08/31 12:32:08 - mmengine - INFO - Epoch(val) [16][4440/6282] eta: 0:01:21 time: 0.0445 data_time: 0.0021 memory: 2312 2022/08/31 12:32:09 - mmengine - INFO - Epoch(val) [16][4460/6282] eta: 0:01:17 time: 0.0425 data_time: 0.0024 memory: 2312 2022/08/31 12:32:09 - mmengine - INFO - Epoch(val) [16][4480/6282] eta: 0:01:14 time: 0.0415 data_time: 0.0028 memory: 2312 2022/08/31 12:32:10 - mmengine - INFO - Epoch(val) [16][4500/6282] eta: 0:01:28 time: 0.0495 data_time: 0.0035 memory: 2312 2022/08/31 12:32:11 - mmengine - INFO - Epoch(val) [16][4520/6282] eta: 0:01:13 time: 0.0418 data_time: 0.0035 memory: 2312 2022/08/31 12:32:12 - mmengine - INFO - Epoch(val) [16][4540/6282] eta: 0:01:10 time: 0.0403 data_time: 0.0025 memory: 2281 2022/08/31 12:32:13 - mmengine - INFO - Epoch(val) [16][4560/6282] eta: 0:01:16 time: 0.0444 data_time: 0.0028 memory: 2281 2022/08/31 12:32:14 - mmengine - INFO - Epoch(val) [16][4580/6282] eta: 0:01:13 time: 0.0430 data_time: 0.0025 memory: 2281 2022/08/31 12:32:15 - mmengine - INFO - Epoch(val) [16][4600/6282] eta: 0:01:11 time: 0.0427 data_time: 0.0034 memory: 2281 2022/08/31 12:32:15 - mmengine - INFO - Epoch(val) [16][4620/6282] eta: 0:01:07 time: 0.0404 data_time: 0.0022 memory: 2281 2022/08/31 12:32:16 - mmengine - INFO - Epoch(val) [16][4640/6282] eta: 0:01:10 time: 0.0429 data_time: 0.0024 memory: 2312 2022/08/31 12:32:17 - mmengine - INFO - Epoch(val) [16][4660/6282] eta: 0:01:12 time: 0.0446 data_time: 0.0026 memory: 2312 2022/08/31 12:32:18 - mmengine - INFO - Epoch(val) [16][4680/6282] eta: 0:01:13 time: 0.0460 data_time: 0.0020 memory: 2312 2022/08/31 12:32:19 - mmengine - INFO - Epoch(val) [16][4700/6282] eta: 0:01:11 time: 0.0452 data_time: 0.0026 memory: 2312 2022/08/31 12:32:20 - mmengine - INFO - Epoch(val) [16][4720/6282] eta: 0:01:08 time: 0.0438 data_time: 0.0021 memory: 2312 2022/08/31 12:32:21 - mmengine - INFO - Epoch(val) [16][4740/6282] eta: 0:01:42 time: 0.0662 data_time: 0.0024 memory: 2292 2022/08/31 12:32:22 - mmengine - INFO - Epoch(val) [16][4760/6282] eta: 0:01:12 time: 0.0475 data_time: 0.0027 memory: 2292 2022/08/31 12:32:23 - mmengine - INFO - Epoch(val) [16][4780/6282] eta: 0:01:04 time: 0.0430 data_time: 0.0046 memory: 2292 2022/08/31 12:32:24 - mmengine - INFO - Epoch(val) [16][4800/6282] eta: 0:01:09 time: 0.0466 data_time: 0.0028 memory: 2292 2022/08/31 12:32:25 - mmengine - INFO - Epoch(val) [16][4820/6282] eta: 0:01:05 time: 0.0450 data_time: 0.0027 memory: 2308 2022/08/31 12:32:26 - mmengine - INFO - Epoch(val) [16][4840/6282] eta: 0:01:03 time: 0.0439 data_time: 0.0032 memory: 2308 2022/08/31 12:32:27 - mmengine - INFO - Epoch(val) [16][4860/6282] eta: 0:01:03 time: 0.0446 data_time: 0.0046 memory: 2308 2022/08/31 12:32:28 - mmengine - INFO - Epoch(val) [16][4880/6282] eta: 0:00:58 time: 0.0419 data_time: 0.0025 memory: 2308 2022/08/31 12:32:28 - mmengine - INFO - Epoch(val) [16][4900/6282] eta: 0:01:03 time: 0.0461 data_time: 0.0026 memory: 2308 2022/08/31 12:32:29 - mmengine - INFO - Epoch(val) [16][4920/6282] eta: 0:00:54 time: 0.0401 data_time: 0.0020 memory: 2310 2022/08/31 12:32:30 - mmengine - INFO - Epoch(val) [16][4940/6282] eta: 0:01:07 time: 0.0504 data_time: 0.0051 memory: 2310 2022/08/31 12:32:31 - mmengine - INFO - Epoch(val) [16][4960/6282] eta: 0:01:02 time: 0.0472 data_time: 0.0028 memory: 2310 2022/08/31 12:32:32 - mmengine - INFO - Epoch(val) [16][4980/6282] eta: 0:01:03 time: 0.0491 data_time: 0.0033 memory: 2310 2022/08/31 12:32:33 - mmengine - INFO - Epoch(val) [16][5000/6282] eta: 0:00:53 time: 0.0419 data_time: 0.0022 memory: 2310 2022/08/31 12:32:34 - mmengine - INFO - Epoch(val) [16][5020/6282] eta: 0:00:53 time: 0.0421 data_time: 0.0029 memory: 2310 2022/08/31 12:32:35 - mmengine - INFO - Epoch(val) [16][5040/6282] eta: 0:00:45 time: 0.0363 data_time: 0.0022 memory: 2281 2022/08/31 12:32:36 - mmengine - INFO - Epoch(val) [16][5060/6282] eta: 0:00:54 time: 0.0445 data_time: 0.0028 memory: 2281 2022/08/31 12:32:37 - mmengine - INFO - Epoch(val) [16][5080/6282] eta: 0:00:58 time: 0.0489 data_time: 0.0032 memory: 2281 2022/08/31 12:32:37 - mmengine - INFO - Epoch(val) [16][5100/6282] eta: 0:00:51 time: 0.0433 data_time: 0.0026 memory: 2281 2022/08/31 12:32:38 - mmengine - INFO - Epoch(val) [16][5120/6282] eta: 0:00:52 time: 0.0450 data_time: 0.0019 memory: 2281 2022/08/31 12:32:39 - mmengine - INFO - Epoch(val) [16][5140/6282] eta: 0:00:48 time: 0.0426 data_time: 0.0024 memory: 2279 2022/08/31 12:32:41 - mmengine - INFO - Epoch(val) [16][5160/6282] eta: 0:01:16 time: 0.0682 data_time: 0.0022 memory: 2279 2022/08/31 12:32:42 - mmengine - INFO - Epoch(val) [16][5180/6282] eta: 0:00:54 time: 0.0490 data_time: 0.0077 memory: 2279 2022/08/31 12:32:42 - mmengine - INFO - Epoch(val) [16][5200/6282] eta: 0:00:48 time: 0.0447 data_time: 0.0031 memory: 2279 2022/08/31 12:32:43 - mmengine - INFO - Epoch(val) [16][5220/6282] eta: 0:00:41 time: 0.0387 data_time: 0.0027 memory: 2279 2022/08/31 12:32:44 - mmengine - INFO - Epoch(val) [16][5240/6282] eta: 0:00:54 time: 0.0525 data_time: 0.0017 memory: 2282 2022/08/31 12:32:45 - mmengine - INFO - Epoch(val) [16][5260/6282] eta: 0:00:42 time: 0.0416 data_time: 0.0021 memory: 2279 2022/08/31 12:32:46 - mmengine - INFO - Epoch(val) [16][5280/6282] eta: 0:00:46 time: 0.0466 data_time: 0.0022 memory: 2279 2022/08/31 12:32:47 - mmengine - INFO - Epoch(val) [16][5300/6282] eta: 0:00:43 time: 0.0442 data_time: 0.0043 memory: 2279 2022/08/31 12:32:48 - mmengine - INFO - Epoch(val) [16][5320/6282] eta: 0:00:39 time: 0.0414 data_time: 0.0018 memory: 2279 2022/08/31 12:32:49 - mmengine - INFO - Epoch(val) [16][5340/6282] eta: 0:00:40 time: 0.0426 data_time: 0.0024 memory: 2279 2022/08/31 12:32:50 - mmengine - INFO - Epoch(val) [16][5360/6282] eta: 0:00:36 time: 0.0399 data_time: 0.0019 memory: 2279 2022/08/31 12:32:51 - mmengine - INFO - Epoch(val) [16][5380/6282] eta: 0:00:51 time: 0.0572 data_time: 0.0032 memory: 2279 2022/08/31 12:32:52 - mmengine - INFO - Epoch(val) [16][5400/6282] eta: 0:00:44 time: 0.0501 data_time: 0.0027 memory: 2279 2022/08/31 12:32:53 - mmengine - INFO - Epoch(val) [16][5420/6282] eta: 0:00:36 time: 0.0418 data_time: 0.0018 memory: 2279 2022/08/31 12:32:53 - mmengine - INFO - Epoch(val) [16][5440/6282] eta: 0:00:37 time: 0.0443 data_time: 0.0035 memory: 2279 2022/08/31 12:32:54 - mmengine - INFO - Epoch(val) [16][5460/6282] eta: 0:00:33 time: 0.0402 data_time: 0.0027 memory: 2279 2022/08/31 12:32:55 - mmengine - INFO - Epoch(val) [16][5480/6282] eta: 0:00:33 time: 0.0416 data_time: 0.0024 memory: 2279 2022/08/31 12:32:56 - mmengine - INFO - Epoch(val) [16][5500/6282] eta: 0:00:32 time: 0.0421 data_time: 0.0025 memory: 2279 2022/08/31 12:32:57 - mmengine - INFO - Epoch(val) [16][5520/6282] eta: 0:00:32 time: 0.0430 data_time: 0.0028 memory: 2289 2022/08/31 12:32:58 - mmengine - INFO - Epoch(val) [16][5540/6282] eta: 0:00:32 time: 0.0437 data_time: 0.0025 memory: 2289 2022/08/31 12:32:59 - mmengine - INFO - Epoch(val) [16][5560/6282] eta: 0:00:32 time: 0.0445 data_time: 0.0017 memory: 2289 2022/08/31 12:32:59 - mmengine - INFO - Epoch(val) [16][5580/6282] eta: 0:00:28 time: 0.0412 data_time: 0.0025 memory: 2289 2022/08/31 12:33:01 - mmengine - INFO - Epoch(val) [16][5600/6282] eta: 0:00:45 time: 0.0667 data_time: 0.0024 memory: 2289 2022/08/31 12:33:02 - mmengine - INFO - Epoch(val) [16][5620/6282] eta: 0:00:28 time: 0.0431 data_time: 0.0029 memory: 2289 2022/08/31 12:33:02 - mmengine - INFO - Epoch(val) [16][5640/6282] eta: 0:00:27 time: 0.0429 data_time: 0.0035 memory: 2279 2022/08/31 12:33:03 - mmengine - INFO - Epoch(val) [16][5660/6282] eta: 0:00:25 time: 0.0405 data_time: 0.0026 memory: 2279 2022/08/31 12:33:04 - mmengine - INFO - Epoch(val) [16][5680/6282] eta: 0:00:24 time: 0.0412 data_time: 0.0023 memory: 2279 2022/08/31 12:33:05 - mmengine - INFO - Epoch(val) [16][5700/6282] eta: 0:00:22 time: 0.0395 data_time: 0.0017 memory: 2279 2022/08/31 12:33:06 - mmengine - INFO - Epoch(val) [16][5720/6282] eta: 0:00:23 time: 0.0426 data_time: 0.0023 memory: 2296 2022/08/31 12:33:07 - mmengine - INFO - Epoch(val) [16][5740/6282] eta: 0:00:21 time: 0.0401 data_time: 0.0022 memory: 2296 2022/08/31 12:33:08 - mmengine - INFO - Epoch(val) [16][5760/6282] eta: 0:00:22 time: 0.0440 data_time: 0.0021 memory: 2296 2022/08/31 12:33:08 - mmengine - INFO - Epoch(val) [16][5780/6282] eta: 0:00:24 time: 0.0491 data_time: 0.0019 memory: 2296 2022/08/31 12:33:09 - mmengine - INFO - Epoch(val) [16][5800/6282] eta: 0:00:20 time: 0.0425 data_time: 0.0020 memory: 2296 2022/08/31 12:33:10 - mmengine - INFO - Epoch(val) [16][5820/6282] eta: 0:00:23 time: 0.0499 data_time: 0.0037 memory: 2296 2022/08/31 12:33:11 - mmengine - INFO - Epoch(val) [16][5840/6282] eta: 0:00:17 time: 0.0404 data_time: 0.0029 memory: 2289 2022/08/31 12:33:12 - mmengine - INFO - Epoch(val) [16][5860/6282] eta: 0:00:16 time: 0.0400 data_time: 0.0020 memory: 2289 2022/08/31 12:33:13 - mmengine - INFO - Epoch(val) [16][5880/6282] eta: 0:00:16 time: 0.0411 data_time: 0.0023 memory: 2289 2022/08/31 12:33:14 - mmengine - INFO - Epoch(val) [16][5900/6282] eta: 0:00:16 time: 0.0436 data_time: 0.0029 memory: 2289 2022/08/31 12:33:15 - mmengine - INFO - Epoch(val) [16][5920/6282] eta: 0:00:16 time: 0.0443 data_time: 0.0025 memory: 2289 2022/08/31 12:33:15 - mmengine - INFO - Epoch(val) [16][5940/6282] eta: 0:00:14 time: 0.0411 data_time: 0.0028 memory: 2279 2022/08/31 12:33:16 - mmengine - INFO - Epoch(val) [16][5960/6282] eta: 0:00:14 time: 0.0445 data_time: 0.0027 memory: 2279 2022/08/31 12:33:17 - mmengine - INFO - Epoch(val) [16][5980/6282] eta: 0:00:12 time: 0.0429 data_time: 0.0028 memory: 2279 2022/08/31 12:33:18 - mmengine - INFO - Epoch(val) [16][6000/6282] eta: 0:00:13 time: 0.0464 data_time: 0.0028 memory: 2308 2022/08/31 12:33:19 - mmengine - INFO - Epoch(val) [16][6020/6282] eta: 0:00:11 time: 0.0431 data_time: 0.0021 memory: 2308 2022/08/31 12:33:20 - mmengine - INFO - Epoch(val) [16][6040/6282] eta: 0:00:10 time: 0.0417 data_time: 0.0022 memory: 2308 2022/08/31 12:33:21 - mmengine - INFO - Epoch(val) [16][6060/6282] eta: 0:00:14 time: 0.0673 data_time: 0.0030 memory: 2308 2022/08/31 12:33:22 - mmengine - INFO - Epoch(val) [16][6080/6282] eta: 0:00:09 time: 0.0464 data_time: 0.0031 memory: 2308 2022/08/31 12:33:23 - mmengine - INFO - Epoch(val) [16][6100/6282] eta: 0:00:08 time: 0.0472 data_time: 0.0020 memory: 2308 2022/08/31 12:33:24 - mmengine - INFO - Epoch(val) [16][6120/6282] eta: 0:00:07 time: 0.0466 data_time: 0.0020 memory: 2308 2022/08/31 12:33:25 - mmengine - INFO - Epoch(val) [16][6140/6282] eta: 0:00:07 time: 0.0559 data_time: 0.0020 memory: 2308 2022/08/31 12:33:26 - mmengine - INFO - Epoch(val) [16][6160/6282] eta: 0:00:06 time: 0.0530 data_time: 0.0019 memory: 2308 2022/08/31 12:33:27 - mmengine - INFO - Epoch(val) [16][6180/6282] eta: 0:00:04 time: 0.0444 data_time: 0.0021 memory: 2308 2022/08/31 12:33:28 - mmengine - INFO - Epoch(val) [16][6200/6282] eta: 0:00:03 time: 0.0426 data_time: 0.0028 memory: 2308 2022/08/31 12:33:29 - mmengine - INFO - Epoch(val) [16][6220/6282] eta: 0:00:02 time: 0.0427 data_time: 0.0020 memory: 2308 2022/08/31 12:33:30 - mmengine - INFO - Epoch(val) [16][6240/6282] eta: 0:00:01 time: 0.0440 data_time: 0.0025 memory: 2308 2022/08/31 12:33:31 - mmengine - INFO - Epoch(val) [16][6260/6282] eta: 0:00:00 time: 0.0390 data_time: 0.0027 memory: 2308 2022/08/31 12:33:31 - mmengine - INFO - Epoch(val) [16][6280/6282] eta: 0:00:00 time: 0.0406 data_time: 0.0016 memory: 2308 2022/08/31 12:38:55 - mmengine - INFO - Epoch(val) [16][6282/6282] mAP/mAP@0.5IOU: 0.2407 2022/08/31 12:39:06 - mmengine - INFO - Epoch(train) [17][20/1921] lr: 1.5000e-03 eta: 1:06:19 time: 0.5470 data_time: 0.0364 memory: 8594 grad_norm: 0.0990 recall@thr=0.5: 0.8448 prec@thr=0.5: 0.8247 recall@top3: 0.8534 prec@top3: 0.6322 recall@top5: 0.9195 prec@top5: 0.4276 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 12:39:17 - mmengine - INFO - Epoch(train) [17][40/1921] lr: 1.5000e-03 eta: 1:06:08 time: 0.5121 data_time: 0.0165 memory: 8491 grad_norm: 0.0961 recall@thr=0.5: 0.7639 prec@thr=0.5: 0.7014 recall@top3: 0.8819 prec@top3: 0.5694 recall@top5: 0.9375 prec@top5: 0.3667 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 12:39:27 - mmengine - INFO - Epoch(train) [17][60/1921] lr: 1.5000e-03 eta: 1:05:58 time: 0.5059 data_time: 0.0204 memory: 8500 grad_norm: 0.0951 recall@thr=0.5: 0.8727 prec@thr=0.5: 0.8879 recall@top3: 0.8793 prec@top3: 0.7273 recall@top5: 0.9798 prec@top5: 0.5030 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 12:39:37 - mmengine - INFO - Epoch(train) [17][80/1921] lr: 1.5000e-03 eta: 1:05:47 time: 0.5295 data_time: 0.0146 memory: 8474 grad_norm: 0.0970 recall@thr=0.5: 0.7688 prec@thr=0.5: 0.8591 recall@top3: 0.8145 prec@top3: 0.7957 recall@top5: 0.9570 prec@top5: 0.5806 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 12:39:49 - mmengine - INFO - Epoch(train) [17][100/1921] lr: 1.5000e-03 eta: 1:05:37 time: 0.5574 data_time: 0.0218 memory: 8526 grad_norm: 0.0921 recall@thr=0.5: 0.8075 prec@thr=0.5: 0.8640 recall@top3: 0.8781 prec@top3: 0.7807 recall@top5: 1.0000 prec@top5: 0.5632 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 12:39:59 - mmengine - INFO - Epoch(train) [17][120/1921] lr: 1.5000e-03 eta: 1:05:27 time: 0.5179 data_time: 0.0156 memory: 8552 grad_norm: 0.1037 recall@thr=0.5: 0.6759 prec@thr=0.5: 0.8395 recall@top3: 0.8395 prec@top3: 0.6790 recall@top5: 0.9136 prec@top5: 0.4519 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 12:40:10 - mmengine - INFO - Epoch(train) [17][140/1921] lr: 1.5000e-03 eta: 1:05:16 time: 0.5396 data_time: 0.0209 memory: 8517 grad_norm: 0.0969 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.8483 recall@top3: 0.7937 prec@top3: 0.6917 recall@top5: 0.9229 prec@top5: 0.4950 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 12:40:20 - mmengine - INFO - Epoch(train) [17][160/1921] lr: 1.5000e-03 eta: 1:05:06 time: 0.5365 data_time: 0.0235 memory: 8577 grad_norm: 0.0978 recall@thr=0.5: 0.5968 prec@thr=0.5: 0.6263 recall@top3: 0.7258 prec@top3: 0.4839 recall@top5: 0.9516 prec@top5: 0.3613 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 12:40:31 - mmengine - INFO - Epoch(train) [17][180/1921] lr: 1.5000e-03 eta: 1:04:56 time: 0.5257 data_time: 0.0199 memory: 8705 grad_norm: 0.0959 recall@thr=0.5: 0.5906 prec@thr=0.5: 0.7971 recall@top3: 0.8225 prec@top3: 0.6522 recall@top5: 0.9855 prec@top5: 0.4696 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:40:42 - mmengine - INFO - Epoch(train) [17][200/1921] lr: 1.5000e-03 eta: 1:04:45 time: 0.5408 data_time: 0.0164 memory: 8542 grad_norm: 0.1025 recall@thr=0.5: 0.8405 prec@thr=0.5: 0.9024 recall@top3: 0.8881 prec@top3: 0.6571 recall@top5: 0.9857 prec@top5: 0.4571 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 12:40:52 - mmengine - INFO - Epoch(train) [17][220/1921] lr: 1.5000e-03 eta: 1:04:35 time: 0.5305 data_time: 0.0208 memory: 8542 grad_norm: 0.0982 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.9853 recall@top3: 0.8897 prec@top3: 0.7451 recall@top5: 1.0000 prec@top5: 0.5118 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 12:41:03 - mmengine - INFO - Epoch(train) [17][240/1921] lr: 1.5000e-03 eta: 1:04:25 time: 0.5132 data_time: 0.0157 memory: 8534 grad_norm: 0.0950 recall@thr=0.5: 0.7741 prec@thr=0.5: 0.7204 recall@top3: 0.7870 prec@top3: 0.6074 recall@top5: 0.9185 prec@top5: 0.4444 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:41:13 - mmengine - INFO - Epoch(train) [17][260/1921] lr: 1.5000e-03 eta: 1:04:14 time: 0.5382 data_time: 0.0202 memory: 8585 grad_norm: 0.0980 recall@thr=0.5: 0.7663 prec@thr=0.5: 0.8268 recall@top3: 0.8693 prec@top3: 0.7451 recall@top5: 0.9771 prec@top5: 0.5059 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 12:41:15 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 12:41:23 - mmengine - INFO - Epoch(train) [17][280/1921] lr: 1.5000e-03 eta: 1:04:04 time: 0.4982 data_time: 0.0154 memory: 8594 grad_norm: 0.0946 recall@thr=0.5: 0.6129 prec@thr=0.5: 0.7312 recall@top3: 0.8763 prec@top3: 0.6989 recall@top5: 0.9355 prec@top5: 0.4581 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 12:41:34 - mmengine - INFO - Epoch(train) [17][300/1921] lr: 1.5000e-03 eta: 1:03:54 time: 0.5294 data_time: 0.0189 memory: 8594 grad_norm: 0.0960 recall@thr=0.5: 0.8495 prec@thr=0.5: 0.8914 recall@top3: 0.8978 prec@top3: 0.7419 recall@top5: 0.9919 prec@top5: 0.5097 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 12:41:44 - mmengine - INFO - Epoch(train) [17][320/1921] lr: 1.5000e-03 eta: 1:03:43 time: 0.5269 data_time: 0.0182 memory: 8629 grad_norm: 0.0948 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.8452 recall@top3: 0.8595 prec@top3: 0.7048 recall@top5: 0.9690 prec@top5: 0.4914 loss_action_cls: 0.0308 loss: 0.0308 2022/08/31 12:41:54 - mmengine - INFO - Epoch(train) [17][340/1921] lr: 1.5000e-03 eta: 1:03:33 time: 0.4946 data_time: 0.0210 memory: 8568 grad_norm: 0.0988 recall@thr=0.5: 0.5933 prec@thr=0.5: 0.6600 recall@top3: 0.7667 prec@top3: 0.5333 recall@top5: 0.9067 prec@top5: 0.3920 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 12:42:05 - mmengine - INFO - Epoch(train) [17][360/1921] lr: 1.5000e-03 eta: 1:03:22 time: 0.5147 data_time: 0.0139 memory: 8526 grad_norm: 0.0953 recall@thr=0.5: 0.6955 prec@thr=0.5: 0.8077 recall@top3: 0.9038 prec@top3: 0.6667 recall@top5: 0.9135 prec@top5: 0.4077 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 12:42:15 - mmengine - INFO - Epoch(train) [17][380/1921] lr: 1.5000e-03 eta: 1:03:12 time: 0.5328 data_time: 0.0197 memory: 8585 grad_norm: 0.0957 recall@thr=0.5: 0.6937 prec@thr=0.5: 0.7838 recall@top3: 0.8604 prec@top3: 0.6396 recall@top5: 0.9324 prec@top5: 0.4324 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 12:42:26 - mmengine - INFO - Epoch(train) [17][400/1921] lr: 1.5000e-03 eta: 1:03:02 time: 0.5311 data_time: 0.0158 memory: 8517 grad_norm: 0.0970 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.7333 recall@top3: 0.7639 prec@top3: 0.6000 recall@top5: 0.8639 prec@top5: 0.4133 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 12:42:36 - mmengine - INFO - Epoch(train) [17][420/1921] lr: 1.5000e-03 eta: 1:02:51 time: 0.4957 data_time: 0.0201 memory: 8577 grad_norm: 0.0979 recall@thr=0.5: 0.7454 prec@thr=0.5: 0.8532 recall@top3: 0.8333 prec@top3: 0.7593 recall@top5: 0.9907 prec@top5: 0.5500 loss_action_cls: 0.0360 loss: 0.0360 2022/08/31 12:42:46 - mmengine - INFO - Epoch(train) [17][440/1921] lr: 1.5000e-03 eta: 1:02:41 time: 0.5155 data_time: 0.0140 memory: 8602 grad_norm: 0.0998 recall@thr=0.5: 0.8118 prec@thr=0.5: 0.9247 recall@top3: 0.8871 prec@top3: 0.8065 recall@top5: 1.0000 prec@top5: 0.5548 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 12:42:56 - mmengine - INFO - Epoch(train) [17][460/1921] lr: 1.5000e-03 eta: 1:02:30 time: 0.5115 data_time: 0.0200 memory: 8602 grad_norm: 0.0957 recall@thr=0.5: 0.7991 prec@thr=0.5: 0.9009 recall@top3: 0.8383 prec@top3: 0.8108 recall@top5: 0.9856 prec@top5: 0.5946 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 12:43:07 - mmengine - INFO - Epoch(train) [17][480/1921] lr: 1.5000e-03 eta: 1:02:20 time: 0.5268 data_time: 0.0169 memory: 8612 grad_norm: 0.0955 recall@thr=0.5: 0.7775 prec@thr=0.5: 0.8725 recall@top3: 0.8804 prec@top3: 0.7059 recall@top5: 0.9451 prec@top5: 0.4647 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 12:43:17 - mmengine - INFO - Epoch(train) [17][500/1921] lr: 1.5000e-03 eta: 1:02:10 time: 0.5116 data_time: 0.0228 memory: 8645 grad_norm: 0.0962 recall@thr=0.5: 0.9216 prec@thr=0.5: 0.9412 recall@top3: 0.9706 prec@top3: 0.7059 recall@top5: 1.0000 prec@top5: 0.4412 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:43:28 - mmengine - INFO - Epoch(train) [17][520/1921] lr: 1.5000e-03 eta: 1:01:59 time: 0.5186 data_time: 0.0159 memory: 8526 grad_norm: 0.1006 recall@thr=0.5: 0.7228 prec@thr=0.5: 0.9149 recall@top3: 0.8333 prec@top3: 0.7391 recall@top5: 0.9728 prec@top5: 0.5261 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 12:43:38 - mmengine - INFO - Epoch(train) [17][540/1921] lr: 1.5000e-03 eta: 1:01:49 time: 0.5242 data_time: 0.0197 memory: 8585 grad_norm: 0.0992 recall@thr=0.5: 0.7566 prec@thr=0.5: 0.7873 recall@top3: 0.8991 prec@top3: 0.6930 recall@top5: 0.9474 prec@top5: 0.4526 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 12:43:48 - mmengine - INFO - Epoch(train) [17][560/1921] lr: 1.5000e-03 eta: 1:01:38 time: 0.5127 data_time: 0.0173 memory: 8508 grad_norm: 0.0989 recall@thr=0.5: 0.8198 prec@thr=0.5: 0.9323 recall@top3: 0.8526 prec@top3: 0.8021 recall@top5: 0.9740 prec@top5: 0.5687 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 12:43:58 - mmengine - INFO - Epoch(train) [17][580/1921] lr: 1.5000e-03 eta: 1:01:28 time: 0.4931 data_time: 0.0215 memory: 8552 grad_norm: 0.0988 recall@thr=0.5: 0.7278 prec@thr=0.5: 0.8722 recall@top3: 0.8306 prec@top3: 0.7333 recall@top5: 0.9667 prec@top5: 0.5267 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 12:44:09 - mmengine - INFO - Epoch(train) [17][600/1921] lr: 1.5000e-03 eta: 1:01:18 time: 0.5256 data_time: 0.0133 memory: 8534 grad_norm: 0.0980 recall@thr=0.5: 0.8611 prec@thr=0.5: 0.9848 recall@top3: 0.9369 prec@top3: 0.8485 recall@top5: 0.9773 prec@top5: 0.5333 loss_action_cls: 0.0344 loss: 0.0344 2022/08/31 12:44:20 - mmengine - INFO - Epoch(train) [17][620/1921] lr: 1.5000e-03 eta: 1:01:07 time: 0.5418 data_time: 0.0205 memory: 8508 grad_norm: 0.0934 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8561 recall@top3: 0.8838 prec@top3: 0.7273 recall@top5: 0.9444 prec@top5: 0.4727 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 12:44:30 - mmengine - INFO - Epoch(train) [17][640/1921] lr: 1.5000e-03 eta: 1:00:57 time: 0.5088 data_time: 0.0194 memory: 8508 grad_norm: 0.0981 recall@thr=0.5: 0.6433 prec@thr=0.5: 0.8133 recall@top3: 0.8000 prec@top3: 0.6533 recall@top5: 0.9600 prec@top5: 0.4880 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 12:44:41 - mmengine - INFO - Epoch(train) [17][660/1921] lr: 1.5000e-03 eta: 1:00:47 time: 0.5573 data_time: 0.0230 memory: 8526 grad_norm: 0.0954 recall@thr=0.5: 0.7680 prec@thr=0.5: 0.9167 recall@top3: 0.8761 prec@top3: 0.8559 recall@top5: 0.9752 prec@top5: 0.5838 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 12:44:51 - mmengine - INFO - Epoch(train) [17][680/1921] lr: 1.5000e-03 eta: 1:00:36 time: 0.5028 data_time: 0.0184 memory: 8500 grad_norm: 0.0957 recall@thr=0.5: 0.8163 prec@thr=0.5: 0.9185 recall@top3: 0.8519 prec@top3: 0.7852 recall@top5: 0.9259 prec@top5: 0.5200 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 12:45:01 - mmengine - INFO - Epoch(train) [17][700/1921] lr: 1.5000e-03 eta: 1:00:26 time: 0.5100 data_time: 0.0168 memory: 8577 grad_norm: 0.0965 recall@thr=0.5: 0.8190 prec@thr=0.5: 0.8619 recall@top3: 0.8690 prec@top3: 0.7048 recall@top5: 0.9929 prec@top5: 0.4800 loss_action_cls: 0.0297 loss: 0.0297 2022/08/31 12:45:12 - mmengine - INFO - Epoch(train) [17][720/1921] lr: 1.5000e-03 eta: 1:00:15 time: 0.5359 data_time: 0.0247 memory: 8577 grad_norm: 0.0946 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8958 recall@top3: 0.7917 prec@top3: 0.6389 recall@top5: 0.9861 prec@top5: 0.5000 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:45:22 - mmengine - INFO - Epoch(train) [17][740/1921] lr: 1.5000e-03 eta: 1:00:05 time: 0.5186 data_time: 0.0165 memory: 8552 grad_norm: 0.0934 recall@thr=0.5: 0.8531 prec@thr=0.5: 0.8443 recall@top3: 0.9189 prec@top3: 0.8684 recall@top5: 0.9868 prec@top5: 0.5632 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 12:45:33 - mmengine - INFO - Epoch(train) [17][760/1921] lr: 1.5000e-03 eta: 0:59:55 time: 0.5163 data_time: 0.0177 memory: 8534 grad_norm: 0.0974 recall@thr=0.5: 0.8569 prec@thr=0.5: 0.8924 recall@top3: 0.8847 prec@top3: 0.6528 recall@top5: 0.9417 prec@top5: 0.4333 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 12:45:43 - mmengine - INFO - Epoch(train) [17][780/1921] lr: 1.5000e-03 eta: 0:59:44 time: 0.5149 data_time: 0.0174 memory: 8568 grad_norm: 0.0966 recall@thr=0.5: 0.6826 prec@thr=0.5: 0.7815 recall@top3: 0.8396 prec@top3: 0.6667 recall@top5: 0.9281 prec@top5: 0.4578 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 12:45:53 - mmengine - INFO - Epoch(train) [17][800/1921] lr: 1.5000e-03 eta: 0:59:34 time: 0.5011 data_time: 0.0212 memory: 8465 grad_norm: 0.0959 recall@thr=0.5: 0.8594 prec@thr=0.5: 0.8823 recall@top3: 0.9036 prec@top3: 0.7604 recall@top5: 0.9896 prec@top5: 0.5125 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 12:46:04 - mmengine - INFO - Epoch(train) [17][820/1921] lr: 1.5000e-03 eta: 0:59:24 time: 0.5373 data_time: 0.0173 memory: 8568 grad_norm: 0.0938 recall@thr=0.5: 0.6915 prec@thr=0.5: 0.8227 recall@top3: 0.8032 prec@top3: 0.7872 recall@top5: 0.9663 prec@top5: 0.5787 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 12:46:14 - mmengine - INFO - Epoch(train) [17][840/1921] lr: 1.5000e-03 eta: 0:59:13 time: 0.4988 data_time: 0.0215 memory: 8568 grad_norm: 0.0957 recall@thr=0.5: 0.6369 prec@thr=0.5: 0.8207 recall@top3: 0.7919 prec@top3: 0.6768 recall@top5: 0.9697 prec@top5: 0.5212 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 12:46:24 - mmengine - INFO - Epoch(train) [17][860/1921] lr: 1.5000e-03 eta: 0:59:03 time: 0.5265 data_time: 0.0169 memory: 8542 grad_norm: 0.0954 recall@thr=0.5: 0.7106 prec@thr=0.5: 0.7792 recall@top3: 0.8079 prec@top3: 0.6852 recall@top5: 0.9167 prec@top5: 0.4778 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 12:46:34 - mmengine - INFO - Epoch(train) [17][880/1921] lr: 1.5000e-03 eta: 0:58:52 time: 0.5087 data_time: 0.0170 memory: 8612 grad_norm: 0.1007 recall@thr=0.5: 0.8793 prec@thr=0.5: 0.9253 recall@top3: 0.9080 prec@top3: 0.7356 recall@top5: 0.9914 prec@top5: 0.4966 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 12:46:44 - mmengine - INFO - Epoch(train) [17][900/1921] lr: 1.5000e-03 eta: 0:58:42 time: 0.5099 data_time: 0.0198 memory: 8637 grad_norm: 0.0978 recall@thr=0.5: 0.8281 prec@thr=0.5: 0.7292 recall@top3: 0.8802 prec@top3: 0.6354 recall@top5: 0.9531 prec@top5: 0.4312 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 12:46:55 - mmengine - INFO - Epoch(train) [17][920/1921] lr: 1.5000e-03 eta: 0:58:31 time: 0.5201 data_time: 0.0156 memory: 8542 grad_norm: 0.0976 recall@thr=0.5: 0.7038 prec@thr=0.5: 0.8868 recall@top3: 0.8132 prec@top3: 0.7094 recall@top5: 0.9205 prec@top5: 0.4974 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 12:47:05 - mmengine - INFO - Epoch(train) [17][940/1921] lr: 1.5000e-03 eta: 0:58:21 time: 0.5088 data_time: 0.0179 memory: 8594 grad_norm: 0.0976 recall@thr=0.5: 0.7566 prec@thr=0.5: 0.8553 recall@top3: 0.9013 prec@top3: 0.7719 recall@top5: 1.0000 prec@top5: 0.5211 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 12:47:16 - mmengine - INFO - Epoch(train) [17][960/1921] lr: 1.5000e-03 eta: 0:58:11 time: 0.5584 data_time: 0.0179 memory: 8552 grad_norm: 0.0966 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.7720 recall@top3: 0.8295 prec@top3: 0.6970 recall@top5: 0.9830 prec@top5: 0.5000 loss_action_cls: 0.0304 loss: 0.0304 2022/08/31 12:47:27 - mmengine - INFO - Epoch(train) [17][980/1921] lr: 1.5000e-03 eta: 0:58:00 time: 0.5168 data_time: 0.0193 memory: 8552 grad_norm: 0.0929 recall@thr=0.5: 0.7979 prec@thr=0.5: 0.8437 recall@top3: 0.9000 prec@top3: 0.7333 recall@top5: 0.9750 prec@top5: 0.4900 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 12:47:37 - mmengine - INFO - Epoch(train) [17][1000/1921] lr: 1.5000e-03 eta: 0:57:50 time: 0.5384 data_time: 0.0210 memory: 8517 grad_norm: 0.0986 recall@thr=0.5: 0.5905 prec@thr=0.5: 0.7262 recall@top3: 0.7071 prec@top3: 0.6476 recall@top5: 0.8690 prec@top5: 0.4800 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 12:47:47 - mmengine - INFO - Epoch(train) [17][1020/1921] lr: 1.5000e-03 eta: 0:57:40 time: 0.5038 data_time: 0.0186 memory: 8526 grad_norm: 0.0990 recall@thr=0.5: 0.6868 prec@thr=0.5: 0.7569 recall@top3: 0.8167 prec@top3: 0.6528 recall@top5: 0.9083 prec@top5: 0.4500 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 12:47:58 - mmengine - INFO - Epoch(train) [17][1040/1921] lr: 1.5000e-03 eta: 0:57:29 time: 0.5132 data_time: 0.0169 memory: 8552 grad_norm: 0.0958 recall@thr=0.5: 0.8266 prec@thr=0.5: 0.8491 recall@top3: 0.8671 prec@top3: 0.7297 recall@top5: 0.9595 prec@top5: 0.4973 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 12:48:08 - mmengine - INFO - Epoch(train) [17][1060/1921] lr: 1.5000e-03 eta: 0:57:19 time: 0.5011 data_time: 0.0199 memory: 8474 grad_norm: 0.0996 recall@thr=0.5: 0.6634 prec@thr=0.5: 0.7523 recall@top3: 0.7505 prec@top3: 0.6389 recall@top5: 0.8880 prec@top5: 0.4556 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 12:48:18 - mmengine - INFO - Epoch(train) [17][1080/1921] lr: 1.5000e-03 eta: 0:57:08 time: 0.5210 data_time: 0.0171 memory: 8559 grad_norm: 0.0968 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.9613 recall@top3: 0.8631 prec@top3: 0.6905 recall@top5: 0.9464 prec@top5: 0.4643 loss_action_cls: 0.0292 loss: 0.0292 2022/08/31 12:48:29 - mmengine - INFO - Epoch(train) [17][1100/1921] lr: 1.5000e-03 eta: 0:56:58 time: 0.5254 data_time: 0.0176 memory: 8474 grad_norm: 0.0998 recall@thr=0.5: 0.8202 prec@thr=0.5: 0.8207 recall@top3: 0.9121 prec@top3: 0.6263 recall@top5: 0.9838 prec@top5: 0.4182 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 12:48:39 - mmengine - INFO - Epoch(train) [17][1120/1921] lr: 1.5000e-03 eta: 0:56:48 time: 0.5416 data_time: 0.0184 memory: 8577 grad_norm: 0.0965 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.7768 recall@top3: 0.8258 prec@top3: 0.6869 recall@top5: 0.9470 prec@top5: 0.4909 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 12:48:50 - mmengine - INFO - Epoch(train) [17][1140/1921] lr: 1.5000e-03 eta: 0:56:37 time: 0.5060 data_time: 0.0194 memory: 8534 grad_norm: 0.1002 recall@thr=0.5: 0.8133 prec@thr=0.5: 0.8667 recall@top3: 0.8717 prec@top3: 0.6889 recall@top5: 0.9533 prec@top5: 0.4667 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 12:49:00 - mmengine - INFO - Epoch(train) [17][1160/1921] lr: 1.5000e-03 eta: 0:56:27 time: 0.5019 data_time: 0.0150 memory: 8508 grad_norm: 0.0975 recall@thr=0.5: 0.7412 prec@thr=0.5: 0.7675 recall@top3: 0.8026 prec@top3: 0.6579 recall@top5: 0.9430 prec@top5: 0.4737 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 12:49:10 - mmengine - INFO - Epoch(train) [17][1180/1921] lr: 1.5000e-03 eta: 0:56:16 time: 0.5119 data_time: 0.0205 memory: 8526 grad_norm: 0.0941 recall@thr=0.5: 0.7299 prec@thr=0.5: 0.8218 recall@top3: 0.9368 prec@top3: 0.7471 recall@top5: 0.9655 prec@top5: 0.4690 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 12:49:20 - mmengine - INFO - Epoch(train) [17][1200/1921] lr: 1.5000e-03 eta: 0:56:06 time: 0.5111 data_time: 0.0199 memory: 8526 grad_norm: 0.0947 recall@thr=0.5: 0.8393 prec@thr=0.5: 0.8929 recall@top3: 0.9077 prec@top3: 0.7143 recall@top5: 0.9821 prec@top5: 0.4714 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 12:49:30 - mmengine - INFO - Epoch(train) [17][1220/1921] lr: 1.5000e-03 eta: 0:55:56 time: 0.4994 data_time: 0.0172 memory: 8465 grad_norm: 0.0988 recall@thr=0.5: 0.6131 prec@thr=0.5: 0.6548 recall@top3: 0.9048 prec@top3: 0.6310 recall@top5: 0.9286 prec@top5: 0.3929 loss_action_cls: 0.0301 loss: 0.0301 2022/08/31 12:49:41 - mmengine - INFO - Epoch(train) [17][1240/1921] lr: 1.5000e-03 eta: 0:55:45 time: 0.5219 data_time: 0.0181 memory: 8620 grad_norm: 0.0955 recall@thr=0.5: 0.7096 prec@thr=0.5: 0.7819 recall@top3: 0.8199 prec@top3: 0.7376 recall@top5: 0.9504 prec@top5: 0.5234 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 12:49:51 - mmengine - INFO - Epoch(train) [17][1260/1921] lr: 1.5000e-03 eta: 0:55:35 time: 0.5436 data_time: 0.0162 memory: 8637 grad_norm: 0.0949 recall@thr=0.5: 0.7448 prec@thr=0.5: 0.7619 recall@top3: 0.7948 prec@top3: 0.7238 recall@top5: 0.8990 prec@top5: 0.5086 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:49:53 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 12:50:01 - mmengine - INFO - Epoch(train) [17][1280/1921] lr: 1.5000e-03 eta: 0:55:24 time: 0.4926 data_time: 0.0222 memory: 8612 grad_norm: 0.0946 recall@thr=0.5: 0.7213 prec@thr=0.5: 0.8351 recall@top3: 0.8310 prec@top3: 0.7126 recall@top5: 0.8966 prec@top5: 0.4759 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 12:50:12 - mmengine - INFO - Epoch(train) [17][1300/1921] lr: 1.5000e-03 eta: 0:55:14 time: 0.5354 data_time: 0.0146 memory: 8526 grad_norm: 0.0951 recall@thr=0.5: 0.6897 prec@thr=0.5: 0.7988 recall@top3: 0.8736 prec@top3: 0.5862 recall@top5: 0.9655 prec@top5: 0.4069 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 12:50:22 - mmengine - INFO - Epoch(train) [17][1320/1921] lr: 1.5000e-03 eta: 0:55:04 time: 0.4923 data_time: 0.0178 memory: 8629 grad_norm: 0.0983 recall@thr=0.5: 0.6573 prec@thr=0.5: 0.8067 recall@top3: 0.7607 prec@top3: 0.7333 recall@top5: 0.9387 prec@top5: 0.5440 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 12:50:33 - mmengine - INFO - Epoch(train) [17][1340/1921] lr: 1.5000e-03 eta: 0:54:53 time: 0.5337 data_time: 0.0175 memory: 8552 grad_norm: 0.0939 recall@thr=0.5: 0.7879 prec@thr=0.5: 0.8333 recall@top3: 0.8662 prec@top3: 0.6869 recall@top5: 0.9343 prec@top5: 0.4545 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 12:50:43 - mmengine - INFO - Epoch(train) [17][1360/1921] lr: 1.5000e-03 eta: 0:54:43 time: 0.5012 data_time: 0.0180 memory: 8482 grad_norm: 0.0961 recall@thr=0.5: 0.8537 prec@thr=0.5: 0.8611 recall@top3: 0.8759 prec@top3: 0.6944 recall@top5: 0.9727 prec@top5: 0.4889 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 12:50:52 - mmengine - INFO - Epoch(train) [17][1380/1921] lr: 1.5000e-03 eta: 0:54:32 time: 0.4949 data_time: 0.0185 memory: 8534 grad_norm: 0.0949 recall@thr=0.5: 0.7661 prec@thr=0.5: 0.8871 recall@top3: 0.8978 prec@top3: 0.6452 recall@top5: 0.9677 prec@top5: 0.4323 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 12:51:03 - mmengine - INFO - Epoch(train) [17][1400/1921] lr: 1.5000e-03 eta: 0:54:22 time: 0.5156 data_time: 0.0133 memory: 8602 grad_norm: 0.0957 recall@thr=0.5: 0.7412 prec@thr=0.5: 0.7434 recall@top3: 0.7939 prec@top3: 0.6316 recall@top5: 0.9474 prec@top5: 0.4632 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 12:51:13 - mmengine - INFO - Epoch(train) [17][1420/1921] lr: 1.5000e-03 eta: 0:54:12 time: 0.5175 data_time: 0.0239 memory: 8585 grad_norm: 0.0918 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8472 recall@top3: 0.8588 prec@top3: 0.7037 recall@top5: 0.9931 prec@top5: 0.5056 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:51:23 - mmengine - INFO - Epoch(train) [17][1440/1921] lr: 1.5000e-03 eta: 0:54:01 time: 0.5122 data_time: 0.0170 memory: 8594 grad_norm: 0.0997 recall@thr=0.5: 0.7382 prec@thr=0.5: 0.7554 recall@top3: 0.7162 prec@top3: 0.6373 recall@top5: 0.8887 prec@top5: 0.4824 loss_action_cls: 0.0297 loss: 0.0297 2022/08/31 12:51:34 - mmengine - INFO - Epoch(train) [17][1460/1921] lr: 1.5000e-03 eta: 0:53:51 time: 0.5081 data_time: 0.0213 memory: 8542 grad_norm: 0.0980 recall@thr=0.5: 0.6581 prec@thr=0.5: 0.7650 recall@top3: 0.8547 prec@top3: 0.5556 recall@top5: 0.9573 prec@top5: 0.3949 loss_action_cls: 0.0362 loss: 0.0362 2022/08/31 12:51:44 - mmengine - INFO - Epoch(train) [17][1480/1921] lr: 1.5000e-03 eta: 0:53:40 time: 0.5076 data_time: 0.0163 memory: 8629 grad_norm: 0.0966 recall@thr=0.5: 0.7346 prec@thr=0.5: 0.7654 recall@top3: 0.8364 prec@top3: 0.6667 recall@top5: 0.9537 prec@top5: 0.4741 loss_action_cls: 0.0369 loss: 0.0369 2022/08/31 12:51:54 - mmengine - INFO - Epoch(train) [17][1500/1921] lr: 1.5000e-03 eta: 0:53:30 time: 0.5273 data_time: 0.0216 memory: 8629 grad_norm: 0.0976 recall@thr=0.5: 0.7581 prec@thr=0.5: 0.8306 recall@top3: 0.8898 prec@top3: 0.7634 recall@top5: 1.0000 prec@top5: 0.5290 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 12:52:04 - mmengine - INFO - Epoch(train) [17][1520/1921] lr: 1.5000e-03 eta: 0:53:20 time: 0.5128 data_time: 0.0175 memory: 8585 grad_norm: 0.0985 recall@thr=0.5: 0.7702 prec@thr=0.5: 0.8763 recall@top3: 0.8611 prec@top3: 0.7374 recall@top5: 0.9545 prec@top5: 0.4909 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 12:52:14 - mmengine - INFO - Epoch(train) [17][1540/1921] lr: 1.5000e-03 eta: 0:53:09 time: 0.4881 data_time: 0.0196 memory: 8585 grad_norm: 0.0989 recall@thr=0.5: 0.8201 prec@thr=0.5: 0.8826 recall@top3: 0.8087 prec@top3: 0.7121 recall@top5: 0.9564 prec@top5: 0.5182 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 12:52:25 - mmengine - INFO - Epoch(train) [17][1560/1921] lr: 1.5000e-03 eta: 0:52:59 time: 0.5162 data_time: 0.0162 memory: 8500 grad_norm: 0.0922 recall@thr=0.5: 0.6938 prec@thr=0.5: 0.8458 recall@top3: 0.8458 prec@top3: 0.6667 recall@top5: 0.9833 prec@top5: 0.4800 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 12:52:35 - mmengine - INFO - Epoch(train) [17][1580/1921] lr: 1.5000e-03 eta: 0:52:48 time: 0.5096 data_time: 0.0172 memory: 8585 grad_norm: 0.0980 recall@thr=0.5: 0.6605 prec@thr=0.5: 0.7337 recall@top3: 0.7428 prec@top3: 0.6087 recall@top5: 0.9351 prec@top5: 0.4739 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 12:52:45 - mmengine - INFO - Epoch(train) [17][1600/1921] lr: 1.5000e-03 eta: 0:52:38 time: 0.5201 data_time: 0.0200 memory: 8585 grad_norm: 0.0937 recall@thr=0.5: 0.8883 prec@thr=0.5: 0.9131 recall@top3: 0.8635 prec@top3: 0.8582 recall@top5: 0.9805 prec@top5: 0.6000 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 12:52:55 - mmengine - INFO - Epoch(train) [17][1620/1921] lr: 1.5000e-03 eta: 0:52:27 time: 0.4811 data_time: 0.0184 memory: 8482 grad_norm: 0.0982 recall@thr=0.5: 0.8011 prec@thr=0.5: 0.8280 recall@top3: 0.8683 prec@top3: 0.6559 recall@top5: 1.0000 prec@top5: 0.4581 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 12:53:05 - mmengine - INFO - Epoch(train) [17][1640/1921] lr: 1.5000e-03 eta: 0:52:17 time: 0.5002 data_time: 0.0204 memory: 8482 grad_norm: 0.0975 recall@thr=0.5: 0.7554 prec@thr=0.5: 0.8602 recall@top3: 0.8602 prec@top3: 0.8065 recall@top5: 0.9516 prec@top5: 0.5484 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 12:53:15 - mmengine - INFO - Epoch(train) [17][1660/1921] lr: 1.5000e-03 eta: 0:52:06 time: 0.5062 data_time: 0.0170 memory: 8637 grad_norm: 0.0965 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.8378 recall@top3: 0.8000 prec@top3: 0.6556 recall@top5: 0.9250 prec@top5: 0.4733 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 12:53:25 - mmengine - INFO - Epoch(train) [17][1680/1921] lr: 1.5000e-03 eta: 0:51:56 time: 0.5263 data_time: 0.0255 memory: 8517 grad_norm: 0.1044 recall@thr=0.5: 0.7845 prec@thr=0.5: 0.8764 recall@top3: 0.9195 prec@top3: 0.7356 recall@top5: 0.9511 prec@top5: 0.4621 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 12:53:36 - mmengine - INFO - Epoch(train) [17][1700/1921] lr: 1.5000e-03 eta: 0:51:46 time: 0.5073 data_time: 0.0184 memory: 8534 grad_norm: 0.0971 recall@thr=0.5: 0.7622 prec@thr=0.5: 0.7195 recall@top3: 0.8130 prec@top3: 0.5935 recall@top5: 0.9248 prec@top5: 0.4146 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 12:53:46 - mmengine - INFO - Epoch(train) [17][1720/1921] lr: 1.5000e-03 eta: 0:51:35 time: 0.5165 data_time: 0.0208 memory: 8594 grad_norm: 0.0959 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.8030 recall@top3: 0.8030 prec@top3: 0.6869 recall@top5: 0.9444 prec@top5: 0.4848 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 12:53:57 - mmengine - INFO - Epoch(train) [17][1740/1921] lr: 1.5000e-03 eta: 0:51:25 time: 0.5401 data_time: 0.0196 memory: 8645 grad_norm: 0.0976 recall@thr=0.5: 0.6531 prec@thr=0.5: 0.7708 recall@top3: 0.7344 prec@top3: 0.6771 recall@top5: 0.8828 prec@top5: 0.5062 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 12:54:07 - mmengine - INFO - Epoch(train) [17][1760/1921] lr: 1.5000e-03 eta: 0:51:15 time: 0.5106 data_time: 0.0207 memory: 8637 grad_norm: 0.0986 recall@thr=0.5: 0.8485 prec@thr=0.5: 0.7758 recall@top3: 0.8737 prec@top3: 0.6465 recall@top5: 0.9848 prec@top5: 0.4606 loss_action_cls: 0.0306 loss: 0.0306 2022/08/31 12:54:17 - mmengine - INFO - Epoch(train) [17][1780/1921] lr: 1.5000e-03 eta: 0:51:04 time: 0.4983 data_time: 0.0177 memory: 8534 grad_norm: 0.0990 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.8638 recall@top3: 0.8857 prec@top3: 0.6476 recall@top5: 0.9500 prec@top5: 0.4286 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 12:54:28 - mmengine - INFO - Epoch(train) [17][1800/1921] lr: 1.5000e-03 eta: 0:50:54 time: 0.5297 data_time: 0.0183 memory: 8534 grad_norm: 0.0971 recall@thr=0.5: 0.7828 prec@thr=0.5: 0.7672 recall@top3: 0.7601 prec@top3: 0.6768 recall@top5: 0.9242 prec@top5: 0.5030 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 12:54:38 - mmengine - INFO - Epoch(train) [17][1820/1921] lr: 1.5000e-03 eta: 0:50:43 time: 0.4986 data_time: 0.0152 memory: 8526 grad_norm: 0.0985 recall@thr=0.5: 0.6548 prec@thr=0.5: 0.7917 recall@top3: 0.8690 prec@top3: 0.7262 recall@top5: 0.9375 prec@top5: 0.4786 loss_action_cls: 0.0303 loss: 0.0303 2022/08/31 12:54:48 - mmengine - INFO - Epoch(train) [17][1840/1921] lr: 1.5000e-03 eta: 0:50:33 time: 0.5287 data_time: 0.0161 memory: 8620 grad_norm: 0.0946 recall@thr=0.5: 0.7482 prec@thr=0.5: 0.8895 recall@top3: 0.8424 prec@top3: 0.6957 recall@top5: 0.9674 prec@top5: 0.4913 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 12:54:58 - mmengine - INFO - Epoch(train) [17][1860/1921] lr: 1.5000e-03 eta: 0:50:23 time: 0.5003 data_time: 0.0158 memory: 8508 grad_norm: 0.0940 recall@thr=0.5: 0.6752 prec@thr=0.5: 0.6983 recall@top3: 0.8162 prec@top3: 0.6496 recall@top5: 0.9316 prec@top5: 0.4462 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 12:55:09 - mmengine - INFO - Epoch(train) [17][1880/1921] lr: 1.5000e-03 eta: 0:50:12 time: 0.5246 data_time: 0.0197 memory: 8482 grad_norm: 0.0949 recall@thr=0.5: 0.8010 prec@thr=0.5: 0.8620 recall@top3: 0.8708 prec@top3: 0.7604 recall@top5: 0.9667 prec@top5: 0.5187 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 12:55:19 - mmengine - INFO - Epoch(train) [17][1900/1921] lr: 1.5000e-03 eta: 0:50:02 time: 0.5278 data_time: 0.0172 memory: 8620 grad_norm: 0.0947 recall@thr=0.5: 0.7994 prec@thr=0.5: 0.9105 recall@top3: 0.8688 prec@top3: 0.8272 recall@top5: 0.9552 prec@top5: 0.5593 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 12:55:29 - mmengine - INFO - Epoch(train) [17][1920/1921] lr: 1.5000e-03 eta: 0:49:51 time: 0.5009 data_time: 0.0237 memory: 8534 grad_norm: 0.0940 recall@thr=0.5: 0.7791 prec@thr=0.5: 0.8275 recall@top3: 0.8682 prec@top3: 0.7984 recall@top5: 0.9826 prec@top5: 0.5581 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 12:55:30 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 12:55:30 - mmengine - INFO - Epoch(train) [17][1921/1921] lr: 1.5000e-03 eta: 0:49:51 time: 0.4896 data_time: 0.0197 memory: 6371 grad_norm: 0.0949 recall@thr=0.5: 0.6987 prec@thr=0.5: 0.8551 recall@top3: 0.8590 prec@top3: 0.6282 recall@top5: 0.9103 prec@top5: 0.4077 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 12:55:31 - mmengine - INFO - Epoch(val) [17][20/6282] eta: 0:05:58 time: 0.0572 data_time: 0.0113 memory: 2274 2022/08/31 12:55:32 - mmengine - INFO - Epoch(val) [17][40/6282] eta: 0:04:37 time: 0.0444 data_time: 0.0028 memory: 2274 2022/08/31 12:55:33 - mmengine - INFO - Epoch(val) [17][60/6282] eta: 0:06:45 time: 0.0652 data_time: 0.0036 memory: 2274 2022/08/31 12:55:34 - mmengine - INFO - Epoch(val) [17][80/6282] eta: 0:04:34 time: 0.0442 data_time: 0.0023 memory: 2274 2022/08/31 12:55:35 - mmengine - INFO - Epoch(val) [17][100/6282] eta: 0:04:38 time: 0.0451 data_time: 0.0022 memory: 2274 2022/08/31 12:55:36 - mmengine - INFO - Epoch(val) [17][120/6282] eta: 0:04:30 time: 0.0439 data_time: 0.0026 memory: 2308 2022/08/31 12:55:37 - mmengine - INFO - Epoch(val) [17][140/6282] eta: 0:04:18 time: 0.0421 data_time: 0.0021 memory: 2308 2022/08/31 12:55:37 - mmengine - INFO - Epoch(val) [17][160/6282] eta: 0:04:21 time: 0.0428 data_time: 0.0031 memory: 2308 2022/08/31 12:55:38 - mmengine - INFO - Epoch(val) [17][180/6282] eta: 0:04:19 time: 0.0425 data_time: 0.0024 memory: 2308 2022/08/31 12:55:39 - mmengine - INFO - Epoch(val) [17][200/6282] eta: 0:04:24 time: 0.0434 data_time: 0.0030 memory: 2308 2022/08/31 12:55:40 - mmengine - INFO - Epoch(val) [17][220/6282] eta: 0:04:10 time: 0.0413 data_time: 0.0027 memory: 2279 2022/08/31 12:55:41 - mmengine - INFO - Epoch(val) [17][240/6282] eta: 0:04:37 time: 0.0460 data_time: 0.0018 memory: 2279 2022/08/31 12:55:42 - mmengine - INFO - Epoch(val) [17][260/6282] eta: 0:04:05 time: 0.0407 data_time: 0.0027 memory: 2279 2022/08/31 12:55:43 - mmengine - INFO - Epoch(val) [17][280/6282] eta: 0:04:43 time: 0.0473 data_time: 0.0040 memory: 2279 2022/08/31 12:55:44 - mmengine - INFO - Epoch(val) [17][300/6282] eta: 0:04:36 time: 0.0462 data_time: 0.0030 memory: 2308 2022/08/31 12:55:45 - mmengine - INFO - Epoch(val) [17][320/6282] eta: 0:04:57 time: 0.0499 data_time: 0.0028 memory: 2308 2022/08/31 12:55:46 - mmengine - INFO - Epoch(val) [17][340/6282] eta: 0:04:49 time: 0.0487 data_time: 0.0021 memory: 2308 2022/08/31 12:55:47 - mmengine - INFO - Epoch(val) [17][360/6282] eta: 0:05:03 time: 0.0513 data_time: 0.0027 memory: 2308 2022/08/31 12:55:48 - mmengine - INFO - Epoch(val) [17][380/6282] eta: 0:05:16 time: 0.0537 data_time: 0.0028 memory: 2308 2022/08/31 12:55:49 - mmengine - INFO - Epoch(val) [17][400/6282] eta: 0:04:21 time: 0.0445 data_time: 0.0024 memory: 2308 2022/08/31 12:55:50 - mmengine - INFO - Epoch(val) [17][420/6282] eta: 0:04:33 time: 0.0466 data_time: 0.0025 memory: 2281 2022/08/31 12:55:50 - mmengine - INFO - Epoch(val) [17][440/6282] eta: 0:04:02 time: 0.0414 data_time: 0.0021 memory: 2281 2022/08/31 12:55:51 - mmengine - INFO - Epoch(val) [17][460/6282] eta: 0:04:14 time: 0.0437 data_time: 0.0024 memory: 2281 2022/08/31 12:55:52 - mmengine - INFO - Epoch(val) [17][480/6282] eta: 0:04:04 time: 0.0421 data_time: 0.0026 memory: 2281 2022/08/31 12:55:54 - mmengine - INFO - Epoch(val) [17][500/6282] eta: 0:06:39 time: 0.0690 data_time: 0.0023 memory: 2281 2022/08/31 12:55:54 - mmengine - INFO - Epoch(val) [17][520/6282] eta: 0:04:08 time: 0.0431 data_time: 0.0022 memory: 2279 2022/08/31 12:55:55 - mmengine - INFO - Epoch(val) [17][540/6282] eta: 0:04:10 time: 0.0436 data_time: 0.0018 memory: 2279 2022/08/31 12:55:56 - mmengine - INFO - Epoch(val) [17][560/6282] eta: 0:04:00 time: 0.0421 data_time: 0.0020 memory: 2279 2022/08/31 12:55:57 - mmengine - INFO - Epoch(val) [17][580/6282] eta: 0:04:09 time: 0.0438 data_time: 0.0022 memory: 2279 2022/08/31 12:55:58 - mmengine - INFO - Epoch(val) [17][600/6282] eta: 0:04:34 time: 0.0484 data_time: 0.0035 memory: 2279 2022/08/31 12:55:59 - mmengine - INFO - Epoch(val) [17][620/6282] eta: 0:04:08 time: 0.0439 data_time: 0.0022 memory: 2279 2022/08/31 12:56:00 - mmengine - INFO - Epoch(val) [17][640/6282] eta: 0:03:53 time: 0.0415 data_time: 0.0021 memory: 2277 2022/08/31 12:56:01 - mmengine - INFO - Epoch(val) [17][660/6282] eta: 0:03:45 time: 0.0402 data_time: 0.0024 memory: 2277 2022/08/31 12:56:01 - mmengine - INFO - Epoch(val) [17][680/6282] eta: 0:04:11 time: 0.0449 data_time: 0.0019 memory: 2277 2022/08/31 12:56:02 - mmengine - INFO - Epoch(val) [17][700/6282] eta: 0:03:56 time: 0.0424 data_time: 0.0021 memory: 2277 2022/08/31 12:56:04 - mmengine - INFO - Epoch(val) [17][720/6282] eta: 0:05:35 time: 0.0603 data_time: 0.0037 memory: 2319 2022/08/31 12:56:05 - mmengine - INFO - Epoch(val) [17][740/6282] eta: 0:05:22 time: 0.0581 data_time: 0.0028 memory: 2308 2022/08/31 12:56:06 - mmengine - INFO - Epoch(val) [17][760/6282] eta: 0:04:55 time: 0.0535 data_time: 0.0039 memory: 2308 2022/08/31 12:56:07 - mmengine - INFO - Epoch(val) [17][780/6282] eta: 0:04:15 time: 0.0463 data_time: 0.0025 memory: 2308 2022/08/31 12:56:08 - mmengine - INFO - Epoch(val) [17][800/6282] eta: 0:04:17 time: 0.0469 data_time: 0.0024 memory: 2308 2022/08/31 12:56:08 - mmengine - INFO - Epoch(val) [17][820/6282] eta: 0:03:42 time: 0.0407 data_time: 0.0024 memory: 2308 2022/08/31 12:56:09 - mmengine - INFO - Epoch(val) [17][840/6282] eta: 0:03:55 time: 0.0432 data_time: 0.0018 memory: 2279 2022/08/31 12:56:10 - mmengine - INFO - Epoch(val) [17][860/6282] eta: 0:04:16 time: 0.0474 data_time: 0.0034 memory: 2279 2022/08/31 12:56:11 - mmengine - INFO - Epoch(val) [17][880/6282] eta: 0:04:11 time: 0.0466 data_time: 0.0018 memory: 2279 2022/08/31 12:56:12 - mmengine - INFO - Epoch(val) [17][900/6282] eta: 0:03:40 time: 0.0410 data_time: 0.0025 memory: 2279 2022/08/31 12:56:14 - mmengine - INFO - Epoch(val) [17][920/6282] eta: 0:06:51 time: 0.0768 data_time: 0.0031 memory: 2279 2022/08/31 12:56:15 - mmengine - INFO - Epoch(val) [17][940/6282] eta: 0:04:04 time: 0.0458 data_time: 0.0028 memory: 2274 2022/08/31 12:56:15 - mmengine - INFO - Epoch(val) [17][960/6282] eta: 0:03:34 time: 0.0404 data_time: 0.0021 memory: 2274 2022/08/31 12:56:16 - mmengine - INFO - Epoch(val) [17][980/6282] eta: 0:03:27 time: 0.0391 data_time: 0.0034 memory: 2274 2022/08/31 12:56:17 - mmengine - INFO - Epoch(val) [17][1000/6282] eta: 0:03:59 time: 0.0454 data_time: 0.0022 memory: 2274 2022/08/31 12:56:18 - mmengine - INFO - Epoch(val) [17][1020/6282] eta: 0:03:38 time: 0.0415 data_time: 0.0022 memory: 2279 2022/08/31 12:56:19 - mmengine - INFO - Epoch(val) [17][1040/6282] eta: 0:03:33 time: 0.0408 data_time: 0.0021 memory: 2279 2022/08/31 12:56:20 - mmengine - INFO - Epoch(val) [17][1060/6282] eta: 0:03:38 time: 0.0419 data_time: 0.0022 memory: 2279 2022/08/31 12:56:21 - mmengine - INFO - Epoch(val) [17][1080/6282] eta: 0:03:57 time: 0.0457 data_time: 0.0033 memory: 2279 2022/08/31 12:56:21 - mmengine - INFO - Epoch(val) [17][1100/6282] eta: 0:03:44 time: 0.0434 data_time: 0.0024 memory: 2279 2022/08/31 12:56:22 - mmengine - INFO - Epoch(val) [17][1120/6282] eta: 0:03:49 time: 0.0445 data_time: 0.0024 memory: 2279 2022/08/31 12:56:23 - mmengine - INFO - Epoch(val) [17][1140/6282] eta: 0:03:54 time: 0.0456 data_time: 0.0028 memory: 2279 2022/08/31 12:56:24 - mmengine - INFO - Epoch(val) [17][1160/6282] eta: 0:03:47 time: 0.0443 data_time: 0.0027 memory: 2279 2022/08/31 12:56:25 - mmengine - INFO - Epoch(val) [17][1180/6282] eta: 0:03:49 time: 0.0449 data_time: 0.0027 memory: 2279 2022/08/31 12:56:26 - mmengine - INFO - Epoch(val) [17][1200/6282] eta: 0:03:48 time: 0.0451 data_time: 0.0022 memory: 2279 2022/08/31 12:56:27 - mmengine - INFO - Epoch(val) [17][1220/6282] eta: 0:04:38 time: 0.0550 data_time: 0.0031 memory: 2279 2022/08/31 12:56:28 - mmengine - INFO - Epoch(val) [17][1240/6282] eta: 0:04:08 time: 0.0493 data_time: 0.0043 memory: 2308 2022/08/31 12:56:29 - mmengine - INFO - Epoch(val) [17][1260/6282] eta: 0:04:02 time: 0.0482 data_time: 0.0030 memory: 2308 2022/08/31 12:56:30 - mmengine - INFO - Epoch(val) [17][1280/6282] eta: 0:04:02 time: 0.0484 data_time: 0.0036 memory: 2308 2022/08/31 12:56:31 - mmengine - INFO - Epoch(val) [17][1300/6282] eta: 0:04:13 time: 0.0509 data_time: 0.0036 memory: 2308 2022/08/31 12:56:32 - mmengine - INFO - Epoch(val) [17][1320/6282] eta: 0:04:30 time: 0.0545 data_time: 0.0025 memory: 2308 2022/08/31 12:56:34 - mmengine - INFO - Epoch(val) [17][1340/6282] eta: 0:06:07 time: 0.0744 data_time: 0.0033 memory: 2308 2022/08/31 12:56:35 - mmengine - INFO - Epoch(val) [17][1360/6282] eta: 0:04:10 time: 0.0509 data_time: 0.0030 memory: 2308 2022/08/31 12:56:36 - mmengine - INFO - Epoch(val) [17][1380/6282] eta: 0:03:47 time: 0.0464 data_time: 0.0033 memory: 2308 2022/08/31 12:56:37 - mmengine - INFO - Epoch(val) [17][1400/6282] eta: 0:03:49 time: 0.0469 data_time: 0.0036 memory: 2308 2022/08/31 12:56:38 - mmengine - INFO - Epoch(val) [17][1420/6282] eta: 0:03:44 time: 0.0461 data_time: 0.0027 memory: 2308 2022/08/31 12:56:38 - mmengine - INFO - Epoch(val) [17][1440/6282] eta: 0:03:36 time: 0.0448 data_time: 0.0023 memory: 2308 2022/08/31 12:56:39 - mmengine - INFO - Epoch(val) [17][1460/6282] eta: 0:03:38 time: 0.0454 data_time: 0.0022 memory: 2308 2022/08/31 12:56:40 - mmengine - INFO - Epoch(val) [17][1480/6282] eta: 0:03:24 time: 0.0427 data_time: 0.0020 memory: 2308 2022/08/31 12:56:41 - mmengine - INFO - Epoch(val) [17][1500/6282] eta: 0:03:25 time: 0.0429 data_time: 0.0022 memory: 2308 2022/08/31 12:56:42 - mmengine - INFO - Epoch(val) [17][1520/6282] eta: 0:03:46 time: 0.0475 data_time: 0.0019 memory: 2352 2022/08/31 12:56:43 - mmengine - INFO - Epoch(val) [17][1540/6282] eta: 0:04:30 time: 0.0569 data_time: 0.0031 memory: 2352 2022/08/31 12:56:44 - mmengine - INFO - Epoch(val) [17][1560/6282] eta: 0:03:30 time: 0.0445 data_time: 0.0019 memory: 2352 2022/08/31 12:56:45 - mmengine - INFO - Epoch(val) [17][1580/6282] eta: 0:03:23 time: 0.0432 data_time: 0.0027 memory: 2352 2022/08/31 12:56:46 - mmengine - INFO - Epoch(val) [17][1600/6282] eta: 0:03:14 time: 0.0416 data_time: 0.0022 memory: 2352 2022/08/31 12:56:47 - mmengine - INFO - Epoch(val) [17][1620/6282] eta: 0:03:15 time: 0.0419 data_time: 0.0022 memory: 2352 2022/08/31 12:56:48 - mmengine - INFO - Epoch(val) [17][1640/6282] eta: 0:03:52 time: 0.0501 data_time: 0.0021 memory: 2308 2022/08/31 12:56:49 - mmengine - INFO - Epoch(val) [17][1660/6282] eta: 0:03:38 time: 0.0474 data_time: 0.0028 memory: 2308 2022/08/31 12:56:49 - mmengine - INFO - Epoch(val) [17][1680/6282] eta: 0:03:20 time: 0.0435 data_time: 0.0027 memory: 2308 2022/08/31 12:56:50 - mmengine - INFO - Epoch(val) [17][1700/6282] eta: 0:03:51 time: 0.0505 data_time: 0.0020 memory: 2308 2022/08/31 12:56:52 - mmengine - INFO - Epoch(val) [17][1720/6282] eta: 0:03:56 time: 0.0518 data_time: 0.0019 memory: 2311 2022/08/31 12:56:52 - mmengine - INFO - Epoch(val) [17][1740/6282] eta: 0:03:08 time: 0.0415 data_time: 0.0021 memory: 2308 2022/08/31 12:56:54 - mmengine - INFO - Epoch(val) [17][1760/6282] eta: 0:05:08 time: 0.0683 data_time: 0.0019 memory: 2308 2022/08/31 12:56:55 - mmengine - INFO - Epoch(val) [17][1780/6282] eta: 0:03:16 time: 0.0437 data_time: 0.0019 memory: 2308 2022/08/31 12:56:56 - mmengine - INFO - Epoch(val) [17][1800/6282] eta: 0:03:27 time: 0.0463 data_time: 0.0022 memory: 2308 2022/08/31 12:56:57 - mmengine - INFO - Epoch(val) [17][1820/6282] eta: 0:03:38 time: 0.0489 data_time: 0.0030 memory: 2308 2022/08/31 12:56:58 - mmengine - INFO - Epoch(val) [17][1840/6282] eta: 0:03:52 time: 0.0524 data_time: 0.0033 memory: 2308 2022/08/31 12:56:59 - mmengine - INFO - Epoch(val) [17][1860/6282] eta: 0:03:36 time: 0.0489 data_time: 0.0034 memory: 2308 2022/08/31 12:57:00 - mmengine - INFO - Epoch(val) [17][1880/6282] eta: 0:03:38 time: 0.0497 data_time: 0.0029 memory: 2308 2022/08/31 12:57:01 - mmengine - INFO - Epoch(val) [17][1900/6282] eta: 0:03:18 time: 0.0452 data_time: 0.0035 memory: 2308 2022/08/31 12:57:01 - mmengine - INFO - Epoch(val) [17][1920/6282] eta: 0:03:18 time: 0.0455 data_time: 0.0029 memory: 2308 2022/08/31 12:57:02 - mmengine - INFO - Epoch(val) [17][1940/6282] eta: 0:03:18 time: 0.0457 data_time: 0.0029 memory: 2308 2022/08/31 12:57:03 - mmengine - INFO - Epoch(val) [17][1960/6282] eta: 0:03:12 time: 0.0445 data_time: 0.0028 memory: 2281 2022/08/31 12:57:04 - mmengine - INFO - Epoch(val) [17][1980/6282] eta: 0:02:58 time: 0.0415 data_time: 0.0023 memory: 2281 2022/08/31 12:57:05 - mmengine - INFO - Epoch(val) [17][2000/6282] eta: 0:03:05 time: 0.0434 data_time: 0.0027 memory: 2281 2022/08/31 12:57:06 - mmengine - INFO - Epoch(val) [17][2020/6282] eta: 0:03:06 time: 0.0438 data_time: 0.0025 memory: 2281 2022/08/31 12:57:07 - mmengine - INFO - Epoch(val) [17][2040/6282] eta: 0:03:02 time: 0.0431 data_time: 0.0022 memory: 2281 2022/08/31 12:57:08 - mmengine - INFO - Epoch(val) [17][2060/6282] eta: 0:03:23 time: 0.0483 data_time: 0.0027 memory: 2281 2022/08/31 12:57:09 - mmengine - INFO - Epoch(val) [17][2080/6282] eta: 0:02:59 time: 0.0426 data_time: 0.0029 memory: 2281 2022/08/31 12:57:09 - mmengine - INFO - Epoch(val) [17][2100/6282] eta: 0:03:02 time: 0.0436 data_time: 0.0027 memory: 2281 2022/08/31 12:57:10 - mmengine - INFO - Epoch(val) [17][2120/6282] eta: 0:02:54 time: 0.0420 data_time: 0.0028 memory: 2281 2022/08/31 12:57:11 - mmengine - INFO - Epoch(val) [17][2140/6282] eta: 0:02:58 time: 0.0431 data_time: 0.0026 memory: 2281 2022/08/31 12:57:12 - mmengine - INFO - Epoch(val) [17][2160/6282] eta: 0:02:50 time: 0.0413 data_time: 0.0021 memory: 2279 2022/08/31 12:57:13 - mmengine - INFO - Epoch(val) [17][2180/6282] eta: 0:04:46 time: 0.0698 data_time: 0.0032 memory: 2279 2022/08/31 12:57:14 - mmengine - INFO - Epoch(val) [17][2200/6282] eta: 0:02:44 time: 0.0404 data_time: 0.0018 memory: 2279 2022/08/31 12:57:15 - mmengine - INFO - Epoch(val) [17][2220/6282] eta: 0:02:51 time: 0.0421 data_time: 0.0039 memory: 2279 2022/08/31 12:57:16 - mmengine - INFO - Epoch(val) [17][2240/6282] eta: 0:03:01 time: 0.0448 data_time: 0.0029 memory: 2279 2022/08/31 12:57:17 - mmengine - INFO - Epoch(val) [17][2260/6282] eta: 0:03:08 time: 0.0470 data_time: 0.0034 memory: 2281 2022/08/31 12:57:18 - mmengine - INFO - Epoch(val) [17][2280/6282] eta: 0:02:56 time: 0.0441 data_time: 0.0023 memory: 2281 2022/08/31 12:57:19 - mmengine - INFO - Epoch(val) [17][2300/6282] eta: 0:02:52 time: 0.0434 data_time: 0.0034 memory: 2281 2022/08/31 12:57:20 - mmengine - INFO - Epoch(val) [17][2320/6282] eta: 0:02:45 time: 0.0417 data_time: 0.0022 memory: 2281 2022/08/31 12:57:20 - mmengine - INFO - Epoch(val) [17][2340/6282] eta: 0:02:46 time: 0.0422 data_time: 0.0027 memory: 2281 2022/08/31 12:57:21 - mmengine - INFO - Epoch(val) [17][2360/6282] eta: 0:02:44 time: 0.0420 data_time: 0.0025 memory: 2279 2022/08/31 12:57:22 - mmengine - INFO - Epoch(val) [17][2380/6282] eta: 0:03:06 time: 0.0477 data_time: 0.0039 memory: 2279 2022/08/31 12:57:23 - mmengine - INFO - Epoch(val) [17][2400/6282] eta: 0:03:15 time: 0.0505 data_time: 0.0031 memory: 2279 2022/08/31 12:57:24 - mmengine - INFO - Epoch(val) [17][2420/6282] eta: 0:02:48 time: 0.0436 data_time: 0.0030 memory: 2279 2022/08/31 12:57:25 - mmengine - INFO - Epoch(val) [17][2440/6282] eta: 0:02:54 time: 0.0454 data_time: 0.0031 memory: 2279 2022/08/31 12:57:26 - mmengine - INFO - Epoch(val) [17][2460/6282] eta: 0:02:53 time: 0.0454 data_time: 0.0029 memory: 2308 2022/08/31 12:57:27 - mmengine - INFO - Epoch(val) [17][2480/6282] eta: 0:02:53 time: 0.0456 data_time: 0.0020 memory: 2308 2022/08/31 12:57:28 - mmengine - INFO - Epoch(val) [17][2500/6282] eta: 0:02:57 time: 0.0468 data_time: 0.0031 memory: 2308 2022/08/31 12:57:29 - mmengine - INFO - Epoch(val) [17][2520/6282] eta: 0:03:02 time: 0.0485 data_time: 0.0021 memory: 2308 2022/08/31 12:57:30 - mmengine - INFO - Epoch(val) [17][2540/6282] eta: 0:03:27 time: 0.0554 data_time: 0.0034 memory: 2311 2022/08/31 12:57:31 - mmengine - INFO - Epoch(val) [17][2560/6282] eta: 0:02:45 time: 0.0446 data_time: 0.0025 memory: 2308 2022/08/31 12:57:32 - mmengine - INFO - Epoch(val) [17][2580/6282] eta: 0:02:59 time: 0.0485 data_time: 0.0047 memory: 2308 2022/08/31 12:57:33 - mmengine - INFO - Epoch(val) [17][2600/6282] eta: 0:04:38 time: 0.0756 data_time: 0.0073 memory: 2308 2022/08/31 12:57:34 - mmengine - INFO - Epoch(val) [17][2620/6282] eta: 0:03:00 time: 0.0492 data_time: 0.0028 memory: 2308 2022/08/31 12:57:35 - mmengine - INFO - Epoch(val) [17][2640/6282] eta: 0:02:40 time: 0.0440 data_time: 0.0021 memory: 2308 2022/08/31 12:57:36 - mmengine - INFO - Epoch(val) [17][2660/6282] eta: 0:02:46 time: 0.0460 data_time: 0.0030 memory: 2348 2022/08/31 12:57:37 - mmengine - INFO - Epoch(val) [17][2680/6282] eta: 0:02:50 time: 0.0472 data_time: 0.0026 memory: 2348 2022/08/31 12:57:38 - mmengine - INFO - Epoch(val) [17][2700/6282] eta: 0:02:51 time: 0.0480 data_time: 0.0023 memory: 2348 2022/08/31 12:57:39 - mmengine - INFO - Epoch(val) [17][2720/6282] eta: 0:02:44 time: 0.0461 data_time: 0.0027 memory: 2348 2022/08/31 12:57:40 - mmengine - INFO - Epoch(val) [17][2740/6282] eta: 0:03:04 time: 0.0521 data_time: 0.0024 memory: 2348 2022/08/31 12:57:41 - mmengine - INFO - Epoch(val) [17][2760/6282] eta: 0:02:27 time: 0.0420 data_time: 0.0025 memory: 2281 2022/08/31 12:57:42 - mmengine - INFO - Epoch(val) [17][2780/6282] eta: 0:02:33 time: 0.0439 data_time: 0.0022 memory: 2281 2022/08/31 12:57:43 - mmengine - INFO - Epoch(val) [17][2800/6282] eta: 0:02:58 time: 0.0514 data_time: 0.0034 memory: 2281 2022/08/31 12:57:44 - mmengine - INFO - Epoch(val) [17][2820/6282] eta: 0:02:49 time: 0.0489 data_time: 0.0027 memory: 2281 2022/08/31 12:57:45 - mmengine - INFO - Epoch(val) [17][2840/6282] eta: 0:02:26 time: 0.0427 data_time: 0.0020 memory: 2281 2022/08/31 12:57:46 - mmengine - INFO - Epoch(val) [17][2860/6282] eta: 0:02:42 time: 0.0475 data_time: 0.0034 memory: 2308 2022/08/31 12:57:46 - mmengine - INFO - Epoch(val) [17][2880/6282] eta: 0:02:31 time: 0.0446 data_time: 0.0035 memory: 2308 2022/08/31 12:57:47 - mmengine - INFO - Epoch(val) [17][2900/6282] eta: 0:02:36 time: 0.0462 data_time: 0.0026 memory: 2308 2022/08/31 12:57:48 - mmengine - INFO - Epoch(val) [17][2920/6282] eta: 0:02:25 time: 0.0433 data_time: 0.0017 memory: 2308 2022/08/31 12:57:49 - mmengine - INFO - Epoch(val) [17][2940/6282] eta: 0:02:20 time: 0.0419 data_time: 0.0033 memory: 2293 2022/08/31 12:57:50 - mmengine - INFO - Epoch(val) [17][2960/6282] eta: 0:02:20 time: 0.0424 data_time: 0.0021 memory: 2293 2022/08/31 12:57:51 - mmengine - INFO - Epoch(val) [17][2980/6282] eta: 0:02:20 time: 0.0426 data_time: 0.0021 memory: 2293 2022/08/31 12:57:52 - mmengine - INFO - Epoch(val) [17][3000/6282] eta: 0:02:21 time: 0.0430 data_time: 0.0026 memory: 2293 2022/08/31 12:57:53 - mmengine - INFO - Epoch(val) [17][3020/6282] eta: 0:02:10 time: 0.0399 data_time: 0.0022 memory: 2308 2022/08/31 12:57:54 - mmengine - INFO - Epoch(val) [17][3040/6282] eta: 0:03:31 time: 0.0654 data_time: 0.0021 memory: 2308 2022/08/31 12:57:55 - mmengine - INFO - Epoch(val) [17][3060/6282] eta: 0:02:22 time: 0.0443 data_time: 0.0027 memory: 2308 2022/08/31 12:57:56 - mmengine - INFO - Epoch(val) [17][3080/6282] eta: 0:02:20 time: 0.0439 data_time: 0.0026 memory: 2308 2022/08/31 12:57:57 - mmengine - INFO - Epoch(val) [17][3100/6282] eta: 0:02:21 time: 0.0443 data_time: 0.0041 memory: 2308 2022/08/31 12:57:57 - mmengine - INFO - Epoch(val) [17][3120/6282] eta: 0:02:09 time: 0.0408 data_time: 0.0036 memory: 2281 2022/08/31 12:57:58 - mmengine - INFO - Epoch(val) [17][3140/6282] eta: 0:02:10 time: 0.0415 data_time: 0.0026 memory: 2281 2022/08/31 12:57:59 - mmengine - INFO - Epoch(val) [17][3160/6282] eta: 0:02:03 time: 0.0395 data_time: 0.0024 memory: 2281 2022/08/31 12:58:00 - mmengine - INFO - Epoch(val) [17][3180/6282] eta: 0:02:03 time: 0.0399 data_time: 0.0022 memory: 2281 2022/08/31 12:58:01 - mmengine - INFO - Epoch(val) [17][3200/6282] eta: 0:02:13 time: 0.0433 data_time: 0.0025 memory: 2308 2022/08/31 12:58:01 - mmengine - INFO - Epoch(val) [17][3220/6282] eta: 0:02:08 time: 0.0421 data_time: 0.0023 memory: 2308 2022/08/31 12:58:02 - mmengine - INFO - Epoch(val) [17][3240/6282] eta: 0:02:19 time: 0.0460 data_time: 0.0025 memory: 2308 2022/08/31 12:58:03 - mmengine - INFO - Epoch(val) [17][3260/6282] eta: 0:02:27 time: 0.0487 data_time: 0.0048 memory: 2308 2022/08/31 12:58:04 - mmengine - INFO - Epoch(val) [17][3280/6282] eta: 0:02:17 time: 0.0457 data_time: 0.0022 memory: 2308 2022/08/31 12:58:05 - mmengine - INFO - Epoch(val) [17][3300/6282] eta: 0:02:29 time: 0.0500 data_time: 0.0018 memory: 2308 2022/08/31 12:58:06 - mmengine - INFO - Epoch(val) [17][3320/6282] eta: 0:02:06 time: 0.0428 data_time: 0.0028 memory: 2308 2022/08/31 12:58:07 - mmengine - INFO - Epoch(val) [17][3340/6282] eta: 0:02:16 time: 0.0465 data_time: 0.0024 memory: 2308 2022/08/31 12:58:08 - mmengine - INFO - Epoch(val) [17][3360/6282] eta: 0:02:06 time: 0.0433 data_time: 0.0023 memory: 2308 2022/08/31 12:58:09 - mmengine - INFO - Epoch(val) [17][3380/6282] eta: 0:02:05 time: 0.0432 data_time: 0.0024 memory: 2308 2022/08/31 12:58:10 - mmengine - INFO - Epoch(val) [17][3400/6282] eta: 0:02:17 time: 0.0478 data_time: 0.0026 memory: 2279 2022/08/31 12:58:11 - mmengine - INFO - Epoch(val) [17][3420/6282] eta: 0:02:03 time: 0.0431 data_time: 0.0018 memory: 2279 2022/08/31 12:58:12 - mmengine - INFO - Epoch(val) [17][3440/6282] eta: 0:01:50 time: 0.0387 data_time: 0.0022 memory: 2279 2022/08/31 12:58:13 - mmengine - INFO - Epoch(val) [17][3460/6282] eta: 0:02:21 time: 0.0503 data_time: 0.0021 memory: 2282 2022/08/31 12:58:14 - mmengine - INFO - Epoch(val) [17][3480/6282] eta: 0:02:34 time: 0.0550 data_time: 0.0019 memory: 2279 2022/08/31 12:58:14 - mmengine - INFO - Epoch(val) [17][3500/6282] eta: 0:01:58 time: 0.0428 data_time: 0.0022 memory: 2279 2022/08/31 12:58:15 - mmengine - INFO - Epoch(val) [17][3520/6282] eta: 0:02:01 time: 0.0439 data_time: 0.0029 memory: 2279 2022/08/31 12:58:16 - mmengine - INFO - Epoch(val) [17][3540/6282] eta: 0:01:56 time: 0.0426 data_time: 0.0029 memory: 2279 2022/08/31 12:58:17 - mmengine - INFO - Epoch(val) [17][3560/6282] eta: 0:01:46 time: 0.0390 data_time: 0.0024 memory: 2279 2022/08/31 12:58:18 - mmengine - INFO - Epoch(val) [17][3580/6282] eta: 0:01:46 time: 0.0395 data_time: 0.0027 memory: 2300 2022/08/31 12:58:19 - mmengine - INFO - Epoch(val) [17][3600/6282] eta: 0:01:56 time: 0.0434 data_time: 0.0019 memory: 2300 2022/08/31 12:58:20 - mmengine - INFO - Epoch(val) [17][3620/6282] eta: 0:02:14 time: 0.0506 data_time: 0.0028 memory: 2302 2022/08/31 12:58:21 - mmengine - INFO - Epoch(val) [17][3640/6282] eta: 0:01:50 time: 0.0419 data_time: 0.0025 memory: 2300 2022/08/31 12:58:22 - mmengine - INFO - Epoch(val) [17][3660/6282] eta: 0:01:58 time: 0.0451 data_time: 0.0025 memory: 2300 2022/08/31 12:58:22 - mmengine - INFO - Epoch(val) [17][3680/6282] eta: 0:02:04 time: 0.0479 data_time: 0.0023 memory: 2308 2022/08/31 12:58:23 - mmengine - INFO - Epoch(val) [17][3700/6282] eta: 0:01:55 time: 0.0448 data_time: 0.0028 memory: 2308 2022/08/31 12:58:24 - mmengine - INFO - Epoch(val) [17][3720/6282] eta: 0:01:56 time: 0.0456 data_time: 0.0029 memory: 2308 2022/08/31 12:58:25 - mmengine - INFO - Epoch(val) [17][3740/6282] eta: 0:01:46 time: 0.0417 data_time: 0.0030 memory: 2308 2022/08/31 12:58:26 - mmengine - INFO - Epoch(val) [17][3760/6282] eta: 0:01:57 time: 0.0465 data_time: 0.0028 memory: 2308 2022/08/31 12:58:27 - mmengine - INFO - Epoch(val) [17][3780/6282] eta: 0:01:48 time: 0.0433 data_time: 0.0022 memory: 2308 2022/08/31 12:58:28 - mmengine - INFO - Epoch(val) [17][3800/6282] eta: 0:01:53 time: 0.0456 data_time: 0.0020 memory: 2308 2022/08/31 12:58:29 - mmengine - INFO - Epoch(val) [17][3820/6282] eta: 0:01:51 time: 0.0453 data_time: 0.0025 memory: 2308 2022/08/31 12:58:30 - mmengine - INFO - Epoch(val) [17][3840/6282] eta: 0:01:49 time: 0.0450 data_time: 0.0031 memory: 2308 2022/08/31 12:58:31 - mmengine - INFO - Epoch(val) [17][3860/6282] eta: 0:01:44 time: 0.0432 data_time: 0.0018 memory: 2308 2022/08/31 12:58:32 - mmengine - INFO - Epoch(val) [17][3880/6282] eta: 0:01:49 time: 0.0454 data_time: 0.0023 memory: 2308 2022/08/31 12:58:32 - mmengine - INFO - Epoch(val) [17][3900/6282] eta: 0:01:42 time: 0.0429 data_time: 0.0029 memory: 2308 2022/08/31 12:58:34 - mmengine - INFO - Epoch(val) [17][3920/6282] eta: 0:02:22 time: 0.0604 data_time: 0.0032 memory: 2308 2022/08/31 12:58:34 - mmengine - INFO - Epoch(val) [17][3940/6282] eta: 0:01:37 time: 0.0416 data_time: 0.0036 memory: 2308 2022/08/31 12:58:35 - mmengine - INFO - Epoch(val) [17][3960/6282] eta: 0:01:48 time: 0.0469 data_time: 0.0023 memory: 2308 2022/08/31 12:58:36 - mmengine - INFO - Epoch(val) [17][3980/6282] eta: 0:01:49 time: 0.0477 data_time: 0.0023 memory: 2308 2022/08/31 12:58:37 - mmengine - INFO - Epoch(val) [17][4000/6282] eta: 0:01:42 time: 0.0449 data_time: 0.0022 memory: 2308 2022/08/31 12:58:38 - mmengine - INFO - Epoch(val) [17][4020/6282] eta: 0:01:38 time: 0.0436 data_time: 0.0024 memory: 2308 2022/08/31 12:58:39 - mmengine - INFO - Epoch(val) [17][4040/6282] eta: 0:01:42 time: 0.0459 data_time: 0.0026 memory: 2348 2022/08/31 12:58:40 - mmengine - INFO - Epoch(val) [17][4060/6282] eta: 0:01:36 time: 0.0436 data_time: 0.0024 memory: 2348 2022/08/31 12:58:41 - mmengine - INFO - Epoch(val) [17][4080/6282] eta: 0:01:36 time: 0.0440 data_time: 0.0020 memory: 2348 2022/08/31 12:58:42 - mmengine - INFO - Epoch(val) [17][4100/6282] eta: 0:01:32 time: 0.0424 data_time: 0.0026 memory: 2348 2022/08/31 12:58:43 - mmengine - INFO - Epoch(val) [17][4120/6282] eta: 0:01:50 time: 0.0510 data_time: 0.0038 memory: 2348 2022/08/31 12:58:44 - mmengine - INFO - Epoch(val) [17][4140/6282] eta: 0:01:28 time: 0.0413 data_time: 0.0023 memory: 2348 2022/08/31 12:58:44 - mmengine - INFO - Epoch(val) [17][4160/6282] eta: 0:01:36 time: 0.0455 data_time: 0.0027 memory: 2279 2022/08/31 12:58:45 - mmengine - INFO - Epoch(val) [17][4180/6282] eta: 0:01:28 time: 0.0420 data_time: 0.0024 memory: 2279 2022/08/31 12:58:46 - mmengine - INFO - Epoch(val) [17][4200/6282] eta: 0:01:33 time: 0.0450 data_time: 0.0027 memory: 2279 2022/08/31 12:58:47 - mmengine - INFO - Epoch(val) [17][4220/6282] eta: 0:01:28 time: 0.0429 data_time: 0.0020 memory: 2279 2022/08/31 12:58:48 - mmengine - INFO - Epoch(val) [17][4240/6282] eta: 0:01:21 time: 0.0399 data_time: 0.0035 memory: 2279 2022/08/31 12:58:49 - mmengine - INFO - Epoch(val) [17][4260/6282] eta: 0:01:28 time: 0.0438 data_time: 0.0027 memory: 2279 2022/08/31 12:58:50 - mmengine - INFO - Epoch(val) [17][4280/6282] eta: 0:01:31 time: 0.0459 data_time: 0.0029 memory: 2279 2022/08/31 12:58:51 - mmengine - INFO - Epoch(val) [17][4300/6282] eta: 0:01:22 time: 0.0417 data_time: 0.0023 memory: 2279 2022/08/31 12:58:51 - mmengine - INFO - Epoch(val) [17][4320/6282] eta: 0:01:26 time: 0.0440 data_time: 0.0027 memory: 2279 2022/08/31 12:58:52 - mmengine - INFO - Epoch(val) [17][4340/6282] eta: 0:01:18 time: 0.0402 data_time: 0.0021 memory: 2279 2022/08/31 12:58:53 - mmengine - INFO - Epoch(val) [17][4360/6282] eta: 0:01:51 time: 0.0582 data_time: 0.0030 memory: 2308 2022/08/31 12:58:54 - mmengine - INFO - Epoch(val) [17][4380/6282] eta: 0:01:19 time: 0.0418 data_time: 0.0033 memory: 2308 2022/08/31 12:58:55 - mmengine - INFO - Epoch(val) [17][4400/6282] eta: 0:01:15 time: 0.0404 data_time: 0.0029 memory: 2308 2022/08/31 12:58:56 - mmengine - INFO - Epoch(val) [17][4420/6282] eta: 0:01:24 time: 0.0456 data_time: 0.0030 memory: 2308 2022/08/31 12:58:57 - mmengine - INFO - Epoch(val) [17][4440/6282] eta: 0:01:25 time: 0.0466 data_time: 0.0029 memory: 2312 2022/08/31 12:58:58 - mmengine - INFO - Epoch(val) [17][4460/6282] eta: 0:01:17 time: 0.0425 data_time: 0.0020 memory: 2312 2022/08/31 12:58:59 - mmengine - INFO - Epoch(val) [17][4480/6282] eta: 0:01:13 time: 0.0407 data_time: 0.0019 memory: 2312 2022/08/31 12:59:00 - mmengine - INFO - Epoch(val) [17][4500/6282] eta: 0:01:20 time: 0.0453 data_time: 0.0030 memory: 2312 2022/08/31 12:59:00 - mmengine - INFO - Epoch(val) [17][4520/6282] eta: 0:01:17 time: 0.0441 data_time: 0.0021 memory: 2312 2022/08/31 12:59:01 - mmengine - INFO - Epoch(val) [17][4540/6282] eta: 0:01:14 time: 0.0430 data_time: 0.0029 memory: 2281 2022/08/31 12:59:02 - mmengine - INFO - Epoch(val) [17][4560/6282] eta: 0:01:19 time: 0.0460 data_time: 0.0030 memory: 2281 2022/08/31 12:59:03 - mmengine - INFO - Epoch(val) [17][4580/6282] eta: 0:01:31 time: 0.0535 data_time: 0.0028 memory: 2281 2022/08/31 12:59:04 - mmengine - INFO - Epoch(val) [17][4600/6282] eta: 0:01:07 time: 0.0399 data_time: 0.0024 memory: 2281 2022/08/31 12:59:05 - mmengine - INFO - Epoch(val) [17][4620/6282] eta: 0:01:13 time: 0.0442 data_time: 0.0024 memory: 2281 2022/08/31 12:59:06 - mmengine - INFO - Epoch(val) [17][4640/6282] eta: 0:01:09 time: 0.0424 data_time: 0.0026 memory: 2312 2022/08/31 12:59:07 - mmengine - INFO - Epoch(val) [17][4660/6282] eta: 0:01:09 time: 0.0428 data_time: 0.0023 memory: 2312 2022/08/31 12:59:08 - mmengine - INFO - Epoch(val) [17][4680/6282] eta: 0:01:13 time: 0.0460 data_time: 0.0027 memory: 2312 2022/08/31 12:59:09 - mmengine - INFO - Epoch(val) [17][4700/6282] eta: 0:01:09 time: 0.0442 data_time: 0.0025 memory: 2312 2022/08/31 12:59:09 - mmengine - 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mmengine - INFO - Epoch(val) [17][4900/6282] eta: 0:01:01 time: 0.0447 data_time: 0.0018 memory: 2308 2022/08/31 12:59:19 - mmengine - INFO - Epoch(val) [17][4920/6282] eta: 0:00:57 time: 0.0420 data_time: 0.0027 memory: 2310 2022/08/31 12:59:20 - mmengine - INFO - Epoch(val) [17][4940/6282] eta: 0:01:00 time: 0.0451 data_time: 0.0027 memory: 2310 2022/08/31 12:59:21 - mmengine - INFO - Epoch(val) [17][4960/6282] eta: 0:01:03 time: 0.0478 data_time: 0.0023 memory: 2310 2022/08/31 12:59:21 - mmengine - INFO - Epoch(val) [17][4980/6282] eta: 0:00:59 time: 0.0460 data_time: 0.0030 memory: 2310 2022/08/31 12:59:22 - mmengine - INFO - Epoch(val) [17][5000/6282] eta: 0:01:01 time: 0.0477 data_time: 0.0031 memory: 2310 2022/08/31 12:59:24 - mmengine - INFO - Epoch(val) [17][5020/6282] eta: 0:01:07 time: 0.0538 data_time: 0.0031 memory: 2310 2022/08/31 12:59:24 - mmengine - INFO - Epoch(val) [17][5040/6282] eta: 0:00:49 time: 0.0396 data_time: 0.0023 memory: 2281 2022/08/31 12:59:25 - mmengine - INFO - Epoch(val) [17][5060/6282] eta: 0:00:54 time: 0.0444 data_time: 0.0019 memory: 2281 2022/08/31 12:59:26 - mmengine - INFO - Epoch(val) [17][5080/6282] eta: 0:00:56 time: 0.0470 data_time: 0.0021 memory: 2281 2022/08/31 12:59:27 - mmengine - INFO - Epoch(val) [17][5100/6282] eta: 0:00:50 time: 0.0427 data_time: 0.0024 memory: 2281 2022/08/31 12:59:28 - mmengine - INFO - Epoch(val) [17][5120/6282] eta: 0:00:56 time: 0.0490 data_time: 0.0024 memory: 2281 2022/08/31 12:59:29 - mmengine - INFO - Epoch(val) [17][5140/6282] eta: 0:00:40 time: 0.0352 data_time: 0.0019 memory: 2279 2022/08/31 12:59:30 - mmengine - INFO - Epoch(val) [17][5160/6282] eta: 0:00:50 time: 0.0450 data_time: 0.0033 memory: 2279 2022/08/31 12:59:31 - mmengine - INFO - Epoch(val) [17][5180/6282] eta: 0:00:50 time: 0.0460 data_time: 0.0031 memory: 2279 2022/08/31 12:59:31 - mmengine - INFO - Epoch(val) [17][5200/6282] eta: 0:00:46 time: 0.0429 data_time: 0.0024 memory: 2279 2022/08/31 12:59:32 - mmengine - INFO - Epoch(val) [17][5220/6282] eta: 0:00:40 time: 0.0382 data_time: 0.0022 memory: 2279 2022/08/31 12:59:34 - mmengine - INFO - Epoch(val) [17][5240/6282] eta: 0:01:19 time: 0.0761 data_time: 0.0029 memory: 2282 2022/08/31 12:59:35 - mmengine - INFO - Epoch(val) [17][5260/6282] eta: 0:00:44 time: 0.0434 data_time: 0.0025 memory: 2279 2022/08/31 12:59:36 - mmengine - INFO - Epoch(val) [17][5280/6282] eta: 0:00:49 time: 0.0495 data_time: 0.0029 memory: 2279 2022/08/31 12:59:37 - mmengine - INFO - Epoch(val) [17][5300/6282] eta: 0:00:43 time: 0.0442 data_time: 0.0022 memory: 2279 2022/08/31 12:59:37 - mmengine - INFO - Epoch(val) [17][5320/6282] eta: 0:00:39 time: 0.0415 data_time: 0.0021 memory: 2279 2022/08/31 12:59:38 - mmengine - INFO - Epoch(val) [17][5340/6282] eta: 0:00:38 time: 0.0405 data_time: 0.0019 memory: 2279 2022/08/31 12:59:39 - mmengine - INFO - Epoch(val) [17][5360/6282] eta: 0:00:37 time: 0.0412 data_time: 0.0023 memory: 2279 2022/08/31 12:59:40 - mmengine - INFO - Epoch(val) [17][5380/6282] eta: 0:00:43 time: 0.0486 data_time: 0.0024 memory: 2279 2022/08/31 12:59:41 - mmengine - INFO - Epoch(val) [17][5400/6282] eta: 0:00:38 time: 0.0439 data_time: 0.0022 memory: 2279 2022/08/31 12:59:42 - mmengine - INFO - Epoch(val) [17][5420/6282] eta: 0:00:35 time: 0.0411 data_time: 0.0025 memory: 2279 2022/08/31 12:59:43 - mmengine - INFO - Epoch(val) [17][5440/6282] eta: 0:00:35 time: 0.0425 data_time: 0.0029 memory: 2279 2022/08/31 12:59:44 - mmengine - INFO - Epoch(val) [17][5460/6282] eta: 0:00:45 time: 0.0549 data_time: 0.0041 memory: 2279 2022/08/31 12:59:44 - mmengine - INFO - Epoch(val) [17][5480/6282] eta: 0:00:30 time: 0.0378 data_time: 0.0030 memory: 2279 2022/08/31 12:59:45 - mmengine - INFO - Epoch(val) [17][5500/6282] eta: 0:00:30 time: 0.0392 data_time: 0.0017 memory: 2279 2022/08/31 12:59:46 - mmengine - INFO - Epoch(val) [17][5520/6282] eta: 0:00:32 time: 0.0431 data_time: 0.0033 memory: 2289 2022/08/31 12:59:47 - mmengine - INFO - Epoch(val) [17][5540/6282] eta: 0:00:36 time: 0.0496 data_time: 0.0027 memory: 2289 2022/08/31 12:59:48 - mmengine - INFO - Epoch(val) [17][5560/6282] eta: 0:00:33 time: 0.0464 data_time: 0.0024 memory: 2289 2022/08/31 12:59:49 - mmengine - INFO - Epoch(val) [17][5580/6282] eta: 0:00:27 time: 0.0395 data_time: 0.0021 memory: 2289 2022/08/31 12:59:50 - mmengine - INFO - Epoch(val) [17][5600/6282] eta: 0:00:31 time: 0.0456 data_time: 0.0034 memory: 2289 2022/08/31 12:59:51 - mmengine - INFO - Epoch(val) [17][5620/6282] eta: 0:00:26 time: 0.0398 data_time: 0.0024 memory: 2289 2022/08/31 12:59:52 - mmengine - INFO - Epoch(val) [17][5640/6282] eta: 0:00:29 time: 0.0465 data_time: 0.0023 memory: 2279 2022/08/31 12:59:52 - mmengine - INFO - Epoch(val) [17][5660/6282] eta: 0:00:24 time: 0.0398 data_time: 0.0028 memory: 2279 2022/08/31 12:59:54 - mmengine - INFO - Epoch(val) [17][5680/6282] eta: 0:00:39 time: 0.0658 data_time: 0.0024 memory: 2279 2022/08/31 12:59:54 - mmengine - INFO - Epoch(val) [17][5700/6282] eta: 0:00:23 time: 0.0403 data_time: 0.0024 memory: 2279 2022/08/31 12:59:55 - mmengine - INFO - Epoch(val) [17][5720/6282] eta: 0:00:22 time: 0.0404 data_time: 0.0026 memory: 2296 2022/08/31 12:59:56 - mmengine - INFO - Epoch(val) [17][5740/6282] eta: 0:00:20 time: 0.0374 data_time: 0.0027 memory: 2296 2022/08/31 12:59:57 - mmengine - INFO - Epoch(val) [17][5760/6282] eta: 0:00:22 time: 0.0426 data_time: 0.0036 memory: 2296 2022/08/31 12:59:58 - mmengine - INFO - Epoch(val) [17][5780/6282] eta: 0:00:23 time: 0.0460 data_time: 0.0023 memory: 2296 2022/08/31 12:59:59 - mmengine - INFO - Epoch(val) [17][5800/6282] eta: 0:00:20 time: 0.0422 data_time: 0.0023 memory: 2296 2022/08/31 13:00:00 - mmengine - INFO - Epoch(val) [17][5820/6282] eta: 0:00:21 time: 0.0470 data_time: 0.0034 memory: 2296 2022/08/31 13:00:01 - mmengine - INFO - Epoch(val) [17][5840/6282] eta: 0:00:19 time: 0.0434 data_time: 0.0033 memory: 2289 2022/08/31 13:00:01 - mmengine - INFO - Epoch(val) [17][5860/6282] eta: 0:00:17 time: 0.0423 data_time: 0.0027 memory: 2289 2022/08/31 13:00:02 - mmengine - INFO - Epoch(val) [17][5880/6282] eta: 0:00:16 time: 0.0414 data_time: 0.0035 memory: 2289 2022/08/31 13:00:03 - mmengine - INFO - Epoch(val) [17][5900/6282] eta: 0:00:17 time: 0.0469 data_time: 0.0029 memory: 2289 2022/08/31 13:00:04 - mmengine - INFO - Epoch(val) [17][5920/6282] eta: 0:00:16 time: 0.0453 data_time: 0.0028 memory: 2289 2022/08/31 13:00:05 - mmengine - INFO - Epoch(val) [17][5940/6282] eta: 0:00:12 time: 0.0376 data_time: 0.0029 memory: 2279 2022/08/31 13:00:06 - mmengine - INFO - Epoch(val) [17][5960/6282] eta: 0:00:12 time: 0.0401 data_time: 0.0021 memory: 2279 2022/08/31 13:00:06 - mmengine - INFO - Epoch(val) [17][5980/6282] eta: 0:00:11 time: 0.0382 data_time: 0.0021 memory: 2279 2022/08/31 13:00:07 - mmengine - INFO - Epoch(val) [17][6000/6282] eta: 0:00:12 time: 0.0447 data_time: 0.0024 memory: 2308 2022/08/31 13:00:08 - mmengine - INFO - Epoch(val) [17][6020/6282] eta: 0:00:11 time: 0.0443 data_time: 0.0023 memory: 2308 2022/08/31 13:00:09 - mmengine - INFO - Epoch(val) [17][6040/6282] eta: 0:00:10 time: 0.0432 data_time: 0.0024 memory: 2308 2022/08/31 13:00:10 - mmengine - INFO - Epoch(val) [17][6060/6282] eta: 0:00:10 time: 0.0452 data_time: 0.0020 memory: 2308 2022/08/31 13:00:11 - mmengine - INFO - Epoch(val) [17][6080/6282] eta: 0:00:09 time: 0.0475 data_time: 0.0041 memory: 2308 2022/08/31 13:00:12 - mmengine - INFO - Epoch(val) [17][6100/6282] eta: 0:00:07 time: 0.0435 data_time: 0.0022 memory: 2308 2022/08/31 13:00:13 - mmengine - INFO - Epoch(val) [17][6120/6282] eta: 0:00:11 time: 0.0717 data_time: 0.0026 memory: 2308 2022/08/31 13:00:14 - mmengine - INFO - Epoch(val) [17][6140/6282] eta: 0:00:07 time: 0.0554 data_time: 0.0035 memory: 2308 2022/08/31 13:00:16 - mmengine - INFO - Epoch(val) [17][6160/6282] eta: 0:00:06 time: 0.0542 data_time: 0.0020 memory: 2308 2022/08/31 13:00:16 - mmengine - INFO - Epoch(val) [17][6180/6282] eta: 0:00:04 time: 0.0433 data_time: 0.0029 memory: 2308 2022/08/31 13:00:17 - mmengine - INFO - Epoch(val) [17][6200/6282] eta: 0:00:03 time: 0.0421 data_time: 0.0026 memory: 2308 2022/08/31 13:00:18 - mmengine - INFO - Epoch(val) [17][6220/6282] eta: 0:00:02 time: 0.0424 data_time: 0.0025 memory: 2308 2022/08/31 13:00:19 - mmengine - INFO - Epoch(val) [17][6240/6282] eta: 0:00:01 time: 0.0388 data_time: 0.0027 memory: 2308 2022/08/31 13:00:20 - mmengine - INFO - Epoch(val) [17][6260/6282] eta: 0:00:00 time: 0.0367 data_time: 0.0018 memory: 2308 2022/08/31 13:00:20 - mmengine - INFO - Epoch(val) [17][6280/6282] eta: 0:00:00 time: 0.0394 data_time: 0.0016 memory: 2308 2022/08/31 13:05:48 - mmengine - INFO - Epoch(val) [17][6282/6282] mAP/mAP@0.5IOU: 0.2411 2022/08/31 13:05:48 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/dev/mmaction2/work_dirs/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_3/best_mAP/mAP@0.5IOU_epoch_16.pth is removed 2022/08/31 13:05:51 - mmengine - INFO - The best checkpoint with 0.2411 mAP/mAP@0.5IOU at 18 epoch is saved to best_mAP/mAP@0.5IOU_epoch_18.pth. 2022/08/31 13:06:02 - mmengine - INFO - Epoch(train) [18][20/1921] lr: 1.5000e-03 eta: 0:49:40 time: 0.5300 data_time: 0.0352 memory: 8517 grad_norm: 0.0973 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.8908 recall@top3: 0.8563 prec@top3: 0.6552 recall@top5: 1.0000 prec@top5: 0.4828 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 13:06:13 - mmengine - INFO - Epoch(train) [18][40/1921] lr: 1.5000e-03 eta: 0:49:30 time: 0.5282 data_time: 0.0197 memory: 8612 grad_norm: 0.0969 recall@thr=0.5: 0.7101 prec@thr=0.5: 0.7377 recall@top3: 0.8062 prec@top3: 0.5652 recall@top5: 0.9076 prec@top5: 0.3957 loss_action_cls: 0.0306 loss: 0.0306 2022/08/31 13:06:23 - mmengine - INFO - Epoch(train) [18][60/1921] lr: 1.5000e-03 eta: 0:49:20 time: 0.5083 data_time: 0.0237 memory: 8602 grad_norm: 0.0963 recall@thr=0.5: 0.7404 prec@thr=0.5: 0.9293 recall@top3: 0.8621 prec@top3: 0.7071 recall@top5: 0.9899 prec@top5: 0.5030 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 13:06:33 - mmengine - INFO - Epoch(train) [18][80/1921] lr: 1.5000e-03 eta: 0:49:09 time: 0.5266 data_time: 0.0198 memory: 8517 grad_norm: 0.0980 recall@thr=0.5: 0.9313 prec@thr=0.5: 0.8125 recall@top3: 0.9654 prec@top3: 0.6500 recall@top5: 0.9917 prec@top5: 0.4150 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 13:06:44 - mmengine - INFO - Epoch(train) [18][100/1921] lr: 1.5000e-03 eta: 0:48:59 time: 0.5407 data_time: 0.0211 memory: 8526 grad_norm: 0.1014 recall@thr=0.5: 0.7713 prec@thr=0.5: 0.7326 recall@top3: 0.8643 prec@top3: 0.6124 recall@top5: 0.9438 prec@top5: 0.4093 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 13:06:55 - mmengine - INFO - Epoch(train) [18][120/1921] lr: 1.5000e-03 eta: 0:48:49 time: 0.5368 data_time: 0.0181 memory: 8552 grad_norm: 0.0980 recall@thr=0.5: 0.7696 prec@thr=0.5: 0.8407 recall@top3: 0.8725 prec@top3: 0.7157 recall@top5: 0.9559 prec@top5: 0.4824 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 13:07:05 - mmengine - INFO - Epoch(train) [18][140/1921] lr: 1.5000e-03 eta: 0:48:38 time: 0.5116 data_time: 0.0233 memory: 8500 grad_norm: 0.0960 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8977 recall@top3: 0.8939 prec@top3: 0.5758 recall@top5: 0.9773 prec@top5: 0.3909 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 13:07:15 - mmengine - INFO - Epoch(train) [18][160/1921] lr: 1.5000e-03 eta: 0:48:28 time: 0.5222 data_time: 0.0172 memory: 8482 grad_norm: 0.0944 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8500 recall@top3: 0.9042 prec@top3: 0.7167 recall@top5: 0.9667 prec@top5: 0.4650 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 13:07:26 - mmengine - INFO - Epoch(train) [18][180/1921] lr: 1.5000e-03 eta: 0:48:17 time: 0.5085 data_time: 0.0209 memory: 8534 grad_norm: 0.1007 recall@thr=0.5: 0.7326 prec@thr=0.5: 0.7694 recall@top3: 0.8643 prec@top3: 0.6744 recall@top5: 0.9593 prec@top5: 0.4605 loss_action_cls: 0.0299 loss: 0.0299 2022/08/31 13:07:36 - mmengine - INFO - Epoch(train) [18][200/1921] lr: 1.5000e-03 eta: 0:48:07 time: 0.5168 data_time: 0.0156 memory: 8662 grad_norm: 0.0976 recall@thr=0.5: 0.7476 prec@thr=0.5: 0.8071 recall@top3: 0.8667 prec@top3: 0.7048 recall@top5: 0.9619 prec@top5: 0.4800 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 13:07:47 - mmengine - INFO - Epoch(train) [18][220/1921] lr: 1.5000e-03 eta: 0:47:57 time: 0.5338 data_time: 0.0183 memory: 8534 grad_norm: 0.0957 recall@thr=0.5: 0.6438 prec@thr=0.5: 0.7384 recall@top3: 0.8027 prec@top3: 0.6279 recall@top5: 0.9585 prec@top5: 0.4512 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 13:07:57 - mmengine - INFO - Epoch(train) [18][240/1921] lr: 1.5000e-03 eta: 0:47:46 time: 0.5025 data_time: 0.0162 memory: 8491 grad_norm: 0.0981 recall@thr=0.5: 0.8590 prec@thr=0.5: 0.8744 recall@top3: 0.9423 prec@top3: 0.7308 recall@top5: 0.9647 prec@top5: 0.4538 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 13:08:07 - mmengine - INFO - Epoch(train) [18][260/1921] lr: 1.5000e-03 eta: 0:47:36 time: 0.5153 data_time: 0.0177 memory: 8654 grad_norm: 0.0957 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.7623 recall@top3: 0.8064 prec@top3: 0.6863 recall@top5: 0.9706 prec@top5: 0.5059 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 13:08:17 - mmengine - INFO - Epoch(train) [18][280/1921] lr: 1.5000e-03 eta: 0:47:25 time: 0.5008 data_time: 0.0153 memory: 8517 grad_norm: 0.0979 recall@thr=0.5: 0.8718 prec@thr=0.5: 0.8462 recall@top3: 0.8974 prec@top3: 0.6410 recall@top5: 0.9744 prec@top5: 0.4308 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 13:08:27 - mmengine - INFO - Epoch(train) [18][300/1921] lr: 1.5000e-03 eta: 0:47:15 time: 0.5047 data_time: 0.0170 memory: 8491 grad_norm: 0.0977 recall@thr=0.5: 0.8144 prec@thr=0.5: 0.8352 recall@top3: 0.8314 prec@top3: 0.6894 recall@top5: 0.9602 prec@top5: 0.4955 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 13:08:38 - mmengine - INFO - Epoch(train) [18][320/1921] lr: 1.5000e-03 eta: 0:47:05 time: 0.5403 data_time: 0.0202 memory: 8534 grad_norm: 0.0968 recall@thr=0.5: 0.6544 prec@thr=0.5: 0.6971 recall@top3: 0.6961 prec@top3: 0.5980 recall@top5: 0.8333 prec@top5: 0.4294 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 13:08:49 - mmengine - INFO - Epoch(train) [18][340/1921] lr: 1.5000e-03 eta: 0:46:54 time: 0.5335 data_time: 0.0192 memory: 8559 grad_norm: 0.0954 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8951 recall@top3: 0.9259 prec@top3: 0.7531 recall@top5: 0.9444 prec@top5: 0.4593 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 13:08:50 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 13:08:59 - mmengine - INFO - Epoch(train) [18][360/1921] lr: 1.5000e-03 eta: 0:46:44 time: 0.5010 data_time: 0.0202 memory: 8568 grad_norm: 0.0957 recall@thr=0.5: 0.6569 prec@thr=0.5: 0.6961 recall@top3: 0.7426 prec@top3: 0.5294 recall@top5: 0.8333 prec@top5: 0.3706 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 13:09:09 - mmengine - INFO - Epoch(train) [18][380/1921] lr: 1.5000e-03 eta: 0:46:34 time: 0.5424 data_time: 0.0173 memory: 8577 grad_norm: 0.0900 recall@thr=0.5: 0.9482 prec@thr=0.5: 0.8716 recall@top3: 0.9640 prec@top3: 0.7928 recall@top5: 1.0000 prec@top5: 0.5027 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 13:09:20 - mmengine - INFO - Epoch(train) [18][400/1921] lr: 1.5000e-03 eta: 0:46:23 time: 0.5021 data_time: 0.0216 memory: 8491 grad_norm: 0.0999 recall@thr=0.5: 0.7350 prec@thr=0.5: 0.8120 recall@top3: 0.8248 prec@top3: 0.7009 recall@top5: 0.9402 prec@top5: 0.4872 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 13:09:30 - mmengine - INFO - Epoch(train) [18][420/1921] lr: 1.5000e-03 eta: 0:46:13 time: 0.5363 data_time: 0.0341 memory: 8508 grad_norm: 0.1003 recall@thr=0.5: 0.6613 prec@thr=0.5: 0.8742 recall@top3: 0.8253 prec@top3: 0.7634 recall@top5: 0.9516 prec@top5: 0.5419 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 13:09:41 - mmengine - INFO - Epoch(train) [18][440/1921] lr: 1.5000e-03 eta: 0:46:03 time: 0.5254 data_time: 0.0206 memory: 8559 grad_norm: 0.1023 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8274 recall@top3: 0.7589 prec@top3: 0.6905 recall@top5: 0.9345 prec@top5: 0.5143 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 13:09:51 - mmengine - INFO - Epoch(train) [18][460/1921] lr: 1.5000e-03 eta: 0:45:52 time: 0.5032 data_time: 0.0160 memory: 8500 grad_norm: 0.0973 recall@thr=0.5: 0.8158 prec@thr=0.5: 0.8412 recall@top3: 0.8246 prec@top3: 0.6140 recall@top5: 0.9430 prec@top5: 0.4421 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 13:10:01 - mmengine - INFO - Epoch(train) [18][480/1921] lr: 1.5000e-03 eta: 0:45:42 time: 0.5172 data_time: 0.0203 memory: 8534 grad_norm: 0.1006 recall@thr=0.5: 0.7969 prec@thr=0.5: 0.8490 recall@top3: 0.8255 prec@top3: 0.7500 recall@top5: 0.9375 prec@top5: 0.5187 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:10:12 - mmengine - INFO - Epoch(train) [18][500/1921] lr: 1.5000e-03 eta: 0:45:31 time: 0.5249 data_time: 0.0168 memory: 8568 grad_norm: 0.0951 recall@thr=0.5: 0.6761 prec@thr=0.5: 0.8243 recall@top3: 0.8072 prec@top3: 0.7297 recall@top5: 0.9369 prec@top5: 0.5135 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 13:10:22 - mmengine - INFO - Epoch(train) [18][520/1921] lr: 1.5000e-03 eta: 0:45:21 time: 0.5052 data_time: 0.0188 memory: 8534 grad_norm: 0.0993 recall@thr=0.5: 0.8021 prec@thr=0.5: 0.8437 recall@top3: 0.8828 prec@top3: 0.6354 recall@top5: 0.9844 prec@top5: 0.4375 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 13:10:32 - mmengine - INFO - Epoch(train) [18][540/1921] lr: 1.5000e-03 eta: 0:45:11 time: 0.5267 data_time: 0.0164 memory: 8568 grad_norm: 0.0977 recall@thr=0.5: 0.8725 prec@thr=0.5: 0.9118 recall@top3: 0.9681 prec@top3: 0.7353 recall@top5: 1.0000 prec@top5: 0.4588 loss_action_cls: 0.0306 loss: 0.0306 2022/08/31 13:10:42 - mmengine - INFO - Epoch(train) [18][560/1921] lr: 1.5000e-03 eta: 0:45:00 time: 0.4986 data_time: 0.0203 memory: 8517 grad_norm: 0.1012 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.9271 recall@top3: 0.8906 prec@top3: 0.6667 recall@top5: 0.9844 prec@top5: 0.4625 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 13:10:52 - mmengine - INFO - Epoch(train) [18][580/1921] lr: 1.5000e-03 eta: 0:44:50 time: 0.5086 data_time: 0.0130 memory: 8534 grad_norm: 0.0982 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.8423 recall@top3: 0.8512 prec@top3: 0.6905 recall@top5: 1.0000 prec@top5: 0.4929 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 13:11:02 - mmengine - INFO - Epoch(train) [18][600/1921] lr: 1.5000e-03 eta: 0:44:39 time: 0.4844 data_time: 0.0203 memory: 8552 grad_norm: 0.0979 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8924 recall@top3: 0.8715 prec@top3: 0.6528 recall@top5: 0.9583 prec@top5: 0.4417 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 13:11:13 - mmengine - INFO - Epoch(train) [18][620/1921] lr: 1.5000e-03 eta: 0:44:29 time: 0.5255 data_time: 0.0127 memory: 8568 grad_norm: 0.0978 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.8778 recall@top3: 0.9167 prec@top3: 0.7556 recall@top5: 0.9833 prec@top5: 0.5067 loss_action_cls: 0.0304 loss: 0.0304 2022/08/31 13:11:24 - mmengine - INFO - Epoch(train) [18][640/1921] lr: 1.5000e-03 eta: 0:44:19 time: 0.5472 data_time: 0.0204 memory: 8585 grad_norm: 0.0969 recall@thr=0.5: 0.7794 prec@thr=0.5: 0.7647 recall@top3: 0.9167 prec@top3: 0.5882 recall@top5: 1.0000 prec@top5: 0.3824 loss_action_cls: 0.0340 loss: 0.0340 2022/08/31 13:11:34 - mmengine - INFO - Epoch(train) [18][660/1921] lr: 1.5000e-03 eta: 0:44:08 time: 0.5148 data_time: 0.0191 memory: 8559 grad_norm: 0.0940 recall@thr=0.5: 0.7844 prec@thr=0.5: 0.8073 recall@top3: 0.8234 prec@top3: 0.6979 recall@top5: 0.9609 prec@top5: 0.5062 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 13:11:44 - mmengine - INFO - Epoch(train) [18][680/1921] lr: 1.5000e-03 eta: 0:43:58 time: 0.5002 data_time: 0.0232 memory: 8594 grad_norm: 0.1011 recall@thr=0.5: 0.7146 prec@thr=0.5: 0.7642 recall@top3: 0.8167 prec@top3: 0.6333 recall@top5: 0.8521 prec@top5: 0.4050 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 13:11:55 - mmengine - INFO - Epoch(train) [18][700/1921] lr: 1.5000e-03 eta: 0:43:47 time: 0.5325 data_time: 0.0144 memory: 8620 grad_norm: 0.0978 recall@thr=0.5: 0.7446 prec@thr=0.5: 0.8441 recall@top3: 0.8253 prec@top3: 0.6452 recall@top5: 0.9247 prec@top5: 0.4516 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 13:12:05 - mmengine - INFO - Epoch(train) [18][720/1921] lr: 1.5000e-03 eta: 0:43:37 time: 0.5276 data_time: 0.0237 memory: 8526 grad_norm: 0.0961 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.7253 recall@top3: 0.8283 prec@top3: 0.6465 recall@top5: 0.8990 prec@top5: 0.4364 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 13:12:15 - mmengine - INFO - Epoch(train) [18][740/1921] lr: 1.5000e-03 eta: 0:43:27 time: 0.5154 data_time: 0.0145 memory: 8645 grad_norm: 0.0970 recall@thr=0.5: 0.7907 prec@thr=0.5: 0.8557 recall@top3: 0.8496 prec@top3: 0.7967 recall@top5: 0.9451 prec@top5: 0.5317 loss_action_cls: 0.0365 loss: 0.0365 2022/08/31 13:12:26 - mmengine - INFO - Epoch(train) [18][760/1921] lr: 1.5000e-03 eta: 0:43:16 time: 0.5080 data_time: 0.0197 memory: 8602 grad_norm: 0.0981 recall@thr=0.5: 0.7738 prec@thr=0.5: 0.8304 recall@top3: 0.9167 prec@top3: 0.7262 recall@top5: 0.9643 prec@top5: 0.4643 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 13:12:36 - mmengine - INFO - Epoch(train) [18][780/1921] lr: 1.5000e-03 eta: 0:43:06 time: 0.5408 data_time: 0.0157 memory: 8577 grad_norm: 0.0984 recall@thr=0.5: 0.7851 prec@thr=0.5: 0.8391 recall@top3: 0.8172 prec@top3: 0.7356 recall@top5: 0.8868 prec@top5: 0.4966 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 13:12:47 - mmengine - INFO - Epoch(train) [18][800/1921] lr: 1.5000e-03 eta: 0:42:56 time: 0.5275 data_time: 0.0187 memory: 8534 grad_norm: 0.0966 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8310 recall@top3: 0.9286 prec@top3: 0.8000 recall@top5: 0.9738 prec@top5: 0.5086 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 13:12:57 - mmengine - INFO - Epoch(train) [18][820/1921] lr: 1.5000e-03 eta: 0:42:45 time: 0.5248 data_time: 0.0157 memory: 8602 grad_norm: 0.0968 recall@thr=0.5: 0.6929 prec@thr=0.5: 0.8690 recall@top3: 0.8435 prec@top3: 0.7619 recall@top5: 0.9643 prec@top5: 0.5500 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 13:13:07 - mmengine - INFO - Epoch(train) [18][840/1921] lr: 1.5000e-03 eta: 0:42:35 time: 0.5009 data_time: 0.0212 memory: 8552 grad_norm: 0.0995 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.9173 recall@top3: 0.8667 prec@top3: 0.7949 recall@top5: 0.9846 prec@top5: 0.5692 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 13:13:18 - mmengine - INFO - Epoch(train) [18][860/1921] lr: 1.5000e-03 eta: 0:42:24 time: 0.5481 data_time: 0.0176 memory: 8508 grad_norm: 0.0937 recall@thr=0.5: 0.7202 prec@thr=0.5: 0.8155 recall@top3: 0.7917 prec@top3: 0.6587 recall@top5: 0.9365 prec@top5: 0.4857 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 13:13:29 - mmengine - INFO - Epoch(train) [18][880/1921] lr: 1.5000e-03 eta: 0:42:14 time: 0.5254 data_time: 0.0200 memory: 8559 grad_norm: 0.1013 recall@thr=0.5: 0.5452 prec@thr=0.5: 0.7643 recall@top3: 0.7333 prec@top3: 0.6952 recall@top5: 0.9500 prec@top5: 0.5314 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 13:13:39 - mmengine - INFO - Epoch(train) [18][900/1921] lr: 1.5000e-03 eta: 0:42:04 time: 0.5092 data_time: 0.0182 memory: 8534 grad_norm: 0.0991 recall@thr=0.5: 0.6967 prec@thr=0.5: 0.8194 recall@top3: 0.8328 prec@top3: 0.7000 recall@top5: 0.9267 prec@top5: 0.4800 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 13:13:49 - mmengine - INFO - Epoch(train) [18][920/1921] lr: 1.5000e-03 eta: 0:41:53 time: 0.5091 data_time: 0.0158 memory: 8568 grad_norm: 0.0941 recall@thr=0.5: 0.7905 prec@thr=0.5: 0.8333 recall@top3: 0.8571 prec@top3: 0.6857 recall@top5: 0.9595 prec@top5: 0.4686 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 13:14:00 - mmengine - INFO - Epoch(train) [18][940/1921] lr: 1.5000e-03 eta: 0:41:43 time: 0.5184 data_time: 0.0244 memory: 8474 grad_norm: 0.0967 recall@thr=0.5: 0.6573 prec@thr=0.5: 0.6923 recall@top3: 0.7470 prec@top3: 0.6068 recall@top5: 0.9342 prec@top5: 0.4615 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 13:14:10 - mmengine - INFO - Epoch(train) [18][960/1921] lr: 1.5000e-03 eta: 0:41:33 time: 0.5271 data_time: 0.0163 memory: 8526 grad_norm: 0.0984 recall@thr=0.5: 0.8407 prec@thr=0.5: 0.9412 recall@top3: 0.9265 prec@top3: 0.8137 recall@top5: 0.9706 prec@top5: 0.5176 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 13:14:21 - mmengine - INFO - Epoch(train) [18][980/1921] lr: 1.5000e-03 eta: 0:41:22 time: 0.5361 data_time: 0.0215 memory: 8620 grad_norm: 0.0984 recall@thr=0.5: 0.7061 prec@thr=0.5: 0.8596 recall@top3: 0.8509 prec@top3: 0.6491 recall@top5: 0.9386 prec@top5: 0.4368 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 13:14:31 - mmengine - INFO - Epoch(train) [18][1000/1921] lr: 1.5000e-03 eta: 0:41:12 time: 0.4967 data_time: 0.0184 memory: 8559 grad_norm: 0.0933 recall@thr=0.5: 0.8683 prec@thr=0.5: 0.8817 recall@top3: 0.9382 prec@top3: 0.6559 recall@top5: 1.0000 prec@top5: 0.4258 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 13:14:43 - mmengine - INFO - Epoch(train) [18][1020/1921] lr: 1.5000e-03 eta: 0:41:02 time: 0.5841 data_time: 0.0221 memory: 8602 grad_norm: 0.0975 recall@thr=0.5: 0.5632 prec@thr=0.5: 0.6494 recall@top3: 0.7299 prec@top3: 0.5632 recall@top5: 0.8391 prec@top5: 0.3931 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 13:14:52 - mmengine - INFO - Epoch(train) [18][1040/1921] lr: 1.5000e-03 eta: 0:40:51 time: 0.4909 data_time: 0.0172 memory: 8517 grad_norm: 0.0967 recall@thr=0.5: 0.8280 prec@thr=0.5: 0.8091 recall@top3: 0.9113 prec@top3: 0.7742 recall@top5: 0.9892 prec@top5: 0.5097 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 13:15:03 - mmengine - INFO - Epoch(train) [18][1060/1921] lr: 1.5000e-03 eta: 0:40:41 time: 0.5178 data_time: 0.0176 memory: 8500 grad_norm: 0.0970 recall@thr=0.5: 0.7672 prec@thr=0.5: 0.8186 recall@top3: 0.9044 prec@top3: 0.7059 recall@top5: 0.9902 prec@top5: 0.4706 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 13:15:13 - mmengine - INFO - Epoch(train) [18][1080/1921] lr: 1.5000e-03 eta: 0:40:30 time: 0.5106 data_time: 0.0170 memory: 8491 grad_norm: 0.0954 recall@thr=0.5: 0.7279 prec@thr=0.5: 0.7819 recall@top3: 0.7623 prec@top3: 0.7059 recall@top5: 0.9706 prec@top5: 0.5412 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 13:15:24 - mmengine - INFO - Epoch(train) [18][1100/1921] lr: 1.5000e-03 eta: 0:40:20 time: 0.5399 data_time: 0.0199 memory: 8594 grad_norm: 0.0962 recall@thr=0.5: 0.6594 prec@thr=0.5: 0.7307 recall@top3: 0.7323 prec@top3: 0.6354 recall@top5: 0.9219 prec@top5: 0.5000 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 13:15:34 - mmengine - INFO - Epoch(train) [18][1120/1921] lr: 1.5000e-03 eta: 0:40:10 time: 0.4976 data_time: 0.0182 memory: 8542 grad_norm: 0.0967 recall@thr=0.5: 0.7144 prec@thr=0.5: 0.8190 recall@top3: 0.8569 prec@top3: 0.7931 recall@top5: 0.9213 prec@top5: 0.5241 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 13:15:45 - mmengine - INFO - Epoch(train) [18][1140/1921] lr: 1.5000e-03 eta: 0:39:59 time: 0.5735 data_time: 0.0199 memory: 8482 grad_norm: 0.1013 recall@thr=0.5: 0.7608 prec@thr=0.5: 0.7742 recall@top3: 0.8925 prec@top3: 0.7097 recall@top5: 0.9409 prec@top5: 0.4516 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 13:15:56 - mmengine - INFO - Epoch(train) [18][1160/1921] lr: 1.5000e-03 eta: 0:39:49 time: 0.5159 data_time: 0.0239 memory: 8457 grad_norm: 0.0962 recall@thr=0.5: 0.7314 prec@thr=0.5: 0.7790 recall@top3: 0.8152 prec@top3: 0.6381 recall@top5: 0.9548 prec@top5: 0.4857 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 13:16:06 - mmengine - INFO - Epoch(train) [18][1180/1921] lr: 1.5000e-03 eta: 0:39:39 time: 0.5305 data_time: 0.0179 memory: 8542 grad_norm: 0.0964 recall@thr=0.5: 0.7653 prec@thr=0.5: 0.8785 recall@top3: 0.8347 prec@top3: 0.7083 recall@top5: 0.9729 prec@top5: 0.5250 loss_action_cls: 0.0270 loss: 0.0270 2022/08/31 13:16:16 - mmengine - INFO - Epoch(train) [18][1200/1921] lr: 1.5000e-03 eta: 0:39:28 time: 0.5138 data_time: 0.0186 memory: 8552 grad_norm: 0.0985 recall@thr=0.5: 0.6420 prec@thr=0.5: 0.8087 recall@top3: 0.7936 prec@top3: 0.7197 recall@top5: 0.9716 prec@top5: 0.5364 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 13:16:27 - mmengine - INFO - Epoch(train) [18][1220/1921] lr: 1.5000e-03 eta: 0:39:18 time: 0.5157 data_time: 0.0187 memory: 8602 grad_norm: 0.0991 recall@thr=0.5: 0.6278 prec@thr=0.5: 0.7528 recall@top3: 0.8167 prec@top3: 0.6333 recall@top5: 0.9500 prec@top5: 0.4533 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 13:16:37 - mmengine - INFO - Epoch(train) [18][1240/1921] lr: 1.5000e-03 eta: 0:39:07 time: 0.5199 data_time: 0.0191 memory: 8577 grad_norm: 0.1020 recall@thr=0.5: 0.7477 prec@thr=0.5: 0.7639 recall@top3: 0.8310 prec@top3: 0.5185 recall@top5: 0.9236 prec@top5: 0.3389 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 13:16:48 - mmengine - INFO - Epoch(train) [18][1260/1921] lr: 1.5000e-03 eta: 0:38:57 time: 0.5215 data_time: 0.0199 memory: 8552 grad_norm: 0.0958 recall@thr=0.5: 0.8420 prec@thr=0.5: 0.9138 recall@top3: 0.9282 prec@top3: 0.7241 recall@top5: 0.9598 prec@top5: 0.4552 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 13:16:59 - mmengine - INFO - Epoch(train) [18][1280/1921] lr: 1.5000e-03 eta: 0:38:47 time: 0.5626 data_time: 0.0197 memory: 8559 grad_norm: 0.0989 recall@thr=0.5: 0.8020 prec@thr=0.5: 0.7966 recall@top3: 0.8730 prec@top3: 0.7353 recall@top5: 0.9868 prec@top5: 0.5000 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 13:17:09 - mmengine - INFO - Epoch(train) [18][1300/1921] lr: 1.5000e-03 eta: 0:38:36 time: 0.5059 data_time: 0.0199 memory: 8534 grad_norm: 0.0969 recall@thr=0.5: 0.6980 prec@thr=0.5: 0.7843 recall@top3: 0.8142 prec@top3: 0.7353 recall@top5: 0.9721 prec@top5: 0.5471 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 13:17:20 - mmengine - INFO - Epoch(train) [18][1320/1921] lr: 1.5000e-03 eta: 0:38:26 time: 0.5655 data_time: 0.0200 memory: 8517 grad_norm: 0.0956 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.7286 recall@top3: 0.6690 prec@top3: 0.6000 recall@top5: 0.8595 prec@top5: 0.4686 loss_action_cls: 0.0348 loss: 0.0348 2022/08/31 13:17:30 - mmengine - INFO - Epoch(train) [18][1340/1921] lr: 1.5000e-03 eta: 0:38:16 time: 0.4988 data_time: 0.0215 memory: 8517 grad_norm: 0.0947 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8861 recall@top3: 0.9444 prec@top3: 0.7333 recall@top5: 1.0000 prec@top5: 0.4733 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:17:32 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 13:17:41 - mmengine - INFO - Epoch(train) [18][1360/1921] lr: 1.5000e-03 eta: 0:38:05 time: 0.5357 data_time: 0.0153 memory: 8568 grad_norm: 0.0995 recall@thr=0.5: 0.9111 prec@thr=0.5: 0.9667 recall@top3: 0.9361 prec@top3: 0.6667 recall@top5: 0.9611 prec@top5: 0.4133 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 13:17:51 - mmengine - INFO - Epoch(train) [18][1380/1921] lr: 1.5000e-03 eta: 0:37:55 time: 0.4962 data_time: 0.0217 memory: 8526 grad_norm: 0.0985 recall@thr=0.5: 0.7658 prec@thr=0.5: 0.8387 recall@top3: 0.8712 prec@top3: 0.7207 recall@top5: 0.9856 prec@top5: 0.5135 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 13:18:01 - mmengine - INFO - Epoch(train) [18][1400/1921] lr: 1.5000e-03 eta: 0:37:44 time: 0.5220 data_time: 0.0192 memory: 8594 grad_norm: 0.1006 recall@thr=0.5: 0.7656 prec@thr=0.5: 0.7812 recall@top3: 0.7743 prec@top3: 0.6319 recall@top5: 0.9118 prec@top5: 0.4583 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 13:18:12 - mmengine - INFO - Epoch(train) [18][1420/1921] lr: 1.5000e-03 eta: 0:37:34 time: 0.5095 data_time: 0.0166 memory: 8491 grad_norm: 0.0992 recall@thr=0.5: 0.5787 prec@thr=0.5: 0.7060 recall@top3: 0.6250 prec@top3: 0.6019 recall@top5: 0.8403 prec@top5: 0.4722 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 13:18:23 - mmengine - INFO - Epoch(train) [18][1440/1921] lr: 1.5000e-03 eta: 0:37:24 time: 0.5542 data_time: 0.0235 memory: 8517 grad_norm: 0.0981 recall@thr=0.5: 0.7255 prec@thr=0.5: 0.8039 recall@top3: 0.8480 prec@top3: 0.6373 recall@top5: 0.9681 prec@top5: 0.4529 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 13:18:32 - mmengine - INFO - Epoch(train) [18][1460/1921] lr: 1.5000e-03 eta: 0:37:13 time: 0.4934 data_time: 0.0177 memory: 8577 grad_norm: 0.0980 recall@thr=0.5: 0.8483 prec@thr=0.5: 0.9167 recall@top3: 0.9209 prec@top3: 0.8718 recall@top5: 0.9679 prec@top5: 0.5538 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 13:18:43 - mmengine - INFO - Epoch(train) [18][1480/1921] lr: 1.5000e-03 eta: 0:37:03 time: 0.5463 data_time: 0.0188 memory: 8585 grad_norm: 0.0986 recall@thr=0.5: 0.7796 prec@thr=0.5: 0.8091 recall@top3: 0.8952 prec@top3: 0.7634 recall@top5: 0.9812 prec@top5: 0.5032 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 13:18:54 - mmengine - INFO - Epoch(train) [18][1500/1921] lr: 1.5000e-03 eta: 0:36:53 time: 0.5452 data_time: 0.0179 memory: 8585 grad_norm: 0.0945 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7778 recall@top3: 0.8434 prec@top3: 0.5960 recall@top5: 0.9596 prec@top5: 0.4121 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 13:19:05 - mmengine - INFO - Epoch(train) [18][1520/1921] lr: 1.5000e-03 eta: 0:36:42 time: 0.5096 data_time: 0.0233 memory: 8620 grad_norm: 0.0946 recall@thr=0.5: 0.7057 prec@thr=0.5: 0.7917 recall@top3: 0.8344 prec@top3: 0.7396 recall@top5: 0.9250 prec@top5: 0.5000 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 13:19:16 - mmengine - INFO - Epoch(train) [18][1540/1921] lr: 1.5000e-03 eta: 0:36:32 time: 0.5588 data_time: 0.0158 memory: 8534 grad_norm: 0.0961 recall@thr=0.5: 0.7177 prec@thr=0.5: 0.8414 recall@top3: 0.7823 prec@top3: 0.7097 recall@top5: 0.9462 prec@top5: 0.5355 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 13:19:27 - mmengine - INFO - Epoch(train) [18][1560/1921] lr: 1.5000e-03 eta: 0:36:22 time: 0.5491 data_time: 0.0194 memory: 8474 grad_norm: 0.0934 recall@thr=0.5: 0.8434 prec@thr=0.5: 0.8939 recall@top3: 0.9242 prec@top3: 0.7071 recall@top5: 1.0000 prec@top5: 0.4727 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 13:19:37 - mmengine - INFO - Epoch(train) [18][1580/1921] lr: 1.5000e-03 eta: 0:36:11 time: 0.5243 data_time: 0.0145 memory: 8679 grad_norm: 0.0978 recall@thr=0.5: 0.9048 prec@thr=0.5: 0.8750 recall@top3: 0.9167 prec@top3: 0.6786 recall@top5: 0.9583 prec@top5: 0.4357 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 13:19:48 - mmengine - INFO - Epoch(train) [18][1600/1921] lr: 1.5000e-03 eta: 0:36:01 time: 0.5241 data_time: 0.0196 memory: 8474 grad_norm: 0.1005 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.7896 recall@top3: 0.8625 prec@top3: 0.7000 recall@top5: 0.9729 prec@top5: 0.4700 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 13:19:59 - mmengine - INFO - Epoch(train) [18][1620/1921] lr: 1.5000e-03 eta: 0:35:51 time: 0.5575 data_time: 0.0161 memory: 8534 grad_norm: 0.0983 recall@thr=0.5: 0.7299 prec@thr=0.5: 0.7598 recall@top3: 0.7961 prec@top3: 0.5392 recall@top5: 0.9132 prec@top5: 0.3882 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 13:20:09 - mmengine - INFO - Epoch(train) [18][1640/1921] lr: 1.5000e-03 eta: 0:35:40 time: 0.4903 data_time: 0.0215 memory: 8552 grad_norm: 0.0947 recall@thr=0.5: 0.8309 prec@thr=0.5: 0.8446 recall@top3: 0.8824 prec@top3: 0.7059 recall@top5: 0.9485 prec@top5: 0.4765 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 13:20:19 - mmengine - INFO - Epoch(train) [18][1660/1921] lr: 1.5000e-03 eta: 0:35:30 time: 0.5226 data_time: 0.0151 memory: 8542 grad_norm: 0.0994 recall@thr=0.5: 0.8139 prec@thr=0.5: 0.9000 recall@top3: 0.8556 prec@top3: 0.7333 recall@top5: 0.9917 prec@top5: 0.5267 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 13:20:29 - mmengine - INFO - Epoch(train) [18][1680/1921] lr: 1.5000e-03 eta: 0:35:19 time: 0.5154 data_time: 0.0198 memory: 8637 grad_norm: 0.0975 recall@thr=0.5: 0.7554 prec@thr=0.5: 0.9247 recall@top3: 0.8038 prec@top3: 0.7634 recall@top5: 0.9489 prec@top5: 0.5419 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 13:20:39 - mmengine - INFO - Epoch(train) [18][1700/1921] lr: 1.5000e-03 eta: 0:35:09 time: 0.5018 data_time: 0.0151 memory: 8542 grad_norm: 0.0935 recall@thr=0.5: 0.8988 prec@thr=0.5: 0.9107 recall@top3: 0.9524 prec@top3: 0.6310 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0308 loss: 0.0308 2022/08/31 13:20:50 - mmengine - INFO - Epoch(train) [18][1720/1921] lr: 1.5000e-03 eta: 0:34:59 time: 0.5059 data_time: 0.0204 memory: 8568 grad_norm: 0.0978 recall@thr=0.5: 0.6759 prec@thr=0.5: 0.7106 recall@top3: 0.8056 prec@top3: 0.6481 recall@top5: 0.9468 prec@top5: 0.4778 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 13:21:00 - mmengine - INFO - Epoch(train) [18][1740/1921] lr: 1.5000e-03 eta: 0:34:48 time: 0.5196 data_time: 0.0169 memory: 8689 grad_norm: 0.0955 recall@thr=0.5: 0.6101 prec@thr=0.5: 0.7262 recall@top3: 0.7143 prec@top3: 0.6429 recall@top5: 0.8899 prec@top5: 0.5000 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:21:10 - mmengine - INFO - Epoch(train) [18][1760/1921] lr: 1.5000e-03 eta: 0:34:38 time: 0.5191 data_time: 0.0241 memory: 8568 grad_norm: 0.0936 recall@thr=0.5: 0.7319 prec@thr=0.5: 0.8348 recall@top3: 0.8706 prec@top3: 0.7451 recall@top5: 0.9843 prec@top5: 0.5118 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:21:20 - mmengine - INFO - Epoch(train) [18][1780/1921] lr: 1.5000e-03 eta: 0:34:27 time: 0.5036 data_time: 0.0180 memory: 8559 grad_norm: 0.0987 recall@thr=0.5: 0.6968 prec@thr=0.5: 0.9005 recall@top3: 0.8542 prec@top3: 0.6574 recall@top5: 0.9838 prec@top5: 0.4722 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 13:21:31 - mmengine - INFO - Epoch(train) [18][1800/1921] lr: 1.5000e-03 eta: 0:34:17 time: 0.5213 data_time: 0.0162 memory: 8568 grad_norm: 0.0972 recall@thr=0.5: 0.6590 prec@thr=0.5: 0.7009 recall@top3: 0.7521 prec@top3: 0.6667 recall@top5: 0.9128 prec@top5: 0.4821 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:21:41 - mmengine - INFO - Epoch(train) [18][1820/1921] lr: 1.5000e-03 eta: 0:34:07 time: 0.5113 data_time: 0.0207 memory: 8542 grad_norm: 0.0942 recall@thr=0.5: 0.7760 prec@thr=0.5: 0.8411 recall@top3: 0.8802 prec@top3: 0.6146 recall@top5: 1.0000 prec@top5: 0.4375 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 13:21:51 - mmengine - INFO - Epoch(train) [18][1840/1921] lr: 1.5000e-03 eta: 0:33:56 time: 0.5106 data_time: 0.0177 memory: 8508 grad_norm: 0.0976 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.9238 recall@top3: 0.8429 prec@top3: 0.7429 recall@top5: 0.9833 prec@top5: 0.5314 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 13:22:02 - mmengine - INFO - Epoch(train) [18][1860/1921] lr: 1.5000e-03 eta: 0:33:46 time: 0.5349 data_time: 0.0236 memory: 8594 grad_norm: 0.0943 recall@thr=0.5: 0.7564 prec@thr=0.5: 0.7932 recall@top3: 0.8632 prec@top3: 0.7521 recall@top5: 0.9722 prec@top5: 0.5179 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 13:22:12 - mmengine - INFO - Epoch(train) [18][1880/1921] lr: 1.5000e-03 eta: 0:33:36 time: 0.5175 data_time: 0.0156 memory: 8482 grad_norm: 0.0964 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.7778 recall@top3: 0.7500 prec@top3: 0.6574 recall@top5: 0.9097 prec@top5: 0.4778 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:22:23 - mmengine - INFO - Epoch(train) [18][1900/1921] lr: 1.5000e-03 eta: 0:33:25 time: 0.5147 data_time: 0.0195 memory: 8559 grad_norm: 0.1014 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7881 recall@top3: 0.8167 prec@top3: 0.7429 recall@top5: 0.9119 prec@top5: 0.5143 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 13:22:32 - mmengine - INFO - Epoch(train) [18][1920/1921] lr: 1.5000e-03 eta: 0:33:15 time: 0.4852 data_time: 0.0174 memory: 8559 grad_norm: 0.0967 recall@thr=0.5: 0.7581 prec@thr=0.5: 0.8629 recall@top3: 0.8952 prec@top3: 0.8065 recall@top5: 0.9409 prec@top5: 0.5161 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 13:22:33 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 13:22:33 - mmengine - INFO - Epoch(train) [18][1921/1921] lr: 1.5000e-03 eta: 0:33:15 time: 0.4787 data_time: 0.0156 memory: 6413 grad_norm: 0.0981 recall@thr=0.5: 0.7798 prec@thr=0.5: 0.7440 recall@top3: 0.8185 prec@top3: 0.6071 recall@top5: 0.9226 prec@top5: 0.4286 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 13:22:33 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/08/31 13:22:39 - mmengine - INFO - Epoch(val) [18][20/6282] eta: 0:04:42 time: 0.0452 data_time: 0.0046 memory: 2274 2022/08/31 13:22:40 - mmengine - INFO - Epoch(val) [18][40/6282] eta: 0:04:19 time: 0.0416 data_time: 0.0032 memory: 2274 2022/08/31 13:22:41 - mmengine - INFO - Epoch(val) [18][60/6282] eta: 0:04:19 time: 0.0417 data_time: 0.0024 memory: 2274 2022/08/31 13:22:42 - mmengine - INFO - Epoch(val) [18][80/6282] eta: 0:04:35 time: 0.0444 data_time: 0.0025 memory: 2274 2022/08/31 13:22:43 - mmengine - INFO - Epoch(val) [18][100/6282] eta: 0:04:10 time: 0.0406 data_time: 0.0030 memory: 2274 2022/08/31 13:22:44 - mmengine - INFO - Epoch(val) [18][120/6282] eta: 0:04:48 time: 0.0469 data_time: 0.0030 memory: 2308 2022/08/31 13:22:44 - mmengine - INFO - Epoch(val) [18][140/6282] eta: 0:04:40 time: 0.0457 data_time: 0.0018 memory: 2308 2022/08/31 13:22:45 - mmengine - INFO - Epoch(val) [18][160/6282] eta: 0:04:39 time: 0.0456 data_time: 0.0024 memory: 2308 2022/08/31 13:22:46 - mmengine - INFO - Epoch(val) [18][180/6282] eta: 0:04:26 time: 0.0437 data_time: 0.0024 memory: 2308 2022/08/31 13:22:47 - mmengine - INFO - Epoch(val) [18][200/6282] eta: 0:04:06 time: 0.0406 data_time: 0.0024 memory: 2308 2022/08/31 13:22:48 - mmengine - INFO - Epoch(val) [18][220/6282] eta: 0:04:10 time: 0.0414 data_time: 0.0029 memory: 2279 2022/08/31 13:22:49 - mmengine - INFO - Epoch(val) [18][240/6282] eta: 0:04:31 time: 0.0449 data_time: 0.0028 memory: 2279 2022/08/31 13:22:50 - mmengine - INFO - Epoch(val) [18][260/6282] eta: 0:03:29 time: 0.0348 data_time: 0.0020 memory: 2279 2022/08/31 13:22:51 - mmengine - INFO - Epoch(val) [18][280/6282] eta: 0:04:45 time: 0.0476 data_time: 0.0022 memory: 2279 2022/08/31 13:22:52 - mmengine - INFO - Epoch(val) [18][300/6282] eta: 0:05:04 time: 0.0509 data_time: 0.0037 memory: 2308 2022/08/31 13:22:53 - mmengine - INFO - Epoch(val) [18][320/6282] eta: 0:05:14 time: 0.0528 data_time: 0.0020 memory: 2308 2022/08/31 13:22:54 - mmengine - INFO - Epoch(val) [18][340/6282] eta: 0:04:55 time: 0.0497 data_time: 0.0024 memory: 2308 2022/08/31 13:22:55 - mmengine - INFO - Epoch(val) [18][360/6282] eta: 0:05:12 time: 0.0528 data_time: 0.0024 memory: 2308 2022/08/31 13:22:56 - mmengine - INFO - Epoch(val) [18][380/6282] eta: 0:07:24 time: 0.0753 data_time: 0.0023 memory: 2308 2022/08/31 13:22:57 - mmengine - INFO - Epoch(val) [18][400/6282] eta: 0:04:13 time: 0.0431 data_time: 0.0021 memory: 2308 2022/08/31 13:22:58 - mmengine - INFO - Epoch(val) [18][420/6282] eta: 0:04:02 time: 0.0414 data_time: 0.0028 memory: 2281 2022/08/31 13:22:59 - mmengine - INFO - Epoch(val) [18][440/6282] eta: 0:03:43 time: 0.0382 data_time: 0.0021 memory: 2281 2022/08/31 13:22:59 - mmengine - INFO - Epoch(val) [18][460/6282] eta: 0:04:00 time: 0.0413 data_time: 0.0024 memory: 2281 2022/08/31 13:23:00 - mmengine - INFO - Epoch(val) [18][480/6282] eta: 0:03:59 time: 0.0412 data_time: 0.0027 memory: 2281 2022/08/31 13:23:01 - mmengine - INFO - Epoch(val) [18][500/6282] eta: 0:04:01 time: 0.0417 data_time: 0.0020 memory: 2281 2022/08/31 13:23:02 - mmengine - INFO - Epoch(val) [18][520/6282] eta: 0:04:53 time: 0.0509 data_time: 0.0030 memory: 2279 2022/08/31 13:23:03 - mmengine - INFO - Epoch(val) [18][540/6282] eta: 0:04:52 time: 0.0509 data_time: 0.0020 memory: 2279 2022/08/31 13:23:04 - mmengine - INFO - Epoch(val) [18][560/6282] eta: 0:04:40 time: 0.0491 data_time: 0.0023 memory: 2279 2022/08/31 13:23:05 - mmengine - INFO - Epoch(val) [18][580/6282] eta: 0:04:53 time: 0.0514 data_time: 0.0029 memory: 2279 2022/08/31 13:23:06 - mmengine - INFO - Epoch(val) [18][600/6282] eta: 0:04:03 time: 0.0429 data_time: 0.0019 memory: 2279 2022/08/31 13:23:07 - mmengine - INFO - Epoch(val) [18][620/6282] eta: 0:04:14 time: 0.0450 data_time: 0.0023 memory: 2279 2022/08/31 13:23:08 - mmengine - INFO - Epoch(val) [18][640/6282] eta: 0:03:58 time: 0.0423 data_time: 0.0037 memory: 2277 2022/08/31 13:23:09 - mmengine - INFO - Epoch(val) [18][660/6282] eta: 0:03:59 time: 0.0426 data_time: 0.0027 memory: 2277 2022/08/31 13:23:10 - mmengine - INFO - Epoch(val) [18][680/6282] eta: 0:04:12 time: 0.0450 data_time: 0.0045 memory: 2277 2022/08/31 13:23:11 - mmengine - INFO - Epoch(val) [18][700/6282] eta: 0:04:18 time: 0.0464 data_time: 0.0029 memory: 2277 2022/08/31 13:23:12 - mmengine - INFO - Epoch(val) [18][720/6282] eta: 0:05:00 time: 0.0540 data_time: 0.0029 memory: 2319 2022/08/31 13:23:13 - mmengine - INFO - Epoch(val) [18][740/6282] eta: 0:04:52 time: 0.0527 data_time: 0.0035 memory: 2308 2022/08/31 13:23:14 - mmengine - INFO - Epoch(val) [18][760/6282] eta: 0:04:42 time: 0.0511 data_time: 0.0022 memory: 2308 2022/08/31 13:23:15 - mmengine - INFO - Epoch(val) [18][780/6282] eta: 0:04:06 time: 0.0448 data_time: 0.0024 memory: 2308 2022/08/31 13:23:16 - mmengine - INFO - Epoch(val) [18][800/6282] eta: 0:06:01 time: 0.0660 data_time: 0.0028 memory: 2308 2022/08/31 13:23:17 - mmengine - INFO - Epoch(val) [18][820/6282] eta: 0:03:40 time: 0.0404 data_time: 0.0022 memory: 2308 2022/08/31 13:23:18 - mmengine - INFO - Epoch(val) [18][840/6282] eta: 0:04:58 time: 0.0548 data_time: 0.0036 memory: 2279 2022/08/31 13:23:19 - mmengine - INFO - Epoch(val) [18][860/6282] eta: 0:04:46 time: 0.0529 data_time: 0.0023 memory: 2279 2022/08/31 13:23:20 - mmengine - INFO - Epoch(val) [18][880/6282] eta: 0:04:39 time: 0.0517 data_time: 0.0020 memory: 2279 2022/08/31 13:23:21 - mmengine - INFO - Epoch(val) [18][900/6282] eta: 0:04:27 time: 0.0496 data_time: 0.0028 memory: 2279 2022/08/31 13:23:22 - mmengine - INFO - Epoch(val) [18][920/6282] eta: 0:04:31 time: 0.0506 data_time: 0.0019 memory: 2279 2022/08/31 13:23:23 - mmengine - INFO - Epoch(val) [18][940/6282] eta: 0:03:37 time: 0.0406 data_time: 0.0022 memory: 2274 2022/08/31 13:23:24 - mmengine - INFO - Epoch(val) [18][960/6282] eta: 0:03:31 time: 0.0397 data_time: 0.0019 memory: 2274 2022/08/31 13:23:25 - mmengine - INFO - Epoch(val) [18][980/6282] eta: 0:03:33 time: 0.0403 data_time: 0.0024 memory: 2274 2022/08/31 13:23:25 - mmengine - INFO - Epoch(val) [18][1000/6282] eta: 0:03:51 time: 0.0438 data_time: 0.0030 memory: 2274 2022/08/31 13:23:26 - mmengine - INFO - Epoch(val) [18][1020/6282] eta: 0:03:49 time: 0.0437 data_time: 0.0032 memory: 2279 2022/08/31 13:23:27 - mmengine - INFO - Epoch(val) [18][1040/6282] eta: 0:03:53 time: 0.0446 data_time: 0.0024 memory: 2279 2022/08/31 13:23:28 - mmengine - INFO - Epoch(val) [18][1060/6282] eta: 0:03:52 time: 0.0446 data_time: 0.0025 memory: 2279 2022/08/31 13:23:29 - mmengine - INFO - Epoch(val) [18][1080/6282] eta: 0:03:57 time: 0.0456 data_time: 0.0023 memory: 2279 2022/08/31 13:23:30 - mmengine - INFO - Epoch(val) [18][1100/6282] eta: 0:04:00 time: 0.0465 data_time: 0.0031 memory: 2279 2022/08/31 13:23:31 - mmengine - INFO - Epoch(val) [18][1120/6282] eta: 0:03:47 time: 0.0441 data_time: 0.0020 memory: 2279 2022/08/31 13:23:32 - mmengine - INFO - Epoch(val) [18][1140/6282] eta: 0:03:54 time: 0.0456 data_time: 0.0028 memory: 2279 2022/08/31 13:23:33 - mmengine - INFO - Epoch(val) [18][1160/6282] eta: 0:03:55 time: 0.0460 data_time: 0.0024 memory: 2279 2022/08/31 13:23:34 - mmengine - INFO - Epoch(val) [18][1180/6282] eta: 0:03:57 time: 0.0465 data_time: 0.0039 memory: 2279 2022/08/31 13:23:35 - mmengine - INFO - Epoch(val) [18][1200/6282] eta: 0:03:53 time: 0.0459 data_time: 0.0026 memory: 2279 2022/08/31 13:23:36 - mmengine - INFO - Epoch(val) [18][1220/6282] eta: 0:07:14 time: 0.0858 data_time: 0.0041 memory: 2279 2022/08/31 13:23:37 - mmengine - INFO - Epoch(val) [18][1240/6282] eta: 0:03:34 time: 0.0426 data_time: 0.0029 memory: 2308 2022/08/31 13:23:38 - mmengine - INFO - Epoch(val) [18][1260/6282] eta: 0:04:22 time: 0.0523 data_time: 0.0034 memory: 2308 2022/08/31 13:23:39 - mmengine - INFO - Epoch(val) [18][1280/6282] eta: 0:03:48 time: 0.0456 data_time: 0.0021 memory: 2308 2022/08/31 13:23:40 - mmengine - INFO - Epoch(val) [18][1300/6282] eta: 0:03:46 time: 0.0454 data_time: 0.0028 memory: 2308 2022/08/31 13:23:41 - mmengine - INFO - Epoch(val) [18][1320/6282] eta: 0:03:26 time: 0.0416 data_time: 0.0018 memory: 2308 2022/08/31 13:23:42 - mmengine - INFO - Epoch(val) [18][1340/6282] eta: 0:03:13 time: 0.0391 data_time: 0.0022 memory: 2308 2022/08/31 13:23:43 - mmengine - INFO - Epoch(val) [18][1360/6282] eta: 0:03:40 time: 0.0449 data_time: 0.0022 memory: 2308 2022/08/31 13:23:43 - mmengine - INFO - Epoch(val) [18][1380/6282] eta: 0:03:30 time: 0.0430 data_time: 0.0019 memory: 2308 2022/08/31 13:23:44 - mmengine - INFO - Epoch(val) [18][1400/6282] eta: 0:03:23 time: 0.0416 data_time: 0.0020 memory: 2308 2022/08/31 13:23:45 - mmengine - INFO - Epoch(val) [18][1420/6282] eta: 0:03:24 time: 0.0420 data_time: 0.0025 memory: 2308 2022/08/31 13:23:46 - mmengine - INFO - Epoch(val) [18][1440/6282] eta: 0:03:36 time: 0.0447 data_time: 0.0023 memory: 2308 2022/08/31 13:23:47 - mmengine - INFO - Epoch(val) [18][1460/6282] eta: 0:03:55 time: 0.0489 data_time: 0.0022 memory: 2308 2022/08/31 13:23:48 - mmengine - INFO - Epoch(val) [18][1480/6282] eta: 0:03:48 time: 0.0476 data_time: 0.0026 memory: 2308 2022/08/31 13:23:49 - mmengine - INFO - Epoch(val) [18][1500/6282] eta: 0:03:42 time: 0.0465 data_time: 0.0021 memory: 2308 2022/08/31 13:23:50 - mmengine - INFO - Epoch(val) [18][1520/6282] eta: 0:03:24 time: 0.0430 data_time: 0.0021 memory: 2352 2022/08/31 13:23:51 - mmengine - INFO - Epoch(val) [18][1540/6282] eta: 0:03:49 time: 0.0484 data_time: 0.0025 memory: 2352 2022/08/31 13:23:52 - mmengine - INFO - Epoch(val) [18][1560/6282] eta: 0:03:50 time: 0.0489 data_time: 0.0023 memory: 2352 2022/08/31 13:23:53 - mmengine - INFO - Epoch(val) [18][1580/6282] eta: 0:03:22 time: 0.0431 data_time: 0.0019 memory: 2352 2022/08/31 13:23:53 - mmengine - INFO - Epoch(val) [18][1600/6282] eta: 0:03:08 time: 0.0402 data_time: 0.0017 memory: 2352 2022/08/31 13:23:54 - mmengine - INFO - Epoch(val) [18][1620/6282] eta: 0:03:27 time: 0.0444 data_time: 0.0029 memory: 2352 2022/08/31 13:23:56 - mmengine - INFO - Epoch(val) [18][1640/6282] eta: 0:05:50 time: 0.0755 data_time: 0.0024 memory: 2308 2022/08/31 13:23:57 - mmengine - INFO - Epoch(val) [18][1660/6282] eta: 0:03:28 time: 0.0450 data_time: 0.0021 memory: 2308 2022/08/31 13:23:58 - mmengine - INFO - Epoch(val) [18][1680/6282] eta: 0:03:06 time: 0.0405 data_time: 0.0021 memory: 2308 2022/08/31 13:23:59 - mmengine - INFO - Epoch(val) [18][1700/6282] eta: 0:04:17 time: 0.0563 data_time: 0.0028 memory: 2308 2022/08/31 13:24:00 - mmengine - INFO - Epoch(val) [18][1720/6282] eta: 0:04:30 time: 0.0593 data_time: 0.0029 memory: 2311 2022/08/31 13:24:01 - mmengine - INFO - Epoch(val) [18][1740/6282] eta: 0:03:38 time: 0.0481 data_time: 0.0033 memory: 2308 2022/08/31 13:24:02 - mmengine - INFO - Epoch(val) [18][1760/6282] eta: 0:03:41 time: 0.0489 data_time: 0.0019 memory: 2308 2022/08/31 13:24:03 - mmengine - INFO - Epoch(val) [18][1780/6282] eta: 0:03:57 time: 0.0528 data_time: 0.0031 memory: 2308 2022/08/31 13:24:04 - mmengine - INFO - Epoch(val) [18][1800/6282] eta: 0:03:50 time: 0.0515 data_time: 0.0025 memory: 2308 2022/08/31 13:24:05 - mmengine - INFO - Epoch(val) [18][1820/6282] eta: 0:04:11 time: 0.0564 data_time: 0.0021 memory: 2308 2022/08/31 13:24:06 - mmengine - INFO - Epoch(val) [18][1840/6282] eta: 0:03:40 time: 0.0498 data_time: 0.0023 memory: 2308 2022/08/31 13:24:07 - mmengine - INFO - Epoch(val) [18][1860/6282] eta: 0:03:21 time: 0.0457 data_time: 0.0020 memory: 2308 2022/08/31 13:24:08 - mmengine - INFO - Epoch(val) [18][1880/6282] eta: 0:03:10 time: 0.0433 data_time: 0.0018 memory: 2308 2022/08/31 13:24:09 - mmengine - INFO - Epoch(val) [18][1900/6282] eta: 0:03:16 time: 0.0449 data_time: 0.0032 memory: 2308 2022/08/31 13:24:10 - mmengine - INFO - Epoch(val) [18][1920/6282] eta: 0:03:55 time: 0.0541 data_time: 0.0025 memory: 2308 2022/08/31 13:24:11 - mmengine - INFO - Epoch(val) [18][1940/6282] eta: 0:03:26 time: 0.0475 data_time: 0.0025 memory: 2308 2022/08/31 13:24:12 - mmengine - INFO - Epoch(val) [18][1960/6282] eta: 0:03:05 time: 0.0429 data_time: 0.0018 memory: 2281 2022/08/31 13:24:13 - mmengine - INFO - Epoch(val) [18][1980/6282] eta: 0:02:50 time: 0.0397 data_time: 0.0021 memory: 2281 2022/08/31 13:24:13 - mmengine - INFO - Epoch(val) [18][2000/6282] eta: 0:02:40 time: 0.0374 data_time: 0.0021 memory: 2281 2022/08/31 13:24:14 - mmengine - INFO - Epoch(val) [18][2020/6282] eta: 0:02:48 time: 0.0396 data_time: 0.0028 memory: 2281 2022/08/31 13:24:15 - mmengine - INFO - Epoch(val) [18][2040/6282] eta: 0:02:57 time: 0.0419 data_time: 0.0029 memory: 2281 2022/08/31 13:24:16 - mmengine - INFO - Epoch(val) [18][2060/6282] eta: 0:04:31 time: 0.0644 data_time: 0.0033 memory: 2281 2022/08/31 13:24:17 - mmengine - INFO - Epoch(val) [18][2080/6282] eta: 0:02:48 time: 0.0402 data_time: 0.0023 memory: 2281 2022/08/31 13:24:18 - mmengine - INFO - Epoch(val) [18][2100/6282] eta: 0:02:36 time: 0.0374 data_time: 0.0025 memory: 2281 2022/08/31 13:24:19 - mmengine - INFO - Epoch(val) [18][2120/6282] eta: 0:02:35 time: 0.0374 data_time: 0.0032 memory: 2281 2022/08/31 13:24:20 - mmengine - INFO - Epoch(val) [18][2140/6282] eta: 0:03:01 time: 0.0439 data_time: 0.0031 memory: 2281 2022/08/31 13:24:20 - mmengine - INFO - Epoch(val) [18][2160/6282] eta: 0:03:12 time: 0.0467 data_time: 0.0028 memory: 2279 2022/08/31 13:24:21 - mmengine - INFO - Epoch(val) [18][2180/6282] eta: 0:03:05 time: 0.0453 data_time: 0.0026 memory: 2279 2022/08/31 13:24:22 - mmengine - INFO - Epoch(val) [18][2200/6282] eta: 0:03:09 time: 0.0464 data_time: 0.0028 memory: 2279 2022/08/31 13:24:23 - mmengine - INFO - Epoch(val) [18][2220/6282] eta: 0:02:46 time: 0.0410 data_time: 0.0020 memory: 2279 2022/08/31 13:24:24 - mmengine - INFO - Epoch(val) [18][2240/6282] eta: 0:03:07 time: 0.0465 data_time: 0.0019 memory: 2279 2022/08/31 13:24:25 - mmengine - INFO - Epoch(val) [18][2260/6282] eta: 0:03:23 time: 0.0505 data_time: 0.0033 memory: 2281 2022/08/31 13:24:26 - mmengine - INFO - Epoch(val) [18][2280/6282] eta: 0:03:06 time: 0.0465 data_time: 0.0031 memory: 2281 2022/08/31 13:24:27 - mmengine - INFO - Epoch(val) [18][2300/6282] eta: 0:03:02 time: 0.0457 data_time: 0.0029 memory: 2281 2022/08/31 13:24:28 - mmengine - INFO - Epoch(val) [18][2320/6282] eta: 0:03:04 time: 0.0465 data_time: 0.0027 memory: 2281 2022/08/31 13:24:29 - mmengine - INFO - Epoch(val) [18][2340/6282] eta: 0:02:42 time: 0.0413 data_time: 0.0026 memory: 2281 2022/08/31 13:24:30 - mmengine - INFO - Epoch(val) [18][2360/6282] eta: 0:02:50 time: 0.0436 data_time: 0.0030 memory: 2279 2022/08/31 13:24:31 - mmengine - INFO - Epoch(val) [18][2380/6282] eta: 0:02:51 time: 0.0440 data_time: 0.0021 memory: 2279 2022/08/31 13:24:31 - mmengine - INFO - Epoch(val) [18][2400/6282] eta: 0:03:04 time: 0.0476 data_time: 0.0039 memory: 2279 2022/08/31 13:24:32 - mmengine - INFO - Epoch(val) [18][2420/6282] eta: 0:02:49 time: 0.0439 data_time: 0.0024 memory: 2279 2022/08/31 13:24:33 - mmengine - INFO - Epoch(val) [18][2440/6282] eta: 0:02:56 time: 0.0458 data_time: 0.0030 memory: 2279 2022/08/31 13:24:34 - mmengine - INFO - Epoch(val) [18][2460/6282] eta: 0:03:04 time: 0.0482 data_time: 0.0035 memory: 2308 2022/08/31 13:24:36 - mmengine - INFO - Epoch(val) [18][2480/6282] eta: 0:04:50 time: 0.0765 data_time: 0.0056 memory: 2308 2022/08/31 13:24:37 - mmengine - INFO - Epoch(val) [18][2500/6282] eta: 0:03:10 time: 0.0503 data_time: 0.0041 memory: 2308 2022/08/31 13:24:38 - mmengine - INFO - Epoch(val) [18][2520/6282] eta: 0:03:20 time: 0.0533 data_time: 0.0029 memory: 2308 2022/08/31 13:24:39 - mmengine - INFO - Epoch(val) [18][2540/6282] eta: 0:03:04 time: 0.0493 data_time: 0.0025 memory: 2311 2022/08/31 13:24:40 - mmengine - INFO - Epoch(val) [18][2560/6282] eta: 0:02:50 time: 0.0457 data_time: 0.0026 memory: 2308 2022/08/31 13:24:41 - mmengine - INFO - Epoch(val) [18][2580/6282] eta: 0:02:41 time: 0.0437 data_time: 0.0020 memory: 2308 2022/08/31 13:24:42 - mmengine - INFO - Epoch(val) [18][2600/6282] eta: 0:02:47 time: 0.0455 data_time: 0.0018 memory: 2308 2022/08/31 13:24:43 - mmengine - INFO - Epoch(val) [18][2620/6282] eta: 0:02:41 time: 0.0440 data_time: 0.0021 memory: 2308 2022/08/31 13:24:43 - mmengine - INFO - Epoch(val) [18][2640/6282] eta: 0:02:42 time: 0.0445 data_time: 0.0023 memory: 2308 2022/08/31 13:24:44 - mmengine - INFO - Epoch(val) [18][2660/6282] eta: 0:02:49 time: 0.0469 data_time: 0.0040 memory: 2348 2022/08/31 13:24:45 - mmengine - INFO - Epoch(val) [18][2680/6282] eta: 0:02:58 time: 0.0496 data_time: 0.0033 memory: 2348 2022/08/31 13:24:46 - mmengine - INFO - Epoch(val) [18][2700/6282] eta: 0:02:54 time: 0.0488 data_time: 0.0034 memory: 2348 2022/08/31 13:24:47 - mmengine - INFO - Epoch(val) [18][2720/6282] eta: 0:02:47 time: 0.0471 data_time: 0.0019 memory: 2348 2022/08/31 13:24:48 - mmengine - INFO - Epoch(val) [18][2740/6282] eta: 0:02:52 time: 0.0488 data_time: 0.0027 memory: 2348 2022/08/31 13:24:49 - mmengine - INFO - Epoch(val) [18][2760/6282] eta: 0:02:40 time: 0.0456 data_time: 0.0028 memory: 2281 2022/08/31 13:24:50 - mmengine - INFO - Epoch(val) [18][2780/6282] eta: 0:02:30 time: 0.0431 data_time: 0.0031 memory: 2281 2022/08/31 13:24:51 - mmengine - INFO - Epoch(val) [18][2800/6282] eta: 0:02:27 time: 0.0424 data_time: 0.0021 memory: 2281 2022/08/31 13:24:52 - mmengine - INFO - Epoch(val) [18][2820/6282] eta: 0:02:35 time: 0.0448 data_time: 0.0027 memory: 2281 2022/08/31 13:24:53 - mmengine - INFO - Epoch(val) [18][2840/6282] eta: 0:02:34 time: 0.0448 data_time: 0.0021 memory: 2281 2022/08/31 13:24:54 - mmengine - INFO - Epoch(val) [18][2860/6282] eta: 0:02:21 time: 0.0415 data_time: 0.0020 memory: 2308 2022/08/31 13:24:54 - mmengine - INFO - Epoch(val) [18][2880/6282] eta: 0:02:19 time: 0.0411 data_time: 0.0029 memory: 2308 2022/08/31 13:24:56 - mmengine - INFO - Epoch(val) [18][2900/6282] eta: 0:03:50 time: 0.0682 data_time: 0.0037 memory: 2308 2022/08/31 13:24:57 - mmengine - INFO - Epoch(val) [18][2920/6282] eta: 0:02:15 time: 0.0403 data_time: 0.0018 memory: 2308 2022/08/31 13:24:57 - mmengine - INFO - Epoch(val) [18][2940/6282] eta: 0:02:15 time: 0.0404 data_time: 0.0019 memory: 2293 2022/08/31 13:24:58 - mmengine - INFO - Epoch(val) [18][2960/6282] eta: 0:02:30 time: 0.0453 data_time: 0.0026 memory: 2293 2022/08/31 13:24:59 - mmengine - INFO - Epoch(val) [18][2980/6282] eta: 0:02:30 time: 0.0455 data_time: 0.0023 memory: 2293 2022/08/31 13:25:00 - mmengine - INFO - Epoch(val) [18][3000/6282] eta: 0:02:13 time: 0.0408 data_time: 0.0023 memory: 2293 2022/08/31 13:25:01 - mmengine - INFO - Epoch(val) [18][3020/6282] eta: 0:02:28 time: 0.0455 data_time: 0.0030 memory: 2308 2022/08/31 13:25:02 - mmengine - INFO - Epoch(val) [18][3040/6282] eta: 0:02:42 time: 0.0502 data_time: 0.0023 memory: 2308 2022/08/31 13:25:03 - mmengine - INFO - Epoch(val) [18][3060/6282] eta: 0:02:45 time: 0.0514 data_time: 0.0024 memory: 2308 2022/08/31 13:25:04 - mmengine - INFO - Epoch(val) [18][3080/6282] eta: 0:02:32 time: 0.0477 data_time: 0.0029 memory: 2308 2022/08/31 13:25:05 - mmengine - INFO - Epoch(val) [18][3100/6282] eta: 0:02:24 time: 0.0455 data_time: 0.0031 memory: 2308 2022/08/31 13:25:06 - mmengine - INFO - Epoch(val) [18][3120/6282] eta: 0:02:07 time: 0.0402 data_time: 0.0032 memory: 2281 2022/08/31 13:25:07 - mmengine - INFO - Epoch(val) [18][3140/6282] eta: 0:01:55 time: 0.0369 data_time: 0.0020 memory: 2281 2022/08/31 13:25:07 - mmengine - INFO - Epoch(val) [18][3160/6282] eta: 0:02:07 time: 0.0410 data_time: 0.0033 memory: 2281 2022/08/31 13:25:08 - mmengine - INFO - Epoch(val) [18][3180/6282] eta: 0:01:49 time: 0.0353 data_time: 0.0022 memory: 2281 2022/08/31 13:25:09 - mmengine - INFO - Epoch(val) [18][3200/6282] eta: 0:02:05 time: 0.0406 data_time: 0.0022 memory: 2308 2022/08/31 13:25:10 - mmengine - INFO - Epoch(val) [18][3220/6282] eta: 0:02:03 time: 0.0405 data_time: 0.0024 memory: 2308 2022/08/31 13:25:11 - mmengine - INFO - Epoch(val) [18][3240/6282] eta: 0:02:03 time: 0.0406 data_time: 0.0027 memory: 2308 2022/08/31 13:25:11 - mmengine - INFO - Epoch(val) [18][3260/6282] eta: 0:02:04 time: 0.0411 data_time: 0.0019 memory: 2308 2022/08/31 13:25:12 - mmengine - INFO - Epoch(val) [18][3280/6282] eta: 0:02:18 time: 0.0463 data_time: 0.0025 memory: 2308 2022/08/31 13:25:13 - mmengine - INFO - Epoch(val) [18][3300/6282] eta: 0:02:17 time: 0.0460 data_time: 0.0020 memory: 2308 2022/08/31 13:25:14 - mmengine - INFO - Epoch(val) [18][3320/6282] eta: 0:01:55 time: 0.0391 data_time: 0.0018 memory: 2308 2022/08/31 13:25:15 - mmengine - INFO - Epoch(val) [18][3340/6282] eta: 0:02:16 time: 0.0463 data_time: 0.0022 memory: 2308 2022/08/31 13:25:16 - mmengine - INFO - Epoch(val) [18][3360/6282] eta: 0:03:33 time: 0.0732 data_time: 0.0025 memory: 2308 2022/08/31 13:25:17 - mmengine - INFO - Epoch(val) [18][3380/6282] eta: 0:02:09 time: 0.0447 data_time: 0.0023 memory: 2308 2022/08/31 13:25:18 - mmengine - INFO - Epoch(val) [18][3400/6282] eta: 0:02:24 time: 0.0502 data_time: 0.0025 memory: 2279 2022/08/31 13:25:19 - mmengine - INFO - Epoch(val) [18][3420/6282] eta: 0:02:00 time: 0.0421 data_time: 0.0022 memory: 2279 2022/08/31 13:25:20 - mmengine - INFO - Epoch(val) [18][3440/6282] eta: 0:02:00 time: 0.0425 data_time: 0.0036 memory: 2279 2022/08/31 13:25:21 - mmengine - INFO - Epoch(val) [18][3460/6282] eta: 0:02:28 time: 0.0526 data_time: 0.0025 memory: 2282 2022/08/31 13:25:22 - mmengine - INFO - Epoch(val) [18][3480/6282] eta: 0:02:18 time: 0.0495 data_time: 0.0020 memory: 2279 2022/08/31 13:25:23 - mmengine - INFO - Epoch(val) [18][3500/6282] eta: 0:01:49 time: 0.0395 data_time: 0.0024 memory: 2279 2022/08/31 13:25:24 - mmengine - INFO - Epoch(val) [18][3520/6282] eta: 0:01:51 time: 0.0402 data_time: 0.0035 memory: 2279 2022/08/31 13:25:25 - mmengine - INFO - Epoch(val) [18][3540/6282] eta: 0:01:54 time: 0.0418 data_time: 0.0021 memory: 2279 2022/08/31 13:25:25 - mmengine - INFO - Epoch(val) [18][3560/6282] eta: 0:01:59 time: 0.0438 data_time: 0.0023 memory: 2279 2022/08/31 13:25:26 - mmengine - INFO - Epoch(val) [18][3580/6282] eta: 0:01:50 time: 0.0408 data_time: 0.0026 memory: 2300 2022/08/31 13:25:27 - mmengine - INFO - Epoch(val) [18][3600/6282] eta: 0:01:53 time: 0.0424 data_time: 0.0022 memory: 2300 2022/08/31 13:25:28 - mmengine - INFO - Epoch(val) [18][3620/6282] eta: 0:02:39 time: 0.0598 data_time: 0.0026 memory: 2302 2022/08/31 13:25:29 - mmengine - INFO - Epoch(val) [18][3640/6282] eta: 0:02:07 time: 0.0484 data_time: 0.0023 memory: 2300 2022/08/31 13:25:30 - mmengine - INFO - Epoch(val) [18][3660/6282] eta: 0:02:06 time: 0.0483 data_time: 0.0024 memory: 2300 2022/08/31 13:25:31 - mmengine - INFO - Epoch(val) [18][3680/6282] eta: 0:01:53 time: 0.0435 data_time: 0.0029 memory: 2308 2022/08/31 13:25:32 - mmengine - INFO - Epoch(val) [18][3700/6282] eta: 0:02:02 time: 0.0476 data_time: 0.0027 memory: 2308 2022/08/31 13:25:33 - mmengine - INFO - Epoch(val) [18][3720/6282] eta: 0:01:59 time: 0.0465 data_time: 0.0034 memory: 2308 2022/08/31 13:25:34 - mmengine - INFO - Epoch(val) [18][3740/6282] eta: 0:02:04 time: 0.0490 data_time: 0.0038 memory: 2308 2022/08/31 13:25:35 - mmengine - INFO - Epoch(val) [18][3760/6282] eta: 0:01:55 time: 0.0458 data_time: 0.0028 memory: 2308 2022/08/31 13:25:36 - mmengine - INFO - Epoch(val) [18][3780/6282] eta: 0:02:52 time: 0.0690 data_time: 0.0077 memory: 2308 2022/08/31 13:25:37 - mmengine - INFO - Epoch(val) [18][3800/6282] eta: 0:01:50 time: 0.0446 data_time: 0.0030 memory: 2308 2022/08/31 13:25:38 - mmengine - INFO - Epoch(val) [18][3820/6282] eta: 0:01:55 time: 0.0468 data_time: 0.0026 memory: 2308 2022/08/31 13:25:39 - mmengine - INFO - Epoch(val) [18][3840/6282] eta: 0:01:50 time: 0.0453 data_time: 0.0028 memory: 2308 2022/08/31 13:25:40 - mmengine - INFO - Epoch(val) [18][3860/6282] eta: 0:01:39 time: 0.0411 data_time: 0.0021 memory: 2308 2022/08/31 13:25:41 - mmengine - INFO - Epoch(val) [18][3880/6282] eta: 0:01:32 time: 0.0384 data_time: 0.0035 memory: 2308 2022/08/31 13:25:42 - mmengine - INFO - Epoch(val) [18][3900/6282] eta: 0:01:29 time: 0.0377 data_time: 0.0024 memory: 2308 2022/08/31 13:25:42 - mmengine - INFO - Epoch(val) [18][3920/6282] eta: 0:01:37 time: 0.0413 data_time: 0.0034 memory: 2308 2022/08/31 13:25:43 - mmengine - INFO - Epoch(val) [18][3940/6282] eta: 0:01:31 time: 0.0391 data_time: 0.0015 memory: 2308 2022/08/31 13:25:44 - mmengine - INFO - Epoch(val) [18][3960/6282] eta: 0:01:36 time: 0.0416 data_time: 0.0028 memory: 2308 2022/08/31 13:25:45 - mmengine - INFO - Epoch(val) [18][3980/6282] eta: 0:01:44 time: 0.0453 data_time: 0.0026 memory: 2308 2022/08/31 13:25:46 - mmengine - INFO - Epoch(val) [18][4000/6282] eta: 0:01:45 time: 0.0464 data_time: 0.0024 memory: 2308 2022/08/31 13:25:47 - mmengine - INFO - Epoch(val) [18][4020/6282] eta: 0:01:37 time: 0.0431 data_time: 0.0019 memory: 2308 2022/08/31 13:25:48 - mmengine - INFO - Epoch(val) [18][4040/6282] eta: 0:01:49 time: 0.0487 data_time: 0.0030 memory: 2348 2022/08/31 13:25:49 - mmengine - INFO - Epoch(val) [18][4060/6282] eta: 0:01:50 time: 0.0495 data_time: 0.0033 memory: 2348 2022/08/31 13:25:50 - mmengine - INFO - Epoch(val) [18][4080/6282] eta: 0:01:51 time: 0.0505 data_time: 0.0025 memory: 2348 2022/08/31 13:25:51 - mmengine - INFO - Epoch(val) [18][4100/6282] eta: 0:01:43 time: 0.0472 data_time: 0.0028 memory: 2348 2022/08/31 13:25:52 - mmengine - INFO - Epoch(val) [18][4120/6282] eta: 0:01:46 time: 0.0491 data_time: 0.0024 memory: 2348 2022/08/31 13:25:53 - mmengine - INFO - Epoch(val) [18][4140/6282] eta: 0:01:32 time: 0.0433 data_time: 0.0027 memory: 2348 2022/08/31 13:25:53 - mmengine - INFO - Epoch(val) [18][4160/6282] eta: 0:01:38 time: 0.0466 data_time: 0.0027 memory: 2279 2022/08/31 13:25:54 - mmengine - INFO - Epoch(val) [18][4180/6282] eta: 0:01:18 time: 0.0375 data_time: 0.0028 memory: 2279 2022/08/31 13:25:55 - mmengine - INFO - Epoch(val) [18][4200/6282] eta: 0:01:24 time: 0.0408 data_time: 0.0025 memory: 2279 2022/08/31 13:25:56 - mmengine - INFO - Epoch(val) [18][4220/6282] eta: 0:02:14 time: 0.0650 data_time: 0.0019 memory: 2279 2022/08/31 13:25:57 - mmengine - INFO - Epoch(val) [18][4240/6282] eta: 0:01:32 time: 0.0451 data_time: 0.0027 memory: 2279 2022/08/31 13:25:58 - mmengine - INFO - Epoch(val) [18][4260/6282] eta: 0:01:35 time: 0.0474 data_time: 0.0027 memory: 2279 2022/08/31 13:25:59 - mmengine - INFO - Epoch(val) [18][4280/6282] eta: 0:01:27 time: 0.0439 data_time: 0.0018 memory: 2279 2022/08/31 13:26:00 - mmengine - INFO - Epoch(val) [18][4300/6282] eta: 0:01:25 time: 0.0434 data_time: 0.0017 memory: 2279 2022/08/31 13:26:01 - mmengine - INFO - Epoch(val) [18][4320/6282] eta: 0:01:19 time: 0.0406 data_time: 0.0022 memory: 2279 2022/08/31 13:26:02 - mmengine - INFO - Epoch(val) [18][4340/6282] eta: 0:01:18 time: 0.0407 data_time: 0.0020 memory: 2279 2022/08/31 13:26:03 - mmengine - INFO - Epoch(val) [18][4360/6282] eta: 0:01:22 time: 0.0431 data_time: 0.0020 memory: 2308 2022/08/31 13:26:03 - mmengine - INFO - Epoch(val) [18][4380/6282] eta: 0:01:15 time: 0.0398 data_time: 0.0024 memory: 2308 2022/08/31 13:26:04 - mmengine - INFO - Epoch(val) [18][4400/6282] eta: 0:01:13 time: 0.0388 data_time: 0.0024 memory: 2308 2022/08/31 13:26:05 - mmengine - INFO - Epoch(val) [18][4420/6282] eta: 0:01:16 time: 0.0410 data_time: 0.0027 memory: 2308 2022/08/31 13:26:06 - mmengine - INFO - Epoch(val) [18][4440/6282] eta: 0:01:22 time: 0.0445 data_time: 0.0026 memory: 2312 2022/08/31 13:26:07 - mmengine - INFO - Epoch(val) [18][4460/6282] eta: 0:01:21 time: 0.0450 data_time: 0.0023 memory: 2312 2022/08/31 13:26:08 - mmengine - INFO - Epoch(val) [18][4480/6282] eta: 0:01:11 time: 0.0396 data_time: 0.0023 memory: 2312 2022/08/31 13:26:08 - mmengine - INFO - Epoch(val) [18][4500/6282] eta: 0:01:12 time: 0.0408 data_time: 0.0034 memory: 2312 2022/08/31 13:26:09 - mmengine - INFO - Epoch(val) [18][4520/6282] eta: 0:01:14 time: 0.0424 data_time: 0.0020 memory: 2312 2022/08/31 13:26:10 - mmengine - INFO - Epoch(val) [18][4540/6282] eta: 0:01:13 time: 0.0423 data_time: 0.0027 memory: 2281 2022/08/31 13:26:11 - mmengine - INFO - Epoch(val) [18][4560/6282] eta: 0:01:13 time: 0.0425 data_time: 0.0023 memory: 2281 2022/08/31 13:26:12 - mmengine - INFO - Epoch(val) [18][4580/6282] eta: 0:01:13 time: 0.0429 data_time: 0.0022 memory: 2281 2022/08/31 13:26:13 - mmengine - INFO - Epoch(val) [18][4600/6282] eta: 0:01:08 time: 0.0406 data_time: 0.0023 memory: 2281 2022/08/31 13:26:14 - mmengine - INFO - Epoch(val) [18][4620/6282] eta: 0:01:15 time: 0.0453 data_time: 0.0029 memory: 2281 2022/08/31 13:26:14 - mmengine - INFO - Epoch(val) [18][4640/6282] eta: 0:01:07 time: 0.0410 data_time: 0.0021 memory: 2312 2022/08/31 13:26:16 - mmengine - INFO - Epoch(val) [18][4660/6282] eta: 0:01:55 time: 0.0710 data_time: 0.0025 memory: 2312 2022/08/31 13:26:17 - mmengine - INFO - Epoch(val) [18][4680/6282] eta: 0:01:18 time: 0.0488 data_time: 0.0028 memory: 2312 2022/08/31 13:26:18 - mmengine - INFO - Epoch(val) [18][4700/6282] eta: 0:01:10 time: 0.0446 data_time: 0.0024 memory: 2312 2022/08/31 13:26:19 - mmengine - INFO - Epoch(val) [18][4720/6282] eta: 0:01:11 time: 0.0456 data_time: 0.0028 memory: 2312 2022/08/31 13:26:19 - mmengine - INFO - Epoch(val) [18][4740/6282] eta: 0:01:03 time: 0.0412 data_time: 0.0024 memory: 2292 2022/08/31 13:26:20 - mmengine - INFO - Epoch(val) [18][4760/6282] eta: 0:01:03 time: 0.0420 data_time: 0.0023 memory: 2292 2022/08/31 13:26:21 - mmengine - INFO - Epoch(val) [18][4780/6282] eta: 0:00:55 time: 0.0372 data_time: 0.0026 memory: 2292 2022/08/31 13:26:22 - mmengine - INFO - Epoch(val) [18][4800/6282] eta: 0:00:59 time: 0.0399 data_time: 0.0019 memory: 2292 2022/08/31 13:26:23 - mmengine - INFO - Epoch(val) [18][4820/6282] eta: 0:00:56 time: 0.0388 data_time: 0.0020 memory: 2308 2022/08/31 13:26:24 - mmengine - INFO - Epoch(val) [18][4840/6282] eta: 0:01:02 time: 0.0436 data_time: 0.0025 memory: 2308 2022/08/31 13:26:24 - mmengine - INFO - Epoch(val) [18][4860/6282] eta: 0:00:57 time: 0.0406 data_time: 0.0023 memory: 2308 2022/08/31 13:26:25 - mmengine - INFO - Epoch(val) [18][4880/6282] eta: 0:00:55 time: 0.0399 data_time: 0.0028 memory: 2308 2022/08/31 13:26:26 - mmengine - INFO - Epoch(val) [18][4900/6282] eta: 0:01:06 time: 0.0478 data_time: 0.0019 memory: 2308 2022/08/31 13:26:27 - mmengine - INFO - Epoch(val) [18][4920/6282] eta: 0:00:55 time: 0.0408 data_time: 0.0022 memory: 2310 2022/08/31 13:26:28 - mmengine - INFO - Epoch(val) [18][4940/6282] eta: 0:01:00 time: 0.0448 data_time: 0.0025 memory: 2310 2022/08/31 13:26:29 - mmengine - INFO - Epoch(val) [18][4960/6282] eta: 0:01:02 time: 0.0473 data_time: 0.0032 memory: 2310 2022/08/31 13:26:30 - mmengine - INFO - Epoch(val) [18][4980/6282] eta: 0:01:02 time: 0.0482 data_time: 0.0025 memory: 2310 2022/08/31 13:26:31 - mmengine - INFO - Epoch(val) [18][5000/6282] eta: 0:00:51 time: 0.0398 data_time: 0.0021 memory: 2310 2022/08/31 13:26:31 - mmengine - INFO - Epoch(val) [18][5020/6282] eta: 0:00:54 time: 0.0433 data_time: 0.0033 memory: 2310 2022/08/31 13:26:32 - mmengine - INFO - Epoch(val) [18][5040/6282] eta: 0:00:44 time: 0.0360 data_time: 0.0024 memory: 2281 2022/08/31 13:26:33 - mmengine - INFO - Epoch(val) [18][5060/6282] eta: 0:01:03 time: 0.0519 data_time: 0.0018 memory: 2281 2022/08/31 13:26:34 - mmengine - INFO - Epoch(val) [18][5080/6282] eta: 0:00:59 time: 0.0498 data_time: 0.0030 memory: 2281 2022/08/31 13:26:35 - mmengine - INFO - Epoch(val) [18][5100/6282] eta: 0:00:45 time: 0.0387 data_time: 0.0020 memory: 2281 2022/08/31 13:26:36 - mmengine - INFO - Epoch(val) [18][5120/6282] eta: 0:01:22 time: 0.0711 data_time: 0.0058 memory: 2281 2022/08/31 13:26:37 - mmengine - INFO - Epoch(val) [18][5140/6282] eta: 0:00:42 time: 0.0371 data_time: 0.0021 memory: 2279 2022/08/31 13:26:38 - mmengine - INFO - Epoch(val) [18][5160/6282] eta: 0:00:49 time: 0.0437 data_time: 0.0025 memory: 2279 2022/08/31 13:26:39 - mmengine - INFO - Epoch(val) [18][5180/6282] eta: 0:00:48 time: 0.0443 data_time: 0.0020 memory: 2279 2022/08/31 13:26:40 - mmengine - INFO - Epoch(val) [18][5200/6282] eta: 0:00:46 time: 0.0427 data_time: 0.0019 memory: 2279 2022/08/31 13:26:41 - mmengine - INFO - Epoch(val) [18][5220/6282] eta: 0:00:42 time: 0.0403 data_time: 0.0022 memory: 2279 2022/08/31 13:26:42 - mmengine - INFO - Epoch(val) [18][5240/6282] eta: 0:00:57 time: 0.0553 data_time: 0.0024 memory: 2282 2022/08/31 13:26:43 - mmengine - INFO - Epoch(val) [18][5260/6282] eta: 0:00:48 time: 0.0470 data_time: 0.0034 memory: 2279 2022/08/31 13:26:44 - mmengine - INFO - Epoch(val) [18][5280/6282] eta: 0:00:51 time: 0.0515 data_time: 0.0024 memory: 2279 2022/08/31 13:26:45 - mmengine - INFO - Epoch(val) [18][5300/6282] eta: 0:00:43 time: 0.0441 data_time: 0.0025 memory: 2279 2022/08/31 13:26:46 - mmengine - INFO - Epoch(val) [18][5320/6282] eta: 0:00:50 time: 0.0521 data_time: 0.0029 memory: 2279 2022/08/31 13:26:47 - mmengine - INFO - Epoch(val) [18][5340/6282] eta: 0:00:41 time: 0.0442 data_time: 0.0040 memory: 2279 2022/08/31 13:26:47 - mmengine - INFO - Epoch(val) [18][5360/6282] eta: 0:00:38 time: 0.0423 data_time: 0.0028 memory: 2279 2022/08/31 13:26:49 - mmengine - INFO - Epoch(val) [18][5380/6282] eta: 0:00:46 time: 0.0518 data_time: 0.0021 memory: 2279 2022/08/31 13:26:49 - mmengine - INFO - Epoch(val) [18][5400/6282] eta: 0:00:38 time: 0.0433 data_time: 0.0038 memory: 2279 2022/08/31 13:26:50 - mmengine - INFO - Epoch(val) [18][5420/6282] eta: 0:00:36 time: 0.0421 data_time: 0.0021 memory: 2279 2022/08/31 13:26:51 - mmengine - INFO - Epoch(val) [18][5440/6282] eta: 0:00:36 time: 0.0430 data_time: 0.0032 memory: 2279 2022/08/31 13:26:52 - mmengine - INFO - Epoch(val) [18][5460/6282] eta: 0:00:32 time: 0.0390 data_time: 0.0038 memory: 2279 2022/08/31 13:26:53 - mmengine - INFO - Epoch(val) [18][5480/6282] eta: 0:00:33 time: 0.0422 data_time: 0.0029 memory: 2279 2022/08/31 13:26:54 - mmengine - INFO - Epoch(val) [18][5500/6282] eta: 0:00:31 time: 0.0406 data_time: 0.0029 memory: 2279 2022/08/31 13:26:54 - mmengine - INFO - Epoch(val) [18][5520/6282] eta: 0:00:33 time: 0.0439 data_time: 0.0021 memory: 2289 2022/08/31 13:26:56 - mmengine - INFO - Epoch(val) [18][5540/6282] eta: 0:00:53 time: 0.0724 data_time: 0.0062 memory: 2289 2022/08/31 13:26:57 - mmengine - INFO - Epoch(val) [18][5560/6282] eta: 0:00:33 time: 0.0460 data_time: 0.0027 memory: 2289 2022/08/31 13:26:58 - mmengine - INFO - Epoch(val) [18][5580/6282] eta: 0:00:30 time: 0.0439 data_time: 0.0039 memory: 2289 2022/08/31 13:26:59 - mmengine - INFO - Epoch(val) [18][5600/6282] eta: 0:00:29 time: 0.0434 data_time: 0.0024 memory: 2289 2022/08/31 13:26:59 - mmengine - INFO - Epoch(val) [18][5620/6282] eta: 0:00:26 time: 0.0400 data_time: 0.0023 memory: 2289 2022/08/31 13:27:00 - mmengine - INFO - Epoch(val) [18][5640/6282] eta: 0:00:27 time: 0.0424 data_time: 0.0028 memory: 2279 2022/08/31 13:27:01 - mmengine - INFO - Epoch(val) [18][5660/6282] eta: 0:00:24 time: 0.0394 data_time: 0.0019 memory: 2279 2022/08/31 13:27:02 - mmengine - INFO - Epoch(val) [18][5680/6282] eta: 0:00:22 time: 0.0376 data_time: 0.0017 memory: 2279 2022/08/31 13:27:03 - mmengine - INFO - Epoch(val) [18][5700/6282] eta: 0:00:24 time: 0.0418 data_time: 0.0029 memory: 2279 2022/08/31 13:27:04 - mmengine - INFO - Epoch(val) [18][5720/6282] eta: 0:00:23 time: 0.0415 data_time: 0.0022 memory: 2296 2022/08/31 13:27:04 - mmengine - INFO - Epoch(val) [18][5740/6282] eta: 0:00:22 time: 0.0422 data_time: 0.0025 memory: 2296 2022/08/31 13:27:05 - mmengine - INFO - Epoch(val) [18][5760/6282] eta: 0:00:25 time: 0.0492 data_time: 0.0029 memory: 2296 2022/08/31 13:27:06 - mmengine - INFO - Epoch(val) [18][5780/6282] eta: 0:00:25 time: 0.0507 data_time: 0.0025 memory: 2296 2022/08/31 13:27:07 - mmengine - INFO - Epoch(val) [18][5800/6282] eta: 0:00:21 time: 0.0447 data_time: 0.0018 memory: 2296 2022/08/31 13:27:08 - mmengine - INFO - Epoch(val) [18][5820/6282] eta: 0:00:23 time: 0.0501 data_time: 0.0042 memory: 2296 2022/08/31 13:27:09 - mmengine - INFO - Epoch(val) [18][5840/6282] eta: 0:00:19 time: 0.0436 data_time: 0.0019 memory: 2289 2022/08/31 13:27:10 - mmengine - INFO - Epoch(val) [18][5860/6282] eta: 0:00:17 time: 0.0426 data_time: 0.0028 memory: 2289 2022/08/31 13:27:11 - mmengine - INFO - Epoch(val) [18][5880/6282] eta: 0:00:15 time: 0.0390 data_time: 0.0025 memory: 2289 2022/08/31 13:27:12 - mmengine - INFO - Epoch(val) [18][5900/6282] eta: 0:00:15 time: 0.0397 data_time: 0.0023 memory: 2289 2022/08/31 13:27:13 - mmengine - INFO - Epoch(val) [18][5920/6282] eta: 0:00:15 time: 0.0428 data_time: 0.0035 memory: 2289 2022/08/31 13:27:13 - mmengine - INFO - Epoch(val) [18][5940/6282] eta: 0:00:13 time: 0.0385 data_time: 0.0033 memory: 2279 2022/08/31 13:27:14 - mmengine - INFO - Epoch(val) [18][5960/6282] eta: 0:00:12 time: 0.0381 data_time: 0.0020 memory: 2279 2022/08/31 13:27:15 - mmengine - INFO - Epoch(val) [18][5980/6282] eta: 0:00:11 time: 0.0374 data_time: 0.0022 memory: 2279 2022/08/31 13:27:16 - mmengine - INFO - Epoch(val) [18][6000/6282] eta: 0:00:17 time: 0.0638 data_time: 0.0021 memory: 2308 2022/08/31 13:27:17 - mmengine - INFO - Epoch(val) [18][6020/6282] eta: 0:00:10 time: 0.0411 data_time: 0.0027 memory: 2308 2022/08/31 13:27:18 - mmengine - INFO - Epoch(val) [18][6040/6282] eta: 0:00:10 time: 0.0418 data_time: 0.0020 memory: 2308 2022/08/31 13:27:19 - mmengine - INFO - Epoch(val) [18][6060/6282] eta: 0:00:09 time: 0.0429 data_time: 0.0020 memory: 2308 2022/08/31 13:27:20 - mmengine - INFO - Epoch(val) [18][6080/6282] eta: 0:00:09 time: 0.0457 data_time: 0.0028 memory: 2308 2022/08/31 13:27:21 - mmengine - INFO - Epoch(val) [18][6100/6282] eta: 0:00:08 time: 0.0451 data_time: 0.0024 memory: 2308 2022/08/31 13:27:22 - mmengine - INFO - Epoch(val) [18][6120/6282] eta: 0:00:07 time: 0.0479 data_time: 0.0018 memory: 2308 2022/08/31 13:27:22 - mmengine - INFO - Epoch(val) [18][6140/6282] eta: 0:00:06 time: 0.0484 data_time: 0.0017 memory: 2308 2022/08/31 13:27:23 - mmengine - INFO - Epoch(val) [18][6160/6282] eta: 0:00:05 time: 0.0415 data_time: 0.0015 memory: 2308 2022/08/31 13:27:24 - mmengine - INFO - Epoch(val) [18][6180/6282] eta: 0:00:03 time: 0.0322 data_time: 0.0014 memory: 2308 2022/08/31 13:27:25 - mmengine - INFO - Epoch(val) [18][6200/6282] eta: 0:00:02 time: 0.0281 data_time: 0.0013 memory: 2308 2022/08/31 13:27:25 - mmengine - INFO - Epoch(val) [18][6220/6282] eta: 0:00:01 time: 0.0285 data_time: 0.0011 memory: 2308 2022/08/31 13:27:26 - mmengine - INFO - Epoch(val) [18][6240/6282] eta: 0:00:01 time: 0.0308 data_time: 0.0022 memory: 2308 2022/08/31 13:27:26 - mmengine - INFO - Epoch(val) [18][6260/6282] eta: 0:00:00 time: 0.0276 data_time: 0.0014 memory: 2308 2022/08/31 13:27:27 - mmengine - INFO - Epoch(val) [18][6280/6282] eta: 0:00:00 time: 0.0341 data_time: 0.0012 memory: 2308 2022/08/31 13:32:57 - mmengine - INFO - Epoch(val) [18][6282/6282] mAP/mAP@0.5IOU: 0.2409 2022/08/31 13:33:08 - mmengine - INFO - Epoch(train) [19][20/1921] lr: 1.5000e-03 eta: 0:33:04 time: 0.5196 data_time: 0.0333 memory: 8491 grad_norm: 0.0962 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.8512 recall@top3: 0.7708 prec@top3: 0.6190 recall@top5: 0.9375 prec@top5: 0.4857 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 13:33:18 - mmengine - INFO - Epoch(train) [19][40/1921] lr: 1.5000e-03 eta: 0:32:53 time: 0.5247 data_time: 0.0273 memory: 8508 grad_norm: 0.0955 recall@thr=0.5: 0.6535 prec@thr=0.5: 0.7281 recall@top3: 0.7544 prec@top3: 0.5439 recall@top5: 0.8947 prec@top5: 0.4053 loss_action_cls: 0.0306 loss: 0.0306 2022/08/31 13:33:29 - mmengine - INFO - Epoch(train) [19][60/1921] lr: 1.5000e-03 eta: 0:32:43 time: 0.5183 data_time: 0.0172 memory: 8568 grad_norm: 0.0995 recall@thr=0.5: 0.6747 prec@thr=0.5: 0.8038 recall@top3: 0.7823 prec@top3: 0.6882 recall@top5: 0.9489 prec@top5: 0.5161 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 13:33:39 - mmengine - INFO - Epoch(train) [19][80/1921] lr: 1.5000e-03 eta: 0:32:33 time: 0.5069 data_time: 0.0229 memory: 8482 grad_norm: 0.0989 recall@thr=0.5: 0.7310 prec@thr=0.5: 0.7994 recall@top3: 0.7759 prec@top3: 0.5632 recall@top5: 0.8718 prec@top5: 0.3862 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:33:49 - mmengine - INFO - Epoch(train) [19][100/1921] lr: 1.5000e-03 eta: 0:32:22 time: 0.5097 data_time: 0.0183 memory: 8482 grad_norm: 0.0962 recall@thr=0.5: 0.7328 prec@thr=0.5: 0.8362 recall@top3: 0.7690 prec@top3: 0.7586 recall@top5: 0.9115 prec@top5: 0.5655 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 13:33:59 - mmengine - INFO - Epoch(train) [19][120/1921] lr: 1.5000e-03 eta: 0:32:12 time: 0.4901 data_time: 0.0214 memory: 8517 grad_norm: 0.0975 recall@thr=0.5: 0.5980 prec@thr=0.5: 0.7794 recall@top3: 0.7206 prec@top3: 0.5196 recall@top5: 0.7941 prec@top5: 0.3588 loss_action_cls: 0.0310 loss: 0.0310 2022/08/31 13:34:09 - mmengine - INFO - Epoch(train) [19][140/1921] lr: 1.5000e-03 eta: 0:32:01 time: 0.5248 data_time: 0.0138 memory: 8517 grad_norm: 0.0960 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.7851 recall@top3: 0.9079 prec@top3: 0.5702 recall@top5: 0.9825 prec@top5: 0.3895 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 13:34:20 - mmengine - INFO - Epoch(train) [19][160/1921] lr: 1.5000e-03 eta: 0:31:51 time: 0.5112 data_time: 0.0194 memory: 8517 grad_norm: 0.0959 recall@thr=0.5: 0.7839 prec@thr=0.5: 0.8281 recall@top3: 0.8594 prec@top3: 0.6771 recall@top5: 0.9740 prec@top5: 0.4812 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 13:34:30 - mmengine - INFO - Epoch(train) [19][180/1921] lr: 1.5000e-03 eta: 0:31:41 time: 0.5082 data_time: 0.0154 memory: 8594 grad_norm: 0.0987 recall@thr=0.5: 0.7525 prec@thr=0.5: 0.8460 recall@top3: 0.9040 prec@top3: 0.6869 recall@top5: 0.9848 prec@top5: 0.4667 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 13:34:41 - mmengine - INFO - Epoch(train) [19][200/1921] lr: 1.5000e-03 eta: 0:31:30 time: 0.5396 data_time: 0.0190 memory: 8526 grad_norm: 0.0938 recall@thr=0.5: 0.8583 prec@thr=0.5: 0.8806 recall@top3: 0.9472 prec@top3: 0.7222 recall@top5: 0.9833 prec@top5: 0.4600 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 13:34:51 - mmengine - INFO - Epoch(train) [19][220/1921] lr: 1.5000e-03 eta: 0:31:20 time: 0.5288 data_time: 0.0160 memory: 8534 grad_norm: 0.0958 recall@thr=0.5: 0.6798 prec@thr=0.5: 0.7518 recall@top3: 0.9123 prec@top3: 0.6930 recall@top5: 0.9781 prec@top5: 0.4526 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 13:35:01 - mmengine - INFO - Epoch(train) [19][240/1921] lr: 1.5000e-03 eta: 0:31:09 time: 0.4948 data_time: 0.0223 memory: 8482 grad_norm: 0.1006 recall@thr=0.5: 0.8635 prec@thr=0.5: 0.9149 recall@top3: 0.8901 prec@top3: 0.7447 recall@top5: 0.9592 prec@top5: 0.4936 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 13:35:11 - mmengine - INFO - Epoch(train) [19][260/1921] lr: 1.5000e-03 eta: 0:30:59 time: 0.4920 data_time: 0.0121 memory: 8577 grad_norm: 0.0973 recall@thr=0.5: 0.6753 prec@thr=0.5: 0.8118 recall@top3: 0.7618 prec@top3: 0.6452 recall@top5: 0.8930 prec@top5: 0.4710 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 13:35:21 - mmengine - INFO - Epoch(train) [19][280/1921] lr: 1.5000e-03 eta: 0:30:49 time: 0.5154 data_time: 0.0198 memory: 8585 grad_norm: 0.1019 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8792 recall@top3: 0.9167 prec@top3: 0.7652 recall@top5: 1.0000 prec@top5: 0.5136 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 13:35:31 - mmengine - INFO - Epoch(train) [19][300/1921] lr: 1.5000e-03 eta: 0:30:38 time: 0.5095 data_time: 0.0155 memory: 8620 grad_norm: 0.0987 recall@thr=0.5: 0.6989 prec@thr=0.5: 0.8118 recall@top3: 0.8441 prec@top3: 0.6344 recall@top5: 0.9409 prec@top5: 0.4323 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 13:35:41 - mmengine - INFO - Epoch(train) [19][320/1921] lr: 1.5000e-03 eta: 0:30:28 time: 0.4964 data_time: 0.0224 memory: 8559 grad_norm: 0.0978 recall@thr=0.5: 0.7623 prec@thr=0.5: 0.7897 recall@top3: 0.8382 prec@top3: 0.6667 recall@top5: 0.9387 prec@top5: 0.4588 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 13:35:52 - mmengine - INFO - Epoch(train) [19][340/1921] lr: 1.5000e-03 eta: 0:30:17 time: 0.5232 data_time: 0.0129 memory: 8500 grad_norm: 0.0971 recall@thr=0.5: 0.7681 prec@thr=0.5: 0.9094 recall@top3: 0.8460 prec@top3: 0.7391 recall@top5: 0.9746 prec@top5: 0.5261 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 13:36:02 - mmengine - INFO - Epoch(train) [19][360/1921] lr: 1.5000e-03 eta: 0:30:07 time: 0.5102 data_time: 0.0222 memory: 8568 grad_norm: 0.1010 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.8912 recall@top3: 0.8356 prec@top3: 0.6296 recall@top5: 0.9259 prec@top5: 0.4167 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 13:36:13 - mmengine - INFO - Epoch(train) [19][380/1921] lr: 1.5000e-03 eta: 0:29:57 time: 0.5253 data_time: 0.0152 memory: 8602 grad_norm: 0.0945 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.7963 recall@top3: 0.9028 prec@top3: 0.6944 recall@top5: 1.0000 prec@top5: 0.4778 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 13:36:23 - mmengine - INFO - Epoch(train) [19][400/1921] lr: 1.5000e-03 eta: 0:29:46 time: 0.5001 data_time: 0.0218 memory: 8526 grad_norm: 0.0983 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7879 recall@top3: 0.8283 prec@top3: 0.6869 recall@top5: 0.9798 prec@top5: 0.4848 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 13:36:33 - mmengine - INFO - Epoch(train) [19][420/1921] lr: 1.5000e-03 eta: 0:29:36 time: 0.5234 data_time: 0.0179 memory: 8629 grad_norm: 0.0957 recall@thr=0.5: 0.8068 prec@thr=0.5: 0.8611 recall@top3: 0.8214 prec@top3: 0.6496 recall@top5: 0.9615 prec@top5: 0.4821 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 13:36:34 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 13:36:43 - mmengine - INFO - Epoch(train) [19][440/1921] lr: 1.5000e-03 eta: 0:29:25 time: 0.4981 data_time: 0.0215 memory: 8517 grad_norm: 0.0951 recall@thr=0.5: 0.7474 prec@thr=0.5: 0.9323 recall@top3: 0.9401 prec@top3: 0.6979 recall@top5: 0.9922 prec@top5: 0.4500 loss_action_cls: 0.0299 loss: 0.0299 2022/08/31 13:36:53 - mmengine - INFO - Epoch(train) [19][460/1921] lr: 1.5000e-03 eta: 0:29:15 time: 0.5230 data_time: 0.0178 memory: 8542 grad_norm: 0.0998 recall@thr=0.5: 0.7114 prec@thr=0.5: 0.7439 recall@top3: 0.8699 prec@top3: 0.6098 recall@top5: 0.9756 prec@top5: 0.4244 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 13:37:04 - mmengine - INFO - Epoch(train) [19][480/1921] lr: 1.5000e-03 eta: 0:29:05 time: 0.5129 data_time: 0.0234 memory: 8637 grad_norm: 0.0987 recall@thr=0.5: 0.7067 prec@thr=0.5: 0.7800 recall@top3: 0.8600 prec@top3: 0.5867 recall@top5: 0.9700 prec@top5: 0.4000 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 13:37:14 - mmengine - INFO - Epoch(train) [19][500/1921] lr: 1.5000e-03 eta: 0:28:54 time: 0.5063 data_time: 0.0228 memory: 8491 grad_norm: 0.1017 recall@thr=0.5: 0.8278 prec@thr=0.5: 0.9583 recall@top3: 0.8361 prec@top3: 0.7444 recall@top5: 0.9472 prec@top5: 0.5267 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 13:37:24 - mmengine - INFO - Epoch(train) [19][520/1921] lr: 1.5000e-03 eta: 0:28:44 time: 0.5264 data_time: 0.0259 memory: 8679 grad_norm: 0.0951 recall@thr=0.5: 0.7449 prec@thr=0.5: 0.9040 recall@top3: 0.8434 prec@top3: 0.6465 recall@top5: 0.9596 prec@top5: 0.4667 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 13:37:34 - mmengine - INFO - Epoch(train) [19][540/1921] lr: 1.5000e-03 eta: 0:28:33 time: 0.4997 data_time: 0.0204 memory: 8577 grad_norm: 0.0974 recall@thr=0.5: 0.6095 prec@thr=0.5: 0.7667 recall@top3: 0.7667 prec@top3: 0.6095 recall@top5: 0.9143 prec@top5: 0.4343 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 13:37:45 - mmengine - INFO - Epoch(train) [19][560/1921] lr: 1.5000e-03 eta: 0:28:23 time: 0.5271 data_time: 0.0226 memory: 8491 grad_norm: 0.0965 recall@thr=0.5: 0.8046 prec@thr=0.5: 0.8908 recall@top3: 0.8305 prec@top3: 0.6782 recall@top5: 0.9540 prec@top5: 0.4828 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 13:37:55 - mmengine - INFO - Epoch(train) [19][580/1921] lr: 1.5000e-03 eta: 0:28:13 time: 0.5044 data_time: 0.0209 memory: 8500 grad_norm: 0.1041 recall@thr=0.5: 0.6212 prec@thr=0.5: 0.8005 recall@top3: 0.8232 prec@top3: 0.6465 recall@top5: 0.9495 prec@top5: 0.4667 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 13:38:05 - mmengine - INFO - Epoch(train) [19][600/1921] lr: 1.5000e-03 eta: 0:28:02 time: 0.5211 data_time: 0.0213 memory: 8585 grad_norm: 0.0975 recall@thr=0.5: 0.7184 prec@thr=0.5: 0.8506 recall@top3: 0.8075 prec@top3: 0.7471 recall@top5: 0.9224 prec@top5: 0.5241 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:38:16 - mmengine - INFO - Epoch(train) [19][620/1921] lr: 1.5000e-03 eta: 0:27:52 time: 0.5072 data_time: 0.0183 memory: 8517 grad_norm: 0.0957 recall@thr=0.5: 0.7805 prec@thr=0.5: 0.7843 recall@top3: 0.8154 prec@top3: 0.6667 recall@top5: 0.9200 prec@top5: 0.4882 loss_action_cls: 0.0303 loss: 0.0303 2022/08/31 13:38:26 - mmengine - INFO - Epoch(train) [19][640/1921] lr: 1.5000e-03 eta: 0:27:41 time: 0.5167 data_time: 0.0207 memory: 8465 grad_norm: 0.1000 recall@thr=0.5: 0.7163 prec@thr=0.5: 0.8110 recall@top3: 0.8126 prec@top3: 0.6667 recall@top5: 0.9374 prec@top5: 0.4732 loss_action_cls: 0.0326 loss: 0.0326 2022/08/31 13:38:36 - mmengine - INFO - Epoch(train) [19][660/1921] lr: 1.5000e-03 eta: 0:27:31 time: 0.5192 data_time: 0.0179 memory: 8552 grad_norm: 0.1001 recall@thr=0.5: 0.7278 prec@thr=0.5: 0.7389 recall@top3: 0.8833 prec@top3: 0.6778 recall@top5: 0.9667 prec@top5: 0.4533 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:38:47 - mmengine - INFO - Epoch(train) [19][680/1921] lr: 1.5000e-03 eta: 0:27:21 time: 0.5109 data_time: 0.0268 memory: 8500 grad_norm: 0.0964 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.8155 recall@top3: 0.8690 prec@top3: 0.5714 recall@top5: 0.8988 prec@top5: 0.3571 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 13:38:57 - mmengine - INFO - Epoch(train) [19][700/1921] lr: 1.5000e-03 eta: 0:27:10 time: 0.5404 data_time: 0.0264 memory: 8594 grad_norm: 0.0972 recall@thr=0.5: 0.8218 prec@thr=0.5: 0.8736 recall@top3: 0.8793 prec@top3: 0.6897 recall@top5: 0.9425 prec@top5: 0.4414 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 13:39:08 - mmengine - INFO - Epoch(train) [19][720/1921] lr: 1.5000e-03 eta: 0:27:00 time: 0.5467 data_time: 0.0199 memory: 8534 grad_norm: 0.0980 recall@thr=0.5: 0.8167 prec@thr=0.5: 0.7889 recall@top3: 0.8500 prec@top3: 0.6333 recall@top5: 0.9722 prec@top5: 0.4333 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 13:39:19 - mmengine - INFO - Epoch(train) [19][740/1921] lr: 1.5000e-03 eta: 0:26:50 time: 0.5161 data_time: 0.0188 memory: 8500 grad_norm: 0.0976 recall@thr=0.5: 0.7304 prec@thr=0.5: 0.7696 recall@top3: 0.8333 prec@top3: 0.7157 recall@top5: 0.9706 prec@top5: 0.5176 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 13:39:29 - mmengine - INFO - Epoch(train) [19][760/1921] lr: 1.5000e-03 eta: 0:26:39 time: 0.5059 data_time: 0.0209 memory: 8482 grad_norm: 0.0983 recall@thr=0.5: 0.8389 prec@thr=0.5: 0.8833 recall@top3: 0.8889 prec@top3: 0.6333 recall@top5: 0.9778 prec@top5: 0.4333 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 13:39:39 - mmengine - INFO - Epoch(train) [19][780/1921] lr: 1.5000e-03 eta: 0:26:29 time: 0.5223 data_time: 0.0224 memory: 8645 grad_norm: 0.0959 recall@thr=0.5: 0.8274 prec@thr=0.5: 0.7876 recall@top3: 0.8651 prec@top3: 0.7204 recall@top5: 0.9710 prec@top5: 0.5032 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:39:50 - mmengine - INFO - Epoch(train) [19][800/1921] lr: 1.5000e-03 eta: 0:26:18 time: 0.5307 data_time: 0.0219 memory: 8517 grad_norm: 0.0931 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.8158 recall@top3: 0.8377 prec@top3: 0.6491 recall@top5: 0.9561 prec@top5: 0.4526 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 13:40:00 - mmengine - INFO - Epoch(train) [19][820/1921] lr: 1.5000e-03 eta: 0:26:08 time: 0.5139 data_time: 0.0215 memory: 8645 grad_norm: 0.0957 recall@thr=0.5: 0.7472 prec@thr=0.5: 0.7417 recall@top3: 0.8917 prec@top3: 0.6556 recall@top5: 0.9833 prec@top5: 0.4400 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 13:40:11 - mmengine - INFO - Epoch(train) [19][840/1921] lr: 1.5000e-03 eta: 0:25:58 time: 0.5316 data_time: 0.0216 memory: 8637 grad_norm: 0.0952 recall@thr=0.5: 0.7905 prec@thr=0.5: 0.8214 recall@top3: 0.7881 prec@top3: 0.7905 recall@top5: 0.9452 prec@top5: 0.5886 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 13:40:21 - mmengine - INFO - Epoch(train) [19][860/1921] lr: 1.5000e-03 eta: 0:25:47 time: 0.5274 data_time: 0.0194 memory: 8577 grad_norm: 0.0997 recall@thr=0.5: 0.8088 prec@thr=0.5: 0.8431 recall@top3: 0.8922 prec@top3: 0.6569 recall@top5: 1.0000 prec@top5: 0.4471 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 13:40:32 - mmengine - INFO - Epoch(train) [19][880/1921] lr: 1.5000e-03 eta: 0:25:37 time: 0.5328 data_time: 0.0227 memory: 8440 grad_norm: 0.0956 recall@thr=0.5: 0.8180 prec@thr=0.5: 0.8114 recall@top3: 0.8969 prec@top3: 0.5877 recall@top5: 0.9803 prec@top5: 0.4053 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:40:42 - mmengine - INFO - Epoch(train) [19][900/1921] lr: 1.5000e-03 eta: 0:25:27 time: 0.5057 data_time: 0.0173 memory: 8585 grad_norm: 0.0947 recall@thr=0.5: 0.8402 prec@thr=0.5: 0.8995 recall@top3: 0.9196 prec@top3: 0.7941 recall@top5: 0.9809 prec@top5: 0.5176 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 13:40:53 - mmengine - INFO - Epoch(train) [19][920/1921] lr: 1.5000e-03 eta: 0:25:16 time: 0.5549 data_time: 0.0232 memory: 8534 grad_norm: 0.0971 recall@thr=0.5: 0.7776 prec@thr=0.5: 0.8776 recall@top3: 0.8240 prec@top3: 0.7604 recall@top5: 0.9266 prec@top5: 0.5312 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 13:41:04 - mmengine - INFO - Epoch(train) [19][940/1921] lr: 1.5000e-03 eta: 0:25:06 time: 0.5198 data_time: 0.0173 memory: 8526 grad_norm: 0.0981 recall@thr=0.5: 0.6629 prec@thr=0.5: 0.7542 recall@top3: 0.7613 prec@top3: 0.6583 recall@top5: 0.9358 prec@top5: 0.5000 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 13:41:14 - mmengine - INFO - Epoch(train) [19][960/1921] lr: 1.5000e-03 eta: 0:24:56 time: 0.5416 data_time: 0.0206 memory: 8491 grad_norm: 0.0963 recall@thr=0.5: 0.7478 prec@thr=0.5: 0.8333 recall@top3: 0.7917 prec@top3: 0.6930 recall@top5: 0.9759 prec@top5: 0.5105 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 13:41:25 - mmengine - INFO - Epoch(train) [19][980/1921] lr: 1.5000e-03 eta: 0:24:45 time: 0.5099 data_time: 0.0191 memory: 8577 grad_norm: 0.0930 recall@thr=0.5: 0.8722 prec@thr=0.5: 0.9556 recall@top3: 0.9639 prec@top3: 0.8889 recall@top5: 1.0000 prec@top5: 0.5600 loss_action_cls: 0.0312 loss: 0.0312 2022/08/31 13:41:35 - mmengine - INFO - Epoch(train) [19][1000/1921] lr: 1.5000e-03 eta: 0:24:35 time: 0.5323 data_time: 0.0216 memory: 8517 grad_norm: 0.0934 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.7722 recall@top3: 0.8583 prec@top3: 0.6222 recall@top5: 0.9750 prec@top5: 0.4200 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 13:41:46 - mmengine - INFO - Epoch(train) [19][1020/1921] lr: 1.5000e-03 eta: 0:24:24 time: 0.5270 data_time: 0.0183 memory: 8465 grad_norm: 0.1003 recall@thr=0.5: 0.6818 prec@thr=0.5: 0.6944 recall@top3: 0.7828 prec@top3: 0.5859 recall@top5: 0.8636 prec@top5: 0.3818 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 13:41:56 - mmengine - INFO - Epoch(train) [19][1040/1921] lr: 1.5000e-03 eta: 0:24:14 time: 0.5319 data_time: 0.0235 memory: 8542 grad_norm: 0.0963 recall@thr=0.5: 0.7149 prec@thr=0.5: 0.7259 recall@top3: 0.7566 prec@top3: 0.6491 recall@top5: 1.0000 prec@top5: 0.5158 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 13:42:07 - mmengine - INFO - Epoch(train) [19][1060/1921] lr: 1.5000e-03 eta: 0:24:04 time: 0.5354 data_time: 0.0183 memory: 8465 grad_norm: 0.0960 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.8219 recall@top3: 0.7900 prec@top3: 0.7143 recall@top5: 0.9362 prec@top5: 0.5257 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 13:42:18 - mmengine - INFO - Epoch(train) [19][1080/1921] lr: 1.5000e-03 eta: 0:23:53 time: 0.5308 data_time: 0.0240 memory: 8500 grad_norm: 0.0983 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.7960 recall@top3: 0.7601 prec@top3: 0.7980 recall@top5: 0.9646 prec@top5: 0.6182 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 13:42:28 - mmengine - INFO - Epoch(train) [19][1100/1921] lr: 1.5000e-03 eta: 0:23:43 time: 0.5302 data_time: 0.0175 memory: 8577 grad_norm: 0.0949 recall@thr=0.5: 0.7303 prec@thr=0.5: 0.8289 recall@top3: 0.7719 prec@top3: 0.6930 recall@top5: 0.9539 prec@top5: 0.5211 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 13:42:39 - mmengine - INFO - Epoch(train) [19][1120/1921] lr: 1.5000e-03 eta: 0:23:33 time: 0.5368 data_time: 0.0432 memory: 8585 grad_norm: 0.0977 recall@thr=0.5: 0.8013 prec@thr=0.5: 0.7596 recall@top3: 0.8237 prec@top3: 0.6026 recall@top5: 0.8846 prec@top5: 0.4000 loss_action_cls: 0.0306 loss: 0.0306 2022/08/31 13:42:50 - mmengine - INFO - Epoch(train) [19][1140/1921] lr: 1.5000e-03 eta: 0:23:22 time: 0.5344 data_time: 0.0167 memory: 8432 grad_norm: 0.0945 recall@thr=0.5: 0.5476 prec@thr=0.5: 0.6964 recall@top3: 0.8155 prec@top3: 0.5833 recall@top5: 0.9524 prec@top5: 0.4071 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 13:43:00 - mmengine - INFO - Epoch(train) [19][1160/1921] lr: 1.5000e-03 eta: 0:23:12 time: 0.5270 data_time: 0.0218 memory: 8534 grad_norm: 0.0989 recall@thr=0.5: 0.7393 prec@thr=0.5: 0.8526 recall@top3: 0.8175 prec@top3: 0.7436 recall@top5: 0.9620 prec@top5: 0.5538 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 13:43:11 - mmengine - INFO - Epoch(train) [19][1180/1921] lr: 1.5000e-03 eta: 0:23:02 time: 0.5169 data_time: 0.0177 memory: 8517 grad_norm: 0.0953 recall@thr=0.5: 0.8048 prec@thr=0.5: 0.8886 recall@top3: 0.8643 prec@top3: 0.6667 recall@top5: 0.9238 prec@top5: 0.4400 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 13:43:21 - mmengine - INFO - Epoch(train) [19][1200/1921] lr: 1.5000e-03 eta: 0:22:51 time: 0.5229 data_time: 0.0218 memory: 8526 grad_norm: 0.0924 recall@thr=0.5: 0.8050 prec@thr=0.5: 0.8469 recall@top3: 0.8748 prec@top3: 0.7132 recall@top5: 0.9558 prec@top5: 0.4791 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 13:43:32 - mmengine - INFO - Epoch(train) [19][1220/1921] lr: 1.5000e-03 eta: 0:22:41 time: 0.5302 data_time: 0.0170 memory: 8552 grad_norm: 0.0955 recall@thr=0.5: 0.6931 prec@thr=0.5: 0.7870 recall@top3: 0.8097 prec@top3: 0.6019 recall@top5: 0.9694 prec@top5: 0.4389 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 13:43:42 - mmengine - INFO - Epoch(train) [19][1240/1921] lr: 1.5000e-03 eta: 0:22:30 time: 0.5309 data_time: 0.0232 memory: 8594 grad_norm: 0.1027 recall@thr=0.5: 0.7571 prec@thr=0.5: 0.8075 recall@top3: 0.7706 prec@top3: 0.7540 recall@top5: 0.9841 prec@top5: 0.5810 loss_action_cls: 0.0309 loss: 0.0309 2022/08/31 13:43:53 - mmengine - INFO - Epoch(train) [19][1260/1921] lr: 1.5000e-03 eta: 0:22:20 time: 0.5245 data_time: 0.0174 memory: 8552 grad_norm: 0.0986 recall@thr=0.5: 0.6439 prec@thr=0.5: 0.8333 recall@top3: 0.8636 prec@top3: 0.6667 recall@top5: 0.8902 prec@top5: 0.4182 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 13:44:03 - mmengine - INFO - Epoch(train) [19][1280/1921] lr: 1.5000e-03 eta: 0:22:10 time: 0.4925 data_time: 0.0200 memory: 8568 grad_norm: 0.0988 recall@thr=0.5: 0.8704 prec@thr=0.5: 0.9012 recall@top3: 0.9321 prec@top3: 0.6296 recall@top5: 1.0000 prec@top5: 0.4148 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 13:44:14 - mmengine - INFO - Epoch(train) [19][1300/1921] lr: 1.5000e-03 eta: 0:21:59 time: 0.5550 data_time: 0.0139 memory: 8585 grad_norm: 0.0933 recall@thr=0.5: 0.7372 prec@thr=0.5: 0.8590 recall@top3: 0.9359 prec@top3: 0.7308 recall@top5: 0.9744 prec@top5: 0.4615 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 13:44:24 - mmengine - INFO - Epoch(train) [19][1320/1921] lr: 1.5000e-03 eta: 0:21:49 time: 0.4917 data_time: 0.0186 memory: 8629 grad_norm: 0.1004 recall@thr=0.5: 0.8513 prec@thr=0.5: 0.8532 recall@top3: 0.9045 prec@top3: 0.7308 recall@top5: 0.9731 prec@top5: 0.4846 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 13:44:34 - mmengine - INFO - Epoch(train) [19][1340/1921] lr: 1.5000e-03 eta: 0:21:38 time: 0.5201 data_time: 0.0140 memory: 8508 grad_norm: 0.0986 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.7206 recall@top3: 0.7770 prec@top3: 0.6275 recall@top5: 0.9069 prec@top5: 0.4412 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 13:44:44 - mmengine - INFO - Epoch(train) [19][1360/1921] lr: 1.5000e-03 eta: 0:21:28 time: 0.5005 data_time: 0.0193 memory: 8602 grad_norm: 0.0993 recall@thr=0.5: 0.7436 prec@thr=0.5: 0.7721 recall@top3: 0.8132 prec@top3: 0.6373 recall@top5: 0.9039 prec@top5: 0.4294 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 13:44:55 - mmengine - INFO - Epoch(train) [19][1380/1921] lr: 1.5000e-03 eta: 0:21:18 time: 0.5344 data_time: 0.0163 memory: 8500 grad_norm: 0.0936 recall@thr=0.5: 0.8030 prec@thr=0.5: 0.7692 recall@top3: 0.8561 prec@top3: 0.6970 recall@top5: 0.9697 prec@top5: 0.4970 loss_action_cls: 0.0301 loss: 0.0301 2022/08/31 13:45:05 - mmengine - INFO - Epoch(train) [19][1400/1921] lr: 1.5000e-03 eta: 0:21:07 time: 0.5232 data_time: 0.0199 memory: 8602 grad_norm: 0.0977 recall@thr=0.5: 0.8172 prec@thr=0.5: 0.8742 recall@top3: 0.8710 prec@top3: 0.7849 recall@top5: 1.0000 prec@top5: 0.5484 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 13:45:15 - mmengine - INFO - Epoch(train) [19][1420/1921] lr: 1.5000e-03 eta: 0:20:57 time: 0.4967 data_time: 0.0168 memory: 8526 grad_norm: 0.1003 recall@thr=0.5: 0.7132 prec@thr=0.5: 0.7353 recall@top3: 0.7843 prec@top3: 0.6275 recall@top5: 0.9608 prec@top5: 0.4647 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 13:45:16 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 13:45:25 - mmengine - INFO - Epoch(train) [19][1440/1921] lr: 1.5000e-03 eta: 0:20:46 time: 0.5093 data_time: 0.0170 memory: 8542 grad_norm: 0.0974 recall@thr=0.5: 0.6613 prec@thr=0.5: 0.7608 recall@top3: 0.8602 prec@top3: 0.6559 recall@top5: 0.9409 prec@top5: 0.4452 loss_action_cls: 0.0306 loss: 0.0306 2022/08/31 13:45:35 - mmengine - INFO - Epoch(train) [19][1460/1921] lr: 1.5000e-03 eta: 0:20:36 time: 0.4994 data_time: 0.0158 memory: 8500 grad_norm: 0.1007 recall@thr=0.5: 0.7521 prec@thr=0.5: 0.8812 recall@top3: 0.8291 prec@top3: 0.7692 recall@top5: 0.9615 prec@top5: 0.5436 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 13:45:46 - mmengine - INFO - Epoch(train) [19][1480/1921] lr: 1.5000e-03 eta: 0:20:26 time: 0.5144 data_time: 0.0181 memory: 8447 grad_norm: 0.0992 recall@thr=0.5: 0.7613 prec@thr=0.5: 0.8018 recall@top3: 0.8446 prec@top3: 0.7207 recall@top5: 0.9279 prec@top5: 0.4865 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 13:45:56 - mmengine - INFO - Epoch(train) [19][1500/1921] lr: 1.5000e-03 eta: 0:20:15 time: 0.5016 data_time: 0.0165 memory: 8542 grad_norm: 0.0973 recall@thr=0.5: 0.9262 prec@thr=0.5: 0.9738 recall@top3: 0.9167 prec@top3: 0.7714 recall@top5: 1.0000 prec@top5: 0.5143 loss_action_cls: 0.0298 loss: 0.0298 2022/08/31 13:46:06 - mmengine - INFO - Epoch(train) [19][1520/1921] lr: 1.5000e-03 eta: 0:20:05 time: 0.5365 data_time: 0.0221 memory: 8508 grad_norm: 0.0946 recall@thr=0.5: 0.7816 prec@thr=0.5: 0.8075 recall@top3: 0.8879 prec@top3: 0.8276 recall@top5: 0.9885 prec@top5: 0.5586 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 13:46:17 - mmengine - INFO - Epoch(train) [19][1540/1921] lr: 1.5000e-03 eta: 0:19:55 time: 0.5105 data_time: 0.0150 memory: 8542 grad_norm: 0.0980 recall@thr=0.5: 0.7194 prec@thr=0.5: 0.8083 recall@top3: 0.8194 prec@top3: 0.6222 recall@top5: 0.9528 prec@top5: 0.4533 loss_action_cls: 0.0296 loss: 0.0296 2022/08/31 13:46:27 - mmengine - INFO - Epoch(train) [19][1560/1921] lr: 1.5000e-03 eta: 0:19:44 time: 0.4973 data_time: 0.0194 memory: 8517 grad_norm: 0.1006 recall@thr=0.5: 0.7337 prec@thr=0.5: 0.8183 recall@top3: 0.8313 prec@top3: 0.7724 recall@top5: 0.9634 prec@top5: 0.5415 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 13:46:38 - mmengine - INFO - Epoch(train) [19][1580/1921] lr: 1.5000e-03 eta: 0:19:34 time: 0.5734 data_time: 0.0162 memory: 8585 grad_norm: 0.0951 recall@thr=0.5: 0.7356 prec@thr=0.5: 0.7414 recall@top3: 0.8908 prec@top3: 0.5977 recall@top5: 0.9310 prec@top5: 0.3793 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 13:46:49 - mmengine - INFO - Epoch(train) [19][1600/1921] lr: 1.5000e-03 eta: 0:19:23 time: 0.5342 data_time: 0.0235 memory: 8474 grad_norm: 0.0989 recall@thr=0.5: 0.6276 prec@thr=0.5: 0.7902 recall@top3: 0.8115 prec@top3: 0.7126 recall@top5: 0.9345 prec@top5: 0.4966 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 13:46:58 - mmengine - INFO - Epoch(train) [19][1620/1921] lr: 1.5000e-03 eta: 0:19:13 time: 0.4892 data_time: 0.0202 memory: 8559 grad_norm: 0.0984 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.9111 recall@top3: 0.8889 prec@top3: 0.7444 recall@top5: 1.0000 prec@top5: 0.5067 loss_action_cls: 0.0303 loss: 0.0303 2022/08/31 13:47:09 - mmengine - INFO - Epoch(train) [19][1640/1921] lr: 1.5000e-03 eta: 0:19:03 time: 0.5215 data_time: 0.0153 memory: 8612 grad_norm: 0.0964 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.6722 recall@top3: 0.8167 prec@top3: 0.6222 recall@top5: 0.9389 prec@top5: 0.4467 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 13:47:19 - mmengine - INFO - Epoch(train) [19][1660/1921] lr: 1.5000e-03 eta: 0:18:52 time: 0.5160 data_time: 0.0184 memory: 8559 grad_norm: 0.0999 recall@thr=0.5: 0.7722 prec@thr=0.5: 0.8778 recall@top3: 0.9278 prec@top3: 0.7333 recall@top5: 0.9722 prec@top5: 0.4667 loss_action_cls: 0.0322 loss: 0.0322 2022/08/31 13:47:30 - mmengine - INFO - Epoch(train) [19][1680/1921] lr: 1.5000e-03 eta: 0:18:42 time: 0.5280 data_time: 0.0183 memory: 8662 grad_norm: 0.0948 recall@thr=0.5: 0.8284 prec@thr=0.5: 0.8806 recall@top3: 0.8757 prec@top3: 0.7297 recall@top5: 0.9946 prec@top5: 0.5243 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 13:47:40 - mmengine - INFO - Epoch(train) [19][1700/1921] lr: 1.5000e-03 eta: 0:18:31 time: 0.4993 data_time: 0.0186 memory: 8602 grad_norm: 0.0959 recall@thr=0.5: 0.6622 prec@thr=0.5: 0.8045 recall@top3: 0.7770 prec@top3: 0.6757 recall@top5: 0.9414 prec@top5: 0.5135 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 13:47:50 - mmengine - INFO - Epoch(train) [19][1720/1921] lr: 1.5000e-03 eta: 0:18:21 time: 0.5315 data_time: 0.0146 memory: 8517 grad_norm: 0.1001 recall@thr=0.5: 0.7014 prec@thr=0.5: 0.7153 recall@top3: 0.8403 prec@top3: 0.5833 recall@top5: 0.9792 prec@top5: 0.4167 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 13:48:00 - mmengine - INFO - Epoch(train) [19][1740/1921] lr: 1.5000e-03 eta: 0:18:11 time: 0.4889 data_time: 0.0184 memory: 8526 grad_norm: 0.0979 recall@thr=0.5: 0.7203 prec@thr=0.5: 0.8581 recall@top3: 0.7892 prec@top3: 0.7027 recall@top5: 0.9216 prec@top5: 0.5027 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 13:48:11 - mmengine - INFO - Epoch(train) [19][1760/1921] lr: 1.5000e-03 eta: 0:18:00 time: 0.5178 data_time: 0.0158 memory: 8585 grad_norm: 0.0962 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.8048 recall@top3: 0.8119 prec@top3: 0.6476 recall@top5: 0.9333 prec@top5: 0.4629 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 13:48:21 - mmengine - INFO - Epoch(train) [19][1780/1921] lr: 1.5000e-03 eta: 0:17:50 time: 0.4963 data_time: 0.0183 memory: 8577 grad_norm: 0.0982 recall@thr=0.5: 0.7787 prec@thr=0.5: 0.8657 recall@top3: 0.8546 prec@top3: 0.6759 recall@top5: 0.9574 prec@top5: 0.4667 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 13:48:31 - mmengine - INFO - Epoch(train) [19][1800/1921] lr: 1.5000e-03 eta: 0:17:40 time: 0.5318 data_time: 0.0131 memory: 8552 grad_norm: 0.0976 recall@thr=0.5: 0.7154 prec@thr=0.5: 0.8374 recall@top3: 0.8171 prec@top3: 0.7561 recall@top5: 0.9390 prec@top5: 0.5317 loss_action_cls: 0.0335 loss: 0.0335 2022/08/31 13:48:42 - mmengine - INFO - Epoch(train) [19][1820/1921] lr: 1.5000e-03 eta: 0:17:29 time: 0.5197 data_time: 0.0192 memory: 8594 grad_norm: 0.0966 recall@thr=0.5: 0.7481 prec@thr=0.5: 0.7926 recall@top3: 0.8093 prec@top3: 0.7259 recall@top5: 0.9222 prec@top5: 0.5111 loss_action_cls: 0.0337 loss: 0.0337 2022/08/31 13:48:52 - mmengine - INFO - Epoch(train) [19][1840/1921] lr: 1.5000e-03 eta: 0:17:19 time: 0.5317 data_time: 0.0164 memory: 8602 grad_norm: 0.0981 recall@thr=0.5: 0.7394 prec@thr=0.5: 0.9131 recall@top3: 0.8387 prec@top3: 0.6596 recall@top5: 0.9468 prec@top5: 0.4638 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 13:49:02 - mmengine - INFO - Epoch(train) [19][1860/1921] lr: 1.5000e-03 eta: 0:17:08 time: 0.4971 data_time: 0.0187 memory: 8620 grad_norm: 0.0961 recall@thr=0.5: 0.7215 prec@thr=0.5: 0.8070 recall@top3: 0.7982 prec@top3: 0.7105 recall@top5: 0.9649 prec@top5: 0.5263 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 13:49:12 - mmengine - INFO - Epoch(train) [19][1880/1921] lr: 1.5000e-03 eta: 0:16:58 time: 0.5144 data_time: 0.0126 memory: 8662 grad_norm: 0.1001 recall@thr=0.5: 0.8310 prec@thr=0.5: 0.8690 recall@top3: 0.8619 prec@top3: 0.8095 recall@top5: 0.9500 prec@top5: 0.5429 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 13:49:23 - mmengine - INFO - Epoch(train) [19][1900/1921] lr: 1.5000e-03 eta: 0:16:48 time: 0.5126 data_time: 0.0191 memory: 8517 grad_norm: 0.0985 recall@thr=0.5: 0.6729 prec@thr=0.5: 0.7667 recall@top3: 0.6854 prec@top3: 0.6417 recall@top5: 0.8479 prec@top5: 0.4750 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 13:49:33 - mmengine - INFO - Epoch(train) [19][1920/1921] lr: 1.5000e-03 eta: 0:16:37 time: 0.5105 data_time: 0.0152 memory: 8517 grad_norm: 0.0983 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8718 recall@top3: 0.9103 prec@top3: 0.6282 recall@top5: 0.9744 prec@top5: 0.4154 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 13:49:33 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 13:49:33 - mmengine - INFO - Epoch(train) [19][1921/1921] lr: 1.5000e-03 eta: 0:16:37 time: 0.5047 data_time: 0.0158 memory: 6302 grad_norm: 0.0994 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.8417 recall@top3: 0.9333 prec@top3: 0.5500 recall@top5: 0.9750 prec@top5: 0.3500 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 13:49:34 - mmengine - INFO - Epoch(val) [19][20/6282] eta: 0:06:00 time: 0.0576 data_time: 0.0123 memory: 2274 2022/08/31 13:49:35 - mmengine - INFO - Epoch(val) [19][40/6282] eta: 0:04:24 time: 0.0424 data_time: 0.0018 memory: 2274 2022/08/31 13:49:36 - mmengine - INFO - Epoch(val) [19][60/6282] eta: 0:04:41 time: 0.0453 data_time: 0.0025 memory: 2274 2022/08/31 13:49:37 - mmengine - INFO - Epoch(val) [19][80/6282] eta: 0:04:32 time: 0.0440 data_time: 0.0024 memory: 2274 2022/08/31 13:49:38 - mmengine - INFO - Epoch(val) [19][100/6282] eta: 0:06:51 time: 0.0666 data_time: 0.0030 memory: 2274 2022/08/31 13:49:39 - mmengine - INFO - Epoch(val) [19][120/6282] eta: 0:04:19 time: 0.0421 data_time: 0.0022 memory: 2308 2022/08/31 13:49:40 - mmengine - INFO - Epoch(val) [19][140/6282] eta: 0:04:51 time: 0.0474 data_time: 0.0019 memory: 2308 2022/08/31 13:49:41 - mmengine - INFO - Epoch(val) [19][160/6282] eta: 0:04:15 time: 0.0418 data_time: 0.0020 memory: 2308 2022/08/31 13:49:42 - mmengine - INFO - Epoch(val) [19][180/6282] eta: 0:04:41 time: 0.0461 data_time: 0.0023 memory: 2308 2022/08/31 13:49:43 - mmengine - INFO - Epoch(val) [19][200/6282] eta: 0:04:09 time: 0.0411 data_time: 0.0024 memory: 2308 2022/08/31 13:49:44 - mmengine - INFO - Epoch(val) [19][220/6282] eta: 0:04:20 time: 0.0430 data_time: 0.0026 memory: 2279 2022/08/31 13:49:45 - mmengine - INFO - Epoch(val) [19][240/6282] eta: 0:04:17 time: 0.0426 data_time: 0.0032 memory: 2279 2022/08/31 13:49:45 - mmengine - INFO - Epoch(val) [19][260/6282] eta: 0:04:05 time: 0.0408 data_time: 0.0029 memory: 2279 2022/08/31 13:49:46 - mmengine - INFO - Epoch(val) [19][280/6282] eta: 0:04:45 time: 0.0475 data_time: 0.0020 memory: 2279 2022/08/31 13:49:47 - mmengine - INFO - Epoch(val) [19][300/6282] eta: 0:04:19 time: 0.0433 data_time: 0.0027 memory: 2308 2022/08/31 13:49:48 - mmengine - INFO - Epoch(val) [19][320/6282] eta: 0:05:41 time: 0.0573 data_time: 0.0038 memory: 2308 2022/08/31 13:49:49 - mmengine - INFO - Epoch(val) [19][340/6282] eta: 0:04:40 time: 0.0473 data_time: 0.0031 memory: 2308 2022/08/31 13:49:50 - mmengine - INFO - Epoch(val) [19][360/6282] eta: 0:04:57 time: 0.0503 data_time: 0.0023 memory: 2308 2022/08/31 13:49:51 - mmengine - INFO - Epoch(val) [19][380/6282] eta: 0:05:09 time: 0.0524 data_time: 0.0024 memory: 2308 2022/08/31 13:49:52 - mmengine - INFO - Epoch(val) [19][400/6282] eta: 0:04:27 time: 0.0455 data_time: 0.0021 memory: 2308 2022/08/31 13:49:53 - mmengine - INFO - Epoch(val) [19][420/6282] eta: 0:04:08 time: 0.0424 data_time: 0.0025 memory: 2281 2022/08/31 13:49:54 - mmengine - INFO - Epoch(val) [19][440/6282] eta: 0:04:04 time: 0.0418 data_time: 0.0027 memory: 2281 2022/08/31 13:49:55 - mmengine - INFO - Epoch(val) [19][460/6282] eta: 0:03:55 time: 0.0405 data_time: 0.0018 memory: 2281 2022/08/31 13:49:56 - mmengine - INFO - Epoch(val) [19][480/6282] eta: 0:04:00 time: 0.0414 data_time: 0.0029 memory: 2281 2022/08/31 13:49:57 - mmengine - INFO - Epoch(val) [19][500/6282] eta: 0:04:09 time: 0.0432 data_time: 0.0021 memory: 2281 2022/08/31 13:49:57 - mmengine - INFO - Epoch(val) [19][520/6282] eta: 0:03:45 time: 0.0391 data_time: 0.0023 memory: 2279 2022/08/31 13:49:59 - mmengine - INFO - Epoch(val) [19][540/6282] eta: 0:07:05 time: 0.0741 data_time: 0.0028 memory: 2279 2022/08/31 13:50:00 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [19][740/6282] eta: 0:05:56 time: 0.0643 data_time: 0.0033 memory: 2308 2022/08/31 13:50:09 - mmengine - INFO - Epoch(val) [19][760/6282] eta: 0:04:41 time: 0.0511 data_time: 0.0022 memory: 2308 2022/08/31 13:50:10 - mmengine - INFO - Epoch(val) [19][780/6282] eta: 0:04:26 time: 0.0484 data_time: 0.0034 memory: 2308 2022/08/31 13:50:11 - mmengine - INFO - Epoch(val) [19][800/6282] eta: 0:03:57 time: 0.0433 data_time: 0.0025 memory: 2308 2022/08/31 13:50:12 - mmengine - INFO - Epoch(val) [19][820/6282] eta: 0:03:41 time: 0.0405 data_time: 0.0017 memory: 2308 2022/08/31 13:50:13 - mmengine - INFO - Epoch(val) [19][840/6282] eta: 0:03:51 time: 0.0426 data_time: 0.0017 memory: 2279 2022/08/31 13:50:14 - mmengine - INFO - Epoch(val) [19][860/6282] eta: 0:04:16 time: 0.0473 data_time: 0.0026 memory: 2279 2022/08/31 13:50:15 - mmengine - INFO - Epoch(val) [19][880/6282] eta: 0:04:02 time: 0.0448 data_time: 0.0019 memory: 2279 2022/08/31 13:50:16 - mmengine - INFO - Epoch(val) [19][900/6282] eta: 0:03:51 time: 0.0430 data_time: 0.0022 memory: 2279 2022/08/31 13:50:17 - mmengine - INFO - Epoch(val) [19][920/6282] eta: 0:04:06 time: 0.0460 data_time: 0.0020 memory: 2279 2022/08/31 13:50:18 - mmengine - INFO - Epoch(val) [19][940/6282] eta: 0:05:33 time: 0.0625 data_time: 0.0029 memory: 2274 2022/08/31 13:50:19 - mmengine - INFO - Epoch(val) [19][960/6282] eta: 0:04:30 time: 0.0509 data_time: 0.0109 memory: 2274 2022/08/31 13:50:20 - mmengine - INFO - Epoch(val) [19][980/6282] eta: 0:03:12 time: 0.0363 data_time: 0.0019 memory: 2274 2022/08/31 13:50:21 - mmengine - INFO - Epoch(val) [19][1000/6282] eta: 0:03:39 time: 0.0416 data_time: 0.0022 memory: 2274 2022/08/31 13:50:21 - mmengine - INFO - Epoch(val) [19][1020/6282] eta: 0:03:52 time: 0.0442 data_time: 0.0021 memory: 2279 2022/08/31 13:50:22 - mmengine - INFO - Epoch(val) [19][1040/6282] eta: 0:03:31 time: 0.0403 data_time: 0.0024 memory: 2279 2022/08/31 13:50:23 - mmengine - INFO - Epoch(val) [19][1060/6282] eta: 0:03:50 time: 0.0441 data_time: 0.0019 memory: 2279 2022/08/31 13:50:24 - mmengine - INFO - Epoch(val) [19][1080/6282] eta: 0:03:46 time: 0.0435 data_time: 0.0021 memory: 2279 2022/08/31 13:50:25 - mmengine - INFO - Epoch(val) [19][1100/6282] eta: 0:03:27 time: 0.0399 data_time: 0.0018 memory: 2279 2022/08/31 13:50:26 - mmengine - INFO - Epoch(val) [19][1120/6282] eta: 0:03:33 time: 0.0414 data_time: 0.0026 memory: 2279 2022/08/31 13:50:26 - mmengine - INFO - Epoch(val) [19][1140/6282] eta: 0:03:32 time: 0.0413 data_time: 0.0022 memory: 2279 2022/08/31 13:50:27 - mmengine - INFO - Epoch(val) [19][1160/6282] eta: 0:03:50 time: 0.0451 data_time: 0.0026 memory: 2279 2022/08/31 13:50:28 - mmengine - INFO - Epoch(val) [19][1180/6282] eta: 0:04:07 time: 0.0486 data_time: 0.0024 memory: 2279 2022/08/31 13:50:29 - mmengine - INFO - Epoch(val) [19][1200/6282] eta: 0:03:18 time: 0.0391 data_time: 0.0020 memory: 2279 2022/08/31 13:50:30 - mmengine - INFO - Epoch(val) [19][1220/6282] eta: 0:04:08 time: 0.0492 data_time: 0.0026 memory: 2279 2022/08/31 13:50:31 - mmengine - INFO - Epoch(val) [19][1240/6282] eta: 0:03:58 time: 0.0473 data_time: 0.0024 memory: 2308 2022/08/31 13:50:32 - mmengine - INFO - Epoch(val) [19][1260/6282] eta: 0:04:11 time: 0.0501 data_time: 0.0037 memory: 2308 2022/08/31 13:50:33 - mmengine - INFO - Epoch(val) [19][1280/6282] eta: 0:04:06 time: 0.0492 data_time: 0.0028 memory: 2308 2022/08/31 13:50:34 - mmengine - INFO - Epoch(val) [19][1300/6282] eta: 0:04:07 time: 0.0496 data_time: 0.0024 memory: 2308 2022/08/31 13:50:35 - mmengine - INFO - Epoch(val) [19][1320/6282] eta: 0:04:16 time: 0.0516 data_time: 0.0022 memory: 2308 2022/08/31 13:50:36 - mmengine - INFO - Epoch(val) [19][1340/6282] eta: 0:04:00 time: 0.0486 data_time: 0.0036 memory: 2308 2022/08/31 13:50:37 - mmengine - INFO - Epoch(val) [19][1360/6282] eta: 0:03:58 time: 0.0485 data_time: 0.0022 memory: 2308 2022/08/31 13:50:38 - mmengine - INFO - Epoch(val) [19][1380/6282] eta: 0:04:33 time: 0.0557 data_time: 0.0042 memory: 2308 2022/08/31 13:50:39 - mmengine - INFO - Epoch(val) [19][1400/6282] eta: 0:04:01 time: 0.0494 data_time: 0.0036 memory: 2308 2022/08/31 13:50:40 - mmengine - INFO - Epoch(val) [19][1420/6282] eta: 0:03:31 time: 0.0434 data_time: 0.0031 memory: 2308 2022/08/31 13:50:41 - mmengine - INFO - Epoch(val) [19][1440/6282] eta: 0:03:33 time: 0.0441 data_time: 0.0020 memory: 2308 2022/08/31 13:50:42 - mmengine - INFO - Epoch(val) [19][1460/6282] eta: 0:03:27 time: 0.0429 data_time: 0.0020 memory: 2308 2022/08/31 13:50:43 - mmengine - INFO - Epoch(val) [19][1480/6282] eta: 0:03:39 time: 0.0458 data_time: 0.0020 memory: 2308 2022/08/31 13:50:44 - mmengine - INFO - Epoch(val) [19][1500/6282] eta: 0:03:30 time: 0.0441 data_time: 0.0024 memory: 2308 2022/08/31 13:50:45 - mmengine - INFO - Epoch(val) [19][1520/6282] eta: 0:03:37 time: 0.0456 data_time: 0.0019 memory: 2352 2022/08/31 13:50:46 - mmengine - INFO - Epoch(val) [19][1540/6282] eta: 0:04:08 time: 0.0524 data_time: 0.0023 memory: 2352 2022/08/31 13:50:47 - mmengine - INFO - Epoch(val) [19][1560/6282] eta: 0:03:26 time: 0.0438 data_time: 0.0021 memory: 2352 2022/08/31 13:50:48 - mmengine - INFO - Epoch(val) [19][1580/6282] eta: 0:03:32 time: 0.0452 data_time: 0.0024 memory: 2352 2022/08/31 13:50:49 - mmengine - INFO - Epoch(val) [19][1600/6282] eta: 0:04:27 time: 0.0571 data_time: 0.0032 memory: 2352 2022/08/31 13:50:50 - mmengine - INFO - Epoch(val) [19][1620/6282] eta: 0:03:22 time: 0.0434 data_time: 0.0031 memory: 2352 2022/08/31 13:50:51 - mmengine - INFO - Epoch(val) [19][1640/6282] eta: 0:03:50 time: 0.0497 data_time: 0.0024 memory: 2308 2022/08/31 13:50:51 - mmengine - INFO - Epoch(val) [19][1660/6282] eta: 0:03:11 time: 0.0414 data_time: 0.0022 memory: 2308 2022/08/31 13:50:52 - mmengine - INFO - Epoch(val) [19][1680/6282] eta: 0:03:29 time: 0.0455 data_time: 0.0025 memory: 2308 2022/08/31 13:50:53 - mmengine - INFO - Epoch(val) [19][1700/6282] eta: 0:03:39 time: 0.0480 data_time: 0.0019 memory: 2308 2022/08/31 13:50:54 - mmengine - INFO - Epoch(val) [19][1720/6282] eta: 0:03:54 time: 0.0514 data_time: 0.0024 memory: 2311 2022/08/31 13:50:55 - mmengine - INFO - Epoch(val) [19][1740/6282] eta: 0:03:06 time: 0.0410 data_time: 0.0021 memory: 2308 2022/08/31 13:50:56 - mmengine - INFO - Epoch(val) [19][1760/6282] eta: 0:03:22 time: 0.0447 data_time: 0.0025 memory: 2308 2022/08/31 13:50:57 - mmengine - INFO - Epoch(val) [19][1780/6282] eta: 0:03:19 time: 0.0443 data_time: 0.0016 memory: 2308 2022/08/31 13:50:58 - mmengine - INFO - Epoch(val) [19][1800/6282] eta: 0:03:52 time: 0.0518 data_time: 0.0036 memory: 2308 2022/08/31 13:50:59 - mmengine - INFO - Epoch(val) [19][1820/6282] eta: 0:03:43 time: 0.0501 data_time: 0.0026 memory: 2308 2022/08/31 13:51:00 - mmengine - INFO - Epoch(val) [19][1840/6282] eta: 0:03:56 time: 0.0532 data_time: 0.0034 memory: 2308 2022/08/31 13:51:01 - mmengine - INFO - Epoch(val) [19][1860/6282] eta: 0:03:52 time: 0.0526 data_time: 0.0035 memory: 2308 2022/08/31 13:51:02 - mmengine - INFO - Epoch(val) [19][1880/6282] eta: 0:03:27 time: 0.0471 data_time: 0.0026 memory: 2308 2022/08/31 13:51:03 - mmengine - INFO - Epoch(val) [19][1900/6282] eta: 0:03:28 time: 0.0476 data_time: 0.0024 memory: 2308 2022/08/31 13:51:04 - mmengine - INFO - Epoch(val) [19][1920/6282] eta: 0:03:31 time: 0.0485 data_time: 0.0030 memory: 2308 2022/08/31 13:51:05 - mmengine - INFO - Epoch(val) [19][1940/6282] eta: 0:03:13 time: 0.0446 data_time: 0.0034 memory: 2308 2022/08/31 13:51:06 - mmengine - INFO - Epoch(val) [19][1960/6282] eta: 0:02:57 time: 0.0411 data_time: 0.0025 memory: 2281 2022/08/31 13:51:07 - mmengine - INFO - Epoch(val) [19][1980/6282] eta: 0:02:56 time: 0.0410 data_time: 0.0026 memory: 2281 2022/08/31 13:51:07 - mmengine - INFO - Epoch(val) [19][2000/6282] eta: 0:03:07 time: 0.0438 data_time: 0.0030 memory: 2281 2022/08/31 13:51:09 - mmengine - INFO - Epoch(val) [19][2020/6282] eta: 0:04:02 time: 0.0568 data_time: 0.0035 memory: 2281 2022/08/31 13:51:09 - mmengine - INFO - Epoch(val) [19][2040/6282] eta: 0:02:46 time: 0.0393 data_time: 0.0025 memory: 2281 2022/08/31 13:51:10 - mmengine - INFO - Epoch(val) [19][2060/6282] eta: 0:03:04 time: 0.0437 data_time: 0.0039 memory: 2281 2022/08/31 13:51:11 - mmengine - INFO - Epoch(val) [19][2080/6282] eta: 0:03:08 time: 0.0449 data_time: 0.0024 memory: 2281 2022/08/31 13:51:12 - mmengine - INFO - Epoch(val) [19][2100/6282] eta: 0:02:57 time: 0.0424 data_time: 0.0022 memory: 2281 2022/08/31 13:51:13 - mmengine - INFO - Epoch(val) [19][2120/6282] eta: 0:02:48 time: 0.0405 data_time: 0.0024 memory: 2281 2022/08/31 13:51:14 - mmengine - INFO - Epoch(val) [19][2140/6282] eta: 0:02:58 time: 0.0430 data_time: 0.0019 memory: 2281 2022/08/31 13:51:15 - mmengine - INFO - Epoch(val) [19][2160/6282] eta: 0:03:01 time: 0.0439 data_time: 0.0029 memory: 2279 2022/08/31 13:51:15 - mmengine - INFO - Epoch(val) [19][2180/6282] eta: 0:02:41 time: 0.0394 data_time: 0.0020 memory: 2279 2022/08/31 13:51:16 - mmengine - INFO - Epoch(val) [19][2200/6282] eta: 0:02:51 time: 0.0420 data_time: 0.0030 memory: 2279 2022/08/31 13:51:17 - mmengine - INFO - Epoch(val) [19][2220/6282] eta: 0:02:50 time: 0.0421 data_time: 0.0024 memory: 2279 2022/08/31 13:51:18 - mmengine - INFO - Epoch(val) [19][2240/6282] eta: 0:03:27 time: 0.0513 data_time: 0.0021 memory: 2279 2022/08/31 13:51:19 - mmengine - INFO - Epoch(val) [19][2260/6282] eta: 0:02:47 time: 0.0417 data_time: 0.0023 memory: 2281 2022/08/31 13:51:20 - mmengine - INFO - Epoch(val) [19][2280/6282] eta: 0:02:57 time: 0.0445 data_time: 0.0021 memory: 2281 2022/08/31 13:51:21 - mmengine - INFO - Epoch(val) [19][2300/6282] eta: 0:02:46 time: 0.0417 data_time: 0.0028 memory: 2281 2022/08/31 13:51:22 - mmengine - INFO - Epoch(val) [19][2320/6282] eta: 0:02:46 time: 0.0419 data_time: 0.0024 memory: 2281 2022/08/31 13:51:22 - mmengine - INFO - Epoch(val) [19][2340/6282] eta: 0:02:55 time: 0.0446 data_time: 0.0025 memory: 2281 2022/08/31 13:51:23 - mmengine - INFO - Epoch(val) [19][2360/6282] eta: 0:02:54 time: 0.0445 data_time: 0.0023 memory: 2279 2022/08/31 13:51:24 - mmengine - INFO - Epoch(val) [19][2380/6282] eta: 0:02:46 time: 0.0428 data_time: 0.0017 memory: 2279 2022/08/31 13:51:25 - mmengine - INFO - Epoch(val) [19][2400/6282] eta: 0:02:47 time: 0.0432 data_time: 0.0021 memory: 2279 2022/08/31 13:51:26 - mmengine - INFO - Epoch(val) [19][2420/6282] eta: 0:02:36 time: 0.0405 data_time: 0.0026 memory: 2279 2022/08/31 13:51:27 - mmengine - INFO - Epoch(val) [19][2440/6282] eta: 0:02:53 time: 0.0450 data_time: 0.0022 memory: 2279 2022/08/31 13:51:28 - mmengine - INFO - Epoch(val) [19][2460/6282] eta: 0:03:25 time: 0.0538 data_time: 0.0026 memory: 2308 2022/08/31 13:51:29 - mmengine - INFO - Epoch(val) [19][2480/6282] eta: 0:02:53 time: 0.0456 data_time: 0.0019 memory: 2308 2022/08/31 13:51:30 - mmengine - INFO - Epoch(val) [19][2500/6282] eta: 0:02:55 time: 0.0464 data_time: 0.0027 memory: 2308 2022/08/31 13:51:31 - mmengine - INFO - Epoch(val) [19][2520/6282] eta: 0:02:59 time: 0.0478 data_time: 0.0025 memory: 2308 2022/08/31 13:51:32 - mmengine - INFO - Epoch(val) [19][2540/6282] eta: 0:03:11 time: 0.0513 data_time: 0.0016 memory: 2311 2022/08/31 13:51:33 - mmengine - INFO - Epoch(val) [19][2560/6282] eta: 0:03:08 time: 0.0505 data_time: 0.0050 memory: 2308 2022/08/31 13:51:34 - mmengine - INFO - Epoch(val) [19][2580/6282] eta: 0:03:08 time: 0.0509 data_time: 0.0026 memory: 2308 2022/08/31 13:51:35 - mmengine - INFO - Epoch(val) [19][2600/6282] eta: 0:03:14 time: 0.0529 data_time: 0.0028 memory: 2308 2022/08/31 13:51:36 - mmengine - INFO - Epoch(val) [19][2620/6282] eta: 0:03:05 time: 0.0505 data_time: 0.0025 memory: 2308 2022/08/31 13:51:37 - mmengine - INFO - Epoch(val) [19][2640/6282] eta: 0:02:33 time: 0.0420 data_time: 0.0028 memory: 2308 2022/08/31 13:51:38 - mmengine - INFO - Epoch(val) [19][2660/6282] eta: 0:02:49 time: 0.0469 data_time: 0.0023 memory: 2348 2022/08/31 13:51:39 - mmengine - INFO - Epoch(val) [19][2680/6282] eta: 0:04:10 time: 0.0696 data_time: 0.0026 memory: 2348 2022/08/31 13:51:40 - mmengine - INFO - Epoch(val) [19][2700/6282] eta: 0:02:43 time: 0.0455 data_time: 0.0028 memory: 2348 2022/08/31 13:51:41 - mmengine - INFO - Epoch(val) [19][2720/6282] eta: 0:02:40 time: 0.0451 data_time: 0.0027 memory: 2348 2022/08/31 13:51:42 - mmengine - INFO - Epoch(val) [19][2740/6282] eta: 0:02:44 time: 0.0464 data_time: 0.0032 memory: 2348 2022/08/31 13:51:43 - mmengine - INFO - Epoch(val) [19][2760/6282] eta: 0:02:31 time: 0.0429 data_time: 0.0030 memory: 2281 2022/08/31 13:51:44 - mmengine - INFO - Epoch(val) [19][2780/6282] eta: 0:02:31 time: 0.0433 data_time: 0.0020 memory: 2281 2022/08/31 13:51:45 - mmengine - INFO - Epoch(val) [19][2800/6282] eta: 0:02:28 time: 0.0426 data_time: 0.0020 memory: 2281 2022/08/31 13:51:45 - mmengine - INFO - Epoch(val) [19][2820/6282] eta: 0:02:35 time: 0.0449 data_time: 0.0026 memory: 2281 2022/08/31 13:51:46 - mmengine - INFO - Epoch(val) [19][2840/6282] eta: 0:02:32 time: 0.0444 data_time: 0.0019 memory: 2281 2022/08/31 13:51:47 - mmengine - INFO - Epoch(val) [19][2860/6282] eta: 0:02:32 time: 0.0445 data_time: 0.0033 memory: 2308 2022/08/31 13:51:48 - mmengine - INFO - Epoch(val) [19][2880/6282] eta: 0:02:47 time: 0.0493 data_time: 0.0030 memory: 2308 2022/08/31 13:51:49 - mmengine - INFO - Epoch(val) [19][2900/6282] eta: 0:02:31 time: 0.0448 data_time: 0.0027 memory: 2308 2022/08/31 13:51:50 - mmengine - INFO - Epoch(val) [19][2920/6282] eta: 0:02:27 time: 0.0438 data_time: 0.0021 memory: 2308 2022/08/31 13:51:51 - mmengine - INFO - Epoch(val) [19][2940/6282] eta: 0:02:23 time: 0.0429 data_time: 0.0025 memory: 2293 2022/08/31 13:51:52 - mmengine - INFO - Epoch(val) [19][2960/6282] eta: 0:02:31 time: 0.0455 data_time: 0.0023 memory: 2293 2022/08/31 13:51:53 - mmengine - INFO - Epoch(val) [19][2980/6282] eta: 0:02:17 time: 0.0417 data_time: 0.0021 memory: 2293 2022/08/31 13:51:54 - mmengine - INFO - Epoch(val) [19][3000/6282] eta: 0:02:25 time: 0.0442 data_time: 0.0024 memory: 2293 2022/08/31 13:51:54 - mmengine - INFO - Epoch(val) [19][3020/6282] eta: 0:02:14 time: 0.0414 data_time: 0.0025 memory: 2308 2022/08/31 13:51:55 - mmengine - INFO - Epoch(val) [19][3040/6282] eta: 0:02:26 time: 0.0452 data_time: 0.0027 memory: 2308 2022/08/31 13:51:56 - mmengine - INFO - Epoch(val) [19][3060/6282] eta: 0:02:19 time: 0.0433 data_time: 0.0024 memory: 2308 2022/08/31 13:51:57 - mmengine - INFO - Epoch(val) [19][3080/6282] eta: 0:02:17 time: 0.0430 data_time: 0.0017 memory: 2308 2022/08/31 13:51:58 - mmengine - INFO - Epoch(val) [19][3100/6282] eta: 0:03:43 time: 0.0704 data_time: 0.0036 memory: 2308 2022/08/31 13:51:59 - mmengine - INFO - Epoch(val) [19][3120/6282] eta: 0:02:21 time: 0.0447 data_time: 0.0026 memory: 2281 2022/08/31 13:52:00 - mmengine - INFO - Epoch(val) [19][3140/6282] eta: 0:02:09 time: 0.0413 data_time: 0.0031 memory: 2281 2022/08/31 13:52:01 - mmengine - INFO - Epoch(val) [19][3160/6282] eta: 0:02:14 time: 0.0430 data_time: 0.0027 memory: 2281 2022/08/31 13:52:02 - mmengine - INFO - Epoch(val) [19][3180/6282] eta: 0:02:06 time: 0.0407 data_time: 0.0030 memory: 2281 2022/08/31 13:52:03 - mmengine - INFO - Epoch(val) [19][3200/6282] eta: 0:02:15 time: 0.0439 data_time: 0.0026 memory: 2308 2022/08/31 13:52:04 - mmengine - INFO - Epoch(val) [19][3220/6282] eta: 0:02:17 time: 0.0449 data_time: 0.0035 memory: 2308 2022/08/31 13:52:05 - mmengine - INFO - Epoch(val) [19][3240/6282] eta: 0:02:22 time: 0.0468 data_time: 0.0033 memory: 2308 2022/08/31 13:52:06 - mmengine - INFO - Epoch(val) [19][3260/6282] eta: 0:02:11 time: 0.0436 data_time: 0.0023 memory: 2308 2022/08/31 13:52:06 - mmengine - INFO - Epoch(val) [19][3280/6282] eta: 0:02:19 time: 0.0465 data_time: 0.0020 memory: 2308 2022/08/31 13:52:07 - mmengine - INFO - Epoch(val) [19][3300/6282] eta: 0:02:18 time: 0.0465 data_time: 0.0020 memory: 2308 2022/08/31 13:52:08 - mmengine - INFO - Epoch(val) [19][3320/6282] eta: 0:02:12 time: 0.0446 data_time: 0.0019 memory: 2308 2022/08/31 13:52:09 - mmengine - INFO - Epoch(val) [19][3340/6282] eta: 0:02:15 time: 0.0460 data_time: 0.0024 memory: 2308 2022/08/31 13:52:10 - mmengine - INFO - Epoch(val) [19][3360/6282] eta: 0:02:03 time: 0.0423 data_time: 0.0020 memory: 2308 2022/08/31 13:52:11 - mmengine - INFO - Epoch(val) [19][3380/6282] eta: 0:02:12 time: 0.0455 data_time: 0.0031 memory: 2308 2022/08/31 13:52:12 - mmengine - INFO - Epoch(val) [19][3400/6282] eta: 0:02:13 time: 0.0464 data_time: 0.0023 memory: 2279 2022/08/31 13:52:13 - mmengine - INFO - Epoch(val) [19][3420/6282] eta: 0:02:09 time: 0.0451 data_time: 0.0032 memory: 2279 2022/08/31 13:52:14 - mmengine - INFO - Epoch(val) [19][3440/6282] eta: 0:02:02 time: 0.0430 data_time: 0.0027 memory: 2279 2022/08/31 13:52:15 - mmengine - INFO - Epoch(val) [19][3460/6282] eta: 0:02:19 time: 0.0493 data_time: 0.0028 memory: 2282 2022/08/31 13:52:16 - mmengine - INFO - Epoch(val) [19][3480/6282] eta: 0:02:10 time: 0.0465 data_time: 0.0019 memory: 2279 2022/08/31 13:52:16 - mmengine - INFO - Epoch(val) [19][3500/6282] eta: 0:01:49 time: 0.0395 data_time: 0.0017 memory: 2279 2022/08/31 13:52:17 - mmengine - INFO - Epoch(val) [19][3520/6282] eta: 0:01:56 time: 0.0422 data_time: 0.0029 memory: 2279 2022/08/31 13:52:19 - mmengine - INFO - Epoch(val) [19][3540/6282] eta: 0:03:14 time: 0.0710 data_time: 0.0032 memory: 2279 2022/08/31 13:52:20 - mmengine - INFO - Epoch(val) [19][3560/6282] eta: 0:01:59 time: 0.0438 data_time: 0.0022 memory: 2279 2022/08/31 13:52:20 - mmengine - INFO - Epoch(val) [19][3580/6282] eta: 0:01:48 time: 0.0403 data_time: 0.0034 memory: 2300 2022/08/31 13:52:21 - mmengine - INFO - Epoch(val) [19][3600/6282] eta: 0:02:02 time: 0.0456 data_time: 0.0034 memory: 2300 2022/08/31 13:52:22 - mmengine - INFO - Epoch(val) [19][3620/6282] eta: 0:02:18 time: 0.0522 data_time: 0.0030 memory: 2302 2022/08/31 13:52:23 - mmengine - INFO - Epoch(val) [19][3640/6282] eta: 0:01:46 time: 0.0404 data_time: 0.0020 memory: 2300 2022/08/31 13:52:24 - mmengine - INFO - Epoch(val) [19][3660/6282] eta: 0:01:57 time: 0.0446 data_time: 0.0020 memory: 2300 2022/08/31 13:52:25 - mmengine - INFO - Epoch(val) [19][3680/6282] eta: 0:01:58 time: 0.0457 data_time: 0.0035 memory: 2308 2022/08/31 13:52:26 - mmengine - INFO - Epoch(val) [19][3700/6282] eta: 0:01:56 time: 0.0451 data_time: 0.0038 memory: 2308 2022/08/31 13:52:27 - mmengine - INFO - Epoch(val) [19][3720/6282] eta: 0:02:01 time: 0.0475 data_time: 0.0030 memory: 2308 2022/08/31 13:52:28 - mmengine - INFO - Epoch(val) [19][3740/6282] eta: 0:02:17 time: 0.0540 data_time: 0.0042 memory: 2308 2022/08/31 13:52:29 - mmengine - INFO - Epoch(val) [19][3760/6282] eta: 0:01:50 time: 0.0437 data_time: 0.0027 memory: 2308 2022/08/31 13:52:30 - mmengine - INFO - Epoch(val) [19][3780/6282] eta: 0:01:55 time: 0.0460 data_time: 0.0034 memory: 2308 2022/08/31 13:52:31 - mmengine - INFO - Epoch(val) [19][3800/6282] eta: 0:01:53 time: 0.0457 data_time: 0.0023 memory: 2308 2022/08/31 13:52:32 - mmengine - INFO - Epoch(val) [19][3820/6282] eta: 0:01:55 time: 0.0468 data_time: 0.0035 memory: 2308 2022/08/31 13:52:33 - mmengine - INFO - Epoch(val) [19][3840/6282] eta: 0:01:51 time: 0.0455 data_time: 0.0022 memory: 2308 2022/08/31 13:52:34 - mmengine - INFO - Epoch(val) [19][3860/6282] eta: 0:01:50 time: 0.0458 data_time: 0.0026 memory: 2308 2022/08/31 13:52:34 - mmengine - INFO - Epoch(val) [19][3880/6282] eta: 0:01:50 time: 0.0460 data_time: 0.0034 memory: 2308 2022/08/31 13:52:35 - mmengine - INFO - Epoch(val) [19][3900/6282] eta: 0:01:52 time: 0.0474 data_time: 0.0040 memory: 2308 2022/08/31 13:52:36 - mmengine - INFO - Epoch(val) [19][3920/6282] eta: 0:01:45 time: 0.0446 data_time: 0.0024 memory: 2308 2022/08/31 13:52:37 - mmengine - INFO - Epoch(val) [19][3940/6282] eta: 0:01:35 time: 0.0409 data_time: 0.0021 memory: 2308 2022/08/31 13:52:39 - mmengine - INFO - Epoch(val) [19][3960/6282] eta: 0:02:37 time: 0.0676 data_time: 0.0073 memory: 2308 2022/08/31 13:52:39 - mmengine - INFO - Epoch(val) [19][3980/6282] eta: 0:01:45 time: 0.0457 data_time: 0.0019 memory: 2308 2022/08/31 13:52:40 - mmengine - INFO - Epoch(val) [19][4000/6282] eta: 0:01:38 time: 0.0433 data_time: 0.0023 memory: 2308 2022/08/31 13:52:41 - mmengine - INFO - Epoch(val) [19][4020/6282] eta: 0:01:36 time: 0.0427 data_time: 0.0020 memory: 2308 2022/08/31 13:52:42 - mmengine - INFO - Epoch(val) [19][4040/6282] eta: 0:01:35 time: 0.0426 data_time: 0.0020 memory: 2348 2022/08/31 13:52:43 - mmengine - INFO - Epoch(val) [19][4060/6282] eta: 0:01:40 time: 0.0453 data_time: 0.0034 memory: 2348 2022/08/31 13:52:44 - mmengine - INFO - Epoch(val) [19][4080/6282] eta: 0:01:42 time: 0.0465 data_time: 0.0024 memory: 2348 2022/08/31 13:52:45 - mmengine - INFO - Epoch(val) [19][4100/6282] eta: 0:01:33 time: 0.0430 data_time: 0.0023 memory: 2348 2022/08/31 13:52:46 - mmengine - INFO - Epoch(val) [19][4120/6282] eta: 0:01:37 time: 0.0449 data_time: 0.0029 memory: 2348 2022/08/31 13:52:47 - mmengine - INFO - Epoch(val) [19][4140/6282] eta: 0:01:35 time: 0.0447 data_time: 0.0035 memory: 2348 2022/08/31 13:52:47 - mmengine - INFO - Epoch(val) [19][4160/6282] eta: 0:01:31 time: 0.0432 data_time: 0.0029 memory: 2279 2022/08/31 13:52:48 - mmengine - INFO - Epoch(val) [19][4180/6282] eta: 0:01:42 time: 0.0489 data_time: 0.0034 memory: 2279 2022/08/31 13:52:49 - mmengine - INFO - Epoch(val) [19][4200/6282] eta: 0:01:28 time: 0.0425 data_time: 0.0023 memory: 2279 2022/08/31 13:52:50 - mmengine - INFO - Epoch(val) [19][4220/6282] eta: 0:01:31 time: 0.0444 data_time: 0.0025 memory: 2279 2022/08/31 13:52:51 - mmengine - INFO - Epoch(val) [19][4240/6282] eta: 0:01:27 time: 0.0431 data_time: 0.0031 memory: 2279 2022/08/31 13:52:52 - mmengine - INFO - Epoch(val) [19][4260/6282] eta: 0:01:24 time: 0.0416 data_time: 0.0024 memory: 2279 2022/08/31 13:52:53 - mmengine - INFO - Epoch(val) [19][4280/6282] eta: 0:01:39 time: 0.0496 data_time: 0.0022 memory: 2279 2022/08/31 13:52:54 - mmengine - INFO - Epoch(val) [19][4300/6282] eta: 0:01:23 time: 0.0422 data_time: 0.0031 memory: 2279 2022/08/31 13:52:55 - mmengine - INFO - Epoch(val) [19][4320/6282] eta: 0:01:17 time: 0.0394 data_time: 0.0014 memory: 2279 2022/08/31 13:52:55 - mmengine - INFO - Epoch(val) [19][4340/6282] eta: 0:01:23 time: 0.0432 data_time: 0.0040 memory: 2279 2022/08/31 13:52:56 - mmengine - INFO - Epoch(val) [19][4360/6282] eta: 0:01:17 time: 0.0402 data_time: 0.0031 memory: 2308 2022/08/31 13:52:57 - mmengine - INFO - Epoch(val) [19][4380/6282] eta: 0:01:20 time: 0.0425 data_time: 0.0029 memory: 2308 2022/08/31 13:52:59 - mmengine - INFO - Epoch(val) [19][4400/6282] eta: 0:02:07 time: 0.0678 data_time: 0.0022 memory: 2308 2022/08/31 13:52:59 - mmengine - INFO - Epoch(val) [19][4420/6282] eta: 0:01:11 time: 0.0383 data_time: 0.0029 memory: 2308 2022/08/31 13:53:00 - mmengine - INFO - Epoch(val) [19][4440/6282] eta: 0:01:17 time: 0.0421 data_time: 0.0022 memory: 2312 2022/08/31 13:53:01 - mmengine - INFO - Epoch(val) [19][4460/6282] eta: 0:01:13 time: 0.0404 data_time: 0.0020 memory: 2312 2022/08/31 13:53:02 - mmengine - INFO - Epoch(val) [19][4480/6282] eta: 0:01:13 time: 0.0410 data_time: 0.0025 memory: 2312 2022/08/31 13:53:03 - mmengine - INFO - Epoch(val) [19][4500/6282] eta: 0:01:19 time: 0.0447 data_time: 0.0021 memory: 2312 2022/08/31 13:53:04 - mmengine - INFO - Epoch(val) [19][4520/6282] eta: 0:01:16 time: 0.0435 data_time: 0.0024 memory: 2312 2022/08/31 13:53:04 - mmengine - INFO - Epoch(val) [19][4540/6282] eta: 0:01:13 time: 0.0419 data_time: 0.0021 memory: 2281 2022/08/31 13:53:05 - mmengine - INFO - Epoch(val) [19][4560/6282] eta: 0:01:13 time: 0.0429 data_time: 0.0030 memory: 2281 2022/08/31 13:53:06 - mmengine - INFO - Epoch(val) [19][4580/6282] eta: 0:01:20 time: 0.0472 data_time: 0.0026 memory: 2281 2022/08/31 13:53:07 - mmengine - INFO - Epoch(val) [19][4600/6282] eta: 0:01:13 time: 0.0436 data_time: 0.0041 memory: 2281 2022/08/31 13:53:08 - mmengine - INFO - Epoch(val) [19][4620/6282] eta: 0:01:23 time: 0.0505 data_time: 0.0024 memory: 2281 2022/08/31 13:53:09 - mmengine - INFO - Epoch(val) [19][4640/6282] eta: 0:01:08 time: 0.0420 data_time: 0.0023 memory: 2312 2022/08/31 13:53:10 - mmengine - INFO - Epoch(val) [19][4660/6282] eta: 0:01:14 time: 0.0459 data_time: 0.0030 memory: 2312 2022/08/31 13:53:11 - mmengine - INFO - Epoch(val) [19][4680/6282] eta: 0:01:13 time: 0.0461 data_time: 0.0017 memory: 2312 2022/08/31 13:53:12 - mmengine - INFO - Epoch(val) [19][4700/6282] eta: 0:01:08 time: 0.0433 data_time: 0.0023 memory: 2312 2022/08/31 13:53:13 - mmengine - INFO - Epoch(val) [19][4720/6282] eta: 0:01:06 time: 0.0425 data_time: 0.0026 memory: 2312 2022/08/31 13:53:13 - mmengine - INFO - Epoch(val) [19][4740/6282] eta: 0:01:06 time: 0.0428 data_time: 0.0020 memory: 2292 2022/08/31 13:53:14 - mmengine - INFO - Epoch(val) [19][4760/6282] eta: 0:01:12 time: 0.0476 data_time: 0.0023 memory: 2292 2022/08/31 13:53:15 - mmengine - INFO - Epoch(val) [19][4780/6282] eta: 0:00:59 time: 0.0399 data_time: 0.0027 memory: 2292 2022/08/31 13:53:16 - mmengine - INFO - Epoch(val) [19][4800/6282] eta: 0:01:04 time: 0.0437 data_time: 0.0025 memory: 2292 2022/08/31 13:53:17 - mmengine - INFO - Epoch(val) [19][4820/6282] eta: 0:00:59 time: 0.0407 data_time: 0.0022 memory: 2308 2022/08/31 13:53:18 - mmengine - INFO - Epoch(val) [19][4840/6282] eta: 0:01:05 time: 0.0452 data_time: 0.0030 memory: 2308 2022/08/31 13:53:19 - mmengine - INFO - Epoch(val) [19][4860/6282] eta: 0:01:37 time: 0.0688 data_time: 0.0027 memory: 2308 2022/08/31 13:53:20 - mmengine - INFO - Epoch(val) [19][4880/6282] eta: 0:01:02 time: 0.0448 data_time: 0.0030 memory: 2308 2022/08/31 13:53:21 - mmengine - INFO - Epoch(val) [19][4900/6282] eta: 0:01:03 time: 0.0456 data_time: 0.0020 memory: 2308 2022/08/31 13:53:22 - mmengine - INFO - Epoch(val) [19][4920/6282] eta: 0:00:52 time: 0.0382 data_time: 0.0025 memory: 2310 2022/08/31 13:53:23 - mmengine - INFO - Epoch(val) [19][4940/6282] eta: 0:00:58 time: 0.0436 data_time: 0.0029 memory: 2310 2022/08/31 13:53:24 - mmengine - INFO - Epoch(val) [19][4960/6282] eta: 0:01:03 time: 0.0481 data_time: 0.0023 memory: 2310 2022/08/31 13:53:25 - mmengine - INFO - Epoch(val) [19][4980/6282] eta: 0:00:59 time: 0.0457 data_time: 0.0027 memory: 2310 2022/08/31 13:53:25 - mmengine - INFO - Epoch(val) [19][5000/6282] eta: 0:00:57 time: 0.0446 data_time: 0.0028 memory: 2310 2022/08/31 13:53:26 - mmengine - INFO - Epoch(val) [19][5020/6282] eta: 0:00:52 time: 0.0419 data_time: 0.0020 memory: 2310 2022/08/31 13:53:27 - mmengine - INFO - Epoch(val) [19][5040/6282] eta: 0:00:49 time: 0.0400 data_time: 0.0019 memory: 2281 2022/08/31 13:53:28 - mmengine - INFO - Epoch(val) [19][5060/6282] eta: 0:00:57 time: 0.0470 data_time: 0.0028 memory: 2281 2022/08/31 13:53:29 - mmengine - INFO - Epoch(val) [19][5080/6282] eta: 0:00:55 time: 0.0463 data_time: 0.0030 memory: 2281 2022/08/31 13:53:30 - mmengine - INFO - Epoch(val) [19][5100/6282] eta: 0:01:20 time: 0.0684 data_time: 0.0031 memory: 2281 2022/08/31 13:53:31 - mmengine - INFO - Epoch(val) [19][5120/6282] eta: 0:00:49 time: 0.0423 data_time: 0.0022 memory: 2281 2022/08/31 13:53:32 - mmengine - INFO - Epoch(val) [19][5140/6282] eta: 0:00:45 time: 0.0395 data_time: 0.0034 memory: 2279 2022/08/31 13:53:33 - mmengine - INFO - Epoch(val) [19][5160/6282] eta: 0:00:45 time: 0.0409 data_time: 0.0017 memory: 2279 2022/08/31 13:53:34 - mmengine - INFO - Epoch(val) [19][5180/6282] eta: 0:00:50 time: 0.0459 data_time: 0.0019 memory: 2279 2022/08/31 13:53:35 - mmengine - INFO - Epoch(val) [19][5200/6282] eta: 0:00:45 time: 0.0423 data_time: 0.0019 memory: 2279 2022/08/31 13:53:35 - mmengine - INFO - Epoch(val) [19][5220/6282] eta: 0:00:43 time: 0.0407 data_time: 0.0019 memory: 2279 2022/08/31 13:53:37 - mmengine - INFO - Epoch(val) [19][5240/6282] eta: 0:00:54 time: 0.0521 data_time: 0.0024 memory: 2282 2022/08/31 13:53:37 - mmengine - INFO - Epoch(val) [19][5260/6282] eta: 0:00:41 time: 0.0407 data_time: 0.0024 memory: 2279 2022/08/31 13:53:38 - mmengine - INFO - Epoch(val) [19][5280/6282] eta: 0:00:48 time: 0.0484 data_time: 0.0024 memory: 2279 2022/08/31 13:53:39 - mmengine - INFO - Epoch(val) [19][5300/6282] eta: 0:00:44 time: 0.0449 data_time: 0.0034 memory: 2279 2022/08/31 13:53:40 - mmengine - INFO - Epoch(val) [19][5320/6282] eta: 0:00:42 time: 0.0437 data_time: 0.0027 memory: 2279 2022/08/31 13:53:41 - mmengine - INFO - Epoch(val) [19][5340/6282] eta: 0:00:42 time: 0.0446 data_time: 0.0027 memory: 2279 2022/08/31 13:53:42 - mmengine - INFO - Epoch(val) [19][5360/6282] eta: 0:00:36 time: 0.0392 data_time: 0.0022 memory: 2279 2022/08/31 13:53:43 - mmengine - INFO - Epoch(val) [19][5380/6282] eta: 0:00:41 time: 0.0459 data_time: 0.0018 memory: 2279 2022/08/31 13:53:44 - mmengine - INFO - Epoch(val) [19][5400/6282] eta: 0:00:37 time: 0.0430 data_time: 0.0024 memory: 2279 2022/08/31 13:53:44 - mmengine - INFO - Epoch(val) [19][5420/6282] eta: 0:00:34 time: 0.0400 data_time: 0.0022 memory: 2279 2022/08/31 13:53:45 - mmengine - INFO - Epoch(val) [19][5440/6282] eta: 0:00:38 time: 0.0452 data_time: 0.0026 memory: 2279 2022/08/31 13:53:46 - mmengine - INFO - Epoch(val) [19][5460/6282] eta: 0:00:34 time: 0.0420 data_time: 0.0027 memory: 2279 2022/08/31 13:53:47 - mmengine - INFO - Epoch(val) [19][5480/6282] eta: 0:00:33 time: 0.0413 data_time: 0.0021 memory: 2279 2022/08/31 13:53:48 - mmengine - INFO - Epoch(val) [19][5500/6282] eta: 0:00:38 time: 0.0491 data_time: 0.0024 memory: 2279 2022/08/31 13:53:49 - mmengine - INFO - Epoch(val) [19][5520/6282] eta: 0:00:49 time: 0.0647 data_time: 0.0023 memory: 2289 2022/08/31 13:53:50 - mmengine - INFO - Epoch(val) [19][5540/6282] eta: 0:00:36 time: 0.0495 data_time: 0.0034 memory: 2289 2022/08/31 13:53:51 - mmengine - INFO - Epoch(val) [19][5560/6282] eta: 0:00:32 time: 0.0449 data_time: 0.0022 memory: 2289 2022/08/31 13:53:52 - mmengine - INFO - Epoch(val) [19][5580/6282] eta: 0:00:28 time: 0.0401 data_time: 0.0028 memory: 2289 2022/08/31 13:53:53 - mmengine - INFO - Epoch(val) [19][5600/6282] eta: 0:00:32 time: 0.0479 data_time: 0.0034 memory: 2289 2022/08/31 13:53:54 - mmengine - INFO - Epoch(val) [19][5620/6282] eta: 0:00:27 time: 0.0417 data_time: 0.0022 memory: 2289 2022/08/31 13:53:55 - mmengine - INFO - Epoch(val) [19][5640/6282] eta: 0:00:28 time: 0.0440 data_time: 0.0023 memory: 2279 2022/08/31 13:53:56 - mmengine - INFO - Epoch(val) [19][5660/6282] eta: 0:00:28 time: 0.0457 data_time: 0.0020 memory: 2279 2022/08/31 13:53:57 - mmengine - INFO - Epoch(val) [19][5680/6282] eta: 0:00:27 time: 0.0456 data_time: 0.0027 memory: 2279 2022/08/31 13:53:57 - mmengine - INFO - Epoch(val) [19][5700/6282] eta: 0:00:24 time: 0.0417 data_time: 0.0033 memory: 2279 2022/08/31 13:53:58 - mmengine - INFO - Epoch(val) [19][5720/6282] eta: 0:00:24 time: 0.0438 data_time: 0.0022 memory: 2296 2022/08/31 13:53:59 - mmengine - INFO - Epoch(val) [19][5740/6282] eta: 0:00:23 time: 0.0426 data_time: 0.0026 memory: 2296 2022/08/31 13:54:00 - mmengine - INFO - Epoch(val) [19][5760/6282] eta: 0:00:24 time: 0.0469 data_time: 0.0034 memory: 2296 2022/08/31 13:54:01 - mmengine - INFO - Epoch(val) [19][5780/6282] eta: 0:00:24 time: 0.0490 data_time: 0.0024 memory: 2296 2022/08/31 13:54:02 - mmengine - INFO - Epoch(val) [19][5800/6282] eta: 0:00:21 time: 0.0439 data_time: 0.0023 memory: 2296 2022/08/31 13:54:03 - mmengine - INFO - Epoch(val) [19][5820/6282] eta: 0:00:20 time: 0.0454 data_time: 0.0029 memory: 2296 2022/08/31 13:54:04 - mmengine - INFO - Epoch(val) [19][5840/6282] eta: 0:00:18 time: 0.0414 data_time: 0.0025 memory: 2289 2022/08/31 13:54:05 - mmengine - INFO - Epoch(val) [19][5860/6282] eta: 0:00:18 time: 0.0427 data_time: 0.0019 memory: 2289 2022/08/31 13:54:06 - mmengine - INFO - Epoch(val) [19][5880/6282] eta: 0:00:16 time: 0.0422 data_time: 0.0022 memory: 2289 2022/08/31 13:54:06 - mmengine - INFO - Epoch(val) [19][5900/6282] eta: 0:00:17 time: 0.0448 data_time: 0.0026 memory: 2289 2022/08/31 13:54:07 - mmengine - INFO - Epoch(val) [19][5920/6282] eta: 0:00:16 time: 0.0450 data_time: 0.0026 memory: 2289 2022/08/31 13:54:09 - mmengine - INFO - Epoch(val) [19][5940/6282] eta: 0:00:24 time: 0.0710 data_time: 0.0030 memory: 2279 2022/08/31 13:54:10 - mmengine - INFO - Epoch(val) [19][5960/6282] eta: 0:00:15 time: 0.0473 data_time: 0.0039 memory: 2279 2022/08/31 13:54:11 - mmengine - INFO - Epoch(val) [19][5980/6282] eta: 0:00:12 time: 0.0414 data_time: 0.0026 memory: 2279 2022/08/31 13:54:11 - mmengine - INFO - Epoch(val) [19][6000/6282] eta: 0:00:12 time: 0.0451 data_time: 0.0020 memory: 2308 2022/08/31 13:54:12 - mmengine - INFO - Epoch(val) [19][6020/6282] eta: 0:00:10 time: 0.0395 data_time: 0.0025 memory: 2308 2022/08/31 13:54:13 - mmengine - INFO - Epoch(val) [19][6040/6282] eta: 0:00:10 time: 0.0431 data_time: 0.0020 memory: 2308 2022/08/31 13:54:14 - mmengine - INFO - Epoch(val) [19][6060/6282] eta: 0:00:10 time: 0.0451 data_time: 0.0021 memory: 2308 2022/08/31 13:54:15 - mmengine - INFO - Epoch(val) [19][6080/6282] eta: 0:00:09 time: 0.0455 data_time: 0.0025 memory: 2308 2022/08/31 13:54:16 - mmengine - INFO - Epoch(val) [19][6100/6282] eta: 0:00:07 time: 0.0438 data_time: 0.0030 memory: 2308 2022/08/31 13:54:17 - mmengine - INFO - Epoch(val) [19][6120/6282] eta: 0:00:07 time: 0.0481 data_time: 0.0024 memory: 2308 2022/08/31 13:54:18 - mmengine - INFO - Epoch(val) [19][6140/6282] eta: 0:00:07 time: 0.0535 data_time: 0.0021 memory: 2308 2022/08/31 13:54:19 - mmengine - INFO - Epoch(val) [19][6160/6282] eta: 0:00:06 time: 0.0540 data_time: 0.0022 memory: 2308 2022/08/31 13:54:20 - mmengine - INFO - Epoch(val) [19][6180/6282] eta: 0:00:04 time: 0.0442 data_time: 0.0018 memory: 2308 2022/08/31 13:54:21 - mmengine - INFO - Epoch(val) [19][6200/6282] eta: 0:00:03 time: 0.0406 data_time: 0.0024 memory: 2308 2022/08/31 13:54:22 - mmengine - INFO - Epoch(val) [19][6220/6282] eta: 0:00:02 time: 0.0422 data_time: 0.0019 memory: 2308 2022/08/31 13:54:22 - mmengine - INFO - Epoch(val) [19][6240/6282] eta: 0:00:01 time: 0.0431 data_time: 0.0020 memory: 2308 2022/08/31 13:54:23 - mmengine - INFO - Epoch(val) [19][6260/6282] eta: 0:00:00 time: 0.0396 data_time: 0.0018 memory: 2308 2022/08/31 13:54:24 - mmengine - INFO - Epoch(val) [19][6280/6282] eta: 0:00:00 time: 0.0404 data_time: 0.0015 memory: 2308 2022/08/31 13:59:50 - mmengine - INFO - Epoch(val) [19][6282/6282] mAP/mAP@0.5IOU: 0.2406 2022/08/31 14:00:01 - mmengine - INFO - Epoch(train) [20][20/1921] lr: 1.5000e-03 eta: 0:16:26 time: 0.5633 data_time: 0.0395 memory: 8552 grad_norm: 0.0955 recall@thr=0.5: 0.6719 prec@thr=0.5: 0.7500 recall@top3: 0.8438 prec@top3: 0.6667 recall@top5: 0.9219 prec@top5: 0.4375 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 14:00:11 - mmengine - INFO - Epoch(train) [20][40/1921] lr: 1.5000e-03 eta: 0:16:16 time: 0.5056 data_time: 0.0240 memory: 8577 grad_norm: 0.1039 recall@thr=0.5: 0.7672 prec@thr=0.5: 0.7816 recall@top3: 0.7874 prec@top3: 0.6552 recall@top5: 0.9483 prec@top5: 0.4759 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 14:00:22 - mmengine - INFO - Epoch(train) [20][60/1921] lr: 1.5000e-03 eta: 0:16:06 time: 0.5184 data_time: 0.0198 memory: 8620 grad_norm: 0.0983 recall@thr=0.5: 0.7009 prec@thr=0.5: 0.8243 recall@top3: 0.8063 prec@top3: 0.6036 recall@top5: 0.9802 prec@top5: 0.4703 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 14:00:32 - mmengine - INFO - Epoch(train) [20][80/1921] lr: 1.5000e-03 eta: 0:15:55 time: 0.5437 data_time: 0.0242 memory: 8526 grad_norm: 0.0957 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.7973 recall@top3: 0.8295 prec@top3: 0.7652 recall@top5: 0.9564 prec@top5: 0.5409 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 14:00:43 - mmengine - INFO - Epoch(train) [20][100/1921] lr: 1.5000e-03 eta: 0:15:45 time: 0.5177 data_time: 0.0230 memory: 8594 grad_norm: 0.0955 recall@thr=0.5: 0.9189 prec@thr=0.5: 0.8860 recall@top3: 0.9298 prec@top3: 0.7456 recall@top5: 0.9934 prec@top5: 0.4842 loss_action_cls: 0.0304 loss: 0.0304 2022/08/31 14:00:53 - mmengine - INFO - Epoch(train) [20][120/1921] lr: 1.5000e-03 eta: 0:15:34 time: 0.5277 data_time: 0.0223 memory: 8526 grad_norm: 0.0991 recall@thr=0.5: 0.7889 prec@thr=0.5: 0.7556 recall@top3: 0.8167 prec@top3: 0.6111 recall@top5: 0.9694 prec@top5: 0.4600 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 14:01:04 - mmengine - INFO - Epoch(train) [20][140/1921] lr: 1.5000e-03 eta: 0:15:24 time: 0.5257 data_time: 0.0207 memory: 8612 grad_norm: 0.0941 recall@thr=0.5: 0.7816 prec@thr=0.5: 0.8592 recall@top3: 0.8851 prec@top3: 0.8161 recall@top5: 0.9684 prec@top5: 0.5448 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 14:01:14 - mmengine - INFO - Epoch(train) [20][160/1921] lr: 1.5000e-03 eta: 0:15:14 time: 0.5187 data_time: 0.0218 memory: 8517 grad_norm: 0.0970 recall@thr=0.5: 0.7394 prec@thr=0.5: 0.8565 recall@top3: 0.8398 prec@top3: 0.7222 recall@top5: 0.8986 prec@top5: 0.4722 loss_action_cls: 0.0356 loss: 0.0356 2022/08/31 14:01:25 - mmengine - INFO - Epoch(train) [20][180/1921] lr: 1.5000e-03 eta: 0:15:03 time: 0.5291 data_time: 0.0280 memory: 8508 grad_norm: 0.0977 recall@thr=0.5: 0.6885 prec@thr=0.5: 0.8730 recall@top3: 0.8829 prec@top3: 0.7540 recall@top5: 1.0000 prec@top5: 0.5286 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 14:01:35 - mmengine - INFO - Epoch(train) [20][200/1921] lr: 1.5000e-03 eta: 0:14:53 time: 0.5212 data_time: 0.0224 memory: 8552 grad_norm: 0.0966 recall@thr=0.5: 0.7045 prec@thr=0.5: 0.7424 recall@top3: 0.8737 prec@top3: 0.6667 recall@top5: 0.9697 prec@top5: 0.4545 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 14:01:46 - mmengine - INFO - Epoch(train) [20][220/1921] lr: 1.5000e-03 eta: 0:14:43 time: 0.5528 data_time: 0.0193 memory: 8568 grad_norm: 0.0990 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.8640 recall@top3: 0.8706 prec@top3: 0.8421 recall@top5: 0.9452 prec@top5: 0.5632 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 14:01:56 - mmengine - INFO - Epoch(train) [20][240/1921] lr: 1.5000e-03 eta: 0:14:32 time: 0.5015 data_time: 0.0237 memory: 8542 grad_norm: 0.0951 recall@thr=0.5: 0.7738 prec@thr=0.5: 0.8143 recall@top3: 0.8548 prec@top3: 0.6762 recall@top5: 0.9476 prec@top5: 0.4571 loss_action_cls: 0.0285 loss: 0.0285 2022/08/31 14:02:07 - mmengine - INFO - Epoch(train) [20][260/1921] lr: 1.5000e-03 eta: 0:14:22 time: 0.5103 data_time: 0.0166 memory: 8526 grad_norm: 0.0970 recall@thr=0.5: 0.7735 prec@thr=0.5: 0.7393 recall@top3: 0.8761 prec@top3: 0.6496 recall@top5: 0.9509 prec@top5: 0.4410 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 14:02:17 - mmengine - INFO - Epoch(train) [20][280/1921] lr: 1.5000e-03 eta: 0:14:11 time: 0.4991 data_time: 0.0202 memory: 8500 grad_norm: 0.0957 recall@thr=0.5: 0.8869 prec@thr=0.5: 0.8720 recall@top3: 0.9315 prec@top3: 0.7857 recall@top5: 1.0000 prec@top5: 0.5214 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 14:02:27 - mmengine - INFO - Epoch(train) [20][300/1921] lr: 1.5000e-03 eta: 0:14:01 time: 0.5226 data_time: 0.0160 memory: 8447 grad_norm: 0.0946 recall@thr=0.5: 0.7005 prec@thr=0.5: 0.8642 recall@top3: 0.8167 prec@top3: 0.7255 recall@top5: 0.9588 prec@top5: 0.5353 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 14:02:37 - mmengine - INFO - Epoch(train) [20][320/1921] lr: 1.5000e-03 eta: 0:13:51 time: 0.5244 data_time: 0.0213 memory: 8526 grad_norm: 0.0990 recall@thr=0.5: 0.8671 prec@thr=0.5: 0.8996 recall@top3: 0.8525 prec@top3: 0.8333 recall@top5: 0.9625 prec@top5: 0.5900 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 14:02:47 - mmengine - INFO - Epoch(train) [20][340/1921] lr: 1.5000e-03 eta: 0:13:40 time: 0.4942 data_time: 0.0194 memory: 8526 grad_norm: 0.1024 recall@thr=0.5: 0.5796 prec@thr=0.5: 0.7000 recall@top3: 0.6826 prec@top3: 0.7037 recall@top5: 0.8852 prec@top5: 0.5289 loss_action_cls: 0.0361 loss: 0.0361 2022/08/31 14:02:58 - mmengine - INFO - Epoch(train) [20][360/1921] lr: 1.5000e-03 eta: 0:13:30 time: 0.5399 data_time: 0.0173 memory: 8526 grad_norm: 0.0951 recall@thr=0.5: 0.8284 prec@thr=0.5: 0.8136 recall@top3: 0.8191 prec@top3: 0.7284 recall@top5: 1.0000 prec@top5: 0.5556 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 14:03:08 - mmengine - INFO - Epoch(train) [20][380/1921] lr: 1.5000e-03 eta: 0:13:19 time: 0.4893 data_time: 0.0196 memory: 8654 grad_norm: 0.1006 recall@thr=0.5: 0.7787 prec@thr=0.5: 0.8741 recall@top3: 0.8534 prec@top3: 0.7701 recall@top5: 0.9828 prec@top5: 0.5448 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 14:03:18 - mmengine - INFO - Epoch(train) [20][400/1921] lr: 1.5000e-03 eta: 0:13:09 time: 0.5164 data_time: 0.0183 memory: 8552 grad_norm: 0.0959 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8483 recall@top3: 0.8013 prec@top3: 0.7607 recall@top5: 0.9038 prec@top5: 0.5231 loss_action_cls: 0.0342 loss: 0.0342 2022/08/31 14:03:28 - mmengine - INFO - Epoch(train) [20][420/1921] lr: 1.5000e-03 eta: 0:12:59 time: 0.5054 data_time: 0.0198 memory: 8629 grad_norm: 0.0932 recall@thr=0.5: 0.7946 prec@thr=0.5: 0.8155 recall@top3: 0.8333 prec@top3: 0.7619 recall@top5: 0.9792 prec@top5: 0.5500 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 14:03:39 - mmengine - INFO - Epoch(train) [20][440/1921] lr: 1.5000e-03 eta: 0:12:48 time: 0.5336 data_time: 0.0198 memory: 8568 grad_norm: 0.0967 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.9067 recall@top3: 0.8532 prec@top3: 0.7460 recall@top5: 0.9405 prec@top5: 0.5095 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 14:03:49 - mmengine - INFO - Epoch(train) [20][460/1921] lr: 1.5000e-03 eta: 0:12:38 time: 0.4950 data_time: 0.0192 memory: 8577 grad_norm: 0.0984 recall@thr=0.5: 0.7368 prec@thr=0.5: 0.7548 recall@top3: 0.8048 prec@top3: 0.6754 recall@top5: 0.9386 prec@top5: 0.4947 loss_action_cls: 0.0350 loss: 0.0350 2022/08/31 14:03:59 - mmengine - INFO - Epoch(train) [20][480/1921] lr: 1.5000e-03 eta: 0:12:28 time: 0.5173 data_time: 0.0170 memory: 8526 grad_norm: 0.0995 recall@thr=0.5: 0.7357 prec@thr=0.5: 0.7667 recall@top3: 0.8052 prec@top3: 0.7048 recall@top5: 0.9176 prec@top5: 0.5029 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 14:04:10 - mmengine - INFO - Epoch(train) [20][500/1921] lr: 1.5000e-03 eta: 0:12:17 time: 0.5385 data_time: 0.0206 memory: 8568 grad_norm: 0.0972 recall@thr=0.5: 0.6748 prec@thr=0.5: 0.7744 recall@top3: 0.7154 prec@top3: 0.7154 recall@top5: 0.8984 prec@top5: 0.5463 loss_action_cls: 0.0357 loss: 0.0357 2022/08/31 14:04:11 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 14:04:20 - mmengine - INFO - Epoch(train) [20][520/1921] lr: 1.5000e-03 eta: 0:12:07 time: 0.4987 data_time: 0.0183 memory: 8552 grad_norm: 0.1002 recall@thr=0.5: 0.6571 prec@thr=0.5: 0.6859 recall@top3: 0.7885 prec@top3: 0.6282 recall@top5: 0.9359 prec@top5: 0.4538 loss_action_cls: 0.0329 loss: 0.0329 2022/08/31 14:04:31 - mmengine - INFO - Epoch(train) [20][540/1921] lr: 1.5000e-03 eta: 0:11:56 time: 0.5263 data_time: 0.0171 memory: 8559 grad_norm: 0.0954 recall@thr=0.5: 0.6071 prec@thr=0.5: 0.7190 recall@top3: 0.7024 prec@top3: 0.5714 recall@top5: 0.9310 prec@top5: 0.4629 loss_action_cls: 0.0307 loss: 0.0307 2022/08/31 14:04:41 - mmengine - INFO - Epoch(train) [20][560/1921] lr: 1.5000e-03 eta: 0:11:46 time: 0.5070 data_time: 0.0199 memory: 8508 grad_norm: 0.0979 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8351 recall@top3: 0.8816 prec@top3: 0.6930 recall@top5: 0.9474 prec@top5: 0.4632 loss_action_cls: 0.0349 loss: 0.0349 2022/08/31 14:04:51 - mmengine - INFO - Epoch(train) [20][580/1921] lr: 1.5000e-03 eta: 0:11:36 time: 0.5015 data_time: 0.0221 memory: 8526 grad_norm: 0.0970 recall@thr=0.5: 0.7786 prec@thr=0.5: 0.7929 recall@top3: 0.8452 prec@top3: 0.6571 recall@top5: 0.8952 prec@top5: 0.4286 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 14:05:01 - mmengine - INFO - Epoch(train) [20][600/1921] lr: 1.5000e-03 eta: 0:11:25 time: 0.5232 data_time: 0.0183 memory: 8568 grad_norm: 0.1000 recall@thr=0.5: 0.7268 prec@thr=0.5: 0.7724 recall@top3: 0.8012 prec@top3: 0.6423 recall@top5: 0.9309 prec@top5: 0.4732 loss_action_cls: 0.0355 loss: 0.0355 2022/08/31 14:05:12 - mmengine - INFO - Epoch(train) [20][620/1921] lr: 1.5000e-03 eta: 0:11:15 time: 0.5397 data_time: 0.0221 memory: 8508 grad_norm: 0.0938 recall@thr=0.5: 0.7976 prec@thr=0.5: 0.8339 recall@top3: 0.8720 prec@top3: 0.6905 recall@top5: 0.9762 prec@top5: 0.4786 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 14:05:22 - mmengine - INFO - Epoch(train) [20][640/1921] lr: 1.5000e-03 eta: 0:11:04 time: 0.4926 data_time: 0.0176 memory: 8552 grad_norm: 0.0989 recall@thr=0.5: 0.7140 prec@thr=0.5: 0.8986 recall@top3: 0.7568 prec@top3: 0.5766 recall@top5: 0.9257 prec@top5: 0.4378 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 14:05:32 - mmengine - INFO - Epoch(train) [20][660/1921] lr: 1.5000e-03 eta: 0:10:54 time: 0.5262 data_time: 0.0170 memory: 8542 grad_norm: 0.1001 recall@thr=0.5: 0.6129 prec@thr=0.5: 0.5860 recall@top3: 0.7285 prec@top3: 0.5699 recall@top5: 0.9140 prec@top5: 0.4323 loss_action_cls: 0.0346 loss: 0.0346 2022/08/31 14:05:42 - mmengine - INFO - Epoch(train) [20][680/1921] lr: 1.5000e-03 eta: 0:10:44 time: 0.5013 data_time: 0.0192 memory: 8559 grad_norm: 0.0978 recall@thr=0.5: 0.6726 prec@thr=0.5: 0.5655 recall@top3: 0.8810 prec@top3: 0.5000 recall@top5: 0.9048 prec@top5: 0.3143 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 14:05:53 - mmengine - INFO - Epoch(train) [20][700/1921] lr: 1.5000e-03 eta: 0:10:33 time: 0.5452 data_time: 0.0186 memory: 8457 grad_norm: 0.0952 recall@thr=0.5: 0.7995 prec@thr=0.5: 0.8203 recall@top3: 0.8594 prec@top3: 0.7187 recall@top5: 0.9922 prec@top5: 0.5125 loss_action_cls: 0.0311 loss: 0.0311 2022/08/31 14:06:03 - mmengine - INFO - Epoch(train) [20][720/1921] lr: 1.5000e-03 eta: 0:10:23 time: 0.4938 data_time: 0.0203 memory: 8517 grad_norm: 0.0976 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8996 recall@top3: 0.8087 prec@top3: 0.7273 recall@top5: 0.9527 prec@top5: 0.5364 loss_action_cls: 0.0374 loss: 0.0374 2022/08/31 14:06:14 - mmengine - INFO - Epoch(train) [20][740/1921] lr: 1.5000e-03 eta: 0:10:13 time: 0.5269 data_time: 0.0178 memory: 8671 grad_norm: 0.1003 recall@thr=0.5: 0.7389 prec@thr=0.5: 0.8278 recall@top3: 0.9056 prec@top3: 0.5667 recall@top5: 0.9667 prec@top5: 0.3667 loss_action_cls: 0.0341 loss: 0.0341 2022/08/31 14:06:24 - mmengine - INFO - Epoch(train) [20][760/1921] lr: 1.5000e-03 eta: 0:10:02 time: 0.5256 data_time: 0.0222 memory: 8585 grad_norm: 0.0944 recall@thr=0.5: 0.7688 prec@thr=0.5: 0.8226 recall@top3: 0.8414 prec@top3: 0.6882 recall@top5: 0.8871 prec@top5: 0.4387 loss_action_cls: 0.0323 loss: 0.0323 2022/08/31 14:06:34 - mmengine - INFO - Epoch(train) [20][780/1921] lr: 1.5000e-03 eta: 0:09:52 time: 0.5086 data_time: 0.0162 memory: 8500 grad_norm: 0.0976 recall@thr=0.5: 0.5911 prec@thr=0.5: 0.6786 recall@top3: 0.7109 prec@top3: 0.6250 recall@top5: 0.9323 prec@top5: 0.4750 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 14:06:45 - mmengine - INFO - Epoch(train) [20][800/1921] lr: 1.5000e-03 eta: 0:09:41 time: 0.5263 data_time: 0.0197 memory: 8534 grad_norm: 0.0953 recall@thr=0.5: 0.7034 prec@thr=0.5: 0.8358 recall@top3: 0.8186 prec@top3: 0.7353 recall@top5: 0.9436 prec@top5: 0.5235 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 14:06:55 - mmengine - INFO - Epoch(train) [20][820/1921] lr: 1.5000e-03 eta: 0:09:31 time: 0.5129 data_time: 0.0162 memory: 8508 grad_norm: 0.0968 recall@thr=0.5: 0.7386 prec@thr=0.5: 0.7500 recall@top3: 0.8322 prec@top3: 0.7045 recall@top5: 0.9523 prec@top5: 0.5000 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 14:07:05 - mmengine - INFO - Epoch(train) [20][840/1921] lr: 1.5000e-03 eta: 0:09:21 time: 0.5117 data_time: 0.0218 memory: 8568 grad_norm: 0.0937 recall@thr=0.5: 0.7563 prec@thr=0.5: 0.8083 recall@top3: 0.8354 prec@top3: 0.6583 recall@top5: 0.9667 prec@top5: 0.4650 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 14:07:16 - mmengine - INFO - Epoch(train) [20][860/1921] lr: 1.5000e-03 eta: 0:09:10 time: 0.5279 data_time: 0.0154 memory: 8491 grad_norm: 0.0951 recall@thr=0.5: 0.5089 prec@thr=0.5: 0.6429 recall@top3: 0.8095 prec@top3: 0.5714 recall@top5: 0.8899 prec@top5: 0.3857 loss_action_cls: 0.0300 loss: 0.0300 2022/08/31 14:07:27 - mmengine - INFO - Epoch(train) [20][880/1921] lr: 1.5000e-03 eta: 0:09:00 time: 0.5379 data_time: 0.0214 memory: 8594 grad_norm: 0.0993 recall@thr=0.5: 0.6628 prec@thr=0.5: 0.6868 recall@top3: 0.7229 prec@top3: 0.5116 recall@top5: 0.9360 prec@top5: 0.3953 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 14:07:37 - mmengine - INFO - Epoch(train) [20][900/1921] lr: 1.5000e-03 eta: 0:08:49 time: 0.5114 data_time: 0.0179 memory: 8517 grad_norm: 0.0984 recall@thr=0.5: 0.7328 prec@thr=0.5: 0.9020 recall@top3: 0.8162 prec@top3: 0.7059 recall@top5: 1.0000 prec@top5: 0.5294 loss_action_cls: 0.0343 loss: 0.0343 2022/08/31 14:07:48 - mmengine - INFO - Epoch(train) [20][920/1921] lr: 1.5000e-03 eta: 0:08:39 time: 0.5278 data_time: 0.0205 memory: 8517 grad_norm: 0.0977 recall@thr=0.5: 0.8683 prec@thr=0.5: 0.9194 recall@top3: 0.9435 prec@top3: 0.7957 recall@top5: 1.0000 prec@top5: 0.5226 loss_action_cls: 0.0327 loss: 0.0327 2022/08/31 14:07:58 - mmengine - INFO - Epoch(train) [20][940/1921] lr: 1.5000e-03 eta: 0:08:29 time: 0.5244 data_time: 0.0170 memory: 8552 grad_norm: 0.0963 recall@thr=0.5: 0.7124 prec@thr=0.5: 0.7581 recall@top3: 0.7903 prec@top3: 0.6237 recall@top5: 0.9194 prec@top5: 0.4581 loss_action_cls: 0.0347 loss: 0.0347 2022/08/31 14:08:08 - mmengine - INFO - Epoch(train) [20][960/1921] lr: 1.5000e-03 eta: 0:08:18 time: 0.4995 data_time: 0.0212 memory: 8517 grad_norm: 0.0946 recall@thr=0.5: 0.9022 prec@thr=0.5: 0.9409 recall@top3: 0.9204 prec@top3: 0.7634 recall@top5: 0.9839 prec@top5: 0.5097 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 14:08:18 - mmengine - INFO - Epoch(train) [20][980/1921] lr: 1.5000e-03 eta: 0:08:08 time: 0.5176 data_time: 0.0139 memory: 8534 grad_norm: 0.0981 recall@thr=0.5: 0.6373 prec@thr=0.5: 0.7157 recall@top3: 0.7868 prec@top3: 0.6176 recall@top5: 0.9412 prec@top5: 0.4529 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 14:08:28 - mmengine - INFO - Epoch(train) [20][1000/1921] lr: 1.5000e-03 eta: 0:07:58 time: 0.4888 data_time: 0.0212 memory: 8517 grad_norm: 0.0987 recall@thr=0.5: 0.7392 prec@thr=0.5: 0.7796 recall@top3: 0.8306 prec@top3: 0.6559 recall@top5: 0.9919 prec@top5: 0.4903 loss_action_cls: 0.0368 loss: 0.0368 2022/08/31 14:08:38 - mmengine - INFO - Epoch(train) [20][1020/1921] lr: 1.5000e-03 eta: 0:07:47 time: 0.5130 data_time: 0.0139 memory: 8552 grad_norm: 0.1025 recall@thr=0.5: 0.8155 prec@thr=0.5: 0.8667 recall@top3: 0.9226 prec@top3: 0.7619 recall@top5: 1.0000 prec@top5: 0.5071 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 14:08:49 - mmengine - INFO - Epoch(train) [20][1040/1921] lr: 1.5000e-03 eta: 0:07:37 time: 0.5310 data_time: 0.0214 memory: 8552 grad_norm: 0.1003 recall@thr=0.5: 0.8672 prec@thr=0.5: 0.8698 recall@top3: 0.8776 prec@top3: 0.7396 recall@top5: 0.9505 prec@top5: 0.4937 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 14:08:59 - mmengine - INFO - Epoch(train) [20][1060/1921] lr: 1.5000e-03 eta: 0:07:26 time: 0.5036 data_time: 0.0166 memory: 8577 grad_norm: 0.0965 recall@thr=0.5: 0.7352 prec@thr=0.5: 0.8738 recall@top3: 0.8195 prec@top3: 0.7143 recall@top5: 0.9348 prec@top5: 0.5029 loss_action_cls: 0.0316 loss: 0.0316 2022/08/31 14:09:10 - mmengine - INFO - Epoch(train) [20][1080/1921] lr: 1.5000e-03 eta: 0:07:16 time: 0.5508 data_time: 0.0240 memory: 8534 grad_norm: 0.0965 recall@thr=0.5: 0.7417 prec@thr=0.5: 0.8148 recall@top3: 0.8806 prec@top3: 0.6852 recall@top5: 0.9472 prec@top5: 0.4556 loss_action_cls: 0.0332 loss: 0.0332 2022/08/31 14:09:21 - mmengine - INFO - Epoch(train) [20][1100/1921] lr: 1.5000e-03 eta: 0:07:06 time: 0.5228 data_time: 0.0189 memory: 8517 grad_norm: 0.0999 recall@thr=0.5: 0.8919 prec@thr=0.5: 0.8932 recall@top3: 0.8919 prec@top3: 0.8288 recall@top5: 0.9797 prec@top5: 0.5622 loss_action_cls: 0.0320 loss: 0.0320 2022/08/31 14:09:31 - mmengine - INFO - Epoch(train) [20][1120/1921] lr: 1.5000e-03 eta: 0:06:55 time: 0.5236 data_time: 0.0214 memory: 8500 grad_norm: 0.1005 recall@thr=0.5: 0.8102 prec@thr=0.5: 0.8634 recall@top3: 0.8681 prec@top3: 0.6759 recall@top5: 0.9583 prec@top5: 0.4556 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 14:09:41 - mmengine - INFO - Epoch(train) [20][1140/1921] lr: 1.5000e-03 eta: 0:06:45 time: 0.5006 data_time: 0.0163 memory: 8534 grad_norm: 0.1030 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.7827 recall@top3: 0.8571 prec@top3: 0.6786 recall@top5: 0.9405 prec@top5: 0.4571 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 14:09:52 - mmengine - INFO - Epoch(train) [20][1160/1921] lr: 1.5000e-03 eta: 0:06:35 time: 0.5425 data_time: 0.0233 memory: 8602 grad_norm: 0.0988 recall@thr=0.5: 0.7525 prec@thr=0.5: 0.6970 recall@top3: 0.8081 prec@top3: 0.6465 recall@top5: 0.8535 prec@top5: 0.4182 loss_action_cls: 0.0305 loss: 0.0305 2022/08/31 14:10:03 - mmengine - INFO - Epoch(train) [20][1180/1921] lr: 1.5000e-03 eta: 0:06:24 time: 0.5555 data_time: 0.0192 memory: 8534 grad_norm: 0.0958 recall@thr=0.5: 0.7680 prec@thr=0.5: 0.7748 recall@top3: 0.7950 prec@top3: 0.6216 recall@top5: 0.9617 prec@top5: 0.4703 loss_action_cls: 0.0315 loss: 0.0315 2022/08/31 14:10:13 - mmengine - INFO - Epoch(train) [20][1200/1921] lr: 1.5000e-03 eta: 0:06:14 time: 0.4947 data_time: 0.0244 memory: 8594 grad_norm: 0.0967 recall@thr=0.5: 0.7021 prec@thr=0.5: 0.8146 recall@top3: 0.7549 prec@top3: 0.6250 recall@top5: 0.8583 prec@top5: 0.4500 loss_action_cls: 0.0324 loss: 0.0324 2022/08/31 14:10:23 - mmengine - INFO - Epoch(train) [20][1220/1921] lr: 1.5000e-03 eta: 0:06:03 time: 0.5202 data_time: 0.0148 memory: 8500 grad_norm: 0.0953 recall@thr=0.5: 0.8405 prec@thr=0.5: 0.8429 recall@top3: 0.9381 prec@top3: 0.6190 recall@top5: 0.9738 prec@top5: 0.3943 loss_action_cls: 0.0333 loss: 0.0333 2022/08/31 14:10:34 - mmengine - INFO - Epoch(train) [20][1240/1921] lr: 1.5000e-03 eta: 0:05:53 time: 0.5093 data_time: 0.0202 memory: 8577 grad_norm: 0.0961 recall@thr=0.5: 0.8059 prec@thr=0.5: 0.8963 recall@top3: 0.8341 prec@top3: 0.8519 recall@top5: 0.9926 prec@top5: 0.6267 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 14:10:44 - mmengine - INFO - Epoch(train) [20][1260/1921] lr: 1.5000e-03 eta: 0:05:43 time: 0.5255 data_time: 0.0175 memory: 8500 grad_norm: 0.1024 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8229 recall@top3: 0.9010 prec@top3: 0.6250 recall@top5: 0.9792 prec@top5: 0.4187 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 14:10:55 - mmengine - INFO - Epoch(train) [20][1280/1921] lr: 1.5000e-03 eta: 0:05:32 time: 0.5226 data_time: 0.0188 memory: 8517 grad_norm: 0.0973 recall@thr=0.5: 0.8297 prec@thr=0.5: 0.8605 recall@top3: 0.9076 prec@top3: 0.7246 recall@top5: 0.9638 prec@top5: 0.4739 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 14:11:05 - mmengine - INFO - Epoch(train) [20][1300/1921] lr: 1.5000e-03 eta: 0:05:22 time: 0.5332 data_time: 0.0188 memory: 8552 grad_norm: 0.0968 recall@thr=0.5: 0.7879 prec@thr=0.5: 0.8384 recall@top3: 0.9545 prec@top3: 0.7980 recall@top5: 1.0000 prec@top5: 0.5030 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 14:11:15 - mmengine - INFO - Epoch(train) [20][1320/1921] lr: 1.5000e-03 eta: 0:05:11 time: 0.5034 data_time: 0.0165 memory: 8465 grad_norm: 0.0975 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.8258 recall@top3: 0.8460 prec@top3: 0.5556 recall@top5: 0.9015 prec@top5: 0.3576 loss_action_cls: 0.0345 loss: 0.0345 2022/08/31 14:11:26 - mmengine - INFO - Epoch(train) [20][1340/1921] lr: 1.5000e-03 eta: 0:05:01 time: 0.5179 data_time: 0.0207 memory: 8534 grad_norm: 0.0938 recall@thr=0.5: 0.6373 prec@thr=0.5: 0.7868 recall@top3: 0.8333 prec@top3: 0.6471 recall@top5: 0.9265 prec@top5: 0.4353 loss_action_cls: 0.0297 loss: 0.0297 2022/08/31 14:11:36 - mmengine - INFO - Epoch(train) [20][1360/1921] lr: 1.5000e-03 eta: 0:04:51 time: 0.5022 data_time: 0.0181 memory: 8645 grad_norm: 0.0986 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7722 recall@top3: 0.7500 prec@top3: 0.6111 recall@top5: 0.9222 prec@top5: 0.4600 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 14:11:46 - mmengine - INFO - Epoch(train) [20][1380/1921] lr: 1.5000e-03 eta: 0:04:40 time: 0.5330 data_time: 0.0197 memory: 8756 grad_norm: 0.0962 recall@thr=0.5: 0.5880 prec@thr=0.5: 0.7733 recall@top3: 0.7480 prec@top3: 0.5600 recall@top5: 0.8787 prec@top5: 0.4080 loss_action_cls: 0.0334 loss: 0.0334 2022/08/31 14:11:56 - mmengine - INFO - Epoch(train) [20][1400/1921] lr: 1.5000e-03 eta: 0:04:30 time: 0.5017 data_time: 0.0174 memory: 8559 grad_norm: 0.0940 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.8046 recall@top3: 0.8563 prec@top3: 0.6782 recall@top5: 0.9713 prec@top5: 0.4621 loss_action_cls: 0.0318 loss: 0.0318 2022/08/31 14:12:07 - mmengine - INFO - Epoch(train) [20][1420/1921] lr: 1.5000e-03 eta: 0:04:20 time: 0.5161 data_time: 0.0187 memory: 8585 grad_norm: 0.1011 recall@thr=0.5: 0.7698 prec@thr=0.5: 0.8646 recall@top3: 0.8547 prec@top3: 0.7812 recall@top5: 0.9677 prec@top5: 0.5437 loss_action_cls: 0.0351 loss: 0.0351 2022/08/31 14:12:17 - mmengine - INFO - Epoch(train) [20][1440/1921] lr: 1.5000e-03 eta: 0:04:09 time: 0.5097 data_time: 0.0176 memory: 8526 grad_norm: 0.0927 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.8361 recall@top3: 0.8750 prec@top3: 0.7889 recall@top5: 0.9806 prec@top5: 0.5467 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 14:12:27 - mmengine - INFO - Epoch(train) [20][1460/1921] lr: 1.5000e-03 eta: 0:03:59 time: 0.5282 data_time: 0.0214 memory: 8714 grad_norm: 0.0984 recall@thr=0.5: 0.8794 prec@thr=0.5: 0.8816 recall@top3: 0.9035 prec@top3: 0.7281 recall@top5: 0.9803 prec@top5: 0.4842 loss_action_cls: 0.0328 loss: 0.0328 2022/08/31 14:12:38 - mmengine - INFO - Epoch(train) [20][1480/1921] lr: 1.5000e-03 eta: 0:03:48 time: 0.5047 data_time: 0.0198 memory: 8552 grad_norm: 0.1007 recall@thr=0.5: 0.7981 prec@thr=0.5: 0.8173 recall@top3: 0.8974 prec@top3: 0.6538 recall@top5: 0.9615 prec@top5: 0.4385 loss_action_cls: 0.0292 loss: 0.0292 2022/08/31 14:12:49 - mmengine - INFO - Epoch(train) [20][1500/1921] lr: 1.5000e-03 eta: 0:03:38 time: 0.5571 data_time: 0.0219 memory: 8542 grad_norm: 0.0996 recall@thr=0.5: 0.6982 prec@thr=0.5: 0.8571 recall@top3: 0.7958 prec@top3: 0.7024 recall@top5: 0.9673 prec@top5: 0.5357 loss_action_cls: 0.0331 loss: 0.0331 2022/08/31 14:12:49 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 14:13:00 - mmengine - INFO - Epoch(train) [20][1520/1921] lr: 1.5000e-03 eta: 0:03:28 time: 0.5627 data_time: 0.0156 memory: 8517 grad_norm: 0.0990 recall@thr=0.5: 0.6734 prec@thr=0.5: 0.7347 recall@top3: 0.7207 prec@top3: 0.5946 recall@top5: 0.9279 prec@top5: 0.4595 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 14:13:11 - mmengine - INFO - Epoch(train) [20][1540/1921] lr: 1.5000e-03 eta: 0:03:17 time: 0.5540 data_time: 0.0215 memory: 8552 grad_norm: 0.1018 recall@thr=0.5: 0.7823 prec@thr=0.5: 0.8226 recall@top3: 0.8602 prec@top3: 0.6989 recall@top5: 0.9839 prec@top5: 0.4903 loss_action_cls: 0.0293 loss: 0.0293 2022/08/31 14:13:21 - mmengine - INFO - Epoch(train) [20][1560/1921] lr: 1.5000e-03 eta: 0:03:07 time: 0.5021 data_time: 0.0183 memory: 8689 grad_norm: 0.1010 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8796 recall@top3: 0.8287 prec@top3: 0.6574 recall@top5: 0.9468 prec@top5: 0.4611 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 14:13:32 - mmengine - INFO - Epoch(train) [20][1580/1921] lr: 1.5000e-03 eta: 0:02:57 time: 0.5357 data_time: 0.0233 memory: 8534 grad_norm: 0.1019 recall@thr=0.5: 0.6979 prec@thr=0.5: 0.6552 recall@top3: 0.8724 prec@top3: 0.5833 recall@top5: 0.9479 prec@top5: 0.4000 loss_action_cls: 0.0306 loss: 0.0306 2022/08/31 14:13:42 - mmengine - INFO - Epoch(train) [20][1600/1921] lr: 1.5000e-03 eta: 0:02:46 time: 0.5020 data_time: 0.0160 memory: 8526 grad_norm: 0.0950 recall@thr=0.5: 0.7062 prec@thr=0.5: 0.8705 recall@top3: 0.8005 prec@top3: 0.6571 recall@top5: 0.8990 prec@top5: 0.4686 loss_action_cls: 0.0319 loss: 0.0319 2022/08/31 14:13:52 - mmengine - INFO - Epoch(train) [20][1620/1921] lr: 1.5000e-03 eta: 0:02:36 time: 0.5101 data_time: 0.0242 memory: 8542 grad_norm: 0.0977 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8200 recall@top3: 0.8267 prec@top3: 0.6400 recall@top5: 0.9067 prec@top5: 0.4240 loss_action_cls: 0.0301 loss: 0.0301 2022/08/31 14:14:03 - mmengine - INFO - Epoch(train) [20][1640/1921] lr: 1.5000e-03 eta: 0:02:25 time: 0.5246 data_time: 0.0157 memory: 8654 grad_norm: 0.0989 recall@thr=0.5: 0.6633 prec@thr=0.5: 0.8506 recall@top3: 0.8067 prec@top3: 0.7000 recall@top5: 0.9161 prec@top5: 0.4933 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 14:14:13 - mmengine - INFO - Epoch(train) [20][1660/1921] lr: 1.5000e-03 eta: 0:02:15 time: 0.4973 data_time: 0.0187 memory: 8534 grad_norm: 0.0958 recall@thr=0.5: 0.6898 prec@thr=0.5: 0.7546 recall@top3: 0.8657 prec@top3: 0.6481 recall@top5: 0.9398 prec@top5: 0.4278 loss_action_cls: 0.0330 loss: 0.0330 2022/08/31 14:14:23 - mmengine - INFO - Epoch(train) [20][1680/1921] lr: 1.5000e-03 eta: 0:02:05 time: 0.5206 data_time: 0.0129 memory: 8602 grad_norm: 0.0984 recall@thr=0.5: 0.5533 prec@thr=0.5: 0.5833 recall@top3: 0.6933 prec@top3: 0.4800 recall@top5: 0.7733 prec@top5: 0.3280 loss_action_cls: 0.0352 loss: 0.0352 2022/08/31 14:14:34 - mmengine - INFO - Epoch(train) [20][1700/1921] lr: 1.5000e-03 eta: 0:01:54 time: 0.5323 data_time: 0.0193 memory: 8508 grad_norm: 0.0974 recall@thr=0.5: 0.7990 prec@thr=0.5: 0.9167 recall@top3: 0.8971 prec@top3: 0.7451 recall@top5: 0.9706 prec@top5: 0.4882 loss_action_cls: 0.0339 loss: 0.0339 2022/08/31 14:14:44 - mmengine - INFO - Epoch(train) [20][1720/1921] lr: 1.5000e-03 eta: 0:01:44 time: 0.5282 data_time: 0.0160 memory: 8594 grad_norm: 0.0957 recall@thr=0.5: 0.8176 prec@thr=0.5: 0.8536 recall@top3: 0.8964 prec@top3: 0.7477 recall@top5: 0.9865 prec@top5: 0.5081 loss_action_cls: 0.0301 loss: 0.0301 2022/08/31 14:14:54 - mmengine - INFO - Epoch(train) [20][1740/1921] lr: 1.5000e-03 eta: 0:01:33 time: 0.5128 data_time: 0.0189 memory: 8542 grad_norm: 0.0961 recall@thr=0.5: 0.7670 prec@thr=0.5: 0.7765 recall@top3: 0.8371 prec@top3: 0.5682 recall@top5: 0.8769 prec@top5: 0.3591 loss_action_cls: 0.0361 loss: 0.0361 2022/08/31 14:15:05 - mmengine - INFO - Epoch(train) [20][1760/1921] lr: 1.5000e-03 eta: 0:01:23 time: 0.5236 data_time: 0.0143 memory: 8612 grad_norm: 0.0945 recall@thr=0.5: 0.7125 prec@thr=0.5: 0.8958 recall@top3: 0.8219 prec@top3: 0.7812 recall@top5: 0.9354 prec@top5: 0.5562 loss_action_cls: 0.0296 loss: 0.0296 2022/08/31 14:15:15 - mmengine - INFO - Epoch(train) [20][1780/1921] lr: 1.5000e-03 eta: 0:01:13 time: 0.4963 data_time: 0.0192 memory: 8491 grad_norm: 0.0954 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.7016 recall@top3: 0.7720 prec@top3: 0.5591 recall@top5: 0.9328 prec@top5: 0.4258 loss_action_cls: 0.0314 loss: 0.0314 2022/08/31 14:15:25 - mmengine - INFO - Epoch(train) [20][1800/1921] lr: 1.5000e-03 eta: 0:01:02 time: 0.5137 data_time: 0.0124 memory: 8671 grad_norm: 0.1041 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.7560 recall@top3: 0.7679 prec@top3: 0.5714 recall@top5: 0.8929 prec@top5: 0.4071 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 14:15:35 - mmengine - INFO - Epoch(train) [20][1820/1921] lr: 1.5000e-03 eta: 0:00:52 time: 0.5067 data_time: 0.0208 memory: 8594 grad_norm: 0.1039 recall@thr=0.5: 0.7756 prec@thr=0.5: 0.8175 recall@top3: 0.8462 prec@top3: 0.7436 recall@top5: 0.9573 prec@top5: 0.5231 loss_action_cls: 0.0338 loss: 0.0338 2022/08/31 14:15:46 - mmengine - INFO - Epoch(train) [20][1840/1921] lr: 1.5000e-03 eta: 0:00:42 time: 0.5178 data_time: 0.0167 memory: 8534 grad_norm: 0.0993 recall@thr=0.5: 0.7950 prec@thr=0.5: 0.8176 recall@top3: 0.8716 prec@top3: 0.7297 recall@top5: 0.9369 prec@top5: 0.4865 loss_action_cls: 0.0313 loss: 0.0313 2022/08/31 14:15:56 - mmengine - INFO - Epoch(train) [20][1860/1921] lr: 1.5000e-03 eta: 0:00:31 time: 0.5000 data_time: 0.0254 memory: 8568 grad_norm: 0.0964 recall@thr=0.5: 0.7535 prec@thr=0.5: 0.7991 recall@top3: 0.8360 prec@top3: 0.7018 recall@top5: 0.9531 prec@top5: 0.5105 loss_action_cls: 0.0325 loss: 0.0325 2022/08/31 14:16:06 - mmengine - INFO - Epoch(train) [20][1880/1921] lr: 1.5000e-03 eta: 0:00:21 time: 0.5276 data_time: 0.0135 memory: 8491 grad_norm: 0.0940 recall@thr=0.5: 0.6510 prec@thr=0.5: 0.7980 recall@top3: 0.7404 prec@top3: 0.5152 recall@top5: 0.9788 prec@top5: 0.4121 loss_action_cls: 0.0336 loss: 0.0336 2022/08/31 14:16:16 - mmengine - INFO - Epoch(train) [20][1900/1921] lr: 1.5000e-03 eta: 0:00:10 time: 0.4909 data_time: 0.0215 memory: 8534 grad_norm: 0.0989 recall@thr=0.5: 0.5697 prec@thr=0.5: 0.7919 recall@top3: 0.6571 prec@top3: 0.6768 recall@top5: 0.8990 prec@top5: 0.5636 loss_action_cls: 0.0321 loss: 0.0321 2022/08/31 14:16:26 - mmengine - INFO - Epoch(train) [20][1920/1921] lr: 1.5000e-03 eta: 0:00:00 time: 0.5243 data_time: 0.0122 memory: 8526 grad_norm: 0.0964 recall@thr=0.5: 0.6611 prec@thr=0.5: 0.7633 recall@top3: 0.7556 prec@top3: 0.5889 recall@top5: 0.9000 prec@top5: 0.4400 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 14:16:27 - mmengine - INFO - Exp name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20220831_052452 2022/08/31 14:16:27 - mmengine - INFO - Epoch(train) [20][1921/1921] lr: 1.5000e-03 eta: 0:00:00 time: 0.5210 data_time: 0.0167 memory: 6311 grad_norm: 0.0981 recall@thr=0.5: 0.7645 prec@thr=0.5: 0.8406 recall@top3: 0.7899 prec@top3: 0.7101 recall@top5: 0.9601 prec@top5: 0.5217 loss_action_cls: 0.0317 loss: 0.0317 2022/08/31 14:16:27 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/08/31 14:16:34 - mmengine - INFO - Epoch(val) [20][20/6282] eta: 0:04:34 time: 0.0439 data_time: 0.0044 memory: 2274 2022/08/31 14:16:35 - mmengine - INFO - Epoch(val) [20][40/6282] eta: 0:04:39 time: 0.0448 data_time: 0.0026 memory: 2274 2022/08/31 14:16:36 - mmengine - INFO - Epoch(val) [20][60/6282] eta: 0:04:06 time: 0.0397 data_time: 0.0020 memory: 2274 2022/08/31 14:16:36 - mmengine - INFO - Epoch(val) [20][80/6282] eta: 0:04:29 time: 0.0435 data_time: 0.0029 memory: 2274 2022/08/31 14:16:37 - mmengine - INFO - Epoch(val) [20][100/6282] eta: 0:04:18 time: 0.0419 data_time: 0.0026 memory: 2274 2022/08/31 14:16:38 - mmengine - INFO - Epoch(val) [20][120/6282] eta: 0:05:06 time: 0.0498 data_time: 0.0027 memory: 2308 2022/08/31 14:16:39 - mmengine - INFO - Epoch(val) [20][140/6282] eta: 0:04:24 time: 0.0431 data_time: 0.0016 memory: 2308 2022/08/31 14:16:40 - mmengine - INFO - Epoch(val) [20][160/6282] eta: 0:04:35 time: 0.0450 data_time: 0.0026 memory: 2308 2022/08/31 14:16:41 - mmengine - INFO - Epoch(val) [20][180/6282] eta: 0:04:20 time: 0.0427 data_time: 0.0026 memory: 2308 2022/08/31 14:16:42 - mmengine - INFO - Epoch(val) [20][200/6282] eta: 0:04:20 time: 0.0428 data_time: 0.0033 memory: 2308 2022/08/31 14:16:43 - mmengine - INFO - Epoch(val) [20][220/6282] eta: 0:04:13 time: 0.0417 data_time: 0.0027 memory: 2279 2022/08/31 14:16:43 - mmengine - INFO - Epoch(val) [20][240/6282] eta: 0:04:06 time: 0.0407 data_time: 0.0022 memory: 2279 2022/08/31 14:16:44 - mmengine - INFO - Epoch(val) [20][260/6282] eta: 0:03:34 time: 0.0356 data_time: 0.0018 memory: 2279 2022/08/31 14:16:45 - mmengine - INFO - Epoch(val) [20][280/6282] eta: 0:04:14 time: 0.0424 data_time: 0.0024 memory: 2279 2022/08/31 14:16:46 - mmengine - INFO - Epoch(val) [20][300/6282] eta: 0:04:19 time: 0.0434 data_time: 0.0026 memory: 2308 2022/08/31 14:16:47 - mmengine - INFO - Epoch(val) [20][320/6282] eta: 0:05:35 time: 0.0562 data_time: 0.0027 memory: 2308 2022/08/31 14:16:48 - mmengine - INFO - Epoch(val) [20][340/6282] eta: 0:04:41 time: 0.0474 data_time: 0.0021 memory: 2308 2022/08/31 14:16:49 - mmengine - INFO - Epoch(val) [20][360/6282] eta: 0:05:22 time: 0.0545 data_time: 0.0027 memory: 2308 2022/08/31 14:16:51 - mmengine - INFO - Epoch(val) [20][380/6282] eta: 0:07:55 time: 0.0806 data_time: 0.0022 memory: 2308 2022/08/31 14:16:52 - mmengine - INFO - Epoch(val) [20][400/6282] eta: 0:04:29 time: 0.0458 data_time: 0.0030 memory: 2308 2022/08/31 14:16:53 - mmengine - INFO - Epoch(val) [20][420/6282] eta: 0:04:13 time: 0.0433 data_time: 0.0022 memory: 2281 2022/08/31 14:16:53 - mmengine - INFO - Epoch(val) [20][440/6282] eta: 0:03:42 time: 0.0381 data_time: 0.0018 memory: 2281 2022/08/31 14:16:54 - mmengine - INFO - Epoch(val) [20][460/6282] eta: 0:04:01 time: 0.0415 data_time: 0.0022 memory: 2281 2022/08/31 14:16:55 - mmengine - INFO - Epoch(val) [20][480/6282] eta: 0:04:11 time: 0.0434 data_time: 0.0041 memory: 2281 2022/08/31 14:16:56 - mmengine - INFO - Epoch(val) [20][500/6282] eta: 0:04:23 time: 0.0455 data_time: 0.0029 memory: 2281 2022/08/31 14:16:57 - mmengine - INFO - Epoch(val) [20][520/6282] eta: 0:04:31 time: 0.0470 data_time: 0.0028 memory: 2279 2022/08/31 14:16:58 - mmengine - INFO - Epoch(val) [20][540/6282] eta: 0:04:35 time: 0.0480 data_time: 0.0025 memory: 2279 2022/08/31 14:16:59 - mmengine - INFO - Epoch(val) [20][560/6282] eta: 0:04:34 time: 0.0480 data_time: 0.0042 memory: 2279 2022/08/31 14:17:00 - mmengine - INFO - Epoch(val) [20][580/6282] eta: 0:04:15 time: 0.0449 data_time: 0.0031 memory: 2279 2022/08/31 14:17:01 - mmengine - INFO - Epoch(val) [20][600/6282] eta: 0:04:08 time: 0.0437 data_time: 0.0035 memory: 2279 2022/08/31 14:17:02 - mmengine - INFO - Epoch(val) [20][620/6282] eta: 0:03:50 time: 0.0407 data_time: 0.0024 memory: 2279 2022/08/31 14:17:02 - mmengine - INFO - Epoch(val) [20][640/6282] eta: 0:04:21 time: 0.0464 data_time: 0.0027 memory: 2277 2022/08/31 14:17:03 - mmengine - INFO - Epoch(val) [20][660/6282] eta: 0:03:55 time: 0.0419 data_time: 0.0030 memory: 2277 2022/08/31 14:17:04 - mmengine - INFO - Epoch(val) [20][680/6282] eta: 0:04:43 time: 0.0506 data_time: 0.0030 memory: 2277 2022/08/31 14:17:05 - mmengine - INFO - Epoch(val) [20][700/6282] eta: 0:04:12 time: 0.0452 data_time: 0.0022 memory: 2277 2022/08/31 14:17:06 - mmengine - INFO - Epoch(val) [20][720/6282] eta: 0:05:13 time: 0.0563 data_time: 0.0016 memory: 2319 2022/08/31 14:17:07 - mmengine - INFO - Epoch(val) [20][740/6282] eta: 0:04:53 time: 0.0530 data_time: 0.0021 memory: 2308 2022/08/31 14:17:08 - mmengine - INFO - Epoch(val) [20][760/6282] eta: 0:04:23 time: 0.0477 data_time: 0.0020 memory: 2308 2022/08/31 14:17:09 - mmengine - INFO - Epoch(val) [20][780/6282] eta: 0:04:15 time: 0.0464 data_time: 0.0023 memory: 2308 2022/08/31 14:17:11 - mmengine - INFO - Epoch(val) [20][800/6282] eta: 0:06:22 time: 0.0698 data_time: 0.0026 memory: 2308 2022/08/31 14:17:12 - mmengine - INFO - Epoch(val) [20][820/6282] eta: 0:04:10 time: 0.0459 data_time: 0.0030 memory: 2308 2022/08/31 14:17:13 - mmengine - INFO - Epoch(val) [20][840/6282] eta: 0:04:18 time: 0.0474 data_time: 0.0022 memory: 2279 2022/08/31 14:17:14 - mmengine - INFO - Epoch(val) [20][860/6282] eta: 0:04:50 time: 0.0536 data_time: 0.0034 memory: 2279 2022/08/31 14:17:15 - mmengine - INFO - Epoch(val) [20][880/6282] eta: 0:04:39 time: 0.0517 data_time: 0.0020 memory: 2279 2022/08/31 14:17:16 - mmengine - INFO - Epoch(val) [20][900/6282] eta: 0:04:11 time: 0.0468 data_time: 0.0022 memory: 2279 2022/08/31 14:17:17 - mmengine - INFO - Epoch(val) [20][920/6282] eta: 0:04:10 time: 0.0467 data_time: 0.0022 memory: 2279 2022/08/31 14:17:17 - mmengine - INFO - Epoch(val) [20][940/6282] eta: 0:03:22 time: 0.0379 data_time: 0.0021 memory: 2274 2022/08/31 14:17:18 - mmengine - INFO - Epoch(val) [20][960/6282] eta: 0:03:45 time: 0.0425 data_time: 0.0028 memory: 2274 2022/08/31 14:17:19 - mmengine - INFO - Epoch(val) [20][980/6282] eta: 0:03:45 time: 0.0425 data_time: 0.0031 memory: 2274 2022/08/31 14:17:20 - mmengine - INFO - Epoch(val) [20][1000/6282] eta: 0:04:04 time: 0.0464 data_time: 0.0046 memory: 2274 2022/08/31 14:17:21 - mmengine - INFO - Epoch(val) [20][1020/6282] eta: 0:04:22 time: 0.0498 data_time: 0.0031 memory: 2279 2022/08/31 14:17:22 - mmengine - INFO - Epoch(val) [20][1040/6282] eta: 0:03:31 time: 0.0403 data_time: 0.0026 memory: 2279 2022/08/31 14:17:23 - mmengine - INFO - Epoch(val) [20][1060/6282] eta: 0:03:56 time: 0.0453 data_time: 0.0036 memory: 2279 2022/08/31 14:17:24 - mmengine - INFO - Epoch(val) [20][1080/6282] eta: 0:03:59 time: 0.0461 data_time: 0.0026 memory: 2279 2022/08/31 14:17:25 - mmengine - INFO - Epoch(val) [20][1100/6282] eta: 0:03:49 time: 0.0443 data_time: 0.0032 memory: 2279 2022/08/31 14:17:26 - mmengine - INFO - Epoch(val) [20][1120/6282] eta: 0:04:20 time: 0.0505 data_time: 0.0030 memory: 2279 2022/08/31 14:17:27 - mmengine - INFO - Epoch(val) [20][1140/6282] eta: 0:03:52 time: 0.0452 data_time: 0.0023 memory: 2279 2022/08/31 14:17:28 - mmengine - INFO - Epoch(val) [20][1160/6282] eta: 0:04:13 time: 0.0494 data_time: 0.0027 memory: 2279 2022/08/31 14:17:29 - mmengine - INFO - Epoch(val) [20][1180/6282] eta: 0:03:58 time: 0.0468 data_time: 0.0025 memory: 2279 2022/08/31 14:17:30 - mmengine - INFO - Epoch(val) [20][1200/6282] eta: 0:04:10 time: 0.0493 data_time: 0.0024 memory: 2279 2022/08/31 14:17:31 - mmengine - INFO - Epoch(val) [20][1220/6282] eta: 0:06:23 time: 0.0757 data_time: 0.0027 memory: 2279 2022/08/31 14:17:32 - mmengine - INFO - Epoch(val) [20][1240/6282] eta: 0:04:07 time: 0.0491 data_time: 0.0027 memory: 2308 2022/08/31 14:17:33 - mmengine - INFO - Epoch(val) [20][1260/6282] eta: 0:04:12 time: 0.0503 data_time: 0.0032 memory: 2308 2022/08/31 14:17:34 - mmengine - INFO - Epoch(val) [20][1280/6282] eta: 0:03:55 time: 0.0471 data_time: 0.0028 memory: 2308 2022/08/31 14:17:35 - mmengine - INFO - Epoch(val) [20][1300/6282] eta: 0:03:38 time: 0.0438 data_time: 0.0021 memory: 2308 2022/08/31 14:17:36 - mmengine - INFO - Epoch(val) [20][1320/6282] eta: 0:03:42 time: 0.0449 data_time: 0.0018 memory: 2308 2022/08/31 14:17:37 - mmengine - INFO - Epoch(val) [20][1340/6282] eta: 0:03:07 time: 0.0379 data_time: 0.0024 memory: 2308 2022/08/31 14:17:38 - mmengine - INFO - Epoch(val) [20][1360/6282] eta: 0:03:35 time: 0.0439 data_time: 0.0025 memory: 2308 2022/08/31 14:17:38 - mmengine - INFO - Epoch(val) [20][1380/6282] eta: 0:03:13 time: 0.0394 data_time: 0.0019 memory: 2308 2022/08/31 14:17:39 - mmengine - INFO - Epoch(val) [20][1400/6282] eta: 0:03:22 time: 0.0416 data_time: 0.0029 memory: 2308 2022/08/31 14:17:40 - mmengine - INFO - Epoch(val) [20][1420/6282] eta: 0:03:05 time: 0.0381 data_time: 0.0021 memory: 2308 2022/08/31 14:17:41 - mmengine - INFO - Epoch(val) [20][1440/6282] eta: 0:03:50 time: 0.0476 data_time: 0.0024 memory: 2308 2022/08/31 14:17:42 - mmengine - INFO - Epoch(val) [20][1460/6282] eta: 0:03:52 time: 0.0481 data_time: 0.0020 memory: 2308 2022/08/31 14:17:43 - mmengine - INFO - Epoch(val) [20][1480/6282] eta: 0:03:36 time: 0.0450 data_time: 0.0023 memory: 2308 2022/08/31 14:17:44 - mmengine - INFO - Epoch(val) [20][1500/6282] eta: 0:03:44 time: 0.0470 data_time: 0.0023 memory: 2308 2022/08/31 14:17:45 - mmengine - INFO - Epoch(val) [20][1520/6282] eta: 0:03:37 time: 0.0456 data_time: 0.0016 memory: 2352 2022/08/31 14:17:46 - mmengine - INFO - Epoch(val) [20][1540/6282] eta: 0:04:19 time: 0.0548 data_time: 0.0023 memory: 2352 2022/08/31 14:17:47 - mmengine - INFO - Epoch(val) [20][1560/6282] eta: 0:03:40 time: 0.0466 data_time: 0.0025 memory: 2352 2022/08/31 14:17:48 - mmengine - INFO - Epoch(val) [20][1580/6282] eta: 0:03:21 time: 0.0429 data_time: 0.0022 memory: 2352 2022/08/31 14:17:48 - mmengine - INFO - Epoch(val) [20][1600/6282] eta: 0:03:28 time: 0.0445 data_time: 0.0026 memory: 2352 2022/08/31 14:17:49 - mmengine - INFO - Epoch(val) [20][1620/6282] eta: 0:03:41 time: 0.0476 data_time: 0.0025 memory: 2352 2022/08/31 14:17:51 - mmengine - INFO - Epoch(val) [20][1640/6282] eta: 0:06:03 time: 0.0783 data_time: 0.0023 memory: 2308 2022/08/31 14:17:52 - mmengine - INFO - Epoch(val) [20][1660/6282] eta: 0:03:34 time: 0.0464 data_time: 0.0019 memory: 2308 2022/08/31 14:17:53 - mmengine - INFO - Epoch(val) [20][1680/6282] eta: 0:03:10 time: 0.0414 data_time: 0.0020 memory: 2308 2022/08/31 14:17:54 - mmengine - INFO - Epoch(val) [20][1700/6282] eta: 0:03:56 time: 0.0515 data_time: 0.0021 memory: 2308 2022/08/31 14:17:55 - mmengine - INFO - Epoch(val) [20][1720/6282] eta: 0:04:55 time: 0.0648 data_time: 0.0028 memory: 2311 2022/08/31 14:17:56 - mmengine - INFO - Epoch(val) [20][1740/6282] eta: 0:03:53 time: 0.0515 data_time: 0.0039 memory: 2308 2022/08/31 14:17:57 - mmengine - INFO - Epoch(val) [20][1760/6282] eta: 0:03:43 time: 0.0495 data_time: 0.0032 memory: 2308 2022/08/31 14:17:58 - mmengine - INFO - Epoch(val) [20][1780/6282] eta: 0:03:47 time: 0.0506 data_time: 0.0018 memory: 2308 2022/08/31 14:17:59 - mmengine - INFO - Epoch(val) [20][1800/6282] eta: 0:03:46 time: 0.0506 data_time: 0.0027 memory: 2308 2022/08/31 14:18:00 - mmengine - INFO - Epoch(val) [20][1820/6282] eta: 0:04:29 time: 0.0604 data_time: 0.0027 memory: 2308 2022/08/31 14:18:02 - mmengine - INFO - Epoch(val) [20][1840/6282] eta: 0:03:48 time: 0.0515 data_time: 0.0031 memory: 2308 2022/08/31 14:18:02 - mmengine - INFO - Epoch(val) [20][1860/6282] eta: 0:03:14 time: 0.0441 data_time: 0.0023 memory: 2308 2022/08/31 14:18:03 - mmengine - INFO - Epoch(val) [20][1880/6282] eta: 0:03:36 time: 0.0491 data_time: 0.0023 memory: 2308 2022/08/31 14:18:04 - mmengine - INFO - Epoch(val) [20][1900/6282] eta: 0:03:10 time: 0.0434 data_time: 0.0024 memory: 2308 2022/08/31 14:18:05 - mmengine - INFO - Epoch(val) [20][1920/6282] eta: 0:03:50 time: 0.0528 data_time: 0.0029 memory: 2308 2022/08/31 14:18:06 - mmengine - INFO - Epoch(val) [20][1940/6282] eta: 0:02:56 time: 0.0406 data_time: 0.0026 memory: 2308 2022/08/31 14:18:07 - mmengine - INFO - Epoch(val) [20][1960/6282] eta: 0:03:01 time: 0.0421 data_time: 0.0026 memory: 2281 2022/08/31 14:18:08 - mmengine - INFO - Epoch(val) [20][1980/6282] eta: 0:02:49 time: 0.0394 data_time: 0.0026 memory: 2281 2022/08/31 14:18:09 - mmengine - INFO - Epoch(val) [20][2000/6282] eta: 0:02:56 time: 0.0412 data_time: 0.0022 memory: 2281 2022/08/31 14:18:09 - mmengine - INFO - Epoch(val) [20][2020/6282] eta: 0:02:51 time: 0.0402 data_time: 0.0028 memory: 2281 2022/08/31 14:18:11 - mmengine - INFO - Epoch(val) [20][2040/6282] eta: 0:04:31 time: 0.0639 data_time: 0.0022 memory: 2281 2022/08/31 14:18:12 - mmengine - INFO - Epoch(val) [20][2060/6282] eta: 0:02:46 time: 0.0393 data_time: 0.0024 memory: 2281 2022/08/31 14:18:12 - mmengine - INFO - Epoch(val) [20][2080/6282] eta: 0:02:48 time: 0.0400 data_time: 0.0018 memory: 2281 2022/08/31 14:18:13 - mmengine - INFO - Epoch(val) [20][2100/6282] eta: 0:02:37 time: 0.0377 data_time: 0.0019 memory: 2281 2022/08/31 14:18:14 - mmengine - INFO - Epoch(val) [20][2120/6282] eta: 0:02:37 time: 0.0378 data_time: 0.0030 memory: 2281 2022/08/31 14:18:15 - mmengine - INFO - Epoch(val) [20][2140/6282] eta: 0:03:09 time: 0.0457 data_time: 0.0035 memory: 2281 2022/08/31 14:18:16 - mmengine - INFO - Epoch(val) [20][2160/6282] eta: 0:03:00 time: 0.0437 data_time: 0.0028 memory: 2279 2022/08/31 14:18:17 - mmengine - INFO - Epoch(val) [20][2180/6282] eta: 0:02:53 time: 0.0422 data_time: 0.0021 memory: 2279 2022/08/31 14:18:17 - mmengine - INFO - Epoch(val) [20][2200/6282] eta: 0:03:11 time: 0.0470 data_time: 0.0033 memory: 2279 2022/08/31 14:18:18 - mmengine - INFO - Epoch(val) [20][2220/6282] eta: 0:02:59 time: 0.0443 data_time: 0.0021 memory: 2279 2022/08/31 14:18:19 - mmengine - INFO - Epoch(val) [20][2240/6282] eta: 0:03:10 time: 0.0471 data_time: 0.0027 memory: 2279 2022/08/31 14:18:20 - mmengine - INFO - Epoch(val) [20][2260/6282] eta: 0:03:40 time: 0.0549 data_time: 0.0020 memory: 2281 2022/08/31 14:18:21 - mmengine - INFO - Epoch(val) [20][2280/6282] eta: 0:03:09 time: 0.0473 data_time: 0.0028 memory: 2281 2022/08/31 14:18:22 - mmengine - INFO - Epoch(val) [20][2300/6282] eta: 0:02:59 time: 0.0452 data_time: 0.0025 memory: 2281 2022/08/31 14:18:23 - mmengine - INFO - Epoch(val) [20][2320/6282] eta: 0:02:49 time: 0.0427 data_time: 0.0027 memory: 2281 2022/08/31 14:18:24 - mmengine - INFO - Epoch(val) [20][2340/6282] eta: 0:02:53 time: 0.0440 data_time: 0.0023 memory: 2281 2022/08/31 14:18:25 - mmengine - INFO - Epoch(val) [20][2360/6282] eta: 0:02:40 time: 0.0410 data_time: 0.0024 memory: 2279 2022/08/31 14:18:26 - mmengine - INFO - Epoch(val) [20][2380/6282] eta: 0:02:44 time: 0.0421 data_time: 0.0021 memory: 2279 2022/08/31 14:18:27 - mmengine - INFO - Epoch(val) [20][2400/6282] eta: 0:02:47 time: 0.0432 data_time: 0.0034 memory: 2279 2022/08/31 14:18:27 - mmengine - INFO - Epoch(val) [20][2420/6282] eta: 0:02:39 time: 0.0412 data_time: 0.0027 memory: 2279 2022/08/31 14:18:28 - mmengine - INFO - Epoch(val) [20][2440/6282] eta: 0:02:52 time: 0.0448 data_time: 0.0026 memory: 2279 2022/08/31 14:18:29 - mmengine - INFO - Epoch(val) [20][2460/6282] eta: 0:02:52 time: 0.0452 data_time: 0.0039 memory: 2308 2022/08/31 14:18:31 - mmengine - INFO - Epoch(val) [20][2480/6282] eta: 0:04:51 time: 0.0767 data_time: 0.0026 memory: 2308 2022/08/31 14:18:32 - mmengine - INFO - Epoch(val) [20][2500/6282] eta: 0:02:52 time: 0.0457 data_time: 0.0021 memory: 2308 2022/08/31 14:18:33 - mmengine - INFO - Epoch(val) [20][2520/6282] eta: 0:03:01 time: 0.0482 data_time: 0.0019 memory: 2308 2022/08/31 14:18:34 - mmengine - INFO - Epoch(val) [20][2540/6282] eta: 0:03:17 time: 0.0527 data_time: 0.0019 memory: 2311 2022/08/31 14:18:35 - mmengine - INFO - Epoch(val) [20][2560/6282] eta: 0:02:39 time: 0.0429 data_time: 0.0026 memory: 2308 2022/08/31 14:18:36 - mmengine - INFO - Epoch(val) [20][2580/6282] eta: 0:02:39 time: 0.0430 data_time: 0.0033 memory: 2308 2022/08/31 14:18:36 - mmengine - INFO - Epoch(val) [20][2600/6282] eta: 0:02:43 time: 0.0445 data_time: 0.0018 memory: 2308 2022/08/31 14:18:37 - mmengine - INFO - Epoch(val) [20][2620/6282] eta: 0:02:58 time: 0.0488 data_time: 0.0023 memory: 2308 2022/08/31 14:18:38 - mmengine - INFO - Epoch(val) [20][2640/6282] eta: 0:02:36 time: 0.0429 data_time: 0.0019 memory: 2308 2022/08/31 14:18:39 - mmengine - INFO - Epoch(val) [20][2660/6282] eta: 0:02:44 time: 0.0453 data_time: 0.0024 memory: 2348 2022/08/31 14:18:40 - mmengine - INFO - Epoch(val) [20][2680/6282] eta: 0:02:53 time: 0.0482 data_time: 0.0021 memory: 2348 2022/08/31 14:18:41 - mmengine - INFO - Epoch(val) [20][2700/6282] eta: 0:03:28 time: 0.0583 data_time: 0.0041 memory: 2348 2022/08/31 14:18:42 - mmengine - INFO - Epoch(val) [20][2720/6282] eta: 0:02:50 time: 0.0477 data_time: 0.0024 memory: 2348 2022/08/31 14:18:43 - mmengine - INFO - Epoch(val) [20][2740/6282] eta: 0:03:10 time: 0.0539 data_time: 0.0035 memory: 2348 2022/08/31 14:18:44 - mmengine - INFO - Epoch(val) [20][2760/6282] eta: 0:02:34 time: 0.0439 data_time: 0.0022 memory: 2281 2022/08/31 14:18:45 - mmengine - INFO - Epoch(val) [20][2780/6282] eta: 0:02:34 time: 0.0442 data_time: 0.0019 memory: 2281 2022/08/31 14:18:46 - mmengine - INFO - Epoch(val) [20][2800/6282] eta: 0:02:33 time: 0.0440 data_time: 0.0031 memory: 2281 2022/08/31 14:18:47 - mmengine - INFO - Epoch(val) [20][2820/6282] eta: 0:02:23 time: 0.0415 data_time: 0.0030 memory: 2281 2022/08/31 14:18:48 - mmengine - INFO - Epoch(val) [20][2840/6282] eta: 0:02:26 time: 0.0426 data_time: 0.0022 memory: 2281 2022/08/31 14:18:49 - mmengine - INFO - Epoch(val) [20][2860/6282] eta: 0:02:35 time: 0.0454 data_time: 0.0020 memory: 2308 2022/08/31 14:18:50 - mmengine - INFO - Epoch(val) [20][2880/6282] eta: 0:02:16 time: 0.0401 data_time: 0.0024 memory: 2308 2022/08/31 14:18:51 - mmengine - INFO - Epoch(val) [20][2900/6282] eta: 0:03:46 time: 0.0668 data_time: 0.0046 memory: 2308 2022/08/31 14:18:52 - mmengine - INFO - Epoch(val) [20][2920/6282] eta: 0:02:26 time: 0.0435 data_time: 0.0020 memory: 2308 2022/08/31 14:18:53 - mmengine - INFO - Epoch(val) [20][2940/6282] eta: 0:02:16 time: 0.0409 data_time: 0.0019 memory: 2293 2022/08/31 14:18:54 - mmengine - INFO - Epoch(val) [20][2960/6282] eta: 0:02:37 time: 0.0475 data_time: 0.0033 memory: 2293 2022/08/31 14:18:54 - mmengine - INFO - Epoch(val) [20][2980/6282] eta: 0:02:32 time: 0.0461 data_time: 0.0021 memory: 2293 2022/08/31 14:18:55 - mmengine - INFO - Epoch(val) [20][3000/6282] eta: 0:02:41 time: 0.0493 data_time: 0.0032 memory: 2293 2022/08/31 14:18:56 - mmengine - INFO - Epoch(val) [20][3020/6282] eta: 0:02:25 time: 0.0447 data_time: 0.0025 memory: 2308 2022/08/31 14:18:57 - mmengine - INFO - Epoch(val) [20][3040/6282] eta: 0:02:41 time: 0.0498 data_time: 0.0024 memory: 2308 2022/08/31 14:18:58 - mmengine - INFO - Epoch(val) [20][3060/6282] eta: 0:02:43 time: 0.0508 data_time: 0.0025 memory: 2308 2022/08/31 14:18:59 - mmengine - INFO - Epoch(val) [20][3080/6282] eta: 0:02:25 time: 0.0454 data_time: 0.0025 memory: 2308 2022/08/31 14:19:00 - mmengine - INFO - Epoch(val) [20][3100/6282] eta: 0:02:14 time: 0.0421 data_time: 0.0032 memory: 2308 2022/08/31 14:19:01 - mmengine - INFO - Epoch(val) [20][3120/6282] eta: 0:02:28 time: 0.0468 data_time: 0.0039 memory: 2281 2022/08/31 14:19:02 - mmengine - INFO - Epoch(val) [20][3140/6282] eta: 0:01:53 time: 0.0361 data_time: 0.0021 memory: 2281 2022/08/31 14:19:03 - mmengine - INFO - Epoch(val) [20][3160/6282] eta: 0:02:10 time: 0.0417 data_time: 0.0021 memory: 2281 2022/08/31 14:19:03 - mmengine - INFO - Epoch(val) [20][3180/6282] eta: 0:01:58 time: 0.0383 data_time: 0.0021 memory: 2281 2022/08/31 14:19:04 - mmengine - INFO - Epoch(val) [20][3200/6282] eta: 0:02:07 time: 0.0414 data_time: 0.0025 memory: 2308 2022/08/31 14:19:05 - mmengine - INFO - Epoch(val) [20][3220/6282] eta: 0:02:09 time: 0.0422 data_time: 0.0022 memory: 2308 2022/08/31 14:19:06 - mmengine - INFO - Epoch(val) [20][3240/6282] eta: 0:02:03 time: 0.0406 data_time: 0.0020 memory: 2308 2022/08/31 14:19:07 - mmengine - INFO - Epoch(val) [20][3260/6282] eta: 0:02:09 time: 0.0430 data_time: 0.0017 memory: 2308 2022/08/31 14:19:08 - mmengine - INFO - Epoch(val) [20][3280/6282] eta: 0:02:29 time: 0.0498 data_time: 0.0026 memory: 2308 2022/08/31 14:19:09 - mmengine - INFO - Epoch(val) [20][3300/6282] eta: 0:02:27 time: 0.0495 data_time: 0.0019 memory: 2308 2022/08/31 14:19:10 - mmengine - INFO - Epoch(val) [20][3320/6282] eta: 0:02:07 time: 0.0429 data_time: 0.0025 memory: 2308 2022/08/31 14:19:11 - mmengine - INFO - Epoch(val) [20][3340/6282] eta: 0:03:33 time: 0.0725 data_time: 0.0024 memory: 2308 2022/08/31 14:19:12 - mmengine - INFO - Epoch(val) [20][3360/6282] eta: 0:02:09 time: 0.0442 data_time: 0.0019 memory: 2308 2022/08/31 14:19:13 - mmengine - INFO - Epoch(val) [20][3380/6282] eta: 0:02:15 time: 0.0467 data_time: 0.0028 memory: 2308 2022/08/31 14:19:14 - mmengine - INFO - Epoch(val) [20][3400/6282] eta: 0:02:37 time: 0.0545 data_time: 0.0028 memory: 2279 2022/08/31 14:19:15 - mmengine - INFO - Epoch(val) [20][3420/6282] eta: 0:02:07 time: 0.0445 data_time: 0.0022 memory: 2279 2022/08/31 14:19:16 - mmengine - INFO - Epoch(val) [20][3440/6282] eta: 0:01:57 time: 0.0414 data_time: 0.0028 memory: 2279 2022/08/31 14:19:17 - mmengine - INFO - Epoch(val) [20][3460/6282] eta: 0:02:08 time: 0.0454 data_time: 0.0019 memory: 2282 2022/08/31 14:19:18 - mmengine - INFO - Epoch(val) [20][3480/6282] eta: 0:02:25 time: 0.0519 data_time: 0.0022 memory: 2279 2022/08/31 14:19:19 - mmengine - INFO - Epoch(val) [20][3500/6282] eta: 0:01:57 time: 0.0424 data_time: 0.0025 memory: 2279 2022/08/31 14:19:20 - mmengine - INFO - Epoch(val) [20][3520/6282] eta: 0:02:02 time: 0.0444 data_time: 0.0024 memory: 2279 2022/08/31 14:19:21 - mmengine - INFO - Epoch(val) [20][3540/6282] eta: 0:02:07 time: 0.0463 data_time: 0.0031 memory: 2279 2022/08/31 14:19:21 - mmengine - INFO - Epoch(val) [20][3560/6282] eta: 0:02:02 time: 0.0449 data_time: 0.0031 memory: 2279 2022/08/31 14:19:22 - mmengine - INFO - Epoch(val) [20][3580/6282] eta: 0:01:47 time: 0.0397 data_time: 0.0030 memory: 2300 2022/08/31 14:19:23 - mmengine - INFO - Epoch(val) [20][3600/6282] eta: 0:02:02 time: 0.0456 data_time: 0.0025 memory: 2300 2022/08/31 14:19:24 - mmengine - INFO - Epoch(val) [20][3620/6282] eta: 0:02:30 time: 0.0566 data_time: 0.0028 memory: 2302 2022/08/31 14:19:25 - mmengine - INFO - Epoch(val) [20][3640/6282] eta: 0:01:59 time: 0.0454 data_time: 0.0024 memory: 2300 2022/08/31 14:19:26 - mmengine - INFO - Epoch(val) [20][3660/6282] eta: 0:02:07 time: 0.0485 data_time: 0.0020 memory: 2300 2022/08/31 14:19:27 - mmengine - INFO - Epoch(val) [20][3680/6282] eta: 0:01:52 time: 0.0431 data_time: 0.0024 memory: 2308 2022/08/31 14:19:28 - mmengine - INFO - Epoch(val) [20][3700/6282] eta: 0:02:06 time: 0.0488 data_time: 0.0032 memory: 2308 2022/08/31 14:19:29 - mmengine - INFO - Epoch(val) [20][3720/6282] eta: 0:01:57 time: 0.0457 data_time: 0.0027 memory: 2308 2022/08/31 14:19:30 - mmengine - INFO - Epoch(val) [20][3740/6282] eta: 0:01:57 time: 0.0462 data_time: 0.0038 memory: 2308 2022/08/31 14:19:31 - mmengine - INFO - Epoch(val) [20][3760/6282] eta: 0:02:56 time: 0.0701 data_time: 0.0033 memory: 2308 2022/08/31 14:19:32 - mmengine - INFO - Epoch(val) [20][3780/6282] eta: 0:01:53 time: 0.0454 data_time: 0.0030 memory: 2308 2022/08/31 14:19:33 - mmengine - INFO - Epoch(val) [20][3800/6282] eta: 0:01:51 time: 0.0449 data_time: 0.0020 memory: 2308 2022/08/31 14:19:34 - mmengine - INFO - Epoch(val) [20][3820/6282] eta: 0:01:47 time: 0.0437 data_time: 0.0026 memory: 2308 2022/08/31 14:19:35 - mmengine - INFO - Epoch(val) [20][3840/6282] eta: 0:01:49 time: 0.0448 data_time: 0.0037 memory: 2308 2022/08/31 14:19:36 - mmengine - INFO - Epoch(val) [20][3860/6282] eta: 0:01:48 time: 0.0449 data_time: 0.0033 memory: 2308 2022/08/31 14:19:37 - mmengine - INFO - Epoch(val) [20][3880/6282] eta: 0:01:27 time: 0.0363 data_time: 0.0025 memory: 2308 2022/08/31 14:19:37 - mmengine - INFO - Epoch(val) [20][3900/6282] eta: 0:01:33 time: 0.0391 data_time: 0.0017 memory: 2308 2022/08/31 14:19:38 - mmengine - INFO - Epoch(val) [20][3920/6282] eta: 0:01:33 time: 0.0395 data_time: 0.0025 memory: 2308 2022/08/31 14:19:39 - mmengine - INFO - Epoch(val) [20][3940/6282] eta: 0:01:24 time: 0.0361 data_time: 0.0024 memory: 2308 2022/08/31 14:19:40 - mmengine - INFO - Epoch(val) [20][3960/6282] eta: 0:01:43 time: 0.0445 data_time: 0.0021 memory: 2308 2022/08/31 14:19:41 - mmengine - INFO - Epoch(val) [20][3980/6282] eta: 0:02:01 time: 0.0529 data_time: 0.0026 memory: 2308 2022/08/31 14:19:42 - mmengine - INFO - Epoch(val) [20][4000/6282] eta: 0:01:41 time: 0.0444 data_time: 0.0031 memory: 2308 2022/08/31 14:19:43 - mmengine - INFO - Epoch(val) [20][4020/6282] eta: 0:01:48 time: 0.0480 data_time: 0.0030 memory: 2308 2022/08/31 14:19:44 - mmengine - INFO - Epoch(val) [20][4040/6282] eta: 0:01:45 time: 0.0473 data_time: 0.0038 memory: 2348 2022/08/31 14:19:45 - mmengine - INFO - Epoch(val) [20][4060/6282] eta: 0:01:52 time: 0.0504 data_time: 0.0029 memory: 2348 2022/08/31 14:19:46 - mmengine - INFO - Epoch(val) [20][4080/6282] eta: 0:01:48 time: 0.0493 data_time: 0.0034 memory: 2348 2022/08/31 14:19:47 - mmengine - INFO - Epoch(val) [20][4100/6282] eta: 0:01:41 time: 0.0464 data_time: 0.0024 memory: 2348 2022/08/31 14:19:48 - mmengine - INFO - Epoch(val) [20][4120/6282] eta: 0:01:52 time: 0.0522 data_time: 0.0040 memory: 2348 2022/08/31 14:19:49 - mmengine - INFO - Epoch(val) [20][4140/6282] eta: 0:01:43 time: 0.0482 data_time: 0.0033 memory: 2348 2022/08/31 14:19:50 - mmengine - INFO - Epoch(val) [20][4160/6282] eta: 0:01:34 time: 0.0445 data_time: 0.0026 memory: 2279 2022/08/31 14:19:51 - mmengine - INFO - Epoch(val) [20][4180/6282] eta: 0:02:23 time: 0.0684 data_time: 0.0029 memory: 2279 2022/08/31 14:19:52 - mmengine - INFO - Epoch(val) [20][4200/6282] eta: 0:01:22 time: 0.0395 data_time: 0.0021 memory: 2279 2022/08/31 14:19:53 - mmengine - INFO - Epoch(val) [20][4220/6282] eta: 0:01:24 time: 0.0409 data_time: 0.0020 memory: 2279 2022/08/31 14:19:53 - mmengine - INFO - Epoch(val) [20][4240/6282] eta: 0:01:20 time: 0.0396 data_time: 0.0025 memory: 2279 2022/08/31 14:19:54 - mmengine - INFO - Epoch(val) [20][4260/6282] eta: 0:01:32 time: 0.0458 data_time: 0.0022 memory: 2279 2022/08/31 14:19:55 - mmengine - INFO - Epoch(val) [20][4280/6282] eta: 0:01:28 time: 0.0444 data_time: 0.0034 memory: 2279 2022/08/31 14:19:56 - mmengine - INFO - Epoch(val) [20][4300/6282] eta: 0:01:16 time: 0.0387 data_time: 0.0018 memory: 2279 2022/08/31 14:19:57 - mmengine - INFO - Epoch(val) [20][4320/6282] eta: 0:01:17 time: 0.0394 data_time: 0.0025 memory: 2279 2022/08/31 14:19:58 - mmengine - INFO - Epoch(val) [20][4340/6282] eta: 0:01:19 time: 0.0411 data_time: 0.0020 memory: 2279 2022/08/31 14:19:59 - mmengine - INFO - Epoch(val) [20][4360/6282] eta: 0:01:18 time: 0.0409 data_time: 0.0029 memory: 2308 2022/08/31 14:19:59 - mmengine - INFO - Epoch(val) [20][4380/6282] eta: 0:01:16 time: 0.0404 data_time: 0.0020 memory: 2308 2022/08/31 14:20:00 - mmengine - INFO - Epoch(val) [20][4400/6282] eta: 0:01:20 time: 0.0428 data_time: 0.0032 memory: 2308 2022/08/31 14:20:01 - mmengine - INFO - Epoch(val) [20][4420/6282] eta: 0:01:31 time: 0.0493 data_time: 0.0022 memory: 2308 2022/08/31 14:20:02 - mmengine - INFO - Epoch(val) [20][4440/6282] eta: 0:01:22 time: 0.0449 data_time: 0.0024 memory: 2312 2022/08/31 14:20:03 - mmengine - INFO - Epoch(val) [20][4460/6282] eta: 0:01:21 time: 0.0446 data_time: 0.0019 memory: 2312 2022/08/31 14:20:04 - mmengine - INFO - Epoch(val) [20][4480/6282] eta: 0:01:17 time: 0.0428 data_time: 0.0029 memory: 2312 2022/08/31 14:20:05 - mmengine - INFO - Epoch(val) [20][4500/6282] eta: 0:01:17 time: 0.0436 data_time: 0.0024 memory: 2312 2022/08/31 14:20:06 - mmengine - INFO - Epoch(val) [20][4520/6282] eta: 0:01:20 time: 0.0457 data_time: 0.0028 memory: 2312 2022/08/31 14:20:07 - mmengine - INFO - Epoch(val) [20][4540/6282] eta: 0:01:13 time: 0.0419 data_time: 0.0018 memory: 2281 2022/08/31 14:20:07 - mmengine - INFO - Epoch(val) [20][4560/6282] eta: 0:01:16 time: 0.0443 data_time: 0.0025 memory: 2281 2022/08/31 14:20:08 - mmengine - INFO - Epoch(val) [20][4580/6282] eta: 0:01:20 time: 0.0471 data_time: 0.0023 memory: 2281 2022/08/31 14:20:09 - mmengine - INFO - Epoch(val) [20][4600/6282] eta: 0:01:04 time: 0.0384 data_time: 0.0024 memory: 2281 2022/08/31 14:20:10 - mmengine - INFO - Epoch(val) [20][4620/6282] eta: 0:01:12 time: 0.0439 data_time: 0.0022 memory: 2281 2022/08/31 14:20:11 - mmengine - INFO - Epoch(val) [20][4640/6282] eta: 0:01:53 time: 0.0692 data_time: 0.0065 memory: 2312 2022/08/31 14:20:12 - mmengine - INFO - Epoch(val) [20][4660/6282] eta: 0:01:17 time: 0.0477 data_time: 0.0022 memory: 2312 2022/08/31 14:20:13 - mmengine - INFO - Epoch(val) [20][4680/6282] eta: 0:01:13 time: 0.0462 data_time: 0.0025 memory: 2312 2022/08/31 14:20:14 - mmengine - INFO - Epoch(val) [20][4700/6282] eta: 0:01:09 time: 0.0441 data_time: 0.0024 memory: 2312 2022/08/31 14:20:15 - mmengine - INFO - Epoch(val) [20][4720/6282] eta: 0:01:08 time: 0.0441 data_time: 0.0032 memory: 2312 2022/08/31 14:20:16 - mmengine - INFO - Epoch(val) [20][4740/6282] eta: 0:01:03 time: 0.0413 data_time: 0.0019 memory: 2292 2022/08/31 14:20:17 - mmengine - INFO - Epoch(val) [20][4760/6282] eta: 0:01:08 time: 0.0452 data_time: 0.0025 memory: 2292 2022/08/31 14:20:18 - mmengine - INFO - Epoch(val) [20][4780/6282] eta: 0:00:59 time: 0.0394 data_time: 0.0021 memory: 2292 2022/08/31 14:20:19 - mmengine - INFO - Epoch(val) [20][4800/6282] eta: 0:01:05 time: 0.0441 data_time: 0.0021 memory: 2292 2022/08/31 14:20:19 - mmengine - INFO - Epoch(val) [20][4820/6282] eta: 0:00:59 time: 0.0408 data_time: 0.0022 memory: 2308 2022/08/31 14:20:20 - mmengine - INFO - Epoch(val) [20][4840/6282] eta: 0:01:00 time: 0.0417 data_time: 0.0034 memory: 2308 2022/08/31 14:20:21 - mmengine - INFO - Epoch(val) [20][4860/6282] eta: 0:01:04 time: 0.0456 data_time: 0.0033 memory: 2308 2022/08/31 14:20:22 - mmengine - INFO - Epoch(val) [20][4880/6282] eta: 0:00:57 time: 0.0413 data_time: 0.0033 memory: 2308 2022/08/31 14:20:23 - mmengine - INFO - Epoch(val) [20][4900/6282] eta: 0:00:57 time: 0.0419 data_time: 0.0015 memory: 2308 2022/08/31 14:20:24 - mmengine - INFO - Epoch(val) [20][4920/6282] eta: 0:00:53 time: 0.0395 data_time: 0.0026 memory: 2310 2022/08/31 14:20:24 - mmengine - INFO - Epoch(val) [20][4940/6282] eta: 0:00:54 time: 0.0406 data_time: 0.0026 memory: 2310 2022/08/31 14:20:25 - mmengine - INFO - Epoch(val) [20][4960/6282] eta: 0:00:59 time: 0.0448 data_time: 0.0021 memory: 2310 2022/08/31 14:20:26 - mmengine - INFO - Epoch(val) [20][4980/6282] eta: 0:00:56 time: 0.0432 data_time: 0.0024 memory: 2310 2022/08/31 14:20:27 - mmengine - INFO - Epoch(val) [20][5000/6282] eta: 0:00:56 time: 0.0441 data_time: 0.0031 memory: 2310 2022/08/31 14:20:28 - mmengine - INFO - Epoch(val) [20][5020/6282] eta: 0:00:54 time: 0.0434 data_time: 0.0025 memory: 2310 2022/08/31 14:20:29 - mmengine - INFO - Epoch(val) [20][5040/6282] eta: 0:00:51 time: 0.0418 data_time: 0.0020 memory: 2281 2022/08/31 14:20:30 - mmengine - INFO - Epoch(val) [20][5060/6282] eta: 0:00:56 time: 0.0461 data_time: 0.0026 memory: 2281 2022/08/31 14:20:31 - mmengine - INFO - Epoch(val) [20][5080/6282] eta: 0:01:32 time: 0.0771 data_time: 0.0029 memory: 2281 2022/08/31 14:20:32 - mmengine - INFO - Epoch(val) [20][5100/6282] eta: 0:00:50 time: 0.0430 data_time: 0.0022 memory: 2281 2022/08/31 14:20:33 - mmengine - INFO - Epoch(val) [20][5120/6282] eta: 0:00:54 time: 0.0465 data_time: 0.0020 memory: 2281 2022/08/31 14:20:34 - mmengine - INFO - Epoch(val) [20][5140/6282] eta: 0:00:44 time: 0.0391 data_time: 0.0025 memory: 2279 2022/08/31 14:20:35 - mmengine - INFO - Epoch(val) [20][5160/6282] eta: 0:00:50 time: 0.0453 data_time: 0.0032 memory: 2279 2022/08/31 14:20:36 - mmengine - INFO - Epoch(val) [20][5180/6282] eta: 0:00:52 time: 0.0473 data_time: 0.0027 memory: 2279 2022/08/31 14:20:37 - mmengine - INFO - Epoch(val) [20][5200/6282] eta: 0:00:47 time: 0.0440 data_time: 0.0022 memory: 2279 2022/08/31 14:20:38 - mmengine - INFO - Epoch(val) [20][5220/6282] eta: 0:00:44 time: 0.0418 data_time: 0.0021 memory: 2279 2022/08/31 14:20:39 - mmengine - INFO - Epoch(val) [20][5240/6282] eta: 0:00:56 time: 0.0544 data_time: 0.0023 memory: 2282 2022/08/31 14:20:40 - mmengine - INFO - Epoch(val) [20][5260/6282] eta: 0:00:48 time: 0.0470 data_time: 0.0027 memory: 2279 2022/08/31 14:20:41 - mmengine - INFO - Epoch(val) [20][5280/6282] eta: 0:00:53 time: 0.0532 data_time: 0.0022 memory: 2279 2022/08/31 14:20:42 - mmengine - INFO - Epoch(val) [20][5300/6282] eta: 0:00:46 time: 0.0469 data_time: 0.0024 memory: 2279 2022/08/31 14:20:43 - mmengine - INFO - Epoch(val) [20][5320/6282] eta: 0:00:42 time: 0.0446 data_time: 0.0023 memory: 2279 2022/08/31 14:20:43 - mmengine - INFO - Epoch(val) [20][5340/6282] eta: 0:00:40 time: 0.0435 data_time: 0.0024 memory: 2279 2022/08/31 14:20:44 - mmengine - INFO - Epoch(val) [20][5360/6282] eta: 0:00:37 time: 0.0408 data_time: 0.0024 memory: 2279 2022/08/31 14:20:45 - mmengine - INFO - Epoch(val) [20][5380/6282] eta: 0:00:47 time: 0.0527 data_time: 0.0023 memory: 2279 2022/08/31 14:20:46 - mmengine - INFO - Epoch(val) [20][5400/6282] eta: 0:00:35 time: 0.0398 data_time: 0.0025 memory: 2279 2022/08/31 14:20:47 - mmengine - INFO - Epoch(val) [20][5420/6282] eta: 0:00:33 time: 0.0390 data_time: 0.0023 memory: 2279 2022/08/31 14:20:48 - mmengine - INFO - Epoch(val) [20][5440/6282] eta: 0:00:34 time: 0.0407 data_time: 0.0035 memory: 2279 2022/08/31 14:20:49 - mmengine - INFO - Epoch(val) [20][5460/6282] eta: 0:00:33 time: 0.0404 data_time: 0.0023 memory: 2279 2022/08/31 14:20:49 - mmengine - INFO - Epoch(val) [20][5480/6282] eta: 0:00:33 time: 0.0418 data_time: 0.0029 memory: 2279 2022/08/31 14:20:50 - mmengine - INFO - Epoch(val) [20][5500/6282] eta: 0:00:33 time: 0.0427 data_time: 0.0032 memory: 2279 2022/08/31 14:20:51 - mmengine - INFO - Epoch(val) [20][5520/6282] eta: 0:00:44 time: 0.0579 data_time: 0.0029 memory: 2289 2022/08/31 14:20:52 - mmengine - INFO - Epoch(val) [20][5540/6282] eta: 0:00:34 time: 0.0463 data_time: 0.0020 memory: 2289 2022/08/31 14:20:53 - mmengine - INFO - Epoch(val) [20][5560/6282] eta: 0:00:30 time: 0.0423 data_time: 0.0022 memory: 2289 2022/08/31 14:20:54 - mmengine - INFO - Epoch(val) [20][5580/6282] eta: 0:00:27 time: 0.0386 data_time: 0.0021 memory: 2289 2022/08/31 14:20:55 - mmengine - INFO - Epoch(val) [20][5600/6282] eta: 0:00:27 time: 0.0400 data_time: 0.0025 memory: 2289 2022/08/31 14:20:56 - mmengine - INFO - Epoch(val) [20][5620/6282] eta: 0:00:25 time: 0.0389 data_time: 0.0029 memory: 2289 2022/08/31 14:20:56 - mmengine - INFO - Epoch(val) [20][5640/6282] eta: 0:00:27 time: 0.0434 data_time: 0.0024 memory: 2279 2022/08/31 14:20:57 - mmengine - INFO - Epoch(val) [20][5660/6282] eta: 0:00:24 time: 0.0401 data_time: 0.0019 memory: 2279 2022/08/31 14:20:58 - mmengine - INFO - Epoch(val) [20][5680/6282] eta: 0:00:25 time: 0.0421 data_time: 0.0036 memory: 2279 2022/08/31 14:20:59 - mmengine - INFO - Epoch(val) [20][5700/6282] eta: 0:00:24 time: 0.0414 data_time: 0.0022 memory: 2279 2022/08/31 14:21:00 - mmengine - INFO - Epoch(val) [20][5720/6282] eta: 0:00:24 time: 0.0436 data_time: 0.0023 memory: 2296 2022/08/31 14:21:01 - mmengine - INFO - Epoch(val) [20][5740/6282] eta: 0:00:25 time: 0.0475 data_time: 0.0041 memory: 2296 2022/08/31 14:21:02 - mmengine - INFO - Epoch(val) [20][5760/6282] eta: 0:00:23 time: 0.0452 data_time: 0.0033 memory: 2296 2022/08/31 14:21:03 - mmengine - INFO - Epoch(val) [20][5780/6282] eta: 0:00:27 time: 0.0555 data_time: 0.0028 memory: 2296 2022/08/31 14:21:04 - mmengine - INFO - Epoch(val) [20][5800/6282] eta: 0:00:22 time: 0.0457 data_time: 0.0027 memory: 2296 2022/08/31 14:21:05 - mmengine - INFO - Epoch(val) [20][5820/6282] eta: 0:00:21 time: 0.0459 data_time: 0.0024 memory: 2296 2022/08/31 14:21:06 - mmengine - INFO - Epoch(val) [20][5840/6282] eta: 0:00:20 time: 0.0455 data_time: 0.0024 memory: 2289 2022/08/31 14:21:06 - mmengine - INFO - Epoch(val) [20][5860/6282] eta: 0:00:17 time: 0.0419 data_time: 0.0021 memory: 2289 2022/08/31 14:21:07 - mmengine - INFO - Epoch(val) [20][5880/6282] eta: 0:00:17 time: 0.0430 data_time: 0.0035 memory: 2289 2022/08/31 14:21:08 - mmengine - INFO - Epoch(val) [20][5900/6282] eta: 0:00:16 time: 0.0425 data_time: 0.0019 memory: 2289 2022/08/31 14:21:09 - mmengine - INFO - Epoch(val) [20][5920/6282] eta: 0:00:13 time: 0.0383 data_time: 0.0022 memory: 2289 2022/08/31 14:21:10 - mmengine - INFO - Epoch(val) [20][5940/6282] eta: 0:00:12 time: 0.0376 data_time: 0.0035 memory: 2279 2022/08/31 14:21:11 - mmengine - INFO - Epoch(val) [20][5960/6282] eta: 0:00:20 time: 0.0629 data_time: 0.0021 memory: 2279 2022/08/31 14:21:12 - mmengine - INFO - Epoch(val) [20][5980/6282] eta: 0:00:10 time: 0.0351 data_time: 0.0017 memory: 2279 2022/08/31 14:21:13 - mmengine - INFO - Epoch(val) [20][6000/6282] eta: 0:00:11 time: 0.0417 data_time: 0.0017 memory: 2308 2022/08/31 14:21:13 - mmengine - INFO - Epoch(val) [20][6020/6282] eta: 0:00:10 time: 0.0398 data_time: 0.0027 memory: 2308 2022/08/31 14:21:14 - mmengine - INFO - Epoch(val) [20][6040/6282] eta: 0:00:10 time: 0.0435 data_time: 0.0025 memory: 2308 2022/08/31 14:21:15 - mmengine - INFO - Epoch(val) [20][6060/6282] eta: 0:00:09 time: 0.0439 data_time: 0.0021 memory: 2308 2022/08/31 14:21:16 - mmengine - INFO - Epoch(val) [20][6080/6282] eta: 0:00:09 time: 0.0459 data_time: 0.0021 memory: 2308 2022/08/31 14:21:17 - mmengine - INFO - Epoch(val) [20][6100/6282] eta: 0:00:07 time: 0.0430 data_time: 0.0019 memory: 2308 2022/08/31 14:21:18 - mmengine - INFO - Epoch(val) [20][6120/6282] eta: 0:00:06 time: 0.0401 data_time: 0.0018 memory: 2308 2022/08/31 14:21:19 - mmengine - INFO - Epoch(val) [20][6140/6282] eta: 0:00:05 time: 0.0416 data_time: 0.0015 memory: 2308 2022/08/31 14:21:19 - mmengine - INFO - Epoch(val) [20][6160/6282] eta: 0:00:04 time: 0.0398 data_time: 0.0015 memory: 2308 2022/08/31 14:21:20 - mmengine - INFO - Epoch(val) [20][6180/6282] eta: 0:00:03 time: 0.0302 data_time: 0.0012 memory: 2308 2022/08/31 14:21:21 - mmengine - INFO - Epoch(val) [20][6200/6282] eta: 0:00:02 time: 0.0323 data_time: 0.0026 memory: 2308 2022/08/31 14:21:21 - mmengine - INFO - Epoch(val) [20][6220/6282] eta: 0:00:01 time: 0.0291 data_time: 0.0015 memory: 2308 2022/08/31 14:21:22 - mmengine - INFO - Epoch(val) [20][6240/6282] eta: 0:00:01 time: 0.0280 data_time: 0.0016 memory: 2308 2022/08/31 14:21:22 - mmengine - INFO - Epoch(val) [20][6260/6282] eta: 0:00:00 time: 0.0267 data_time: 0.0007 memory: 2308 2022/08/31 14:21:23 - mmengine - INFO - Epoch(val) [20][6280/6282] eta: 0:00:00 time: 0.0345 data_time: 0.0013 memory: 2308 2022/08/31 14:26:55 - mmengine - INFO - Epoch(val) [20][6282/6282] mAP/mAP@0.5IOU: 0.2405