2022/08/07 14:00:27 - mmengine - INFO - 184378 out of 184378 frames are valid. 2022/08/07 14:00:38 - mmengine - INFO - 50252 out of 50252 frames are valid. Name of parameter - Initialization information backbone.slow_path.conv1.conv.weight - torch.Size([64, 3, 1, 7, 7]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.0.conv1.conv.weight - torch.Size([64, 80, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.0.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.0.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.0.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.0.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.0.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.0.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.0.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.0.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.0.downsample.conv.weight - torch.Size([256, 80, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.0.downsample.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.0.downsample.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.1.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.1.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.1.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.1.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.1.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.1.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.1.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.1.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.1.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.2.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.2.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.2.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.2.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.2.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.2.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer1.2.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.2.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1.2.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.0.conv1.conv.weight - torch.Size([128, 320, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.0.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.0.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.0.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.0.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.0.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.0.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.0.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.0.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.0.downsample.conv.weight - torch.Size([512, 320, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.0.downsample.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.0.downsample.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.1.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.1.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.1.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.1.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.1.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.1.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.1.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.1.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.1.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.2.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.2.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.2.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.2.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.2.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.2.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.2.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.2.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.2.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.3.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.3.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.3.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.3.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.3.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.3.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer2.3.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.3.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2.3.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.0.conv1.conv.weight - torch.Size([256, 640, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.0.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.0.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.0.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.0.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.0.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.0.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.0.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.0.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.0.downsample.conv.weight - torch.Size([1024, 640, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.0.downsample.bn.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.0.downsample.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.1.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.1.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.1.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.1.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.1.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.1.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.1.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.1.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.1.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.2.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.2.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.2.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.2.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.2.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.2.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.2.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.2.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.2.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.3.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.3.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.3.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.3.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.3.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.3.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.3.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.3.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.3.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.4.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.4.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.4.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.4.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.4.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.4.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.4.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.4.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.4.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.5.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.5.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.5.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.5.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.5.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.5.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer3.5.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.5.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3.5.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.0.conv1.conv.weight - torch.Size([512, 1280, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.0.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.0.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.0.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.0.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.0.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.0.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.0.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.0.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.0.downsample.conv.weight - torch.Size([2048, 1280, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.0.downsample.bn.weight - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.0.downsample.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.1.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.1.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.1.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.1.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.1.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.1.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.1.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.1.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.1.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.2.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.2.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.2.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.2.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.2.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.2.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.layer4.2.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.2.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer4.2.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.slow_path.conv1_lateral.conv.weight - torch.Size([16, 8, 5, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer1_lateral.conv.weight - torch.Size([64, 32, 5, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer2_lateral.conv.weight - torch.Size([128, 64, 5, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.slow_path.layer3_lateral.conv.weight - torch.Size([256, 128, 5, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.conv1.conv.weight - torch.Size([8, 3, 5, 7, 7]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.conv1.bn.weight - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.conv1.bn.bias - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.0.conv1.conv.weight - torch.Size([8, 8, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.0.conv1.bn.weight - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.0.conv1.bn.bias - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.0.conv2.conv.weight - torch.Size([8, 8, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.0.conv2.bn.weight - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.0.conv2.bn.bias - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.0.conv3.conv.weight - torch.Size([32, 8, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.0.conv3.bn.weight - torch.Size([32]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.0.conv3.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.0.downsample.conv.weight - torch.Size([32, 8, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.0.downsample.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.0.downsample.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.1.conv1.conv.weight - torch.Size([8, 32, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.1.conv1.bn.weight - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.1.conv1.bn.bias - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.1.conv2.conv.weight - torch.Size([8, 8, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.1.conv2.bn.weight - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.1.conv2.bn.bias - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.1.conv3.conv.weight - torch.Size([32, 8, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.1.conv3.bn.weight - torch.Size([32]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.1.conv3.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.2.conv1.conv.weight - torch.Size([8, 32, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.2.conv1.bn.weight - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.2.conv1.bn.bias - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.2.conv2.conv.weight - torch.Size([8, 8, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.2.conv2.bn.weight - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.2.conv2.bn.bias - torch.Size([8]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer1.2.conv3.conv.weight - torch.Size([32, 8, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.2.conv3.bn.weight - torch.Size([32]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer1.2.conv3.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.0.conv1.conv.weight - torch.Size([16, 32, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.0.conv1.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.0.conv1.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.0.conv2.conv.weight - torch.Size([16, 16, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.0.conv2.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.0.conv2.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.0.conv3.conv.weight - torch.Size([64, 16, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.0.conv3.bn.weight - torch.Size([64]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.0.conv3.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.0.downsample.conv.weight - torch.Size([64, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.0.downsample.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.0.downsample.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.1.conv1.conv.weight - torch.Size([16, 64, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.1.conv1.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.1.conv1.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.1.conv2.conv.weight - torch.Size([16, 16, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.1.conv2.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.1.conv2.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.1.conv3.conv.weight - torch.Size([64, 16, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.1.conv3.bn.weight - torch.Size([64]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.1.conv3.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.2.conv1.conv.weight - torch.Size([16, 64, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.2.conv1.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.2.conv1.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.2.conv2.conv.weight - torch.Size([16, 16, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.2.conv2.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.2.conv2.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.2.conv3.conv.weight - torch.Size([64, 16, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.2.conv3.bn.weight - torch.Size([64]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.2.conv3.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.3.conv1.conv.weight - torch.Size([16, 64, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.3.conv1.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.3.conv1.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.3.conv2.conv.weight - torch.Size([16, 16, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.3.conv2.bn.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.3.conv2.bn.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer2.3.conv3.conv.weight - torch.Size([64, 16, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.3.conv3.bn.weight - torch.Size([64]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer2.3.conv3.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.0.conv1.conv.weight - torch.Size([32, 64, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.0.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.0.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.0.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.0.conv2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.0.conv2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.0.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.0.conv3.bn.weight - torch.Size([128]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.0.conv3.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.0.downsample.conv.weight - torch.Size([128, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.0.downsample.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.0.downsample.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.1.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.1.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.1.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.1.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.1.conv2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.1.conv2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.1.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.1.conv3.bn.weight - torch.Size([128]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.1.conv3.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.2.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.2.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.2.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.2.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.2.conv2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.2.conv2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.2.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.2.conv3.bn.weight - torch.Size([128]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.2.conv3.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.3.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.3.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.3.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.3.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.3.conv2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.3.conv2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.3.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.3.conv3.bn.weight - torch.Size([128]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.3.conv3.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.4.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.4.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.4.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.4.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.4.conv2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.4.conv2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.4.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.4.conv3.bn.weight - torch.Size([128]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.4.conv3.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.5.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.5.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.5.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.5.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.5.conv2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.5.conv2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer3.5.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.5.conv3.bn.weight - torch.Size([128]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer3.5.conv3.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.0.conv1.conv.weight - torch.Size([64, 128, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.0.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.0.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.0.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.0.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.0.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.0.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.0.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.0.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.0.downsample.conv.weight - torch.Size([256, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.0.downsample.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.0.downsample.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.1.conv1.conv.weight - torch.Size([64, 256, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.1.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.1.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.1.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.1.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.1.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.1.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.1.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.1.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.2.conv1.conv.weight - torch.Size([64, 256, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.2.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.2.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.2.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.2.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.2.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.fast_path.layer4.2.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.2.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowFast backbone.fast_path.layer4.2.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.bbox_head.fc_cls.weight - torch.Size([81, 2304]): 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 2022/08/07 14:00:41 - mmengine - INFO - Load checkpoint from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth 2022/08/07 14:00:41 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/hukai/action/work_dirs/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb by HardDiskBackend. 2022/08/07 14:02:33 - mmengine - INFO - Epoch(train) [1][20/1441] lr: 2.0000e-02 eta: 1 day, 20:52:30 time: 5.6094 data_time: 3.5232 memory: 53908 grad_norm: 0.8226 recall@thr=0.5: 0.3274 prec@thr=0.5: 0.4704 recall@top3: 0.5156 prec@top3: 0.4444 recall@top5: 0.7596 prec@top5: 0.3911 loss_action_cls: 0.1874 loss: 0.1874 2022/08/07 14:02:58 - mmengine - INFO - Epoch(train) [1][40/1441] lr: 2.0000e-02 eta: 1 day, 3:22:17 time: 1.2382 data_time: 0.0367 memory: 18616 grad_norm: 0.2272 recall@thr=0.5: 0.4909 prec@thr=0.5: 0.5543 recall@top3: 0.5906 prec@top3: 0.4928 recall@top5: 0.7899 prec@top5: 0.3870 loss_action_cls: 0.1199 loss: 0.1199 2022/08/07 14:03:25 - mmengine - INFO - Epoch(train) [1][60/1441] lr: 2.0000e-02 eta: 21:51:48 time: 1.3625 data_time: 0.0376 memory: 18616 grad_norm: 0.1988 recall@thr=0.5: 0.3167 prec@thr=0.5: 0.4857 recall@top3: 0.5900 prec@top3: 0.4667 recall@top5: 0.7886 prec@top5: 0.3829 loss_action_cls: 0.1105 loss: 0.1105 2022/08/07 14:03:51 - mmengine - INFO - Epoch(train) [1][80/1441] lr: 2.0000e-02 eta: 18:59:37 time: 1.3066 data_time: 0.0914 memory: 18616 grad_norm: 0.1832 recall@thr=0.5: 0.3542 prec@thr=0.5: 0.6000 recall@top3: 0.6983 prec@top3: 0.5500 recall@top5: 0.9083 prec@top5: 0.4100 loss_action_cls: 0.0979 loss: 0.0979 2022/08/07 14:04:23 - mmengine - INFO - Epoch(train) [1][100/1441] lr: 2.0000e-02 eta: 17:43:39 time: 1.5940 data_time: 0.0391 memory: 18616 grad_norm: 0.1637 recall@thr=0.5: 0.5187 prec@thr=0.5: 0.6718 recall@top3: 0.7313 prec@top3: 0.6259 recall@top5: 0.8248 prec@top5: 0.4245 loss_action_cls: 0.1104 loss: 0.1104 2022/08/07 14:04:58 - mmengine - INFO - Epoch(train) [1][120/1441] lr: 2.0000e-02 eta: 17:03:38 time: 1.7293 data_time: 0.0409 memory: 18616 grad_norm: 0.1656 recall@thr=0.5: 0.5655 prec@thr=0.5: 0.6381 recall@top3: 0.7604 prec@top3: 0.6071 recall@top5: 0.8795 prec@top5: 0.4321 loss_action_cls: 0.0924 loss: 0.0924 2022/08/07 14:05:19 - mmengine - INFO - Epoch(train) [1][140/1441] lr: 2.0000e-02 eta: 15:48:26 time: 1.0494 data_time: 0.0595 memory: 18616 grad_norm: 0.1601 recall@thr=0.5: 0.5100 prec@thr=0.5: 0.5900 recall@top3: 0.6850 prec@top3: 0.4733 recall@top5: 0.8700 prec@top5: 0.3760 loss_action_cls: 0.0968 loss: 0.0968 2022/08/07 14:05:50 - mmengine - INFO - Epoch(train) [1][160/1441] lr: 2.0000e-02 eta: 15:23:31 time: 1.5778 data_time: 0.6369 memory: 18616 grad_norm: 0.1446 recall@thr=0.5: 0.4878 prec@thr=0.5: 0.6016 recall@top3: 0.7134 prec@top3: 0.5447 recall@top5: 0.8659 prec@top5: 0.4098 loss_action_cls: 0.1039 loss: 0.1039 2022/08/07 14:06:19 - mmengine - INFO - Epoch(train) [1][180/1441] lr: 2.0000e-02 eta: 14:58:00 time: 1.4644 data_time: 0.4228 memory: 18616 grad_norm: 0.1509 recall@thr=0.5: 0.3854 prec@thr=0.5: 0.5459 recall@top3: 0.5435 prec@top3: 0.4830 recall@top5: 0.7194 prec@top5: 0.4000 loss_action_cls: 0.0969 loss: 0.0969 2022/08/07 14:06:38 - mmengine - INFO - Epoch(train) [1][200/1441] lr: 2.0000e-02 eta: 14:12:46 time: 0.9462 data_time: 0.0353 memory: 18616 grad_norm: 0.1571 recall@thr=0.5: 0.4607 prec@thr=0.5: 0.5991 recall@top3: 0.5755 prec@top3: 0.4843 recall@top5: 0.7390 prec@top5: 0.3774 loss_action_cls: 0.0981 loss: 0.0981 2022/08/07 14:07:10 - mmengine - INFO - Epoch(train) [1][220/1441] lr: 2.0000e-02 eta: 14:03:58 time: 1.5986 data_time: 0.5220 memory: 18616 grad_norm: 0.1550 recall@thr=0.5: 0.3697 prec@thr=0.5: 0.5342 recall@top3: 0.5214 prec@top3: 0.4872 recall@top5: 0.7479 prec@top5: 0.4103 loss_action_cls: 0.0927 loss: 0.0927 2022/08/07 14:07:33 - mmengine - INFO - Epoch(train) [1][240/1441] lr: 2.0000e-02 eta: 13:38:11 time: 1.1360 data_time: 0.0353 memory: 18616 grad_norm: 0.1545 recall@thr=0.5: 0.4833 prec@thr=0.5: 0.6150 recall@top3: 0.7150 prec@top3: 0.6200 recall@top5: 0.9033 prec@top5: 0.4920 loss_action_cls: 0.0967 loss: 0.0967 2022/08/07 14:07:55 - mmengine - INFO - Epoch(train) [1][260/1441] lr: 2.0000e-02 eta: 13:15:03 time: 1.1013 data_time: 0.0525 memory: 18616 grad_norm: 0.1448 recall@thr=0.5: 0.4932 prec@thr=0.5: 0.7083 recall@top3: 0.6652 prec@top3: 0.5758 recall@top5: 0.8223 prec@top5: 0.4455 loss_action_cls: 0.0952 loss: 0.0952 2022/08/07 14:08:17 - mmengine - INFO - Epoch(train) [1][280/1441] lr: 2.0000e-02 eta: 12:55:00 time: 1.0966 data_time: 0.0408 memory: 18616 grad_norm: 0.1541 recall@thr=0.5: 0.5020 prec@thr=0.5: 0.5774 recall@top3: 0.7321 prec@top3: 0.5397 recall@top5: 0.8492 prec@top5: 0.3952 loss_action_cls: 0.0859 loss: 0.0859 2022/08/07 14:08:39 - mmengine - INFO - Epoch(train) [1][300/1441] lr: 2.0000e-02 eta: 12:37:30 time: 1.0943 data_time: 0.2443 memory: 18616 grad_norm: 0.1499 recall@thr=0.5: 0.6370 prec@thr=0.5: 0.6296 recall@top3: 0.7481 prec@top3: 0.5556 recall@top5: 0.8667 prec@top5: 0.3956 loss_action_cls: 0.0912 loss: 0.0912 2022/08/07 14:09:00 - mmengine - INFO - Epoch(train) [1][320/1441] lr: 2.0000e-02 eta: 12:20:54 time: 1.0521 data_time: 0.0374 memory: 18616 grad_norm: 0.1470 recall@thr=0.5: 0.5474 prec@thr=0.5: 0.6710 recall@top3: 0.7428 prec@top3: 0.6839 recall@top5: 0.8635 prec@top5: 0.4862 loss_action_cls: 0.0881 loss: 0.0881 2022/08/07 14:09:19 - mmengine - INFO - Epoch(train) [1][340/1441] lr: 2.0000e-02 eta: 12:03:33 time: 0.9570 data_time: 0.0431 memory: 18616 grad_norm: 0.1567 recall@thr=0.5: 0.4833 prec@thr=0.5: 0.6667 recall@top3: 0.6876 prec@top3: 0.5504 recall@top5: 0.8395 prec@top5: 0.4093 loss_action_cls: 0.0955 loss: 0.0955 2022/08/07 14:09:46 - mmengine - INFO - Epoch(train) [1][360/1441] lr: 2.0000e-02 eta: 11:58:14 time: 1.3419 data_time: 0.0433 memory: 18616 grad_norm: 0.1658 recall@thr=0.5: 0.4667 prec@thr=0.5: 0.5667 recall@top3: 0.6667 prec@top3: 0.4750 recall@top5: 0.8375 prec@top5: 0.3650 loss_action_cls: 0.1004 loss: 0.1004 2022/08/07 14:10:08 - mmengine - INFO - Epoch(train) [1][380/1441] lr: 2.0000e-02 eta: 11:47:41 time: 1.1117 data_time: 0.0414 memory: 18616 grad_norm: 0.1679 recall@thr=0.5: 0.4120 prec@thr=0.5: 0.6600 recall@top3: 0.6120 prec@top3: 0.6067 recall@top5: 0.8067 prec@top5: 0.4720 loss_action_cls: 0.0944 loss: 0.0944 2022/08/07 14:10:26 - mmengine - INFO - Epoch(train) [1][400/1441] lr: 2.0000e-02 eta: 11:32:26 time: 0.8700 data_time: 0.0422 memory: 18616 grad_norm: 0.1708 recall@thr=0.5: 0.3625 prec@thr=0.5: 0.5750 recall@top3: 0.5083 prec@top3: 0.4167 recall@top5: 0.7667 prec@top5: 0.4100 loss_action_cls: 0.0847 loss: 0.0847 2022/08/07 14:10:44 - mmengine - INFO - Epoch(train) [1][420/1441] lr: 2.0000e-02 eta: 11:19:52 time: 0.9261 data_time: 0.0402 memory: 18616 grad_norm: 0.1650 recall@thr=0.5: 0.4742 prec@thr=0.5: 0.5644 recall@top3: 0.6788 prec@top3: 0.5303 recall@top5: 0.7617 prec@top5: 0.3727 loss_action_cls: 0.1048 loss: 0.1048 2022/08/07 14:11:15 - mmengine - INFO - Epoch(train) [1][440/1441] lr: 2.0000e-02 eta: 11:22:16 time: 1.5702 data_time: 0.0414 memory: 18616 grad_norm: 0.1387 recall@thr=0.5: 0.5092 prec@thr=0.5: 0.6062 recall@top3: 0.6454 prec@top3: 0.5333 recall@top5: 0.8471 prec@top5: 0.4350 loss_action_cls: 0.0951 loss: 0.0951 2022/08/07 14:11:38 - mmengine - INFO - Epoch(train) [1][460/1441] lr: 2.0000e-02 eta: 11:15:31 time: 1.1372 data_time: 0.0417 memory: 18616 grad_norm: 0.1475 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.6074 recall@top3: 0.7704 prec@top3: 0.6000 recall@top5: 0.8778 prec@top5: 0.4178 loss_action_cls: 0.0966 loss: 0.0966 2022/08/07 14:11:56 - mmengine - INFO - Epoch(train) [1][480/1441] lr: 2.0000e-02 eta: 11:04:04 time: 0.8720 data_time: 0.0419 memory: 18616 grad_norm: 0.1531 recall@thr=0.5: 0.4111 prec@thr=0.5: 0.5593 recall@top3: 0.6741 prec@top3: 0.4889 recall@top5: 0.8481 prec@top5: 0.3778 loss_action_cls: 0.0823 loss: 0.0823 2022/08/07 14:12:19 - mmengine - INFO - Epoch(train) [1][500/1441] lr: 2.0000e-02 eta: 10:59:00 time: 1.1623 data_time: 0.0424 memory: 18616 grad_norm: 0.1415 recall@thr=0.5: 0.4444 prec@thr=0.5: 0.4826 recall@top3: 0.6875 prec@top3: 0.5278 recall@top5: 0.8264 prec@top5: 0.3958 loss_action_cls: 0.0890 loss: 0.0890 2022/08/07 14:12:40 - mmengine - INFO - Epoch(train) [1][520/1441] lr: 2.0000e-02 eta: 10:52:40 time: 1.0725 data_time: 0.0426 memory: 18616 grad_norm: 0.1614 recall@thr=0.5: 0.4368 prec@thr=0.5: 0.5930 recall@top3: 0.6756 prec@top3: 0.6512 recall@top5: 0.8620 prec@top5: 0.4977 loss_action_cls: 0.0966 loss: 0.0966 2022/08/07 14:13:00 - mmengine - INFO - Epoch(train) [1][540/1441] lr: 2.0000e-02 eta: 10:44:54 time: 0.9654 data_time: 0.0382 memory: 18616 grad_norm: 0.1572 recall@thr=0.5: 0.5602 prec@thr=0.5: 0.6944 recall@top3: 0.7515 prec@top3: 0.6358 recall@top5: 0.9074 prec@top5: 0.4704 loss_action_cls: 0.0970 loss: 0.0970 2022/08/07 14:13:24 - mmengine - INFO - Epoch(train) [1][560/1441] lr: 2.0000e-02 eta: 10:41:58 time: 1.2216 data_time: 0.0405 memory: 18616 grad_norm: 0.1639 recall@thr=0.5: 0.4211 prec@thr=0.5: 0.5570 recall@top3: 0.5614 prec@top3: 0.4211 recall@top5: 0.8202 prec@top5: 0.3842 loss_action_cls: 0.0915 loss: 0.0915 2022/08/07 14:13:50 - mmengine - INFO - Epoch(train) [1][580/1441] lr: 2.0000e-02 eta: 10:40:18 time: 1.2881 data_time: 0.0434 memory: 18616 grad_norm: 0.2004 recall@thr=0.5: 0.5037 prec@thr=0.5: 0.6250 recall@top3: 0.6676 prec@top3: 0.5463 recall@top5: 0.8593 prec@top5: 0.4167 loss_action_cls: 0.0827 loss: 0.0827 2022/08/07 14:14:11 - mmengine - INFO - Epoch(train) [1][600/1441] lr: 2.0000e-02 eta: 10:35:04 time: 1.0552 data_time: 0.0370 memory: 18616 grad_norm: 0.1525 recall@thr=0.5: 0.4593 prec@thr=0.5: 0.4593 recall@top3: 0.5870 prec@top3: 0.3778 recall@top5: 0.7741 prec@top5: 0.3289 loss_action_cls: 0.0907 loss: 0.0907 2022/08/07 14:14:35 - mmengine - INFO - Epoch(train) [1][620/1441] lr: 2.0000e-02 eta: 10:32:38 time: 1.2194 data_time: 0.2425 memory: 18616 grad_norm: 0.1539 recall@thr=0.5: 0.3730 prec@thr=0.5: 0.6274 recall@top3: 0.6349 prec@top3: 0.5975 recall@top5: 0.8107 prec@top5: 0.4566 loss_action_cls: 0.0916 loss: 0.0916 2022/08/07 14:15:04 - mmengine - INFO - Epoch(train) [1][640/1441] lr: 2.0000e-02 eta: 10:33:26 time: 1.4310 data_time: 0.0550 memory: 18616 grad_norm: 0.1329 recall@thr=0.5: 0.5015 prec@thr=0.5: 0.7778 recall@top3: 0.7018 prec@top3: 0.6491 recall@top5: 0.8436 prec@top5: 0.4842 loss_action_cls: 0.0909 loss: 0.0909 2022/08/07 14:15:21 - mmengine - INFO - Epoch(train) [1][660/1441] lr: 2.0000e-02 eta: 10:26:12 time: 0.8720 data_time: 0.0531 memory: 18616 grad_norm: 0.1620 recall@thr=0.5: 0.4819 prec@thr=0.5: 0.5652 recall@top3: 0.6449 prec@top3: 0.5870 recall@top5: 0.8152 prec@top5: 0.4261 loss_action_cls: 0.0774 loss: 0.0774 2022/08/07 14:15:41 - mmengine - INFO - Epoch(train) [1][680/1441] lr: 2.0000e-02 eta: 10:21:13 time: 1.0049 data_time: 0.0437 memory: 18616 grad_norm: 0.1476 recall@thr=0.5: 0.5248 prec@thr=0.5: 0.5515 recall@top3: 0.6806 prec@top3: 0.4606 recall@top5: 0.8464 prec@top5: 0.3527 loss_action_cls: 0.0930 loss: 0.0930 2022/08/07 14:16:15 - mmengine - INFO - Epoch(train) [1][700/1441] lr: 2.0000e-02 eta: 10:25:18 time: 1.6622 data_time: 0.0349 memory: 18616 grad_norm: 0.1503 recall@thr=0.5: 0.5461 prec@thr=0.5: 0.7057 recall@top3: 0.7358 prec@top3: 0.6454 recall@top5: 0.9468 prec@top5: 0.4894 loss_action_cls: 0.0996 loss: 0.0996 2022/08/07 14:16:42 - mmengine - INFO - Epoch(train) [1][720/1441] lr: 2.0000e-02 eta: 10:25:27 time: 1.3802 data_time: 0.0419 memory: 18616 grad_norm: 0.1467 recall@thr=0.5: 0.3849 prec@thr=0.5: 0.6415 recall@top3: 0.6632 prec@top3: 0.6478 recall@top5: 0.8192 prec@top5: 0.4981 loss_action_cls: 0.0876 loss: 0.0876 2022/08/07 14:17:02 - mmengine - INFO - Epoch(train) [1][740/1441] lr: 2.0000e-02 eta: 10:20:41 time: 0.9938 data_time: 0.0440 memory: 18616 grad_norm: 0.1433 recall@thr=0.5: 0.4850 prec@thr=0.5: 0.6800 recall@top3: 0.6250 prec@top3: 0.5867 recall@top5: 0.8050 prec@top5: 0.4680 loss_action_cls: 0.0917 loss: 0.0917 2022/08/07 14:17:24 - mmengine - INFO - Epoch(train) [1][760/1441] lr: 2.0000e-02 eta: 10:17:31 time: 1.1049 data_time: 0.0399 memory: 18616 grad_norm: 0.1546 recall@thr=0.5: 0.4631 prec@thr=0.5: 0.5408 recall@top3: 0.6599 prec@top3: 0.5319 recall@top5: 0.8564 prec@top5: 0.4298 loss_action_cls: 0.0816 loss: 0.0816 2022/08/07 14:17:46 - mmengine - INFO - Epoch(train) [1][780/1441] lr: 2.0000e-02 eta: 10:14:28 time: 1.1028 data_time: 0.0405 memory: 18616 grad_norm: 0.1581 recall@thr=0.5: 0.6078 prec@thr=0.5: 0.6340 recall@top3: 0.7327 prec@top3: 0.6013 recall@top5: 0.8745 prec@top5: 0.4353 loss_action_cls: 0.0944 loss: 0.0944 2022/08/07 14:18:04 - mmengine - INFO - Epoch(train) [1][800/1441] lr: 2.0000e-02 eta: 10:08:50 time: 0.8702 data_time: 0.0401 memory: 18616 grad_norm: 0.1565 recall@thr=0.5: 0.4090 prec@thr=0.5: 0.5024 recall@top3: 0.5838 prec@top3: 0.5238 recall@top5: 0.8510 prec@top5: 0.4514 loss_action_cls: 0.1004 loss: 0.1004 2022/08/07 14:18:28 - mmengine - INFO - Epoch(train) [1][820/1441] lr: 2.0000e-02 eta: 10:07:05 time: 1.1884 data_time: 0.0403 memory: 18616 grad_norm: 0.1656 recall@thr=0.5: 0.5654 prec@thr=0.5: 0.7108 recall@top3: 0.6830 prec@top3: 0.5882 recall@top5: 0.9183 prec@top5: 0.4627 loss_action_cls: 0.0854 loss: 0.0854 2022/08/07 14:18:47 - mmengine - INFO - Epoch(train) [1][840/1441] lr: 2.0000e-02 eta: 10:03:09 time: 0.9852 data_time: 0.0406 memory: 18616 grad_norm: 0.1562 recall@thr=0.5: 0.6182 prec@thr=0.5: 0.7093 recall@top3: 0.7481 prec@top3: 0.6202 recall@top5: 0.9264 prec@top5: 0.4698 loss_action_cls: 0.0846 loss: 0.0846 2022/08/07 14:19:05 - mmengine - INFO - Epoch(train) [1][860/1441] lr: 2.0000e-02 eta: 9:58:31 time: 0.9055 data_time: 0.0371 memory: 18616 grad_norm: 0.1459 recall@thr=0.5: 0.5803 prec@thr=0.5: 0.6795 recall@top3: 0.7615 prec@top3: 0.5983 recall@top5: 0.9385 prec@top5: 0.4513 loss_action_cls: 0.0851 loss: 0.0851 2022/08/07 14:19:26 - mmengine - INFO - Epoch(train) [1][880/1441] lr: 2.0000e-02 eta: 9:55:17 time: 1.0203 data_time: 0.0334 memory: 18616 grad_norm: 0.1545 recall@thr=0.5: 0.6822 prec@thr=0.5: 0.6822 recall@top3: 0.7287 prec@top3: 0.5504 recall@top5: 0.8527 prec@top5: 0.3953 loss_action_cls: 0.0864 loss: 0.0864 2022/08/07 14:19:51 - mmengine - INFO - Epoch(train) [1][900/1441] lr: 2.0000e-02 eta: 9:54:43 time: 1.2643 data_time: 0.0365 memory: 18616 grad_norm: 0.1746 recall@thr=0.5: 0.5112 prec@thr=0.5: 0.5801 recall@top3: 0.6587 prec@top3: 0.5962 recall@top5: 0.7853 prec@top5: 0.4269 loss_action_cls: 0.0869 loss: 0.0869 2022/08/07 14:20:13 - mmengine - INFO - Epoch(train) [1][920/1441] lr: 2.0000e-02 eta: 9:52:29 time: 1.0985 data_time: 0.0364 memory: 18616 grad_norm: 0.1671 recall@thr=0.5: 0.5549 prec@thr=0.5: 0.6288 recall@top3: 0.7292 prec@top3: 0.5682 recall@top5: 0.8485 prec@top5: 0.4091 loss_action_cls: 0.0826 loss: 0.0826 2022/08/07 14:20:38 - mmengine - INFO - Epoch(train) [1][940/1441] lr: 2.0000e-02 eta: 9:51:39 time: 1.2341 data_time: 0.0482 memory: 18616 grad_norm: 0.1466 recall@thr=0.5: 0.5729 prec@thr=0.5: 0.6536 recall@top3: 0.6875 prec@top3: 0.5893 recall@top5: 0.8705 prec@top5: 0.4429 loss_action_cls: 0.0890 loss: 0.0890 2022/08/07 14:21:04 - mmengine - INFO - Epoch(train) [1][960/1441] lr: 2.0000e-02 eta: 9:51:26 time: 1.2940 data_time: 0.4048 memory: 18616 grad_norm: 0.1567 recall@thr=0.5: 0.4825 prec@thr=0.5: 0.5811 recall@top3: 0.6996 prec@top3: 0.5439 recall@top5: 0.9189 prec@top5: 0.4105 loss_action_cls: 0.0927 loss: 0.0927 2022/08/07 14:21:27 - mmengine - INFO - Epoch(train) [1][980/1441] lr: 2.0000e-02 eta: 9:49:54 time: 1.1572 data_time: 0.0501 memory: 18616 grad_norm: 0.1552 recall@thr=0.5: 0.5136 prec@thr=0.5: 0.7190 recall@top3: 0.7655 prec@top3: 0.6202 recall@top5: 0.8934 prec@top5: 0.4465 loss_action_cls: 0.0881 loss: 0.0881 2022/08/07 14:21:44 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 14:21:44 - mmengine - INFO - Epoch(train) [1][1000/1441] lr: 2.0000e-02 eta: 9:45:49 time: 0.8767 data_time: 0.0323 memory: 18616 grad_norm: 0.1467 recall@thr=0.5: 0.5127 prec@thr=0.5: 0.7536 recall@top3: 0.6866 prec@top3: 0.6449 recall@top5: 0.8913 prec@top5: 0.5174 loss_action_cls: 0.0795 loss: 0.0795 2022/08/07 14:22:02 - mmengine - INFO - Epoch(train) [1][1020/1441] lr: 2.0000e-02 eta: 9:41:47 time: 0.8661 data_time: 0.0417 memory: 18616 grad_norm: 0.1477 recall@thr=0.5: 0.5150 prec@thr=0.5: 0.7009 recall@top3: 0.6966 prec@top3: 0.6068 recall@top5: 0.8868 prec@top5: 0.4769 loss_action_cls: 0.0894 loss: 0.0894 2022/08/07 14:22:26 - mmengine - INFO - Epoch(train) [1][1040/1441] lr: 2.0000e-02 eta: 9:41:08 time: 1.2290 data_time: 0.0374 memory: 18616 grad_norm: 0.1532 recall@thr=0.5: 0.5170 prec@thr=0.5: 0.6326 recall@top3: 0.7311 prec@top3: 0.5909 recall@top5: 0.8750 prec@top5: 0.4227 loss_action_cls: 0.0792 loss: 0.0792 2022/08/07 14:22:48 - mmengine - INFO - Epoch(train) [1][1060/1441] lr: 2.0000e-02 eta: 9:39:23 time: 1.1019 data_time: 0.0421 memory: 18616 grad_norm: 0.1432 recall@thr=0.5: 0.4575 prec@thr=0.5: 0.4592 recall@top3: 0.7857 prec@top3: 0.4762 recall@top5: 0.8997 prec@top5: 0.3429 loss_action_cls: 0.0827 loss: 0.0827 2022/08/07 14:23:05 - mmengine - INFO - Epoch(train) [1][1080/1441] lr: 2.0000e-02 eta: 9:35:37 time: 0.8624 data_time: 0.0398 memory: 18616 grad_norm: 0.1478 recall@thr=0.5: 0.5174 prec@thr=0.5: 0.7671 recall@top3: 0.6337 prec@top3: 0.5969 recall@top5: 0.9264 prec@top5: 0.5023 loss_action_cls: 0.0853 loss: 0.0853 2022/08/07 14:23:26 - mmengine - INFO - Epoch(train) [1][1100/1441] lr: 2.0000e-02 eta: 9:33:28 time: 1.0388 data_time: 0.0448 memory: 18616 grad_norm: 0.1680 recall@thr=0.5: 0.4396 prec@thr=0.5: 0.6076 recall@top3: 0.6257 prec@top3: 0.5625 recall@top5: 0.8722 prec@top5: 0.4542 loss_action_cls: 0.0838 loss: 0.0838 2022/08/07 14:23:52 - mmengine - INFO - Epoch(train) [1][1120/1441] lr: 2.0000e-02 eta: 9:33:32 time: 1.2989 data_time: 0.0355 memory: 18616 grad_norm: 0.1585 recall@thr=0.5: 0.5548 prec@thr=0.5: 0.6344 recall@top3: 0.6844 prec@top3: 0.6183 recall@top5: 0.8220 prec@top5: 0.4548 loss_action_cls: 0.0995 loss: 0.0995 2022/08/07 14:24:09 - mmengine - INFO - Epoch(train) [1][1140/1441] lr: 2.0000e-02 eta: 9:29:52 time: 0.8403 data_time: 0.0389 memory: 18616 grad_norm: 0.1508 recall@thr=0.5: 0.5992 prec@thr=0.5: 0.6587 recall@top3: 0.7163 prec@top3: 0.5079 recall@top5: 0.8532 prec@top5: 0.3667 loss_action_cls: 0.0865 loss: 0.0865 2022/08/07 14:24:26 - mmengine - INFO - Epoch(train) [1][1160/1441] lr: 2.0000e-02 eta: 9:26:19 time: 0.8407 data_time: 0.0372 memory: 18616 grad_norm: 0.1489 recall@thr=0.5: 0.4370 prec@thr=0.5: 0.4963 recall@top3: 0.6407 prec@top3: 0.5185 recall@top5: 0.8074 prec@top5: 0.3911 loss_action_cls: 0.0946 loss: 0.0946 2022/08/07 14:24:50 - mmengine - INFO - Epoch(train) [1][1180/1441] lr: 2.0000e-02 eta: 9:25:45 time: 1.2077 data_time: 0.0445 memory: 18616 grad_norm: 0.1454 recall@thr=0.5: 0.5575 prec@thr=0.5: 0.6528 recall@top3: 0.7123 prec@top3: 0.5873 recall@top5: 0.8770 prec@top5: 0.4524 loss_action_cls: 0.0858 loss: 0.0858 2022/08/07 14:25:08 - mmengine - INFO - Epoch(train) [1][1200/1441] lr: 2.0000e-02 eta: 9:22:43 time: 0.8866 data_time: 0.0459 memory: 18616 grad_norm: 0.1362 recall@thr=0.5: 0.5516 prec@thr=0.5: 0.7302 recall@top3: 0.7579 prec@top3: 0.6587 recall@top5: 0.9087 prec@top5: 0.4857 loss_action_cls: 0.0855 loss: 0.0855 2022/08/07 14:25:31 - mmengine - INFO - Epoch(train) [1][1220/1441] lr: 2.0000e-02 eta: 9:21:44 time: 1.1470 data_time: 0.3035 memory: 18616 grad_norm: 0.1498 recall@thr=0.5: 0.5739 prec@thr=0.5: 0.6474 recall@top3: 0.7598 prec@top3: 0.6239 recall@top5: 0.8423 prec@top5: 0.4308 loss_action_cls: 0.0929 loss: 0.0929 2022/08/07 14:25:59 - mmengine - INFO - Epoch(train) [1][1240/1441] lr: 2.0000e-02 eta: 9:22:40 time: 1.4001 data_time: 0.0368 memory: 18616 grad_norm: 0.1484 recall@thr=0.5: 0.4444 prec@thr=0.5: 0.4981 recall@top3: 0.6389 prec@top3: 0.4722 recall@top5: 0.8565 prec@top5: 0.3889 loss_action_cls: 0.0872 loss: 0.0872 2022/08/07 14:26:37 - mmengine - INFO - Epoch(train) [1][1260/1441] lr: 2.0000e-02 eta: 9:27:29 time: 1.9415 data_time: 0.0391 memory: 18616 grad_norm: 0.1453 recall@thr=0.5: 0.5738 prec@thr=0.5: 0.7755 recall@top3: 0.7320 prec@top3: 0.6259 recall@top5: 0.9031 prec@top5: 0.4653 loss_action_cls: 0.0886 loss: 0.0886 2022/08/07 14:27:01 - mmengine - INFO - Epoch(train) [1][1280/1441] lr: 2.0000e-02 eta: 9:26:39 time: 1.1778 data_time: 0.0377 memory: 18616 grad_norm: 0.1403 recall@thr=0.5: 0.5950 prec@thr=0.5: 0.5814 recall@top3: 0.7074 prec@top3: 0.5504 recall@top5: 0.8391 prec@top5: 0.4093 loss_action_cls: 0.0835 loss: 0.0835 2022/08/07 14:27:25 - mmengine - INFO - Epoch(train) [1][1300/1441] lr: 2.0000e-02 eta: 9:25:57 time: 1.1927 data_time: 0.0370 memory: 18616 grad_norm: 0.1358 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6875 recall@top3: 0.7667 prec@top3: 0.6250 recall@top5: 0.9229 prec@top5: 0.4650 loss_action_cls: 0.0734 loss: 0.0734 2022/08/07 14:27:47 - mmengine - INFO - Epoch(train) [1][1320/1441] lr: 2.0000e-02 eta: 9:24:34 time: 1.0935 data_time: 0.0448 memory: 18616 grad_norm: 0.1385 recall@thr=0.5: 0.4553 prec@thr=0.5: 0.5289 recall@top3: 0.6829 prec@top3: 0.5447 recall@top5: 0.7967 prec@top5: 0.3805 loss_action_cls: 0.0859 loss: 0.0859 2022/08/07 14:28:07 - mmengine - INFO - Epoch(train) [1][1340/1441] lr: 2.0000e-02 eta: 9:22:42 time: 1.0182 data_time: 0.0416 memory: 18616 grad_norm: 0.1561 recall@thr=0.5: 0.4563 prec@thr=0.5: 0.7458 recall@top3: 0.6808 prec@top3: 0.6083 recall@top5: 0.9008 prec@top5: 0.5050 loss_action_cls: 0.0892 loss: 0.0892 2022/08/07 14:28:26 - mmengine - INFO - Epoch(train) [1][1360/1441] lr: 2.0000e-02 eta: 9:20:14 time: 0.9235 data_time: 0.0425 memory: 18616 grad_norm: 0.1481 recall@thr=0.5: 0.5448 prec@thr=0.5: 0.6480 recall@top3: 0.7299 prec@top3: 0.6609 recall@top5: 0.9155 prec@top5: 0.5069 loss_action_cls: 0.0842 loss: 0.0842 2022/08/07 14:28:46 - mmengine - INFO - Epoch(train) [1][1380/1441] lr: 2.0000e-02 eta: 9:18:19 time: 0.9973 data_time: 0.0407 memory: 18616 grad_norm: 0.1336 recall@thr=0.5: 0.5491 prec@thr=0.5: 0.5789 recall@top3: 0.7702 prec@top3: 0.5000 recall@top5: 0.9333 prec@top5: 0.3579 loss_action_cls: 0.0864 loss: 0.0864 2022/08/07 14:29:05 - mmengine - INFO - Epoch(train) [1][1400/1441] lr: 2.0000e-02 eta: 9:16:22 time: 0.9832 data_time: 0.0452 memory: 18616 grad_norm: 0.1443 recall@thr=0.5: 0.6224 prec@thr=0.5: 0.7007 recall@top3: 0.7245 prec@top3: 0.5510 recall@top5: 0.8469 prec@top5: 0.4041 loss_action_cls: 0.0861 loss: 0.0861 2022/08/07 14:29:29 - mmengine - INFO - Epoch(train) [1][1420/1441] lr: 2.0000e-02 eta: 9:15:48 time: 1.1936 data_time: 0.0327 memory: 18616 grad_norm: 0.1406 recall@thr=0.5: 0.5548 prec@thr=0.5: 0.6778 recall@top3: 0.6978 prec@top3: 0.6667 recall@top5: 0.8644 prec@top5: 0.4933 loss_action_cls: 0.0771 loss: 0.0771 2022/08/07 14:29:47 - mmengine - INFO - Epoch(train) [1][1440/1441] lr: 2.0000e-02 eta: 9:13:13 time: 0.8734 data_time: 0.0402 memory: 18616 grad_norm: 0.1416 recall@thr=0.5: 0.6159 prec@thr=0.5: 0.6593 recall@top3: 0.7419 prec@top3: 0.6016 recall@top5: 0.8801 prec@top5: 0.4488 loss_action_cls: 0.0767 loss: 0.0767 2022/08/07 14:30:06 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 14:30:06 - mmengine - INFO - Epoch(train) [1][1441/1441] lr: 2.0000e-02 eta: 9:13:13 time: 1.8128 data_time: 0.0395 memory: 45776 grad_norm: 0.1454 recall@thr=0.5: 0.4563 prec@thr=0.5: 0.5238 recall@top3: 0.6429 prec@top3: 0.5556 recall@top5: 0.8651 prec@top5: 0.4667 loss_action_cls: 0.0784 loss: 0.0784 2022/08/07 14:30:06 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/08/07 14:31:15 - mmengine - INFO - Epoch(val) [1][20/6282] eta: 5:33:26 time: 3.1949 data_time: 2.8042 memory: 37584 2022/08/07 14:31:19 - mmengine - INFO - Epoch(val) [1][40/6282] eta: 0:18:17 time: 0.1758 data_time: 0.1467 memory: 663 2022/08/07 14:31:22 - mmengine - INFO - Epoch(val) [1][60/6282] eta: 0:17:42 time: 0.1708 data_time: 0.1399 memory: 663 2022/08/07 14:31:26 - mmengine - INFO - Epoch(val) [1][80/6282] eta: 0:18:39 time: 0.1805 data_time: 0.1472 memory: 663 2022/08/07 14:31:27 - mmengine - INFO - Epoch(val) [1][100/6282] eta: 0:06:31 time: 0.0634 data_time: 0.0305 memory: 663 2022/08/07 14:31:41 - mmengine - INFO - Epoch(val) [1][120/6282] eta: 1:11:23 time: 0.6952 data_time: 0.0379 memory: 37607 2022/08/07 14:31:46 - mmengine - INFO - Epoch(val) [1][140/6282] eta: 0:28:18 time: 0.2765 data_time: 0.2364 memory: 726 2022/08/07 14:31:48 - mmengine - INFO - Epoch(val) [1][160/6282] eta: 0:08:28 time: 0.0831 data_time: 0.0428 memory: 726 2022/08/07 14:31:49 - mmengine - INFO - Epoch(val) [1][180/6282] eta: 0:04:18 time: 0.0423 data_time: 0.0027 memory: 726 2022/08/07 14:31:56 - mmengine - INFO - Epoch(val) [1][200/6282] eta: 0:36:59 time: 0.3650 data_time: 0.0031 memory: 37588 2022/08/07 14:31:57 - mmengine - INFO - Epoch(val) [1][220/6282] eta: 0:03:33 time: 0.0353 data_time: 0.0026 memory: 676 2022/08/07 14:31:58 - mmengine - INFO - Epoch(val) [1][240/6282] eta: 0:05:51 time: 0.0582 data_time: 0.0256 memory: 676 2022/08/07 14:31:59 - mmengine - INFO - Epoch(val) [1][260/6282] eta: 0:04:22 time: 0.0436 data_time: 0.0103 memory: 676 2022/08/07 14:32:00 - mmengine - INFO - Epoch(val) [1][280/6282] eta: 0:04:31 time: 0.0453 data_time: 0.0060 memory: 676 2022/08/07 14:32:06 - mmengine - INFO - Epoch(val) [1][300/6282] eta: 0:31:07 time: 0.3122 data_time: 0.2732 memory: 726 2022/08/07 14:32:07 - mmengine - INFO - Epoch(val) [1][320/6282] eta: 0:05:19 time: 0.0536 data_time: 0.0122 memory: 726 2022/08/07 14:32:10 - mmengine - INFO - Epoch(val) [1][340/6282] eta: 0:12:48 time: 0.1293 data_time: 0.0910 memory: 726 2022/08/07 14:32:11 - mmengine - INFO - Epoch(val) [1][360/6282] eta: 0:08:25 time: 0.0854 data_time: 0.0431 memory: 726 2022/08/07 14:32:15 - mmengine - INFO - Epoch(val) [1][380/6282] eta: 0:17:51 time: 0.1815 data_time: 0.1389 memory: 726 2022/08/07 14:32:18 - mmengine - INFO - Epoch(val) [1][400/6282] eta: 0:14:42 time: 0.1501 data_time: 0.1032 memory: 6392 2022/08/07 14:32:21 - mmengine - INFO - Epoch(val) [1][420/6282] eta: 0:11:55 time: 0.1221 data_time: 0.0895 memory: 677 2022/08/07 14:32:24 - mmengine - INFO - Epoch(val) [1][440/6282] eta: 0:18:08 time: 0.1864 data_time: 0.1489 memory: 677 2022/08/07 14:32:26 - mmengine - INFO - Epoch(val) [1][460/6282] eta: 0:06:33 time: 0.0675 data_time: 0.0359 memory: 677 2022/08/07 14:32:29 - mmengine - INFO - Epoch(val) [1][480/6282] eta: 0:16:38 time: 0.1721 data_time: 0.1366 memory: 677 2022/08/07 14:32:31 - mmengine - INFO - Epoch(val) [1][500/6282] eta: 0:07:12 time: 0.0748 data_time: 0.0440 memory: 677 2022/08/07 14:32:32 - mmengine - INFO - Epoch(val) [1][520/6282] eta: 0:05:30 time: 0.0574 data_time: 0.0251 memory: 676 2022/08/07 14:32:33 - mmengine - INFO - Epoch(val) [1][540/6282] eta: 0:06:15 time: 0.0654 data_time: 0.0320 memory: 676 2022/08/07 14:32:34 - mmengine - INFO - Epoch(val) [1][560/6282] eta: 0:03:14 time: 0.0340 data_time: 0.0026 memory: 676 2022/08/07 14:32:35 - mmengine - INFO - Epoch(val) [1][580/6282] eta: 0:04:00 time: 0.0422 data_time: 0.0089 memory: 676 2022/08/07 14:32:36 - mmengine - INFO - Epoch(val) [1][600/6282] eta: 0:05:11 time: 0.0548 data_time: 0.0030 memory: 676 2022/08/07 14:32:39 - mmengine - INFO - Epoch(val) [1][620/6282] eta: 0:15:55 time: 0.1688 data_time: 0.0029 memory: 37587 2022/08/07 14:32:40 - mmengine - INFO - Epoch(val) [1][640/6282] eta: 0:03:57 time: 0.0422 data_time: 0.0090 memory: 670 2022/08/07 14:32:41 - mmengine - INFO - Epoch(val) [1][660/6282] eta: 0:03:09 time: 0.0337 data_time: 0.0025 memory: 670 2022/08/07 14:32:42 - mmengine - INFO - Epoch(val) [1][680/6282] eta: 0:05:11 time: 0.0556 data_time: 0.0252 memory: 670 2022/08/07 14:32:42 - mmengine - INFO - Epoch(val) [1][700/6282] eta: 0:03:20 time: 0.0359 data_time: 0.0022 memory: 670 2022/08/07 14:32:45 - mmengine - INFO - Epoch(val) [1][720/6282] eta: 0:10:58 time: 0.1184 data_time: 0.0760 memory: 726 2022/08/07 14:32:49 - mmengine - INFO - Epoch(val) [1][740/6282] eta: 0:19:12 time: 0.2080 data_time: 0.1407 memory: 726 2022/08/07 14:32:52 - mmengine - INFO - Epoch(val) [1][760/6282] eta: 0:16:19 time: 0.1774 data_time: 0.1219 memory: 726 2022/08/07 14:32:55 - mmengine - INFO - Epoch(val) [1][780/6282] eta: 0:10:27 time: 0.1141 data_time: 0.0712 memory: 726 2022/08/07 14:32:58 - mmengine - INFO - Epoch(val) [1][800/6282] eta: 0:13:19 time: 0.1458 data_time: 0.1014 memory: 726 2022/08/07 14:32:59 - mmengine - INFO - Epoch(val) [1][820/6282] eta: 0:06:48 time: 0.0748 data_time: 0.0278 memory: 726 2022/08/07 14:33:00 - mmengine - INFO - Epoch(val) [1][840/6282] eta: 0:04:28 time: 0.0494 data_time: 0.0070 memory: 676 2022/08/07 14:33:01 - mmengine - INFO - Epoch(val) [1][860/6282] eta: 0:05:57 time: 0.0660 data_time: 0.0264 memory: 676 2022/08/07 14:33:03 - mmengine - INFO - Epoch(val) [1][880/6282] eta: 0:07:32 time: 0.0837 data_time: 0.0477 memory: 676 2022/08/07 14:33:05 - mmengine - INFO - Epoch(val) [1][900/6282] eta: 0:07:21 time: 0.0821 data_time: 0.0475 memory: 676 2022/08/07 14:33:06 - mmengine - INFO - Epoch(val) [1][920/6282] eta: 0:04:28 time: 0.0500 data_time: 0.0172 memory: 676 2022/08/07 14:33:07 - mmengine - INFO - Epoch(val) [1][940/6282] eta: 0:04:58 time: 0.0559 data_time: 0.0128 memory: 663 2022/08/07 14:33:08 - mmengine - INFO - Epoch(val) [1][960/6282] eta: 0:03:58 time: 0.0449 data_time: 0.0054 memory: 663 2022/08/07 14:33:09 - mmengine - INFO - Epoch(val) [1][980/6282] eta: 0:06:28 time: 0.0733 data_time: 0.0058 memory: 663 2022/08/07 14:33:10 - mmengine - INFO - Epoch(val) [1][1000/6282] eta: 0:04:35 time: 0.0521 data_time: 0.0049 memory: 663 2022/08/07 14:33:12 - mmengine - INFO - Epoch(val) [1][1020/6282] eta: 0:05:21 time: 0.0612 data_time: 0.0213 memory: 676 2022/08/07 14:33:13 - mmengine - INFO - Epoch(val) [1][1040/6282] eta: 0:05:14 time: 0.0600 data_time: 0.0167 memory: 676 2022/08/07 14:33:14 - mmengine - INFO - Epoch(val) [1][1060/6282] eta: 0:04:03 time: 0.0466 data_time: 0.0062 memory: 676 2022/08/07 14:33:15 - mmengine - INFO - Epoch(val) [1][1080/6282] eta: 0:04:31 time: 0.0522 data_time: 0.0143 memory: 676 2022/08/07 14:33:16 - mmengine - INFO - Epoch(val) [1][1100/6282] eta: 0:04:21 time: 0.0505 data_time: 0.0130 memory: 676 2022/08/07 14:33:18 - mmengine - INFO - Epoch(val) [1][1120/6282] eta: 0:08:06 time: 0.0942 data_time: 0.0605 memory: 676 2022/08/07 14:33:19 - mmengine - INFO - Epoch(val) [1][1140/6282] eta: 0:07:46 time: 0.0908 data_time: 0.0539 memory: 676 2022/08/07 14:33:20 - mmengine - INFO - Epoch(val) [1][1160/6282] eta: 0:03:48 time: 0.0447 data_time: 0.0052 memory: 676 2022/08/07 14:33:21 - mmengine - INFO - Epoch(val) [1][1180/6282] eta: 0:03:53 time: 0.0459 data_time: 0.0119 memory: 676 2022/08/07 14:33:23 - mmengine - INFO - Epoch(val) [1][1200/6282] eta: 0:05:44 time: 0.0679 data_time: 0.0342 memory: 676 2022/08/07 14:33:24 - mmengine - INFO - Epoch(val) [1][1220/6282] eta: 0:05:08 time: 0.0609 data_time: 0.0260 memory: 676 2022/08/07 14:33:28 - mmengine - INFO - Epoch(val) [1][1240/6282] eta: 0:17:51 time: 0.2125 data_time: 0.1640 memory: 726 2022/08/07 14:33:32 - mmengine - INFO - Epoch(val) [1][1260/6282] eta: 0:14:54 time: 0.1782 data_time: 0.1189 memory: 726 2022/08/07 14:33:35 - mmengine - INFO - Epoch(val) [1][1280/6282] eta: 0:12:33 time: 0.1507 data_time: 0.1043 memory: 726 2022/08/07 14:33:38 - mmengine - INFO - Epoch(val) [1][1300/6282] eta: 0:14:00 time: 0.1686 data_time: 0.1225 memory: 726 2022/08/07 14:33:41 - mmengine - INFO - Epoch(val) [1][1320/6282] eta: 0:13:43 time: 0.1659 data_time: 0.1192 memory: 726 2022/08/07 14:33:44 - mmengine - INFO - Epoch(val) [1][1340/6282] eta: 0:10:58 time: 0.1332 data_time: 0.0827 memory: 726 2022/08/07 14:33:48 - mmengine - INFO - Epoch(val) [1][1360/6282] eta: 0:15:23 time: 0.1877 data_time: 0.1376 memory: 726 2022/08/07 14:33:51 - mmengine - INFO - Epoch(val) [1][1380/6282] eta: 0:14:18 time: 0.1750 data_time: 0.1005 memory: 726 2022/08/07 14:33:54 - mmengine - INFO - Epoch(val) [1][1400/6282] eta: 0:12:51 time: 0.1579 data_time: 0.1082 memory: 726 2022/08/07 14:33:57 - mmengine - INFO - Epoch(val) [1][1420/6282] eta: 0:09:09 time: 0.1130 data_time: 0.0667 memory: 726 2022/08/07 14:33:58 - mmengine - INFO - Epoch(val) [1][1440/6282] eta: 0:05:04 time: 0.0629 data_time: 0.0225 memory: 726 2022/08/07 14:33:59 - mmengine - INFO - Epoch(val) [1][1460/6282] eta: 0:04:44 time: 0.0589 data_time: 0.0175 memory: 726 2022/08/07 14:34:01 - mmengine - INFO - Epoch(val) [1][1480/6282] eta: 0:05:49 time: 0.0728 data_time: 0.0288 memory: 726 2022/08/07 14:34:02 - mmengine - INFO - Epoch(val) [1][1500/6282] eta: 0:06:54 time: 0.0867 data_time: 0.0268 memory: 726 2022/08/07 14:34:11 - mmengine - INFO - Epoch(val) [1][1520/6282] eta: 0:35:07 time: 0.4425 data_time: 0.0287 memory: 37635 2022/08/07 14:34:13 - mmengine - INFO - Epoch(val) [1][1540/6282] eta: 0:06:06 time: 0.0773 data_time: 0.0042 memory: 798 2022/08/07 14:34:14 - mmengine - INFO - Epoch(val) [1][1560/6282] eta: 0:04:10 time: 0.0530 data_time: 0.0038 memory: 798 2022/08/07 14:34:15 - mmengine - INFO - Epoch(val) [1][1580/6282] eta: 0:05:43 time: 0.0730 data_time: 0.0246 memory: 798 2022/08/07 14:34:16 - mmengine - INFO - Epoch(val) [1][1600/6282] eta: 0:04:17 time: 0.0551 data_time: 0.0064 memory: 798 2022/08/07 14:34:18 - mmengine - INFO - Epoch(val) [1][1620/6282] eta: 0:04:38 time: 0.0597 data_time: 0.0049 memory: 798 2022/08/07 14:34:19 - mmengine - INFO - Epoch(val) [1][1640/6282] eta: 0:04:31 time: 0.0584 data_time: 0.0058 memory: 726 2022/08/07 14:34:21 - mmengine - INFO - Epoch(val) [1][1660/6282] eta: 0:06:53 time: 0.0895 data_time: 0.0369 memory: 726 2022/08/07 14:34:22 - mmengine - INFO - Epoch(val) [1][1680/6282] eta: 0:06:23 time: 0.0834 data_time: 0.0341 memory: 726 2022/08/07 14:34:24 - mmengine - INFO - Epoch(val) [1][1700/6282] eta: 0:06:56 time: 0.0908 data_time: 0.0447 memory: 726 2022/08/07 14:34:25 - mmengine - INFO - Epoch(val) [1][1720/6282] eta: 0:04:20 time: 0.0571 data_time: 0.0115 memory: 726 2022/08/07 14:34:27 - mmengine - INFO - Epoch(val) [1][1740/6282] eta: 0:06:00 time: 0.0793 data_time: 0.0360 memory: 726 2022/08/07 14:34:30 - mmengine - INFO - Epoch(val) [1][1760/6282] eta: 0:13:35 time: 0.1803 data_time: 0.1329 memory: 726 2022/08/07 14:34:32 - mmengine - INFO - Epoch(val) [1][1780/6282] eta: 0:06:03 time: 0.0808 data_time: 0.0414 memory: 726 2022/08/07 14:34:34 - mmengine - INFO - Epoch(val) [1][1800/6282] eta: 0:08:14 time: 0.1103 data_time: 0.0405 memory: 726 2022/08/07 14:34:35 - mmengine - INFO - Epoch(val) [1][1820/6282] eta: 0:03:04 time: 0.0415 data_time: 0.0025 memory: 726 2022/08/07 14:34:37 - mmengine - INFO - Epoch(val) [1][1840/6282] eta: 0:08:15 time: 0.1115 data_time: 0.0676 memory: 726 2022/08/07 14:34:39 - mmengine - INFO - Epoch(val) [1][1860/6282] eta: 0:07:06 time: 0.0965 data_time: 0.0564 memory: 726 2022/08/07 14:34:43 - mmengine - INFO - Epoch(val) [1][1880/6282] eta: 0:13:34 time: 0.1850 data_time: 0.1414 memory: 726 2022/08/07 14:34:45 - mmengine - INFO - Epoch(val) [1][1900/6282] eta: 0:08:37 time: 0.1181 data_time: 0.0695 memory: 726 2022/08/07 14:34:48 - mmengine - INFO - Epoch(val) [1][1920/6282] eta: 0:10:57 time: 0.1507 data_time: 0.1059 memory: 726 2022/08/07 14:34:52 - mmengine - INFO - Epoch(val) [1][1940/6282] eta: 0:14:55 time: 0.2063 data_time: 0.1583 memory: 726 2022/08/07 14:34:53 - mmengine - INFO - Epoch(val) [1][1960/6282] eta: 0:03:14 time: 0.0449 data_time: 0.0049 memory: 677 2022/08/07 14:34:55 - mmengine - INFO - Epoch(val) [1][1980/6282] eta: 0:05:10 time: 0.0721 data_time: 0.0335 memory: 677 2022/08/07 14:34:56 - mmengine - INFO - Epoch(val) [1][2000/6282] eta: 0:03:19 time: 0.0467 data_time: 0.0113 memory: 677 2022/08/07 14:34:57 - mmengine - INFO - Epoch(val) [1][2020/6282] eta: 0:04:07 time: 0.0581 data_time: 0.0196 memory: 677 2022/08/07 14:34:59 - mmengine - INFO - Epoch(val) [1][2040/6282] eta: 0:07:02 time: 0.0997 data_time: 0.0663 memory: 677 2022/08/07 14:35:00 - mmengine - INFO - Epoch(val) [1][2060/6282] eta: 0:05:19 time: 0.0757 data_time: 0.0408 memory: 677 2022/08/07 14:35:01 - mmengine - INFO - Epoch(val) [1][2080/6282] eta: 0:03:34 time: 0.0511 data_time: 0.0167 memory: 677 2022/08/07 14:35:02 - mmengine - INFO - Epoch(val) [1][2100/6282] eta: 0:03:15 time: 0.0467 data_time: 0.0086 memory: 677 2022/08/07 14:35:04 - mmengine - INFO - Epoch(val) [1][2120/6282] eta: 0:06:40 time: 0.0962 data_time: 0.0593 memory: 677 2022/08/07 14:35:05 - mmengine - INFO - Epoch(val) [1][2140/6282] eta: 0:04:13 time: 0.0612 data_time: 0.0155 memory: 677 2022/08/07 14:35:07 - mmengine - INFO - Epoch(val) [1][2160/6282] eta: 0:05:10 time: 0.0754 data_time: 0.0090 memory: 676 2022/08/07 14:35:08 - mmengine - INFO - Epoch(val) [1][2180/6282] eta: 0:03:16 time: 0.0478 data_time: 0.0059 memory: 676 2022/08/07 14:35:09 - mmengine - INFO - Epoch(val) [1][2200/6282] eta: 0:04:49 time: 0.0709 data_time: 0.0329 memory: 676 2022/08/07 14:35:11 - mmengine - INFO - Epoch(val) [1][2220/6282] eta: 0:04:33 time: 0.0673 data_time: 0.0313 memory: 676 2022/08/07 14:35:12 - mmengine - INFO - Epoch(val) [1][2240/6282] eta: 0:03:29 time: 0.0517 data_time: 0.0122 memory: 676 2022/08/07 14:35:13 - mmengine - INFO - Epoch(val) [1][2260/6282] eta: 0:03:29 time: 0.0521 data_time: 0.0147 memory: 677 2022/08/07 14:35:15 - mmengine - INFO - Epoch(val) [1][2280/6282] eta: 0:08:23 time: 0.1257 data_time: 0.0849 memory: 677 2022/08/07 14:35:16 - mmengine - INFO - Epoch(val) [1][2300/6282] eta: 0:03:20 time: 0.0504 data_time: 0.0087 memory: 677 2022/08/07 14:35:19 - mmengine - INFO - Epoch(val) [1][2320/6282] eta: 0:10:04 time: 0.1527 data_time: 0.0864 memory: 677 2022/08/07 14:35:20 - mmengine - INFO - Epoch(val) [1][2340/6282] eta: 0:03:46 time: 0.0574 data_time: 0.0070 memory: 677 2022/08/07 14:35:22 - mmengine - INFO - Epoch(val) [1][2360/6282] eta: 0:04:07 time: 0.0632 data_time: 0.0240 memory: 676 2022/08/07 14:35:23 - mmengine - INFO - Epoch(val) [1][2380/6282] eta: 0:03:27 time: 0.0532 data_time: 0.0110 memory: 676 2022/08/07 14:35:24 - mmengine - INFO - Epoch(val) [1][2400/6282] eta: 0:03:04 time: 0.0476 data_time: 0.0072 memory: 676 2022/08/07 14:35:25 - mmengine - INFO - Epoch(val) [1][2420/6282] eta: 0:02:59 time: 0.0464 data_time: 0.0133 memory: 676 2022/08/07 14:35:26 - mmengine - INFO - Epoch(val) [1][2440/6282] eta: 0:03:40 time: 0.0573 data_time: 0.0175 memory: 676 2022/08/07 14:35:28 - mmengine - INFO - Epoch(val) [1][2460/6282] eta: 0:08:13 time: 0.1291 data_time: 0.0573 memory: 726 2022/08/07 14:35:30 - mmengine - INFO - Epoch(val) [1][2480/6282] eta: 0:03:58 time: 0.0627 data_time: 0.0127 memory: 726 2022/08/07 14:35:32 - mmengine - INFO - Epoch(val) [1][2500/6282] eta: 0:06:04 time: 0.0963 data_time: 0.0427 memory: 726 2022/08/07 14:35:34 - mmengine - INFO - Epoch(val) [1][2520/6282] eta: 0:06:20 time: 0.1011 data_time: 0.0489 memory: 726 2022/08/07 14:35:36 - mmengine - INFO - Epoch(val) [1][2540/6282] eta: 0:07:57 time: 0.1275 data_time: 0.0823 memory: 726 2022/08/07 14:35:39 - mmengine - INFO - Epoch(val) [1][2560/6282] eta: 0:09:51 time: 0.1590 data_time: 0.0805 memory: 726 2022/08/07 14:35:42 - mmengine - INFO - Epoch(val) [1][2580/6282] eta: 0:09:06 time: 0.1477 data_time: 0.0986 memory: 726 2022/08/07 14:35:45 - mmengine - INFO - Epoch(val) [1][2600/6282] eta: 0:09:09 time: 0.1491 data_time: 0.0991 memory: 726 2022/08/07 14:35:50 - mmengine - INFO - Epoch(val) [1][2620/6282] eta: 0:13:40 time: 0.2240 data_time: 0.1503 memory: 726 2022/08/07 14:35:53 - mmengine - INFO - Epoch(val) [1][2640/6282] eta: 0:08:30 time: 0.1403 data_time: 0.0959 memory: 726 2022/08/07 14:36:01 - mmengine - INFO - Epoch(val) [1][2660/6282] eta: 0:24:14 time: 0.4015 data_time: 0.0031 memory: 37633 2022/08/07 14:36:02 - mmengine - INFO - Epoch(val) [1][2680/6282] eta: 0:03:48 time: 0.0633 data_time: 0.0152 memory: 791 2022/08/07 14:36:06 - mmengine - INFO - Epoch(val) [1][2700/6282] eta: 0:12:38 time: 0.2117 data_time: 0.1605 memory: 791 2022/08/07 14:36:07 - mmengine - INFO - Epoch(val) [1][2720/6282] eta: 0:03:40 time: 0.0619 data_time: 0.0062 memory: 791 2022/08/07 14:36:10 - mmengine - INFO - Epoch(val) [1][2740/6282] eta: 0:07:48 time: 0.1322 data_time: 0.0829 memory: 791 2022/08/07 14:36:12 - mmengine - INFO - Epoch(val) [1][2760/6282] eta: 0:04:44 time: 0.0807 data_time: 0.0375 memory: 677 2022/08/07 14:36:13 - mmengine - INFO - Epoch(val) [1][2780/6282] eta: 0:04:54 time: 0.0841 data_time: 0.0429 memory: 677 2022/08/07 14:36:15 - mmengine - INFO - Epoch(val) [1][2800/6282] eta: 0:05:03 time: 0.0872 data_time: 0.0467 memory: 677 2022/08/07 14:36:16 - mmengine - INFO - Epoch(val) [1][2820/6282] eta: 0:02:23 time: 0.0416 data_time: 0.0036 memory: 677 2022/08/07 14:36:17 - mmengine - INFO - Epoch(val) [1][2840/6282] eta: 0:02:30 time: 0.0438 data_time: 0.0038 memory: 677 2022/08/07 14:36:18 - mmengine - INFO - Epoch(val) [1][2860/6282] eta: 0:04:22 time: 0.0768 data_time: 0.0302 memory: 726 2022/08/07 14:36:20 - mmengine - INFO - Epoch(val) [1][2880/6282] eta: 0:05:04 time: 0.0896 data_time: 0.0433 memory: 726 2022/08/07 14:36:22 - mmengine - INFO - Epoch(val) [1][2900/6282] eta: 0:06:17 time: 0.1116 data_time: 0.0545 memory: 726 2022/08/07 14:36:30 - mmengine - INFO - Epoch(val) [1][2920/6282] eta: 0:20:43 time: 0.3698 data_time: 0.0025 memory: 37597 2022/08/07 14:36:31 - mmengine - INFO - Epoch(val) [1][2940/6282] eta: 0:02:23 time: 0.0431 data_time: 0.0047 memory: 698 2022/08/07 14:36:32 - mmengine - INFO - Epoch(val) [1][2960/6282] eta: 0:03:22 time: 0.0610 data_time: 0.0249 memory: 698 2022/08/07 14:36:33 - mmengine - INFO - Epoch(val) [1][2980/6282] eta: 0:02:34 time: 0.0467 data_time: 0.0086 memory: 698 2022/08/07 14:36:34 - mmengine - INFO - Epoch(val) [1][3000/6282] eta: 0:02:18 time: 0.0422 data_time: 0.0044 memory: 698 2022/08/07 14:36:35 - mmengine - INFO - Epoch(val) [1][3020/6282] eta: 0:03:10 time: 0.0583 data_time: 0.0167 memory: 726 2022/08/07 14:36:36 - mmengine - INFO - Epoch(val) [1][3040/6282] eta: 0:02:54 time: 0.0539 data_time: 0.0047 memory: 726 2022/08/07 14:36:37 - mmengine - INFO - Epoch(val) [1][3060/6282] eta: 0:03:23 time: 0.0631 data_time: 0.0153 memory: 726 2022/08/07 14:36:38 - mmengine - INFO - Epoch(val) [1][3080/6282] eta: 0:03:14 time: 0.0607 data_time: 0.0140 memory: 726 2022/08/07 14:36:39 - mmengine - INFO - Epoch(val) [1][3100/6282] eta: 0:02:56 time: 0.0556 data_time: 0.0087 memory: 726 2022/08/07 14:36:40 - mmengine - INFO - Epoch(val) [1][3120/6282] eta: 0:02:31 time: 0.0479 data_time: 0.0054 memory: 677 2022/08/07 14:36:41 - mmengine - INFO - Epoch(val) [1][3140/6282] eta: 0:02:28 time: 0.0473 data_time: 0.0059 memory: 677 2022/08/07 14:36:43 - mmengine - INFO - Epoch(val) [1][3160/6282] eta: 0:04:48 time: 0.0925 data_time: 0.0302 memory: 677 2022/08/07 14:36:44 - mmengine - INFO - Epoch(val) [1][3180/6282] eta: 0:02:37 time: 0.0508 data_time: 0.0043 memory: 677 2022/08/07 14:36:46 - mmengine - INFO - Epoch(val) [1][3200/6282] eta: 0:03:48 time: 0.0742 data_time: 0.0267 memory: 726 2022/08/07 14:36:47 - mmengine - INFO - Epoch(val) [1][3220/6282] eta: 0:03:52 time: 0.0760 data_time: 0.0320 memory: 726 2022/08/07 14:36:49 - mmengine - INFO - Epoch(val) [1][3240/6282] eta: 0:03:40 time: 0.0726 data_time: 0.0297 memory: 726 2022/08/07 14:36:50 - mmengine - INFO - Epoch(val) [1][3260/6282] eta: 0:03:34 time: 0.0709 data_time: 0.0273 memory: 726 2022/08/07 14:36:52 - mmengine - INFO - Epoch(val) [1][3280/6282] eta: 0:03:42 time: 0.0740 data_time: 0.0144 memory: 726 2022/08/07 14:36:53 - mmengine - INFO - Epoch(val) [1][3300/6282] eta: 0:03:06 time: 0.0625 data_time: 0.0147 memory: 726 2022/08/07 14:36:54 - mmengine - INFO - Epoch(val) [1][3320/6282] eta: 0:03:42 time: 0.0750 data_time: 0.0047 memory: 726 2022/08/07 14:36:55 - mmengine - INFO - Epoch(val) [1][3340/6282] eta: 0:02:13 time: 0.0455 data_time: 0.0045 memory: 726 2022/08/07 14:36:56 - mmengine - INFO - Epoch(val) [1][3360/6282] eta: 0:02:27 time: 0.0506 data_time: 0.0049 memory: 726 2022/08/07 14:36:57 - mmengine - INFO - Epoch(val) [1][3380/6282] eta: 0:02:53 time: 0.0597 data_time: 0.0159 memory: 726 2022/08/07 14:36:58 - mmengine - INFO - Epoch(val) [1][3400/6282] eta: 0:02:01 time: 0.0420 data_time: 0.0049 memory: 676 2022/08/07 14:36:59 - mmengine - INFO - Epoch(val) [1][3420/6282] eta: 0:02:49 time: 0.0591 data_time: 0.0196 memory: 676 2022/08/07 14:37:01 - mmengine - INFO - Epoch(val) [1][3440/6282] eta: 0:02:43 time: 0.0577 data_time: 0.0193 memory: 676 2022/08/07 14:37:02 - mmengine - INFO - Epoch(val) [1][3460/6282] eta: 0:03:50 time: 0.0818 data_time: 0.0441 memory: 676 2022/08/07 14:37:04 - mmengine - INFO - Epoch(val) [1][3480/6282] eta: 0:03:51 time: 0.0825 data_time: 0.0444 memory: 676 2022/08/07 14:37:08 - mmengine - INFO - Epoch(val) [1][3500/6282] eta: 0:10:00 time: 0.2157 data_time: 0.1790 memory: 676 2022/08/07 14:37:10 - mmengine - INFO - Epoch(val) [1][3520/6282] eta: 0:03:50 time: 0.0836 data_time: 0.0430 memory: 676 2022/08/07 14:37:11 - mmengine - INFO - Epoch(val) [1][3540/6282] eta: 0:03:34 time: 0.0784 data_time: 0.0381 memory: 676 2022/08/07 14:37:12 - mmengine - INFO - Epoch(val) [1][3560/6282] eta: 0:01:29 time: 0.0328 data_time: 0.0022 memory: 676 2022/08/07 14:37:22 - mmengine - INFO - Epoch(val) [1][3580/6282] eta: 0:21:19 time: 0.4735 data_time: 0.0029 memory: 37602 2022/08/07 14:37:24 - mmengine - INFO - Epoch(val) [1][3600/6282] eta: 0:04:30 time: 0.1009 data_time: 0.0623 memory: 712 2022/08/07 14:37:24 - mmengine - INFO - Epoch(val) [1][3620/6282] eta: 0:01:48 time: 0.0406 data_time: 0.0022 memory: 712 2022/08/07 14:37:25 - mmengine - INFO - Epoch(val) [1][3640/6282] eta: 0:01:53 time: 0.0431 data_time: 0.0036 memory: 712 2022/08/07 14:37:26 - mmengine - INFO - Epoch(val) [1][3660/6282] eta: 0:02:11 time: 0.0502 data_time: 0.0064 memory: 712 2022/08/07 14:37:28 - mmengine - INFO - Epoch(val) [1][3680/6282] eta: 0:03:00 time: 0.0694 data_time: 0.0244 memory: 726 2022/08/07 14:37:30 - mmengine - INFO - Epoch(val) [1][3700/6282] eta: 0:05:09 time: 0.1199 data_time: 0.0747 memory: 726 2022/08/07 14:37:32 - mmengine - INFO - Epoch(val) [1][3720/6282] eta: 0:04:06 time: 0.0963 data_time: 0.0512 memory: 726 2022/08/07 14:37:34 - mmengine - INFO - Epoch(val) [1][3740/6282] eta: 0:04:28 time: 0.1057 data_time: 0.0392 memory: 726 2022/08/07 14:37:37 - mmengine - INFO - Epoch(val) [1][3760/6282] eta: 0:05:49 time: 0.1386 data_time: 0.0885 memory: 726 2022/08/07 14:37:39 - mmengine - INFO - Epoch(val) [1][3780/6282] eta: 0:03:36 time: 0.0864 data_time: 0.0375 memory: 726 2022/08/07 14:37:41 - mmengine - INFO - Epoch(val) [1][3800/6282] eta: 0:03:58 time: 0.0962 data_time: 0.0464 memory: 726 2022/08/07 14:37:42 - mmengine - INFO - Epoch(val) [1][3820/6282] eta: 0:03:26 time: 0.0839 data_time: 0.0327 memory: 726 2022/08/07 14:37:44 - mmengine - INFO - Epoch(val) [1][3840/6282] eta: 0:03:28 time: 0.0854 data_time: 0.0347 memory: 726 2022/08/07 14:37:46 - mmengine - INFO - Epoch(val) [1][3860/6282] eta: 0:04:01 time: 0.0998 data_time: 0.0269 memory: 726 2022/08/07 14:37:47 - mmengine - INFO - Epoch(val) [1][3880/6282] eta: 0:02:56 time: 0.0736 data_time: 0.0248 memory: 726 2022/08/07 14:37:49 - mmengine - INFO - Epoch(val) [1][3900/6282] eta: 0:03:27 time: 0.0870 data_time: 0.0375 memory: 726 2022/08/07 14:37:51 - mmengine - INFO - Epoch(val) [1][3920/6282] eta: 0:03:30 time: 0.0891 data_time: 0.0403 memory: 726 2022/08/07 14:37:53 - mmengine - INFO - Epoch(val) [1][3940/6282] eta: 0:03:09 time: 0.0808 data_time: 0.0315 memory: 726 2022/08/07 14:37:54 - mmengine - INFO - Epoch(val) [1][3960/6282] eta: 0:02:14 time: 0.0577 data_time: 0.0141 memory: 726 2022/08/07 14:37:55 - mmengine - INFO - Epoch(val) [1][3980/6282] eta: 0:02:26 time: 0.0638 data_time: 0.0125 memory: 726 2022/08/07 14:37:57 - mmengine - INFO - Epoch(val) [1][4000/6282] eta: 0:03:09 time: 0.0830 data_time: 0.0232 memory: 726 2022/08/07 14:37:58 - mmengine - INFO - Epoch(val) [1][4020/6282] eta: 0:02:07 time: 0.0565 data_time: 0.0051 memory: 726 2022/08/07 14:37:59 - mmengine - INFO - Epoch(val) [1][4040/6282] eta: 0:02:54 time: 0.0779 data_time: 0.0302 memory: 791 2022/08/07 14:38:00 - mmengine - INFO - Epoch(val) [1][4060/6282] eta: 0:02:03 time: 0.0557 data_time: 0.0031 memory: 791 2022/08/07 14:38:02 - mmengine - INFO - Epoch(val) [1][4080/6282] eta: 0:02:10 time: 0.0590 data_time: 0.0059 memory: 791 2022/08/07 14:38:03 - mmengine - INFO - Epoch(val) [1][4100/6282] eta: 0:01:59 time: 0.0547 data_time: 0.0042 memory: 791 2022/08/07 14:38:04 - mmengine - INFO - Epoch(val) [1][4120/6282] eta: 0:01:59 time: 0.0554 data_time: 0.0041 memory: 791 2022/08/07 14:38:05 - mmengine - INFO - Epoch(val) [1][4140/6282] eta: 0:02:12 time: 0.0621 data_time: 0.0157 memory: 791 2022/08/07 14:38:06 - mmengine - INFO - Epoch(val) [1][4160/6282] eta: 0:01:53 time: 0.0535 data_time: 0.0132 memory: 676 2022/08/07 14:38:07 - mmengine - INFO - Epoch(val) [1][4180/6282] eta: 0:01:48 time: 0.0516 data_time: 0.0085 memory: 676 2022/08/07 14:38:08 - mmengine - INFO - Epoch(val) [1][4200/6282] eta: 0:02:01 time: 0.0583 data_time: 0.0051 memory: 676 2022/08/07 14:38:10 - mmengine - INFO - Epoch(val) [1][4220/6282] eta: 0:02:10 time: 0.0633 data_time: 0.0288 memory: 676 2022/08/07 14:38:11 - mmengine - INFO - Epoch(val) [1][4240/6282] eta: 0:02:38 time: 0.0775 data_time: 0.0307 memory: 2078 2022/08/07 14:38:12 - mmengine - INFO - Epoch(val) [1][4260/6282] eta: 0:01:33 time: 0.0461 data_time: 0.0071 memory: 676 2022/08/07 14:38:14 - mmengine - INFO - Epoch(val) [1][4280/6282] eta: 0:03:47 time: 0.1138 data_time: 0.0779 memory: 676 2022/08/07 14:38:15 - mmengine - INFO - Epoch(val) [1][4300/6282] eta: 0:01:19 time: 0.0399 data_time: 0.0037 memory: 676 2022/08/07 14:38:17 - mmengine - INFO - Epoch(val) [1][4320/6282] eta: 0:03:14 time: 0.0989 data_time: 0.0652 memory: 676 2022/08/07 14:38:18 - mmengine - INFO - Epoch(val) [1][4340/6282] eta: 0:01:51 time: 0.0574 data_time: 0.0026 memory: 676 2022/08/07 14:38:19 - mmengine - INFO - Epoch(val) [1][4360/6282] eta: 0:01:37 time: 0.0508 data_time: 0.0107 memory: 726 2022/08/07 14:38:21 - mmengine - INFO - Epoch(val) [1][4380/6282] eta: 0:03:01 time: 0.0954 data_time: 0.0548 memory: 726 2022/08/07 14:38:24 - mmengine - INFO - Epoch(val) [1][4400/6282] eta: 0:03:39 time: 0.1168 data_time: 0.0766 memory: 726 2022/08/07 14:38:25 - mmengine - INFO - Epoch(val) [1][4420/6282] eta: 0:01:59 time: 0.0644 data_time: 0.0248 memory: 726 2022/08/07 14:38:34 - mmengine - INFO - Epoch(val) [1][4440/6282] eta: 0:13:56 time: 0.4541 data_time: 0.0938 memory: 37610 2022/08/07 14:38:35 - mmengine - INFO - Epoch(val) [1][4460/6282] eta: 0:01:20 time: 0.0444 data_time: 0.0030 memory: 734 2022/08/07 14:38:36 - mmengine - INFO - Epoch(val) [1][4480/6282] eta: 0:02:12 time: 0.0738 data_time: 0.0349 memory: 734 2022/08/07 14:38:39 - mmengine - INFO - Epoch(val) [1][4500/6282] eta: 0:03:17 time: 0.1109 data_time: 0.0713 memory: 734 2022/08/07 14:38:40 - mmengine - INFO - Epoch(val) [1][4520/6282] eta: 0:01:58 time: 0.0671 data_time: 0.0026 memory: 734 2022/08/07 14:38:41 - mmengine - INFO - Epoch(val) [1][4540/6282] eta: 0:01:42 time: 0.0588 data_time: 0.0249 memory: 678 2022/08/07 14:38:43 - mmengine - INFO - Epoch(val) [1][4560/6282] eta: 0:03:15 time: 0.1137 data_time: 0.0795 memory: 678 2022/08/07 14:38:44 - mmengine - INFO - Epoch(val) [1][4580/6282] eta: 0:00:59 time: 0.0348 data_time: 0.0022 memory: 678 2022/08/07 14:38:46 - mmengine - INFO - Epoch(val) [1][4600/6282] eta: 0:02:20 time: 0.0834 data_time: 0.0510 memory: 678 2022/08/07 14:38:47 - mmengine - INFO - Epoch(val) [1][4620/6282] eta: 0:01:50 time: 0.0665 data_time: 0.0321 memory: 678 2022/08/07 14:38:49 - mmengine - INFO - Epoch(val) [1][4640/6282] eta: 0:02:07 time: 0.0774 data_time: 0.0356 memory: 734 2022/08/07 14:38:50 - mmengine - INFO - Epoch(val) [1][4660/6282] eta: 0:02:01 time: 0.0752 data_time: 0.0338 memory: 734 2022/08/07 14:38:52 - mmengine - INFO - Epoch(val) [1][4680/6282] eta: 0:02:51 time: 0.1068 data_time: 0.0558 memory: 734 2022/08/07 14:38:54 - mmengine - INFO - Epoch(val) [1][4700/6282] eta: 0:01:50 time: 0.0697 data_time: 0.0281 memory: 734 2022/08/07 14:38:59 - mmengine - INFO - Epoch(val) [1][4720/6282] eta: 0:06:52 time: 0.2641 data_time: 0.2105 memory: 6400 2022/08/07 14:39:01 - mmengine - INFO - Epoch(val) [1][4740/6282] eta: 0:03:15 time: 0.1268 data_time: 0.0882 memory: 698 2022/08/07 14:39:04 - mmengine - INFO - Epoch(val) [1][4760/6282] eta: 0:03:08 time: 0.1240 data_time: 0.0884 memory: 698 2022/08/07 14:39:05 - mmengine - INFO - Epoch(val) [1][4780/6282] eta: 0:01:58 time: 0.0787 data_time: 0.0399 memory: 698 2022/08/07 14:39:06 - mmengine - INFO - Epoch(val) [1][4800/6282] eta: 0:01:07 time: 0.0458 data_time: 0.0048 memory: 698 2022/08/07 14:39:08 - mmengine - INFO - Epoch(val) [1][4820/6282] eta: 0:01:37 time: 0.0668 data_time: 0.0306 memory: 726 2022/08/07 14:39:10 - mmengine - INFO - Epoch(val) [1][4840/6282] eta: 0:02:51 time: 0.1190 data_time: 0.0683 memory: 726 2022/08/07 14:39:13 - mmengine - INFO - Epoch(val) [1][4860/6282] eta: 0:02:53 time: 0.1218 data_time: 0.0725 memory: 726 2022/08/07 14:39:15 - mmengine - INFO - Epoch(val) [1][4880/6282] eta: 0:02:36 time: 0.1117 data_time: 0.0715 memory: 726 2022/08/07 14:39:16 - mmengine - INFO - Epoch(val) [1][4900/6282] eta: 0:00:59 time: 0.0434 data_time: 0.0027 memory: 726 2022/08/07 14:39:17 - mmengine - INFO - Epoch(val) [1][4920/6282] eta: 0:01:42 time: 0.0752 data_time: 0.0250 memory: 6413 2022/08/07 14:39:18 - mmengine - INFO - Epoch(val) [1][4940/6282] eta: 0:01:00 time: 0.0452 data_time: 0.0031 memory: 727 2022/08/07 14:39:19 - mmengine - INFO - Epoch(val) [1][4960/6282] eta: 0:01:19 time: 0.0603 data_time: 0.0205 memory: 727 2022/08/07 14:39:21 - mmengine - INFO - Epoch(val) [1][4980/6282] eta: 0:01:59 time: 0.0915 data_time: 0.0375 memory: 727 2022/08/07 14:39:22 - mmengine - INFO - Epoch(val) [1][5000/6282] eta: 0:00:54 time: 0.0424 data_time: 0.0028 memory: 727 2022/08/07 14:39:24 - mmengine - INFO - Epoch(val) [1][5020/6282] eta: 0:01:48 time: 0.0857 data_time: 0.0468 memory: 727 2022/08/07 14:39:26 - mmengine - INFO - Epoch(val) [1][5040/6282] eta: 0:02:31 time: 0.1216 data_time: 0.0867 memory: 677 2022/08/07 14:39:27 - mmengine - INFO - Epoch(val) [1][5060/6282] eta: 0:01:06 time: 0.0548 data_time: 0.0174 memory: 677 2022/08/07 14:39:28 - mmengine - INFO - Epoch(val) [1][5080/6282] eta: 0:01:07 time: 0.0561 data_time: 0.0188 memory: 677 2022/08/07 14:39:29 - mmengine - INFO - Epoch(val) [1][5100/6282] eta: 0:01:01 time: 0.0520 data_time: 0.0091 memory: 677 2022/08/07 14:39:30 - mmengine - INFO - Epoch(val) [1][5120/6282] eta: 0:00:42 time: 0.0366 data_time: 0.0029 memory: 677 2022/08/07 14:39:32 - mmengine - INFO - Epoch(val) [1][5140/6282] eta: 0:01:31 time: 0.0798 data_time: 0.0418 memory: 676 2022/08/07 14:39:33 - mmengine - INFO - Epoch(val) [1][5160/6282] eta: 0:01:31 time: 0.0816 data_time: 0.0481 memory: 676 2022/08/07 14:39:34 - mmengine - INFO - Epoch(val) [1][5180/6282] eta: 0:00:38 time: 0.0348 data_time: 0.0029 memory: 676 2022/08/07 14:39:36 - mmengine - INFO - Epoch(val) [1][5200/6282] eta: 0:01:34 time: 0.0870 data_time: 0.0532 memory: 676 2022/08/07 14:39:36 - mmengine - INFO - Epoch(val) [1][5220/6282] eta: 0:00:37 time: 0.0356 data_time: 0.0028 memory: 676 2022/08/07 14:39:38 - mmengine - INFO - Epoch(val) [1][5240/6282] eta: 0:00:54 time: 0.0521 data_time: 0.0195 memory: 676 2022/08/07 14:39:39 - mmengine - INFO - Epoch(val) [1][5260/6282] eta: 0:00:55 time: 0.0547 data_time: 0.0233 memory: 676 2022/08/07 14:39:40 - mmengine - INFO - Epoch(val) [1][5280/6282] eta: 0:01:07 time: 0.0674 data_time: 0.0366 memory: 676 2022/08/07 14:39:42 - mmengine - INFO - Epoch(val) [1][5300/6282] eta: 0:01:18 time: 0.0800 data_time: 0.0483 memory: 676 2022/08/07 14:39:44 - mmengine - INFO - Epoch(val) [1][5320/6282] eta: 0:01:55 time: 0.1203 data_time: 0.0881 memory: 676 2022/08/07 14:39:46 - mmengine - INFO - Epoch(val) [1][5340/6282] eta: 0:01:33 time: 0.0998 data_time: 0.0674 memory: 676 2022/08/07 14:39:47 - mmengine - INFO - Epoch(val) [1][5360/6282] eta: 0:01:06 time: 0.0716 data_time: 0.0395 memory: 676 2022/08/07 14:39:48 - mmengine - INFO - Epoch(val) [1][5380/6282] eta: 0:00:35 time: 0.0398 data_time: 0.0064 memory: 676 2022/08/07 14:39:52 - mmengine - INFO - Epoch(val) [1][5400/6282] eta: 0:03:08 time: 0.2132 data_time: 0.1815 memory: 676 2022/08/07 14:39:54 - mmengine - INFO - Epoch(val) [1][5420/6282] eta: 0:01:06 time: 0.0776 data_time: 0.0437 memory: 676 2022/08/07 14:39:56 - mmengine - INFO - Epoch(val) [1][5440/6282] eta: 0:01:24 time: 0.1001 data_time: 0.0679 memory: 676 2022/08/07 14:39:57 - mmengine - INFO - Epoch(val) [1][5460/6282] eta: 0:00:29 time: 0.0356 data_time: 0.0027 memory: 676 2022/08/07 14:39:58 - mmengine - INFO - Epoch(val) [1][5480/6282] eta: 0:00:55 time: 0.0687 data_time: 0.0323 memory: 676 2022/08/07 14:39:59 - mmengine - INFO - Epoch(val) [1][5500/6282] eta: 0:00:37 time: 0.0476 data_time: 0.0129 memory: 676 2022/08/07 14:40:09 - mmengine - INFO - Epoch(val) [1][5520/6282] eta: 0:06:01 time: 0.4739 data_time: 0.0645 memory: 37594 2022/08/07 14:40:10 - mmengine - INFO - Epoch(val) [1][5540/6282] eta: 0:00:41 time: 0.0561 data_time: 0.0224 memory: 691 2022/08/07 14:40:10 - mmengine - INFO - Epoch(val) [1][5560/6282] eta: 0:00:29 time: 0.0404 data_time: 0.0075 memory: 691 2022/08/07 14:40:11 - mmengine - INFO - Epoch(val) [1][5580/6282] eta: 0:00:34 time: 0.0491 data_time: 0.0143 memory: 691 2022/08/07 14:40:14 - mmengine - INFO - Epoch(val) [1][5600/6282] eta: 0:01:14 time: 0.1088 data_time: 0.0549 memory: 691 2022/08/07 14:40:15 - mmengine - INFO - Epoch(val) [1][5620/6282] eta: 0:00:37 time: 0.0571 data_time: 0.0233 memory: 691 2022/08/07 14:40:16 - mmengine - INFO - Epoch(val) [1][5640/6282] eta: 0:00:38 time: 0.0606 data_time: 0.0292 memory: 676 2022/08/07 14:40:17 - mmengine - INFO - Epoch(val) [1][5660/6282] eta: 0:00:36 time: 0.0590 data_time: 0.0227 memory: 676 2022/08/07 14:40:18 - mmengine - INFO - Epoch(val) [1][5680/6282] eta: 0:00:23 time: 0.0396 data_time: 0.0048 memory: 676 2022/08/07 14:40:19 - mmengine - INFO - Epoch(val) [1][5700/6282] eta: 0:00:39 time: 0.0677 data_time: 0.0259 memory: 676 2022/08/07 14:40:23 - mmengine - INFO - Epoch(val) [1][5720/6282] eta: 0:01:51 time: 0.1991 data_time: 0.0174 memory: 37599 2022/08/07 14:40:25 - mmengine - INFO - Epoch(val) [1][5740/6282] eta: 0:00:37 time: 0.0684 data_time: 0.0099 memory: 705 2022/08/07 14:40:26 - mmengine - INFO - Epoch(val) [1][5760/6282] eta: 0:00:32 time: 0.0631 data_time: 0.0245 memory: 705 2022/08/07 14:40:27 - mmengine - INFO - Epoch(val) [1][5780/6282] eta: 0:00:21 time: 0.0435 data_time: 0.0071 memory: 705 2022/08/07 14:40:28 - mmengine - INFO - Epoch(val) [1][5800/6282] eta: 0:00:28 time: 0.0599 data_time: 0.0247 memory: 705 2022/08/07 14:40:29 - mmengine - INFO - Epoch(val) [1][5820/6282] eta: 0:00:23 time: 0.0507 data_time: 0.0175 memory: 705 2022/08/07 14:40:30 - mmengine - INFO - Epoch(val) [1][5840/6282] eta: 0:00:15 time: 0.0359 data_time: 0.0028 memory: 691 2022/08/07 14:40:32 - mmengine - INFO - Epoch(val) [1][5860/6282] eta: 0:00:52 time: 0.1235 data_time: 0.0882 memory: 691 2022/08/07 14:40:34 - mmengine - INFO - Epoch(val) [1][5880/6282] eta: 0:00:29 time: 0.0743 data_time: 0.0385 memory: 691 2022/08/07 14:40:37 - mmengine - INFO - Epoch(val) [1][5900/6282] eta: 0:01:06 time: 0.1747 data_time: 0.1363 memory: 691 2022/08/07 14:40:38 - mmengine - INFO - Epoch(val) [1][5920/6282] eta: 0:00:22 time: 0.0622 data_time: 0.0228 memory: 691 2022/08/07 14:40:40 - mmengine - INFO - Epoch(val) [1][5940/6282] eta: 0:00:23 time: 0.0680 data_time: 0.0283 memory: 676 2022/08/07 14:40:41 - mmengine - INFO - Epoch(val) [1][5960/6282] eta: 0:00:23 time: 0.0724 data_time: 0.0353 memory: 676 2022/08/07 14:40:44 - mmengine - INFO - Epoch(val) [1][5980/6282] eta: 0:00:35 time: 0.1190 data_time: 0.0844 memory: 676 2022/08/07 14:40:46 - mmengine - INFO - Epoch(val) [1][6000/6282] eta: 0:00:38 time: 0.1382 data_time: 0.0919 memory: 726 2022/08/07 14:40:49 - mmengine - INFO - Epoch(val) [1][6020/6282] eta: 0:00:31 time: 0.1190 data_time: 0.0752 memory: 726 2022/08/07 14:40:50 - mmengine - INFO - Epoch(val) [1][6040/6282] eta: 0:00:19 time: 0.0793 data_time: 0.0387 memory: 726 2022/08/07 14:40:56 - mmengine - INFO - Epoch(val) [1][6060/6282] eta: 0:00:58 time: 0.2623 data_time: 0.1998 memory: 726 2022/08/07 14:40:57 - mmengine - INFO - Epoch(val) [1][6080/6282] eta: 0:00:12 time: 0.0621 data_time: 0.0183 memory: 726 2022/08/07 14:41:00 - mmengine - INFO - Epoch(val) [1][6100/6282] eta: 0:00:26 time: 0.1433 data_time: 0.1033 memory: 726 2022/08/07 14:41:02 - mmengine - INFO - Epoch(val) [1][6120/6282] eta: 0:00:15 time: 0.0943 data_time: 0.0548 memory: 726 2022/08/07 14:41:08 - mmengine - INFO - Epoch(val) [1][6140/6282] eta: 0:00:43 time: 0.3088 data_time: 0.2640 memory: 726 2022/08/07 14:41:11 - mmengine - INFO - Epoch(val) [1][6160/6282] eta: 0:00:18 time: 0.1484 data_time: 0.1047 memory: 726 2022/08/07 14:41:13 - mmengine - INFO - Epoch(val) [1][6180/6282] eta: 0:00:13 time: 0.1302 data_time: 0.0900 memory: 726 2022/08/07 14:41:14 - mmengine - INFO - Epoch(val) [1][6200/6282] eta: 0:00:03 time: 0.0434 data_time: 0.0051 memory: 726 2022/08/07 14:41:16 - mmengine - INFO - Epoch(val) [1][6220/6282] eta: 0:00:04 time: 0.0732 data_time: 0.0285 memory: 726 2022/08/07 14:41:17 - mmengine - INFO - Epoch(val) [1][6240/6282] eta: 0:00:01 time: 0.0474 data_time: 0.0035 memory: 726 2022/08/07 14:41:20 - mmengine - INFO - Epoch(val) [1][6260/6282] eta: 0:00:03 time: 0.1443 data_time: 0.1048 memory: 726 2022/08/07 14:41:20 - mmengine - INFO - Epoch(val) [1][6280/6282] eta: 0:00:00 time: 0.0404 data_time: 0.0022 memory: 726 2022/08/07 14:46:11 - mmengine - INFO - Epoch(val) [1][6282/6282] mAP/mAP@0.5IOU: 0.1515 2022/08/07 14:46:15 - mmengine - INFO - The best checkpoint with 0.1515 mAP/mAP@0.5IOU at 2 epoch is saved to best_mAP/mAP@0.5IOU_epoch_2.pth. 2022/08/07 14:46:51 - mmengine - INFO - Epoch(train) [2][20/1441] lr: 6.5000e-02 eta: 9:16:04 time: 1.7976 data_time: 0.3870 memory: 18616 grad_norm: 0.1852 recall@thr=0.5: 0.4187 prec@thr=0.5: 0.6098 recall@top3: 0.6707 prec@top3: 0.5285 recall@top5: 0.8374 prec@top5: 0.3805 loss_action_cls: 0.0865 loss: 0.0865 2022/08/07 14:47:14 - mmengine - INFO - Epoch(train) [2][40/1441] lr: 6.5000e-02 eta: 9:15:17 time: 1.1567 data_time: 0.2096 memory: 18616 grad_norm: 0.2307 recall@thr=0.5: 0.4897 prec@thr=0.5: 0.6547 recall@top3: 0.6944 prec@top3: 0.6239 recall@top5: 0.8607 prec@top5: 0.4769 loss_action_cls: 0.0872 loss: 0.0872 2022/08/07 14:47:38 - mmengine - INFO - Epoch(train) [2][60/1441] lr: 6.5000e-02 eta: 9:14:41 time: 1.1894 data_time: 0.0487 memory: 18616 grad_norm: 0.2210 recall@thr=0.5: 0.4662 prec@thr=0.5: 0.5405 recall@top3: 0.6396 prec@top3: 0.4595 recall@top5: 0.8626 prec@top5: 0.3784 loss_action_cls: 0.0839 loss: 0.0839 2022/08/07 14:48:11 - mmengine - INFO - Epoch(train) [2][80/1441] lr: 6.5000e-02 eta: 9:17:02 time: 1.6775 data_time: 0.0552 memory: 18616 grad_norm: 0.2042 recall@thr=0.5: 0.6840 prec@thr=0.5: 0.7951 recall@top3: 0.7830 prec@top3: 0.6458 recall@top5: 0.8993 prec@top5: 0.4583 loss_action_cls: 0.0877 loss: 0.0877 2022/08/07 14:48:29 - mmengine - INFO - Epoch(train) [2][100/1441] lr: 6.5000e-02 eta: 9:14:36 time: 0.8798 data_time: 0.0431 memory: 18616 grad_norm: 0.2207 recall@thr=0.5: 0.5714 prec@thr=0.5: 0.7952 recall@top3: 0.7381 prec@top3: 0.6095 recall@top5: 0.8810 prec@top5: 0.4343 loss_action_cls: 0.0820 loss: 0.0820 2022/08/07 14:48:51 - mmengine - INFO - Epoch(train) [2][120/1441] lr: 6.5000e-02 eta: 9:13:43 time: 1.1402 data_time: 0.1584 memory: 18616 grad_norm: 0.1947 recall@thr=0.5: 0.6016 prec@thr=0.5: 0.7738 recall@top3: 0.7429 prec@top3: 0.5794 recall@top5: 0.8754 prec@top5: 0.4238 loss_action_cls: 0.0835 loss: 0.0835 2022/08/07 14:49:17 - mmengine - INFO - Epoch(train) [2][140/1441] lr: 6.5000e-02 eta: 9:13:46 time: 1.2984 data_time: 0.1766 memory: 18616 grad_norm: 0.1858 recall@thr=0.5: 0.6847 prec@thr=0.5: 0.7748 recall@top3: 0.8063 prec@top3: 0.6216 recall@top5: 0.8919 prec@top5: 0.4000 loss_action_cls: 0.0790 loss: 0.0790 2022/08/07 14:49:46 - mmengine - INFO - Epoch(train) [2][160/1441] lr: 6.5000e-02 eta: 9:14:36 time: 1.4382 data_time: 0.0389 memory: 18616 grad_norm: 0.1815 recall@thr=0.5: 0.6345 prec@thr=0.5: 0.7292 recall@top3: 0.7689 prec@top3: 0.6515 recall@top5: 0.8371 prec@top5: 0.4318 loss_action_cls: 0.0836 loss: 0.0836 2022/08/07 14:50:06 - mmengine - INFO - Epoch(train) [2][180/1441] lr: 6.5000e-02 eta: 9:12:56 time: 0.9974 data_time: 0.0428 memory: 18616 grad_norm: 0.1754 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7667 recall@top3: 0.8222 prec@top3: 0.6741 recall@top5: 0.9500 prec@top5: 0.4711 loss_action_cls: 0.0872 loss: 0.0872 2022/08/07 14:50:27 - mmengine - INFO - Epoch(train) [2][200/1441] lr: 6.5000e-02 eta: 9:11:28 time: 1.0276 data_time: 0.0647 memory: 18616 grad_norm: 0.1753 recall@thr=0.5: 0.5830 prec@thr=0.5: 0.5222 recall@top3: 0.6450 prec@top3: 0.4854 recall@top5: 0.7860 prec@top5: 0.3579 loss_action_cls: 0.0844 loss: 0.0844 2022/08/07 14:50:50 - mmengine - INFO - Epoch(train) [2][220/1441] lr: 6.5000e-02 eta: 9:10:47 time: 1.1666 data_time: 0.0446 memory: 18616 grad_norm: 0.1658 recall@thr=0.5: 0.6095 prec@thr=0.5: 0.7619 recall@top3: 0.7583 prec@top3: 0.6845 recall@top5: 0.9372 prec@top5: 0.5036 loss_action_cls: 0.0897 loss: 0.0897 2022/08/07 14:51:11 - mmengine - INFO - Epoch(train) [2][240/1441] lr: 6.5000e-02 eta: 9:09:29 time: 1.0496 data_time: 0.0455 memory: 18616 grad_norm: 0.1658 recall@thr=0.5: 0.6303 prec@thr=0.5: 0.7265 recall@top3: 0.7906 prec@top3: 0.6923 recall@top5: 0.9765 prec@top5: 0.5128 loss_action_cls: 0.0741 loss: 0.0741 2022/08/07 14:51:33 - mmengine - INFO - Epoch(train) [2][260/1441] lr: 6.5000e-02 eta: 9:08:28 time: 1.0993 data_time: 0.0365 memory: 18616 grad_norm: 0.1857 recall@thr=0.5: 0.5777 prec@thr=0.5: 0.6061 recall@top3: 0.6534 prec@top3: 0.5379 recall@top5: 0.8534 prec@top5: 0.4227 loss_action_cls: 0.0842 loss: 0.0842 2022/08/07 14:51:59 - mmengine - INFO - Epoch(train) [2][280/1441] lr: 6.5000e-02 eta: 9:08:37 time: 1.3195 data_time: 0.0482 memory: 18616 grad_norm: 0.1532 recall@thr=0.5: 0.4318 prec@thr=0.5: 0.5384 recall@top3: 0.6414 prec@top3: 0.4646 recall@top5: 0.7828 prec@top5: 0.3576 loss_action_cls: 0.0812 loss: 0.0812 2022/08/07 14:52:22 - mmengine - INFO - Epoch(train) [2][300/1441] lr: 6.5000e-02 eta: 9:07:39 time: 1.1081 data_time: 0.0397 memory: 18616 grad_norm: 0.1588 recall@thr=0.5: 0.6330 prec@thr=0.5: 0.7210 recall@top3: 0.7116 prec@top3: 0.5870 recall@top5: 0.8409 prec@top5: 0.4130 loss_action_cls: 0.0745 loss: 0.0745 2022/08/07 14:52:44 - mmengine - INFO - Epoch(train) [2][320/1441] lr: 6.5000e-02 eta: 9:06:41 time: 1.1014 data_time: 0.0547 memory: 18616 grad_norm: 0.1506 recall@thr=0.5: 0.6437 prec@thr=0.5: 0.7223 recall@top3: 0.7827 prec@top3: 0.6604 recall@top5: 0.9349 prec@top5: 0.4868 loss_action_cls: 0.0828 loss: 0.0828 2022/08/07 14:53:04 - mmengine - INFO - Epoch(train) [2][340/1441] lr: 6.5000e-02 eta: 9:05:10 time: 0.9950 data_time: 0.1515 memory: 18616 grad_norm: 0.1831 recall@thr=0.5: 0.6282 prec@thr=0.5: 0.7497 recall@top3: 0.7138 prec@top3: 0.6282 recall@top5: 0.8276 prec@top5: 0.4500 loss_action_cls: 0.0729 loss: 0.0729 2022/08/07 14:53:28 - mmengine - INFO - Epoch(train) [2][360/1441] lr: 6.5000e-02 eta: 9:04:44 time: 1.2015 data_time: 0.3746 memory: 18616 grad_norm: 0.1639 recall@thr=0.5: 0.6326 prec@thr=0.5: 0.6667 recall@top3: 0.7633 prec@top3: 0.5530 recall@top5: 0.8523 prec@top5: 0.3682 loss_action_cls: 0.0813 loss: 0.0813 2022/08/07 14:53:46 - mmengine - INFO - Epoch(train) [2][380/1441] lr: 6.5000e-02 eta: 9:02:59 time: 0.9385 data_time: 0.0769 memory: 18616 grad_norm: 0.1744 recall@thr=0.5: 0.5018 prec@thr=0.5: 0.6135 recall@top3: 0.7145 prec@top3: 0.5816 recall@top5: 0.8706 prec@top5: 0.4468 loss_action_cls: 0.0759 loss: 0.0759 2022/08/07 14:54:07 - mmengine - INFO - Epoch(train) [2][400/1441] lr: 6.5000e-02 eta: 9:01:42 time: 1.0269 data_time: 0.0564 memory: 18616 grad_norm: 0.1539 recall@thr=0.5: 0.4522 prec@thr=0.5: 0.5014 recall@top3: 0.6134 prec@top3: 0.4918 recall@top5: 0.8320 prec@top5: 0.3967 loss_action_cls: 0.0802 loss: 0.0802 2022/08/07 14:54:27 - mmengine - INFO - Epoch(train) [2][420/1441] lr: 6.5000e-02 eta: 9:00:22 time: 1.0114 data_time: 0.0430 memory: 18616 grad_norm: 0.1763 recall@thr=0.5: 0.6512 prec@thr=0.5: 0.7287 recall@top3: 0.7306 prec@top3: 0.6667 recall@top5: 0.8760 prec@top5: 0.4977 loss_action_cls: 0.0758 loss: 0.0758 2022/08/07 14:54:52 - mmengine - INFO - Epoch(train) [2][440/1441] lr: 6.5000e-02 eta: 9:00:11 time: 1.2456 data_time: 0.0485 memory: 18616 grad_norm: 0.1614 recall@thr=0.5: 0.5513 prec@thr=0.5: 0.7436 recall@top3: 0.8098 prec@top3: 0.6154 recall@top5: 0.9167 prec@top5: 0.4205 loss_action_cls: 0.0764 loss: 0.0764 2022/08/07 14:55:10 - mmengine - INFO - Epoch(train) [2][460/1441] lr: 6.5000e-02 eta: 8:58:27 time: 0.9220 data_time: 0.0451 memory: 18616 grad_norm: 0.1653 recall@thr=0.5: 0.5527 prec@thr=0.5: 0.6088 recall@top3: 0.7211 prec@top3: 0.6599 recall@top5: 0.8980 prec@top5: 0.4939 loss_action_cls: 0.0815 loss: 0.0815 2022/08/07 14:55:30 - mmengine - INFO - Epoch(train) [2][480/1441] lr: 6.5000e-02 eta: 8:57:01 time: 0.9810 data_time: 0.0425 memory: 18616 grad_norm: 0.1492 recall@thr=0.5: 0.6376 prec@thr=0.5: 0.6667 recall@top3: 0.7403 prec@top3: 0.6124 recall@top5: 0.9089 prec@top5: 0.4605 loss_action_cls: 0.0863 loss: 0.0863 2022/08/07 14:55:53 - mmengine - INFO - Epoch(train) [2][500/1441] lr: 6.5000e-02 eta: 8:56:21 time: 1.1400 data_time: 0.0417 memory: 18616 grad_norm: 0.1657 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6712 recall@top3: 0.7667 prec@top3: 0.5083 recall@top5: 0.9083 prec@top5: 0.3750 loss_action_cls: 0.0791 loss: 0.0791 2022/08/07 14:56:12 - mmengine - INFO - Epoch(train) [2][520/1441] lr: 6.5000e-02 eta: 8:54:58 time: 0.9802 data_time: 0.0440 memory: 18616 grad_norm: 0.1715 recall@thr=0.5: 0.4828 prec@thr=0.5: 0.7098 recall@top3: 0.6422 prec@top3: 0.5460 recall@top5: 0.8420 prec@top5: 0.4414 loss_action_cls: 0.0834 loss: 0.0834 2022/08/07 14:56:33 - mmengine - INFO - Epoch(train) [2][540/1441] lr: 6.5000e-02 eta: 8:53:54 time: 1.0480 data_time: 0.0423 memory: 18616 grad_norm: 0.1738 recall@thr=0.5: 0.4322 prec@thr=0.5: 0.6783 recall@top3: 0.6395 prec@top3: 0.5891 recall@top5: 0.8585 prec@top5: 0.4837 loss_action_cls: 0.0842 loss: 0.0842 2022/08/07 14:56:55 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 14:56:56 - mmengine - INFO - Epoch(train) [2][560/1441] lr: 6.5000e-02 eta: 8:53:15 time: 1.1363 data_time: 0.0668 memory: 18616 grad_norm: 0.1662 recall@thr=0.5: 0.4870 prec@thr=0.5: 0.6630 recall@top3: 0.6935 prec@top3: 0.5797 recall@top5: 0.9268 prec@top5: 0.4652 loss_action_cls: 0.0778 loss: 0.0778 2022/08/07 14:57:16 - mmengine - INFO - Epoch(train) [2][580/1441] lr: 6.5000e-02 eta: 8:52:00 time: 0.9982 data_time: 0.0379 memory: 18616 grad_norm: 0.1624 recall@thr=0.5: 0.5954 prec@thr=0.5: 0.6178 recall@top3: 0.6966 prec@top3: 0.6092 recall@top5: 0.8882 prec@top5: 0.4793 loss_action_cls: 0.0816 loss: 0.0816 2022/08/07 14:57:34 - mmengine - INFO - Epoch(train) [2][600/1441] lr: 6.5000e-02 eta: 8:50:13 time: 0.8769 data_time: 0.0490 memory: 18616 grad_norm: 0.1508 recall@thr=0.5: 0.6859 prec@thr=0.5: 0.7585 recall@top3: 0.7906 prec@top3: 0.5641 recall@top5: 0.9188 prec@top5: 0.4256 loss_action_cls: 0.0760 loss: 0.0760 2022/08/07 14:57:53 - mmengine - INFO - Epoch(train) [2][620/1441] lr: 6.5000e-02 eta: 8:48:49 time: 0.9565 data_time: 0.0315 memory: 18616 grad_norm: 0.1412 recall@thr=0.5: 0.6404 prec@thr=0.5: 0.7785 recall@top3: 0.7368 prec@top3: 0.5351 recall@top5: 0.8772 prec@top5: 0.4000 loss_action_cls: 0.0746 loss: 0.0746 2022/08/07 14:58:17 - mmengine - INFO - Epoch(train) [2][640/1441] lr: 6.5000e-02 eta: 8:48:30 time: 1.2037 data_time: 0.0519 memory: 18616 grad_norm: 0.1439 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7240 recall@top3: 0.7500 prec@top3: 0.6389 recall@top5: 0.9028 prec@top5: 0.4708 loss_action_cls: 0.0738 loss: 0.0738 2022/08/07 14:58:36 - mmengine - INFO - Epoch(train) [2][660/1441] lr: 6.5000e-02 eta: 8:47:13 time: 0.9752 data_time: 0.0495 memory: 18616 grad_norm: 0.1490 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.7756 recall@top3: 0.8248 prec@top3: 0.6667 recall@top5: 0.9786 prec@top5: 0.4821 loss_action_cls: 0.0763 loss: 0.0763 2022/08/07 14:58:55 - mmengine - INFO - Epoch(train) [2][680/1441] lr: 6.5000e-02 eta: 8:45:47 time: 0.9360 data_time: 0.0501 memory: 18616 grad_norm: 0.1565 recall@thr=0.5: 0.5191 prec@thr=0.5: 0.6562 recall@top3: 0.6997 prec@top3: 0.6111 recall@top5: 0.9028 prec@top5: 0.4667 loss_action_cls: 0.0797 loss: 0.0797 2022/08/07 14:59:16 - mmengine - INFO - Epoch(train) [2][700/1441] lr: 6.5000e-02 eta: 8:44:52 time: 1.0559 data_time: 0.0328 memory: 18616 grad_norm: 0.1542 recall@thr=0.5: 0.4370 prec@thr=0.5: 0.5367 recall@top3: 0.5926 prec@top3: 0.4519 recall@top5: 0.8148 prec@top5: 0.3911 loss_action_cls: 0.0842 loss: 0.0842 2022/08/07 14:59:38 - mmengine - INFO - Epoch(train) [2][720/1441] lr: 6.5000e-02 eta: 8:44:12 time: 1.1157 data_time: 0.0414 memory: 18616 grad_norm: 0.1370 recall@thr=0.5: 0.5562 prec@thr=0.5: 0.6744 recall@top3: 0.6919 prec@top3: 0.6202 recall@top5: 0.8895 prec@top5: 0.4884 loss_action_cls: 0.0708 loss: 0.0708 2022/08/07 14:59:59 - mmengine - INFO - Epoch(train) [2][740/1441] lr: 6.5000e-02 eta: 8:43:12 time: 1.0304 data_time: 0.0467 memory: 18616 grad_norm: 0.1440 recall@thr=0.5: 0.6339 prec@thr=0.5: 0.8363 recall@top3: 0.8348 prec@top3: 0.7083 recall@top5: 0.9122 prec@top5: 0.4679 loss_action_cls: 0.0782 loss: 0.0782 2022/08/07 15:00:16 - mmengine - INFO - Epoch(train) [2][760/1441] lr: 6.5000e-02 eta: 8:41:31 time: 0.8576 data_time: 0.0442 memory: 18616 grad_norm: 0.1284 recall@thr=0.5: 0.5734 prec@thr=0.5: 0.5988 recall@top3: 0.6885 prec@top3: 0.5238 recall@top5: 0.8571 prec@top5: 0.4143 loss_action_cls: 0.0732 loss: 0.0732 2022/08/07 15:00:38 - mmengine - INFO - Epoch(train) [2][780/1441] lr: 6.5000e-02 eta: 8:40:41 time: 1.0642 data_time: 0.0654 memory: 18616 grad_norm: 0.1312 recall@thr=0.5: 0.5850 prec@thr=0.5: 0.7386 recall@top3: 0.8317 prec@top3: 0.7124 recall@top5: 0.9350 prec@top5: 0.4941 loss_action_cls: 0.0781 loss: 0.0781 2022/08/07 15:00:58 - mmengine - INFO - Epoch(train) [2][800/1441] lr: 6.5000e-02 eta: 8:39:40 time: 1.0171 data_time: 0.0439 memory: 18616 grad_norm: 0.1542 recall@thr=0.5: 0.4879 prec@thr=0.5: 0.6489 recall@top3: 0.7280 prec@top3: 0.6383 recall@top5: 0.8642 prec@top5: 0.4809 loss_action_cls: 0.0806 loss: 0.0806 2022/08/07 15:01:16 - mmengine - INFO - Epoch(train) [2][820/1441] lr: 6.5000e-02 eta: 8:38:19 time: 0.9265 data_time: 0.0450 memory: 18616 grad_norm: 0.1535 recall@thr=0.5: 0.5385 prec@thr=0.5: 0.6624 recall@top3: 0.7009 prec@top3: 0.5641 recall@top5: 0.8419 prec@top5: 0.4000 loss_action_cls: 0.0768 loss: 0.0768 2022/08/07 15:01:38 - mmengine - INFO - Epoch(train) [2][840/1441] lr: 6.5000e-02 eta: 8:37:30 time: 1.0628 data_time: 0.0398 memory: 18616 grad_norm: 0.1574 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7093 recall@top3: 0.8222 prec@top3: 0.6741 recall@top5: 0.9481 prec@top5: 0.4622 loss_action_cls: 0.0873 loss: 0.0873 2022/08/07 15:02:00 - mmengine - INFO - Epoch(train) [2][860/1441] lr: 6.5000e-02 eta: 8:36:53 time: 1.1126 data_time: 0.0384 memory: 18616 grad_norm: 0.1708 recall@thr=0.5: 0.6637 prec@thr=0.5: 0.7164 recall@top3: 0.7588 prec@top3: 0.6725 recall@top5: 0.9327 prec@top5: 0.5088 loss_action_cls: 0.0813 loss: 0.0813 2022/08/07 15:02:23 - mmengine - INFO - Epoch(train) [2][880/1441] lr: 6.5000e-02 eta: 8:36:28 time: 1.1604 data_time: 0.0375 memory: 18616 grad_norm: 0.1513 recall@thr=0.5: 0.6930 prec@thr=0.5: 0.6711 recall@top3: 0.7588 prec@top3: 0.5673 recall@top5: 0.9357 prec@top5: 0.4246 loss_action_cls: 0.0784 loss: 0.0784 2022/08/07 15:02:40 - mmengine - INFO - Epoch(train) [2][900/1441] lr: 6.5000e-02 eta: 8:34:51 time: 0.8462 data_time: 0.0329 memory: 18616 grad_norm: 0.1517 recall@thr=0.5: 0.6344 prec@thr=0.5: 0.6623 recall@top3: 0.6417 prec@top3: 0.5290 recall@top5: 0.8623 prec@top5: 0.4391 loss_action_cls: 0.0677 loss: 0.0677 2022/08/07 15:02:58 - mmengine - INFO - Epoch(train) [2][920/1441] lr: 6.5000e-02 eta: 8:33:32 time: 0.9179 data_time: 0.0359 memory: 18616 grad_norm: 0.1371 recall@thr=0.5: 0.6402 prec@thr=0.5: 0.7609 recall@top3: 0.7616 prec@top3: 0.6594 recall@top5: 0.9312 prec@top5: 0.5087 loss_action_cls: 0.0744 loss: 0.0744 2022/08/07 15:03:21 - mmengine - INFO - Epoch(train) [2][940/1441] lr: 6.5000e-02 eta: 8:33:04 time: 1.1408 data_time: 0.3113 memory: 18616 grad_norm: 0.1240 recall@thr=0.5: 0.5637 prec@thr=0.5: 0.6691 recall@top3: 0.7010 prec@top3: 0.5980 recall@top5: 0.8186 prec@top5: 0.4353 loss_action_cls: 0.0853 loss: 0.0853 2022/08/07 15:03:40 - mmengine - INFO - Epoch(train) [2][960/1441] lr: 6.5000e-02 eta: 8:31:55 time: 0.9591 data_time: 0.0853 memory: 18616 grad_norm: 0.1382 recall@thr=0.5: 0.6178 prec@thr=0.5: 0.7138 recall@top3: 0.7772 prec@top3: 0.6377 recall@top5: 0.9040 prec@top5: 0.4652 loss_action_cls: 0.0756 loss: 0.0756 2022/08/07 15:04:00 - mmengine - INFO - Epoch(train) [2][980/1441] lr: 6.5000e-02 eta: 8:30:52 time: 0.9797 data_time: 0.1547 memory: 18616 grad_norm: 0.1243 recall@thr=0.5: 0.4211 prec@thr=0.5: 0.5877 recall@top3: 0.7316 prec@top3: 0.5175 recall@top5: 0.8886 prec@top5: 0.4053 loss_action_cls: 0.0676 loss: 0.0676 2022/08/07 15:04:20 - mmengine - INFO - Epoch(train) [2][1000/1441] lr: 6.5000e-02 eta: 8:29:53 time: 0.9926 data_time: 0.0599 memory: 18616 grad_norm: 0.1403 recall@thr=0.5: 0.6651 prec@thr=0.5: 0.8411 recall@top3: 0.6946 prec@top3: 0.6589 recall@top5: 0.9535 prec@top5: 0.5488 loss_action_cls: 0.0768 loss: 0.0768 2022/08/07 15:04:39 - mmengine - INFO - Epoch(train) [2][1020/1441] lr: 6.5000e-02 eta: 8:28:44 time: 0.9476 data_time: 0.1095 memory: 18616 grad_norm: 0.1273 recall@thr=0.5: 0.4119 prec@thr=0.5: 0.5714 recall@top3: 0.6595 prec@top3: 0.6190 recall@top5: 0.9290 prec@top5: 0.5190 loss_action_cls: 0.0785 loss: 0.0785 2022/08/07 15:05:02 - mmengine - INFO - Epoch(train) [2][1040/1441] lr: 6.5000e-02 eta: 8:28:19 time: 1.1497 data_time: 0.2800 memory: 18616 grad_norm: 0.1486 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8292 recall@top3: 0.7875 prec@top3: 0.5917 recall@top5: 0.9250 prec@top5: 0.4300 loss_action_cls: 0.0740 loss: 0.0740 2022/08/07 15:05:19 - mmengine - INFO - Epoch(train) [2][1060/1441] lr: 6.5000e-02 eta: 8:26:55 time: 0.8694 data_time: 0.0368 memory: 18616 grad_norm: 0.1415 recall@thr=0.5: 0.5967 prec@thr=0.5: 0.7307 recall@top3: 0.6679 prec@top3: 0.6726 recall@top5: 0.9259 prec@top5: 0.5500 loss_action_cls: 0.0738 loss: 0.0738 2022/08/07 15:05:39 - mmengine - INFO - Epoch(train) [2][1080/1441] lr: 6.5000e-02 eta: 8:25:53 time: 0.9684 data_time: 0.0421 memory: 18616 grad_norm: 0.1541 recall@thr=0.5: 0.5709 prec@thr=0.5: 0.6950 recall@top3: 0.7943 prec@top3: 0.6950 recall@top5: 0.9113 prec@top5: 0.4809 loss_action_cls: 0.0655 loss: 0.0655 2022/08/07 15:06:02 - mmengine - INFO - Epoch(train) [2][1100/1441] lr: 6.5000e-02 eta: 8:25:28 time: 1.1470 data_time: 0.0421 memory: 18616 grad_norm: 0.1484 recall@thr=0.5: 0.5630 prec@thr=0.5: 0.6926 recall@top3: 0.7481 prec@top3: 0.6000 recall@top5: 0.9667 prec@top5: 0.4756 loss_action_cls: 0.0784 loss: 0.0784 2022/08/07 15:06:22 - mmengine - INFO - Epoch(train) [2][1120/1441] lr: 6.5000e-02 eta: 8:24:41 time: 1.0348 data_time: 0.0445 memory: 18616 grad_norm: 0.1459 recall@thr=0.5: 0.6404 prec@thr=0.5: 0.8202 recall@top3: 0.7500 prec@top3: 0.6228 recall@top5: 0.8991 prec@top5: 0.4632 loss_action_cls: 0.0717 loss: 0.0717 2022/08/07 15:07:03 - mmengine - INFO - Epoch(train) [2][1140/1441] lr: 6.5000e-02 eta: 8:27:15 time: 2.0246 data_time: 0.0343 memory: 18616 grad_norm: 0.1119 recall@thr=0.5: 0.7909 prec@thr=0.5: 0.8428 recall@top3: 0.8396 prec@top3: 0.6667 recall@top5: 0.9764 prec@top5: 0.4717 loss_action_cls: 0.0767 loss: 0.0767 2022/08/07 15:07:30 - mmengine - INFO - Epoch(train) [2][1160/1441] lr: 6.5000e-02 eta: 8:27:32 time: 1.3602 data_time: 0.0354 memory: 18616 grad_norm: 0.1369 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.8659 recall@top3: 0.8313 prec@top3: 0.6748 recall@top5: 0.9614 prec@top5: 0.4878 loss_action_cls: 0.0764 loss: 0.0764 2022/08/07 15:07:51 - mmengine - INFO - Epoch(train) [2][1180/1441] lr: 6.5000e-02 eta: 8:26:48 time: 1.0594 data_time: 0.0401 memory: 18616 grad_norm: 0.1241 recall@thr=0.5: 0.5906 prec@thr=0.5: 0.7705 recall@top3: 0.7076 prec@top3: 0.6257 recall@top5: 0.8158 prec@top5: 0.4526 loss_action_cls: 0.0758 loss: 0.0758 2022/08/07 15:08:15 - mmengine - INFO - Epoch(train) [2][1200/1441] lr: 6.5000e-02 eta: 8:26:34 time: 1.2060 data_time: 0.0404 memory: 18616 grad_norm: 0.1445 recall@thr=0.5: 0.6322 prec@thr=0.5: 0.8167 recall@top3: 0.7711 prec@top3: 0.6074 recall@top5: 0.9389 prec@top5: 0.4578 loss_action_cls: 0.0696 loss: 0.0696 2022/08/07 15:08:43 - mmengine - INFO - Epoch(train) [2][1220/1441] lr: 6.5000e-02 eta: 8:26:55 time: 1.3872 data_time: 0.0544 memory: 18616 grad_norm: 0.1489 recall@thr=0.5: 0.5448 prec@thr=0.5: 0.5000 recall@top3: 0.6971 prec@top3: 0.5048 recall@top5: 0.8181 prec@top5: 0.3600 loss_action_cls: 0.0718 loss: 0.0718 2022/08/07 15:09:10 - mmengine - INFO - Epoch(train) [2][1240/1441] lr: 6.5000e-02 eta: 8:27:12 time: 1.3656 data_time: 0.0437 memory: 18616 grad_norm: 0.1332 recall@thr=0.5: 0.6643 prec@thr=0.5: 0.6783 recall@top3: 0.7070 prec@top3: 0.5891 recall@top5: 0.8380 prec@top5: 0.4372 loss_action_cls: 0.0711 loss: 0.0711 2022/08/07 15:09:32 - mmengine - INFO - Epoch(train) [2][1260/1441] lr: 6.5000e-02 eta: 8:26:31 time: 1.0752 data_time: 0.0575 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.5855 prec@thr=0.5: 0.6624 recall@top3: 0.6923 prec@top3: 0.5128 recall@top5: 0.8846 prec@top5: 0.3897 loss_action_cls: 0.0715 loss: 0.0715 2022/08/07 15:09:53 - mmengine - INFO - Epoch(train) [2][1280/1441] lr: 6.5000e-02 eta: 8:25:48 time: 1.0579 data_time: 0.0368 memory: 18616 grad_norm: 0.1225 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.8077 recall@top3: 0.8237 prec@top3: 0.6731 recall@top5: 0.9215 prec@top5: 0.4615 loss_action_cls: 0.0802 loss: 0.0802 2022/08/07 15:10:17 - mmengine - INFO - Epoch(train) [2][1300/1441] lr: 6.5000e-02 eta: 8:25:32 time: 1.2049 data_time: 0.0602 memory: 18616 grad_norm: 0.1423 recall@thr=0.5: 0.7063 prec@thr=0.5: 0.7698 recall@top3: 0.7996 prec@top3: 0.6429 recall@top5: 0.9405 prec@top5: 0.4762 loss_action_cls: 0.0727 loss: 0.0727 2022/08/07 15:10:38 - mmengine - INFO - Epoch(train) [2][1320/1441] lr: 6.5000e-02 eta: 8:24:51 time: 1.0648 data_time: 0.0383 memory: 18616 grad_norm: 0.1185 recall@thr=0.5: 0.6006 prec@thr=0.5: 0.7945 recall@top3: 0.7414 prec@top3: 0.6839 recall@top5: 0.8678 prec@top5: 0.4862 loss_action_cls: 0.0725 loss: 0.0725 2022/08/07 15:11:03 - mmengine - INFO - Epoch(train) [2][1340/1441] lr: 6.5000e-02 eta: 8:24:38 time: 1.2198 data_time: 0.0373 memory: 18616 grad_norm: 0.1253 recall@thr=0.5: 0.4938 prec@thr=0.5: 0.6543 recall@top3: 0.6250 prec@top3: 0.5741 recall@top5: 0.7346 prec@top5: 0.4111 loss_action_cls: 0.0776 loss: 0.0776 2022/08/07 15:11:30 - mmengine - INFO - Epoch(train) [2][1360/1441] lr: 6.5000e-02 eta: 8:24:55 time: 1.3794 data_time: 0.0408 memory: 18616 grad_norm: 0.1320 recall@thr=0.5: 0.5912 prec@thr=0.5: 0.7642 recall@top3: 0.7421 prec@top3: 0.7107 recall@top5: 0.8978 prec@top5: 0.5245 loss_action_cls: 0.0714 loss: 0.0714 2022/08/07 15:11:50 - mmengine - INFO - Epoch(train) [2][1380/1441] lr: 6.5000e-02 eta: 8:23:58 time: 0.9830 data_time: 0.0511 memory: 18616 grad_norm: 0.1234 recall@thr=0.5: 0.6884 prec@thr=0.5: 0.8062 recall@top3: 0.8062 prec@top3: 0.7174 recall@top5: 0.9185 prec@top5: 0.5000 loss_action_cls: 0.0706 loss: 0.0706 2022/08/07 15:12:21 - mmengine - INFO - Epoch(train) [2][1400/1441] lr: 6.5000e-02 eta: 8:24:46 time: 1.5508 data_time: 0.0401 memory: 18616 grad_norm: 0.1335 recall@thr=0.5: 0.7329 prec@thr=0.5: 0.7897 recall@top3: 0.8163 prec@top3: 0.6905 recall@top5: 0.9488 prec@top5: 0.4952 loss_action_cls: 0.0697 loss: 0.0697 2022/08/07 15:12:44 - mmengine - INFO - Epoch(train) [2][1420/1441] lr: 6.5000e-02 eta: 8:24:24 time: 1.1733 data_time: 0.0386 memory: 18616 grad_norm: 0.1293 recall@thr=0.5: 0.7045 prec@thr=0.5: 0.6992 recall@top3: 0.8390 prec@top3: 0.5758 recall@top5: 0.9564 prec@top5: 0.4045 loss_action_cls: 0.0683 loss: 0.0683 2022/08/07 15:14:10 - mmengine - INFO - Epoch(train) [2][1440/1441] lr: 6.5000e-02 eta: 8:33:23 time: 4.2877 data_time: 0.0351 memory: 18616 grad_norm: 0.1387 recall@thr=0.5: 0.5996 prec@thr=0.5: 0.6522 recall@top3: 0.7554 prec@top3: 0.6087 recall@top5: 0.9384 prec@top5: 0.4435 loss_action_cls: 0.0688 loss: 0.0688 2022/08/07 15:14:11 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 15:14:11 - mmengine - INFO - Epoch(train) [2][1441/1441] lr: 6.5000e-02 eta: 8:33:23 time: 4.2772 data_time: 0.0398 memory: 9568 grad_norm: 0.1419 recall@thr=0.5: 0.7067 prec@thr=0.5: 0.6507 recall@top3: 0.7467 prec@top3: 0.6133 recall@top5: 0.9467 prec@top5: 0.4800 loss_action_cls: 0.0673 loss: 0.0673 2022/08/07 15:14:11 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/08/07 15:14:19 - mmengine - INFO - Epoch(val) [2][20/6282] eta: 0:24:54 time: 0.2386 data_time: 0.2045 memory: 663 2022/08/07 15:14:24 - mmengine - INFO - Epoch(val) [2][40/6282] eta: 0:24:54 time: 0.2395 data_time: 0.1978 memory: 663 2022/08/07 15:14:28 - mmengine - INFO - Epoch(val) [2][60/6282] eta: 0:19:33 time: 0.1886 data_time: 0.1561 memory: 663 2022/08/07 15:14:31 - mmengine - INFO - Epoch(val) [2][80/6282] eta: 0:16:57 time: 0.1640 data_time: 0.1337 memory: 663 2022/08/07 15:14:33 - mmengine - INFO - Epoch(val) [2][100/6282] eta: 0:06:30 time: 0.0631 data_time: 0.0328 memory: 663 2022/08/07 15:14:33 - mmengine - INFO - Epoch(val) [2][120/6282] eta: 0:04:02 time: 0.0394 data_time: 0.0028 memory: 726 2022/08/07 15:14:36 - mmengine - INFO - Epoch(val) [2][140/6282] eta: 0:13:07 time: 0.1283 data_time: 0.0843 memory: 726 2022/08/07 15:14:38 - mmengine - INFO - Epoch(val) [2][160/6282] eta: 0:10:37 time: 0.1041 data_time: 0.0641 memory: 726 2022/08/07 15:14:41 - mmengine - INFO - Epoch(val) [2][180/6282] eta: 0:12:54 time: 0.1270 data_time: 0.0874 memory: 726 2022/08/07 15:14:42 - mmengine - INFO - Epoch(val) [2][200/6282] eta: 0:09:06 time: 0.0898 data_time: 0.0501 memory: 726 2022/08/07 15:14:43 - mmengine - INFO - Epoch(val) [2][220/6282] eta: 0:03:20 time: 0.0330 data_time: 0.0025 memory: 676 2022/08/07 15:14:46 - mmengine - INFO - Epoch(val) [2][240/6282] eta: 0:16:00 time: 0.1590 data_time: 0.1277 memory: 676 2022/08/07 15:14:49 - mmengine - INFO - Epoch(val) [2][260/6282] eta: 0:12:51 time: 0.1281 data_time: 0.0963 memory: 676 2022/08/07 15:14:50 - mmengine - INFO - Epoch(val) [2][280/6282] eta: 0:04:40 time: 0.0467 data_time: 0.0148 memory: 676 2022/08/07 15:14:55 - mmengine - INFO - Epoch(val) [2][300/6282] eta: 0:28:07 time: 0.2821 data_time: 0.2452 memory: 726 2022/08/07 15:15:01 - mmengine - INFO - Epoch(val) [2][320/6282] eta: 0:29:34 time: 0.2976 data_time: 0.2576 memory: 726 2022/08/07 15:15:02 - mmengine - INFO - Epoch(val) [2][340/6282] eta: 0:04:05 time: 0.0413 data_time: 0.0025 memory: 726 2022/08/07 15:15:04 - mmengine - INFO - Epoch(val) [2][360/6282] eta: 0:09:10 time: 0.0930 data_time: 0.0521 memory: 726 2022/08/07 15:15:10 - mmengine - INFO - Epoch(val) [2][380/6282] eta: 0:28:10 time: 0.2864 data_time: 0.2354 memory: 726 2022/08/07 15:15:10 - mmengine - INFO - Epoch(val) [2][400/6282] eta: 0:03:39 time: 0.0373 data_time: 0.0023 memory: 726 2022/08/07 15:15:11 - mmengine - INFO - Epoch(val) [2][420/6282] eta: 0:03:20 time: 0.0342 data_time: 0.0029 memory: 677 2022/08/07 15:15:13 - mmengine - INFO - Epoch(val) [2][440/6282] eta: 0:08:13 time: 0.0845 data_time: 0.0535 memory: 677 2022/08/07 15:15:16 - mmengine - INFO - Epoch(val) [2][460/6282] eta: 0:15:34 time: 0.1605 data_time: 0.1277 memory: 677 2022/08/07 15:15:18 - mmengine - INFO - Epoch(val) [2][480/6282] eta: 0:07:25 time: 0.0768 data_time: 0.0452 memory: 677 2022/08/07 15:15:18 - mmengine - INFO - Epoch(val) [2][500/6282] eta: 0:03:14 time: 0.0337 data_time: 0.0023 memory: 677 2022/08/07 15:15:21 - mmengine - INFO - Epoch(val) [2][520/6282] eta: 0:15:20 time: 0.1597 data_time: 0.1280 memory: 676 2022/08/07 15:15:24 - mmengine - INFO - Epoch(val) [2][540/6282] eta: 0:11:06 time: 0.1161 data_time: 0.0849 memory: 676 2022/08/07 15:15:26 - mmengine - INFO - Epoch(val) [2][560/6282] eta: 0:12:14 time: 0.1283 data_time: 0.0957 memory: 676 2022/08/07 15:15:29 - mmengine - INFO - Epoch(val) [2][580/6282] eta: 0:10:58 time: 0.1155 data_time: 0.0842 memory: 676 2022/08/07 15:15:31 - mmengine - INFO - Epoch(val) [2][600/6282] eta: 0:12:10 time: 0.1285 data_time: 0.0958 memory: 676 2022/08/07 15:15:34 - mmengine - INFO - Epoch(val) [2][620/6282] eta: 0:14:50 time: 0.1574 data_time: 0.1218 memory: 676 2022/08/07 15:15:37 - mmengine - INFO - Epoch(val) [2][640/6282] eta: 0:10:32 time: 0.1122 data_time: 0.0815 memory: 670 2022/08/07 15:15:41 - mmengine - INFO - Epoch(val) [2][660/6282] eta: 0:19:10 time: 0.2046 data_time: 0.1740 memory: 670 2022/08/07 15:15:44 - mmengine - INFO - Epoch(val) [2][680/6282] eta: 0:15:24 time: 0.1650 data_time: 0.1318 memory: 670 2022/08/07 15:15:47 - mmengine - INFO - Epoch(val) [2][700/6282] eta: 0:16:15 time: 0.1747 data_time: 0.1364 memory: 670 2022/08/07 15:15:51 - mmengine - INFO - Epoch(val) [2][720/6282] eta: 0:16:31 time: 0.1783 data_time: 0.1384 memory: 726 2022/08/07 15:15:55 - mmengine - INFO - Epoch(val) [2][740/6282] eta: 0:18:29 time: 0.2002 data_time: 0.1584 memory: 726 2022/08/07 15:15:58 - mmengine - INFO - Epoch(val) [2][760/6282] eta: 0:12:32 time: 0.1363 data_time: 0.0933 memory: 726 2022/08/07 15:16:03 - mmengine - INFO - Epoch(val) [2][780/6282] eta: 0:22:57 time: 0.2503 data_time: 0.2091 memory: 726 2022/08/07 15:16:05 - mmengine - INFO - Epoch(val) [2][800/6282] eta: 0:08:53 time: 0.0973 data_time: 0.0565 memory: 726 2022/08/07 15:16:09 - mmengine - INFO - Epoch(val) [2][820/6282] eta: 0:19:59 time: 0.2197 data_time: 0.1828 memory: 726 2022/08/07 15:16:12 - mmengine - INFO - Epoch(val) [2][840/6282] eta: 0:11:38 time: 0.1284 data_time: 0.0937 memory: 676 2022/08/07 15:16:14 - mmengine - INFO - Epoch(val) [2][860/6282] eta: 0:10:18 time: 0.1141 data_time: 0.0819 memory: 676 2022/08/07 15:16:16 - mmengine - INFO - Epoch(val) [2][880/6282] eta: 0:10:48 time: 0.1200 data_time: 0.0897 memory: 676 2022/08/07 15:16:20 - mmengine - INFO - Epoch(val) [2][900/6282] eta: 0:16:16 time: 0.1814 data_time: 0.1470 memory: 676 2022/08/07 15:16:24 - mmengine - INFO - Epoch(val) [2][920/6282] eta: 0:18:41 time: 0.2091 data_time: 0.1760 memory: 676 2022/08/07 15:16:26 - mmengine - INFO - Epoch(val) [2][940/6282] eta: 0:07:35 time: 0.0853 data_time: 0.0557 memory: 663 2022/08/07 15:16:29 - mmengine - INFO - Epoch(val) [2][960/6282] eta: 0:14:10 time: 0.1597 data_time: 0.1285 memory: 663 2022/08/07 15:16:32 - mmengine - INFO - Epoch(val) [2][980/6282] eta: 0:14:32 time: 0.1645 data_time: 0.1349 memory: 663 2022/08/07 15:16:36 - mmengine - INFO - Epoch(val) [2][1000/6282] eta: 0:18:05 time: 0.2056 data_time: 0.1752 memory: 663 2022/08/07 15:16:39 - mmengine - INFO - Epoch(val) [2][1020/6282] eta: 0:11:07 time: 0.1269 data_time: 0.0951 memory: 676 2022/08/07 15:16:40 - mmengine - INFO - Epoch(val) [2][1040/6282] eta: 0:05:25 time: 0.0622 data_time: 0.0316 memory: 676 2022/08/07 15:16:44 - mmengine - INFO - Epoch(val) [2][1060/6282] eta: 0:15:40 time: 0.1800 data_time: 0.1473 memory: 676 2022/08/07 15:16:48 - mmengine - INFO - Epoch(val) [2][1080/6282] eta: 0:16:41 time: 0.1926 data_time: 0.1624 memory: 676 2022/08/07 15:16:49 - mmengine - INFO - Epoch(val) [2][1100/6282] eta: 0:06:16 time: 0.0727 data_time: 0.0345 memory: 676 2022/08/07 15:16:52 - mmengine - INFO - Epoch(val) [2][1120/6282] eta: 0:10:55 time: 0.1269 data_time: 0.0926 memory: 676 2022/08/07 15:16:55 - mmengine - INFO - Epoch(val) [2][1140/6282] eta: 0:13:23 time: 0.1562 data_time: 0.1239 memory: 676 2022/08/07 15:16:58 - mmengine - INFO - Epoch(val) [2][1160/6282] eta: 0:14:13 time: 0.1666 data_time: 0.1336 memory: 676 2022/08/07 15:17:01 - mmengine - INFO - Epoch(val) [2][1180/6282] eta: 0:12:33 time: 0.1476 data_time: 0.1153 memory: 676 2022/08/07 15:17:04 - mmengine - INFO - Epoch(val) [2][1200/6282] eta: 0:10:06 time: 0.1194 data_time: 0.0863 memory: 676 2022/08/07 15:17:05 - mmengine - INFO - Epoch(val) [2][1220/6282] eta: 0:04:20 time: 0.0515 data_time: 0.0179 memory: 676 2022/08/07 15:17:11 - mmengine - INFO - Epoch(val) [2][1240/6282] eta: 0:27:14 time: 0.3242 data_time: 0.2754 memory: 726 2022/08/07 15:17:14 - mmengine - INFO - Epoch(val) [2][1260/6282] eta: 0:11:50 time: 0.1414 data_time: 0.0997 memory: 726 2022/08/07 15:17:21 - mmengine - INFO - Epoch(val) [2][1280/6282] eta: 0:30:45 time: 0.3690 data_time: 0.3217 memory: 726 2022/08/07 15:17:24 - mmengine - INFO - Epoch(val) [2][1300/6282] eta: 0:12:02 time: 0.1450 data_time: 0.0782 memory: 726 2022/08/07 15:17:27 - mmengine - INFO - Epoch(val) [2][1320/6282] eta: 0:12:03 time: 0.1458 data_time: 0.1005 memory: 726 2022/08/07 15:17:30 - mmengine - INFO - Epoch(val) [2][1340/6282] eta: 0:12:07 time: 0.1473 data_time: 0.1043 memory: 726 2022/08/07 15:17:33 - mmengine - INFO - Epoch(val) [2][1360/6282] eta: 0:14:06 time: 0.1721 data_time: 0.1271 memory: 726 2022/08/07 15:17:36 - mmengine - INFO - Epoch(val) [2][1380/6282] eta: 0:09:36 time: 0.1177 data_time: 0.0422 memory: 726 2022/08/07 15:17:40 - mmengine - INFO - Epoch(val) [2][1400/6282] eta: 0:16:42 time: 0.2053 data_time: 0.1587 memory: 726 2022/08/07 15:17:43 - mmengine - INFO - Epoch(val) [2][1420/6282] eta: 0:13:58 time: 0.1725 data_time: 0.1324 memory: 726 2022/08/07 15:17:46 - mmengine - INFO - Epoch(val) [2][1440/6282] eta: 0:11:00 time: 0.1364 data_time: 0.0953 memory: 726 2022/08/07 15:17:48 - mmengine - INFO - Epoch(val) [2][1460/6282] eta: 0:08:33 time: 0.1066 data_time: 0.0672 memory: 726 2022/08/07 15:17:51 - mmengine - INFO - Epoch(val) [2][1480/6282] eta: 0:10:10 time: 0.1271 data_time: 0.0876 memory: 726 2022/08/07 15:17:52 - mmengine - INFO - Epoch(val) [2][1500/6282] eta: 0:06:44 time: 0.0846 data_time: 0.0456 memory: 726 2022/08/07 15:17:56 - mmengine - INFO - Epoch(val) [2][1520/6282] eta: 0:12:22 time: 0.1559 data_time: 0.1159 memory: 798 2022/08/07 15:18:00 - mmengine - INFO - Epoch(val) [2][1540/6282] eta: 0:18:50 time: 0.2384 data_time: 0.1863 memory: 798 2022/08/07 15:18:05 - mmengine - INFO - Epoch(val) [2][1560/6282] eta: 0:17:59 time: 0.2285 data_time: 0.1796 memory: 798 2022/08/07 15:18:10 - mmengine - INFO - Epoch(val) [2][1580/6282] eta: 0:19:02 time: 0.2431 data_time: 0.1927 memory: 798 2022/08/07 15:18:15 - mmengine - INFO - Epoch(val) [2][1600/6282] eta: 0:22:11 time: 0.2844 data_time: 0.2342 memory: 798 2022/08/07 15:18:17 - mmengine - INFO - Epoch(val) [2][1620/6282] eta: 0:04:00 time: 0.0517 data_time: 0.0034 memory: 798 2022/08/07 15:18:21 - mmengine - INFO - Epoch(val) [2][1640/6282] eta: 0:16:14 time: 0.2099 data_time: 0.1697 memory: 726 2022/08/07 15:18:23 - mmengine - INFO - Epoch(val) [2][1660/6282] eta: 0:09:03 time: 0.1175 data_time: 0.0783 memory: 726 2022/08/07 15:18:26 - mmengine - INFO - Epoch(val) [2][1680/6282] eta: 0:12:41 time: 0.1655 data_time: 0.1258 memory: 726 2022/08/07 15:18:29 - mmengine - INFO - Epoch(val) [2][1700/6282] eta: 0:09:32 time: 0.1250 data_time: 0.0868 memory: 726 2022/08/07 15:18:31 - mmengine - INFO - Epoch(val) [2][1720/6282] eta: 0:06:35 time: 0.0868 data_time: 0.0369 memory: 726 2022/08/07 15:18:32 - mmengine - INFO - Epoch(val) [2][1740/6282] eta: 0:04:33 time: 0.0601 data_time: 0.0127 memory: 726 2022/08/07 15:18:33 - mmengine - INFO - Epoch(val) [2][1760/6282] eta: 0:03:50 time: 0.0509 data_time: 0.0055 memory: 726 2022/08/07 15:18:34 - mmengine - INFO - Epoch(val) [2][1780/6282] eta: 0:04:02 time: 0.0538 data_time: 0.0060 memory: 726 2022/08/07 15:18:35 - mmengine - INFO - Epoch(val) [2][1800/6282] eta: 0:03:59 time: 0.0533 data_time: 0.0038 memory: 726 2022/08/07 15:18:36 - mmengine - INFO - Epoch(val) [2][1820/6282] eta: 0:03:38 time: 0.0489 data_time: 0.0049 memory: 726 2022/08/07 15:18:38 - mmengine - INFO - Epoch(val) [2][1840/6282] eta: 0:05:55 time: 0.0800 data_time: 0.0283 memory: 726 2022/08/07 15:18:41 - mmengine - INFO - Epoch(val) [2][1860/6282] eta: 0:12:48 time: 0.1738 data_time: 0.1244 memory: 726 2022/08/07 15:18:44 - mmengine - INFO - Epoch(val) [2][1880/6282] eta: 0:10:39 time: 0.1453 data_time: 0.0823 memory: 726 2022/08/07 15:18:47 - mmengine - INFO - Epoch(val) [2][1900/6282] eta: 0:12:03 time: 0.1652 data_time: 0.1191 memory: 726 2022/08/07 15:18:50 - mmengine - INFO - Epoch(val) [2][1920/6282] eta: 0:10:42 time: 0.1472 data_time: 0.1019 memory: 726 2022/08/07 15:18:53 - mmengine - INFO - Epoch(val) [2][1940/6282] eta: 0:10:56 time: 0.1513 data_time: 0.0789 memory: 726 2022/08/07 15:18:54 - mmengine - INFO - Epoch(val) [2][1960/6282] eta: 0:03:37 time: 0.0504 data_time: 0.0041 memory: 677 2022/08/07 15:18:55 - mmengine - INFO - Epoch(val) [2][1980/6282] eta: 0:03:53 time: 0.0543 data_time: 0.0068 memory: 677 2022/08/07 15:18:56 - mmengine - INFO - Epoch(val) [2][2000/6282] eta: 0:03:52 time: 0.0542 data_time: 0.0064 memory: 677 2022/08/07 15:18:57 - mmengine - INFO - Epoch(val) [2][2020/6282] eta: 0:03:39 time: 0.0514 data_time: 0.0069 memory: 677 2022/08/07 15:18:59 - mmengine - INFO - Epoch(val) [2][2040/6282] eta: 0:03:49 time: 0.0541 data_time: 0.0059 memory: 677 2022/08/07 15:19:00 - mmengine - INFO - Epoch(val) [2][2060/6282] eta: 0:04:09 time: 0.0591 data_time: 0.0063 memory: 677 2022/08/07 15:19:01 - mmengine - INFO - Epoch(val) [2][2080/6282] eta: 0:03:42 time: 0.0529 data_time: 0.0070 memory: 677 2022/08/07 15:19:02 - mmengine - INFO - Epoch(val) [2][2100/6282] eta: 0:03:57 time: 0.0569 data_time: 0.0074 memory: 677 2022/08/07 15:19:04 - mmengine - INFO - Epoch(val) [2][2120/6282] eta: 0:05:31 time: 0.0795 data_time: 0.0069 memory: 677 2022/08/07 15:19:05 - mmengine - INFO - Epoch(val) [2][2140/6282] eta: 0:03:50 time: 0.0556 data_time: 0.0046 memory: 677 2022/08/07 15:19:06 - mmengine - INFO - Epoch(val) [2][2160/6282] eta: 0:03:39 time: 0.0532 data_time: 0.0064 memory: 676 2022/08/07 15:19:07 - mmengine - INFO - Epoch(val) [2][2180/6282] eta: 0:03:43 time: 0.0545 data_time: 0.0064 memory: 676 2022/08/07 15:19:08 - mmengine - INFO - Epoch(val) [2][2200/6282] eta: 0:03:41 time: 0.0544 data_time: 0.0059 memory: 676 2022/08/07 15:19:09 - mmengine - INFO - Epoch(val) [2][2220/6282] eta: 0:03:39 time: 0.0541 data_time: 0.0050 memory: 676 2022/08/07 15:19:10 - mmengine - INFO - Epoch(val) [2][2240/6282] eta: 0:03:29 time: 0.0517 data_time: 0.0047 memory: 676 2022/08/07 15:19:11 - mmengine - INFO - Epoch(val) [2][2260/6282] eta: 0:03:52 time: 0.0577 data_time: 0.0071 memory: 677 2022/08/07 15:19:12 - mmengine - INFO - Epoch(val) [2][2280/6282] eta: 0:03:34 time: 0.0537 data_time: 0.0060 memory: 677 2022/08/07 15:19:13 - mmengine - INFO - Epoch(val) [2][2300/6282] eta: 0:03:35 time: 0.0540 data_time: 0.0067 memory: 677 2022/08/07 15:19:15 - mmengine - INFO - Epoch(val) [2][2320/6282] eta: 0:05:24 time: 0.0818 data_time: 0.0070 memory: 677 2022/08/07 15:19:16 - mmengine - INFO - Epoch(val) [2][2340/6282] eta: 0:03:30 time: 0.0533 data_time: 0.0064 memory: 677 2022/08/07 15:19:17 - mmengine - INFO - Epoch(val) [2][2360/6282] eta: 0:03:34 time: 0.0547 data_time: 0.0074 memory: 676 2022/08/07 15:19:18 - mmengine - INFO - Epoch(val) [2][2380/6282] eta: 0:03:30 time: 0.0541 data_time: 0.0068 memory: 676 2022/08/07 15:19:19 - mmengine - INFO - Epoch(val) [2][2400/6282] eta: 0:03:32 time: 0.0547 data_time: 0.0076 memory: 676 2022/08/07 15:19:20 - mmengine - INFO - Epoch(val) [2][2420/6282] eta: 0:03:37 time: 0.0562 data_time: 0.0070 memory: 676 2022/08/07 15:19:21 - mmengine - INFO - Epoch(val) [2][2440/6282] eta: 0:03:20 time: 0.0522 data_time: 0.0071 memory: 676 2022/08/07 15:19:23 - mmengine - INFO - Epoch(val) [2][2460/6282] eta: 0:05:19 time: 0.0836 data_time: 0.0261 memory: 726 2022/08/07 15:19:25 - mmengine - INFO - Epoch(val) [2][2480/6282] eta: 0:06:47 time: 0.1072 data_time: 0.0279 memory: 726 2022/08/07 15:19:27 - mmengine - INFO - Epoch(val) [2][2500/6282] eta: 0:04:25 time: 0.0703 data_time: 0.0158 memory: 726 2022/08/07 15:19:29 - mmengine - INFO - Epoch(val) [2][2520/6282] eta: 0:05:51 time: 0.0935 data_time: 0.0398 memory: 726 2022/08/07 15:19:31 - mmengine - INFO - Epoch(val) [2][2540/6282] eta: 0:07:39 time: 0.1227 data_time: 0.0745 memory: 726 2022/08/07 15:19:34 - mmengine - INFO - Epoch(val) [2][2560/6282] eta: 0:08:25 time: 0.1358 data_time: 0.0851 memory: 726 2022/08/07 15:19:38 - mmengine - INFO - Epoch(val) [2][2580/6282] eta: 0:11:50 time: 0.1920 data_time: 0.1280 memory: 726 2022/08/07 15:19:40 - mmengine - INFO - Epoch(val) [2][2600/6282] eta: 0:08:24 time: 0.1371 data_time: 0.0910 memory: 726 2022/08/07 15:19:44 - mmengine - INFO - Epoch(val) [2][2620/6282] eta: 0:10:32 time: 0.1728 data_time: 0.1281 memory: 726 2022/08/07 15:19:47 - mmengine - INFO - Epoch(val) [2][2640/6282] eta: 0:08:50 time: 0.1456 data_time: 0.0826 memory: 726 2022/08/07 15:19:48 - mmengine - INFO - Epoch(val) [2][2660/6282] eta: 0:03:55 time: 0.0651 data_time: 0.0055 memory: 791 2022/08/07 15:19:49 - mmengine - INFO - Epoch(val) [2][2680/6282] eta: 0:04:18 time: 0.0717 data_time: 0.0109 memory: 791 2022/08/07 15:19:51 - mmengine - INFO - Epoch(val) [2][2700/6282] eta: 0:04:23 time: 0.0736 data_time: 0.0075 memory: 791 2022/08/07 15:19:52 - mmengine - INFO - Epoch(val) [2][2720/6282] eta: 0:04:09 time: 0.0701 data_time: 0.0079 memory: 791 2022/08/07 15:19:54 - mmengine - INFO - Epoch(val) [2][2740/6282] eta: 0:04:12 time: 0.0712 data_time: 0.0121 memory: 791 2022/08/07 15:19:55 - mmengine - INFO - Epoch(val) [2][2760/6282] eta: 0:04:35 time: 0.0782 data_time: 0.0330 memory: 677 2022/08/07 15:19:57 - mmengine - INFO - Epoch(val) [2][2780/6282] eta: 0:05:31 time: 0.0946 data_time: 0.0261 memory: 677 2022/08/07 15:19:58 - mmengine - INFO - Epoch(val) [2][2800/6282] eta: 0:03:01 time: 0.0520 data_time: 0.0053 memory: 677 2022/08/07 15:19:59 - mmengine - INFO - Epoch(val) [2][2820/6282] eta: 0:02:56 time: 0.0509 data_time: 0.0051 memory: 677 2022/08/07 15:20:01 - mmengine - INFO - Epoch(val) [2][2840/6282] eta: 0:03:34 time: 0.0625 data_time: 0.0084 memory: 677 2022/08/07 15:20:02 - mmengine - INFO - Epoch(val) [2][2860/6282] eta: 0:03:49 time: 0.0672 data_time: 0.0187 memory: 726 2022/08/07 15:20:04 - mmengine - INFO - Epoch(val) [2][2880/6282] eta: 0:05:21 time: 0.0944 data_time: 0.0442 memory: 726 2022/08/07 15:20:05 - mmengine - INFO - Epoch(val) [2][2900/6282] eta: 0:04:37 time: 0.0820 data_time: 0.0293 memory: 726 2022/08/07 15:20:07 - mmengine - INFO - Epoch(val) [2][2920/6282] eta: 0:03:15 time: 0.0582 data_time: 0.0121 memory: 726 2022/08/07 15:20:08 - mmengine - INFO - Epoch(val) [2][2940/6282] eta: 0:04:15 time: 0.0764 data_time: 0.0058 memory: 698 2022/08/07 15:20:09 - mmengine - INFO - Epoch(val) [2][2960/6282] eta: 0:02:43 time: 0.0493 data_time: 0.0056 memory: 698 2022/08/07 15:20:10 - mmengine - INFO - Epoch(val) [2][2980/6282] eta: 0:02:50 time: 0.0516 data_time: 0.0045 memory: 698 2022/08/07 15:20:11 - mmengine - INFO - Epoch(val) [2][3000/6282] eta: 0:02:55 time: 0.0534 data_time: 0.0059 memory: 698 2022/08/07 15:20:12 - mmengine - INFO - Epoch(val) [2][3020/6282] eta: 0:02:59 time: 0.0550 data_time: 0.0067 memory: 726 2022/08/07 15:20:13 - mmengine - INFO - Epoch(val) [2][3040/6282] eta: 0:02:50 time: 0.0525 data_time: 0.0055 memory: 726 2022/08/07 15:20:14 - mmengine - INFO - Epoch(val) [2][3060/6282] eta: 0:02:55 time: 0.0546 data_time: 0.0065 memory: 726 2022/08/07 15:20:16 - mmengine - INFO - Epoch(val) [2][3080/6282] eta: 0:03:01 time: 0.0566 data_time: 0.0056 memory: 726 2022/08/07 15:20:17 - mmengine - INFO - Epoch(val) [2][3100/6282] eta: 0:02:49 time: 0.0533 data_time: 0.0058 memory: 726 2022/08/07 15:20:18 - mmengine - INFO - Epoch(val) [2][3120/6282] eta: 0:02:44 time: 0.0520 data_time: 0.0068 memory: 677 2022/08/07 15:20:19 - mmengine - INFO - Epoch(val) [2][3140/6282] eta: 0:02:58 time: 0.0568 data_time: 0.0051 memory: 677 2022/08/07 15:20:20 - mmengine - INFO - Epoch(val) [2][3160/6282] eta: 0:04:12 time: 0.0808 data_time: 0.0058 memory: 677 2022/08/07 15:20:22 - mmengine - INFO - Epoch(val) [2][3180/6282] eta: 0:02:42 time: 0.0523 data_time: 0.0056 memory: 677 2022/08/07 15:20:23 - mmengine - INFO - Epoch(val) [2][3200/6282] eta: 0:03:34 time: 0.0695 data_time: 0.0112 memory: 726 2022/08/07 15:20:25 - mmengine - INFO - Epoch(val) [2][3220/6282] eta: 0:04:45 time: 0.0932 data_time: 0.0407 memory: 726 2022/08/07 15:20:26 - mmengine - INFO - Epoch(val) [2][3240/6282] eta: 0:04:01 time: 0.0794 data_time: 0.0251 memory: 726 2022/08/07 15:20:28 - mmengine - INFO - Epoch(val) [2][3260/6282] eta: 0:03:44 time: 0.0744 data_time: 0.0202 memory: 726 2022/08/07 15:20:29 - mmengine - INFO - Epoch(val) [2][3280/6282] eta: 0:03:44 time: 0.0748 data_time: 0.0207 memory: 726 2022/08/07 15:20:31 - mmengine - INFO - Epoch(val) [2][3300/6282] eta: 0:04:16 time: 0.0859 data_time: 0.0080 memory: 726 2022/08/07 15:20:32 - mmengine - INFO - Epoch(val) [2][3320/6282] eta: 0:02:59 time: 0.0606 data_time: 0.0098 memory: 726 2022/08/07 15:20:34 - mmengine - INFO - Epoch(val) [2][3340/6282] eta: 0:02:57 time: 0.0602 data_time: 0.0082 memory: 726 2022/08/07 15:20:35 - mmengine - INFO - Epoch(val) [2][3360/6282] eta: 0:03:09 time: 0.0649 data_time: 0.0063 memory: 726 2022/08/07 15:20:36 - mmengine - INFO - Epoch(val) [2][3380/6282] eta: 0:02:49 time: 0.0583 data_time: 0.0072 memory: 726 2022/08/07 15:20:37 - mmengine - INFO - Epoch(val) [2][3400/6282] eta: 0:02:26 time: 0.0510 data_time: 0.0074 memory: 676 2022/08/07 15:20:38 - mmengine - INFO - Epoch(val) [2][3420/6282] eta: 0:02:25 time: 0.0509 data_time: 0.0059 memory: 676 2022/08/07 15:20:39 - mmengine - INFO - Epoch(val) [2][3440/6282] eta: 0:02:34 time: 0.0544 data_time: 0.0058 memory: 676 2022/08/07 15:20:40 - mmengine - INFO - Epoch(val) [2][3460/6282] eta: 0:02:37 time: 0.0556 data_time: 0.0050 memory: 676 2022/08/07 15:20:41 - mmengine - INFO - Epoch(val) [2][3480/6282] eta: 0:02:24 time: 0.0514 data_time: 0.0055 memory: 676 2022/08/07 15:20:43 - mmengine - INFO - Epoch(val) [2][3500/6282] eta: 0:03:17 time: 0.0710 data_time: 0.0052 memory: 676 2022/08/07 15:20:44 - mmengine - INFO - Epoch(val) [2][3520/6282] eta: 0:02:23 time: 0.0518 data_time: 0.0062 memory: 676 2022/08/07 15:20:45 - mmengine - INFO - Epoch(val) [2][3540/6282] eta: 0:02:17 time: 0.0501 data_time: 0.0050 memory: 676 2022/08/07 15:20:46 - mmengine - INFO - Epoch(val) [2][3560/6282] eta: 0:02:19 time: 0.0512 data_time: 0.0056 memory: 676 2022/08/07 15:20:47 - mmengine - INFO - Epoch(val) [2][3580/6282] eta: 0:02:24 time: 0.0533 data_time: 0.0078 memory: 712 2022/08/07 15:20:48 - mmengine - INFO - Epoch(val) [2][3600/6282] eta: 0:02:24 time: 0.0539 data_time: 0.0068 memory: 712 2022/08/07 15:20:49 - mmengine - INFO - Epoch(val) [2][3620/6282] eta: 0:02:24 time: 0.0541 data_time: 0.0081 memory: 712 2022/08/07 15:20:50 - mmengine - INFO - Epoch(val) [2][3640/6282] eta: 0:02:20 time: 0.0530 data_time: 0.0060 memory: 712 2022/08/07 15:20:51 - mmengine - INFO - Epoch(val) [2][3660/6282] eta: 0:02:17 time: 0.0524 data_time: 0.0058 memory: 712 2022/08/07 15:20:52 - mmengine - INFO - Epoch(val) [2][3680/6282] eta: 0:02:36 time: 0.0603 data_time: 0.0098 memory: 726 2022/08/07 15:20:54 - mmengine - INFO - Epoch(val) [2][3700/6282] eta: 0:03:48 time: 0.0884 data_time: 0.0343 memory: 726 2022/08/07 15:20:56 - mmengine - INFO - Epoch(val) [2][3720/6282] eta: 0:03:42 time: 0.0868 data_time: 0.0302 memory: 726 2022/08/07 15:20:58 - mmengine - INFO - Epoch(val) [2][3740/6282] eta: 0:03:41 time: 0.0871 data_time: 0.0361 memory: 726 2022/08/07 15:20:59 - mmengine - INFO - Epoch(val) [2][3760/6282] eta: 0:03:41 time: 0.0880 data_time: 0.0370 memory: 726 2022/08/07 15:21:01 - mmengine - INFO - Epoch(val) [2][3780/6282] eta: 0:03:19 time: 0.0796 data_time: 0.0258 memory: 726 2022/08/07 15:21:03 - mmengine - INFO - Epoch(val) [2][3800/6282] eta: 0:04:00 time: 0.0970 data_time: 0.0476 memory: 726 2022/08/07 15:21:04 - mmengine - INFO - Epoch(val) [2][3820/6282] eta: 0:03:16 time: 0.0797 data_time: 0.0293 memory: 726 2022/08/07 15:21:06 - mmengine - INFO - Epoch(val) [2][3840/6282] eta: 0:03:46 time: 0.0925 data_time: 0.0075 memory: 726 2022/08/07 15:21:08 - mmengine - INFO - Epoch(val) [2][3860/6282] eta: 0:03:30 time: 0.0869 data_time: 0.0322 memory: 726 2022/08/07 15:21:10 - mmengine - INFO - Epoch(val) [2][3880/6282] eta: 0:03:15 time: 0.0812 data_time: 0.0303 memory: 726 2022/08/07 15:21:12 - mmengine - INFO - Epoch(val) [2][3900/6282] eta: 0:03:38 time: 0.0915 data_time: 0.0392 memory: 726 2022/08/07 15:21:13 - mmengine - INFO - Epoch(val) [2][3920/6282] eta: 0:03:08 time: 0.0798 data_time: 0.0260 memory: 726 2022/08/07 15:21:15 - mmengine - INFO - Epoch(val) [2][3940/6282] eta: 0:03:33 time: 0.0910 data_time: 0.0384 memory: 726 2022/08/07 15:21:17 - mmengine - INFO - Epoch(val) [2][3960/6282] eta: 0:03:10 time: 0.0818 data_time: 0.0174 memory: 726 2022/08/07 15:21:18 - mmengine - INFO - Epoch(val) [2][3980/6282] eta: 0:02:20 time: 0.0611 data_time: 0.0074 memory: 726 2022/08/07 15:21:19 - mmengine - INFO - Epoch(val) [2][4000/6282] eta: 0:02:29 time: 0.0656 data_time: 0.0073 memory: 726 2022/08/07 15:21:20 - mmengine - INFO - Epoch(val) [2][4020/6282] eta: 0:02:16 time: 0.0604 data_time: 0.0082 memory: 726 2022/08/07 15:21:21 - mmengine - INFO - Epoch(val) [2][4040/6282] eta: 0:02:07 time: 0.0569 data_time: 0.0060 memory: 791 2022/08/07 15:21:23 - mmengine - INFO - Epoch(val) [2][4060/6282] eta: 0:02:09 time: 0.0583 data_time: 0.0051 memory: 791 2022/08/07 15:21:24 - mmengine - INFO - Epoch(val) [2][4080/6282] eta: 0:02:04 time: 0.0564 data_time: 0.0043 memory: 791 2022/08/07 15:21:25 - mmengine - INFO - Epoch(val) [2][4100/6282] eta: 0:02:08 time: 0.0588 data_time: 0.0052 memory: 791 2022/08/07 15:21:26 - mmengine - INFO - Epoch(val) [2][4120/6282] eta: 0:02:07 time: 0.0591 data_time: 0.0045 memory: 791 2022/08/07 15:21:27 - mmengine - INFO - Epoch(val) [2][4140/6282] eta: 0:02:02 time: 0.0573 data_time: 0.0064 memory: 791 2022/08/07 15:21:29 - mmengine - INFO - Epoch(val) [2][4160/6282] eta: 0:02:33 time: 0.0725 data_time: 0.0046 memory: 676 2022/08/07 15:21:30 - mmengine - INFO - Epoch(val) [2][4180/6282] eta: 0:01:52 time: 0.0533 data_time: 0.0059 memory: 676 2022/08/07 15:21:31 - mmengine - INFO - Epoch(val) [2][4200/6282] eta: 0:01:58 time: 0.0569 data_time: 0.0074 memory: 676 2022/08/07 15:21:32 - mmengine - INFO - Epoch(val) [2][4220/6282] eta: 0:01:52 time: 0.0545 data_time: 0.0078 memory: 676 2022/08/07 15:21:33 - mmengine - INFO - Epoch(val) [2][4240/6282] eta: 0:01:59 time: 0.0585 data_time: 0.0073 memory: 677 2022/08/07 15:21:34 - mmengine - INFO - Epoch(val) [2][4260/6282] eta: 0:01:53 time: 0.0561 data_time: 0.0081 memory: 677 2022/08/07 15:21:35 - mmengine - INFO - Epoch(val) [2][4280/6282] eta: 0:01:51 time: 0.0555 data_time: 0.0053 memory: 677 2022/08/07 15:21:37 - mmengine - INFO - Epoch(val) [2][4300/6282] eta: 0:01:46 time: 0.0540 data_time: 0.0059 memory: 677 2022/08/07 15:21:38 - mmengine - INFO - Epoch(val) [2][4320/6282] eta: 0:01:44 time: 0.0530 data_time: 0.0064 memory: 677 2022/08/07 15:21:39 - mmengine - INFO - Epoch(val) [2][4340/6282] eta: 0:02:33 time: 0.0791 data_time: 0.0085 memory: 677 2022/08/07 15:21:40 - mmengine - INFO - Epoch(val) [2][4360/6282] eta: 0:01:47 time: 0.0562 data_time: 0.0069 memory: 726 2022/08/07 15:21:41 - mmengine - INFO - Epoch(val) [2][4380/6282] eta: 0:01:44 time: 0.0548 data_time: 0.0052 memory: 726 2022/08/07 15:21:43 - mmengine - INFO - Epoch(val) [2][4400/6282] eta: 0:01:42 time: 0.0546 data_time: 0.0058 memory: 726 2022/08/07 15:21:44 - mmengine - INFO - Epoch(val) [2][4420/6282] eta: 0:01:36 time: 0.0519 data_time: 0.0056 memory: 726 2022/08/07 15:21:45 - mmengine - INFO - Epoch(val) [2][4440/6282] eta: 0:01:47 time: 0.0585 data_time: 0.0064 memory: 733 2022/08/07 15:21:46 - mmengine - INFO - Epoch(val) [2][4460/6282] eta: 0:01:52 time: 0.0619 data_time: 0.0084 memory: 733 2022/08/07 15:21:47 - mmengine - INFO - Epoch(val) [2][4480/6282] eta: 0:01:52 time: 0.0625 data_time: 0.0068 memory: 733 2022/08/07 15:21:48 - mmengine - INFO - Epoch(val) [2][4500/6282] eta: 0:01:47 time: 0.0603 data_time: 0.0085 memory: 733 2022/08/07 15:21:50 - mmengine - INFO - Epoch(val) [2][4520/6282] eta: 0:01:41 time: 0.0578 data_time: 0.0074 memory: 733 2022/08/07 15:21:51 - mmengine - INFO - Epoch(val) [2][4540/6282] eta: 0:01:35 time: 0.0550 data_time: 0.0069 memory: 677 2022/08/07 15:21:52 - mmengine - INFO - Epoch(val) [2][4560/6282] eta: 0:01:32 time: 0.0537 data_time: 0.0057 memory: 677 2022/08/07 15:21:53 - mmengine - INFO - Epoch(val) [2][4580/6282] eta: 0:01:29 time: 0.0527 data_time: 0.0047 memory: 677 2022/08/07 15:21:54 - mmengine - INFO - Epoch(val) [2][4600/6282] eta: 0:01:26 time: 0.0516 data_time: 0.0058 memory: 677 2022/08/07 15:21:55 - mmengine - INFO - Epoch(val) [2][4620/6282] eta: 0:01:34 time: 0.0566 data_time: 0.0087 memory: 677 2022/08/07 15:21:56 - mmengine - INFO - Epoch(val) [2][4640/6282] eta: 0:01:42 time: 0.0621 data_time: 0.0082 memory: 733 2022/08/07 15:21:57 - mmengine - INFO - Epoch(val) [2][4660/6282] eta: 0:01:36 time: 0.0593 data_time: 0.0060 memory: 733 2022/08/07 15:21:59 - mmengine - INFO - Epoch(val) [2][4680/6282] eta: 0:01:32 time: 0.0575 data_time: 0.0067 memory: 733 2022/08/07 15:22:00 - mmengine - INFO - Epoch(val) [2][4700/6282] eta: 0:02:11 time: 0.0832 data_time: 0.0057 memory: 733 2022/08/07 15:22:01 - mmengine - INFO - Epoch(val) [2][4720/6282] eta: 0:01:28 time: 0.0567 data_time: 0.0054 memory: 733 2022/08/07 15:22:02 - mmengine - INFO - Epoch(val) [2][4740/6282] eta: 0:01:19 time: 0.0514 data_time: 0.0054 memory: 698 2022/08/07 15:22:03 - mmengine - INFO - Epoch(val) [2][4760/6282] eta: 0:01:15 time: 0.0498 data_time: 0.0050 memory: 698 2022/08/07 15:22:04 - mmengine - INFO - Epoch(val) [2][4780/6282] eta: 0:01:15 time: 0.0504 data_time: 0.0053 memory: 698 2022/08/07 15:22:05 - mmengine - INFO - Epoch(val) [2][4800/6282] eta: 0:01:15 time: 0.0506 data_time: 0.0056 memory: 698 2022/08/07 15:22:07 - mmengine - INFO - Epoch(val) [2][4820/6282] eta: 0:01:21 time: 0.0556 data_time: 0.0064 memory: 726 2022/08/07 15:22:08 - mmengine - INFO - Epoch(val) [2][4840/6282] eta: 0:01:30 time: 0.0624 data_time: 0.0072 memory: 726 2022/08/07 15:22:09 - mmengine - INFO - Epoch(val) [2][4860/6282] eta: 0:01:24 time: 0.0591 data_time: 0.0046 memory: 726 2022/08/07 15:22:10 - mmengine - INFO - Epoch(val) [2][4880/6282] eta: 0:01:24 time: 0.0606 data_time: 0.0065 memory: 726 2022/08/07 15:22:11 - mmengine - INFO - Epoch(val) [2][4900/6282] eta: 0:01:25 time: 0.0615 data_time: 0.0066 memory: 726 2022/08/07 15:22:13 - mmengine - INFO - Epoch(val) [2][4920/6282] eta: 0:01:50 time: 0.0810 data_time: 0.0060 memory: 726 2022/08/07 15:22:14 - mmengine - INFO - Epoch(val) [2][4940/6282] eta: 0:01:16 time: 0.0573 data_time: 0.0066 memory: 726 2022/08/07 15:22:15 - mmengine - INFO - Epoch(val) [2][4960/6282] eta: 0:01:20 time: 0.0611 data_time: 0.0074 memory: 726 2022/08/07 15:22:17 - mmengine - INFO - Epoch(val) [2][4980/6282] eta: 0:01:16 time: 0.0585 data_time: 0.0055 memory: 726 2022/08/07 15:22:18 - mmengine - INFO - Epoch(val) [2][5000/6282] eta: 0:01:14 time: 0.0581 data_time: 0.0070 memory: 726 2022/08/07 15:22:19 - mmengine - INFO - Epoch(val) [2][5020/6282] eta: 0:01:07 time: 0.0531 data_time: 0.0048 memory: 726 2022/08/07 15:22:20 - mmengine - INFO - Epoch(val) [2][5040/6282] eta: 0:01:07 time: 0.0546 data_time: 0.0083 memory: 677 2022/08/07 15:22:21 - mmengine - INFO - Epoch(val) [2][5060/6282] eta: 0:01:05 time: 0.0539 data_time: 0.0077 memory: 677 2022/08/07 15:22:22 - mmengine - INFO - Epoch(val) [2][5080/6282] eta: 0:01:05 time: 0.0548 data_time: 0.0067 memory: 677 2022/08/07 15:22:24 - mmengine - INFO - Epoch(val) [2][5100/6282] eta: 0:01:34 time: 0.0802 data_time: 0.0045 memory: 677 2022/08/07 15:22:25 - mmengine - INFO - Epoch(val) [2][5120/6282] eta: 0:01:02 time: 0.0534 data_time: 0.0070 memory: 677 2022/08/07 15:22:26 - mmengine - INFO - Epoch(val) [2][5140/6282] eta: 0:01:03 time: 0.0559 data_time: 0.0064 memory: 676 2022/08/07 15:22:27 - mmengine - INFO - Epoch(val) [2][5160/6282] eta: 0:01:02 time: 0.0555 data_time: 0.0070 memory: 676 2022/08/07 15:22:28 - mmengine - INFO - Epoch(val) [2][5180/6282] eta: 0:00:59 time: 0.0538 data_time: 0.0083 memory: 676 2022/08/07 15:22:29 - mmengine - INFO - Epoch(val) [2][5200/6282] eta: 0:01:00 time: 0.0561 data_time: 0.0058 memory: 676 2022/08/07 15:22:30 - mmengine - INFO - Epoch(val) [2][5220/6282] eta: 0:00:57 time: 0.0544 data_time: 0.0062 memory: 676 2022/08/07 15:22:31 - mmengine - INFO - Epoch(val) [2][5240/6282] eta: 0:00:56 time: 0.0542 data_time: 0.0056 memory: 676 2022/08/07 15:22:33 - mmengine - INFO - Epoch(val) [2][5260/6282] eta: 0:00:56 time: 0.0554 data_time: 0.0076 memory: 676 2022/08/07 15:22:34 - mmengine - INFO - Epoch(val) [2][5280/6282] eta: 0:00:55 time: 0.0553 data_time: 0.0060 memory: 676 2022/08/07 15:22:35 - mmengine - INFO - Epoch(val) [2][5300/6282] eta: 0:01:16 time: 0.0779 data_time: 0.0051 memory: 676 2022/08/07 15:22:36 - mmengine - INFO - Epoch(val) [2][5320/6282] eta: 0:00:51 time: 0.0540 data_time: 0.0086 memory: 676 2022/08/07 15:22:37 - mmengine - INFO - Epoch(val) [2][5340/6282] eta: 0:00:48 time: 0.0518 data_time: 0.0056 memory: 676 2022/08/07 15:22:38 - mmengine - INFO - Epoch(val) [2][5360/6282] eta: 0:00:48 time: 0.0531 data_time: 0.0060 memory: 676 2022/08/07 15:22:40 - mmengine - INFO - Epoch(val) [2][5380/6282] eta: 0:00:54 time: 0.0601 data_time: 0.0083 memory: 676 2022/08/07 15:22:41 - mmengine - INFO - Epoch(val) [2][5400/6282] eta: 0:00:49 time: 0.0561 data_time: 0.0071 memory: 676 2022/08/07 15:22:42 - mmengine - INFO - Epoch(val) [2][5420/6282] eta: 0:00:47 time: 0.0548 data_time: 0.0074 memory: 676 2022/08/07 15:22:43 - mmengine - INFO - Epoch(val) [2][5440/6282] eta: 0:00:43 time: 0.0512 data_time: 0.0068 memory: 676 2022/08/07 15:22:44 - mmengine - INFO - Epoch(val) [2][5460/6282] eta: 0:00:46 time: 0.0561 data_time: 0.0072 memory: 676 2022/08/07 15:22:45 - mmengine - INFO - Epoch(val) [2][5480/6282] eta: 0:00:47 time: 0.0590 data_time: 0.0073 memory: 676 2022/08/07 15:22:46 - mmengine - INFO - Epoch(val) [2][5500/6282] eta: 0:00:41 time: 0.0537 data_time: 0.0062 memory: 676 2022/08/07 15:22:47 - mmengine - INFO - Epoch(val) [2][5520/6282] eta: 0:00:43 time: 0.0576 data_time: 0.0092 memory: 691 2022/08/07 15:22:49 - mmengine - INFO - Epoch(val) [2][5540/6282] eta: 0:00:50 time: 0.0687 data_time: 0.0144 memory: 691 2022/08/07 15:22:50 - mmengine - INFO - Epoch(val) [2][5560/6282] eta: 0:00:38 time: 0.0531 data_time: 0.0050 memory: 691 2022/08/07 15:22:51 - mmengine - INFO - Epoch(val) [2][5580/6282] eta: 0:00:37 time: 0.0538 data_time: 0.0057 memory: 691 2022/08/07 15:22:52 - mmengine - INFO - Epoch(val) [2][5600/6282] eta: 0:00:38 time: 0.0561 data_time: 0.0079 memory: 691 2022/08/07 15:22:53 - mmengine - INFO - Epoch(val) [2][5620/6282] eta: 0:00:33 time: 0.0513 data_time: 0.0064 memory: 691 2022/08/07 15:22:54 - mmengine - INFO - Epoch(val) [2][5640/6282] eta: 0:00:28 time: 0.0451 data_time: 0.0037 memory: 676 2022/08/07 15:22:55 - mmengine - INFO - Epoch(val) [2][5660/6282] eta: 0:00:33 time: 0.0535 data_time: 0.0051 memory: 676 2022/08/07 15:22:57 - mmengine - INFO - Epoch(val) [2][5680/6282] eta: 0:00:52 time: 0.0876 data_time: 0.0233 memory: 676 2022/08/07 15:22:58 - mmengine - INFO - Epoch(val) [2][5700/6282] eta: 0:00:30 time: 0.0518 data_time: 0.0067 memory: 676 2022/08/07 15:22:59 - mmengine - INFO - Epoch(val) [2][5720/6282] eta: 0:00:22 time: 0.0399 data_time: 0.0034 memory: 705 2022/08/07 15:23:00 - mmengine - INFO - Epoch(val) [2][5740/6282] eta: 0:00:29 time: 0.0537 data_time: 0.0141 memory: 705 2022/08/07 15:23:01 - mmengine - INFO - Epoch(val) [2][5760/6282] eta: 0:00:23 time: 0.0448 data_time: 0.0050 memory: 705 2022/08/07 15:23:02 - mmengine - INFO - Epoch(val) [2][5780/6282] eta: 0:00:23 time: 0.0476 data_time: 0.0057 memory: 705 2022/08/07 15:23:03 - mmengine - INFO - Epoch(val) [2][5800/6282] eta: 0:00:23 time: 0.0485 data_time: 0.0052 memory: 705 2022/08/07 15:23:04 - mmengine - INFO - Epoch(val) [2][5820/6282] eta: 0:00:43 time: 0.0933 data_time: 0.0541 memory: 705 2022/08/07 15:23:05 - mmengine - INFO - Epoch(val) [2][5840/6282] eta: 0:00:21 time: 0.0482 data_time: 0.0039 memory: 691 2022/08/07 15:23:06 - mmengine - INFO - Epoch(val) [2][5860/6282] eta: 0:00:19 time: 0.0460 data_time: 0.0071 memory: 691 2022/08/07 15:23:08 - mmengine - INFO - Epoch(val) [2][5880/6282] eta: 0:00:31 time: 0.0784 data_time: 0.0065 memory: 691 2022/08/07 15:23:09 - mmengine - INFO - Epoch(val) [2][5900/6282] eta: 0:00:21 time: 0.0556 data_time: 0.0075 memory: 691 2022/08/07 15:23:10 - mmengine - INFO - Epoch(val) [2][5920/6282] eta: 0:00:19 time: 0.0543 data_time: 0.0058 memory: 691 2022/08/07 15:23:11 - mmengine - INFO - Epoch(val) [2][5940/6282] eta: 0:00:17 time: 0.0516 data_time: 0.0049 memory: 676 2022/08/07 15:23:12 - mmengine - INFO - Epoch(val) [2][5960/6282] eta: 0:00:18 time: 0.0573 data_time: 0.0067 memory: 676 2022/08/07 15:23:13 - mmengine - INFO - Epoch(val) [2][5980/6282] eta: 0:00:17 time: 0.0566 data_time: 0.0063 memory: 676 2022/08/07 15:23:15 - mmengine - INFO - Epoch(val) [2][6000/6282] eta: 0:00:16 time: 0.0589 data_time: 0.0071 memory: 726 2022/08/07 15:23:16 - mmengine - INFO - Epoch(val) [2][6020/6282] eta: 0:00:17 time: 0.0664 data_time: 0.0075 memory: 726 2022/08/07 15:23:17 - mmengine - INFO - Epoch(val) [2][6040/6282] eta: 0:00:14 time: 0.0601 data_time: 0.0057 memory: 726 2022/08/07 15:23:19 - mmengine - INFO - Epoch(val) [2][6060/6282] eta: 0:00:18 time: 0.0821 data_time: 0.0061 memory: 726 2022/08/07 15:23:20 - mmengine - INFO - Epoch(val) [2][6080/6282] eta: 0:00:11 time: 0.0591 data_time: 0.0048 memory: 726 2022/08/07 15:23:22 - mmengine - INFO - Epoch(val) [2][6100/6282] eta: 0:00:15 time: 0.0853 data_time: 0.0307 memory: 726 2022/08/07 15:23:24 - mmengine - INFO - Epoch(val) [2][6120/6282] eta: 0:00:15 time: 0.0977 data_time: 0.0388 memory: 726 2022/08/07 15:23:25 - mmengine - INFO - Epoch(val) [2][6140/6282] eta: 0:00:12 time: 0.0899 data_time: 0.0358 memory: 726 2022/08/07 15:23:27 - mmengine - INFO - Epoch(val) [2][6160/6282] eta: 0:00:10 time: 0.0852 data_time: 0.0342 memory: 726 2022/08/07 15:23:29 - mmengine - INFO - Epoch(val) [2][6180/6282] eta: 0:00:08 time: 0.0848 data_time: 0.0317 memory: 726 2022/08/07 15:23:30 - mmengine - INFO - Epoch(val) [2][6200/6282] eta: 0:00:04 time: 0.0568 data_time: 0.0048 memory: 726 2022/08/07 15:23:31 - mmengine - INFO - Epoch(val) [2][6220/6282] eta: 0:00:03 time: 0.0555 data_time: 0.0056 memory: 726 2022/08/07 15:23:32 - mmengine - INFO - Epoch(val) [2][6240/6282] eta: 0:00:02 time: 0.0543 data_time: 0.0053 memory: 726 2022/08/07 15:23:33 - mmengine - INFO - Epoch(val) [2][6260/6282] eta: 0:00:01 time: 0.0546 data_time: 0.0056 memory: 726 2022/08/07 15:23:34 - mmengine - INFO - Epoch(val) [2][6280/6282] eta: 0:00:00 time: 0.0514 data_time: 0.0056 memory: 726 2022/08/07 15:28:42 - mmengine - INFO - Epoch(val) [2][6282/6282] mAP/mAP@0.5IOU: 0.2024 2022/08/07 15:28:42 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_2.pth is removed 2022/08/07 15:28:47 - mmengine - INFO - The best checkpoint with 0.2024 mAP/mAP@0.5IOU at 3 epoch is saved to best_mAP/mAP@0.5IOU_epoch_3.pth. 2022/08/07 15:29:10 - mmengine - INFO - Epoch(train) [3][20/1441] lr: 1.1000e-01 eta: 8:32:41 time: 1.1500 data_time: 0.3367 memory: 18616 grad_norm: 0.1836 recall@thr=0.5: 0.5399 prec@thr=0.5: 0.7120 recall@top3: 0.7246 prec@top3: 0.6304 recall@top5: 0.8986 prec@top5: 0.4826 loss_action_cls: 0.0696 loss: 0.0696 2022/08/07 15:29:28 - mmengine - INFO - Epoch(train) [3][40/1441] lr: 1.1000e-01 eta: 8:31:24 time: 0.8859 data_time: 0.0389 memory: 18616 grad_norm: 0.1454 recall@thr=0.5: 0.5702 prec@thr=0.5: 0.6535 recall@top3: 0.7412 prec@top3: 0.5439 recall@top5: 0.8377 prec@top5: 0.3684 loss_action_cls: 0.0729 loss: 0.0729 2022/08/07 15:29:45 - mmengine - INFO - Epoch(train) [3][60/1441] lr: 1.1000e-01 eta: 8:30:06 time: 0.8812 data_time: 0.0567 memory: 18616 grad_norm: 0.1416 recall@thr=0.5: 0.7149 prec@thr=0.5: 0.8640 recall@top3: 0.8114 prec@top3: 0.6228 recall@top5: 0.9649 prec@top5: 0.4579 loss_action_cls: 0.0785 loss: 0.0785 2022/08/07 15:30:03 - mmengine - INFO - Epoch(train) [3][80/1441] lr: 1.1000e-01 eta: 8:28:49 time: 0.8760 data_time: 0.0448 memory: 18616 grad_norm: 0.1447 recall@thr=0.5: 0.7653 prec@thr=0.5: 0.7156 recall@top3: 0.8929 prec@top3: 0.6735 recall@top5: 0.9524 prec@top5: 0.4408 loss_action_cls: 0.0761 loss: 0.0761 2022/08/07 15:30:20 - mmengine - INFO - Epoch(train) [3][100/1441] lr: 1.1000e-01 eta: 8:27:27 time: 0.8399 data_time: 0.0412 memory: 18616 grad_norm: 0.1453 recall@thr=0.5: 0.7386 prec@thr=0.5: 0.8366 recall@top3: 0.8137 prec@top3: 0.6078 recall@top5: 0.8709 prec@top5: 0.3961 loss_action_cls: 0.0746 loss: 0.0746 2022/08/07 15:30:35 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 15:30:36 - mmengine - INFO - Epoch(train) [3][120/1441] lr: 1.1000e-01 eta: 8:26:06 time: 0.8469 data_time: 0.0393 memory: 18616 grad_norm: 0.1317 recall@thr=0.5: 0.5290 prec@thr=0.5: 0.6377 recall@top3: 0.6993 prec@top3: 0.6014 recall@top5: 0.8460 prec@top5: 0.4522 loss_action_cls: 0.0661 loss: 0.0661 2022/08/07 15:30:55 - mmengine - INFO - Epoch(train) [3][140/1441] lr: 1.1000e-01 eta: 8:24:56 time: 0.9063 data_time: 0.0613 memory: 18616 grad_norm: 0.1751 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6767 recall@top3: 0.7317 prec@top3: 0.5200 recall@top5: 0.9467 prec@top5: 0.4200 loss_action_cls: 0.0810 loss: 0.0810 2022/08/07 15:31:12 - mmengine - INFO - Epoch(train) [3][160/1441] lr: 1.1000e-01 eta: 8:23:39 time: 0.8576 data_time: 0.0423 memory: 18616 grad_norm: 0.1653 recall@thr=0.5: 0.5961 prec@thr=0.5: 0.7943 recall@top3: 0.7702 prec@top3: 0.6312 recall@top5: 0.8986 prec@top5: 0.4511 loss_action_cls: 0.0762 loss: 0.0762 2022/08/07 15:31:29 - mmengine - INFO - Epoch(train) [3][180/1441] lr: 1.1000e-01 eta: 8:22:23 time: 0.8572 data_time: 0.0387 memory: 18616 grad_norm: 0.1423 recall@thr=0.5: 0.5111 prec@thr=0.5: 0.6674 recall@top3: 0.7056 prec@top3: 0.6963 recall@top5: 0.9185 prec@top5: 0.5467 loss_action_cls: 0.0692 loss: 0.0692 2022/08/07 15:31:46 - mmengine - INFO - Epoch(train) [3][200/1441] lr: 1.1000e-01 eta: 8:21:04 time: 0.8372 data_time: 0.0333 memory: 18616 grad_norm: 0.1564 recall@thr=0.5: 0.7056 prec@thr=0.5: 0.6910 recall@top3: 0.7924 prec@top3: 0.6319 recall@top5: 0.9326 prec@top5: 0.4625 loss_action_cls: 0.0694 loss: 0.0694 2022/08/07 15:32:03 - mmengine - INFO - Epoch(train) [3][220/1441] lr: 1.1000e-01 eta: 8:19:50 time: 0.8663 data_time: 0.0437 memory: 18616 grad_norm: 0.1366 recall@thr=0.5: 0.5256 prec@thr=0.5: 0.5598 recall@top3: 0.6966 prec@top3: 0.4786 recall@top5: 0.8440 prec@top5: 0.3436 loss_action_cls: 0.0717 loss: 0.0717 2022/08/07 15:32:20 - mmengine - INFO - Epoch(train) [3][240/1441] lr: 1.1000e-01 eta: 8:18:38 time: 0.8680 data_time: 0.0402 memory: 18616 grad_norm: 0.1499 recall@thr=0.5: 0.5194 prec@thr=0.5: 0.6395 recall@top3: 0.7578 prec@top3: 0.5891 recall@top5: 0.9496 prec@top5: 0.4651 loss_action_cls: 0.0698 loss: 0.0698 2022/08/07 15:32:38 - mmengine - INFO - Epoch(train) [3][260/1441] lr: 1.1000e-01 eta: 8:17:28 time: 0.8815 data_time: 0.0501 memory: 18616 grad_norm: 0.1366 recall@thr=0.5: 0.6997 prec@thr=0.5: 0.7795 recall@top3: 0.7917 prec@top3: 0.6389 recall@top5: 0.9201 prec@top5: 0.4583 loss_action_cls: 0.0710 loss: 0.0710 2022/08/07 15:32:55 - mmengine - INFO - Epoch(train) [3][280/1441] lr: 1.1000e-01 eta: 8:16:17 time: 0.8676 data_time: 0.0453 memory: 18616 grad_norm: 0.1269 recall@thr=0.5: 0.4986 prec@thr=0.5: 0.5137 recall@top3: 0.7186 prec@top3: 0.5355 recall@top5: 0.8743 prec@top5: 0.3934 loss_action_cls: 0.0728 loss: 0.0728 2022/08/07 15:33:12 - mmengine - INFO - Epoch(train) [3][300/1441] lr: 1.1000e-01 eta: 8:15:04 time: 0.8463 data_time: 0.0342 memory: 18616 grad_norm: 0.1415 recall@thr=0.5: 0.6198 prec@thr=0.5: 0.7829 recall@top3: 0.7426 prec@top3: 0.5814 recall@top5: 0.9252 prec@top5: 0.4465 loss_action_cls: 0.0777 loss: 0.0777 2022/08/07 15:33:30 - mmengine - INFO - Epoch(train) [3][320/1441] lr: 1.1000e-01 eta: 8:13:59 time: 0.9006 data_time: 0.0381 memory: 18616 grad_norm: 0.1334 recall@thr=0.5: 0.5992 prec@thr=0.5: 0.7937 recall@top3: 0.7956 prec@top3: 0.6905 recall@top5: 0.9127 prec@top5: 0.4905 loss_action_cls: 0.0719 loss: 0.0719 2022/08/07 15:33:48 - mmengine - INFO - Epoch(train) [3][340/1441] lr: 1.1000e-01 eta: 8:12:50 time: 0.8670 data_time: 0.0354 memory: 18616 grad_norm: 0.1533 recall@thr=0.5: 0.7216 prec@thr=0.5: 0.6280 recall@top3: 0.7443 prec@top3: 0.6061 recall@top5: 0.8788 prec@top5: 0.4500 loss_action_cls: 0.0766 loss: 0.0766 2022/08/07 15:34:05 - mmengine - INFO - Epoch(train) [3][360/1441] lr: 1.1000e-01 eta: 8:11:40 time: 0.8561 data_time: 0.0490 memory: 18616 grad_norm: 0.1220 recall@thr=0.5: 0.6611 prec@thr=0.5: 0.6167 recall@top3: 0.6833 prec@top3: 0.5333 recall@top5: 0.8759 prec@top5: 0.4178 loss_action_cls: 0.0704 loss: 0.0704 2022/08/07 15:34:22 - mmengine - INFO - Epoch(train) [3][380/1441] lr: 1.1000e-01 eta: 8:10:30 time: 0.8541 data_time: 0.0340 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.7927 prec@thr=0.5: 0.8050 recall@top3: 0.8640 prec@top3: 0.7667 recall@top5: 0.9700 prec@top5: 0.5320 loss_action_cls: 0.0684 loss: 0.0684 2022/08/07 15:34:39 - mmengine - INFO - Epoch(train) [3][400/1441] lr: 1.1000e-01 eta: 8:09:21 time: 0.8565 data_time: 0.0325 memory: 18616 grad_norm: 0.1503 recall@thr=0.5: 0.6402 prec@thr=0.5: 0.6765 recall@top3: 0.7273 prec@top3: 0.6136 recall@top5: 0.9186 prec@top5: 0.4636 loss_action_cls: 0.0776 loss: 0.0776 2022/08/07 15:34:56 - mmengine - INFO - Epoch(train) [3][420/1441] lr: 1.1000e-01 eta: 8:08:09 time: 0.8332 data_time: 0.0354 memory: 18616 grad_norm: 0.1307 recall@thr=0.5: 0.5484 prec@thr=0.5: 0.8413 recall@top3: 0.8111 prec@top3: 0.6825 recall@top5: 0.9139 prec@top5: 0.4714 loss_action_cls: 0.0732 loss: 0.0732 2022/08/07 15:35:13 - mmengine - INFO - Epoch(train) [3][440/1441] lr: 1.1000e-01 eta: 8:07:02 time: 0.8643 data_time: 0.0343 memory: 18616 grad_norm: 0.1359 recall@thr=0.5: 0.6318 prec@thr=0.5: 0.7089 recall@top3: 0.7597 prec@top3: 0.5814 recall@top5: 0.9283 prec@top5: 0.4186 loss_action_cls: 0.0697 loss: 0.0697 2022/08/07 15:35:30 - mmengine - INFO - Epoch(train) [3][460/1441] lr: 1.1000e-01 eta: 8:05:53 time: 0.8442 data_time: 0.0351 memory: 18616 grad_norm: 0.1410 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.7500 recall@top3: 0.8287 prec@top3: 0.6204 recall@top5: 0.9398 prec@top5: 0.4444 loss_action_cls: 0.0751 loss: 0.0751 2022/08/07 15:35:47 - mmengine - INFO - Epoch(train) [3][480/1441] lr: 1.1000e-01 eta: 8:04:48 time: 0.8653 data_time: 0.0344 memory: 18616 grad_norm: 0.1317 recall@thr=0.5: 0.6925 prec@thr=0.5: 0.7523 recall@top3: 0.7629 prec@top3: 0.5977 recall@top5: 0.9138 prec@top5: 0.4517 loss_action_cls: 0.0730 loss: 0.0730 2022/08/07 15:36:04 - mmengine - INFO - Epoch(train) [3][500/1441] lr: 1.1000e-01 eta: 8:03:40 time: 0.8413 data_time: 0.0364 memory: 18616 grad_norm: 0.1198 recall@thr=0.5: 0.6367 prec@thr=0.5: 0.6683 recall@top3: 0.7000 prec@top3: 0.6067 recall@top5: 0.9300 prec@top5: 0.4840 loss_action_cls: 0.0733 loss: 0.0733 2022/08/07 15:36:21 - mmengine - INFO - Epoch(train) [3][520/1441] lr: 1.1000e-01 eta: 8:02:34 time: 0.8495 data_time: 0.0364 memory: 18616 grad_norm: 0.1285 recall@thr=0.5: 0.6402 prec@thr=0.5: 0.7561 recall@top3: 0.8110 prec@top3: 0.6260 recall@top5: 0.9614 prec@top5: 0.4537 loss_action_cls: 0.0634 loss: 0.0634 2022/08/07 15:36:38 - mmengine - INFO - Epoch(train) [3][540/1441] lr: 1.1000e-01 eta: 8:01:30 time: 0.8619 data_time: 0.0416 memory: 18616 grad_norm: 0.1313 recall@thr=0.5: 0.6341 prec@thr=0.5: 0.7500 recall@top3: 0.7645 prec@top3: 0.6304 recall@top5: 0.9529 prec@top5: 0.4652 loss_action_cls: 0.0652 loss: 0.0652 2022/08/07 15:36:55 - mmengine - INFO - Epoch(train) [3][560/1441] lr: 1.1000e-01 eta: 8:00:27 time: 0.8645 data_time: 0.0325 memory: 18616 grad_norm: 0.1431 recall@thr=0.5: 0.6708 prec@thr=0.5: 0.6406 recall@top3: 0.7750 prec@top3: 0.5833 recall@top5: 0.8760 prec@top5: 0.4062 loss_action_cls: 0.0639 loss: 0.0639 2022/08/07 15:37:13 - mmengine - INFO - Epoch(train) [3][580/1441] lr: 1.1000e-01 eta: 7:59:27 time: 0.8803 data_time: 0.0357 memory: 18616 grad_norm: 0.1335 recall@thr=0.5: 0.6701 prec@thr=0.5: 0.6757 recall@top3: 0.7882 prec@top3: 0.6042 recall@top5: 0.8438 prec@top5: 0.4000 loss_action_cls: 0.0686 loss: 0.0686 2022/08/07 15:37:30 - mmengine - INFO - Epoch(train) [3][600/1441] lr: 1.1000e-01 eta: 7:58:21 time: 0.8403 data_time: 0.0348 memory: 18616 grad_norm: 0.1416 recall@thr=0.5: 0.6449 prec@thr=0.5: 0.7482 recall@top3: 0.7609 prec@top3: 0.6087 recall@top5: 0.8623 prec@top5: 0.4217 loss_action_cls: 0.0717 loss: 0.0717 2022/08/07 15:37:46 - mmengine - INFO - Epoch(train) [3][620/1441] lr: 1.1000e-01 eta: 7:57:15 time: 0.8337 data_time: 0.0342 memory: 18616 grad_norm: 0.1399 recall@thr=0.5: 0.7725 prec@thr=0.5: 0.7793 recall@top3: 0.8559 prec@top3: 0.6667 recall@top5: 0.9640 prec@top5: 0.4541 loss_action_cls: 0.0719 loss: 0.0719 2022/08/07 15:38:03 - mmengine - INFO - Epoch(train) [3][640/1441] lr: 1.1000e-01 eta: 7:56:12 time: 0.8464 data_time: 0.0336 memory: 18616 grad_norm: 0.1324 recall@thr=0.5: 0.5078 prec@thr=0.5: 0.6240 recall@top3: 0.7112 prec@top3: 0.6047 recall@top5: 0.8760 prec@top5: 0.4512 loss_action_cls: 0.0666 loss: 0.0666 2022/08/07 15:38:20 - mmengine - INFO - Epoch(train) [3][660/1441] lr: 1.1000e-01 eta: 7:55:09 time: 0.8490 data_time: 0.0417 memory: 18616 grad_norm: 0.1250 recall@thr=0.5: 0.6030 prec@thr=0.5: 0.7197 recall@top3: 0.7652 prec@top3: 0.6727 recall@top5: 0.8364 prec@top5: 0.4436 loss_action_cls: 0.0695 loss: 0.0695 2022/08/07 15:38:38 - mmengine - INFO - Epoch(train) [3][680/1441] lr: 1.1000e-01 eta: 7:54:11 time: 0.8811 data_time: 0.0448 memory: 18616 grad_norm: 0.1188 recall@thr=0.5: 0.6880 prec@thr=0.5: 0.7681 recall@top3: 0.7721 prec@top3: 0.6232 recall@top5: 0.9351 prec@top5: 0.4696 loss_action_cls: 0.0720 loss: 0.0720 2022/08/07 15:38:55 - mmengine - INFO - Epoch(train) [3][700/1441] lr: 1.1000e-01 eta: 7:53:07 time: 0.8310 data_time: 0.0331 memory: 18616 grad_norm: 0.1166 recall@thr=0.5: 0.7415 prec@thr=0.5: 0.7976 recall@top3: 0.8299 prec@top3: 0.7415 recall@top5: 0.9439 prec@top5: 0.5102 loss_action_cls: 0.0694 loss: 0.0694 2022/08/07 15:39:13 - mmengine - INFO - Epoch(train) [3][720/1441] lr: 1.1000e-01 eta: 7:52:16 time: 0.9171 data_time: 0.0324 memory: 18616 grad_norm: 0.1140 recall@thr=0.5: 0.6354 prec@thr=0.5: 0.7062 recall@top3: 0.7542 prec@top3: 0.6583 recall@top5: 0.8688 prec@top5: 0.4600 loss_action_cls: 0.0618 loss: 0.0618 2022/08/07 15:39:37 - mmengine - INFO - Epoch(train) [3][740/1441] lr: 1.1000e-01 eta: 7:52:05 time: 1.2114 data_time: 0.0449 memory: 18616 grad_norm: 0.1178 recall@thr=0.5: 0.5762 prec@thr=0.5: 0.7021 recall@top3: 0.7145 prec@top3: 0.5390 recall@top5: 0.8475 prec@top5: 0.4000 loss_action_cls: 0.0725 loss: 0.0725 2022/08/07 15:39:54 - mmengine - INFO - Epoch(train) [3][760/1441] lr: 1.1000e-01 eta: 7:51:07 time: 0.8612 data_time: 0.0352 memory: 18616 grad_norm: 0.1121 recall@thr=0.5: 0.5248 prec@thr=0.5: 0.5811 recall@top3: 0.8266 prec@top3: 0.5946 recall@top5: 0.9167 prec@top5: 0.4108 loss_action_cls: 0.0712 loss: 0.0712 2022/08/07 15:40:12 - mmengine - INFO - Epoch(train) [3][780/1441] lr: 1.1000e-01 eta: 7:50:10 time: 0.8714 data_time: 0.0379 memory: 18616 grad_norm: 0.1173 recall@thr=0.5: 0.6061 prec@thr=0.5: 0.7689 recall@top3: 0.8295 prec@top3: 0.6667 recall@top5: 0.9773 prec@top5: 0.4682 loss_action_cls: 0.0614 loss: 0.0614 2022/08/07 15:40:29 - mmengine - INFO - Epoch(train) [3][800/1441] lr: 1.1000e-01 eta: 7:49:13 time: 0.8726 data_time: 0.0462 memory: 18616 grad_norm: 0.1286 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.8013 recall@top3: 0.7949 prec@top3: 0.5214 recall@top5: 0.8782 prec@top5: 0.3641 loss_action_cls: 0.0688 loss: 0.0688 2022/08/07 15:40:46 - mmengine - INFO - Epoch(train) [3][820/1441] lr: 1.1000e-01 eta: 7:48:13 time: 0.8384 data_time: 0.0329 memory: 18616 grad_norm: 0.1213 recall@thr=0.5: 0.7264 prec@thr=0.5: 0.8297 recall@top3: 0.8152 prec@top3: 0.6812 recall@top5: 0.9601 prec@top5: 0.4913 loss_action_cls: 0.0652 loss: 0.0652 2022/08/07 15:41:03 - mmengine - INFO - Epoch(train) [3][840/1441] lr: 1.1000e-01 eta: 7:47:16 time: 0.8670 data_time: 0.0357 memory: 18616 grad_norm: 0.1283 recall@thr=0.5: 0.6167 prec@thr=0.5: 0.7208 recall@top3: 0.6979 prec@top3: 0.5750 recall@top5: 0.8458 prec@top5: 0.4250 loss_action_cls: 0.0686 loss: 0.0686 2022/08/07 15:41:21 - mmengine - INFO - Epoch(train) [3][860/1441] lr: 1.1000e-01 eta: 7:46:21 time: 0.8729 data_time: 0.0342 memory: 18616 grad_norm: 0.1226 recall@thr=0.5: 0.4948 prec@thr=0.5: 0.6389 recall@top3: 0.7431 prec@top3: 0.5972 recall@top5: 0.8802 prec@top5: 0.4292 loss_action_cls: 0.0618 loss: 0.0618 2022/08/07 15:41:38 - mmengine - INFO - Epoch(train) [3][880/1441] lr: 1.1000e-01 eta: 7:45:27 time: 0.8762 data_time: 0.0452 memory: 18616 grad_norm: 0.1106 recall@thr=0.5: 0.6214 prec@thr=0.5: 0.8254 recall@top3: 0.7540 prec@top3: 0.6270 recall@top5: 0.9298 prec@top5: 0.4810 loss_action_cls: 0.0671 loss: 0.0671 2022/08/07 15:41:55 - mmengine - INFO - Epoch(train) [3][900/1441] lr: 1.1000e-01 eta: 7:44:26 time: 0.8184 data_time: 0.0331 memory: 18616 grad_norm: 0.1331 recall@thr=0.5: 0.6691 prec@thr=0.5: 0.8519 recall@top3: 0.7772 prec@top3: 0.7284 recall@top5: 0.9142 prec@top5: 0.5222 loss_action_cls: 0.0666 loss: 0.0666 2022/08/07 15:42:12 - mmengine - INFO - Epoch(train) [3][920/1441] lr: 1.1000e-01 eta: 7:43:30 time: 0.8596 data_time: 0.0403 memory: 18616 grad_norm: 0.1276 recall@thr=0.5: 0.6202 prec@thr=0.5: 0.7054 recall@top3: 0.7074 prec@top3: 0.5504 recall@top5: 0.8256 prec@top5: 0.3907 loss_action_cls: 0.0675 loss: 0.0675 2022/08/07 15:42:29 - mmengine - INFO - Epoch(train) [3][940/1441] lr: 1.1000e-01 eta: 7:42:35 time: 0.8609 data_time: 0.0342 memory: 18616 grad_norm: 0.1165 recall@thr=0.5: 0.7112 prec@thr=0.5: 0.7578 recall@top3: 0.7946 prec@top3: 0.6899 recall@top5: 0.9341 prec@top5: 0.4977 loss_action_cls: 0.0649 loss: 0.0649 2022/08/07 15:42:47 - mmengine - INFO - Epoch(train) [3][960/1441] lr: 1.1000e-01 eta: 7:41:43 time: 0.8817 data_time: 0.0460 memory: 18616 grad_norm: 0.1256 recall@thr=0.5: 0.5859 prec@thr=0.5: 0.7607 recall@top3: 0.7397 prec@top3: 0.7009 recall@top5: 0.8816 prec@top5: 0.5231 loss_action_cls: 0.0642 loss: 0.0642 2022/08/07 15:43:04 - mmengine - INFO - Epoch(train) [3][980/1441] lr: 1.1000e-01 eta: 7:40:50 time: 0.8725 data_time: 0.0363 memory: 18616 grad_norm: 0.1374 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6088 recall@top3: 0.7870 prec@top3: 0.6019 recall@top5: 0.8843 prec@top5: 0.4111 loss_action_cls: 0.0651 loss: 0.0651 2022/08/07 15:43:26 - mmengine - INFO - Epoch(train) [3][1000/1441] lr: 1.1000e-01 eta: 7:40:29 time: 1.1130 data_time: 0.2726 memory: 18616 grad_norm: 0.1218 recall@thr=0.5: 0.7288 prec@thr=0.5: 0.8061 recall@top3: 0.8470 prec@top3: 0.7333 recall@top5: 0.9682 prec@top5: 0.5164 loss_action_cls: 0.0686 loss: 0.0686 2022/08/07 15:43:44 - mmengine - INFO - Epoch(train) [3][1020/1441] lr: 1.1000e-01 eta: 7:39:35 time: 0.8624 data_time: 0.0332 memory: 18616 grad_norm: 0.1242 recall@thr=0.5: 0.6178 prec@thr=0.5: 0.6944 recall@top3: 0.7763 prec@top3: 0.6444 recall@top5: 0.9363 prec@top5: 0.4667 loss_action_cls: 0.0697 loss: 0.0697 2022/08/07 15:44:01 - mmengine - INFO - Epoch(train) [3][1040/1441] lr: 1.1000e-01 eta: 7:38:41 time: 0.8506 data_time: 0.0433 memory: 18616 grad_norm: 0.1398 recall@thr=0.5: 0.7398 prec@thr=0.5: 0.6350 recall@top3: 0.8008 prec@top3: 0.6341 recall@top5: 0.9370 prec@top5: 0.4488 loss_action_cls: 0.0782 loss: 0.0782 2022/08/07 15:44:18 - mmengine - INFO - Epoch(train) [3][1060/1441] lr: 1.1000e-01 eta: 7:37:48 time: 0.8607 data_time: 0.0317 memory: 18616 grad_norm: 0.1124 recall@thr=0.5: 0.6567 prec@thr=0.5: 0.7222 recall@top3: 0.8036 prec@top3: 0.6032 recall@top5: 0.9107 prec@top5: 0.4190 loss_action_cls: 0.0651 loss: 0.0651 2022/08/07 15:44:35 - mmengine - INFO - Epoch(train) [3][1080/1441] lr: 1.1000e-01 eta: 7:36:55 time: 0.8624 data_time: 0.0385 memory: 18616 grad_norm: 0.1124 recall@thr=0.5: 0.7602 prec@thr=0.5: 0.7333 recall@top3: 0.8180 prec@top3: 0.6395 recall@top5: 0.9575 prec@top5: 0.4612 loss_action_cls: 0.0618 loss: 0.0618 2022/08/07 15:44:53 - mmengine - INFO - Epoch(train) [3][1100/1441] lr: 1.1000e-01 eta: 7:36:08 time: 0.8993 data_time: 0.0458 memory: 18616 grad_norm: 0.1226 recall@thr=0.5: 0.7197 prec@thr=0.5: 0.7680 recall@top3: 0.8269 prec@top3: 0.7211 recall@top5: 0.9286 prec@top5: 0.4980 loss_action_cls: 0.0657 loss: 0.0657 2022/08/07 15:45:09 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 15:45:11 - mmengine - INFO - Epoch(train) [3][1120/1441] lr: 1.1000e-01 eta: 7:35:17 time: 0.8704 data_time: 0.0654 memory: 18616 grad_norm: 0.1188 recall@thr=0.5: 0.5117 prec@thr=0.5: 0.7000 recall@top3: 0.6967 prec@top3: 0.6600 recall@top5: 0.8917 prec@top5: 0.4960 loss_action_cls: 0.0702 loss: 0.0702 2022/08/07 15:45:28 - mmengine - INFO - Epoch(train) [3][1140/1441] lr: 1.1000e-01 eta: 7:34:27 time: 0.8725 data_time: 0.0363 memory: 18616 grad_norm: 0.1173 recall@thr=0.5: 0.6169 prec@thr=0.5: 0.7406 recall@top3: 0.7957 prec@top3: 0.6290 recall@top5: 0.9489 prec@top5: 0.4613 loss_action_cls: 0.0595 loss: 0.0595 2022/08/07 15:45:45 - mmengine - INFO - Epoch(train) [3][1160/1441] lr: 1.1000e-01 eta: 7:33:33 time: 0.8419 data_time: 0.0400 memory: 18616 grad_norm: 0.1256 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8000 recall@top3: 0.8033 prec@top3: 0.7267 recall@top5: 0.9700 prec@top5: 0.5320 loss_action_cls: 0.0635 loss: 0.0635 2022/08/07 15:46:02 - mmengine - INFO - Epoch(train) [3][1180/1441] lr: 1.1000e-01 eta: 7:32:42 time: 0.8569 data_time: 0.0388 memory: 18616 grad_norm: 0.1236 recall@thr=0.5: 0.6841 prec@thr=0.5: 0.8430 recall@top3: 0.7946 prec@top3: 0.6512 recall@top5: 0.9438 prec@top5: 0.4605 loss_action_cls: 0.0591 loss: 0.0591 2022/08/07 15:46:19 - mmengine - INFO - Epoch(train) [3][1200/1441] lr: 1.1000e-01 eta: 7:31:49 time: 0.8453 data_time: 0.0333 memory: 18616 grad_norm: 0.1250 recall@thr=0.5: 0.7362 prec@thr=0.5: 0.8062 recall@top3: 0.8565 prec@top3: 0.6304 recall@top5: 0.9478 prec@top5: 0.4391 loss_action_cls: 0.0605 loss: 0.0605 2022/08/07 15:46:36 - mmengine - INFO - Epoch(train) [3][1220/1441] lr: 1.1000e-01 eta: 7:30:58 time: 0.8481 data_time: 0.0369 memory: 18616 grad_norm: 0.1204 recall@thr=0.5: 0.5913 prec@thr=0.5: 0.7692 recall@top3: 0.7308 prec@top3: 0.6795 recall@top5: 0.8878 prec@top5: 0.5077 loss_action_cls: 0.0664 loss: 0.0664 2022/08/07 15:46:53 - mmengine - INFO - Epoch(train) [3][1240/1441] lr: 1.1000e-01 eta: 7:30:06 time: 0.8490 data_time: 0.0400 memory: 18616 grad_norm: 0.1221 recall@thr=0.5: 0.5812 prec@thr=0.5: 0.6432 recall@top3: 0.6709 prec@top3: 0.5214 recall@top5: 0.7735 prec@top5: 0.3744 loss_action_cls: 0.0690 loss: 0.0690 2022/08/07 15:47:10 - mmengine - INFO - Epoch(train) [3][1260/1441] lr: 1.1000e-01 eta: 7:29:18 time: 0.8747 data_time: 0.0361 memory: 18616 grad_norm: 0.1219 recall@thr=0.5: 0.5237 prec@thr=0.5: 0.6798 recall@top3: 0.6246 prec@top3: 0.5789 recall@top5: 0.8061 prec@top5: 0.4474 loss_action_cls: 0.0687 loss: 0.0687 2022/08/07 15:47:27 - mmengine - INFO - Epoch(train) [3][1280/1441] lr: 1.1000e-01 eta: 7:28:27 time: 0.8454 data_time: 0.0373 memory: 18616 grad_norm: 0.1135 recall@thr=0.5: 0.6720 prec@thr=0.5: 0.8014 recall@top3: 0.8387 prec@top3: 0.6312 recall@top5: 0.9610 prec@top5: 0.4383 loss_action_cls: 0.0650 loss: 0.0650 2022/08/07 15:47:44 - mmengine - INFO - Epoch(train) [3][1300/1441] lr: 1.1000e-01 eta: 7:27:36 time: 0.8394 data_time: 0.0394 memory: 18616 grad_norm: 0.1157 recall@thr=0.5: 0.4601 prec@thr=0.5: 0.6053 recall@top3: 0.5873 prec@top3: 0.4825 recall@top5: 0.8412 prec@top5: 0.3947 loss_action_cls: 0.0582 loss: 0.0582 2022/08/07 15:48:01 - mmengine - INFO - Epoch(train) [3][1320/1441] lr: 1.1000e-01 eta: 7:26:46 time: 0.8477 data_time: 0.0386 memory: 18616 grad_norm: 0.1189 recall@thr=0.5: 0.6138 prec@thr=0.5: 0.7581 recall@top3: 0.8390 prec@top3: 0.6748 recall@top5: 0.9561 prec@top5: 0.4829 loss_action_cls: 0.0680 loss: 0.0680 2022/08/07 15:48:18 - mmengine - INFO - Epoch(train) [3][1340/1441] lr: 1.1000e-01 eta: 7:25:56 time: 0.8550 data_time: 0.0350 memory: 18616 grad_norm: 0.1165 recall@thr=0.5: 0.5701 prec@thr=0.5: 0.8120 recall@top3: 0.7513 prec@top3: 0.6068 recall@top5: 0.8701 prec@top5: 0.4513 loss_action_cls: 0.0614 loss: 0.0614 2022/08/07 15:48:35 - mmengine - INFO - Epoch(train) [3][1360/1441] lr: 1.1000e-01 eta: 7:25:06 time: 0.8426 data_time: 0.0360 memory: 18616 grad_norm: 0.1183 recall@thr=0.5: 0.6014 prec@thr=0.5: 0.7297 recall@top3: 0.7973 prec@top3: 0.6757 recall@top5: 0.8874 prec@top5: 0.4541 loss_action_cls: 0.0617 loss: 0.0617 2022/08/07 15:48:52 - mmengine - INFO - Epoch(train) [3][1380/1441] lr: 1.1000e-01 eta: 7:24:17 time: 0.8480 data_time: 0.0414 memory: 18616 grad_norm: 0.1120 recall@thr=0.5: 0.6456 prec@thr=0.5: 0.7202 recall@top3: 0.7250 prec@top3: 0.6587 recall@top5: 0.8548 prec@top5: 0.4762 loss_action_cls: 0.0591 loss: 0.0591 2022/08/07 15:49:09 - mmengine - INFO - Epoch(train) [3][1400/1441] lr: 1.1000e-01 eta: 7:23:29 time: 0.8566 data_time: 0.0330 memory: 18616 grad_norm: 0.1298 recall@thr=0.5: 0.6496 prec@thr=0.5: 0.7333 recall@top3: 0.7504 prec@top3: 0.5333 recall@top5: 0.8592 prec@top5: 0.3850 loss_action_cls: 0.0662 loss: 0.0662 2022/08/07 15:49:26 - mmengine - INFO - Epoch(train) [3][1420/1441] lr: 1.1000e-01 eta: 7:22:40 time: 0.8410 data_time: 0.0363 memory: 18616 grad_norm: 0.1410 recall@thr=0.5: 0.7126 prec@thr=0.5: 0.8061 recall@top3: 0.8605 prec@top3: 0.6803 recall@top5: 0.9490 prec@top5: 0.4612 loss_action_cls: 0.0586 loss: 0.0586 2022/08/07 15:49:43 - mmengine - INFO - Epoch(train) [3][1440/1441] lr: 1.1000e-01 eta: 7:21:51 time: 0.8448 data_time: 0.0326 memory: 18616 grad_norm: 0.1302 recall@thr=0.5: 0.7373 prec@thr=0.5: 0.7754 recall@top3: 0.8475 prec@top3: 0.6384 recall@top5: 0.9266 prec@top5: 0.4203 loss_action_cls: 0.0630 loss: 0.0630 2022/08/07 15:49:43 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 15:49:43 - mmengine - INFO - Epoch(train) [3][1441/1441] lr: 1.1000e-01 eta: 7:21:51 time: 0.8295 data_time: 0.0328 memory: 9568 grad_norm: 0.1321 recall@thr=0.5: 0.5924 prec@thr=0.5: 0.5548 recall@top3: 0.6695 prec@top3: 0.4857 recall@top5: 0.8633 prec@top5: 0.4000 loss_action_cls: 0.0648 loss: 0.0648 2022/08/07 15:49:43 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/08/07 15:49:50 - mmengine - INFO - Epoch(val) [3][20/6282] eta: 0:07:12 time: 0.0691 data_time: 0.0222 memory: 663 2022/08/07 15:49:51 - mmengine - INFO - Epoch(val) [3][40/6282] eta: 0:05:15 time: 0.0506 data_time: 0.0066 memory: 663 2022/08/07 15:49:52 - mmengine - INFO - Epoch(val) [3][60/6282] eta: 0:05:16 time: 0.0509 data_time: 0.0070 memory: 663 2022/08/07 15:49:53 - mmengine - INFO - Epoch(val) [3][80/6282] eta: 0:05:23 time: 0.0522 data_time: 0.0070 memory: 663 2022/08/07 15:49:54 - mmengine - INFO - Epoch(val) [3][100/6282] eta: 0:05:02 time: 0.0489 data_time: 0.0054 memory: 663 2022/08/07 15:49:55 - mmengine - INFO - Epoch(val) [3][120/6282] eta: 0:06:02 time: 0.0589 data_time: 0.0070 memory: 726 2022/08/07 15:49:56 - mmengine - INFO - Epoch(val) [3][140/6282] eta: 0:06:20 time: 0.0620 data_time: 0.0066 memory: 726 2022/08/07 15:49:58 - mmengine - INFO - Epoch(val) [3][160/6282] eta: 0:08:45 time: 0.0858 data_time: 0.0074 memory: 726 2022/08/07 15:49:59 - mmengine - INFO - Epoch(val) [3][180/6282] eta: 0:06:17 time: 0.0619 data_time: 0.0058 memory: 726 2022/08/07 15:50:01 - mmengine - INFO - Epoch(val) [3][200/6282] eta: 0:06:28 time: 0.0639 data_time: 0.0062 memory: 726 2022/08/07 15:50:02 - mmengine - INFO - Epoch(val) [3][220/6282] eta: 0:04:45 time: 0.0470 data_time: 0.0059 memory: 676 2022/08/07 15:50:03 - mmengine - INFO - Epoch(val) [3][240/6282] eta: 0:05:11 time: 0.0515 data_time: 0.0068 memory: 676 2022/08/07 15:50:04 - mmengine - INFO - Epoch(val) [3][260/6282] eta: 0:05:10 time: 0.0516 data_time: 0.0071 memory: 676 2022/08/07 15:50:05 - mmengine - INFO - Epoch(val) [3][280/6282] eta: 0:05:03 time: 0.0506 data_time: 0.0066 memory: 676 2022/08/07 15:50:06 - mmengine - INFO - Epoch(val) [3][300/6282] eta: 0:06:11 time: 0.0621 data_time: 0.0158 memory: 726 2022/08/07 15:50:08 - mmengine - INFO - Epoch(val) [3][320/6282] eta: 0:08:54 time: 0.0897 data_time: 0.0389 memory: 726 2022/08/07 15:50:09 - mmengine - INFO - Epoch(val) [3][340/6282] eta: 0:07:34 time: 0.0764 data_time: 0.0228 memory: 726 2022/08/07 15:50:11 - mmengine - INFO - Epoch(val) [3][360/6282] eta: 0:09:23 time: 0.0951 data_time: 0.0368 memory: 726 2022/08/07 15:50:13 - mmengine - INFO - Epoch(val) [3][380/6282] eta: 0:08:53 time: 0.0903 data_time: 0.0347 memory: 726 2022/08/07 15:50:14 - mmengine - INFO - Epoch(val) [3][400/6282] eta: 0:06:53 time: 0.0703 data_time: 0.0176 memory: 726 2022/08/07 15:50:16 - mmengine - INFO - Epoch(val) [3][420/6282] eta: 0:05:31 time: 0.0565 data_time: 0.0057 memory: 677 2022/08/07 15:50:17 - mmengine - INFO - Epoch(val) [3][440/6282] eta: 0:05:15 time: 0.0541 data_time: 0.0054 memory: 677 2022/08/07 15:50:18 - mmengine - INFO - Epoch(val) [3][460/6282] eta: 0:08:07 time: 0.0837 data_time: 0.0058 memory: 677 2022/08/07 15:50:19 - mmengine - INFO - Epoch(val) [3][480/6282] eta: 0:05:09 time: 0.0534 data_time: 0.0064 memory: 677 2022/08/07 15:50:21 - mmengine - INFO - Epoch(val) [3][500/6282] eta: 0:05:26 time: 0.0564 data_time: 0.0075 memory: 677 2022/08/07 15:50:22 - mmengine - INFO - Epoch(val) [3][520/6282] eta: 0:04:51 time: 0.0506 data_time: 0.0078 memory: 676 2022/08/07 15:50:22 - mmengine - INFO - Epoch(val) [3][540/6282] eta: 0:04:36 time: 0.0482 data_time: 0.0043 memory: 676 2022/08/07 15:50:24 - mmengine - INFO - Epoch(val) [3][560/6282] eta: 0:04:48 time: 0.0504 data_time: 0.0060 memory: 676 2022/08/07 15:50:25 - mmengine - INFO - Epoch(val) [3][580/6282] eta: 0:04:46 time: 0.0502 data_time: 0.0076 memory: 676 2022/08/07 15:50:26 - mmengine - INFO - Epoch(val) [3][600/6282] eta: 0:04:57 time: 0.0524 data_time: 0.0062 memory: 676 2022/08/07 15:50:26 - mmengine - INFO - Epoch(val) [3][620/6282] eta: 0:04:17 time: 0.0455 data_time: 0.0049 memory: 676 2022/08/07 15:50:27 - mmengine - INFO - Epoch(val) [3][640/6282] eta: 0:04:10 time: 0.0444 data_time: 0.0045 memory: 670 2022/08/07 15:50:28 - mmengine - INFO - Epoch(val) [3][660/6282] eta: 0:04:00 time: 0.0428 data_time: 0.0048 memory: 670 2022/08/07 15:50:29 - mmengine - INFO - Epoch(val) [3][680/6282] eta: 0:04:01 time: 0.0432 data_time: 0.0043 memory: 670 2022/08/07 15:50:30 - mmengine - INFO - Epoch(val) [3][700/6282] eta: 0:04:12 time: 0.0452 data_time: 0.0044 memory: 670 2022/08/07 15:50:32 - mmengine - INFO - Epoch(val) [3][720/6282] eta: 0:11:22 time: 0.1227 data_time: 0.0766 memory: 726 2022/08/07 15:50:36 - mmengine - INFO - Epoch(val) [3][740/6282] eta: 0:16:45 time: 0.1814 data_time: 0.1329 memory: 726 2022/08/07 15:50:39 - mmengine - INFO - Epoch(val) [3][760/6282] eta: 0:13:34 time: 0.1474 data_time: 0.0716 memory: 726 2022/08/07 15:50:42 - mmengine - INFO - Epoch(val) [3][780/6282] eta: 0:14:28 time: 0.1578 data_time: 0.1132 memory: 726 2022/08/07 15:50:45 - mmengine - INFO - Epoch(val) [3][800/6282] eta: 0:13:31 time: 0.1481 data_time: 0.0957 memory: 726 2022/08/07 15:50:47 - mmengine - INFO - Epoch(val) [3][820/6282] eta: 0:08:49 time: 0.0970 data_time: 0.0441 memory: 726 2022/08/07 15:50:48 - mmengine - INFO - Epoch(val) [3][840/6282] eta: 0:05:04 time: 0.0560 data_time: 0.0053 memory: 676 2022/08/07 15:50:49 - mmengine - INFO - Epoch(val) [3][860/6282] eta: 0:05:01 time: 0.0556 data_time: 0.0062 memory: 676 2022/08/07 15:50:51 - mmengine - INFO - Epoch(val) [3][880/6282] eta: 0:05:15 time: 0.0584 data_time: 0.0071 memory: 676 2022/08/07 15:50:52 - mmengine - INFO - Epoch(val) [3][900/6282] eta: 0:05:07 time: 0.0571 data_time: 0.0071 memory: 676 2022/08/07 15:50:53 - mmengine - INFO - Epoch(val) [3][920/6282] eta: 0:04:42 time: 0.0526 data_time: 0.0052 memory: 676 2022/08/07 15:50:54 - mmengine - INFO - Epoch(val) [3][940/6282] eta: 0:04:50 time: 0.0544 data_time: 0.0053 memory: 663 2022/08/07 15:50:55 - mmengine - INFO - Epoch(val) [3][960/6282] eta: 0:04:43 time: 0.0533 data_time: 0.0060 memory: 663 2022/08/07 15:50:56 - mmengine - INFO - Epoch(val) [3][980/6282] eta: 0:04:32 time: 0.0515 data_time: 0.0058 memory: 663 2022/08/07 15:50:57 - mmengine - INFO - Epoch(val) [3][1000/6282] eta: 0:05:05 time: 0.0579 data_time: 0.0078 memory: 663 2022/08/07 15:50:58 - mmengine - INFO - Epoch(val) [3][1020/6282] eta: 0:04:44 time: 0.0541 data_time: 0.0066 memory: 676 2022/08/07 15:50:59 - mmengine - INFO - Epoch(val) [3][1040/6282] eta: 0:05:10 time: 0.0592 data_time: 0.0073 memory: 676 2022/08/07 15:51:00 - mmengine - INFO - Epoch(val) [3][1060/6282] eta: 0:04:55 time: 0.0565 data_time: 0.0083 memory: 676 2022/08/07 15:51:02 - mmengine - INFO - Epoch(val) [3][1080/6282] eta: 0:06:05 time: 0.0703 data_time: 0.0057 memory: 676 2022/08/07 15:51:03 - mmengine - INFO - Epoch(val) [3][1100/6282] eta: 0:05:10 time: 0.0600 data_time: 0.0067 memory: 676 2022/08/07 15:51:04 - mmengine - INFO - Epoch(val) [3][1120/6282] eta: 0:04:49 time: 0.0561 data_time: 0.0066 memory: 676 2022/08/07 15:51:05 - mmengine - INFO - Epoch(val) [3][1140/6282] eta: 0:04:43 time: 0.0551 data_time: 0.0053 memory: 676 2022/08/07 15:51:06 - mmengine - INFO - Epoch(val) [3][1160/6282] eta: 0:03:50 time: 0.0449 data_time: 0.0050 memory: 676 2022/08/07 15:51:07 - mmengine - INFO - Epoch(val) [3][1180/6282] eta: 0:03:52 time: 0.0456 data_time: 0.0043 memory: 676 2022/08/07 15:51:08 - mmengine - INFO - Epoch(val) [3][1200/6282] eta: 0:03:38 time: 0.0430 data_time: 0.0043 memory: 676 2022/08/07 15:51:09 - mmengine - INFO - Epoch(val) [3][1220/6282] eta: 0:03:48 time: 0.0451 data_time: 0.0039 memory: 676 2022/08/07 15:51:12 - mmengine - INFO - Epoch(val) [3][1240/6282] eta: 0:14:13 time: 0.1693 data_time: 0.1204 memory: 726 2022/08/07 15:51:15 - mmengine - INFO - Epoch(val) [3][1260/6282] eta: 0:10:50 time: 0.1296 data_time: 0.0797 memory: 726 2022/08/07 15:51:19 - mmengine - INFO - Epoch(val) [3][1280/6282] eta: 0:15:46 time: 0.1892 data_time: 0.1397 memory: 726 2022/08/07 15:51:22 - mmengine - INFO - Epoch(val) [3][1300/6282] eta: 0:12:02 time: 0.1451 data_time: 0.0953 memory: 726 2022/08/07 15:51:25 - mmengine - INFO - Epoch(val) [3][1320/6282] eta: 0:13:41 time: 0.1655 data_time: 0.1142 memory: 726 2022/08/07 15:51:28 - mmengine - INFO - Epoch(val) [3][1340/6282] eta: 0:12:44 time: 0.1548 data_time: 0.0870 memory: 726 2022/08/07 15:51:31 - mmengine - INFO - Epoch(val) [3][1360/6282] eta: 0:12:44 time: 0.1553 data_time: 0.1072 memory: 726 2022/08/07 15:51:34 - mmengine - INFO - Epoch(val) [3][1380/6282] eta: 0:12:40 time: 0.1552 data_time: 0.1062 memory: 726 2022/08/07 15:51:37 - mmengine - INFO - Epoch(val) [3][1400/6282] eta: 0:11:31 time: 0.1416 data_time: 0.0781 memory: 726 2022/08/07 15:51:41 - mmengine - INFO - Epoch(val) [3][1420/6282] eta: 0:14:21 time: 0.1771 data_time: 0.1235 memory: 726 2022/08/07 15:51:42 - mmengine - INFO - Epoch(val) [3][1440/6282] eta: 0:06:56 time: 0.0859 data_time: 0.0288 memory: 726 2022/08/07 15:51:44 - mmengine - INFO - Epoch(val) [3][1460/6282] eta: 0:05:06 time: 0.0636 data_time: 0.0064 memory: 726 2022/08/07 15:51:45 - mmengine - INFO - Epoch(val) [3][1480/6282] eta: 0:05:20 time: 0.0667 data_time: 0.0080 memory: 726 2022/08/07 15:51:46 - mmengine - INFO - Epoch(val) [3][1500/6282] eta: 0:04:47 time: 0.0601 data_time: 0.0062 memory: 726 2022/08/07 15:51:47 - mmengine - INFO - Epoch(val) [3][1520/6282] eta: 0:04:53 time: 0.0617 data_time: 0.0068 memory: 798 2022/08/07 15:51:49 - mmengine - INFO - Epoch(val) [3][1540/6282] eta: 0:07:19 time: 0.0926 data_time: 0.0113 memory: 798 2022/08/07 15:51:51 - mmengine - INFO - Epoch(val) [3][1560/6282] eta: 0:05:50 time: 0.0742 data_time: 0.0096 memory: 798 2022/08/07 15:51:52 - mmengine - INFO - Epoch(val) [3][1580/6282] eta: 0:05:44 time: 0.0733 data_time: 0.0086 memory: 798 2022/08/07 15:51:54 - mmengine - INFO - Epoch(val) [3][1600/6282] eta: 0:05:59 time: 0.0769 data_time: 0.0084 memory: 798 2022/08/07 15:51:55 - mmengine - INFO - Epoch(val) [3][1620/6282] eta: 0:05:39 time: 0.0729 data_time: 0.0084 memory: 798 2022/08/07 15:51:56 - mmengine - INFO - Epoch(val) [3][1640/6282] eta: 0:04:26 time: 0.0575 data_time: 0.0049 memory: 726 2022/08/07 15:51:57 - mmengine - INFO - Epoch(val) [3][1660/6282] eta: 0:04:09 time: 0.0539 data_time: 0.0054 memory: 726 2022/08/07 15:51:59 - mmengine - INFO - Epoch(val) [3][1680/6282] eta: 0:04:16 time: 0.0556 data_time: 0.0066 memory: 726 2022/08/07 15:52:00 - mmengine - INFO - Epoch(val) [3][1700/6282] eta: 0:04:08 time: 0.0543 data_time: 0.0055 memory: 726 2022/08/07 15:52:01 - mmengine - INFO - Epoch(val) [3][1720/6282] eta: 0:04:21 time: 0.0574 data_time: 0.0061 memory: 726 2022/08/07 15:52:02 - mmengine - INFO - Epoch(val) [3][1740/6282] eta: 0:04:41 time: 0.0620 data_time: 0.0061 memory: 726 2022/08/07 15:52:03 - mmengine - INFO - Epoch(val) [3][1760/6282] eta: 0:04:22 time: 0.0580 data_time: 0.0062 memory: 726 2022/08/07 15:52:04 - mmengine - INFO - Epoch(val) [3][1780/6282] eta: 0:04:07 time: 0.0550 data_time: 0.0050 memory: 726 2022/08/07 15:52:05 - mmengine - INFO - Epoch(val) [3][1800/6282] eta: 0:03:55 time: 0.0526 data_time: 0.0051 memory: 726 2022/08/07 15:52:06 - mmengine - INFO - Epoch(val) [3][1820/6282] eta: 0:04:07 time: 0.0554 data_time: 0.0063 memory: 726 2022/08/07 15:52:08 - mmengine - INFO - Epoch(val) [3][1840/6282] eta: 0:06:25 time: 0.0868 data_time: 0.0379 memory: 726 2022/08/07 15:52:11 - mmengine - INFO - Epoch(val) [3][1860/6282] eta: 0:12:05 time: 0.1640 data_time: 0.1148 memory: 726 2022/08/07 15:52:14 - mmengine - INFO - Epoch(val) [3][1880/6282] eta: 0:09:23 time: 0.1280 data_time: 0.0801 memory: 726 2022/08/07 15:52:17 - mmengine - INFO - Epoch(val) [3][1900/6282] eta: 0:12:19 time: 0.1688 data_time: 0.0916 memory: 726 2022/08/07 15:52:20 - mmengine - INFO - Epoch(val) [3][1920/6282] eta: 0:09:21 time: 0.1288 data_time: 0.0754 memory: 726 2022/08/07 15:52:23 - mmengine - INFO - Epoch(val) [3][1940/6282] eta: 0:09:26 time: 0.1305 data_time: 0.0747 memory: 726 2022/08/07 15:52:24 - mmengine - INFO - Epoch(val) [3][1960/6282] eta: 0:03:52 time: 0.0538 data_time: 0.0061 memory: 677 2022/08/07 15:52:25 - mmengine - INFO - Epoch(val) [3][1980/6282] eta: 0:03:55 time: 0.0548 data_time: 0.0060 memory: 677 2022/08/07 15:52:26 - mmengine - INFO - Epoch(val) [3][2000/6282] eta: 0:04:03 time: 0.0568 data_time: 0.0060 memory: 677 2022/08/07 15:52:28 - mmengine - INFO - Epoch(val) [3][2020/6282] eta: 0:05:33 time: 0.0781 data_time: 0.0062 memory: 677 2022/08/07 15:52:29 - mmengine - INFO - Epoch(val) [3][2040/6282] eta: 0:04:08 time: 0.0587 data_time: 0.0085 memory: 677 2022/08/07 15:52:30 - mmengine - INFO - Epoch(val) [3][2060/6282] eta: 0:03:53 time: 0.0554 data_time: 0.0071 memory: 677 2022/08/07 15:52:31 - mmengine - INFO - Epoch(val) [3][2080/6282] eta: 0:03:40 time: 0.0525 data_time: 0.0058 memory: 677 2022/08/07 15:52:32 - mmengine - INFO - Epoch(val) [3][2100/6282] eta: 0:03:46 time: 0.0543 data_time: 0.0057 memory: 677 2022/08/07 15:52:33 - mmengine - INFO - Epoch(val) [3][2120/6282] eta: 0:03:52 time: 0.0558 data_time: 0.0062 memory: 677 2022/08/07 15:52:34 - mmengine - INFO - Epoch(val) [3][2140/6282] eta: 0:03:38 time: 0.0527 data_time: 0.0060 memory: 677 2022/08/07 15:52:35 - mmengine - INFO - Epoch(val) [3][2160/6282] eta: 0:03:49 time: 0.0557 data_time: 0.0065 memory: 676 2022/08/07 15:52:36 - mmengine - INFO - Epoch(val) [3][2180/6282] eta: 0:03:57 time: 0.0580 data_time: 0.0076 memory: 676 2022/08/07 15:52:38 - mmengine - INFO - Epoch(val) [3][2200/6282] eta: 0:05:04 time: 0.0745 data_time: 0.0066 memory: 676 2022/08/07 15:52:39 - mmengine - INFO - Epoch(val) [3][2220/6282] eta: 0:03:37 time: 0.0535 data_time: 0.0060 memory: 676 2022/08/07 15:52:40 - mmengine - INFO - Epoch(val) [3][2240/6282] eta: 0:03:38 time: 0.0540 data_time: 0.0054 memory: 676 2022/08/07 15:52:41 - mmengine - INFO - Epoch(val) [3][2260/6282] eta: 0:03:43 time: 0.0556 data_time: 0.0073 memory: 677 2022/08/07 15:52:42 - mmengine - INFO - Epoch(val) [3][2280/6282] eta: 0:03:30 time: 0.0526 data_time: 0.0064 memory: 677 2022/08/07 15:52:43 - mmengine - INFO - Epoch(val) [3][2300/6282] eta: 0:03:45 time: 0.0567 data_time: 0.0075 memory: 677 2022/08/07 15:52:44 - mmengine - INFO - Epoch(val) [3][2320/6282] eta: 0:03:23 time: 0.0513 data_time: 0.0052 memory: 677 2022/08/07 15:52:46 - mmengine - INFO - Epoch(val) [3][2340/6282] eta: 0:03:38 time: 0.0554 data_time: 0.0076 memory: 677 2022/08/07 15:52:47 - mmengine - INFO - Epoch(val) [3][2360/6282] eta: 0:03:24 time: 0.0521 data_time: 0.0067 memory: 676 2022/08/07 15:52:48 - mmengine - INFO - Epoch(val) [3][2380/6282] eta: 0:03:25 time: 0.0526 data_time: 0.0071 memory: 676 2022/08/07 15:52:50 - mmengine - INFO - Epoch(val) [3][2400/6282] eta: 0:06:22 time: 0.0985 data_time: 0.0059 memory: 676 2022/08/07 15:52:51 - mmengine - INFO - Epoch(val) [3][2420/6282] eta: 0:03:37 time: 0.0563 data_time: 0.0084 memory: 676 2022/08/07 15:52:52 - mmengine - INFO - Epoch(val) [3][2440/6282] eta: 0:03:11 time: 0.0498 data_time: 0.0060 memory: 676 2022/08/07 15:52:53 - mmengine - INFO - Epoch(val) [3][2460/6282] eta: 0:04:53 time: 0.0768 data_time: 0.0249 memory: 726 2022/08/07 15:52:55 - mmengine - INFO - Epoch(val) [3][2480/6282] eta: 0:05:47 time: 0.0914 data_time: 0.0378 memory: 726 2022/08/07 15:52:57 - mmengine - INFO - Epoch(val) [3][2500/6282] eta: 0:05:17 time: 0.0838 data_time: 0.0355 memory: 726 2022/08/07 15:52:58 - mmengine - INFO - Epoch(val) [3][2520/6282] eta: 0:05:18 time: 0.0847 data_time: 0.0343 memory: 726 2022/08/07 15:53:01 - mmengine - INFO - Epoch(val) [3][2540/6282] eta: 0:07:58 time: 0.1279 data_time: 0.0778 memory: 726 2022/08/07 15:53:04 - mmengine - INFO - Epoch(val) [3][2560/6282] eta: 0:07:57 time: 0.1283 data_time: 0.0639 memory: 726 2022/08/07 15:53:07 - mmengine - INFO - Epoch(val) [3][2580/6282] eta: 0:11:26 time: 0.1855 data_time: 0.1379 memory: 726 2022/08/07 15:53:10 - mmengine - INFO - Epoch(val) [3][2600/6282] eta: 0:08:04 time: 0.1315 data_time: 0.0840 memory: 726 2022/08/07 15:53:13 - mmengine - INFO - Epoch(val) [3][2620/6282] eta: 0:10:30 time: 0.1722 data_time: 0.1209 memory: 726 2022/08/07 15:53:16 - mmengine - INFO - Epoch(val) [3][2640/6282] eta: 0:08:10 time: 0.1346 data_time: 0.0596 memory: 726 2022/08/07 15:53:18 - mmengine - INFO - Epoch(val) [3][2660/6282] eta: 0:04:20 time: 0.0718 data_time: 0.0094 memory: 791 2022/08/07 15:53:19 - mmengine - INFO - Epoch(val) [3][2680/6282] eta: 0:05:15 time: 0.0875 data_time: 0.0246 memory: 791 2022/08/07 15:53:21 - mmengine - INFO - Epoch(val) [3][2700/6282] eta: 0:04:38 time: 0.0779 data_time: 0.0092 memory: 791 2022/08/07 15:53:22 - mmengine - INFO - Epoch(val) [3][2720/6282] eta: 0:04:35 time: 0.0774 data_time: 0.0138 memory: 791 2022/08/07 15:53:24 - mmengine - INFO - Epoch(val) [3][2740/6282] eta: 0:04:19 time: 0.0731 data_time: 0.0103 memory: 791 2022/08/07 15:53:25 - mmengine - INFO - Epoch(val) [3][2760/6282] eta: 0:03:18 time: 0.0563 data_time: 0.0064 memory: 677 2022/08/07 15:53:26 - mmengine - INFO - Epoch(val) [3][2780/6282] eta: 0:03:15 time: 0.0557 data_time: 0.0053 memory: 677 2022/08/07 15:53:27 - mmengine - INFO - Epoch(val) [3][2800/6282] eta: 0:03:01 time: 0.0522 data_time: 0.0066 memory: 677 2022/08/07 15:53:29 - mmengine - INFO - Epoch(val) [3][2820/6282] eta: 0:04:30 time: 0.0782 data_time: 0.0074 memory: 677 2022/08/07 15:53:30 - mmengine - INFO - Epoch(val) [3][2840/6282] eta: 0:03:05 time: 0.0538 data_time: 0.0058 memory: 677 2022/08/07 15:53:31 - mmengine - INFO - Epoch(val) [3][2860/6282] eta: 0:03:13 time: 0.0564 data_time: 0.0075 memory: 726 2022/08/07 15:53:33 - mmengine - INFO - Epoch(val) [3][2880/6282] eta: 0:04:26 time: 0.0783 data_time: 0.0274 memory: 726 2022/08/07 15:53:34 - mmengine - INFO - Epoch(val) [3][2900/6282] eta: 0:04:08 time: 0.0735 data_time: 0.0226 memory: 726 2022/08/07 15:53:35 - mmengine - INFO - Epoch(val) [3][2920/6282] eta: 0:03:07 time: 0.0558 data_time: 0.0077 memory: 726 2022/08/07 15:53:36 - mmengine - INFO - Epoch(val) [3][2940/6282] eta: 0:02:44 time: 0.0493 data_time: 0.0051 memory: 698 2022/08/07 15:53:37 - mmengine - INFO - Epoch(val) [3][2960/6282] eta: 0:02:43 time: 0.0493 data_time: 0.0048 memory: 698 2022/08/07 15:53:38 - mmengine - INFO - Epoch(val) [3][2980/6282] eta: 0:02:47 time: 0.0509 data_time: 0.0050 memory: 698 2022/08/07 15:53:39 - mmengine - INFO - Epoch(val) [3][3000/6282] eta: 0:02:53 time: 0.0527 data_time: 0.0062 memory: 698 2022/08/07 15:53:40 - mmengine - INFO - Epoch(val) [3][3020/6282] eta: 0:03:03 time: 0.0563 data_time: 0.0073 memory: 726 2022/08/07 15:53:41 - mmengine - INFO - Epoch(val) [3][3040/6282] eta: 0:03:04 time: 0.0569 data_time: 0.0051 memory: 726 2022/08/07 15:53:43 - mmengine - INFO - Epoch(val) [3][3060/6282] eta: 0:04:33 time: 0.0849 data_time: 0.0068 memory: 726 2022/08/07 15:53:44 - mmengine - INFO - Epoch(val) [3][3080/6282] eta: 0:03:18 time: 0.0620 data_time: 0.0090 memory: 726 2022/08/07 15:53:46 - mmengine - INFO - Epoch(val) [3][3100/6282] eta: 0:03:06 time: 0.0585 data_time: 0.0067 memory: 726 2022/08/07 15:53:47 - mmengine - INFO - Epoch(val) [3][3120/6282] eta: 0:02:55 time: 0.0554 data_time: 0.0071 memory: 677 2022/08/07 15:53:48 - mmengine - INFO - Epoch(val) [3][3140/6282] eta: 0:02:41 time: 0.0515 data_time: 0.0069 memory: 677 2022/08/07 15:53:49 - mmengine - INFO - Epoch(val) [3][3160/6282] eta: 0:02:53 time: 0.0555 data_time: 0.0082 memory: 677 2022/08/07 15:53:50 - mmengine - INFO - Epoch(val) [3][3180/6282] eta: 0:02:47 time: 0.0539 data_time: 0.0062 memory: 677 2022/08/07 15:53:51 - mmengine - INFO - Epoch(val) [3][3200/6282] eta: 0:02:53 time: 0.0562 data_time: 0.0067 memory: 726 2022/08/07 15:53:53 - mmengine - INFO - Epoch(val) [3][3220/6282] eta: 0:04:10 time: 0.0817 data_time: 0.0302 memory: 726 2022/08/07 15:53:54 - mmengine - INFO - Epoch(val) [3][3240/6282] eta: 0:04:13 time: 0.0835 data_time: 0.0074 memory: 726 2022/08/07 15:53:56 - mmengine - INFO - Epoch(val) [3][3260/6282] eta: 0:03:04 time: 0.0610 data_time: 0.0067 memory: 726 2022/08/07 15:53:57 - mmengine - INFO - Epoch(val) [3][3280/6282] eta: 0:03:05 time: 0.0619 data_time: 0.0110 memory: 726 2022/08/07 15:53:58 - mmengine - INFO - Epoch(val) [3][3300/6282] eta: 0:02:59 time: 0.0601 data_time: 0.0073 memory: 726 2022/08/07 15:53:59 - mmengine - INFO - Epoch(val) [3][3320/6282] eta: 0:03:02 time: 0.0617 data_time: 0.0081 memory: 726 2022/08/07 15:54:00 - mmengine - INFO - Epoch(val) [3][3340/6282] eta: 0:02:52 time: 0.0585 data_time: 0.0068 memory: 726 2022/08/07 15:54:02 - mmengine - INFO - Epoch(val) [3][3360/6282] eta: 0:02:56 time: 0.0604 data_time: 0.0084 memory: 726 2022/08/07 15:54:03 - mmengine - INFO - Epoch(val) [3][3380/6282] eta: 0:02:56 time: 0.0609 data_time: 0.0059 memory: 726 2022/08/07 15:54:04 - mmengine - INFO - Epoch(val) [3][3400/6282] eta: 0:03:45 time: 0.0781 data_time: 0.0049 memory: 676 2022/08/07 15:54:05 - mmengine - INFO - Epoch(val) [3][3420/6282] eta: 0:02:22 time: 0.0497 data_time: 0.0047 memory: 676 2022/08/07 15:54:06 - mmengine - INFO - Epoch(val) [3][3440/6282] eta: 0:02:13 time: 0.0469 data_time: 0.0043 memory: 676 2022/08/07 15:54:07 - mmengine - INFO - Epoch(val) [3][3460/6282] eta: 0:02:33 time: 0.0544 data_time: 0.0064 memory: 676 2022/08/07 15:54:09 - mmengine - INFO - Epoch(val) [3][3480/6282] eta: 0:02:26 time: 0.0523 data_time: 0.0059 memory: 676 2022/08/07 15:54:10 - mmengine - INFO - Epoch(val) [3][3500/6282] eta: 0:02:16 time: 0.0489 data_time: 0.0052 memory: 676 2022/08/07 15:54:10 - mmengine - INFO - Epoch(val) [3][3520/6282] eta: 0:02:16 time: 0.0494 data_time: 0.0063 memory: 676 2022/08/07 15:54:11 - mmengine - INFO - Epoch(val) [3][3540/6282] eta: 0:02:16 time: 0.0496 data_time: 0.0055 memory: 676 2022/08/07 15:54:12 - mmengine - INFO - Epoch(val) [3][3560/6282] eta: 0:02:16 time: 0.0501 data_time: 0.0064 memory: 676 2022/08/07 15:54:13 - mmengine - INFO - Epoch(val) [3][3580/6282] eta: 0:02:16 time: 0.0506 data_time: 0.0046 memory: 712 2022/08/07 15:54:15 - mmengine - INFO - Epoch(val) [3][3600/6282] eta: 0:02:33 time: 0.0571 data_time: 0.0079 memory: 712 2022/08/07 15:54:16 - mmengine - INFO - Epoch(val) [3][3620/6282] eta: 0:03:36 time: 0.0815 data_time: 0.0072 memory: 712 2022/08/07 15:54:18 - mmengine - INFO - Epoch(val) [3][3640/6282] eta: 0:02:44 time: 0.0621 data_time: 0.0070 memory: 712 2022/08/07 15:54:19 - mmengine - INFO - Epoch(val) [3][3660/6282] eta: 0:02:20 time: 0.0537 data_time: 0.0051 memory: 712 2022/08/07 15:54:20 - mmengine - INFO - Epoch(val) [3][3680/6282] eta: 0:02:36 time: 0.0601 data_time: 0.0074 memory: 726 2022/08/07 15:54:22 - mmengine - INFO - Epoch(val) [3][3700/6282] eta: 0:03:43 time: 0.0864 data_time: 0.0358 memory: 726 2022/08/07 15:54:23 - mmengine - INFO - Epoch(val) [3][3720/6282] eta: 0:03:40 time: 0.0860 data_time: 0.0365 memory: 726 2022/08/07 15:54:25 - mmengine - INFO - Epoch(val) [3][3740/6282] eta: 0:03:38 time: 0.0861 data_time: 0.0364 memory: 726 2022/08/07 15:54:27 - mmengine - INFO - Epoch(val) [3][3760/6282] eta: 0:04:01 time: 0.0958 data_time: 0.0265 memory: 726 2022/08/07 15:54:28 - mmengine - INFO - Epoch(val) [3][3780/6282] eta: 0:03:03 time: 0.0733 data_time: 0.0163 memory: 726 2022/08/07 15:54:30 - mmengine - INFO - Epoch(val) [3][3800/6282] eta: 0:03:37 time: 0.0874 data_time: 0.0363 memory: 726 2022/08/07 15:54:32 - mmengine - INFO - Epoch(val) [3][3820/6282] eta: 0:03:42 time: 0.0902 data_time: 0.0429 memory: 726 2022/08/07 15:54:34 - mmengine - INFO - Epoch(val) [3][3840/6282] eta: 0:03:33 time: 0.0874 data_time: 0.0379 memory: 726 2022/08/07 15:54:35 - mmengine - INFO - Epoch(val) [3][3860/6282] eta: 0:03:13 time: 0.0798 data_time: 0.0282 memory: 726 2022/08/07 15:54:37 - mmengine - INFO - Epoch(val) [3][3880/6282] eta: 0:03:52 time: 0.0968 data_time: 0.0431 memory: 726 2022/08/07 15:54:39 - mmengine - INFO - Epoch(val) [3][3900/6282] eta: 0:03:35 time: 0.0907 data_time: 0.0176 memory: 726 2022/08/07 15:54:41 - mmengine - INFO - Epoch(val) [3][3920/6282] eta: 0:03:27 time: 0.0878 data_time: 0.0318 memory: 726 2022/08/07 15:54:42 - mmengine - INFO - Epoch(val) [3][3940/6282] eta: 0:03:16 time: 0.0837 data_time: 0.0248 memory: 726 2022/08/07 15:54:44 - mmengine - INFO - Epoch(val) [3][3960/6282] eta: 0:02:39 time: 0.0686 data_time: 0.0165 memory: 726 2022/08/07 15:54:45 - mmengine - INFO - Epoch(val) [3][3980/6282] eta: 0:02:06 time: 0.0548 data_time: 0.0052 memory: 726 2022/08/07 15:54:46 - mmengine - INFO - Epoch(val) [3][4000/6282] eta: 0:01:53 time: 0.0499 data_time: 0.0047 memory: 726 2022/08/07 15:54:47 - mmengine - INFO - Epoch(val) [3][4020/6282] eta: 0:01:55 time: 0.0511 data_time: 0.0049 memory: 726 2022/08/07 15:54:48 - mmengine - INFO - Epoch(val) [3][4040/6282] eta: 0:01:57 time: 0.0526 data_time: 0.0042 memory: 791 2022/08/07 15:54:50 - mmengine - INFO - Epoch(val) [3][4060/6282] eta: 0:02:55 time: 0.0788 data_time: 0.0052 memory: 791 2022/08/07 15:54:51 - mmengine - INFO - Epoch(val) [3][4080/6282] eta: 0:02:09 time: 0.0587 data_time: 0.0055 memory: 791 2022/08/07 15:54:52 - mmengine - INFO - Epoch(val) [3][4100/6282] eta: 0:02:28 time: 0.0683 data_time: 0.0067 memory: 791 2022/08/07 15:54:54 - mmengine - INFO - Epoch(val) [3][4120/6282] eta: 0:02:41 time: 0.0747 data_time: 0.0073 memory: 791 2022/08/07 15:54:55 - mmengine - INFO - Epoch(val) [3][4140/6282] eta: 0:02:22 time: 0.0664 data_time: 0.0071 memory: 791 2022/08/07 15:54:56 - mmengine - INFO - Epoch(val) [3][4160/6282] eta: 0:01:48 time: 0.0510 data_time: 0.0053 memory: 676 2022/08/07 15:54:57 - mmengine - INFO - Epoch(val) [3][4180/6282] eta: 0:01:57 time: 0.0561 data_time: 0.0078 memory: 676 2022/08/07 15:54:58 - mmengine - INFO - Epoch(val) [3][4200/6282] eta: 0:01:56 time: 0.0557 data_time: 0.0069 memory: 676 2022/08/07 15:54:59 - mmengine - INFO - Epoch(val) [3][4220/6282] eta: 0:01:55 time: 0.0561 data_time: 0.0068 memory: 676 2022/08/07 15:55:01 - mmengine - INFO - Epoch(val) [3][4240/6282] eta: 0:01:52 time: 0.0551 data_time: 0.0057 memory: 677 2022/08/07 15:55:02 - mmengine - INFO - Epoch(val) [3][4260/6282] eta: 0:02:53 time: 0.0860 data_time: 0.0056 memory: 677 2022/08/07 15:55:03 - mmengine - INFO - Epoch(val) [3][4280/6282] eta: 0:01:38 time: 0.0492 data_time: 0.0046 memory: 677 2022/08/07 15:55:04 - mmengine - INFO - Epoch(val) [3][4300/6282] eta: 0:01:33 time: 0.0471 data_time: 0.0046 memory: 677 2022/08/07 15:55:05 - mmengine - INFO - Epoch(val) [3][4320/6282] eta: 0:01:30 time: 0.0460 data_time: 0.0047 memory: 677 2022/08/07 15:55:06 - mmengine - INFO - Epoch(val) [3][4340/6282] eta: 0:01:33 time: 0.0481 data_time: 0.0050 memory: 677 2022/08/07 15:55:07 - mmengine - INFO - Epoch(val) [3][4360/6282] eta: 0:01:44 time: 0.0545 data_time: 0.0057 memory: 726 2022/08/07 15:55:08 - mmengine - INFO - Epoch(val) [3][4380/6282] eta: 0:01:50 time: 0.0580 data_time: 0.0067 memory: 726 2022/08/07 15:55:09 - mmengine - INFO - Epoch(val) [3][4400/6282] eta: 0:01:50 time: 0.0585 data_time: 0.0058 memory: 726 2022/08/07 15:55:11 - mmengine - INFO - Epoch(val) [3][4420/6282] eta: 0:01:50 time: 0.0594 data_time: 0.0060 memory: 726 2022/08/07 15:55:12 - mmengine - INFO - Epoch(val) [3][4440/6282] eta: 0:01:49 time: 0.0595 data_time: 0.0063 memory: 733 2022/08/07 15:55:13 - mmengine - INFO - Epoch(val) [3][4460/6282] eta: 0:01:50 time: 0.0607 data_time: 0.0064 memory: 733 2022/08/07 15:55:15 - mmengine - INFO - Epoch(val) [3][4480/6282] eta: 0:02:30 time: 0.0834 data_time: 0.0064 memory: 733 2022/08/07 15:55:16 - mmengine - INFO - Epoch(val) [3][4500/6282] eta: 0:01:53 time: 0.0637 data_time: 0.0063 memory: 733 2022/08/07 15:55:17 - mmengine - INFO - Epoch(val) [3][4520/6282] eta: 0:01:44 time: 0.0592 data_time: 0.0070 memory: 733 2022/08/07 15:55:18 - mmengine - INFO - Epoch(val) [3][4540/6282] eta: 0:01:38 time: 0.0567 data_time: 0.0075 memory: 677 2022/08/07 15:55:19 - mmengine - INFO - Epoch(val) [3][4560/6282] eta: 0:01:32 time: 0.0538 data_time: 0.0065 memory: 677 2022/08/07 15:55:21 - mmengine - INFO - Epoch(val) [3][4580/6282] eta: 0:01:37 time: 0.0571 data_time: 0.0059 memory: 677 2022/08/07 15:55:22 - mmengine - INFO - Epoch(val) [3][4600/6282] eta: 0:01:35 time: 0.0570 data_time: 0.0080 memory: 677 2022/08/07 15:55:23 - mmengine - INFO - Epoch(val) [3][4620/6282] eta: 0:01:28 time: 0.0535 data_time: 0.0064 memory: 677 2022/08/07 15:55:24 - mmengine - INFO - Epoch(val) [3][4640/6282] eta: 0:01:41 time: 0.0621 data_time: 0.0071 memory: 733 2022/08/07 15:55:25 - mmengine - INFO - Epoch(val) [3][4660/6282] eta: 0:01:36 time: 0.0596 data_time: 0.0060 memory: 733 2022/08/07 15:55:26 - mmengine - INFO - Epoch(val) [3][4680/6282] eta: 0:01:31 time: 0.0573 data_time: 0.0060 memory: 733 2022/08/07 15:55:27 - mmengine - INFO - Epoch(val) [3][4700/6282] eta: 0:01:25 time: 0.0542 data_time: 0.0052 memory: 733 2022/08/07 15:55:29 - mmengine - INFO - Epoch(val) [3][4720/6282] eta: 0:01:31 time: 0.0589 data_time: 0.0059 memory: 733 2022/08/07 15:55:30 - mmengine - INFO - Epoch(val) [3][4740/6282] eta: 0:01:22 time: 0.0536 data_time: 0.0071 memory: 698 2022/08/07 15:55:31 - mmengine - INFO - Epoch(val) [3][4760/6282] eta: 0:01:24 time: 0.0556 data_time: 0.0074 memory: 698 2022/08/07 15:55:32 - mmengine - INFO - Epoch(val) [3][4780/6282] eta: 0:01:23 time: 0.0558 data_time: 0.0060 memory: 698 2022/08/07 15:55:33 - mmengine - INFO - Epoch(val) [3][4800/6282] eta: 0:01:26 time: 0.0584 data_time: 0.0071 memory: 698 2022/08/07 15:55:34 - mmengine - INFO - Epoch(val) [3][4820/6282] eta: 0:01:24 time: 0.0577 data_time: 0.0073 memory: 726 2022/08/07 15:55:36 - mmengine - INFO - Epoch(val) [3][4840/6282] eta: 0:01:30 time: 0.0628 data_time: 0.0090 memory: 726 2022/08/07 15:55:37 - mmengine - INFO - Epoch(val) [3][4860/6282] eta: 0:01:28 time: 0.0619 data_time: 0.0078 memory: 726 2022/08/07 15:55:39 - mmengine - INFO - Epoch(val) [3][4880/6282] eta: 0:02:05 time: 0.0895 data_time: 0.0104 memory: 726 2022/08/07 15:55:40 - mmengine - INFO - Epoch(val) [3][4900/6282] eta: 0:01:21 time: 0.0590 data_time: 0.0058 memory: 726 2022/08/07 15:55:41 - mmengine - INFO - Epoch(val) [3][4920/6282] eta: 0:01:15 time: 0.0557 data_time: 0.0056 memory: 726 2022/08/07 15:55:42 - mmengine - INFO - Epoch(val) [3][4940/6282] eta: 0:01:21 time: 0.0607 data_time: 0.0072 memory: 726 2022/08/07 15:55:43 - mmengine - INFO - Epoch(val) [3][4960/6282] eta: 0:01:21 time: 0.0617 data_time: 0.0078 memory: 726 2022/08/07 15:55:45 - mmengine - INFO - Epoch(val) [3][4980/6282] eta: 0:01:22 time: 0.0634 data_time: 0.0075 memory: 726 2022/08/07 15:55:46 - mmengine - INFO - Epoch(val) [3][5000/6282] eta: 0:01:19 time: 0.0617 data_time: 0.0062 memory: 726 2022/08/07 15:55:47 - mmengine - INFO - Epoch(val) [3][5020/6282] eta: 0:01:07 time: 0.0535 data_time: 0.0072 memory: 726 2022/08/07 15:55:48 - mmengine - INFO - Epoch(val) [3][5040/6282] eta: 0:01:15 time: 0.0607 data_time: 0.0058 memory: 677 2022/08/07 15:55:49 - mmengine - INFO - Epoch(val) [3][5060/6282] eta: 0:01:06 time: 0.0543 data_time: 0.0057 memory: 677 2022/08/07 15:55:50 - mmengine - INFO - Epoch(val) [3][5080/6282] eta: 0:01:06 time: 0.0556 data_time: 0.0076 memory: 677 2022/08/07 15:55:51 - mmengine - INFO - Epoch(val) [3][5100/6282] eta: 0:01:01 time: 0.0523 data_time: 0.0048 memory: 677 2022/08/07 15:55:53 - mmengine - INFO - Epoch(val) [3][5120/6282] eta: 0:01:08 time: 0.0589 data_time: 0.0062 memory: 677 2022/08/07 15:55:54 - mmengine - INFO - Epoch(val) [3][5140/6282] eta: 0:01:02 time: 0.0548 data_time: 0.0067 memory: 676 2022/08/07 15:55:55 - mmengine - INFO - Epoch(val) [3][5160/6282] eta: 0:01:01 time: 0.0547 data_time: 0.0064 memory: 676 2022/08/07 15:55:56 - mmengine - INFO - Epoch(val) [3][5180/6282] eta: 0:01:01 time: 0.0562 data_time: 0.0077 memory: 676 2022/08/07 15:55:57 - mmengine - INFO - Epoch(val) [3][5200/6282] eta: 0:00:58 time: 0.0538 data_time: 0.0055 memory: 676 2022/08/07 15:55:58 - mmengine - INFO - Epoch(val) [3][5220/6282] eta: 0:00:58 time: 0.0555 data_time: 0.0078 memory: 676 2022/08/07 15:56:00 - mmengine - INFO - Epoch(val) [3][5240/6282] eta: 0:01:24 time: 0.0807 data_time: 0.0059 memory: 676 2022/08/07 15:56:01 - mmengine - INFO - Epoch(val) [3][5260/6282] eta: 0:00:57 time: 0.0560 data_time: 0.0072 memory: 676 2022/08/07 15:56:02 - mmengine - INFO - Epoch(val) [3][5280/6282] eta: 0:00:58 time: 0.0583 data_time: 0.0065 memory: 676 2022/08/07 15:56:03 - mmengine - INFO - Epoch(val) [3][5300/6282] eta: 0:00:54 time: 0.0555 data_time: 0.0053 memory: 676 2022/08/07 15:56:04 - mmengine - INFO - Epoch(val) [3][5320/6282] eta: 0:00:54 time: 0.0564 data_time: 0.0087 memory: 676 2022/08/07 15:56:05 - mmengine - INFO - Epoch(val) [3][5340/6282] eta: 0:00:52 time: 0.0560 data_time: 0.0064 memory: 676 2022/08/07 15:56:06 - mmengine - INFO - Epoch(val) [3][5360/6282] eta: 0:00:49 time: 0.0539 data_time: 0.0059 memory: 676 2022/08/07 15:56:08 - mmengine - INFO - Epoch(val) [3][5380/6282] eta: 0:00:54 time: 0.0605 data_time: 0.0065 memory: 676 2022/08/07 15:56:09 - mmengine - INFO - Epoch(val) [3][5400/6282] eta: 0:00:51 time: 0.0579 data_time: 0.0081 memory: 676 2022/08/07 15:56:10 - mmengine - INFO - Epoch(val) [3][5420/6282] eta: 0:00:48 time: 0.0567 data_time: 0.0079 memory: 676 2022/08/07 15:56:11 - mmengine - INFO - Epoch(val) [3][5440/6282] eta: 0:00:45 time: 0.0541 data_time: 0.0060 memory: 676 2022/08/07 15:56:12 - mmengine - INFO - Epoch(val) [3][5460/6282] eta: 0:00:47 time: 0.0573 data_time: 0.0068 memory: 676 2022/08/07 15:56:13 - mmengine - INFO - Epoch(val) [3][5480/6282] eta: 0:00:43 time: 0.0539 data_time: 0.0060 memory: 676 2022/08/07 15:56:14 - mmengine - INFO - Epoch(val) [3][5500/6282] eta: 0:00:42 time: 0.0545 data_time: 0.0064 memory: 676 2022/08/07 15:56:16 - mmengine - INFO - Epoch(val) [3][5520/6282] eta: 0:00:44 time: 0.0585 data_time: 0.0064 memory: 691 2022/08/07 15:56:17 - mmengine - INFO - Epoch(val) [3][5540/6282] eta: 0:00:56 time: 0.0766 data_time: 0.0081 memory: 691 2022/08/07 15:56:18 - mmengine - INFO - Epoch(val) [3][5560/6282] eta: 0:00:44 time: 0.0614 data_time: 0.0069 memory: 691 2022/08/07 15:56:20 - mmengine - INFO - Epoch(val) [3][5580/6282] eta: 0:00:41 time: 0.0585 data_time: 0.0079 memory: 691 2022/08/07 15:56:21 - mmengine - INFO - Epoch(val) [3][5600/6282] eta: 0:00:38 time: 0.0568 data_time: 0.0055 memory: 691 2022/08/07 15:56:22 - mmengine - INFO - Epoch(val) [3][5620/6282] eta: 0:00:34 time: 0.0525 data_time: 0.0054 memory: 691 2022/08/07 15:56:23 - mmengine - INFO - Epoch(val) [3][5640/6282] eta: 0:00:32 time: 0.0503 data_time: 0.0043 memory: 676 2022/08/07 15:56:24 - mmengine - INFO - Epoch(val) [3][5660/6282] eta: 0:00:30 time: 0.0486 data_time: 0.0054 memory: 676 2022/08/07 15:56:25 - mmengine - INFO - Epoch(val) [3][5680/6282] eta: 0:00:29 time: 0.0484 data_time: 0.0051 memory: 676 2022/08/07 15:56:26 - mmengine - INFO - Epoch(val) [3][5700/6282] eta: 0:00:28 time: 0.0486 data_time: 0.0042 memory: 676 2022/08/07 15:56:27 - mmengine - INFO - Epoch(val) [3][5720/6282] eta: 0:00:30 time: 0.0541 data_time: 0.0066 memory: 705 2022/08/07 15:56:28 - mmengine - INFO - Epoch(val) [3][5740/6282] eta: 0:00:30 time: 0.0571 data_time: 0.0062 memory: 705 2022/08/07 15:56:29 - mmengine - INFO - Epoch(val) [3][5760/6282] eta: 0:00:39 time: 0.0755 data_time: 0.0064 memory: 705 2022/08/07 15:56:31 - mmengine - INFO - Epoch(val) [3][5780/6282] eta: 0:00:29 time: 0.0584 data_time: 0.0072 memory: 705 2022/08/07 15:56:32 - mmengine - INFO - Epoch(val) [3][5800/6282] eta: 0:00:27 time: 0.0574 data_time: 0.0066 memory: 705 2022/08/07 15:56:33 - mmengine - INFO - Epoch(val) [3][5820/6282] eta: 0:00:26 time: 0.0571 data_time: 0.0057 memory: 705 2022/08/07 15:56:34 - mmengine - INFO - Epoch(val) [3][5840/6282] eta: 0:00:23 time: 0.0532 data_time: 0.0065 memory: 691 2022/08/07 15:56:35 - mmengine - INFO - Epoch(val) [3][5860/6282] eta: 0:00:24 time: 0.0571 data_time: 0.0081 memory: 691 2022/08/07 15:56:36 - mmengine - INFO - Epoch(val) [3][5880/6282] eta: 0:00:22 time: 0.0549 data_time: 0.0065 memory: 691 2022/08/07 15:56:37 - mmengine - INFO - Epoch(val) [3][5900/6282] eta: 0:00:22 time: 0.0584 data_time: 0.0081 memory: 691 2022/08/07 15:56:39 - mmengine - INFO - Epoch(val) [3][5920/6282] eta: 0:00:21 time: 0.0582 data_time: 0.0080 memory: 691 2022/08/07 15:56:40 - mmengine - INFO - Epoch(val) [3][5940/6282] eta: 0:00:17 time: 0.0512 data_time: 0.0058 memory: 676 2022/08/07 15:56:41 - mmengine - INFO - Epoch(val) [3][5960/6282] eta: 0:00:21 time: 0.0673 data_time: 0.0058 memory: 676 2022/08/07 15:56:42 - mmengine - INFO - Epoch(val) [3][5980/6282] eta: 0:00:15 time: 0.0529 data_time: 0.0064 memory: 676 2022/08/07 15:56:43 - mmengine - INFO - Epoch(val) [3][6000/6282] eta: 0:00:18 time: 0.0645 data_time: 0.0084 memory: 726 2022/08/07 15:56:45 - mmengine - INFO - Epoch(val) [3][6020/6282] eta: 0:00:17 time: 0.0655 data_time: 0.0081 memory: 726 2022/08/07 15:56:46 - mmengine - INFO - Epoch(val) [3][6040/6282] eta: 0:00:15 time: 0.0651 data_time: 0.0091 memory: 726 2022/08/07 15:56:47 - mmengine - INFO - Epoch(val) [3][6060/6282] eta: 0:00:13 time: 0.0593 data_time: 0.0076 memory: 726 2022/08/07 15:56:48 - mmengine - INFO - Epoch(val) [3][6080/6282] eta: 0:00:12 time: 0.0620 data_time: 0.0071 memory: 726 2022/08/07 15:56:50 - mmengine - INFO - Epoch(val) [3][6100/6282] eta: 0:00:15 time: 0.0826 data_time: 0.0314 memory: 726 2022/08/07 15:56:52 - mmengine - INFO - Epoch(val) [3][6120/6282] eta: 0:00:12 time: 0.0793 data_time: 0.0284 memory: 726 2022/08/07 15:56:53 - mmengine - INFO - Epoch(val) [3][6140/6282] eta: 0:00:11 time: 0.0776 data_time: 0.0284 memory: 726 2022/08/07 15:56:55 - mmengine - INFO - Epoch(val) [3][6160/6282] eta: 0:00:08 time: 0.0722 data_time: 0.0241 memory: 726 2022/08/07 15:56:56 - mmengine - INFO - Epoch(val) [3][6180/6282] eta: 0:00:06 time: 0.0652 data_time: 0.0173 memory: 726 2022/08/07 15:56:57 - mmengine - INFO - Epoch(val) [3][6200/6282] eta: 0:00:03 time: 0.0477 data_time: 0.0037 memory: 726 2022/08/07 15:56:58 - mmengine - INFO - Epoch(val) [3][6220/6282] eta: 0:00:02 time: 0.0412 data_time: 0.0030 memory: 726 2022/08/07 15:56:59 - mmengine - INFO - Epoch(val) [3][6240/6282] eta: 0:00:01 time: 0.0410 data_time: 0.0028 memory: 726 2022/08/07 15:56:59 - mmengine - INFO - Epoch(val) [3][6260/6282] eta: 0:00:00 time: 0.0401 data_time: 0.0026 memory: 726 2022/08/07 15:57:00 - mmengine - INFO - Epoch(val) [3][6280/6282] eta: 0:00:00 time: 0.0398 data_time: 0.0024 memory: 726 2022/08/07 16:02:03 - mmengine - INFO - Epoch(val) [3][6282/6282] mAP/mAP@0.5IOU: 0.2270 2022/08/07 16:02:04 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_3.pth is removed 2022/08/07 16:02:07 - mmengine - INFO - The best checkpoint with 0.2270 mAP/mAP@0.5IOU at 4 epoch is saved to best_mAP/mAP@0.5IOU_epoch_4.pth. 2022/08/07 16:02:31 - mmengine - INFO - Epoch(train) [4][20/1441] lr: 1.5500e-01 eta: 7:21:36 time: 1.2055 data_time: 0.3960 memory: 18616 grad_norm: 0.1336 recall@thr=0.5: 0.5204 prec@thr=0.5: 0.6741 recall@top3: 0.7463 prec@top3: 0.6667 recall@top5: 0.9037 prec@top5: 0.4978 loss_action_cls: 0.0643 loss: 0.0643 2022/08/07 16:02:48 - mmengine - INFO - Epoch(train) [4][40/1441] lr: 1.5500e-01 eta: 7:20:49 time: 0.8532 data_time: 0.0498 memory: 18616 grad_norm: 0.1258 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.8222 recall@top3: 0.8444 prec@top3: 0.6519 recall@top5: 0.9463 prec@top5: 0.4489 loss_action_cls: 0.0633 loss: 0.0633 2022/08/07 16:03:05 - mmengine - INFO - Epoch(train) [4][60/1441] lr: 1.5500e-01 eta: 7:20:03 time: 0.8660 data_time: 0.0455 memory: 18616 grad_norm: 0.1163 recall@thr=0.5: 0.6517 prec@thr=0.5: 0.6496 recall@top3: 0.7671 prec@top3: 0.5897 recall@top5: 0.9380 prec@top5: 0.4410 loss_action_cls: 0.0639 loss: 0.0639 2022/08/07 16:03:23 - mmengine - INFO - Epoch(train) [4][80/1441] lr: 1.5500e-01 eta: 7:19:16 time: 0.8521 data_time: 0.0415 memory: 18616 grad_norm: 0.1284 recall@thr=0.5: 0.5174 prec@thr=0.5: 0.7986 recall@top3: 0.7066 prec@top3: 0.6667 recall@top5: 0.8837 prec@top5: 0.5083 loss_action_cls: 0.0600 loss: 0.0600 2022/08/07 16:03:39 - mmengine - INFO - Epoch(train) [4][100/1441] lr: 1.5500e-01 eta: 7:18:28 time: 0.8432 data_time: 0.0374 memory: 18616 grad_norm: 0.1295 recall@thr=0.5: 0.6452 prec@thr=0.5: 0.7286 recall@top3: 0.8476 prec@top3: 0.6381 recall@top5: 0.9238 prec@top5: 0.4229 loss_action_cls: 0.0577 loss: 0.0577 2022/08/07 16:03:56 - mmengine - INFO - Epoch(train) [4][120/1441] lr: 1.5500e-01 eta: 7:17:42 time: 0.8485 data_time: 0.0381 memory: 18616 grad_norm: 0.1230 recall@thr=0.5: 0.7660 prec@thr=0.5: 0.8180 recall@top3: 0.8238 prec@top3: 0.7075 recall@top5: 0.9306 prec@top5: 0.4816 loss_action_cls: 0.0558 loss: 0.0558 2022/08/07 16:04:13 - mmengine - INFO - Epoch(train) [4][140/1441] lr: 1.5500e-01 eta: 7:16:54 time: 0.8382 data_time: 0.0317 memory: 18616 grad_norm: 0.1296 recall@thr=0.5: 0.7748 prec@thr=0.5: 0.7793 recall@top3: 0.8243 prec@top3: 0.6036 recall@top5: 0.9099 prec@top5: 0.4054 loss_action_cls: 0.0596 loss: 0.0596 2022/08/07 16:04:31 - mmengine - INFO - Epoch(train) [4][160/1441] lr: 1.5500e-01 eta: 7:16:10 time: 0.8721 data_time: 0.0353 memory: 18616 grad_norm: 0.1278 recall@thr=0.5: 0.5701 prec@thr=0.5: 0.6061 recall@top3: 0.6534 prec@top3: 0.4545 recall@top5: 0.7784 prec@top5: 0.3364 loss_action_cls: 0.0638 loss: 0.0638 2022/08/07 16:04:48 - mmengine - INFO - Epoch(train) [4][180/1441] lr: 1.5500e-01 eta: 7:15:25 time: 0.8547 data_time: 0.0399 memory: 18616 grad_norm: 0.1253 recall@thr=0.5: 0.4894 prec@thr=0.5: 0.7652 recall@top3: 0.7451 prec@top3: 0.6439 recall@top5: 0.8826 prec@top5: 0.4773 loss_action_cls: 0.0623 loss: 0.0623 2022/08/07 16:05:05 - mmengine - INFO - Epoch(train) [4][200/1441] lr: 1.5500e-01 eta: 7:14:41 time: 0.8635 data_time: 0.0328 memory: 18616 grad_norm: 0.1397 recall@thr=0.5: 0.6327 prec@thr=0.5: 0.8173 recall@top3: 0.7817 prec@top3: 0.6987 recall@top5: 0.9240 prec@top5: 0.5077 loss_action_cls: 0.0668 loss: 0.0668 2022/08/07 16:05:22 - mmengine - INFO - Epoch(train) [4][220/1441] lr: 1.5500e-01 eta: 7:13:57 time: 0.8603 data_time: 0.0347 memory: 18616 grad_norm: 0.1217 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.7740 recall@top3: 0.7917 prec@top3: 0.5962 recall@top5: 0.9327 prec@top5: 0.4538 loss_action_cls: 0.0593 loss: 0.0593 2022/08/07 16:05:39 - mmengine - INFO - Epoch(train) [4][240/1441] lr: 1.5500e-01 eta: 7:13:12 time: 0.8593 data_time: 0.0599 memory: 18616 grad_norm: 0.1107 recall@thr=0.5: 0.6446 prec@thr=0.5: 0.7857 recall@top3: 0.7891 prec@top3: 0.6463 recall@top5: 0.9439 prec@top5: 0.4735 loss_action_cls: 0.0568 loss: 0.0568 2022/08/07 16:05:56 - mmengine - INFO - Epoch(train) [4][260/1441] lr: 1.5500e-01 eta: 7:12:26 time: 0.8309 data_time: 0.0328 memory: 18616 grad_norm: 0.1272 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.7726 recall@top3: 0.8222 prec@top3: 0.6815 recall@top5: 0.9500 prec@top5: 0.4844 loss_action_cls: 0.0548 loss: 0.0548 2022/08/07 16:06:13 - mmengine - INFO - Epoch(train) [4][280/1441] lr: 1.5500e-01 eta: 7:11:42 time: 0.8639 data_time: 0.0397 memory: 18616 grad_norm: 0.1284 recall@thr=0.5: 0.7022 prec@thr=0.5: 0.8380 recall@top3: 0.8364 prec@top3: 0.7407 recall@top5: 0.8997 prec@top5: 0.4852 loss_action_cls: 0.0605 loss: 0.0605 2022/08/07 16:06:30 - mmengine - INFO - Epoch(train) [4][300/1441] lr: 1.5500e-01 eta: 7:10:58 time: 0.8451 data_time: 0.0356 memory: 18616 grad_norm: 0.1223 recall@thr=0.5: 0.5773 prec@thr=0.5: 0.7242 recall@top3: 0.6894 prec@top3: 0.6364 recall@top5: 0.9091 prec@top5: 0.5164 loss_action_cls: 0.0671 loss: 0.0671 2022/08/07 16:06:47 - mmengine - INFO - Epoch(train) [4][320/1441] lr: 1.5500e-01 eta: 7:10:11 time: 0.8230 data_time: 0.0346 memory: 18616 grad_norm: 0.1168 recall@thr=0.5: 0.7073 prec@thr=0.5: 0.7650 recall@top3: 0.8397 prec@top3: 0.7009 recall@top5: 0.9637 prec@top5: 0.4923 loss_action_cls: 0.0625 loss: 0.0625 2022/08/07 16:07:04 - mmengine - INFO - Epoch(train) [4][340/1441] lr: 1.5500e-01 eta: 7:09:28 time: 0.8621 data_time: 0.0320 memory: 18616 grad_norm: 0.1213 recall@thr=0.5: 0.6422 prec@thr=0.5: 0.7810 recall@top3: 0.8301 prec@top3: 0.6797 recall@top5: 0.9461 prec@top5: 0.4784 loss_action_cls: 0.0665 loss: 0.0665 2022/08/07 16:07:21 - mmengine - INFO - Epoch(train) [4][360/1441] lr: 1.5500e-01 eta: 7:08:46 time: 0.8661 data_time: 0.0437 memory: 18616 grad_norm: 0.1159 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7642 recall@top3: 0.7889 prec@top3: 0.7469 recall@top5: 0.9352 prec@top5: 0.5481 loss_action_cls: 0.0554 loss: 0.0554 2022/08/07 16:07:38 - mmengine - INFO - Epoch(train) [4][380/1441] lr: 1.5500e-01 eta: 7:08:02 time: 0.8405 data_time: 0.0365 memory: 18616 grad_norm: 0.1199 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7301 recall@top3: 0.8424 prec@top3: 0.6957 recall@top5: 0.9366 prec@top5: 0.4696 loss_action_cls: 0.0575 loss: 0.0575 2022/08/07 16:07:55 - mmengine - INFO - Epoch(train) [4][400/1441] lr: 1.5500e-01 eta: 7:07:21 time: 0.8733 data_time: 0.0344 memory: 18616 grad_norm: 0.1205 recall@thr=0.5: 0.6121 prec@thr=0.5: 0.6061 recall@top3: 0.7409 prec@top3: 0.5212 recall@top5: 0.9045 prec@top5: 0.3964 loss_action_cls: 0.0600 loss: 0.0600 2022/08/07 16:08:13 - mmengine - INFO - Epoch(train) [4][420/1441] lr: 1.5500e-01 eta: 7:06:39 time: 0.8593 data_time: 0.0525 memory: 18616 grad_norm: 0.1246 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.7121 recall@top3: 0.8371 prec@top3: 0.5682 recall@top5: 0.9053 prec@top5: 0.3773 loss_action_cls: 0.0599 loss: 0.0599 2022/08/07 16:08:30 - mmengine - INFO - Epoch(train) [4][440/1441] lr: 1.5500e-01 eta: 7:05:59 time: 0.8800 data_time: 0.0648 memory: 18616 grad_norm: 0.1083 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.7102 recall@top3: 0.8068 prec@top3: 0.7045 recall@top5: 0.9072 prec@top5: 0.4818 loss_action_cls: 0.0622 loss: 0.0622 2022/08/07 16:08:47 - mmengine - INFO - Epoch(train) [4][460/1441] lr: 1.5500e-01 eta: 7:05:15 time: 0.8413 data_time: 0.0346 memory: 18616 grad_norm: 0.1080 recall@thr=0.5: 0.7223 prec@thr=0.5: 0.8395 recall@top3: 0.8350 prec@top3: 0.6814 recall@top5: 0.9289 prec@top5: 0.4765 loss_action_cls: 0.0613 loss: 0.0613 2022/08/07 16:09:06 - mmengine - INFO - Epoch(train) [4][480/1441] lr: 1.5500e-01 eta: 7:04:40 time: 0.9236 data_time: 0.0346 memory: 18616 grad_norm: 0.1327 recall@thr=0.5: 0.6098 prec@thr=0.5: 0.7178 recall@top3: 0.7367 prec@top3: 0.7045 recall@top5: 0.9148 prec@top5: 0.5136 loss_action_cls: 0.0613 loss: 0.0613 2022/08/07 16:09:22 - mmengine - INFO - Epoch(train) [4][500/1441] lr: 1.5500e-01 eta: 7:03:57 time: 0.8431 data_time: 0.0371 memory: 18616 grad_norm: 0.1133 recall@thr=0.5: 0.7051 prec@thr=0.5: 0.7436 recall@top3: 0.7543 prec@top3: 0.5385 recall@top5: 0.8996 prec@top5: 0.3949 loss_action_cls: 0.0593 loss: 0.0593 2022/08/07 16:09:39 - mmengine - INFO - Epoch(train) [4][520/1441] lr: 1.5500e-01 eta: 7:03:15 time: 0.8440 data_time: 0.0312 memory: 18616 grad_norm: 0.1144 recall@thr=0.5: 0.5676 prec@thr=0.5: 0.7117 recall@top3: 0.8018 prec@top3: 0.6126 recall@top5: 0.8964 prec@top5: 0.4054 loss_action_cls: 0.0517 loss: 0.0517 2022/08/07 16:09:56 - mmengine - INFO - Epoch(train) [4][540/1441] lr: 1.5500e-01 eta: 7:02:32 time: 0.8431 data_time: 0.0335 memory: 18616 grad_norm: 0.1143 recall@thr=0.5: 0.6848 prec@thr=0.5: 0.7645 recall@top3: 0.7826 prec@top3: 0.5797 recall@top5: 0.9130 prec@top5: 0.4217 loss_action_cls: 0.0602 loss: 0.0602 2022/08/07 16:10:13 - mmengine - INFO - Epoch(train) [4][560/1441] lr: 1.5500e-01 eta: 7:01:52 time: 0.8614 data_time: 0.0422 memory: 18616 grad_norm: 0.1389 recall@thr=0.5: 0.6840 prec@thr=0.5: 0.7917 recall@top3: 0.7639 prec@top3: 0.5972 recall@top5: 0.9340 prec@top5: 0.4458 loss_action_cls: 0.0632 loss: 0.0632 2022/08/07 16:10:31 - mmengine - INFO - Epoch(train) [4][580/1441] lr: 1.5500e-01 eta: 7:01:13 time: 0.8722 data_time: 0.0357 memory: 18616 grad_norm: 0.1203 recall@thr=0.5: 0.6208 prec@thr=0.5: 0.6417 recall@top3: 0.7563 prec@top3: 0.5333 recall@top5: 0.9187 prec@top5: 0.3900 loss_action_cls: 0.0648 loss: 0.0648 2022/08/07 16:10:48 - mmengine - INFO - Epoch(train) [4][600/1441] lr: 1.5500e-01 eta: 7:00:31 time: 0.8487 data_time: 0.0373 memory: 18616 grad_norm: 0.1150 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.8611 recall@top3: 0.8981 prec@top3: 0.7407 recall@top5: 0.9648 prec@top5: 0.4889 loss_action_cls: 0.0627 loss: 0.0627 2022/08/07 16:11:05 - mmengine - INFO - Epoch(train) [4][620/1441] lr: 1.5500e-01 eta: 6:59:52 time: 0.8672 data_time: 0.0592 memory: 18616 grad_norm: 0.1157 recall@thr=0.5: 0.6838 prec@thr=0.5: 0.6923 recall@top3: 0.7329 prec@top3: 0.6325 recall@top5: 0.8504 prec@top5: 0.4513 loss_action_cls: 0.0552 loss: 0.0552 2022/08/07 16:11:22 - mmengine - INFO - Epoch(train) [4][640/1441] lr: 1.5500e-01 eta: 6:59:10 time: 0.8377 data_time: 0.0332 memory: 18616 grad_norm: 0.1281 recall@thr=0.5: 0.6647 prec@thr=0.5: 0.7798 recall@top3: 0.7659 prec@top3: 0.7937 recall@top5: 0.9131 prec@top5: 0.5857 loss_action_cls: 0.0572 loss: 0.0572 2022/08/07 16:11:39 - mmengine - INFO - Epoch(train) [4][660/1441] lr: 1.5500e-01 eta: 6:58:29 time: 0.8470 data_time: 0.0393 memory: 18616 grad_norm: 0.1205 recall@thr=0.5: 0.6282 prec@thr=0.5: 0.8205 recall@top3: 0.7188 prec@top3: 0.6325 recall@top5: 0.8487 prec@top5: 0.4615 loss_action_cls: 0.0605 loss: 0.0605 2022/08/07 16:11:54 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 16:11:56 - mmengine - INFO - Epoch(train) [4][680/1441] lr: 1.5500e-01 eta: 6:57:50 time: 0.8682 data_time: 0.0342 memory: 18616 grad_norm: 0.1148 recall@thr=0.5: 0.4803 prec@thr=0.5: 0.6272 recall@top3: 0.7281 prec@top3: 0.6140 recall@top5: 0.8640 prec@top5: 0.4368 loss_action_cls: 0.0570 loss: 0.0570 2022/08/07 16:12:15 - mmengine - INFO - Epoch(train) [4][700/1441] lr: 1.5500e-01 eta: 6:57:20 time: 0.9512 data_time: 0.0423 memory: 18616 grad_norm: 0.1109 recall@thr=0.5: 0.7639 prec@thr=0.5: 0.8707 recall@top3: 0.8748 prec@top3: 0.7279 recall@top5: 0.9422 prec@top5: 0.4816 loss_action_cls: 0.0523 loss: 0.0523 2022/08/07 16:12:32 - mmengine - INFO - Epoch(train) [4][720/1441] lr: 1.5500e-01 eta: 6:56:40 time: 0.8584 data_time: 0.0373 memory: 18616 grad_norm: 0.1217 recall@thr=0.5: 0.5766 prec@thr=0.5: 0.6806 recall@top3: 0.6929 prec@top3: 0.6111 recall@top5: 0.9119 prec@top5: 0.4810 loss_action_cls: 0.0558 loss: 0.0558 2022/08/07 16:12:49 - mmengine - INFO - Epoch(train) [4][740/1441] lr: 1.5500e-01 eta: 6:56:01 time: 0.8541 data_time: 0.0359 memory: 18616 grad_norm: 0.1165 recall@thr=0.5: 0.5941 prec@thr=0.5: 0.6989 recall@top3: 0.7339 prec@top3: 0.5914 recall@top5: 0.8925 prec@top5: 0.4516 loss_action_cls: 0.0652 loss: 0.0652 2022/08/07 16:13:06 - mmengine - INFO - Epoch(train) [4][760/1441] lr: 1.5500e-01 eta: 6:55:21 time: 0.8518 data_time: 0.0310 memory: 18616 grad_norm: 0.1111 recall@thr=0.5: 0.7223 prec@thr=0.5: 0.7827 recall@top3: 0.7301 prec@top3: 0.7083 recall@top5: 0.9202 prec@top5: 0.5500 loss_action_cls: 0.0507 loss: 0.0507 2022/08/07 16:13:25 - mmengine - INFO - Epoch(train) [4][780/1441] lr: 1.5500e-01 eta: 6:54:48 time: 0.9229 data_time: 0.0418 memory: 18616 grad_norm: 0.1127 recall@thr=0.5: 0.6301 prec@thr=0.5: 0.6545 recall@top3: 0.7114 prec@top3: 0.5610 recall@top5: 0.8598 prec@top5: 0.4195 loss_action_cls: 0.0541 loss: 0.0541 2022/08/07 16:13:43 - mmengine - INFO - Epoch(train) [4][800/1441] lr: 1.5500e-01 eta: 6:54:12 time: 0.8814 data_time: 0.0399 memory: 18616 grad_norm: 0.1131 recall@thr=0.5: 0.6473 prec@thr=0.5: 0.6860 recall@top3: 0.7791 prec@top3: 0.5349 recall@top5: 0.9632 prec@top5: 0.4000 loss_action_cls: 0.0571 loss: 0.0571 2022/08/07 16:13:59 - mmengine - INFO - Epoch(train) [4][820/1441] lr: 1.5500e-01 eta: 6:53:30 time: 0.8239 data_time: 0.0320 memory: 18616 grad_norm: 0.1084 recall@thr=0.5: 0.7589 prec@thr=0.5: 0.8083 recall@top3: 0.7649 prec@top3: 0.7262 recall@top5: 0.9390 prec@top5: 0.5429 loss_action_cls: 0.0595 loss: 0.0595 2022/08/07 16:14:17 - mmengine - INFO - Epoch(train) [4][840/1441] lr: 1.5500e-01 eta: 6:52:54 time: 0.8802 data_time: 0.0372 memory: 18616 grad_norm: 0.1190 recall@thr=0.5: 0.5433 prec@thr=0.5: 0.8000 recall@top3: 0.7683 prec@top3: 0.6867 recall@top5: 0.8867 prec@top5: 0.4920 loss_action_cls: 0.0606 loss: 0.0606 2022/08/07 16:14:33 - mmengine - INFO - Epoch(train) [4][860/1441] lr: 1.5500e-01 eta: 6:52:14 time: 0.8403 data_time: 0.0420 memory: 18616 grad_norm: 0.1081 recall@thr=0.5: 0.6208 prec@thr=0.5: 0.7000 recall@top3: 0.7008 prec@top3: 0.6083 recall@top5: 0.8354 prec@top5: 0.4450 loss_action_cls: 0.0555 loss: 0.0555 2022/08/07 16:14:51 - mmengine - INFO - Epoch(train) [4][880/1441] lr: 1.5500e-01 eta: 6:51:37 time: 0.8719 data_time: 0.0360 memory: 18616 grad_norm: 0.1049 recall@thr=0.5: 0.6901 prec@thr=0.5: 0.7339 recall@top3: 0.8158 prec@top3: 0.6374 recall@top5: 0.9269 prec@top5: 0.4491 loss_action_cls: 0.0602 loss: 0.0602 2022/08/07 16:15:08 - mmengine - INFO - Epoch(train) [4][900/1441] lr: 1.5500e-01 eta: 6:50:59 time: 0.8553 data_time: 0.0351 memory: 18616 grad_norm: 0.1126 recall@thr=0.5: 0.7276 prec@thr=0.5: 0.7660 recall@top3: 0.7712 prec@top3: 0.7179 recall@top5: 0.8955 prec@top5: 0.5154 loss_action_cls: 0.0537 loss: 0.0537 2022/08/07 16:15:25 - mmengine - INFO - Epoch(train) [4][920/1441] lr: 1.5500e-01 eta: 6:50:21 time: 0.8545 data_time: 0.0323 memory: 18616 grad_norm: 0.1167 recall@thr=0.5: 0.6594 prec@thr=0.5: 0.7906 recall@top3: 0.7855 prec@top3: 0.6239 recall@top5: 0.8791 prec@top5: 0.4359 loss_action_cls: 0.0589 loss: 0.0589 2022/08/07 16:15:43 - mmengine - INFO - Epoch(train) [4][940/1441] lr: 1.5500e-01 eta: 6:49:45 time: 0.8752 data_time: 0.0483 memory: 18616 grad_norm: 0.1173 recall@thr=0.5: 0.5292 prec@thr=0.5: 0.6229 recall@top3: 0.7250 prec@top3: 0.5750 recall@top5: 0.8667 prec@top5: 0.4100 loss_action_cls: 0.0601 loss: 0.0601 2022/08/07 16:15:59 - mmengine - INFO - Epoch(train) [4][960/1441] lr: 1.5500e-01 eta: 6:49:06 time: 0.8414 data_time: 0.0335 memory: 18616 grad_norm: 0.1121 recall@thr=0.5: 0.7009 prec@thr=0.5: 0.7449 recall@top3: 0.7961 prec@top3: 0.7024 recall@top5: 0.8988 prec@top5: 0.4929 loss_action_cls: 0.0632 loss: 0.0632 2022/08/07 16:16:16 - mmengine - INFO - Epoch(train) [4][980/1441] lr: 1.5500e-01 eta: 6:48:27 time: 0.8367 data_time: 0.0375 memory: 18616 grad_norm: 0.1084 recall@thr=0.5: 0.6143 prec@thr=0.5: 0.7143 recall@top3: 0.8524 prec@top3: 0.6095 recall@top5: 0.9190 prec@top5: 0.4000 loss_action_cls: 0.0558 loss: 0.0558 2022/08/07 16:16:34 - mmengine - INFO - Epoch(train) [4][1000/1441] lr: 1.5500e-01 eta: 6:47:52 time: 0.8762 data_time: 0.0378 memory: 18616 grad_norm: 0.1065 recall@thr=0.5: 0.7939 prec@thr=0.5: 0.9035 recall@top3: 0.8947 prec@top3: 0.6404 recall@top5: 0.9934 prec@top5: 0.4474 loss_action_cls: 0.0562 loss: 0.0562 2022/08/07 16:16:50 - mmengine - INFO - Epoch(train) [4][1020/1441] lr: 1.5500e-01 eta: 6:47:12 time: 0.8303 data_time: 0.0516 memory: 18616 grad_norm: 0.1069 recall@thr=0.5: 0.5729 prec@thr=0.5: 0.7708 recall@top3: 0.7917 prec@top3: 0.6597 recall@top5: 0.9479 prec@top5: 0.4792 loss_action_cls: 0.0611 loss: 0.0611 2022/08/07 16:17:07 - mmengine - INFO - Epoch(train) [4][1040/1441] lr: 1.5500e-01 eta: 6:46:36 time: 0.8591 data_time: 0.0347 memory: 18616 grad_norm: 0.1141 recall@thr=0.5: 0.5917 prec@thr=0.5: 0.8068 recall@top3: 0.7917 prec@top3: 0.6970 recall@top5: 0.9087 prec@top5: 0.4909 loss_action_cls: 0.0551 loss: 0.0551 2022/08/07 16:17:25 - mmengine - INFO - Epoch(train) [4][1060/1441] lr: 1.5500e-01 eta: 6:46:01 time: 0.8775 data_time: 0.0323 memory: 18616 grad_norm: 0.1116 recall@thr=0.5: 0.6081 prec@thr=0.5: 0.6591 recall@top3: 0.7303 prec@top3: 0.5657 recall@top5: 0.9384 prec@top5: 0.4424 loss_action_cls: 0.0579 loss: 0.0579 2022/08/07 16:17:43 - mmengine - INFO - Epoch(train) [4][1080/1441] lr: 1.5500e-01 eta: 6:45:26 time: 0.8802 data_time: 0.0407 memory: 18616 grad_norm: 0.1066 recall@thr=0.5: 0.6647 prec@thr=0.5: 0.7718 recall@top3: 0.7917 prec@top3: 0.6190 recall@top5: 0.8968 prec@top5: 0.4333 loss_action_cls: 0.0576 loss: 0.0576 2022/08/07 16:18:00 - mmengine - INFO - Epoch(train) [4][1100/1441] lr: 1.5500e-01 eta: 6:44:49 time: 0.8455 data_time: 0.0345 memory: 18616 grad_norm: 0.1136 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.8024 recall@top3: 0.7884 prec@top3: 0.6803 recall@top5: 0.9595 prec@top5: 0.5020 loss_action_cls: 0.0597 loss: 0.0597 2022/08/07 16:18:17 - mmengine - INFO - Epoch(train) [4][1120/1441] lr: 1.5500e-01 eta: 6:44:13 time: 0.8704 data_time: 0.0366 memory: 18616 grad_norm: 0.1130 recall@thr=0.5: 0.5749 prec@thr=0.5: 0.7740 recall@top3: 0.6992 prec@top3: 0.5706 recall@top5: 0.8573 prec@top5: 0.4407 loss_action_cls: 0.0618 loss: 0.0618 2022/08/07 16:18:34 - mmengine - INFO - Epoch(train) [4][1140/1441] lr: 1.5500e-01 eta: 6:43:38 time: 0.8630 data_time: 0.0349 memory: 18616 grad_norm: 0.1167 recall@thr=0.5: 0.6319 prec@thr=0.5: 0.6574 recall@top3: 0.7662 prec@top3: 0.5926 recall@top5: 0.8981 prec@top5: 0.4167 loss_action_cls: 0.0556 loss: 0.0556 2022/08/07 16:18:54 - mmengine - INFO - Epoch(train) [4][1160/1441] lr: 1.5500e-01 eta: 6:43:11 time: 0.9665 data_time: 0.0465 memory: 18616 grad_norm: 0.1171 recall@thr=0.5: 0.7105 prec@thr=0.5: 0.7417 recall@top3: 0.8202 prec@top3: 0.5702 recall@top5: 0.9123 prec@top5: 0.3895 loss_action_cls: 0.0582 loss: 0.0582 2022/08/07 16:19:23 - mmengine - INFO - Epoch(train) [4][1180/1441] lr: 1.5500e-01 eta: 6:43:27 time: 1.4750 data_time: 0.0375 memory: 18616 grad_norm: 0.1076 recall@thr=0.5: 0.6699 prec@thr=0.5: 0.7745 recall@top3: 0.7484 prec@top3: 0.6863 recall@top5: 0.9052 prec@top5: 0.5098 loss_action_cls: 0.0546 loss: 0.0546 2022/08/07 16:20:04 - mmengine - INFO - Epoch(train) [4][1200/1441] lr: 1.5500e-01 eta: 6:44:34 time: 2.0716 data_time: 0.0376 memory: 18616 grad_norm: 0.1117 recall@thr=0.5: 0.5759 prec@thr=0.5: 0.6926 recall@top3: 0.7185 prec@top3: 0.6593 recall@top5: 0.8481 prec@top5: 0.4800 loss_action_cls: 0.0538 loss: 0.0538 2022/08/07 16:20:48 - mmengine - INFO - Epoch(train) [4][1220/1441] lr: 1.5500e-01 eta: 6:45:48 time: 2.1787 data_time: 0.2665 memory: 18616 grad_norm: 0.1118 recall@thr=0.5: 0.7202 prec@thr=0.5: 0.7991 recall@top3: 0.8140 prec@top3: 0.6964 recall@top5: 0.9196 prec@top5: 0.4643 loss_action_cls: 0.0537 loss: 0.0537 2022/08/07 16:21:06 - mmengine - INFO - Epoch(train) [4][1240/1441] lr: 1.5500e-01 eta: 6:45:14 time: 0.8817 data_time: 0.0343 memory: 18616 grad_norm: 0.1020 recall@thr=0.5: 0.5959 prec@thr=0.5: 0.6384 recall@top3: 0.7909 prec@top3: 0.6478 recall@top5: 0.8884 prec@top5: 0.4377 loss_action_cls: 0.0549 loss: 0.0549 2022/08/07 16:21:22 - mmengine - INFO - Epoch(train) [4][1260/1441] lr: 1.5500e-01 eta: 6:44:36 time: 0.8402 data_time: 0.0385 memory: 18616 grad_norm: 0.1211 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8208 recall@top3: 0.8648 prec@top3: 0.6981 recall@top5: 0.9167 prec@top5: 0.4566 loss_action_cls: 0.0503 loss: 0.0503 2022/08/07 16:21:40 - mmengine - INFO - Epoch(train) [4][1280/1441] lr: 1.5500e-01 eta: 6:43:59 time: 0.8512 data_time: 0.0340 memory: 18616 grad_norm: 0.1183 recall@thr=0.5: 0.5402 prec@thr=0.5: 0.6149 recall@top3: 0.7270 prec@top3: 0.5977 recall@top5: 0.8592 prec@top5: 0.4345 loss_action_cls: 0.0610 loss: 0.0610 2022/08/07 16:22:17 - mmengine - INFO - Epoch(train) [4][1300/1441] lr: 1.5500e-01 eta: 6:44:45 time: 1.8623 data_time: 0.0392 memory: 18616 grad_norm: 0.1151 recall@thr=0.5: 0.7801 prec@thr=0.5: 0.8652 recall@top3: 0.8404 prec@top3: 0.7163 recall@top5: 0.8972 prec@top5: 0.4681 loss_action_cls: 0.0535 loss: 0.0535 2022/08/07 16:23:30 - mmengine - INFO - Epoch(train) [4][1320/1441] lr: 1.5500e-01 eta: 6:47:58 time: 3.6499 data_time: 0.0449 memory: 18616 grad_norm: 0.1111 recall@thr=0.5: 0.7810 prec@thr=0.5: 0.8574 recall@top3: 0.8721 prec@top3: 0.7597 recall@top5: 0.9128 prec@top5: 0.4884 loss_action_cls: 0.0539 loss: 0.0539 2022/08/07 16:23:47 - mmengine - INFO - Epoch(train) [4][1340/1441] lr: 1.5500e-01 eta: 6:47:20 time: 0.8467 data_time: 0.0399 memory: 18616 grad_norm: 0.1065 recall@thr=0.5: 0.6524 prec@thr=0.5: 0.8524 recall@top3: 0.8024 prec@top3: 0.6952 recall@top5: 0.9190 prec@top5: 0.4914 loss_action_cls: 0.0559 loss: 0.0559 2022/08/07 16:24:04 - mmengine - INFO - Epoch(train) [4][1360/1441] lr: 1.5500e-01 eta: 6:46:45 time: 0.8877 data_time: 0.0443 memory: 18616 grad_norm: 0.1098 recall@thr=0.5: 0.5907 prec@thr=0.5: 0.7439 recall@top3: 0.7667 prec@top3: 0.6341 recall@top5: 0.9024 prec@top5: 0.4732 loss_action_cls: 0.0551 loss: 0.0551 2022/08/07 16:24:21 - mmengine - INFO - Epoch(train) [4][1380/1441] lr: 1.5500e-01 eta: 6:46:07 time: 0.8484 data_time: 0.0452 memory: 18616 grad_norm: 0.1038 recall@thr=0.5: 0.6525 prec@thr=0.5: 0.7429 recall@top3: 0.7837 prec@top3: 0.6312 recall@top5: 0.9043 prec@top5: 0.4468 loss_action_cls: 0.0557 loss: 0.0557 2022/08/07 16:24:38 - mmengine - INFO - Epoch(train) [4][1400/1441] lr: 1.5500e-01 eta: 6:45:30 time: 0.8503 data_time: 0.0431 memory: 18616 grad_norm: 0.1219 recall@thr=0.5: 0.6481 prec@thr=0.5: 0.7889 recall@top3: 0.8315 prec@top3: 0.6296 recall@top5: 0.9333 prec@top5: 0.4267 loss_action_cls: 0.0554 loss: 0.0554 2022/08/07 16:24:56 - mmengine - INFO - Epoch(train) [4][1420/1441] lr: 1.5500e-01 eta: 6:44:53 time: 0.8569 data_time: 0.0426 memory: 18616 grad_norm: 0.1086 recall@thr=0.5: 0.6427 prec@thr=0.5: 0.6545 recall@top3: 0.7203 prec@top3: 0.5772 recall@top5: 0.8886 prec@top5: 0.4439 loss_action_cls: 0.0588 loss: 0.0588 2022/08/07 16:25:13 - mmengine - INFO - Epoch(train) [4][1440/1441] lr: 1.5500e-01 eta: 6:44:16 time: 0.8494 data_time: 0.0340 memory: 18616 grad_norm: 0.1199 recall@thr=0.5: 0.5879 prec@thr=0.5: 0.6135 recall@top3: 0.7652 prec@top3: 0.6312 recall@top5: 0.9135 prec@top5: 0.4723 loss_action_cls: 0.0505 loss: 0.0505 2022/08/07 16:25:13 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 16:25:13 - mmengine - INFO - Epoch(train) [4][1441/1441] lr: 1.5500e-01 eta: 6:44:16 time: 0.8308 data_time: 0.0351 memory: 9568 grad_norm: 0.1211 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.8148 recall@top3: 0.8241 prec@top3: 0.7037 recall@top5: 0.9722 prec@top5: 0.5111 loss_action_cls: 0.0504 loss: 0.0504 2022/08/07 16:25:13 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/08/07 16:25:22 - mmengine - INFO - Epoch(val) [4][20/6282] eta: 0:06:48 time: 0.0652 data_time: 0.0202 memory: 663 2022/08/07 16:25:23 - mmengine - INFO - Epoch(val) [4][40/6282] eta: 0:05:36 time: 0.0539 data_time: 0.0064 memory: 663 2022/08/07 16:25:24 - mmengine - INFO - Epoch(val) [4][60/6282] eta: 0:05:09 time: 0.0498 data_time: 0.0052 memory: 663 2022/08/07 16:25:25 - mmengine - INFO - Epoch(val) [4][80/6282] eta: 0:05:11 time: 0.0502 data_time: 0.0048 memory: 663 2022/08/07 16:25:26 - mmengine - INFO - Epoch(val) [4][100/6282] eta: 0:05:20 time: 0.0519 data_time: 0.0077 memory: 663 2022/08/07 16:25:27 - mmengine - INFO - Epoch(val) [4][120/6282] eta: 0:06:33 time: 0.0639 data_time: 0.0078 memory: 726 2022/08/07 16:25:28 - mmengine - INFO - Epoch(val) [4][140/6282] eta: 0:06:14 time: 0.0610 data_time: 0.0071 memory: 726 2022/08/07 16:25:30 - mmengine - INFO - Epoch(val) [4][160/6282] eta: 0:06:43 time: 0.0659 data_time: 0.0095 memory: 726 2022/08/07 16:25:31 - mmengine - INFO - Epoch(val) [4][180/6282] eta: 0:08:29 time: 0.0835 data_time: 0.0063 memory: 726 2022/08/07 16:25:33 - mmengine - INFO - Epoch(val) [4][200/6282] eta: 0:06:05 time: 0.0601 data_time: 0.0066 memory: 726 2022/08/07 16:25:34 - mmengine - INFO - Epoch(val) [4][220/6282] eta: 0:05:11 time: 0.0513 data_time: 0.0043 memory: 676 2022/08/07 16:25:35 - mmengine - INFO - Epoch(val) [4][240/6282] eta: 0:04:35 time: 0.0456 data_time: 0.0061 memory: 676 2022/08/07 16:25:35 - mmengine - INFO - Epoch(val) [4][260/6282] eta: 0:04:49 time: 0.0481 data_time: 0.0047 memory: 676 2022/08/07 16:25:37 - mmengine - INFO - Epoch(val) [4][280/6282] eta: 0:05:10 time: 0.0518 data_time: 0.0081 memory: 676 2022/08/07 16:25:38 - mmengine - INFO - Epoch(val) [4][300/6282] eta: 0:05:45 time: 0.0578 data_time: 0.0102 memory: 726 2022/08/07 16:25:40 - mmengine - INFO - Epoch(val) [4][320/6282] eta: 0:09:08 time: 0.0921 data_time: 0.0373 memory: 726 2022/08/07 16:25:42 - mmengine - INFO - Epoch(val) [4][340/6282] eta: 0:09:51 time: 0.0995 data_time: 0.0442 memory: 726 2022/08/07 16:25:43 - mmengine - INFO - Epoch(val) [4][360/6282] eta: 0:07:47 time: 0.0789 data_time: 0.0220 memory: 726 2022/08/07 16:25:45 - mmengine - INFO - Epoch(val) [4][380/6282] eta: 0:09:04 time: 0.0922 data_time: 0.0344 memory: 726 2022/08/07 16:25:46 - mmengine - INFO - Epoch(val) [4][400/6282] eta: 0:07:12 time: 0.0735 data_time: 0.0204 memory: 726 2022/08/07 16:25:48 - mmengine - INFO - Epoch(val) [4][420/6282] eta: 0:05:19 time: 0.0545 data_time: 0.0078 memory: 677 2022/08/07 16:25:49 - mmengine - INFO - Epoch(val) [4][440/6282] eta: 0:05:26 time: 0.0559 data_time: 0.0061 memory: 677 2022/08/07 16:25:50 - mmengine - INFO - Epoch(val) [4][460/6282] eta: 0:05:23 time: 0.0556 data_time: 0.0060 memory: 677 2022/08/07 16:25:51 - mmengine - INFO - Epoch(val) [4][480/6282] eta: 0:04:54 time: 0.0507 data_time: 0.0052 memory: 677 2022/08/07 16:25:52 - mmengine - INFO - Epoch(val) [4][500/6282] eta: 0:06:57 time: 0.0721 data_time: 0.0053 memory: 677 2022/08/07 16:25:53 - mmengine - INFO - Epoch(val) [4][520/6282] eta: 0:04:37 time: 0.0482 data_time: 0.0050 memory: 676 2022/08/07 16:25:54 - mmengine - INFO - Epoch(val) [4][540/6282] eta: 0:04:41 time: 0.0490 data_time: 0.0049 memory: 676 2022/08/07 16:25:55 - mmengine - INFO - Epoch(val) [4][560/6282] eta: 0:04:44 time: 0.0497 data_time: 0.0049 memory: 676 2022/08/07 16:25:56 - mmengine - INFO - Epoch(val) [4][580/6282] eta: 0:04:41 time: 0.0494 data_time: 0.0053 memory: 676 2022/08/07 16:25:57 - mmengine - INFO - Epoch(val) [4][600/6282] eta: 0:04:12 time: 0.0445 data_time: 0.0057 memory: 676 2022/08/07 16:25:58 - mmengine - INFO - Epoch(val) [4][620/6282] eta: 0:03:47 time: 0.0401 data_time: 0.0034 memory: 676 2022/08/07 16:25:59 - mmengine - INFO - Epoch(val) [4][640/6282] eta: 0:03:54 time: 0.0415 data_time: 0.0035 memory: 670 2022/08/07 16:26:00 - mmengine - INFO - Epoch(val) [4][660/6282] eta: 0:04:02 time: 0.0431 data_time: 0.0041 memory: 670 2022/08/07 16:26:00 - mmengine - INFO - Epoch(val) [4][680/6282] eta: 0:03:46 time: 0.0404 data_time: 0.0037 memory: 670 2022/08/07 16:26:01 - mmengine - INFO - Epoch(val) [4][700/6282] eta: 0:03:47 time: 0.0407 data_time: 0.0040 memory: 670 2022/08/07 16:26:04 - mmengine - INFO - Epoch(val) [4][720/6282] eta: 0:13:55 time: 0.1501 data_time: 0.1049 memory: 726 2022/08/07 16:26:08 - mmengine - INFO - Epoch(val) [4][740/6282] eta: 0:17:28 time: 0.1891 data_time: 0.1428 memory: 726 2022/08/07 16:26:11 - mmengine - INFO - Epoch(val) [4][760/6282] eta: 0:12:50 time: 0.1396 data_time: 0.0929 memory: 726 2022/08/07 16:26:14 - mmengine - INFO - Epoch(val) [4][780/6282] eta: 0:16:45 time: 0.1828 data_time: 0.0983 memory: 726 2022/08/07 16:26:17 - mmengine - INFO - Epoch(val) [4][800/6282] eta: 0:13:00 time: 0.1424 data_time: 0.0899 memory: 726 2022/08/07 16:26:19 - mmengine - INFO - Epoch(val) [4][820/6282] eta: 0:08:08 time: 0.0894 data_time: 0.0380 memory: 726 2022/08/07 16:26:20 - mmengine - INFO - Epoch(val) [4][840/6282] eta: 0:05:12 time: 0.0575 data_time: 0.0083 memory: 676 2022/08/07 16:26:21 - mmengine - INFO - Epoch(val) [4][860/6282] eta: 0:05:09 time: 0.0570 data_time: 0.0051 memory: 676 2022/08/07 16:26:22 - mmengine - INFO - Epoch(val) [4][880/6282] eta: 0:04:43 time: 0.0524 data_time: 0.0055 memory: 676 2022/08/07 16:26:23 - mmengine - INFO - Epoch(val) [4][900/6282] eta: 0:04:31 time: 0.0505 data_time: 0.0061 memory: 676 2022/08/07 16:26:25 - mmengine - INFO - Epoch(val) [4][920/6282] eta: 0:04:42 time: 0.0528 data_time: 0.0073 memory: 676 2022/08/07 16:26:26 - mmengine - INFO - Epoch(val) [4][940/6282] eta: 0:04:45 time: 0.0534 data_time: 0.0058 memory: 663 2022/08/07 16:26:27 - mmengine - INFO - Epoch(val) [4][960/6282] eta: 0:04:34 time: 0.0516 data_time: 0.0043 memory: 663 2022/08/07 16:26:28 - mmengine - INFO - Epoch(val) [4][980/6282] eta: 0:04:36 time: 0.0522 data_time: 0.0055 memory: 663 2022/08/07 16:26:29 - mmengine - INFO - Epoch(val) [4][1000/6282] eta: 0:04:38 time: 0.0527 data_time: 0.0065 memory: 663 2022/08/07 16:26:30 - mmengine - INFO - Epoch(val) [4][1020/6282] eta: 0:04:44 time: 0.0542 data_time: 0.0056 memory: 676 2022/08/07 16:26:32 - mmengine - INFO - Epoch(val) [4][1040/6282] eta: 0:07:48 time: 0.0893 data_time: 0.0068 memory: 676 2022/08/07 16:26:33 - mmengine - INFO - Epoch(val) [4][1060/6282] eta: 0:04:30 time: 0.0519 data_time: 0.0049 memory: 676 2022/08/07 16:26:34 - mmengine - INFO - Epoch(val) [4][1080/6282] eta: 0:04:44 time: 0.0546 data_time: 0.0061 memory: 676 2022/08/07 16:26:35 - mmengine - INFO - Epoch(val) [4][1100/6282] eta: 0:04:52 time: 0.0565 data_time: 0.0070 memory: 676 2022/08/07 16:26:36 - mmengine - INFO - Epoch(val) [4][1120/6282] eta: 0:04:17 time: 0.0499 data_time: 0.0049 memory: 676 2022/08/07 16:26:37 - mmengine - INFO - Epoch(val) [4][1140/6282] eta: 0:03:35 time: 0.0420 data_time: 0.0041 memory: 676 2022/08/07 16:26:38 - mmengine - INFO - Epoch(val) [4][1160/6282] eta: 0:03:54 time: 0.0458 data_time: 0.0059 memory: 676 2022/08/07 16:26:39 - mmengine - INFO - Epoch(val) [4][1180/6282] eta: 0:03:42 time: 0.0435 data_time: 0.0046 memory: 676 2022/08/07 16:26:39 - mmengine - INFO - Epoch(val) [4][1200/6282] eta: 0:03:39 time: 0.0432 data_time: 0.0047 memory: 676 2022/08/07 16:26:40 - mmengine - INFO - Epoch(val) [4][1220/6282] eta: 0:03:28 time: 0.0412 data_time: 0.0048 memory: 676 2022/08/07 16:26:44 - mmengine - INFO - Epoch(val) [4][1240/6282] eta: 0:14:49 time: 0.1764 data_time: 0.1207 memory: 726 2022/08/07 16:26:47 - mmengine - INFO - Epoch(val) [4][1260/6282] eta: 0:11:35 time: 0.1384 data_time: 0.0903 memory: 726 2022/08/07 16:26:50 - mmengine - INFO - Epoch(val) [4][1280/6282] eta: 0:13:50 time: 0.1661 data_time: 0.1195 memory: 726 2022/08/07 16:26:53 - mmengine - INFO - Epoch(val) [4][1300/6282] eta: 0:12:24 time: 0.1494 data_time: 0.0834 memory: 726 2022/08/07 16:26:56 - mmengine - INFO - Epoch(val) [4][1320/6282] eta: 0:13:16 time: 0.1605 data_time: 0.1171 memory: 726 2022/08/07 16:26:59 - mmengine - INFO - Epoch(val) [4][1340/6282] eta: 0:12:22 time: 0.1501 data_time: 0.1044 memory: 726 2022/08/07 16:27:03 - mmengine - INFO - Epoch(val) [4][1360/6282] eta: 0:14:36 time: 0.1780 data_time: 0.1289 memory: 726 2022/08/07 16:27:06 - mmengine - INFO - Epoch(val) [4][1380/6282] eta: 0:11:59 time: 0.1467 data_time: 0.0987 memory: 726 2022/08/07 16:27:09 - mmengine - INFO - Epoch(val) [4][1400/6282] eta: 0:12:05 time: 0.1485 data_time: 0.1031 memory: 726 2022/08/07 16:27:12 - mmengine - INFO - Epoch(val) [4][1420/6282] eta: 0:13:10 time: 0.1627 data_time: 0.0940 memory: 726 2022/08/07 16:27:13 - mmengine - INFO - Epoch(val) [4][1440/6282] eta: 0:05:07 time: 0.0636 data_time: 0.0070 memory: 726 2022/08/07 16:27:14 - mmengine - INFO - Epoch(val) [4][1460/6282] eta: 0:05:00 time: 0.0623 data_time: 0.0078 memory: 726 2022/08/07 16:27:16 - mmengine - INFO - Epoch(val) [4][1480/6282] eta: 0:04:58 time: 0.0622 data_time: 0.0054 memory: 726 2022/08/07 16:27:17 - mmengine - INFO - Epoch(val) [4][1500/6282] eta: 0:05:09 time: 0.0648 data_time: 0.0108 memory: 726 2022/08/07 16:27:18 - mmengine - INFO - Epoch(val) [4][1520/6282] eta: 0:05:15 time: 0.0663 data_time: 0.0083 memory: 798 2022/08/07 16:27:20 - mmengine - INFO - Epoch(val) [4][1540/6282] eta: 0:06:02 time: 0.0765 data_time: 0.0104 memory: 798 2022/08/07 16:27:21 - mmengine - INFO - Epoch(val) [4][1560/6282] eta: 0:05:52 time: 0.0746 data_time: 0.0127 memory: 798 2022/08/07 16:27:23 - mmengine - INFO - Epoch(val) [4][1580/6282] eta: 0:05:41 time: 0.0727 data_time: 0.0092 memory: 798 2022/08/07 16:27:24 - mmengine - INFO - Epoch(val) [4][1600/6282] eta: 0:05:44 time: 0.0735 data_time: 0.0102 memory: 798 2022/08/07 16:27:26 - mmengine - INFO - Epoch(val) [4][1620/6282] eta: 0:05:29 time: 0.0706 data_time: 0.0088 memory: 798 2022/08/07 16:27:27 - mmengine - INFO - Epoch(val) [4][1640/6282] eta: 0:06:34 time: 0.0851 data_time: 0.0073 memory: 726 2022/08/07 16:27:28 - mmengine - INFO - Epoch(val) [4][1660/6282] eta: 0:04:03 time: 0.0526 data_time: 0.0053 memory: 726 2022/08/07 16:27:29 - mmengine - INFO - Epoch(val) [4][1680/6282] eta: 0:04:11 time: 0.0546 data_time: 0.0065 memory: 726 2022/08/07 16:27:31 - mmengine - INFO - Epoch(val) [4][1700/6282] eta: 0:04:09 time: 0.0544 data_time: 0.0055 memory: 726 2022/08/07 16:27:32 - mmengine - INFO - Epoch(val) [4][1720/6282] eta: 0:04:10 time: 0.0548 data_time: 0.0074 memory: 726 2022/08/07 16:27:33 - mmengine - INFO - Epoch(val) [4][1740/6282] eta: 0:04:23 time: 0.0581 data_time: 0.0069 memory: 726 2022/08/07 16:27:34 - mmengine - INFO - Epoch(val) [4][1760/6282] eta: 0:04:26 time: 0.0588 data_time: 0.0048 memory: 726 2022/08/07 16:27:35 - mmengine - INFO - Epoch(val) [4][1780/6282] eta: 0:04:01 time: 0.0536 data_time: 0.0059 memory: 726 2022/08/07 16:27:36 - mmengine - INFO - Epoch(val) [4][1800/6282] eta: 0:03:48 time: 0.0510 data_time: 0.0054 memory: 726 2022/08/07 16:27:37 - mmengine - INFO - Epoch(val) [4][1820/6282] eta: 0:03:43 time: 0.0502 data_time: 0.0042 memory: 726 2022/08/07 16:27:39 - mmengine - INFO - Epoch(val) [4][1840/6282] eta: 0:05:32 time: 0.0749 data_time: 0.0268 memory: 726 2022/08/07 16:27:42 - mmengine - INFO - Epoch(val) [4][1860/6282] eta: 0:13:08 time: 0.1782 data_time: 0.0985 memory: 726 2022/08/07 16:27:45 - mmengine - INFO - Epoch(val) [4][1880/6282] eta: 0:09:53 time: 0.1349 data_time: 0.0857 memory: 726 2022/08/07 16:27:48 - mmengine - INFO - Epoch(val) [4][1900/6282] eta: 0:12:18 time: 0.1685 data_time: 0.1196 memory: 726 2022/08/07 16:27:51 - mmengine - INFO - Epoch(val) [4][1920/6282] eta: 0:09:19 time: 0.1284 data_time: 0.0771 memory: 726 2022/08/07 16:27:53 - mmengine - INFO - Epoch(val) [4][1940/6282] eta: 0:09:24 time: 0.1300 data_time: 0.0789 memory: 726 2022/08/07 16:27:55 - mmengine - INFO - Epoch(val) [4][1960/6282] eta: 0:03:48 time: 0.0529 data_time: 0.0064 memory: 677 2022/08/07 16:27:56 - mmengine - INFO - Epoch(val) [4][1980/6282] eta: 0:03:56 time: 0.0550 data_time: 0.0075 memory: 677 2022/08/07 16:27:57 - mmengine - INFO - Epoch(val) [4][2000/6282] eta: 0:03:41 time: 0.0517 data_time: 0.0066 memory: 677 2022/08/07 16:27:58 - mmengine - INFO - Epoch(val) [4][2020/6282] eta: 0:03:51 time: 0.0544 data_time: 0.0074 memory: 677 2022/08/07 16:27:59 - mmengine - INFO - Epoch(val) [4][2040/6282] eta: 0:03:53 time: 0.0550 data_time: 0.0071 memory: 677 2022/08/07 16:28:00 - mmengine - INFO - Epoch(val) [4][2060/6282] eta: 0:05:16 time: 0.0749 data_time: 0.0049 memory: 677 2022/08/07 16:28:02 - mmengine - INFO - Epoch(val) [4][2080/6282] eta: 0:04:03 time: 0.0580 data_time: 0.0057 memory: 677 2022/08/07 16:28:03 - mmengine - INFO - Epoch(val) [4][2100/6282] eta: 0:03:44 time: 0.0537 data_time: 0.0047 memory: 677 2022/08/07 16:28:04 - mmengine - INFO - Epoch(val) [4][2120/6282] eta: 0:03:42 time: 0.0534 data_time: 0.0071 memory: 677 2022/08/07 16:28:05 - mmengine - INFO - Epoch(val) [4][2140/6282] eta: 0:03:51 time: 0.0558 data_time: 0.0051 memory: 677 2022/08/07 16:28:06 - mmengine - INFO - Epoch(val) [4][2160/6282] eta: 0:03:48 time: 0.0554 data_time: 0.0060 memory: 676 2022/08/07 16:28:07 - mmengine - INFO - Epoch(val) [4][2180/6282] eta: 0:03:39 time: 0.0535 data_time: 0.0062 memory: 676 2022/08/07 16:28:08 - mmengine - INFO - Epoch(val) [4][2200/6282] eta: 0:03:34 time: 0.0525 data_time: 0.0062 memory: 676 2022/08/07 16:28:09 - mmengine - INFO - Epoch(val) [4][2220/6282] eta: 0:03:34 time: 0.0527 data_time: 0.0063 memory: 676 2022/08/07 16:28:10 - mmengine - INFO - Epoch(val) [4][2240/6282] eta: 0:03:40 time: 0.0547 data_time: 0.0079 memory: 676 2022/08/07 16:28:12 - mmengine - INFO - Epoch(val) [4][2260/6282] eta: 0:05:16 time: 0.0787 data_time: 0.0068 memory: 677 2022/08/07 16:28:13 - mmengine - INFO - Epoch(val) [4][2280/6282] eta: 0:03:45 time: 0.0563 data_time: 0.0074 memory: 677 2022/08/07 16:28:14 - mmengine - INFO - Epoch(val) [4][2300/6282] eta: 0:03:38 time: 0.0548 data_time: 0.0071 memory: 677 2022/08/07 16:28:15 - mmengine - INFO - Epoch(val) [4][2320/6282] eta: 0:03:28 time: 0.0527 data_time: 0.0061 memory: 677 2022/08/07 16:28:16 - mmengine - INFO - Epoch(val) [4][2340/6282] eta: 0:03:42 time: 0.0565 data_time: 0.0063 memory: 677 2022/08/07 16:28:17 - mmengine - INFO - Epoch(val) [4][2360/6282] eta: 0:03:47 time: 0.0581 data_time: 0.0054 memory: 676 2022/08/07 16:28:18 - mmengine - INFO - Epoch(val) [4][2380/6282] eta: 0:03:27 time: 0.0532 data_time: 0.0082 memory: 676 2022/08/07 16:28:19 - mmengine - INFO - Epoch(val) [4][2400/6282] eta: 0:03:18 time: 0.0511 data_time: 0.0046 memory: 676 2022/08/07 16:28:20 - mmengine - INFO - Epoch(val) [4][2420/6282] eta: 0:03:10 time: 0.0493 data_time: 0.0065 memory: 676 2022/08/07 16:28:22 - mmengine - INFO - Epoch(val) [4][2440/6282] eta: 0:03:28 time: 0.0543 data_time: 0.0089 memory: 676 2022/08/07 16:28:23 - mmengine - INFO - Epoch(val) [4][2460/6282] eta: 0:05:38 time: 0.0885 data_time: 0.0376 memory: 726 2022/08/07 16:28:25 - mmengine - INFO - Epoch(val) [4][2480/6282] eta: 0:05:47 time: 0.0913 data_time: 0.0397 memory: 726 2022/08/07 16:28:27 - mmengine - INFO - Epoch(val) [4][2500/6282] eta: 0:04:49 time: 0.0767 data_time: 0.0296 memory: 726 2022/08/07 16:28:29 - mmengine - INFO - Epoch(val) [4][2520/6282] eta: 0:06:14 time: 0.0994 data_time: 0.0517 memory: 726 2022/08/07 16:28:31 - mmengine - INFO - Epoch(val) [4][2540/6282] eta: 0:06:11 time: 0.0993 data_time: 0.0527 memory: 726 2022/08/07 16:28:34 - mmengine - INFO - Epoch(val) [4][2560/6282] eta: 0:10:49 time: 0.1746 data_time: 0.1124 memory: 726 2022/08/07 16:28:37 - mmengine - INFO - Epoch(val) [4][2580/6282] eta: 0:07:50 time: 0.1271 data_time: 0.0766 memory: 726 2022/08/07 16:28:40 - mmengine - INFO - Epoch(val) [4][2600/6282] eta: 0:11:20 time: 0.1849 data_time: 0.1355 memory: 726 2022/08/07 16:28:43 - mmengine - INFO - Epoch(val) [4][2620/6282] eta: 0:07:58 time: 0.1306 data_time: 0.0801 memory: 726 2022/08/07 16:28:46 - mmengine - INFO - Epoch(val) [4][2640/6282] eta: 0:09:53 time: 0.1630 data_time: 0.1113 memory: 726 2022/08/07 16:28:48 - mmengine - INFO - Epoch(val) [4][2660/6282] eta: 0:04:10 time: 0.0691 data_time: 0.0062 memory: 791 2022/08/07 16:28:49 - mmengine - INFO - Epoch(val) [4][2680/6282] eta: 0:05:02 time: 0.0841 data_time: 0.0170 memory: 791 2022/08/07 16:28:51 - mmengine - INFO - Epoch(val) [4][2700/6282] eta: 0:04:14 time: 0.0711 data_time: 0.0067 memory: 791 2022/08/07 16:28:52 - mmengine - INFO - Epoch(val) [4][2720/6282] eta: 0:04:23 time: 0.0741 data_time: 0.0089 memory: 791 2022/08/07 16:28:54 - mmengine - INFO - Epoch(val) [4][2740/6282] eta: 0:04:20 time: 0.0735 data_time: 0.0092 memory: 791 2022/08/07 16:28:55 - mmengine - INFO - Epoch(val) [4][2760/6282] eta: 0:03:20 time: 0.0568 data_time: 0.0065 memory: 677 2022/08/07 16:28:56 - mmengine - INFO - Epoch(val) [4][2780/6282] eta: 0:03:13 time: 0.0553 data_time: 0.0069 memory: 677 2022/08/07 16:28:57 - mmengine - INFO - Epoch(val) [4][2800/6282] eta: 0:03:08 time: 0.0542 data_time: 0.0076 memory: 677 2022/08/07 16:28:58 - mmengine - INFO - Epoch(val) [4][2820/6282] eta: 0:02:54 time: 0.0504 data_time: 0.0061 memory: 677 2022/08/07 16:28:59 - mmengine - INFO - Epoch(val) [4][2840/6282] eta: 0:02:49 time: 0.0491 data_time: 0.0060 memory: 677 2022/08/07 16:29:00 - mmengine - INFO - Epoch(val) [4][2860/6282] eta: 0:03:37 time: 0.0635 data_time: 0.0171 memory: 726 2022/08/07 16:29:02 - mmengine - INFO - Epoch(val) [4][2880/6282] eta: 0:05:11 time: 0.0914 data_time: 0.0163 memory: 726 2022/08/07 16:29:03 - mmengine - INFO - Epoch(val) [4][2900/6282] eta: 0:03:21 time: 0.0595 data_time: 0.0070 memory: 726 2022/08/07 16:29:05 - mmengine - INFO - Epoch(val) [4][2920/6282] eta: 0:02:54 time: 0.0520 data_time: 0.0059 memory: 726 2022/08/07 16:29:06 - mmengine - INFO - Epoch(val) [4][2940/6282] eta: 0:02:58 time: 0.0534 data_time: 0.0074 memory: 698 2022/08/07 16:29:07 - mmengine - INFO - Epoch(val) [4][2960/6282] eta: 0:02:55 time: 0.0527 data_time: 0.0069 memory: 698 2022/08/07 16:29:08 - mmengine - INFO - Epoch(val) [4][2980/6282] eta: 0:02:42 time: 0.0493 data_time: 0.0059 memory: 698 2022/08/07 16:29:09 - mmengine - INFO - Epoch(val) [4][3000/6282] eta: 0:02:38 time: 0.0482 data_time: 0.0044 memory: 698 2022/08/07 16:29:10 - mmengine - INFO - Epoch(val) [4][3020/6282] eta: 0:02:51 time: 0.0526 data_time: 0.0048 memory: 726 2022/08/07 16:29:11 - mmengine - INFO - Epoch(val) [4][3040/6282] eta: 0:02:55 time: 0.0542 data_time: 0.0065 memory: 726 2022/08/07 16:29:12 - mmengine - INFO - Epoch(val) [4][3060/6282] eta: 0:03:06 time: 0.0579 data_time: 0.0070 memory: 726 2022/08/07 16:29:13 - mmengine - INFO - Epoch(val) [4][3080/6282] eta: 0:03:18 time: 0.0619 data_time: 0.0081 memory: 726 2022/08/07 16:29:14 - mmengine - INFO - Epoch(val) [4][3100/6282] eta: 0:02:56 time: 0.0554 data_time: 0.0082 memory: 726 2022/08/07 16:29:16 - mmengine - INFO - Epoch(val) [4][3120/6282] eta: 0:03:59 time: 0.0757 data_time: 0.0065 memory: 677 2022/08/07 16:29:17 - mmengine - INFO - Epoch(val) [4][3140/6282] eta: 0:03:19 time: 0.0633 data_time: 0.0080 memory: 677 2022/08/07 16:29:18 - mmengine - INFO - Epoch(val) [4][3160/6282] eta: 0:02:53 time: 0.0556 data_time: 0.0071 memory: 677 2022/08/07 16:29:19 - mmengine - INFO - Epoch(val) [4][3180/6282] eta: 0:02:46 time: 0.0535 data_time: 0.0052 memory: 677 2022/08/07 16:29:21 - mmengine - INFO - Epoch(val) [4][3200/6282] eta: 0:03:13 time: 0.0629 data_time: 0.0120 memory: 726 2022/08/07 16:29:22 - mmengine - INFO - Epoch(val) [4][3220/6282] eta: 0:04:22 time: 0.0858 data_time: 0.0316 memory: 726 2022/08/07 16:29:24 - mmengine - INFO - Epoch(val) [4][3240/6282] eta: 0:04:11 time: 0.0825 data_time: 0.0314 memory: 726 2022/08/07 16:29:26 - mmengine - INFO - Epoch(val) [4][3260/6282] eta: 0:04:18 time: 0.0854 data_time: 0.0318 memory: 726 2022/08/07 16:29:27 - mmengine - INFO - Epoch(val) [4][3280/6282] eta: 0:03:12 time: 0.0643 data_time: 0.0124 memory: 726 2022/08/07 16:29:28 - mmengine - INFO - Epoch(val) [4][3300/6282] eta: 0:02:59 time: 0.0602 data_time: 0.0076 memory: 726 2022/08/07 16:29:29 - mmengine - INFO - Epoch(val) [4][3320/6282] eta: 0:02:49 time: 0.0572 data_time: 0.0058 memory: 726 2022/08/07 16:29:30 - mmengine - INFO - Epoch(val) [4][3340/6282] eta: 0:02:50 time: 0.0581 data_time: 0.0080 memory: 726 2022/08/07 16:29:32 - mmengine - INFO - Epoch(val) [4][3360/6282] eta: 0:04:13 time: 0.0868 data_time: 0.0060 memory: 726 2022/08/07 16:29:33 - mmengine - INFO - Epoch(val) [4][3380/6282] eta: 0:02:45 time: 0.0570 data_time: 0.0063 memory: 726 2022/08/07 16:29:34 - mmengine - INFO - Epoch(val) [4][3400/6282] eta: 0:02:37 time: 0.0548 data_time: 0.0054 memory: 676 2022/08/07 16:29:35 - mmengine - INFO - Epoch(val) [4][3420/6282] eta: 0:02:33 time: 0.0535 data_time: 0.0067 memory: 676 2022/08/07 16:29:36 - mmengine - INFO - Epoch(val) [4][3440/6282] eta: 0:02:22 time: 0.0502 data_time: 0.0046 memory: 676 2022/08/07 16:29:38 - mmengine - INFO - Epoch(val) [4][3460/6282] eta: 0:02:23 time: 0.0508 data_time: 0.0059 memory: 676 2022/08/07 16:29:38 - mmengine - INFO - Epoch(val) [4][3480/6282] eta: 0:02:16 time: 0.0486 data_time: 0.0047 memory: 676 2022/08/07 16:29:39 - mmengine - INFO - Epoch(val) [4][3500/6282] eta: 0:02:12 time: 0.0477 data_time: 0.0045 memory: 676 2022/08/07 16:29:40 - mmengine - INFO - Epoch(val) [4][3520/6282] eta: 0:02:18 time: 0.0500 data_time: 0.0065 memory: 676 2022/08/07 16:29:41 - mmengine - INFO - Epoch(val) [4][3540/6282] eta: 0:02:16 time: 0.0497 data_time: 0.0054 memory: 676 2022/08/07 16:29:42 - mmengine - INFO - Epoch(val) [4][3560/6282] eta: 0:02:14 time: 0.0493 data_time: 0.0062 memory: 676 2022/08/07 16:29:43 - mmengine - INFO - Epoch(val) [4][3580/6282] eta: 0:02:15 time: 0.0501 data_time: 0.0057 memory: 712 2022/08/07 16:29:45 - mmengine - INFO - Epoch(val) [4][3600/6282] eta: 0:02:28 time: 0.0553 data_time: 0.0061 memory: 712 2022/08/07 16:29:46 - mmengine - INFO - Epoch(val) [4][3620/6282] eta: 0:02:27 time: 0.0555 data_time: 0.0064 memory: 712 2022/08/07 16:29:47 - mmengine - INFO - Epoch(val) [4][3640/6282] eta: 0:02:22 time: 0.0538 data_time: 0.0063 memory: 712 2022/08/07 16:29:48 - mmengine - INFO - Epoch(val) [4][3660/6282] eta: 0:02:23 time: 0.0547 data_time: 0.0064 memory: 712 2022/08/07 16:29:49 - mmengine - INFO - Epoch(val) [4][3680/6282] eta: 0:02:40 time: 0.0616 data_time: 0.0132 memory: 726 2022/08/07 16:29:51 - mmengine - INFO - Epoch(val) [4][3700/6282] eta: 0:03:40 time: 0.0853 data_time: 0.0365 memory: 726 2022/08/07 16:29:53 - mmengine - INFO - Epoch(val) [4][3720/6282] eta: 0:03:46 time: 0.0885 data_time: 0.0354 memory: 726 2022/08/07 16:29:54 - mmengine - INFO - Epoch(val) [4][3740/6282] eta: 0:03:39 time: 0.0862 data_time: 0.0363 memory: 726 2022/08/07 16:29:56 - mmengine - INFO - Epoch(val) [4][3760/6282] eta: 0:03:19 time: 0.0789 data_time: 0.0306 memory: 726 2022/08/07 16:29:58 - mmengine - INFO - Epoch(val) [4][3780/6282] eta: 0:04:36 time: 0.1104 data_time: 0.0357 memory: 726 2022/08/07 16:30:00 - mmengine - INFO - Epoch(val) [4][3800/6282] eta: 0:02:50 time: 0.0688 data_time: 0.0133 memory: 726 2022/08/07 16:30:01 - mmengine - INFO - Epoch(val) [4][3820/6282] eta: 0:03:57 time: 0.0964 data_time: 0.0457 memory: 726 2022/08/07 16:30:03 - mmengine - INFO - Epoch(val) [4][3840/6282] eta: 0:03:21 time: 0.0827 data_time: 0.0311 memory: 726 2022/08/07 16:30:05 - mmengine - INFO - Epoch(val) [4][3860/6282] eta: 0:03:32 time: 0.0876 data_time: 0.0320 memory: 726 2022/08/07 16:30:07 - mmengine - INFO - Epoch(val) [4][3880/6282] eta: 0:03:43 time: 0.0932 data_time: 0.0420 memory: 726 2022/08/07 16:30:08 - mmengine - INFO - Epoch(val) [4][3900/6282] eta: 0:03:01 time: 0.0762 data_time: 0.0258 memory: 726 2022/08/07 16:30:10 - mmengine - INFO - Epoch(val) [4][3920/6282] eta: 0:03:25 time: 0.0868 data_time: 0.0356 memory: 726 2022/08/07 16:30:12 - mmengine - INFO - Epoch(val) [4][3940/6282] eta: 0:03:42 time: 0.0948 data_time: 0.0324 memory: 726 2022/08/07 16:30:13 - mmengine - INFO - Epoch(val) [4][3960/6282] eta: 0:02:14 time: 0.0581 data_time: 0.0057 memory: 726 2022/08/07 16:30:14 - mmengine - INFO - Epoch(val) [4][3980/6282] eta: 0:02:19 time: 0.0605 data_time: 0.0076 memory: 726 2022/08/07 16:30:15 - mmengine - INFO - Epoch(val) [4][4000/6282] eta: 0:02:14 time: 0.0588 data_time: 0.0074 memory: 726 2022/08/07 16:30:17 - mmengine - INFO - Epoch(val) [4][4020/6282] eta: 0:02:02 time: 0.0541 data_time: 0.0053 memory: 726 2022/08/07 16:30:18 - mmengine - INFO - Epoch(val) [4][4040/6282] eta: 0:01:53 time: 0.0505 data_time: 0.0046 memory: 791 2022/08/07 16:30:19 - mmengine - INFO - Epoch(val) [4][4060/6282] eta: 0:02:10 time: 0.0588 data_time: 0.0054 memory: 791 2022/08/07 16:30:20 - mmengine - INFO - Epoch(val) [4][4080/6282] eta: 0:02:06 time: 0.0573 data_time: 0.0052 memory: 791 2022/08/07 16:30:21 - mmengine - INFO - Epoch(val) [4][4100/6282] eta: 0:02:08 time: 0.0587 data_time: 0.0060 memory: 791 2022/08/07 16:30:22 - mmengine - INFO - Epoch(val) [4][4120/6282] eta: 0:02:30 time: 0.0696 data_time: 0.0109 memory: 791 2022/08/07 16:30:24 - mmengine - INFO - Epoch(val) [4][4140/6282] eta: 0:02:15 time: 0.0633 data_time: 0.0063 memory: 791 2022/08/07 16:30:25 - mmengine - INFO - Epoch(val) [4][4160/6282] eta: 0:01:52 time: 0.0530 data_time: 0.0089 memory: 676 2022/08/07 16:30:26 - mmengine - INFO - Epoch(val) [4][4180/6282] eta: 0:01:52 time: 0.0537 data_time: 0.0077 memory: 676 2022/08/07 16:30:27 - mmengine - INFO - Epoch(val) [4][4200/6282] eta: 0:01:51 time: 0.0534 data_time: 0.0052 memory: 676 2022/08/07 16:30:28 - mmengine - INFO - Epoch(val) [4][4220/6282] eta: 0:01:48 time: 0.0525 data_time: 0.0063 memory: 676 2022/08/07 16:30:29 - mmengine - INFO - Epoch(val) [4][4240/6282] eta: 0:01:51 time: 0.0544 data_time: 0.0070 memory: 677 2022/08/07 16:30:30 - mmengine - INFO - Epoch(val) [4][4260/6282] eta: 0:01:51 time: 0.0551 data_time: 0.0071 memory: 677 2022/08/07 16:30:31 - mmengine - INFO - Epoch(val) [4][4280/6282] eta: 0:01:54 time: 0.0574 data_time: 0.0078 memory: 677 2022/08/07 16:30:32 - mmengine - INFO - Epoch(val) [4][4300/6282] eta: 0:01:41 time: 0.0514 data_time: 0.0060 memory: 677 2022/08/07 16:30:33 - mmengine - INFO - Epoch(val) [4][4320/6282] eta: 0:01:39 time: 0.0505 data_time: 0.0072 memory: 677 2022/08/07 16:30:34 - mmengine - INFO - Epoch(val) [4][4340/6282] eta: 0:01:37 time: 0.0501 data_time: 0.0055 memory: 677 2022/08/07 16:30:36 - mmengine - INFO - Epoch(val) [4][4360/6282] eta: 0:01:45 time: 0.0547 data_time: 0.0062 memory: 726 2022/08/07 16:30:37 - mmengine - INFO - Epoch(val) [4][4380/6282] eta: 0:01:42 time: 0.0541 data_time: 0.0060 memory: 726 2022/08/07 16:30:38 - mmengine - INFO - Epoch(val) [4][4400/6282] eta: 0:01:45 time: 0.0559 data_time: 0.0052 memory: 726 2022/08/07 16:30:39 - mmengine - INFO - Epoch(val) [4][4420/6282] eta: 0:01:42 time: 0.0551 data_time: 0.0050 memory: 726 2022/08/07 16:30:40 - mmengine - INFO - Epoch(val) [4][4440/6282] eta: 0:01:48 time: 0.0587 data_time: 0.0064 memory: 733 2022/08/07 16:30:41 - mmengine - INFO - Epoch(val) [4][4460/6282] eta: 0:01:47 time: 0.0588 data_time: 0.0064 memory: 733 2022/08/07 16:30:42 - mmengine - INFO - Epoch(val) [4][4480/6282] eta: 0:01:52 time: 0.0624 data_time: 0.0084 memory: 733 2022/08/07 16:30:44 - mmengine - INFO - Epoch(val) [4][4500/6282] eta: 0:01:53 time: 0.0639 data_time: 0.0068 memory: 733 2022/08/07 16:30:45 - mmengine - INFO - Epoch(val) [4][4520/6282] eta: 0:02:28 time: 0.0841 data_time: 0.0079 memory: 733 2022/08/07 16:30:46 - mmengine - INFO - Epoch(val) [4][4540/6282] eta: 0:01:34 time: 0.0540 data_time: 0.0059 memory: 677 2022/08/07 16:30:48 - mmengine - INFO - Epoch(val) [4][4560/6282] eta: 0:01:31 time: 0.0534 data_time: 0.0057 memory: 677 2022/08/07 16:30:49 - mmengine - INFO - Epoch(val) [4][4580/6282] eta: 0:01:31 time: 0.0540 data_time: 0.0062 memory: 677 2022/08/07 16:30:50 - mmengine - INFO - Epoch(val) [4][4600/6282] eta: 0:01:31 time: 0.0545 data_time: 0.0072 memory: 677 2022/08/07 16:30:51 - mmengine - INFO - Epoch(val) [4][4620/6282] eta: 0:01:29 time: 0.0539 data_time: 0.0072 memory: 677 2022/08/07 16:30:52 - mmengine - INFO - Epoch(val) [4][4640/6282] eta: 0:01:46 time: 0.0648 data_time: 0.0084 memory: 733 2022/08/07 16:30:53 - mmengine - INFO - Epoch(val) [4][4660/6282] eta: 0:01:40 time: 0.0620 data_time: 0.0070 memory: 733 2022/08/07 16:30:55 - mmengine - INFO - Epoch(val) [4][4680/6282] eta: 0:01:32 time: 0.0579 data_time: 0.0071 memory: 733 2022/08/07 16:30:56 - mmengine - INFO - Epoch(val) [4][4700/6282] eta: 0:01:29 time: 0.0563 data_time: 0.0059 memory: 733 2022/08/07 16:30:57 - mmengine - INFO - Epoch(val) [4][4720/6282] eta: 0:01:26 time: 0.0554 data_time: 0.0069 memory: 733 2022/08/07 16:30:58 - mmengine - INFO - Epoch(val) [4][4740/6282] eta: 0:01:17 time: 0.0500 data_time: 0.0070 memory: 698 2022/08/07 16:30:59 - mmengine - INFO - Epoch(val) [4][4760/6282] eta: 0:01:19 time: 0.0525 data_time: 0.0070 memory: 698 2022/08/07 16:31:00 - mmengine - INFO - Epoch(val) [4][4780/6282] eta: 0:01:19 time: 0.0526 data_time: 0.0071 memory: 698 2022/08/07 16:31:01 - mmengine - INFO - Epoch(val) [4][4800/6282] eta: 0:01:25 time: 0.0574 data_time: 0.0074 memory: 698 2022/08/07 16:31:03 - mmengine - INFO - Epoch(val) [4][4820/6282] eta: 0:01:59 time: 0.0821 data_time: 0.0069 memory: 726 2022/08/07 16:31:04 - mmengine - INFO - Epoch(val) [4][4840/6282] eta: 0:01:27 time: 0.0606 data_time: 0.0068 memory: 726 2022/08/07 16:31:05 - mmengine - INFO - Epoch(val) [4][4860/6282] eta: 0:01:24 time: 0.0596 data_time: 0.0074 memory: 726 2022/08/07 16:31:06 - mmengine - INFO - Epoch(val) [4][4880/6282] eta: 0:01:24 time: 0.0601 data_time: 0.0058 memory: 726 2022/08/07 16:31:07 - mmengine - INFO - Epoch(val) [4][4900/6282] eta: 0:01:19 time: 0.0575 data_time: 0.0055 memory: 726 2022/08/07 16:31:09 - mmengine - INFO - Epoch(val) [4][4920/6282] eta: 0:01:21 time: 0.0597 data_time: 0.0071 memory: 726 2022/08/07 16:31:10 - mmengine - INFO - Epoch(val) [4][4940/6282] eta: 0:01:18 time: 0.0584 data_time: 0.0061 memory: 726 2022/08/07 16:31:11 - mmengine - INFO - Epoch(val) [4][4960/6282] eta: 0:01:15 time: 0.0572 data_time: 0.0069 memory: 726 2022/08/07 16:31:12 - mmengine - INFO - Epoch(val) [4][4980/6282] eta: 0:01:21 time: 0.0629 data_time: 0.0082 memory: 726 2022/08/07 16:31:13 - mmengine - INFO - Epoch(val) [4][5000/6282] eta: 0:01:15 time: 0.0591 data_time: 0.0050 memory: 726 2022/08/07 16:31:15 - mmengine - INFO - Epoch(val) [4][5020/6282] eta: 0:01:10 time: 0.0560 data_time: 0.0070 memory: 726 2022/08/07 16:31:16 - mmengine - INFO - Epoch(val) [4][5040/6282] eta: 0:01:09 time: 0.0562 data_time: 0.0064 memory: 677 2022/08/07 16:31:17 - mmengine - INFO - Epoch(val) [4][5060/6282] eta: 0:01:32 time: 0.0760 data_time: 0.0057 memory: 677 2022/08/07 16:31:18 - mmengine - INFO - Epoch(val) [4][5080/6282] eta: 0:01:04 time: 0.0540 data_time: 0.0065 memory: 677 2022/08/07 16:31:19 - mmengine - INFO - Epoch(val) [4][5100/6282] eta: 0:01:04 time: 0.0545 data_time: 0.0055 memory: 677 2022/08/07 16:31:21 - mmengine - INFO - Epoch(val) [4][5120/6282] eta: 0:01:02 time: 0.0539 data_time: 0.0077 memory: 677 2022/08/07 16:31:22 - mmengine - INFO - Epoch(val) [4][5140/6282] eta: 0:01:00 time: 0.0532 data_time: 0.0075 memory: 676 2022/08/07 16:31:23 - mmengine - INFO - Epoch(val) [4][5160/6282] eta: 0:01:03 time: 0.0567 data_time: 0.0070 memory: 676 2022/08/07 16:31:24 - mmengine - INFO - Epoch(val) [4][5180/6282] eta: 0:01:01 time: 0.0561 data_time: 0.0045 memory: 676 2022/08/07 16:31:25 - mmengine - INFO - Epoch(val) [4][5200/6282] eta: 0:00:56 time: 0.0518 data_time: 0.0076 memory: 676 2022/08/07 16:31:26 - mmengine - INFO - Epoch(val) [4][5220/6282] eta: 0:00:55 time: 0.0521 data_time: 0.0067 memory: 676 2022/08/07 16:31:27 - mmengine - INFO - Epoch(val) [4][5240/6282] eta: 0:00:58 time: 0.0564 data_time: 0.0068 memory: 676 2022/08/07 16:31:28 - mmengine - INFO - Epoch(val) [4][5260/6282] eta: 0:00:59 time: 0.0587 data_time: 0.0056 memory: 676 2022/08/07 16:31:29 - mmengine - INFO - Epoch(val) [4][5280/6282] eta: 0:00:52 time: 0.0527 data_time: 0.0089 memory: 676 2022/08/07 16:31:30 - mmengine - INFO - Epoch(val) [4][5300/6282] eta: 0:00:56 time: 0.0573 data_time: 0.0063 memory: 676 2022/08/07 16:31:32 - mmengine - INFO - Epoch(val) [4][5320/6282] eta: 0:01:25 time: 0.0885 data_time: 0.0066 memory: 676 2022/08/07 16:31:33 - mmengine - INFO - Epoch(val) [4][5340/6282] eta: 0:00:51 time: 0.0546 data_time: 0.0077 memory: 676 2022/08/07 16:31:34 - mmengine - INFO - Epoch(val) [4][5360/6282] eta: 0:00:48 time: 0.0528 data_time: 0.0056 memory: 676 2022/08/07 16:31:36 - mmengine - INFO - Epoch(val) [4][5380/6282] eta: 0:00:50 time: 0.0555 data_time: 0.0050 memory: 676 2022/08/07 16:31:37 - mmengine - INFO - Epoch(val) [4][5400/6282] eta: 0:00:44 time: 0.0506 data_time: 0.0054 memory: 676 2022/08/07 16:31:38 - mmengine - INFO - Epoch(val) [4][5420/6282] eta: 0:00:49 time: 0.0575 data_time: 0.0056 memory: 676 2022/08/07 16:31:39 - mmengine - INFO - Epoch(val) [4][5440/6282] eta: 0:00:44 time: 0.0531 data_time: 0.0071 memory: 676 2022/08/07 16:31:40 - mmengine - INFO - Epoch(val) [4][5460/6282] eta: 0:00:47 time: 0.0584 data_time: 0.0064 memory: 676 2022/08/07 16:31:41 - mmengine - INFO - Epoch(val) [4][5480/6282] eta: 0:00:43 time: 0.0544 data_time: 0.0061 memory: 676 2022/08/07 16:31:42 - mmengine - INFO - Epoch(val) [4][5500/6282] eta: 0:00:45 time: 0.0584 data_time: 0.0122 memory: 676 2022/08/07 16:31:43 - mmengine - INFO - Epoch(val) [4][5520/6282] eta: 0:00:43 time: 0.0573 data_time: 0.0075 memory: 691 2022/08/07 16:31:45 - mmengine - INFO - Epoch(val) [4][5540/6282] eta: 0:00:40 time: 0.0550 data_time: 0.0058 memory: 691 2022/08/07 16:31:46 - mmengine - INFO - Epoch(val) [4][5560/6282] eta: 0:00:51 time: 0.0716 data_time: 0.0058 memory: 691 2022/08/07 16:31:47 - mmengine - INFO - Epoch(val) [4][5580/6282] eta: 0:00:38 time: 0.0548 data_time: 0.0059 memory: 691 2022/08/07 16:31:48 - mmengine - INFO - Epoch(val) [4][5600/6282] eta: 0:00:40 time: 0.0599 data_time: 0.0087 memory: 691 2022/08/07 16:31:49 - mmengine - INFO - Epoch(val) [4][5620/6282] eta: 0:00:35 time: 0.0536 data_time: 0.0051 memory: 691 2022/08/07 16:31:50 - mmengine - INFO - Epoch(val) [4][5640/6282] eta: 0:00:36 time: 0.0570 data_time: 0.0070 memory: 676 2022/08/07 16:31:52 - mmengine - INFO - Epoch(val) [4][5660/6282] eta: 0:00:37 time: 0.0600 data_time: 0.0058 memory: 676 2022/08/07 16:31:53 - mmengine - INFO - Epoch(val) [4][5680/6282] eta: 0:00:30 time: 0.0514 data_time: 0.0051 memory: 676 2022/08/07 16:31:54 - mmengine - INFO - Epoch(val) [4][5700/6282] eta: 0:00:30 time: 0.0517 data_time: 0.0060 memory: 676 2022/08/07 16:31:55 - mmengine - INFO - Epoch(val) [4][5720/6282] eta: 0:00:27 time: 0.0494 data_time: 0.0048 memory: 705 2022/08/07 16:31:56 - mmengine - INFO - Epoch(val) [4][5740/6282] eta: 0:00:27 time: 0.0509 data_time: 0.0050 memory: 705 2022/08/07 16:31:57 - mmengine - INFO - Epoch(val) [4][5760/6282] eta: 0:00:26 time: 0.0504 data_time: 0.0065 memory: 705 2022/08/07 16:31:58 - mmengine - INFO - Epoch(val) [4][5780/6282] eta: 0:00:28 time: 0.0563 data_time: 0.0061 memory: 705 2022/08/07 16:31:59 - mmengine - INFO - Epoch(val) [4][5800/6282] eta: 0:00:26 time: 0.0554 data_time: 0.0060 memory: 705 2022/08/07 16:32:00 - mmengine - INFO - Epoch(val) [4][5820/6282] eta: 0:00:25 time: 0.0559 data_time: 0.0071 memory: 705 2022/08/07 16:32:01 - mmengine - INFO - Epoch(val) [4][5840/6282] eta: 0:00:28 time: 0.0641 data_time: 0.0050 memory: 691 2022/08/07 16:32:03 - mmengine - INFO - Epoch(val) [4][5860/6282] eta: 0:00:26 time: 0.0618 data_time: 0.0087 memory: 691 2022/08/07 16:32:04 - mmengine - INFO - Epoch(val) [4][5880/6282] eta: 0:00:23 time: 0.0576 data_time: 0.0082 memory: 691 2022/08/07 16:32:05 - mmengine - INFO - Epoch(val) [4][5900/6282] eta: 0:00:21 time: 0.0560 data_time: 0.0058 memory: 691 2022/08/07 16:32:06 - mmengine - INFO - Epoch(val) [4][5920/6282] eta: 0:00:19 time: 0.0549 data_time: 0.0072 memory: 691 2022/08/07 16:32:07 - mmengine - INFO - Epoch(val) [4][5940/6282] eta: 0:00:17 time: 0.0503 data_time: 0.0040 memory: 676 2022/08/07 16:32:08 - mmengine - INFO - Epoch(val) [4][5960/6282] eta: 0:00:16 time: 0.0500 data_time: 0.0048 memory: 676 2022/08/07 16:32:09 - mmengine - INFO - Epoch(val) [4][5980/6282] eta: 0:00:15 time: 0.0526 data_time: 0.0058 memory: 676 2022/08/07 16:32:10 - mmengine - INFO - Epoch(val) [4][6000/6282] eta: 0:00:15 time: 0.0560 data_time: 0.0052 memory: 726 2022/08/07 16:32:12 - mmengine - INFO - Epoch(val) [4][6020/6282] eta: 0:00:23 time: 0.0888 data_time: 0.0071 memory: 726 2022/08/07 16:32:13 - mmengine - INFO - Epoch(val) [4][6040/6282] eta: 0:00:14 time: 0.0610 data_time: 0.0071 memory: 726 2022/08/07 16:32:14 - mmengine - INFO - Epoch(val) [4][6060/6282] eta: 0:00:13 time: 0.0603 data_time: 0.0092 memory: 726 2022/08/07 16:32:16 - mmengine - INFO - Epoch(val) [4][6080/6282] eta: 0:00:11 time: 0.0585 data_time: 0.0065 memory: 726 2022/08/07 16:32:17 - mmengine - INFO - Epoch(val) [4][6100/6282] eta: 0:00:14 time: 0.0806 data_time: 0.0284 memory: 726 2022/08/07 16:32:19 - mmengine - INFO - Epoch(val) [4][6120/6282] eta: 0:00:14 time: 0.0879 data_time: 0.0365 memory: 726 2022/08/07 16:32:21 - mmengine - INFO - Epoch(val) [4][6140/6282] eta: 0:00:11 time: 0.0835 data_time: 0.0342 memory: 726 2022/08/07 16:32:22 - mmengine - INFO - Epoch(val) [4][6160/6282] eta: 0:00:10 time: 0.0841 data_time: 0.0338 memory: 726 2022/08/07 16:32:24 - mmengine - INFO - Epoch(val) [4][6180/6282] eta: 0:00:07 time: 0.0774 data_time: 0.0271 memory: 726 2022/08/07 16:32:25 - mmengine - INFO - Epoch(val) [4][6200/6282] eta: 0:00:04 time: 0.0503 data_time: 0.0041 memory: 726 2022/08/07 16:32:26 - mmengine - INFO - Epoch(val) [4][6220/6282] eta: 0:00:03 time: 0.0516 data_time: 0.0048 memory: 726 2022/08/07 16:32:27 - mmengine - INFO - Epoch(val) [4][6240/6282] eta: 0:00:01 time: 0.0446 data_time: 0.0037 memory: 726 2022/08/07 16:32:28 - mmengine - INFO - Epoch(val) [4][6260/6282] eta: 0:00:00 time: 0.0433 data_time: 0.0033 memory: 726 2022/08/07 16:32:29 - mmengine - INFO - Epoch(val) [4][6280/6282] eta: 0:00:00 time: 0.0412 data_time: 0.0029 memory: 726 2022/08/07 16:37:19 - mmengine - INFO - Epoch(val) [4][6282/6282] mAP/mAP@0.5IOU: 0.2351 2022/08/07 16:37:19 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_4.pth is removed 2022/08/07 16:37:23 - mmengine - INFO - The best checkpoint with 0.2351 mAP/mAP@0.5IOU at 5 epoch is saved to best_mAP/mAP@0.5IOU_epoch_5.pth. 2022/08/07 16:37:46 - mmengine - INFO - Epoch(train) [5][20/1441] lr: 2.0000e-01 eta: 6:43:59 time: 1.1703 data_time: 0.3630 memory: 18616 grad_norm: 0.1095 recall@thr=0.5: 0.7350 prec@thr=0.5: 0.7167 recall@top3: 0.8108 prec@top3: 0.6583 recall@top5: 0.9887 prec@top5: 0.5050 loss_action_cls: 0.0564 loss: 0.0564 2022/08/07 16:38:04 - mmengine - INFO - Epoch(train) [5][40/1441] lr: 2.0000e-01 eta: 6:43:24 time: 0.8751 data_time: 0.0540 memory: 18616 grad_norm: 0.1257 recall@thr=0.5: 0.6951 prec@thr=0.5: 0.8485 recall@top3: 0.8068 prec@top3: 0.6515 recall@top5: 0.9413 prec@top5: 0.4682 loss_action_cls: 0.0499 loss: 0.0499 2022/08/07 16:38:21 - mmengine - INFO - Epoch(train) [5][60/1441] lr: 2.0000e-01 eta: 6:42:50 time: 0.8841 data_time: 0.0876 memory: 18616 grad_norm: 0.1225 recall@thr=0.5: 0.5181 prec@thr=0.5: 0.6341 recall@top3: 0.6449 prec@top3: 0.5145 recall@top5: 0.9149 prec@top5: 0.4522 loss_action_cls: 0.0588 loss: 0.0588 2022/08/07 16:38:39 - mmengine - INFO - Epoch(train) [5][80/1441] lr: 2.0000e-01 eta: 6:42:15 time: 0.8762 data_time: 0.0431 memory: 18616 grad_norm: 0.1124 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.5980 recall@top3: 0.7549 prec@top3: 0.5686 recall@top5: 0.9314 prec@top5: 0.4353 loss_action_cls: 0.0553 loss: 0.0553 2022/08/07 16:39:00 - mmengine - INFO - Epoch(train) [5][100/1441] lr: 2.0000e-01 eta: 6:41:54 time: 1.0546 data_time: 0.2304 memory: 18616 grad_norm: 0.1190 recall@thr=0.5: 0.6233 prec@thr=0.5: 0.7500 recall@top3: 0.8083 prec@top3: 0.6600 recall@top5: 0.9100 prec@top5: 0.4520 loss_action_cls: 0.0511 loss: 0.0511 2022/08/07 16:39:22 - mmengine - INFO - Epoch(train) [5][120/1441] lr: 2.0000e-01 eta: 6:41:38 time: 1.1102 data_time: 0.2749 memory: 18616 grad_norm: 0.1165 recall@thr=0.5: 0.7064 prec@thr=0.5: 0.8390 recall@top3: 0.8826 prec@top3: 0.6364 recall@top5: 0.9470 prec@top5: 0.4227 loss_action_cls: 0.0497 loss: 0.0497 2022/08/07 16:39:44 - mmengine - INFO - Epoch(train) [5][140/1441] lr: 2.0000e-01 eta: 6:41:20 time: 1.0947 data_time: 0.0347 memory: 18616 grad_norm: 0.1201 recall@thr=0.5: 0.6681 prec@thr=0.5: 0.7004 recall@top3: 0.8230 prec@top3: 0.6383 recall@top5: 0.9415 prec@top5: 0.4511 loss_action_cls: 0.0558 loss: 0.0558 2022/08/07 16:40:09 - mmengine - INFO - Epoch(train) [5][160/1441] lr: 2.0000e-01 eta: 6:41:13 time: 1.2352 data_time: 0.0465 memory: 18616 grad_norm: 0.1129 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.6759 recall@top3: 0.6944 prec@top3: 0.5463 recall@top5: 0.9120 prec@top5: 0.4278 loss_action_cls: 0.0543 loss: 0.0543 2022/08/07 16:40:30 - mmengine - INFO - Epoch(train) [5][180/1441] lr: 2.0000e-01 eta: 6:40:54 time: 1.0677 data_time: 0.0509 memory: 18616 grad_norm: 0.1095 recall@thr=0.5: 0.5131 prec@thr=0.5: 0.5621 recall@top3: 0.6830 prec@top3: 0.5163 recall@top5: 0.7941 prec@top5: 0.3765 loss_action_cls: 0.0593 loss: 0.0593 2022/08/07 16:41:02 - mmengine - INFO - Epoch(train) [5][200/1441] lr: 2.0000e-01 eta: 6:41:13 time: 1.5776 data_time: 0.0379 memory: 18616 grad_norm: 0.1150 recall@thr=0.5: 0.6276 prec@thr=0.5: 0.7449 recall@top3: 0.7602 prec@top3: 0.6871 recall@top5: 0.8963 prec@top5: 0.4898 loss_action_cls: 0.0506 loss: 0.0506 2022/08/07 16:41:25 - mmengine - INFO - Epoch(train) [5][220/1441] lr: 2.0000e-01 eta: 6:41:01 time: 1.1755 data_time: 0.0403 memory: 18616 grad_norm: 0.1307 recall@thr=0.5: 0.5759 prec@thr=0.5: 0.8170 recall@top3: 0.7515 prec@top3: 0.6845 recall@top5: 0.9137 prec@top5: 0.4964 loss_action_cls: 0.0516 loss: 0.0516 2022/08/07 16:41:51 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 16:41:54 - mmengine - INFO - Epoch(train) [5][240/1441] lr: 2.0000e-01 eta: 6:41:11 time: 1.4612 data_time: 0.0514 memory: 18616 grad_norm: 0.1320 recall@thr=0.5: 0.4893 prec@thr=0.5: 0.6239 recall@top3: 0.7030 prec@top3: 0.5726 recall@top5: 0.8718 prec@top5: 0.4308 loss_action_cls: 0.0535 loss: 0.0535 2022/08/07 16:42:17 - mmengine - INFO - Epoch(train) [5][260/1441] lr: 2.0000e-01 eta: 6:40:56 time: 1.1347 data_time: 0.0413 memory: 18616 grad_norm: 0.1234 recall@thr=0.5: 0.5993 prec@thr=0.5: 0.6915 recall@top3: 0.7163 prec@top3: 0.5532 recall@top5: 0.8121 prec@top5: 0.3915 loss_action_cls: 0.0541 loss: 0.0541 2022/08/07 16:42:45 - mmengine - INFO - Epoch(train) [5][280/1441] lr: 2.0000e-01 eta: 6:41:00 time: 1.3903 data_time: 0.0450 memory: 18616 grad_norm: 0.1087 recall@thr=0.5: 0.5517 prec@thr=0.5: 0.7265 recall@top3: 0.7038 prec@top3: 0.6581 recall@top5: 0.8124 prec@top5: 0.4667 loss_action_cls: 0.0515 loss: 0.0515 2022/08/07 16:43:08 - mmengine - INFO - Epoch(train) [5][300/1441] lr: 2.0000e-01 eta: 6:40:45 time: 1.1393 data_time: 0.0411 memory: 18616 grad_norm: 0.1086 recall@thr=0.5: 0.7664 prec@thr=0.5: 0.7939 recall@top3: 0.7982 prec@top3: 0.6970 recall@top5: 0.9715 prec@top5: 0.5236 loss_action_cls: 0.0564 loss: 0.0564 2022/08/07 16:43:25 - mmengine - INFO - Epoch(train) [5][320/1441] lr: 2.0000e-01 eta: 6:40:12 time: 0.8886 data_time: 0.0578 memory: 18616 grad_norm: 0.1135 recall@thr=0.5: 0.6408 prec@thr=0.5: 0.7672 recall@top3: 0.7701 prec@top3: 0.6379 recall@top5: 0.9497 prec@top5: 0.4621 loss_action_cls: 0.0533 loss: 0.0533 2022/08/07 16:43:45 - mmengine - INFO - Epoch(train) [5][340/1441] lr: 2.0000e-01 eta: 6:39:46 time: 0.9984 data_time: 0.0445 memory: 18616 grad_norm: 0.1119 recall@thr=0.5: 0.5605 prec@thr=0.5: 0.6957 recall@top3: 0.7406 prec@top3: 0.5797 recall@top5: 0.9141 prec@top5: 0.4696 loss_action_cls: 0.0506 loss: 0.0506 2022/08/07 16:44:04 - mmengine - INFO - Epoch(train) [5][360/1441] lr: 2.0000e-01 eta: 6:39:15 time: 0.9153 data_time: 0.0505 memory: 18616 grad_norm: 0.1050 recall@thr=0.5: 0.5163 prec@thr=0.5: 0.7790 recall@top3: 0.7899 prec@top3: 0.7246 recall@top5: 0.9112 prec@top5: 0.5043 loss_action_cls: 0.0482 loss: 0.0482 2022/08/07 16:44:22 - mmengine - INFO - Epoch(train) [5][380/1441] lr: 2.0000e-01 eta: 6:38:42 time: 0.9019 data_time: 0.0396 memory: 18616 grad_norm: 0.1024 recall@thr=0.5: 0.6918 prec@thr=0.5: 0.7233 recall@top3: 0.8050 prec@top3: 0.5849 recall@top5: 0.9277 prec@top5: 0.4113 loss_action_cls: 0.0551 loss: 0.0551 2022/08/07 16:44:40 - mmengine - INFO - Epoch(train) [5][400/1441] lr: 2.0000e-01 eta: 6:38:13 time: 0.9402 data_time: 0.0419 memory: 18616 grad_norm: 0.1179 recall@thr=0.5: 0.5395 prec@thr=0.5: 0.6975 recall@top3: 0.7170 prec@top3: 0.6304 recall@top5: 0.8870 prec@top5: 0.4739 loss_action_cls: 0.0537 loss: 0.0537 2022/08/07 16:44:59 - mmengine - INFO - Epoch(train) [5][420/1441] lr: 2.0000e-01 eta: 6:37:41 time: 0.9152 data_time: 0.0373 memory: 18616 grad_norm: 0.1198 recall@thr=0.5: 0.7033 prec@thr=0.5: 0.7317 recall@top3: 0.8618 prec@top3: 0.6504 recall@top5: 0.9309 prec@top5: 0.4341 loss_action_cls: 0.0541 loss: 0.0541 2022/08/07 16:45:16 - mmengine - INFO - Epoch(train) [5][440/1441] lr: 2.0000e-01 eta: 6:37:07 time: 0.8762 data_time: 0.0405 memory: 18616 grad_norm: 0.1158 recall@thr=0.5: 0.7245 prec@thr=0.5: 0.7846 recall@top3: 0.8211 prec@top3: 0.6541 recall@top5: 0.9333 prec@top5: 0.4566 loss_action_cls: 0.0550 loss: 0.0550 2022/08/07 16:45:33 - mmengine - INFO - Epoch(train) [5][460/1441] lr: 2.0000e-01 eta: 6:36:31 time: 0.8473 data_time: 0.0372 memory: 18616 grad_norm: 0.1316 recall@thr=0.5: 0.6438 prec@thr=0.5: 0.8125 recall@top3: 0.7750 prec@top3: 0.6583 recall@top5: 0.9375 prec@top5: 0.4900 loss_action_cls: 0.0528 loss: 0.0528 2022/08/07 16:45:50 - mmengine - INFO - Epoch(train) [5][480/1441] lr: 2.0000e-01 eta: 6:35:56 time: 0.8591 data_time: 0.0342 memory: 18616 grad_norm: 0.1204 recall@thr=0.5: 0.6247 prec@thr=0.5: 0.8005 recall@top3: 0.8091 prec@top3: 0.7323 recall@top5: 0.9250 prec@top5: 0.5182 loss_action_cls: 0.0501 loss: 0.0501 2022/08/07 16:46:08 - mmengine - INFO - Epoch(train) [5][500/1441] lr: 2.0000e-01 eta: 6:35:21 time: 0.8556 data_time: 0.0405 memory: 18616 grad_norm: 0.1112 recall@thr=0.5: 0.6194 prec@thr=0.5: 0.6577 recall@top3: 0.7162 prec@top3: 0.5586 recall@top5: 0.8694 prec@top5: 0.4162 loss_action_cls: 0.0545 loss: 0.0545 2022/08/07 16:46:25 - mmengine - INFO - Epoch(train) [5][520/1441] lr: 2.0000e-01 eta: 6:34:46 time: 0.8621 data_time: 0.0366 memory: 18616 grad_norm: 0.1066 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.8185 recall@top3: 0.8093 prec@top3: 0.6667 recall@top5: 0.9222 prec@top5: 0.4489 loss_action_cls: 0.0538 loss: 0.0538 2022/08/07 16:46:42 - mmengine - INFO - Epoch(train) [5][540/1441] lr: 2.0000e-01 eta: 6:34:12 time: 0.8706 data_time: 0.0359 memory: 18616 grad_norm: 0.1079 recall@thr=0.5: 0.6951 prec@thr=0.5: 0.7936 recall@top3: 0.7973 prec@top3: 0.6136 recall@top5: 0.9545 prec@top5: 0.4591 loss_action_cls: 0.0562 loss: 0.0562 2022/08/07 16:47:00 - mmengine - INFO - Epoch(train) [5][560/1441] lr: 2.0000e-01 eta: 6:33:39 time: 0.8763 data_time: 0.0453 memory: 18616 grad_norm: 0.1106 recall@thr=0.5: 0.6844 prec@thr=0.5: 0.7943 recall@top3: 0.8121 prec@top3: 0.6596 recall@top5: 0.8936 prec@top5: 0.4383 loss_action_cls: 0.0454 loss: 0.0454 2022/08/07 16:47:17 - mmengine - INFO - Epoch(train) [5][580/1441] lr: 2.0000e-01 eta: 6:33:04 time: 0.8547 data_time: 0.0477 memory: 18616 grad_norm: 0.1101 recall@thr=0.5: 0.6197 prec@thr=0.5: 0.7273 recall@top3: 0.7318 prec@top3: 0.5682 recall@top5: 0.9451 prec@top5: 0.4591 loss_action_cls: 0.0515 loss: 0.0515 2022/08/07 16:47:34 - mmengine - INFO - Epoch(train) [5][600/1441] lr: 2.0000e-01 eta: 6:32:29 time: 0.8511 data_time: 0.0356 memory: 18616 grad_norm: 0.1043 recall@thr=0.5: 0.7337 prec@thr=0.5: 0.8211 recall@top3: 0.8374 prec@top3: 0.6341 recall@top5: 0.9431 prec@top5: 0.4341 loss_action_cls: 0.0532 loss: 0.0532 2022/08/07 16:47:51 - mmengine - INFO - Epoch(train) [5][620/1441] lr: 2.0000e-01 eta: 6:31:54 time: 0.8501 data_time: 0.0360 memory: 18616 grad_norm: 0.1073 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8185 recall@top3: 0.8537 prec@top3: 0.6593 recall@top5: 0.9500 prec@top5: 0.4489 loss_action_cls: 0.0500 loss: 0.0500 2022/08/07 16:48:09 - mmengine - INFO - Epoch(train) [5][640/1441] lr: 2.0000e-01 eta: 6:31:22 time: 0.8919 data_time: 0.0453 memory: 18616 grad_norm: 0.1070 recall@thr=0.5: 0.6757 prec@thr=0.5: 0.7770 recall@top3: 0.8423 prec@top3: 0.6577 recall@top5: 0.9459 prec@top5: 0.4541 loss_action_cls: 0.0508 loss: 0.0508 2022/08/07 16:48:28 - mmengine - INFO - Epoch(train) [5][660/1441] lr: 2.0000e-01 eta: 6:30:57 time: 0.9884 data_time: 0.0401 memory: 18616 grad_norm: 0.1035 recall@thr=0.5: 0.8171 prec@thr=0.5: 0.8293 recall@top3: 0.8455 prec@top3: 0.6585 recall@top5: 0.8984 prec@top5: 0.4341 loss_action_cls: 0.0501 loss: 0.0501 2022/08/07 16:48:47 - mmengine - INFO - Epoch(train) [5][680/1441] lr: 2.0000e-01 eta: 6:30:26 time: 0.9016 data_time: 0.0412 memory: 18616 grad_norm: 0.1078 recall@thr=0.5: 0.7935 prec@thr=0.5: 0.8395 recall@top3: 0.8261 prec@top3: 0.7754 recall@top5: 0.9565 prec@top5: 0.5522 loss_action_cls: 0.0520 loss: 0.0520 2022/08/07 16:49:04 - mmengine - INFO - Epoch(train) [5][700/1441] lr: 2.0000e-01 eta: 6:29:52 time: 0.8618 data_time: 0.0381 memory: 18616 grad_norm: 0.1063 recall@thr=0.5: 0.6057 prec@thr=0.5: 0.6992 recall@top3: 0.7114 prec@top3: 0.5447 recall@top5: 0.9085 prec@top5: 0.4146 loss_action_cls: 0.0518 loss: 0.0518 2022/08/07 16:49:21 - mmengine - INFO - Epoch(train) [5][720/1441] lr: 2.0000e-01 eta: 6:29:20 time: 0.8862 data_time: 0.0427 memory: 18616 grad_norm: 0.1052 recall@thr=0.5: 0.6561 prec@thr=0.5: 0.7591 recall@top3: 0.8121 prec@top3: 0.7091 recall@top5: 0.9227 prec@top5: 0.4909 loss_action_cls: 0.0483 loss: 0.0483 2022/08/07 16:49:39 - mmengine - INFO - Epoch(train) [5][740/1441] lr: 2.0000e-01 eta: 6:28:48 time: 0.8766 data_time: 0.0377 memory: 18616 grad_norm: 0.1007 recall@thr=0.5: 0.6793 prec@thr=0.5: 0.8569 recall@top3: 0.8442 prec@top3: 0.7246 recall@top5: 0.9384 prec@top5: 0.4913 loss_action_cls: 0.0500 loss: 0.0500 2022/08/07 16:49:57 - mmengine - INFO - Epoch(train) [5][760/1441] lr: 2.0000e-01 eta: 6:28:16 time: 0.8849 data_time: 0.0388 memory: 18616 grad_norm: 0.1110 recall@thr=0.5: 0.7670 prec@thr=0.5: 0.8656 recall@top3: 0.8997 prec@top3: 0.7483 recall@top5: 0.9575 prec@top5: 0.4898 loss_action_cls: 0.0491 loss: 0.0491 2022/08/07 16:50:13 - mmengine - INFO - Epoch(train) [5][780/1441] lr: 2.0000e-01 eta: 6:27:41 time: 0.8324 data_time: 0.0322 memory: 18616 grad_norm: 0.1134 recall@thr=0.5: 0.5851 prec@thr=0.5: 0.7428 recall@top3: 0.7953 prec@top3: 0.6594 recall@top5: 0.9583 prec@top5: 0.4609 loss_action_cls: 0.0542 loss: 0.0542 2022/08/07 16:50:31 - mmengine - INFO - Epoch(train) [5][800/1441] lr: 2.0000e-01 eta: 6:27:10 time: 0.8964 data_time: 0.0385 memory: 18616 grad_norm: 0.1010 recall@thr=0.5: 0.6052 prec@thr=0.5: 0.6548 recall@top3: 0.7440 prec@top3: 0.5635 recall@top5: 0.8631 prec@top5: 0.3905 loss_action_cls: 0.0529 loss: 0.0529 2022/08/07 16:50:48 - mmengine - INFO - Epoch(train) [5][820/1441] lr: 2.0000e-01 eta: 6:26:36 time: 0.8546 data_time: 0.0396 memory: 18616 grad_norm: 0.1002 recall@thr=0.5: 0.8188 prec@thr=0.5: 0.8167 recall@top3: 0.8562 prec@top3: 0.5833 recall@top5: 0.9604 prec@top5: 0.4000 loss_action_cls: 0.0477 loss: 0.0477 2022/08/07 16:51:06 - mmengine - INFO - Epoch(train) [5][840/1441] lr: 2.0000e-01 eta: 6:26:03 time: 0.8647 data_time: 0.0396 memory: 18616 grad_norm: 0.1212 recall@thr=0.5: 0.6218 prec@thr=0.5: 0.5769 recall@top3: 0.6517 prec@top3: 0.4701 recall@top5: 0.8291 prec@top5: 0.3538 loss_action_cls: 0.0536 loss: 0.0536 2022/08/07 16:51:22 - mmengine - INFO - Epoch(train) [5][860/1441] lr: 2.0000e-01 eta: 6:25:28 time: 0.8300 data_time: 0.0417 memory: 18616 grad_norm: 0.1109 recall@thr=0.5: 0.6732 prec@thr=0.5: 0.7500 recall@top3: 0.7638 prec@top3: 0.5285 recall@top5: 0.8833 prec@top5: 0.3756 loss_action_cls: 0.0518 loss: 0.0518 2022/08/07 16:51:39 - mmengine - INFO - Epoch(train) [5][880/1441] lr: 2.0000e-01 eta: 6:24:55 time: 0.8556 data_time: 0.0324 memory: 18616 grad_norm: 0.1228 recall@thr=0.5: 0.7118 prec@thr=0.5: 0.6875 recall@top3: 0.8021 prec@top3: 0.5139 recall@top5: 0.9583 prec@top5: 0.3792 loss_action_cls: 0.0493 loss: 0.0493 2022/08/07 16:51:56 - mmengine - INFO - Epoch(train) [5][900/1441] lr: 2.0000e-01 eta: 6:24:21 time: 0.8432 data_time: 0.0357 memory: 18616 grad_norm: 0.0989 recall@thr=0.5: 0.7532 prec@thr=0.5: 0.7179 recall@top3: 0.8141 prec@top3: 0.6603 recall@top5: 0.8926 prec@top5: 0.4462 loss_action_cls: 0.0515 loss: 0.0515 2022/08/07 16:52:13 - mmengine - INFO - Epoch(train) [5][920/1441] lr: 2.0000e-01 eta: 6:23:47 time: 0.8490 data_time: 0.0442 memory: 18616 grad_norm: 0.1024 recall@thr=0.5: 0.6100 prec@thr=0.5: 0.6433 recall@top3: 0.7300 prec@top3: 0.5800 recall@top5: 0.9050 prec@top5: 0.4440 loss_action_cls: 0.0507 loss: 0.0507 2022/08/07 16:52:30 - mmengine - INFO - Epoch(train) [5][940/1441] lr: 2.0000e-01 eta: 6:23:13 time: 0.8369 data_time: 0.0353 memory: 18616 grad_norm: 0.0978 recall@thr=0.5: 0.6194 prec@thr=0.5: 0.7060 recall@top3: 0.7944 prec@top3: 0.5833 recall@top5: 0.9088 prec@top5: 0.4111 loss_action_cls: 0.0532 loss: 0.0532 2022/08/07 16:52:47 - mmengine - INFO - Epoch(train) [5][960/1441] lr: 2.0000e-01 eta: 6:22:40 time: 0.8458 data_time: 0.0361 memory: 18616 grad_norm: 0.0984 recall@thr=0.5: 0.6603 prec@thr=0.5: 0.7551 recall@top3: 0.7990 prec@top3: 0.6282 recall@top5: 0.9545 prec@top5: 0.4538 loss_action_cls: 0.0463 loss: 0.0463 2022/08/07 16:53:04 - mmengine - INFO - Epoch(train) [5][980/1441] lr: 2.0000e-01 eta: 6:22:08 time: 0.8704 data_time: 0.0353 memory: 18616 grad_norm: 0.1054 recall@thr=0.5: 0.6411 prec@thr=0.5: 0.6981 recall@top3: 0.7578 prec@top3: 0.6444 recall@top5: 0.8744 prec@top5: 0.4622 loss_action_cls: 0.0490 loss: 0.0490 2022/08/07 16:53:21 - mmengine - INFO - Epoch(train) [5][1000/1441] lr: 2.0000e-01 eta: 6:21:34 time: 0.8399 data_time: 0.0326 memory: 18616 grad_norm: 0.1148 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.8577 recall@top3: 0.7748 prec@top3: 0.6911 recall@top5: 0.9362 prec@top5: 0.5268 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 16:53:38 - mmengine - INFO - Epoch(train) [5][1020/1441] lr: 2.0000e-01 eta: 6:21:01 time: 0.8461 data_time: 0.0410 memory: 18616 grad_norm: 0.1062 recall@thr=0.5: 0.7352 prec@thr=0.5: 0.8364 recall@top3: 0.8071 prec@top3: 0.6790 recall@top5: 0.9148 prec@top5: 0.4926 loss_action_cls: 0.0496 loss: 0.0496 2022/08/07 16:53:55 - mmengine - INFO - Epoch(train) [5][1040/1441] lr: 2.0000e-01 eta: 6:20:28 time: 0.8558 data_time: 0.0318 memory: 18616 grad_norm: 0.1078 recall@thr=0.5: 0.7321 prec@thr=0.5: 0.8711 recall@top3: 0.8072 prec@top3: 0.8050 recall@top5: 0.9403 prec@top5: 0.5736 loss_action_cls: 0.0503 loss: 0.0503 2022/08/07 16:54:12 - mmengine - INFO - Epoch(train) [5][1060/1441] lr: 2.0000e-01 eta: 6:19:55 time: 0.8362 data_time: 0.0327 memory: 18616 grad_norm: 0.1068 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6298 recall@top3: 0.7566 prec@top3: 0.5877 recall@top5: 0.8640 prec@top5: 0.4158 loss_action_cls: 0.0523 loss: 0.0523 2022/08/07 16:54:29 - mmengine - INFO - Epoch(train) [5][1080/1441] lr: 2.0000e-01 eta: 6:19:22 time: 0.8593 data_time: 0.0314 memory: 18616 grad_norm: 0.1026 recall@thr=0.5: 0.6684 prec@thr=0.5: 0.8010 recall@top3: 0.7493 prec@top3: 0.6667 recall@top5: 0.9374 prec@top5: 0.4939 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 16:54:46 - mmengine - INFO - Epoch(train) [5][1100/1441] lr: 2.0000e-01 eta: 6:18:51 time: 0.8647 data_time: 0.0445 memory: 18616 grad_norm: 0.1013 recall@thr=0.5: 0.6234 prec@thr=0.5: 0.7404 recall@top3: 0.7997 prec@top3: 0.7051 recall@top5: 0.9199 prec@top5: 0.4962 loss_action_cls: 0.0514 loss: 0.0514 2022/08/07 16:55:04 - mmengine - INFO - Epoch(train) [5][1120/1441] lr: 2.0000e-01 eta: 6:18:20 time: 0.8735 data_time: 0.0376 memory: 18616 grad_norm: 0.1019 recall@thr=0.5: 0.7284 prec@thr=0.5: 0.7762 recall@top3: 0.8117 prec@top3: 0.6975 recall@top5: 0.9151 prec@top5: 0.4815 loss_action_cls: 0.0517 loss: 0.0517 2022/08/07 16:55:21 - mmengine - INFO - Epoch(train) [5][1140/1441] lr: 2.0000e-01 eta: 6:17:48 time: 0.8529 data_time: 0.0507 memory: 18616 grad_norm: 0.1075 recall@thr=0.5: 0.7239 prec@thr=0.5: 0.7865 recall@top3: 0.7560 prec@top3: 0.7044 recall@top5: 0.9057 prec@top5: 0.5321 loss_action_cls: 0.0506 loss: 0.0506 2022/08/07 16:55:39 - mmengine - INFO - Epoch(train) [5][1160/1441] lr: 2.0000e-01 eta: 6:17:18 time: 0.9018 data_time: 0.0322 memory: 18616 grad_norm: 0.0951 recall@thr=0.5: 0.6375 prec@thr=0.5: 0.7771 recall@top3: 0.7188 prec@top3: 0.6917 recall@top5: 0.9167 prec@top5: 0.5400 loss_action_cls: 0.0561 loss: 0.0561 2022/08/07 16:55:56 - mmengine - INFO - Epoch(train) [5][1180/1441] lr: 2.0000e-01 eta: 6:16:46 time: 0.8533 data_time: 0.0363 memory: 18616 grad_norm: 0.1081 recall@thr=0.5: 0.7429 prec@thr=0.5: 0.7786 recall@top3: 0.8952 prec@top3: 0.7429 recall@top5: 0.9714 prec@top5: 0.4857 loss_action_cls: 0.0457 loss: 0.0457 2022/08/07 16:56:13 - mmengine - INFO - Epoch(train) [5][1200/1441] lr: 2.0000e-01 eta: 6:16:14 time: 0.8425 data_time: 0.0441 memory: 18616 grad_norm: 0.1183 recall@thr=0.5: 0.7130 prec@thr=0.5: 0.8699 recall@top3: 0.7902 prec@top3: 0.5610 recall@top5: 0.9484 prec@top5: 0.4244 loss_action_cls: 0.0471 loss: 0.0471 2022/08/07 16:56:30 - mmengine - INFO - Epoch(train) [5][1220/1441] lr: 2.0000e-01 eta: 6:15:44 time: 0.8810 data_time: 0.0312 memory: 18616 grad_norm: 0.1092 recall@thr=0.5: 0.7535 prec@thr=0.5: 0.8090 recall@top3: 0.8160 prec@top3: 0.7014 recall@top5: 0.9653 prec@top5: 0.5125 loss_action_cls: 0.0513 loss: 0.0513 2022/08/07 16:56:44 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 16:56:48 - mmengine - INFO - Epoch(train) [5][1240/1441] lr: 2.0000e-01 eta: 6:15:12 time: 0.8565 data_time: 0.0423 memory: 18616 grad_norm: 0.0998 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.7338 recall@top3: 0.6931 prec@top3: 0.6481 recall@top5: 0.9167 prec@top5: 0.5111 loss_action_cls: 0.0494 loss: 0.0494 2022/08/07 16:57:04 - mmengine - INFO - Epoch(train) [5][1260/1441] lr: 2.0000e-01 eta: 6:14:38 time: 0.8237 data_time: 0.0359 memory: 18616 grad_norm: 0.1099 recall@thr=0.5: 0.6003 prec@thr=0.5: 0.7449 recall@top3: 0.7160 prec@top3: 0.5578 recall@top5: 0.8673 prec@top5: 0.4122 loss_action_cls: 0.0479 loss: 0.0479 2022/08/07 16:57:21 - mmengine - INFO - Epoch(train) [5][1280/1441] lr: 2.0000e-01 eta: 6:14:08 time: 0.8714 data_time: 0.0356 memory: 18616 grad_norm: 0.1039 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.7361 recall@top3: 0.8472 prec@top3: 0.6528 recall@top5: 0.9583 prec@top5: 0.4500 loss_action_cls: 0.0476 loss: 0.0476 2022/08/07 16:57:39 - mmengine - INFO - Epoch(train) [5][1300/1441] lr: 2.0000e-01 eta: 6:13:37 time: 0.8584 data_time: 0.0353 memory: 18616 grad_norm: 0.1115 recall@thr=0.5: 0.6556 prec@thr=0.5: 0.6741 recall@top3: 0.7852 prec@top3: 0.6296 recall@top5: 0.8889 prec@top5: 0.4311 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 16:57:56 - mmengine - INFO - Epoch(train) [5][1320/1441] lr: 2.0000e-01 eta: 6:13:05 time: 0.8470 data_time: 0.0345 memory: 18616 grad_norm: 0.1020 recall@thr=0.5: 0.6704 prec@thr=0.5: 0.7500 recall@top3: 0.7870 prec@top3: 0.6222 recall@top5: 0.9278 prec@top5: 0.4533 loss_action_cls: 0.0493 loss: 0.0493 2022/08/07 16:58:12 - mmengine - INFO - Epoch(train) [5][1340/1441] lr: 2.0000e-01 eta: 6:12:31 time: 0.8174 data_time: 0.0345 memory: 18616 grad_norm: 0.1014 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.7582 recall@top3: 0.8284 prec@top3: 0.6732 recall@top5: 0.9134 prec@top5: 0.4431 loss_action_cls: 0.0486 loss: 0.0486 2022/08/07 16:58:29 - mmengine - INFO - Epoch(train) [5][1360/1441] lr: 2.0000e-01 eta: 6:12:01 time: 0.8762 data_time: 0.0371 memory: 18616 grad_norm: 0.1015 recall@thr=0.5: 0.6401 prec@thr=0.5: 0.8878 recall@top3: 0.8578 prec@top3: 0.7211 recall@top5: 0.9510 prec@top5: 0.4980 loss_action_cls: 0.0501 loss: 0.0501 2022/08/07 16:58:47 - mmengine - INFO - Epoch(train) [5][1380/1441] lr: 2.0000e-01 eta: 6:11:30 time: 0.8577 data_time: 0.0295 memory: 18616 grad_norm: 0.1071 recall@thr=0.5: 0.7245 prec@thr=0.5: 0.7606 recall@top3: 0.8216 prec@top3: 0.6241 recall@top5: 0.9645 prec@top5: 0.4553 loss_action_cls: 0.0506 loss: 0.0506 2022/08/07 16:59:03 - mmengine - INFO - Epoch(train) [5][1400/1441] lr: 2.0000e-01 eta: 6:10:58 time: 0.8368 data_time: 0.0370 memory: 18616 grad_norm: 0.1058 recall@thr=0.5: 0.5875 prec@thr=0.5: 0.6667 recall@top3: 0.7125 prec@top3: 0.6515 recall@top5: 0.8826 prec@top5: 0.4864 loss_action_cls: 0.0535 loss: 0.0535 2022/08/07 16:59:20 - mmengine - INFO - Epoch(train) [5][1420/1441] lr: 2.0000e-01 eta: 6:10:26 time: 0.8406 data_time: 0.0349 memory: 18616 grad_norm: 0.1063 recall@thr=0.5: 0.7241 prec@thr=0.5: 0.8046 recall@top3: 0.7989 prec@top3: 0.7414 recall@top5: 0.9655 prec@top5: 0.5345 loss_action_cls: 0.0492 loss: 0.0492 2022/08/07 16:59:37 - mmengine - INFO - Epoch(train) [5][1440/1441] lr: 2.0000e-01 eta: 6:09:54 time: 0.8318 data_time: 0.0362 memory: 18616 grad_norm: 0.1131 recall@thr=0.5: 0.5636 prec@thr=0.5: 0.7449 recall@top3: 0.7398 prec@top3: 0.6395 recall@top5: 0.8888 prec@top5: 0.4776 loss_action_cls: 0.0505 loss: 0.0505 2022/08/07 16:59:37 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 16:59:37 - mmengine - INFO - Epoch(train) [5][1441/1441] lr: 2.0000e-01 eta: 6:09:54 time: 0.8182 data_time: 0.0378 memory: 9568 grad_norm: 0.1151 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.9083 recall@top3: 0.9375 prec@top3: 0.7500 recall@top5: 0.9375 prec@top5: 0.4500 loss_action_cls: 0.0502 loss: 0.0502 2022/08/07 16:59:37 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/08/07 16:59:43 - mmengine - INFO - Epoch(val) [5][20/6282] eta: 0:07:21 time: 0.0705 data_time: 0.0204 memory: 663 2022/08/07 16:59:44 - mmengine - INFO - Epoch(val) [5][40/6282] eta: 0:05:16 time: 0.0508 data_time: 0.0062 memory: 663 2022/08/07 16:59:45 - mmengine - INFO - Epoch(val) [5][60/6282] eta: 0:05:43 time: 0.0552 data_time: 0.0053 memory: 663 2022/08/07 16:59:46 - mmengine - INFO - Epoch(val) [5][80/6282] eta: 0:05:10 time: 0.0501 data_time: 0.0070 memory: 663 2022/08/07 16:59:47 - mmengine - INFO - Epoch(val) [5][100/6282] eta: 0:05:12 time: 0.0506 data_time: 0.0049 memory: 663 2022/08/07 16:59:48 - mmengine - INFO - Epoch(val) [5][120/6282] eta: 0:05:40 time: 0.0553 data_time: 0.0063 memory: 726 2022/08/07 16:59:49 - mmengine - INFO - Epoch(val) [5][140/6282] eta: 0:06:39 time: 0.0650 data_time: 0.0054 memory: 726 2022/08/07 16:59:51 - mmengine - INFO - Epoch(val) [5][160/6282] eta: 0:05:59 time: 0.0588 data_time: 0.0057 memory: 726 2022/08/07 16:59:52 - mmengine - INFO - Epoch(val) [5][180/6282] eta: 0:08:27 time: 0.0831 data_time: 0.0077 memory: 726 2022/08/07 16:59:54 - mmengine - INFO - Epoch(val) [5][200/6282] eta: 0:06:36 time: 0.0652 data_time: 0.0089 memory: 726 2022/08/07 16:59:55 - mmengine - INFO - Epoch(val) [5][220/6282] eta: 0:05:55 time: 0.0586 data_time: 0.0071 memory: 676 2022/08/07 16:59:56 - mmengine - INFO - Epoch(val) [5][240/6282] eta: 0:05:17 time: 0.0526 data_time: 0.0063 memory: 676 2022/08/07 16:59:57 - mmengine - INFO - Epoch(val) [5][260/6282] eta: 0:04:54 time: 0.0489 data_time: 0.0055 memory: 676 2022/08/07 16:59:58 - mmengine - INFO - Epoch(val) [5][280/6282] eta: 0:05:14 time: 0.0525 data_time: 0.0071 memory: 676 2022/08/07 16:59:59 - mmengine - INFO - Epoch(val) [5][300/6282] eta: 0:05:41 time: 0.0571 data_time: 0.0092 memory: 726 2022/08/07 17:00:01 - mmengine - INFO - Epoch(val) [5][320/6282] eta: 0:09:46 time: 0.0984 data_time: 0.0456 memory: 726 2022/08/07 17:00:03 - mmengine - INFO - Epoch(val) [5][340/6282] eta: 0:09:51 time: 0.0996 data_time: 0.0159 memory: 726 2022/08/07 17:00:04 - mmengine - INFO - Epoch(val) [5][360/6282] eta: 0:06:52 time: 0.0697 data_time: 0.0116 memory: 726 2022/08/07 17:00:06 - mmengine - INFO - Epoch(val) [5][380/6282] eta: 0:09:07 time: 0.0928 data_time: 0.0350 memory: 726 2022/08/07 17:00:08 - mmengine - INFO - Epoch(val) [5][400/6282] eta: 0:06:58 time: 0.0712 data_time: 0.0176 memory: 726 2022/08/07 17:00:09 - mmengine - INFO - Epoch(val) [5][420/6282] eta: 0:05:38 time: 0.0577 data_time: 0.0069 memory: 677 2022/08/07 17:00:10 - mmengine - INFO - Epoch(val) [5][440/6282] eta: 0:05:11 time: 0.0533 data_time: 0.0082 memory: 677 2022/08/07 17:00:11 - mmengine - INFO - Epoch(val) [5][460/6282] eta: 0:05:12 time: 0.0537 data_time: 0.0047 memory: 677 2022/08/07 17:00:12 - mmengine - INFO - Epoch(val) [5][480/6282] eta: 0:05:22 time: 0.0557 data_time: 0.0070 memory: 677 2022/08/07 17:00:13 - mmengine - INFO - Epoch(val) [5][500/6282] eta: 0:05:13 time: 0.0543 data_time: 0.0073 memory: 677 2022/08/07 17:00:15 - mmengine - INFO - Epoch(val) [5][520/6282] eta: 0:07:41 time: 0.0800 data_time: 0.0092 memory: 676 2022/08/07 17:00:16 - mmengine - INFO - Epoch(val) [5][540/6282] eta: 0:04:40 time: 0.0489 data_time: 0.0049 memory: 676 2022/08/07 17:00:17 - mmengine - INFO - Epoch(val) [5][560/6282] eta: 0:04:35 time: 0.0481 data_time: 0.0056 memory: 676 2022/08/07 17:00:18 - mmengine - INFO - Epoch(val) [5][580/6282] eta: 0:04:45 time: 0.0501 data_time: 0.0054 memory: 676 2022/08/07 17:00:19 - mmengine - INFO - Epoch(val) [5][600/6282] eta: 0:04:31 time: 0.0477 data_time: 0.0057 memory: 676 2022/08/07 17:00:20 - mmengine - INFO - Epoch(val) [5][620/6282] eta: 0:04:43 time: 0.0500 data_time: 0.0061 memory: 676 2022/08/07 17:00:21 - mmengine - INFO - Epoch(val) [5][640/6282] eta: 0:05:07 time: 0.0546 data_time: 0.0081 memory: 670 2022/08/07 17:00:22 - mmengine - INFO - Epoch(val) [5][660/6282] eta: 0:04:14 time: 0.0453 data_time: 0.0064 memory: 670 2022/08/07 17:00:23 - mmengine - INFO - Epoch(val) [5][680/6282] eta: 0:04:02 time: 0.0433 data_time: 0.0039 memory: 670 2022/08/07 17:00:23 - mmengine - INFO - Epoch(val) [5][700/6282] eta: 0:04:09 time: 0.0448 data_time: 0.0045 memory: 670 2022/08/07 17:00:26 - mmengine - INFO - Epoch(val) [5][720/6282] eta: 0:11:51 time: 0.1280 data_time: 0.0856 memory: 726 2022/08/07 17:00:30 - mmengine - INFO - Epoch(val) [5][740/6282] eta: 0:16:07 time: 0.1745 data_time: 0.1264 memory: 726 2022/08/07 17:00:32 - mmengine - INFO - Epoch(val) [5][760/6282] eta: 0:12:46 time: 0.1387 data_time: 0.0907 memory: 726 2022/08/07 17:00:36 - mmengine - INFO - Epoch(val) [5][780/6282] eta: 0:16:07 time: 0.1759 data_time: 0.0965 memory: 726 2022/08/07 17:00:38 - mmengine - INFO - Epoch(val) [5][800/6282] eta: 0:12:07 time: 0.1326 data_time: 0.0793 memory: 726 2022/08/07 17:00:41 - mmengine - INFO - Epoch(val) [5][820/6282] eta: 0:09:15 time: 0.1018 data_time: 0.0539 memory: 726 2022/08/07 17:00:42 - mmengine - INFO - Epoch(val) [5][840/6282] eta: 0:04:50 time: 0.0533 data_time: 0.0052 memory: 676 2022/08/07 17:00:43 - mmengine - INFO - Epoch(val) [5][860/6282] eta: 0:05:01 time: 0.0556 data_time: 0.0058 memory: 676 2022/08/07 17:00:44 - mmengine - INFO - Epoch(val) [5][880/6282] eta: 0:04:48 time: 0.0533 data_time: 0.0068 memory: 676 2022/08/07 17:00:45 - mmengine - INFO - Epoch(val) [5][900/6282] eta: 0:04:49 time: 0.0538 data_time: 0.0052 memory: 676 2022/08/07 17:00:46 - mmengine - INFO - Epoch(val) [5][920/6282] eta: 0:04:36 time: 0.0515 data_time: 0.0048 memory: 676 2022/08/07 17:00:47 - mmengine - INFO - Epoch(val) [5][940/6282] eta: 0:04:44 time: 0.0532 data_time: 0.0071 memory: 663 2022/08/07 17:00:48 - mmengine - INFO - Epoch(val) [5][960/6282] eta: 0:04:44 time: 0.0534 data_time: 0.0063 memory: 663 2022/08/07 17:00:49 - mmengine - INFO - Epoch(val) [5][980/6282] eta: 0:04:50 time: 0.0548 data_time: 0.0066 memory: 663 2022/08/07 17:00:50 - mmengine - INFO - Epoch(val) [5][1000/6282] eta: 0:04:27 time: 0.0507 data_time: 0.0047 memory: 663 2022/08/07 17:00:51 - mmengine - INFO - Epoch(val) [5][1020/6282] eta: 0:04:41 time: 0.0534 data_time: 0.0084 memory: 676 2022/08/07 17:00:52 - mmengine - INFO - Epoch(val) [5][1040/6282] eta: 0:04:34 time: 0.0524 data_time: 0.0066 memory: 676 2022/08/07 17:00:53 - mmengine - INFO - Epoch(val) [5][1060/6282] eta: 0:04:51 time: 0.0558 data_time: 0.0085 memory: 676 2022/08/07 17:00:55 - mmengine - INFO - Epoch(val) [5][1080/6282] eta: 0:04:35 time: 0.0529 data_time: 0.0067 memory: 676 2022/08/07 17:00:56 - mmengine - INFO - Epoch(val) [5][1100/6282] eta: 0:04:48 time: 0.0557 data_time: 0.0069 memory: 676 2022/08/07 17:00:57 - mmengine - INFO - Epoch(val) [5][1120/6282] eta: 0:04:32 time: 0.0527 data_time: 0.0067 memory: 676 2022/08/07 17:00:58 - mmengine - INFO - Epoch(val) [5][1140/6282] eta: 0:04:27 time: 0.0520 data_time: 0.0063 memory: 676 2022/08/07 17:00:59 - mmengine - INFO - Epoch(val) [5][1160/6282] eta: 0:04:29 time: 0.0525 data_time: 0.0071 memory: 676 2022/08/07 17:01:00 - mmengine - INFO - Epoch(val) [5][1180/6282] eta: 0:04:20 time: 0.0510 data_time: 0.0071 memory: 676 2022/08/07 17:01:01 - mmengine - INFO - Epoch(val) [5][1200/6282] eta: 0:03:46 time: 0.0447 data_time: 0.0059 memory: 676 2022/08/07 17:01:02 - mmengine - INFO - Epoch(val) [5][1220/6282] eta: 0:03:42 time: 0.0439 data_time: 0.0045 memory: 676 2022/08/07 17:01:05 - mmengine - INFO - Epoch(val) [5][1240/6282] eta: 0:14:46 time: 0.1759 data_time: 0.1157 memory: 726 2022/08/07 17:01:08 - mmengine - INFO - Epoch(val) [5][1260/6282] eta: 0:10:43 time: 0.1281 data_time: 0.0780 memory: 726 2022/08/07 17:01:11 - mmengine - INFO - Epoch(val) [5][1280/6282] eta: 0:14:31 time: 0.1742 data_time: 0.1296 memory: 726 2022/08/07 17:01:15 - mmengine - INFO - Epoch(val) [5][1300/6282] eta: 0:14:25 time: 0.1738 data_time: 0.1238 memory: 726 2022/08/07 17:01:17 - mmengine - INFO - Epoch(val) [5][1320/6282] eta: 0:11:35 time: 0.1401 data_time: 0.0964 memory: 726 2022/08/07 17:01:21 - mmengine - INFO - Epoch(val) [5][1340/6282] eta: 0:14:31 time: 0.1763 data_time: 0.1270 memory: 726 2022/08/07 17:01:24 - mmengine - INFO - Epoch(val) [5][1360/6282] eta: 0:10:38 time: 0.1297 data_time: 0.0842 memory: 726 2022/08/07 17:01:27 - mmengine - INFO - Epoch(val) [5][1380/6282] eta: 0:13:24 time: 0.1642 data_time: 0.1022 memory: 726 2022/08/07 17:01:30 - mmengine - INFO - Epoch(val) [5][1400/6282] eta: 0:10:36 time: 0.1304 data_time: 0.0852 memory: 726 2022/08/07 17:01:33 - mmengine - INFO - Epoch(val) [5][1420/6282] eta: 0:13:30 time: 0.1668 data_time: 0.1200 memory: 726 2022/08/07 17:01:34 - mmengine - INFO - Epoch(val) [5][1440/6282] eta: 0:04:54 time: 0.0609 data_time: 0.0074 memory: 726 2022/08/07 17:01:35 - mmengine - INFO - Epoch(val) [5][1460/6282] eta: 0:04:55 time: 0.0613 data_time: 0.0113 memory: 726 2022/08/07 17:01:37 - mmengine - INFO - Epoch(val) [5][1480/6282] eta: 0:04:56 time: 0.0618 data_time: 0.0064 memory: 726 2022/08/07 17:01:38 - mmengine - INFO - Epoch(val) [5][1500/6282] eta: 0:05:06 time: 0.0640 data_time: 0.0078 memory: 726 2022/08/07 17:01:39 - mmengine - INFO - Epoch(val) [5][1520/6282] eta: 0:04:58 time: 0.0626 data_time: 0.0071 memory: 798 2022/08/07 17:01:41 - mmengine - INFO - Epoch(val) [5][1540/6282] eta: 0:05:51 time: 0.0742 data_time: 0.0097 memory: 798 2022/08/07 17:01:42 - mmengine - INFO - Epoch(val) [5][1560/6282] eta: 0:05:43 time: 0.0728 data_time: 0.0082 memory: 798 2022/08/07 17:01:43 - mmengine - INFO - Epoch(val) [5][1580/6282] eta: 0:05:38 time: 0.0721 data_time: 0.0082 memory: 798 2022/08/07 17:01:46 - mmengine - INFO - Epoch(val) [5][1600/6282] eta: 0:07:58 time: 0.1022 data_time: 0.0052 memory: 798 2022/08/07 17:01:47 - mmengine - INFO - Epoch(val) [5][1620/6282] eta: 0:05:11 time: 0.0668 data_time: 0.0084 memory: 798 2022/08/07 17:01:48 - mmengine - INFO - Epoch(val) [5][1640/6282] eta: 0:04:25 time: 0.0572 data_time: 0.0068 memory: 726 2022/08/07 17:01:49 - mmengine - INFO - Epoch(val) [5][1660/6282] eta: 0:04:38 time: 0.0602 data_time: 0.0079 memory: 726 2022/08/07 17:01:50 - mmengine - INFO - Epoch(val) [5][1680/6282] eta: 0:04:22 time: 0.0571 data_time: 0.0059 memory: 726 2022/08/07 17:01:52 - mmengine - INFO - Epoch(val) [5][1700/6282] eta: 0:04:21 time: 0.0571 data_time: 0.0071 memory: 726 2022/08/07 17:01:53 - mmengine - INFO - Epoch(val) [5][1720/6282] eta: 0:04:00 time: 0.0527 data_time: 0.0059 memory: 726 2022/08/07 17:01:54 - mmengine - INFO - Epoch(val) [5][1740/6282] eta: 0:03:55 time: 0.0519 data_time: 0.0056 memory: 726 2022/08/07 17:01:55 - mmengine - INFO - Epoch(val) [5][1760/6282] eta: 0:04:01 time: 0.0534 data_time: 0.0067 memory: 726 2022/08/07 17:01:56 - mmengine - INFO - Epoch(val) [5][1780/6282] eta: 0:04:15 time: 0.0567 data_time: 0.0053 memory: 726 2022/08/07 17:01:57 - mmengine - INFO - Epoch(val) [5][1800/6282] eta: 0:04:13 time: 0.0565 data_time: 0.0062 memory: 726 2022/08/07 17:01:58 - mmengine - INFO - Epoch(val) [5][1820/6282] eta: 0:04:05 time: 0.0550 data_time: 0.0056 memory: 726 2022/08/07 17:02:00 - mmengine - INFO - Epoch(val) [5][1840/6282] eta: 0:05:32 time: 0.0750 data_time: 0.0263 memory: 726 2022/08/07 17:02:03 - mmengine - INFO - Epoch(val) [5][1860/6282] eta: 0:13:01 time: 0.1767 data_time: 0.1289 memory: 726 2022/08/07 17:02:06 - mmengine - INFO - Epoch(val) [5][1880/6282] eta: 0:09:55 time: 0.1353 data_time: 0.0598 memory: 726 2022/08/07 17:02:09 - mmengine - INFO - Epoch(val) [5][1900/6282] eta: 0:12:06 time: 0.1658 data_time: 0.1175 memory: 726 2022/08/07 17:02:12 - mmengine - INFO - Epoch(val) [5][1920/6282] eta: 0:09:25 time: 0.1296 data_time: 0.0811 memory: 726 2022/08/07 17:02:14 - mmengine - INFO - Epoch(val) [5][1940/6282] eta: 0:09:16 time: 0.1283 data_time: 0.0763 memory: 726 2022/08/07 17:02:15 - mmengine - INFO - Epoch(val) [5][1960/6282] eta: 0:03:55 time: 0.0544 data_time: 0.0074 memory: 677 2022/08/07 17:02:17 - mmengine - INFO - Epoch(val) [5][1980/6282] eta: 0:03:52 time: 0.0540 data_time: 0.0061 memory: 677 2022/08/07 17:02:18 - mmengine - INFO - Epoch(val) [5][2000/6282] eta: 0:03:44 time: 0.0524 data_time: 0.0075 memory: 677 2022/08/07 17:02:19 - mmengine - INFO - Epoch(val) [5][2020/6282] eta: 0:03:41 time: 0.0519 data_time: 0.0054 memory: 677 2022/08/07 17:02:20 - mmengine - INFO - Epoch(val) [5][2040/6282] eta: 0:03:46 time: 0.0535 data_time: 0.0075 memory: 677 2022/08/07 17:02:21 - mmengine - INFO - Epoch(val) [5][2060/6282] eta: 0:03:45 time: 0.0535 data_time: 0.0058 memory: 677 2022/08/07 17:02:22 - mmengine - INFO - Epoch(val) [5][2080/6282] eta: 0:03:43 time: 0.0533 data_time: 0.0060 memory: 677 2022/08/07 17:02:23 - mmengine - INFO - Epoch(val) [5][2100/6282] eta: 0:03:50 time: 0.0552 data_time: 0.0086 memory: 677 2022/08/07 17:02:24 - mmengine - INFO - Epoch(val) [5][2120/6282] eta: 0:03:38 time: 0.0526 data_time: 0.0055 memory: 677 2022/08/07 17:02:26 - mmengine - INFO - Epoch(val) [5][2140/6282] eta: 0:05:49 time: 0.0843 data_time: 0.0057 memory: 677 2022/08/07 17:02:27 - mmengine - INFO - Epoch(val) [5][2160/6282] eta: 0:03:38 time: 0.0529 data_time: 0.0058 memory: 676 2022/08/07 17:02:28 - mmengine - INFO - Epoch(val) [5][2180/6282] eta: 0:03:46 time: 0.0553 data_time: 0.0086 memory: 676 2022/08/07 17:02:29 - mmengine - INFO - Epoch(val) [5][2200/6282] eta: 0:03:52 time: 0.0568 data_time: 0.0078 memory: 676 2022/08/07 17:02:30 - mmengine - INFO - Epoch(val) [5][2220/6282] eta: 0:03:46 time: 0.0557 data_time: 0.0066 memory: 676 2022/08/07 17:02:31 - mmengine - INFO - Epoch(val) [5][2240/6282] eta: 0:03:39 time: 0.0542 data_time: 0.0064 memory: 676 2022/08/07 17:02:32 - mmengine - INFO - Epoch(val) [5][2260/6282] eta: 0:03:27 time: 0.0517 data_time: 0.0053 memory: 677 2022/08/07 17:02:33 - mmengine - INFO - Epoch(val) [5][2280/6282] eta: 0:03:32 time: 0.0530 data_time: 0.0062 memory: 677 2022/08/07 17:02:35 - mmengine - INFO - Epoch(val) [5][2300/6282] eta: 0:03:43 time: 0.0562 data_time: 0.0065 memory: 677 2022/08/07 17:02:36 - mmengine - INFO - Epoch(val) [5][2320/6282] eta: 0:03:34 time: 0.0542 data_time: 0.0051 memory: 677 2022/08/07 17:02:37 - mmengine - INFO - Epoch(val) [5][2340/6282] eta: 0:03:22 time: 0.0514 data_time: 0.0069 memory: 677 2022/08/07 17:02:38 - mmengine - INFO - Epoch(val) [5][2360/6282] eta: 0:03:39 time: 0.0559 data_time: 0.0054 memory: 676 2022/08/07 17:02:39 - mmengine - INFO - Epoch(val) [5][2380/6282] eta: 0:03:25 time: 0.0526 data_time: 0.0065 memory: 676 2022/08/07 17:02:40 - mmengine - INFO - Epoch(val) [5][2400/6282] eta: 0:03:34 time: 0.0552 data_time: 0.0069 memory: 676 2022/08/07 17:02:41 - mmengine - INFO - Epoch(val) [5][2420/6282] eta: 0:03:45 time: 0.0583 data_time: 0.0083 memory: 676 2022/08/07 17:02:42 - mmengine - INFO - Epoch(val) [5][2440/6282] eta: 0:03:14 time: 0.0506 data_time: 0.0068 memory: 676 2022/08/07 17:02:44 - mmengine - INFO - Epoch(val) [5][2460/6282] eta: 0:05:21 time: 0.0841 data_time: 0.0326 memory: 726 2022/08/07 17:02:46 - mmengine - INFO - Epoch(val) [5][2480/6282] eta: 0:06:22 time: 0.1005 data_time: 0.0246 memory: 726 2022/08/07 17:02:48 - mmengine - INFO - Epoch(val) [5][2500/6282] eta: 0:05:19 time: 0.0844 data_time: 0.0336 memory: 726 2022/08/07 17:02:49 - mmengine - INFO - Epoch(val) [5][2520/6282] eta: 0:05:12 time: 0.0830 data_time: 0.0322 memory: 726 2022/08/07 17:02:51 - mmengine - INFO - Epoch(val) [5][2540/6282] eta: 0:07:04 time: 0.1134 data_time: 0.0663 memory: 726 2022/08/07 17:02:54 - mmengine - INFO - Epoch(val) [5][2560/6282] eta: 0:08:26 time: 0.1360 data_time: 0.0905 memory: 726 2022/08/07 17:02:58 - mmengine - INFO - Epoch(val) [5][2580/6282] eta: 0:11:22 time: 0.1843 data_time: 0.1394 memory: 726 2022/08/07 17:03:01 - mmengine - INFO - Epoch(val) [5][2600/6282] eta: 0:08:37 time: 0.1406 data_time: 0.0929 memory: 726 2022/08/07 17:03:04 - mmengine - INFO - Epoch(val) [5][2620/6282] eta: 0:10:11 time: 0.1668 data_time: 0.1205 memory: 726 2022/08/07 17:03:07 - mmengine - INFO - Epoch(val) [5][2640/6282] eta: 0:07:44 time: 0.1275 data_time: 0.0668 memory: 726 2022/08/07 17:03:08 - mmengine - INFO - Epoch(val) [5][2660/6282] eta: 0:04:27 time: 0.0739 data_time: 0.0096 memory: 791 2022/08/07 17:03:10 - mmengine - INFO - Epoch(val) [5][2680/6282] eta: 0:04:32 time: 0.0756 data_time: 0.0079 memory: 791 2022/08/07 17:03:11 - mmengine - INFO - Epoch(val) [5][2700/6282] eta: 0:04:43 time: 0.0791 data_time: 0.0158 memory: 791 2022/08/07 17:03:13 - mmengine - INFO - Epoch(val) [5][2720/6282] eta: 0:04:12 time: 0.0708 data_time: 0.0091 memory: 791 2022/08/07 17:03:14 - mmengine - INFO - Epoch(val) [5][2740/6282] eta: 0:04:25 time: 0.0750 data_time: 0.0142 memory: 791 2022/08/07 17:03:15 - mmengine - INFO - Epoch(val) [5][2760/6282] eta: 0:03:29 time: 0.0596 data_time: 0.0066 memory: 677 2022/08/07 17:03:16 - mmengine - INFO - Epoch(val) [5][2780/6282] eta: 0:03:13 time: 0.0553 data_time: 0.0063 memory: 677 2022/08/07 17:03:18 - mmengine - INFO - Epoch(val) [5][2800/6282] eta: 0:03:18 time: 0.0570 data_time: 0.0060 memory: 677 2022/08/07 17:03:19 - mmengine - INFO - Epoch(val) [5][2820/6282] eta: 0:03:25 time: 0.0595 data_time: 0.0085 memory: 677 2022/08/07 17:03:20 - mmengine - INFO - Epoch(val) [5][2840/6282] eta: 0:03:02 time: 0.0532 data_time: 0.0049 memory: 677 2022/08/07 17:03:21 - mmengine - INFO - Epoch(val) [5][2860/6282] eta: 0:04:10 time: 0.0731 data_time: 0.0238 memory: 726 2022/08/07 17:03:23 - mmengine - INFO - Epoch(val) [5][2880/6282] eta: 0:04:53 time: 0.0863 data_time: 0.0346 memory: 726 2022/08/07 17:03:25 - mmengine - INFO - Epoch(val) [5][2900/6282] eta: 0:05:21 time: 0.0951 data_time: 0.0340 memory: 726 2022/08/07 17:03:26 - mmengine - INFO - Epoch(val) [5][2920/6282] eta: 0:02:46 time: 0.0495 data_time: 0.0049 memory: 726 2022/08/07 17:03:27 - mmengine - INFO - Epoch(val) [5][2940/6282] eta: 0:02:46 time: 0.0497 data_time: 0.0054 memory: 698 2022/08/07 17:03:28 - mmengine - INFO - Epoch(val) [5][2960/6282] eta: 0:02:50 time: 0.0512 data_time: 0.0052 memory: 698 2022/08/07 17:03:29 - mmengine - INFO - Epoch(val) [5][2980/6282] eta: 0:02:45 time: 0.0500 data_time: 0.0059 memory: 698 2022/08/07 17:03:30 - mmengine - INFO - Epoch(val) [5][3000/6282] eta: 0:02:34 time: 0.0472 data_time: 0.0051 memory: 698 2022/08/07 17:03:31 - mmengine - INFO - Epoch(val) [5][3020/6282] eta: 0:02:50 time: 0.0522 data_time: 0.0055 memory: 726 2022/08/07 17:03:32 - mmengine - INFO - Epoch(val) [5][3040/6282] eta: 0:02:48 time: 0.0521 data_time: 0.0055 memory: 726 2022/08/07 17:03:33 - mmengine - INFO - Epoch(val) [5][3060/6282] eta: 0:02:53 time: 0.0540 data_time: 0.0063 memory: 726 2022/08/07 17:03:34 - mmengine - INFO - Epoch(val) [5][3080/6282] eta: 0:02:52 time: 0.0539 data_time: 0.0067 memory: 726 2022/08/07 17:03:35 - mmengine - INFO - Epoch(val) [5][3100/6282] eta: 0:03:04 time: 0.0581 data_time: 0.0063 memory: 726 2022/08/07 17:03:37 - mmengine - INFO - Epoch(val) [5][3120/6282] eta: 0:03:03 time: 0.0580 data_time: 0.0062 memory: 677 2022/08/07 17:03:38 - mmengine - INFO - Epoch(val) [5][3140/6282] eta: 0:02:52 time: 0.0550 data_time: 0.0067 memory: 677 2022/08/07 17:03:39 - mmengine - INFO - Epoch(val) [5][3160/6282] eta: 0:02:46 time: 0.0532 data_time: 0.0059 memory: 677 2022/08/07 17:03:40 - mmengine - INFO - Epoch(val) [5][3180/6282] eta: 0:03:16 time: 0.0633 data_time: 0.0059 memory: 677 2022/08/07 17:03:41 - mmengine - INFO - Epoch(val) [5][3200/6282] eta: 0:03:16 time: 0.0637 data_time: 0.0113 memory: 726 2022/08/07 17:03:43 - mmengine - INFO - Epoch(val) [5][3220/6282] eta: 0:04:27 time: 0.0875 data_time: 0.0364 memory: 726 2022/08/07 17:03:45 - mmengine - INFO - Epoch(val) [5][3240/6282] eta: 0:03:47 time: 0.0748 data_time: 0.0218 memory: 726 2022/08/07 17:03:46 - mmengine - INFO - Epoch(val) [5][3260/6282] eta: 0:04:05 time: 0.0813 data_time: 0.0280 memory: 726 2022/08/07 17:03:47 - mmengine - INFO - Epoch(val) [5][3280/6282] eta: 0:03:18 time: 0.0662 data_time: 0.0128 memory: 726 2022/08/07 17:03:49 - mmengine - INFO - Epoch(val) [5][3300/6282] eta: 0:03:11 time: 0.0641 data_time: 0.0067 memory: 726 2022/08/07 17:03:50 - mmengine - INFO - Epoch(val) [5][3320/6282] eta: 0:02:53 time: 0.0586 data_time: 0.0058 memory: 726 2022/08/07 17:03:51 - mmengine - INFO - Epoch(val) [5][3340/6282] eta: 0:02:52 time: 0.0586 data_time: 0.0070 memory: 726 2022/08/07 17:03:52 - mmengine - INFO - Epoch(val) [5][3360/6282] eta: 0:03:05 time: 0.0636 data_time: 0.0072 memory: 726 2022/08/07 17:03:54 - mmengine - INFO - Epoch(val) [5][3380/6282] eta: 0:02:46 time: 0.0574 data_time: 0.0065 memory: 726 2022/08/07 17:03:55 - mmengine - INFO - Epoch(val) [5][3400/6282] eta: 0:02:35 time: 0.0539 data_time: 0.0068 memory: 676 2022/08/07 17:03:56 - mmengine - INFO - Epoch(val) [5][3420/6282] eta: 0:02:35 time: 0.0543 data_time: 0.0067 memory: 676 2022/08/07 17:03:57 - mmengine - INFO - Epoch(val) [5][3440/6282] eta: 0:02:36 time: 0.0550 data_time: 0.0068 memory: 676 2022/08/07 17:03:58 - mmengine - INFO - Epoch(val) [5][3460/6282] eta: 0:02:26 time: 0.0520 data_time: 0.0066 memory: 676 2022/08/07 17:03:59 - mmengine - INFO - Epoch(val) [5][3480/6282] eta: 0:02:15 time: 0.0484 data_time: 0.0041 memory: 676 2022/08/07 17:04:00 - mmengine - INFO - Epoch(val) [5][3500/6282] eta: 0:02:12 time: 0.0475 data_time: 0.0055 memory: 676 2022/08/07 17:04:01 - mmengine - INFO - Epoch(val) [5][3520/6282] eta: 0:02:12 time: 0.0481 data_time: 0.0052 memory: 676 2022/08/07 17:04:02 - mmengine - INFO - Epoch(val) [5][3540/6282] eta: 0:02:17 time: 0.0502 data_time: 0.0066 memory: 676 2022/08/07 17:04:03 - mmengine - INFO - Epoch(val) [5][3560/6282] eta: 0:02:15 time: 0.0497 data_time: 0.0058 memory: 676 2022/08/07 17:04:04 - mmengine - INFO - Epoch(val) [5][3580/6282] eta: 0:02:30 time: 0.0557 data_time: 0.0056 memory: 712 2022/08/07 17:04:05 - mmengine - INFO - Epoch(val) [5][3600/6282] eta: 0:02:36 time: 0.0585 data_time: 0.0065 memory: 712 2022/08/07 17:04:06 - mmengine - INFO - Epoch(val) [5][3620/6282] eta: 0:02:15 time: 0.0510 data_time: 0.0055 memory: 712 2022/08/07 17:04:07 - mmengine - INFO - Epoch(val) [5][3640/6282] eta: 0:02:21 time: 0.0535 data_time: 0.0054 memory: 712 2022/08/07 17:04:08 - mmengine - INFO - Epoch(val) [5][3660/6282] eta: 0:02:26 time: 0.0558 data_time: 0.0057 memory: 712 2022/08/07 17:04:10 - mmengine - INFO - Epoch(val) [5][3680/6282] eta: 0:02:43 time: 0.0629 data_time: 0.0098 memory: 726 2022/08/07 17:04:11 - mmengine - INFO - Epoch(val) [5][3700/6282] eta: 0:04:01 time: 0.0935 data_time: 0.0424 memory: 726 2022/08/07 17:04:13 - mmengine - INFO - Epoch(val) [5][3720/6282] eta: 0:03:33 time: 0.0835 data_time: 0.0308 memory: 726 2022/08/07 17:04:15 - mmengine - INFO - Epoch(val) [5][3740/6282] eta: 0:04:37 time: 0.1092 data_time: 0.0247 memory: 726 2022/08/07 17:04:17 - mmengine - INFO - Epoch(val) [5][3760/6282] eta: 0:02:36 time: 0.0619 data_time: 0.0063 memory: 726 2022/08/07 17:04:18 - mmengine - INFO - Epoch(val) [5][3780/6282] eta: 0:03:46 time: 0.0904 data_time: 0.0379 memory: 726 2022/08/07 17:04:20 - mmengine - INFO - Epoch(val) [5][3800/6282] eta: 0:03:27 time: 0.0837 data_time: 0.0329 memory: 726 2022/08/07 17:04:22 - mmengine - INFO - Epoch(val) [5][3820/6282] eta: 0:04:03 time: 0.0991 data_time: 0.0509 memory: 726 2022/08/07 17:04:24 - mmengine - INFO - Epoch(val) [5][3840/6282] eta: 0:03:16 time: 0.0805 data_time: 0.0277 memory: 726 2022/08/07 17:04:26 - mmengine - INFO - Epoch(val) [5][3860/6282] eta: 0:03:47 time: 0.0940 data_time: 0.0431 memory: 726 2022/08/07 17:04:27 - mmengine - INFO - Epoch(val) [5][3880/6282] eta: 0:03:22 time: 0.0841 data_time: 0.0315 memory: 726 2022/08/07 17:04:29 - mmengine - INFO - Epoch(val) [5][3900/6282] eta: 0:03:38 time: 0.0918 data_time: 0.0425 memory: 726 2022/08/07 17:04:31 - mmengine - INFO - Epoch(val) [5][3920/6282] eta: 0:03:13 time: 0.0821 data_time: 0.0324 memory: 726 2022/08/07 17:04:32 - mmengine - INFO - Epoch(val) [5][3940/6282] eta: 0:03:20 time: 0.0855 data_time: 0.0378 memory: 726 2022/08/07 17:04:34 - mmengine - INFO - Epoch(val) [5][3960/6282] eta: 0:02:26 time: 0.0630 data_time: 0.0075 memory: 726 2022/08/07 17:04:35 - mmengine - INFO - Epoch(val) [5][3980/6282] eta: 0:03:16 time: 0.0855 data_time: 0.0075 memory: 726 2022/08/07 17:04:37 - mmengine - INFO - Epoch(val) [5][4000/6282] eta: 0:02:12 time: 0.0579 data_time: 0.0073 memory: 726 2022/08/07 17:04:38 - mmengine - INFO - Epoch(val) [5][4020/6282] eta: 0:02:15 time: 0.0598 data_time: 0.0072 memory: 726 2022/08/07 17:04:39 - mmengine - INFO - Epoch(val) [5][4040/6282] eta: 0:01:58 time: 0.0527 data_time: 0.0053 memory: 791 2022/08/07 17:04:40 - mmengine - INFO - Epoch(val) [5][4060/6282] eta: 0:02:07 time: 0.0572 data_time: 0.0049 memory: 791 2022/08/07 17:04:41 - mmengine - INFO - Epoch(val) [5][4080/6282] eta: 0:02:03 time: 0.0559 data_time: 0.0053 memory: 791 2022/08/07 17:04:42 - mmengine - INFO - Epoch(val) [5][4100/6282] eta: 0:02:07 time: 0.0585 data_time: 0.0053 memory: 791 2022/08/07 17:04:43 - mmengine - INFO - Epoch(val) [5][4120/6282] eta: 0:02:04 time: 0.0576 data_time: 0.0055 memory: 791 2022/08/07 17:04:45 - mmengine - INFO - Epoch(val) [5][4140/6282] eta: 0:02:18 time: 0.0648 data_time: 0.0062 memory: 791 2022/08/07 17:04:46 - mmengine - INFO - Epoch(val) [5][4160/6282] eta: 0:01:49 time: 0.0518 data_time: 0.0050 memory: 676 2022/08/07 17:04:47 - mmengine - INFO - Epoch(val) [5][4180/6282] eta: 0:02:02 time: 0.0584 data_time: 0.0073 memory: 676 2022/08/07 17:04:49 - mmengine - INFO - Epoch(val) [5][4200/6282] eta: 0:02:47 time: 0.0805 data_time: 0.0066 memory: 676 2022/08/07 17:04:50 - mmengine - INFO - Epoch(val) [5][4220/6282] eta: 0:01:52 time: 0.0543 data_time: 0.0074 memory: 676 2022/08/07 17:04:51 - mmengine - INFO - Epoch(val) [5][4240/6282] eta: 0:01:46 time: 0.0522 data_time: 0.0066 memory: 677 2022/08/07 17:04:52 - mmengine - INFO - Epoch(val) [5][4260/6282] eta: 0:01:48 time: 0.0535 data_time: 0.0056 memory: 677 2022/08/07 17:04:53 - mmengine - INFO - Epoch(val) [5][4280/6282] eta: 0:01:51 time: 0.0556 data_time: 0.0052 memory: 677 2022/08/07 17:04:54 - mmengine - INFO - Epoch(val) [5][4300/6282] eta: 0:01:42 time: 0.0517 data_time: 0.0058 memory: 677 2022/08/07 17:04:55 - mmengine - INFO - Epoch(val) [5][4320/6282] eta: 0:01:43 time: 0.0526 data_time: 0.0070 memory: 677 2022/08/07 17:04:56 - mmengine - INFO - Epoch(val) [5][4340/6282] eta: 0:01:39 time: 0.0511 data_time: 0.0060 memory: 677 2022/08/07 17:04:57 - mmengine - INFO - Epoch(val) [5][4360/6282] eta: 0:01:42 time: 0.0533 data_time: 0.0072 memory: 726 2022/08/07 17:04:58 - mmengine - INFO - Epoch(val) [5][4380/6282] eta: 0:01:37 time: 0.0514 data_time: 0.0047 memory: 726 2022/08/07 17:04:59 - mmengine - INFO - Epoch(val) [5][4400/6282] eta: 0:01:36 time: 0.0515 data_time: 0.0054 memory: 726 2022/08/07 17:05:00 - mmengine - INFO - Epoch(val) [5][4420/6282] eta: 0:01:40 time: 0.0541 data_time: 0.0048 memory: 726 2022/08/07 17:05:02 - mmengine - INFO - Epoch(val) [5][4440/6282] eta: 0:02:40 time: 0.0873 data_time: 0.0060 memory: 733 2022/08/07 17:05:03 - mmengine - INFO - Epoch(val) [5][4460/6282] eta: 0:01:49 time: 0.0603 data_time: 0.0069 memory: 733 2022/08/07 17:05:05 - mmengine - INFO - Epoch(val) [5][4480/6282] eta: 0:01:50 time: 0.0615 data_time: 0.0070 memory: 733 2022/08/07 17:05:06 - mmengine - INFO - Epoch(val) [5][4500/6282] eta: 0:01:52 time: 0.0634 data_time: 0.0092 memory: 733 2022/08/07 17:05:07 - mmengine - INFO - Epoch(val) [5][4520/6282] eta: 0:01:36 time: 0.0549 data_time: 0.0064 memory: 733 2022/08/07 17:05:08 - mmengine - INFO - Epoch(val) [5][4540/6282] eta: 0:01:31 time: 0.0524 data_time: 0.0055 memory: 677 2022/08/07 17:05:09 - mmengine - INFO - Epoch(val) [5][4560/6282] eta: 0:01:31 time: 0.0529 data_time: 0.0054 memory: 677 2022/08/07 17:05:10 - mmengine - INFO - Epoch(val) [5][4580/6282] eta: 0:01:34 time: 0.0558 data_time: 0.0082 memory: 677 2022/08/07 17:05:11 - mmengine - INFO - Epoch(val) [5][4600/6282] eta: 0:01:33 time: 0.0555 data_time: 0.0061 memory: 677 2022/08/07 17:05:12 - mmengine - INFO - Epoch(val) [5][4620/6282] eta: 0:01:37 time: 0.0585 data_time: 0.0074 memory: 677 2022/08/07 17:05:14 - mmengine - INFO - Epoch(val) [5][4640/6282] eta: 0:01:38 time: 0.0599 data_time: 0.0067 memory: 733 2022/08/07 17:05:15 - mmengine - INFO - Epoch(val) [5][4660/6282] eta: 0:02:14 time: 0.0831 data_time: 0.0060 memory: 733 2022/08/07 17:05:17 - mmengine - INFO - Epoch(val) [5][4680/6282] eta: 0:01:38 time: 0.0615 data_time: 0.0068 memory: 733 2022/08/07 17:05:18 - mmengine - INFO - Epoch(val) [5][4700/6282] eta: 0:01:30 time: 0.0574 data_time: 0.0060 memory: 733 2022/08/07 17:05:19 - mmengine - INFO - Epoch(val) [5][4720/6282] eta: 0:01:24 time: 0.0539 data_time: 0.0054 memory: 733 2022/08/07 17:05:20 - mmengine - INFO - Epoch(val) [5][4740/6282] eta: 0:01:19 time: 0.0514 data_time: 0.0064 memory: 698 2022/08/07 17:05:21 - mmengine - INFO - Epoch(val) [5][4760/6282] eta: 0:01:18 time: 0.0518 data_time: 0.0063 memory: 698 2022/08/07 17:05:22 - mmengine - INFO - Epoch(val) [5][4780/6282] eta: 0:01:15 time: 0.0504 data_time: 0.0049 memory: 698 2022/08/07 17:05:23 - mmengine - INFO - Epoch(val) [5][4800/6282] eta: 0:01:18 time: 0.0529 data_time: 0.0051 memory: 698 2022/08/07 17:05:24 - mmengine - INFO - Epoch(val) [5][4820/6282] eta: 0:01:30 time: 0.0621 data_time: 0.0087 memory: 726 2022/08/07 17:05:25 - mmengine - INFO - Epoch(val) [5][4840/6282] eta: 0:01:29 time: 0.0618 data_time: 0.0079 memory: 726 2022/08/07 17:05:27 - mmengine - INFO - Epoch(val) [5][4860/6282] eta: 0:01:31 time: 0.0644 data_time: 0.0067 memory: 726 2022/08/07 17:05:28 - mmengine - INFO - Epoch(val) [5][4880/6282] eta: 0:01:21 time: 0.0581 data_time: 0.0051 memory: 726 2022/08/07 17:05:29 - mmengine - INFO - Epoch(val) [5][4900/6282] eta: 0:01:22 time: 0.0599 data_time: 0.0082 memory: 726 2022/08/07 17:05:30 - mmengine - INFO - Epoch(val) [5][4920/6282] eta: 0:01:22 time: 0.0604 data_time: 0.0071 memory: 726 2022/08/07 17:05:32 - mmengine - INFO - Epoch(val) [5][4940/6282] eta: 0:01:22 time: 0.0611 data_time: 0.0077 memory: 726 2022/08/07 17:05:33 - mmengine - INFO - Epoch(val) [5][4960/6282] eta: 0:01:22 time: 0.0620 data_time: 0.0078 memory: 726 2022/08/07 17:05:34 - mmengine - INFO - Epoch(val) [5][4980/6282] eta: 0:01:20 time: 0.0615 data_time: 0.0088 memory: 726 2022/08/07 17:05:36 - mmengine - INFO - Epoch(val) [5][5000/6282] eta: 0:01:45 time: 0.0821 data_time: 0.0067 memory: 726 2022/08/07 17:05:37 - mmengine - INFO - Epoch(val) [5][5020/6282] eta: 0:01:11 time: 0.0570 data_time: 0.0070 memory: 726 2022/08/07 17:05:38 - mmengine - INFO - Epoch(val) [5][5040/6282] eta: 0:01:06 time: 0.0535 data_time: 0.0065 memory: 677 2022/08/07 17:05:39 - mmengine - INFO - Epoch(val) [5][5060/6282] eta: 0:01:08 time: 0.0559 data_time: 0.0068 memory: 677 2022/08/07 17:05:40 - mmengine - INFO - Epoch(val) [5][5080/6282] eta: 0:01:05 time: 0.0542 data_time: 0.0060 memory: 677 2022/08/07 17:05:41 - mmengine - INFO - Epoch(val) [5][5100/6282] eta: 0:01:00 time: 0.0509 data_time: 0.0046 memory: 677 2022/08/07 17:05:42 - mmengine - INFO - Epoch(val) [5][5120/6282] eta: 0:01:01 time: 0.0527 data_time: 0.0076 memory: 677 2022/08/07 17:05:43 - mmengine - INFO - Epoch(val) [5][5140/6282] eta: 0:01:03 time: 0.0553 data_time: 0.0049 memory: 676 2022/08/07 17:05:44 - mmengine - INFO - Epoch(val) [5][5160/6282] eta: 0:01:05 time: 0.0588 data_time: 0.0079 memory: 676 2022/08/07 17:05:46 - mmengine - INFO - Epoch(val) [5][5180/6282] eta: 0:01:01 time: 0.0557 data_time: 0.0060 memory: 676 2022/08/07 17:05:47 - mmengine - INFO - Epoch(val) [5][5200/6282] eta: 0:00:57 time: 0.0533 data_time: 0.0063 memory: 676 2022/08/07 17:05:48 - mmengine - INFO - Epoch(val) [5][5220/6282] eta: 0:00:54 time: 0.0517 data_time: 0.0062 memory: 676 2022/08/07 17:05:49 - mmengine - INFO - Epoch(val) [5][5240/6282] eta: 0:00:55 time: 0.0528 data_time: 0.0051 memory: 676 2022/08/07 17:05:50 - mmengine - INFO - Epoch(val) [5][5260/6282] eta: 0:00:53 time: 0.0520 data_time: 0.0050 memory: 676 2022/08/07 17:05:51 - mmengine - INFO - Epoch(val) [5][5280/6282] eta: 0:00:55 time: 0.0552 data_time: 0.0063 memory: 676 2022/08/07 17:05:52 - mmengine - INFO - Epoch(val) [5][5300/6282] eta: 0:00:54 time: 0.0559 data_time: 0.0059 memory: 676 2022/08/07 17:05:53 - mmengine - INFO - Epoch(val) [5][5320/6282] eta: 0:00:52 time: 0.0550 data_time: 0.0054 memory: 676 2022/08/07 17:05:54 - mmengine - INFO - Epoch(val) [5][5340/6282] eta: 0:00:50 time: 0.0535 data_time: 0.0068 memory: 676 2022/08/07 17:05:56 - mmengine - INFO - Epoch(val) [5][5360/6282] eta: 0:01:11 time: 0.0777 data_time: 0.0076 memory: 676 2022/08/07 17:05:57 - mmengine - INFO - Epoch(val) [5][5380/6282] eta: 0:00:47 time: 0.0522 data_time: 0.0068 memory: 676 2022/08/07 17:05:58 - mmengine - INFO - Epoch(val) [5][5400/6282] eta: 0:00:46 time: 0.0529 data_time: 0.0086 memory: 676 2022/08/07 17:05:59 - mmengine - INFO - Epoch(val) [5][5420/6282] eta: 0:00:44 time: 0.0515 data_time: 0.0080 memory: 676 2022/08/07 17:06:00 - mmengine - INFO - Epoch(val) [5][5440/6282] eta: 0:00:45 time: 0.0536 data_time: 0.0062 memory: 676 2022/08/07 17:06:01 - mmengine - INFO - Epoch(val) [5][5460/6282] eta: 0:00:46 time: 0.0561 data_time: 0.0072 memory: 676 2022/08/07 17:06:02 - mmengine - INFO - Epoch(val) [5][5480/6282] eta: 0:00:39 time: 0.0498 data_time: 0.0054 memory: 676 2022/08/07 17:06:03 - mmengine - INFO - Epoch(val) [5][5500/6282] eta: 0:00:42 time: 0.0547 data_time: 0.0068 memory: 676 2022/08/07 17:06:04 - mmengine - INFO - Epoch(val) [5][5520/6282] eta: 0:00:43 time: 0.0571 data_time: 0.0062 memory: 691 2022/08/07 17:06:06 - mmengine - INFO - Epoch(val) [5][5540/6282] eta: 0:00:44 time: 0.0601 data_time: 0.0065 memory: 691 2022/08/07 17:06:07 - mmengine - INFO - Epoch(val) [5][5560/6282] eta: 0:00:41 time: 0.0573 data_time: 0.0063 memory: 691 2022/08/07 17:06:08 - mmengine - INFO - Epoch(val) [5][5580/6282] eta: 0:00:38 time: 0.0550 data_time: 0.0079 memory: 691 2022/08/07 17:06:09 - mmengine - INFO - Epoch(val) [5][5600/6282] eta: 0:00:38 time: 0.0557 data_time: 0.0062 memory: 691 2022/08/07 17:06:11 - mmengine - INFO - Epoch(val) [5][5620/6282] eta: 0:00:51 time: 0.0783 data_time: 0.0050 memory: 691 2022/08/07 17:06:12 - mmengine - INFO - Epoch(val) [5][5640/6282] eta: 0:00:34 time: 0.0545 data_time: 0.0070 memory: 676 2022/08/07 17:06:13 - mmengine - INFO - Epoch(val) [5][5660/6282] eta: 0:00:35 time: 0.0577 data_time: 0.0068 memory: 676 2022/08/07 17:06:14 - mmengine - INFO - Epoch(val) [5][5680/6282] eta: 0:00:32 time: 0.0545 data_time: 0.0063 memory: 676 2022/08/07 17:06:15 - mmengine - INFO - Epoch(val) [5][5700/6282] eta: 0:00:32 time: 0.0557 data_time: 0.0045 memory: 676 2022/08/07 17:06:16 - mmengine - INFO - Epoch(val) [5][5720/6282] eta: 0:00:30 time: 0.0536 data_time: 0.0076 memory: 705 2022/08/07 17:06:17 - mmengine - INFO - Epoch(val) [5][5740/6282] eta: 0:00:27 time: 0.0512 data_time: 0.0052 memory: 705 2022/08/07 17:06:18 - mmengine - INFO - Epoch(val) [5][5760/6282] eta: 0:00:26 time: 0.0509 data_time: 0.0052 memory: 705 2022/08/07 17:06:19 - mmengine - INFO - Epoch(val) [5][5780/6282] eta: 0:00:26 time: 0.0523 data_time: 0.0052 memory: 705 2022/08/07 17:06:20 - mmengine - INFO - Epoch(val) [5][5800/6282] eta: 0:00:25 time: 0.0519 data_time: 0.0061 memory: 705 2022/08/07 17:06:21 - mmengine - INFO - Epoch(val) [5][5820/6282] eta: 0:00:23 time: 0.0516 data_time: 0.0056 memory: 705 2022/08/07 17:06:23 - mmengine - INFO - Epoch(val) [5][5840/6282] eta: 0:00:26 time: 0.0591 data_time: 0.0076 memory: 691 2022/08/07 17:06:24 - mmengine - INFO - Epoch(val) [5][5860/6282] eta: 0:00:23 time: 0.0564 data_time: 0.0060 memory: 691 2022/08/07 17:06:25 - mmengine - INFO - Epoch(val) [5][5880/6282] eta: 0:00:33 time: 0.0842 data_time: 0.0076 memory: 691 2022/08/07 17:06:26 - mmengine - INFO - Epoch(val) [5][5900/6282] eta: 0:00:20 time: 0.0526 data_time: 0.0060 memory: 691 2022/08/07 17:06:28 - mmengine - INFO - Epoch(val) [5][5920/6282] eta: 0:00:19 time: 0.0547 data_time: 0.0093 memory: 691 2022/08/07 17:06:29 - mmengine - INFO - Epoch(val) [5][5940/6282] eta: 0:00:17 time: 0.0521 data_time: 0.0066 memory: 676 2022/08/07 17:06:30 - mmengine - INFO - Epoch(val) [5][5960/6282] eta: 0:00:16 time: 0.0522 data_time: 0.0060 memory: 676 2022/08/07 17:06:31 - mmengine - INFO - Epoch(val) [5][5980/6282] eta: 0:00:16 time: 0.0552 data_time: 0.0091 memory: 676 2022/08/07 17:06:32 - mmengine - INFO - Epoch(val) [5][6000/6282] eta: 0:00:16 time: 0.0583 data_time: 0.0082 memory: 726 2022/08/07 17:06:33 - mmengine - INFO - Epoch(val) [5][6020/6282] eta: 0:00:15 time: 0.0589 data_time: 0.0065 memory: 726 2022/08/07 17:06:34 - mmengine - INFO - Epoch(val) [5][6040/6282] eta: 0:00:13 time: 0.0571 data_time: 0.0052 memory: 726 2022/08/07 17:06:35 - mmengine - INFO - Epoch(val) [5][6060/6282] eta: 0:00:13 time: 0.0602 data_time: 0.0054 memory: 726 2022/08/07 17:06:37 - mmengine - INFO - Epoch(val) [5][6080/6282] eta: 0:00:17 time: 0.0883 data_time: 0.0069 memory: 726 2022/08/07 17:06:39 - mmengine - INFO - Epoch(val) [5][6100/6282] eta: 0:00:12 time: 0.0674 data_time: 0.0121 memory: 726 2022/08/07 17:06:40 - mmengine - INFO - Epoch(val) [5][6120/6282] eta: 0:00:15 time: 0.0948 data_time: 0.0456 memory: 726 2022/08/07 17:06:42 - mmengine - INFO - Epoch(val) [5][6140/6282] eta: 0:00:11 time: 0.0839 data_time: 0.0329 memory: 726 2022/08/07 17:06:44 - mmengine - INFO - Epoch(val) [5][6160/6282] eta: 0:00:11 time: 0.0960 data_time: 0.0491 memory: 726 2022/08/07 17:06:46 - mmengine - INFO - Epoch(val) [5][6180/6282] eta: 0:00:08 time: 0.0849 data_time: 0.0319 memory: 726 2022/08/07 17:06:47 - mmengine - INFO - Epoch(val) [5][6200/6282] eta: 0:00:04 time: 0.0563 data_time: 0.0049 memory: 726 2022/08/07 17:06:48 - mmengine - INFO - Epoch(val) [5][6220/6282] eta: 0:00:03 time: 0.0547 data_time: 0.0050 memory: 726 2022/08/07 17:06:49 - mmengine - INFO - Epoch(val) [5][6240/6282] eta: 0:00:02 time: 0.0543 data_time: 0.0059 memory: 726 2022/08/07 17:06:50 - mmengine - INFO - Epoch(val) [5][6260/6282] eta: 0:00:01 time: 0.0525 data_time: 0.0065 memory: 726 2022/08/07 17:06:51 - mmengine - INFO - Epoch(val) [5][6280/6282] eta: 0:00:00 time: 0.0442 data_time: 0.0035 memory: 726 2022/08/07 17:11:37 - mmengine - INFO - Epoch(val) [5][6282/6282] mAP/mAP@0.5IOU: 0.2411 2022/08/07 17:11:37 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_5.pth is removed 2022/08/07 17:11:40 - mmengine - INFO - The best checkpoint with 0.2411 mAP/mAP@0.5IOU at 6 epoch is saved to best_mAP/mAP@0.5IOU_epoch_6.pth. 2022/08/07 17:12:04 - mmengine - INFO - Epoch(train) [6][20/1441] lr: 2.0000e-01 eta: 6:09:39 time: 1.1785 data_time: 0.3610 memory: 18616 grad_norm: 0.1021 recall@thr=0.5: 0.6646 prec@thr=0.5: 0.7683 recall@top3: 0.8171 prec@top3: 0.7236 recall@top5: 0.9146 prec@top5: 0.5024 loss_action_cls: 0.0479 loss: 0.0479 2022/08/07 17:12:22 - mmengine - INFO - Epoch(train) [6][40/1441] lr: 2.0000e-01 eta: 6:09:09 time: 0.8818 data_time: 0.0520 memory: 18616 grad_norm: 0.1133 recall@thr=0.5: 0.7004 prec@thr=0.5: 0.7857 recall@top3: 0.7917 prec@top3: 0.6032 recall@top5: 0.9683 prec@top5: 0.4571 loss_action_cls: 0.0461 loss: 0.0461 2022/08/07 17:12:40 - mmengine - INFO - Epoch(train) [6][60/1441] lr: 2.0000e-01 eta: 6:08:42 time: 0.9134 data_time: 0.0526 memory: 18616 grad_norm: 0.1098 recall@thr=0.5: 0.5705 prec@thr=0.5: 0.7179 recall@top3: 0.7286 prec@top3: 0.5983 recall@top5: 0.8291 prec@top5: 0.4205 loss_action_cls: 0.0492 loss: 0.0492 2022/08/07 17:12:58 - mmengine - INFO - Epoch(train) [6][80/1441] lr: 2.0000e-01 eta: 6:08:14 time: 0.9059 data_time: 0.0606 memory: 18616 grad_norm: 0.1104 recall@thr=0.5: 0.6417 prec@thr=0.5: 0.8351 recall@top3: 0.8535 prec@top3: 0.7361 recall@top5: 0.9330 prec@top5: 0.4875 loss_action_cls: 0.0462 loss: 0.0462 2022/08/07 17:13:15 - mmengine - INFO - Epoch(train) [6][100/1441] lr: 2.0000e-01 eta: 6:07:45 time: 0.8676 data_time: 0.0575 memory: 18616 grad_norm: 0.1178 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7540 recall@top3: 0.7143 prec@top3: 0.6032 recall@top5: 0.9246 prec@top5: 0.4762 loss_action_cls: 0.0507 loss: 0.0507 2022/08/07 17:13:32 - mmengine - INFO - Epoch(train) [6][120/1441] lr: 2.0000e-01 eta: 6:07:14 time: 0.8563 data_time: 0.0466 memory: 18616 grad_norm: 0.1089 recall@thr=0.5: 0.6125 prec@thr=0.5: 0.7917 recall@top3: 0.7292 prec@top3: 0.6583 recall@top5: 0.9417 prec@top5: 0.5100 loss_action_cls: 0.0483 loss: 0.0483 2022/08/07 17:13:50 - mmengine - INFO - Epoch(train) [6][140/1441] lr: 2.0000e-01 eta: 6:06:44 time: 0.8539 data_time: 0.0397 memory: 18616 grad_norm: 0.1097 recall@thr=0.5: 0.7454 prec@thr=0.5: 0.7809 recall@top3: 0.7608 prec@top3: 0.5988 recall@top5: 0.9244 prec@top5: 0.4593 loss_action_cls: 0.0488 loss: 0.0488 2022/08/07 17:14:07 - mmengine - INFO - Epoch(train) [6][160/1441] lr: 2.0000e-01 eta: 6:06:13 time: 0.8504 data_time: 0.0413 memory: 18616 grad_norm: 0.1020 recall@thr=0.5: 0.7579 prec@thr=0.5: 0.8373 recall@top3: 0.8492 prec@top3: 0.7381 recall@top5: 0.9881 prec@top5: 0.5143 loss_action_cls: 0.0451 loss: 0.0451 2022/08/07 17:14:24 - mmengine - INFO - Epoch(train) [6][180/1441] lr: 2.0000e-01 eta: 6:05:43 time: 0.8628 data_time: 0.0344 memory: 18616 grad_norm: 0.1116 recall@thr=0.5: 0.6690 prec@thr=0.5: 0.8631 recall@top3: 0.7301 prec@top3: 0.7679 recall@top5: 0.8946 prec@top5: 0.5786 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 17:14:41 - mmengine - INFO - Epoch(train) [6][200/1441] lr: 2.0000e-01 eta: 6:05:13 time: 0.8494 data_time: 0.0331 memory: 18616 grad_norm: 0.1040 recall@thr=0.5: 0.7537 prec@thr=0.5: 0.8395 recall@top3: 0.7929 prec@top3: 0.6914 recall@top5: 0.9062 prec@top5: 0.4815 loss_action_cls: 0.0481 loss: 0.0481 2022/08/07 17:14:58 - mmengine - INFO - Epoch(train) [6][220/1441] lr: 2.0000e-01 eta: 6:04:43 time: 0.8565 data_time: 0.0328 memory: 18616 grad_norm: 0.1215 recall@thr=0.5: 0.7280 prec@thr=0.5: 0.6903 recall@top3: 0.7547 prec@top3: 0.5975 recall@top5: 0.9104 prec@top5: 0.4491 loss_action_cls: 0.0489 loss: 0.0489 2022/08/07 17:15:16 - mmengine - INFO - Epoch(train) [6][240/1441] lr: 2.0000e-01 eta: 6:04:14 time: 0.8869 data_time: 0.0613 memory: 18616 grad_norm: 0.1207 recall@thr=0.5: 0.5789 prec@thr=0.5: 0.6930 recall@top3: 0.6754 prec@top3: 0.5088 recall@top5: 0.8713 prec@top5: 0.4246 loss_action_cls: 0.0459 loss: 0.0459 2022/08/07 17:16:23 - mmengine - INFO - Epoch(train) [6][260/1441] lr: 2.0000e-01 eta: 6:06:08 time: 3.3727 data_time: 0.4637 memory: 18616 grad_norm: 0.1069 recall@thr=0.5: 0.7360 prec@thr=0.5: 0.8409 recall@top3: 0.7943 prec@top3: 0.7197 recall@top5: 0.8943 prec@top5: 0.5000 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 17:17:03 - mmengine - INFO - Epoch(train) [6][280/1441] lr: 2.0000e-01 eta: 6:06:43 time: 1.9945 data_time: 0.2457 memory: 18616 grad_norm: 0.1013 recall@thr=0.5: 0.7482 prec@thr=0.5: 0.7554 recall@top3: 0.8279 prec@top3: 0.6739 recall@top5: 0.9873 prec@top5: 0.4957 loss_action_cls: 0.0481 loss: 0.0481 2022/08/07 17:17:21 - mmengine - INFO - Epoch(train) [6][300/1441] lr: 2.0000e-01 eta: 6:06:16 time: 0.9172 data_time: 0.0449 memory: 18616 grad_norm: 0.1033 recall@thr=0.5: 0.7074 prec@thr=0.5: 0.7752 recall@top3: 0.8145 prec@top3: 0.6596 recall@top5: 0.9681 prec@top5: 0.4936 loss_action_cls: 0.0463 loss: 0.0463 2022/08/07 17:17:38 - mmengine - INFO - Epoch(train) [6][320/1441] lr: 2.0000e-01 eta: 6:05:45 time: 0.8502 data_time: 0.0391 memory: 18616 grad_norm: 0.1051 recall@thr=0.5: 0.6950 prec@thr=0.5: 0.8000 recall@top3: 0.7950 prec@top3: 0.7333 recall@top5: 0.9450 prec@top5: 0.5360 loss_action_cls: 0.0456 loss: 0.0456 2022/08/07 17:17:56 - mmengine - INFO - Epoch(train) [6][340/1441] lr: 2.0000e-01 eta: 6:05:15 time: 0.8660 data_time: 0.0384 memory: 18616 grad_norm: 0.1131 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8616 recall@top3: 0.8378 prec@top3: 0.8274 recall@top5: 0.9435 prec@top5: 0.5750 loss_action_cls: 0.0446 loss: 0.0446 2022/08/07 17:18:13 - mmengine - INFO - Epoch(train) [6][360/1441] lr: 2.0000e-01 eta: 6:04:44 time: 0.8438 data_time: 0.0342 memory: 18616 grad_norm: 0.1080 recall@thr=0.5: 0.7766 prec@thr=0.5: 0.8320 recall@top3: 0.7940 prec@top3: 0.6302 recall@top5: 0.9271 prec@top5: 0.4625 loss_action_cls: 0.0470 loss: 0.0470 2022/08/07 17:18:31 - mmengine - INFO - Epoch(train) [6][380/1441] lr: 2.0000e-01 eta: 6:04:18 time: 0.9305 data_time: 0.0433 memory: 18616 grad_norm: 0.1123 recall@thr=0.5: 0.6367 prec@thr=0.5: 0.8068 recall@top3: 0.7902 prec@top3: 0.6742 recall@top5: 0.9072 prec@top5: 0.4727 loss_action_cls: 0.0471 loss: 0.0471 2022/08/07 17:18:50 - mmengine - INFO - Epoch(train) [6][400/1441] lr: 2.0000e-01 eta: 6:03:52 time: 0.9305 data_time: 0.0314 memory: 18616 grad_norm: 0.1116 recall@thr=0.5: 0.7132 prec@thr=0.5: 0.7287 recall@top3: 0.7946 prec@top3: 0.5736 recall@top5: 0.9806 prec@top5: 0.4326 loss_action_cls: 0.0454 loss: 0.0454 2022/08/07 17:19:09 - mmengine - INFO - Epoch(train) [6][420/1441] lr: 2.0000e-01 eta: 6:03:29 time: 0.9844 data_time: 0.1842 memory: 18616 grad_norm: 0.1140 recall@thr=0.5: 0.6952 prec@thr=0.5: 0.8421 recall@top3: 0.7807 prec@top3: 0.6667 recall@top5: 0.9079 prec@top5: 0.4789 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 17:19:27 - mmengine - INFO - Epoch(train) [6][440/1441] lr: 2.0000e-01 eta: 6:03:00 time: 0.8892 data_time: 0.0420 memory: 18616 grad_norm: 0.1055 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.8063 recall@top3: 0.8694 prec@top3: 0.6036 recall@top5: 0.9459 prec@top5: 0.4054 loss_action_cls: 0.0445 loss: 0.0445 2022/08/07 17:19:44 - mmengine - INFO - Epoch(train) [6][460/1441] lr: 2.0000e-01 eta: 6:02:29 time: 0.8324 data_time: 0.0362 memory: 18616 grad_norm: 0.1100 recall@thr=0.5: 0.7652 prec@thr=0.5: 0.8389 recall@top3: 0.8304 prec@top3: 0.7704 recall@top5: 0.9500 prec@top5: 0.5467 loss_action_cls: 0.0461 loss: 0.0461 2022/08/07 17:20:01 - mmengine - INFO - Epoch(train) [6][480/1441] lr: 2.0000e-01 eta: 6:01:58 time: 0.8478 data_time: 0.0356 memory: 18616 grad_norm: 0.1118 recall@thr=0.5: 0.6542 prec@thr=0.5: 0.7876 recall@top3: 0.8183 prec@top3: 0.5882 recall@top5: 0.9007 prec@top5: 0.4039 loss_action_cls: 0.0488 loss: 0.0488 2022/08/07 17:20:19 - mmengine - INFO - Epoch(train) [6][500/1441] lr: 2.0000e-01 eta: 6:01:30 time: 0.8862 data_time: 0.0416 memory: 18616 grad_norm: 0.1094 recall@thr=0.5: 0.6376 prec@thr=0.5: 0.6111 recall@top3: 0.7423 prec@top3: 0.6838 recall@top5: 0.8658 prec@top5: 0.4769 loss_action_cls: 0.0482 loss: 0.0482 2022/08/07 17:20:35 - mmengine - INFO - Epoch(train) [6][520/1441] lr: 2.0000e-01 eta: 6:00:58 time: 0.8258 data_time: 0.0370 memory: 18616 grad_norm: 0.1126 recall@thr=0.5: 0.7145 prec@thr=0.5: 0.8596 recall@top3: 0.8441 prec@top3: 0.6790 recall@top5: 0.9630 prec@top5: 0.4815 loss_action_cls: 0.0455 loss: 0.0455 2022/08/07 17:20:53 - mmengine - INFO - Epoch(train) [6][540/1441] lr: 2.0000e-01 eta: 6:00:29 time: 0.8713 data_time: 0.0345 memory: 18616 grad_norm: 0.1027 recall@thr=0.5: 0.6556 prec@thr=0.5: 0.8585 recall@top3: 0.7905 prec@top3: 0.7619 recall@top5: 0.9032 prec@top5: 0.5270 loss_action_cls: 0.0465 loss: 0.0465 2022/08/07 17:21:10 - mmengine - INFO - Epoch(train) [6][560/1441] lr: 2.0000e-01 eta: 6:00:01 time: 0.8855 data_time: 0.0331 memory: 18616 grad_norm: 0.0997 recall@thr=0.5: 0.6532 prec@thr=0.5: 0.8262 recall@top3: 0.7755 prec@top3: 0.6667 recall@top5: 0.9433 prec@top5: 0.4979 loss_action_cls: 0.0494 loss: 0.0494 2022/08/07 17:21:27 - mmengine - INFO - Epoch(train) [6][580/1441] lr: 2.0000e-01 eta: 5:59:30 time: 0.8325 data_time: 0.0391 memory: 18616 grad_norm: 0.1101 recall@thr=0.5: 0.7603 prec@thr=0.5: 0.8587 recall@top3: 0.8115 prec@top3: 0.7487 recall@top5: 0.9615 prec@top5: 0.5385 loss_action_cls: 0.0453 loss: 0.0453 2022/08/07 17:21:44 - mmengine - INFO - Epoch(train) [6][600/1441] lr: 2.0000e-01 eta: 5:59:01 time: 0.8576 data_time: 0.0341 memory: 18616 grad_norm: 0.1076 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.6898 recall@top3: 0.7083 prec@top3: 0.5833 recall@top5: 0.9583 prec@top5: 0.4667 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 17:22:02 - mmengine - INFO - Epoch(train) [6][620/1441] lr: 2.0000e-01 eta: 5:58:32 time: 0.8739 data_time: 0.0460 memory: 18616 grad_norm: 0.1089 recall@thr=0.5: 0.7722 prec@thr=0.5: 0.6389 recall@top3: 0.8528 prec@top3: 0.5722 recall@top5: 0.9611 prec@top5: 0.3933 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 17:22:18 - mmengine - INFO - Epoch(train) [6][640/1441] lr: 2.0000e-01 eta: 5:58:02 time: 0.8379 data_time: 0.0341 memory: 18616 grad_norm: 0.1058 recall@thr=0.5: 0.7214 prec@thr=0.5: 0.7579 recall@top3: 0.8036 prec@top3: 0.6905 recall@top5: 0.9143 prec@top5: 0.4810 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 17:22:35 - mmengine - INFO - Epoch(train) [6][660/1441] lr: 2.0000e-01 eta: 5:57:31 time: 0.8410 data_time: 0.0318 memory: 18616 grad_norm: 0.1135 recall@thr=0.5: 0.5312 prec@thr=0.5: 0.7054 recall@top3: 0.7679 prec@top3: 0.6786 recall@top5: 0.8988 prec@top5: 0.5000 loss_action_cls: 0.0504 loss: 0.0504 2022/08/07 17:22:52 - mmengine - INFO - Epoch(train) [6][680/1441] lr: 2.0000e-01 eta: 5:57:02 time: 0.8617 data_time: 0.0432 memory: 18616 grad_norm: 0.1115 recall@thr=0.5: 0.7192 prec@thr=0.5: 0.7681 recall@top3: 0.8043 prec@top3: 0.7029 recall@top5: 0.9203 prec@top5: 0.4913 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 17:23:10 - mmengine - INFO - Epoch(train) [6][700/1441] lr: 2.0000e-01 eta: 5:56:34 time: 0.8773 data_time: 0.0336 memory: 18616 grad_norm: 0.1144 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.8254 recall@top3: 0.8929 prec@top3: 0.7302 recall@top5: 0.9603 prec@top5: 0.4810 loss_action_cls: 0.0467 loss: 0.0467 2022/08/07 17:23:27 - mmengine - INFO - Epoch(train) [6][720/1441] lr: 2.0000e-01 eta: 5:56:06 time: 0.8701 data_time: 0.0420 memory: 18616 grad_norm: 0.1067 recall@thr=0.5: 0.7069 prec@thr=0.5: 0.8388 recall@top3: 0.8109 prec@top3: 0.6377 recall@top5: 0.9272 prec@top5: 0.4522 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 17:23:45 - mmengine - INFO - Epoch(train) [6][740/1441] lr: 2.0000e-01 eta: 5:55:37 time: 0.8668 data_time: 0.0330 memory: 18616 grad_norm: 0.1059 recall@thr=0.5: 0.7311 prec@thr=0.5: 0.7932 recall@top3: 0.8655 prec@top3: 0.6515 recall@top5: 0.9640 prec@top5: 0.4409 loss_action_cls: 0.0472 loss: 0.0472 2022/08/07 17:24:01 - mmengine - INFO - Epoch(train) [6][760/1441] lr: 2.0000e-01 eta: 5:55:07 time: 0.8348 data_time: 0.0374 memory: 18616 grad_norm: 0.1078 recall@thr=0.5: 0.5967 prec@thr=0.5: 0.6485 recall@top3: 0.7603 prec@top3: 0.5758 recall@top5: 0.9024 prec@top5: 0.4255 loss_action_cls: 0.0502 loss: 0.0502 2022/08/07 17:24:18 - mmengine - INFO - Epoch(train) [6][780/1441] lr: 2.0000e-01 eta: 5:54:38 time: 0.8525 data_time: 0.0320 memory: 18616 grad_norm: 0.1034 recall@thr=0.5: 0.7632 prec@thr=0.5: 0.7643 recall@top3: 0.8246 prec@top3: 0.7018 recall@top5: 0.9108 prec@top5: 0.4772 loss_action_cls: 0.0475 loss: 0.0475 2022/08/07 17:24:31 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 17:24:35 - mmengine - INFO - Epoch(train) [6][800/1441] lr: 2.0000e-01 eta: 5:54:06 time: 0.8156 data_time: 0.0333 memory: 18616 grad_norm: 0.1093 recall@thr=0.5: 0.7038 prec@thr=0.5: 0.7992 recall@top3: 0.8117 prec@top3: 0.6894 recall@top5: 0.9159 prec@top5: 0.4955 loss_action_cls: 0.0495 loss: 0.0495 2022/08/07 17:24:52 - mmengine - INFO - Epoch(train) [6][820/1441] lr: 2.0000e-01 eta: 5:53:37 time: 0.8522 data_time: 0.0346 memory: 18616 grad_norm: 0.1028 recall@thr=0.5: 0.6721 prec@thr=0.5: 0.8623 recall@top3: 0.8786 prec@top3: 0.7971 recall@top5: 0.9746 prec@top5: 0.5391 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 17:25:09 - mmengine - INFO - Epoch(train) [6][840/1441] lr: 2.0000e-01 eta: 5:53:09 time: 0.8586 data_time: 0.0355 memory: 18616 grad_norm: 0.1064 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.8889 recall@top3: 0.9241 prec@top3: 0.7852 recall@top5: 0.9667 prec@top5: 0.4978 loss_action_cls: 0.0429 loss: 0.0429 2022/08/07 17:25:26 - mmengine - INFO - Epoch(train) [6][860/1441] lr: 2.0000e-01 eta: 5:52:39 time: 0.8387 data_time: 0.0414 memory: 18616 grad_norm: 0.1072 recall@thr=0.5: 0.7773 prec@thr=0.5: 0.8546 recall@top3: 0.8571 prec@top3: 0.6738 recall@top5: 0.9560 prec@top5: 0.4553 loss_action_cls: 0.0484 loss: 0.0484 2022/08/07 17:25:43 - mmengine - INFO - Epoch(train) [6][880/1441] lr: 2.0000e-01 eta: 5:52:09 time: 0.8454 data_time: 0.0389 memory: 18616 grad_norm: 0.1041 recall@thr=0.5: 0.6174 prec@thr=0.5: 0.6061 recall@top3: 0.7121 prec@top3: 0.5152 recall@top5: 0.8523 prec@top5: 0.3909 loss_action_cls: 0.0475 loss: 0.0475 2022/08/07 17:26:00 - mmengine - INFO - Epoch(train) [6][900/1441] lr: 2.0000e-01 eta: 5:51:40 time: 0.8502 data_time: 0.0344 memory: 18616 grad_norm: 0.1024 recall@thr=0.5: 0.6740 prec@thr=0.5: 0.8333 recall@top3: 0.7892 prec@top3: 0.6078 recall@top5: 0.9363 prec@top5: 0.4412 loss_action_cls: 0.0492 loss: 0.0492 2022/08/07 17:26:16 - mmengine - INFO - Epoch(train) [6][920/1441] lr: 2.0000e-01 eta: 5:51:11 time: 0.8431 data_time: 0.0325 memory: 18616 grad_norm: 0.1051 recall@thr=0.5: 0.6356 prec@thr=0.5: 0.7091 recall@top3: 0.7827 prec@top3: 0.6209 recall@top5: 0.9248 prec@top5: 0.4549 loss_action_cls: 0.0481 loss: 0.0481 2022/08/07 17:26:33 - mmengine - INFO - Epoch(train) [6][940/1441] lr: 2.0000e-01 eta: 5:50:42 time: 0.8392 data_time: 0.0339 memory: 18616 grad_norm: 0.1114 recall@thr=0.5: 0.6648 prec@thr=0.5: 0.7185 recall@top3: 0.7500 prec@top3: 0.5630 recall@top5: 0.9130 prec@top5: 0.4311 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 17:26:50 - mmengine - INFO - Epoch(train) [6][960/1441] lr: 2.0000e-01 eta: 5:50:13 time: 0.8543 data_time: 0.0476 memory: 18616 grad_norm: 0.1021 recall@thr=0.5: 0.8301 prec@thr=0.5: 0.8693 recall@top3: 0.8529 prec@top3: 0.6601 recall@top5: 0.9837 prec@top5: 0.4706 loss_action_cls: 0.0459 loss: 0.0459 2022/08/07 17:27:07 - mmengine - INFO - Epoch(train) [6][980/1441] lr: 2.0000e-01 eta: 5:49:43 time: 0.8319 data_time: 0.0321 memory: 18616 grad_norm: 0.1073 recall@thr=0.5: 0.6493 prec@thr=0.5: 0.7344 recall@top3: 0.7188 prec@top3: 0.6319 recall@top5: 0.8177 prec@top5: 0.4333 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 17:27:24 - mmengine - INFO - Epoch(train) [6][1000/1441] lr: 2.0000e-01 eta: 5:49:14 time: 0.8427 data_time: 0.0370 memory: 18616 grad_norm: 0.1096 recall@thr=0.5: 0.7284 prec@thr=0.5: 0.8519 recall@top3: 0.8503 prec@top3: 0.8210 recall@top5: 0.9429 prec@top5: 0.5593 loss_action_cls: 0.0436 loss: 0.0436 2022/08/07 17:27:41 - mmengine - INFO - Epoch(train) [6][1020/1441] lr: 2.0000e-01 eta: 5:48:46 time: 0.8672 data_time: 0.0340 memory: 18616 grad_norm: 0.1054 recall@thr=0.5: 0.6858 prec@thr=0.5: 0.5938 recall@top3: 0.7985 prec@top3: 0.5988 recall@top5: 0.9556 prec@top5: 0.4296 loss_action_cls: 0.0459 loss: 0.0459 2022/08/07 17:27:58 - mmengine - INFO - Epoch(train) [6][1040/1441] lr: 2.0000e-01 eta: 5:48:19 time: 0.8645 data_time: 0.0347 memory: 18616 grad_norm: 0.1071 recall@thr=0.5: 0.7846 prec@thr=0.5: 0.8333 recall@top3: 0.8516 prec@top3: 0.6504 recall@top5: 0.9593 prec@top5: 0.4390 loss_action_cls: 0.0470 loss: 0.0470 2022/08/07 17:28:16 - mmengine - INFO - Epoch(train) [6][1060/1441] lr: 2.0000e-01 eta: 5:47:51 time: 0.8635 data_time: 0.0474 memory: 18616 grad_norm: 0.1009 recall@thr=0.5: 0.7589 prec@thr=0.5: 0.8156 recall@top3: 0.8670 prec@top3: 0.7021 recall@top5: 0.9681 prec@top5: 0.4809 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 17:28:33 - mmengine - INFO - Epoch(train) [6][1080/1441] lr: 2.0000e-01 eta: 5:47:23 time: 0.8752 data_time: 0.0333 memory: 18616 grad_norm: 0.1019 recall@thr=0.5: 0.6138 prec@thr=0.5: 0.7602 recall@top3: 0.7195 prec@top3: 0.7236 recall@top5: 0.8659 prec@top5: 0.5268 loss_action_cls: 0.0475 loss: 0.0475 2022/08/07 17:28:50 - mmengine - INFO - Epoch(train) [6][1100/1441] lr: 2.0000e-01 eta: 5:46:55 time: 0.8460 data_time: 0.0402 memory: 18616 grad_norm: 0.1139 recall@thr=0.5: 0.6647 prec@thr=0.5: 0.8016 recall@top3: 0.8552 prec@top3: 0.7222 recall@top5: 0.9286 prec@top5: 0.4810 loss_action_cls: 0.0445 loss: 0.0445 2022/08/07 17:29:08 - mmengine - INFO - Epoch(train) [6][1120/1441] lr: 2.0000e-01 eta: 5:46:28 time: 0.8828 data_time: 0.0332 memory: 18616 grad_norm: 0.1128 recall@thr=0.5: 0.7004 prec@thr=0.5: 0.8014 recall@top3: 0.8103 prec@top3: 0.7021 recall@top5: 0.9610 prec@top5: 0.4766 loss_action_cls: 0.0418 loss: 0.0418 2022/08/07 17:29:24 - mmengine - INFO - Epoch(train) [6][1140/1441] lr: 2.0000e-01 eta: 5:45:59 time: 0.8340 data_time: 0.0349 memory: 18616 grad_norm: 0.1030 recall@thr=0.5: 0.7108 prec@thr=0.5: 0.8219 recall@top3: 0.8105 prec@top3: 0.6405 recall@top5: 0.9559 prec@top5: 0.4745 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 17:29:41 - mmengine - INFO - Epoch(train) [6][1160/1441] lr: 2.0000e-01 eta: 5:45:30 time: 0.8462 data_time: 0.0343 memory: 18616 grad_norm: 0.1117 recall@thr=0.5: 0.7912 prec@thr=0.5: 0.8328 recall@top3: 0.8304 prec@top3: 0.6471 recall@top5: 0.9377 prec@top5: 0.4647 loss_action_cls: 0.0451 loss: 0.0451 2022/08/07 17:29:59 - mmengine - INFO - Epoch(train) [6][1180/1441] lr: 2.0000e-01 eta: 5:45:02 time: 0.8513 data_time: 0.0349 memory: 18616 grad_norm: 0.1065 recall@thr=0.5: 0.7569 prec@thr=0.5: 0.7882 recall@top3: 0.8194 prec@top3: 0.6528 recall@top5: 0.9132 prec@top5: 0.4417 loss_action_cls: 0.0497 loss: 0.0497 2022/08/07 17:30:16 - mmengine - INFO - Epoch(train) [6][1200/1441] lr: 2.0000e-01 eta: 5:44:36 time: 0.8841 data_time: 0.0536 memory: 18616 grad_norm: 0.1107 recall@thr=0.5: 0.5317 prec@thr=0.5: 0.7698 recall@top3: 0.8373 prec@top3: 0.6667 recall@top5: 0.9425 prec@top5: 0.4762 loss_action_cls: 0.0454 loss: 0.0454 2022/08/07 17:30:33 - mmengine - INFO - Epoch(train) [6][1220/1441] lr: 2.0000e-01 eta: 5:44:07 time: 0.8404 data_time: 0.0383 memory: 18616 grad_norm: 0.1087 recall@thr=0.5: 0.5405 prec@thr=0.5: 0.6172 recall@top3: 0.6241 prec@top3: 0.5632 recall@top5: 0.8379 prec@top5: 0.4517 loss_action_cls: 0.0457 loss: 0.0457 2022/08/07 17:30:50 - mmengine - INFO - Epoch(train) [6][1240/1441] lr: 2.0000e-01 eta: 5:43:40 time: 0.8672 data_time: 0.0423 memory: 18616 grad_norm: 0.1153 recall@thr=0.5: 0.6541 prec@thr=0.5: 0.8618 recall@top3: 0.8431 prec@top3: 0.6992 recall@top5: 0.9110 prec@top5: 0.4732 loss_action_cls: 0.0472 loss: 0.0472 2022/08/07 17:31:08 - mmengine - INFO - Epoch(train) [6][1260/1441] lr: 2.0000e-01 eta: 5:43:14 time: 0.8884 data_time: 0.0358 memory: 18616 grad_norm: 0.1125 recall@thr=0.5: 0.6793 prec@thr=0.5: 0.7029 recall@top3: 0.7880 prec@top3: 0.5942 recall@top5: 0.9511 prec@top5: 0.4522 loss_action_cls: 0.0481 loss: 0.0481 2022/08/07 17:31:25 - mmengine - INFO - Epoch(train) [6][1280/1441] lr: 2.0000e-01 eta: 5:42:45 time: 0.8409 data_time: 0.0362 memory: 18616 grad_norm: 0.1029 recall@thr=0.5: 0.7485 prec@thr=0.5: 0.8199 recall@top3: 0.8244 prec@top3: 0.6488 recall@top5: 0.9658 prec@top5: 0.4643 loss_action_cls: 0.0460 loss: 0.0460 2022/08/07 17:31:42 - mmengine - INFO - Epoch(train) [6][1300/1441] lr: 2.0000e-01 eta: 5:42:17 time: 0.8370 data_time: 0.0377 memory: 18616 grad_norm: 0.1069 recall@thr=0.5: 0.7701 prec@thr=0.5: 0.6954 recall@top3: 0.7787 prec@top3: 0.5747 recall@top5: 0.9368 prec@top5: 0.4414 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 17:31:59 - mmengine - INFO - Epoch(train) [6][1320/1441] lr: 2.0000e-01 eta: 5:41:50 time: 0.8706 data_time: 0.0462 memory: 18616 grad_norm: 0.1132 recall@thr=0.5: 0.7138 prec@thr=0.5: 0.8538 recall@top3: 0.8203 prec@top3: 0.7538 recall@top5: 0.9333 prec@top5: 0.5323 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 17:32:17 - mmengine - INFO - Epoch(train) [6][1340/1441] lr: 2.0000e-01 eta: 5:41:24 time: 0.8834 data_time: 0.0380 memory: 18616 grad_norm: 0.1090 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.7274 recall@top3: 0.7594 prec@top3: 0.6250 recall@top5: 0.9049 prec@top5: 0.4417 loss_action_cls: 0.0469 loss: 0.0469 2022/08/07 17:32:35 - mmengine - INFO - Epoch(train) [6][1360/1441] lr: 2.0000e-01 eta: 5:40:58 time: 0.8959 data_time: 0.0386 memory: 18616 grad_norm: 0.1072 recall@thr=0.5: 0.7141 prec@thr=0.5: 0.7830 recall@top3: 0.8366 prec@top3: 0.6732 recall@top5: 0.9493 prec@top5: 0.4510 loss_action_cls: 0.0459 loss: 0.0459 2022/08/07 17:32:52 - mmengine - INFO - Epoch(train) [6][1380/1441] lr: 2.0000e-01 eta: 5:40:30 time: 0.8505 data_time: 0.0380 memory: 18616 grad_norm: 0.1061 recall@thr=0.5: 0.7306 prec@thr=0.5: 0.8133 recall@top3: 0.8219 prec@top3: 0.7099 recall@top5: 0.9571 prec@top5: 0.5000 loss_action_cls: 0.0482 loss: 0.0482 2022/08/07 17:33:08 - mmengine - INFO - Epoch(train) [6][1400/1441] lr: 2.0000e-01 eta: 5:40:02 time: 0.8406 data_time: 0.0365 memory: 18616 grad_norm: 0.1069 recall@thr=0.5: 0.6837 prec@thr=0.5: 0.8044 recall@top3: 0.7976 prec@top3: 0.6803 recall@top5: 0.9507 prec@top5: 0.4980 loss_action_cls: 0.0459 loss: 0.0459 2022/08/07 17:33:25 - mmengine - INFO - Epoch(train) [6][1420/1441] lr: 2.0000e-01 eta: 5:39:34 time: 0.8466 data_time: 0.0386 memory: 18616 grad_norm: 0.1106 recall@thr=0.5: 0.7452 prec@thr=0.5: 0.7772 recall@top3: 0.8093 prec@top3: 0.6410 recall@top5: 0.9439 prec@top5: 0.4577 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 17:33:42 - mmengine - INFO - Epoch(train) [6][1440/1441] lr: 2.0000e-01 eta: 5:39:06 time: 0.8461 data_time: 0.0358 memory: 18616 grad_norm: 0.1120 recall@thr=0.5: 0.7523 prec@thr=0.5: 0.8704 recall@top3: 0.8333 prec@top3: 0.6759 recall@top5: 0.8889 prec@top5: 0.4444 loss_action_cls: 0.0453 loss: 0.0453 2022/08/07 17:33:43 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 17:33:43 - mmengine - INFO - Epoch(train) [6][1441/1441] lr: 2.0000e-01 eta: 5:39:06 time: 0.8306 data_time: 0.0351 memory: 9568 grad_norm: 0.1127 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.8095 recall@top3: 0.8016 prec@top3: 0.6667 recall@top5: 0.9683 prec@top5: 0.5048 loss_action_cls: 0.0442 loss: 0.0442 2022/08/07 17:33:43 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/08/07 17:33:49 - mmengine - INFO - Epoch(val) [6][20/6282] eta: 0:07:23 time: 0.0708 data_time: 0.0221 memory: 663 2022/08/07 17:33:51 - mmengine - INFO - Epoch(val) [6][40/6282] eta: 0:07:12 time: 0.0693 data_time: 0.0054 memory: 663 2022/08/07 17:33:51 - mmengine - INFO - Epoch(val) [6][60/6282] eta: 0:05:05 time: 0.0492 data_time: 0.0072 memory: 663 2022/08/07 17:33:53 - mmengine - INFO - Epoch(val) [6][80/6282] eta: 0:05:10 time: 0.0501 data_time: 0.0064 memory: 663 2022/08/07 17:33:53 - mmengine - INFO - Epoch(val) [6][100/6282] eta: 0:04:57 time: 0.0482 data_time: 0.0050 memory: 663 2022/08/07 17:33:55 - mmengine - INFO - Epoch(val) [6][120/6282] eta: 0:05:49 time: 0.0567 data_time: 0.0058 memory: 726 2022/08/07 17:33:56 - mmengine - INFO - Epoch(val) [6][140/6282] eta: 0:05:59 time: 0.0586 data_time: 0.0057 memory: 726 2022/08/07 17:33:57 - mmengine - INFO - Epoch(val) [6][160/6282] eta: 0:06:40 time: 0.0655 data_time: 0.0119 memory: 726 2022/08/07 17:33:58 - mmengine - INFO - Epoch(val) [6][180/6282] eta: 0:06:47 time: 0.0668 data_time: 0.0077 memory: 726 2022/08/07 17:34:00 - mmengine - INFO - Epoch(val) [6][200/6282] eta: 0:06:56 time: 0.0684 data_time: 0.0084 memory: 726 2022/08/07 17:34:01 - mmengine - INFO - Epoch(val) [6][220/6282] eta: 0:05:01 time: 0.0497 data_time: 0.0062 memory: 676 2022/08/07 17:34:02 - mmengine - INFO - Epoch(val) [6][240/6282] eta: 0:05:09 time: 0.0512 data_time: 0.0077 memory: 676 2022/08/07 17:34:03 - mmengine - INFO - Epoch(val) [6][260/6282] eta: 0:05:09 time: 0.0514 data_time: 0.0063 memory: 676 2022/08/07 17:34:04 - mmengine - INFO - Epoch(val) [6][280/6282] eta: 0:05:19 time: 0.0532 data_time: 0.0066 memory: 676 2022/08/07 17:34:05 - mmengine - INFO - Epoch(val) [6][300/6282] eta: 0:06:13 time: 0.0624 data_time: 0.0151 memory: 726 2022/08/07 17:34:07 - mmengine - INFO - Epoch(val) [6][320/6282] eta: 0:08:13 time: 0.0828 data_time: 0.0362 memory: 726 2022/08/07 17:34:09 - mmengine - INFO - Epoch(val) [6][340/6282] eta: 0:09:15 time: 0.0934 data_time: 0.0222 memory: 726 2022/08/07 17:34:10 - mmengine - INFO - Epoch(val) [6][360/6282] eta: 0:07:35 time: 0.0769 data_time: 0.0212 memory: 726 2022/08/07 17:34:12 - mmengine - INFO - Epoch(val) [6][380/6282] eta: 0:10:19 time: 0.1050 data_time: 0.0483 memory: 726 2022/08/07 17:34:14 - mmengine - INFO - Epoch(val) [6][400/6282] eta: 0:06:26 time: 0.0658 data_time: 0.0098 memory: 726 2022/08/07 17:34:15 - mmengine - INFO - Epoch(val) [6][420/6282] eta: 0:05:16 time: 0.0540 data_time: 0.0053 memory: 677 2022/08/07 17:34:16 - mmengine - INFO - Epoch(val) [6][440/6282] eta: 0:05:25 time: 0.0557 data_time: 0.0089 memory: 677 2022/08/07 17:34:17 - mmengine - INFO - Epoch(val) [6][460/6282] eta: 0:05:03 time: 0.0521 data_time: 0.0064 memory: 677 2022/08/07 17:34:18 - mmengine - INFO - Epoch(val) [6][480/6282] eta: 0:05:29 time: 0.0569 data_time: 0.0062 memory: 677 2022/08/07 17:34:19 - mmengine - INFO - Epoch(val) [6][500/6282] eta: 0:05:10 time: 0.0537 data_time: 0.0061 memory: 677 2022/08/07 17:34:20 - mmengine - INFO - Epoch(val) [6][520/6282] eta: 0:05:00 time: 0.0522 data_time: 0.0057 memory: 676 2022/08/07 17:34:21 - mmengine - INFO - Epoch(val) [6][540/6282] eta: 0:04:44 time: 0.0496 data_time: 0.0072 memory: 676 2022/08/07 17:34:22 - mmengine - INFO - Epoch(val) [6][560/6282] eta: 0:04:55 time: 0.0516 data_time: 0.0062 memory: 676 2022/08/07 17:34:23 - mmengine - INFO - Epoch(val) [6][580/6282] eta: 0:04:40 time: 0.0493 data_time: 0.0057 memory: 676 2022/08/07 17:34:24 - mmengine - INFO - Epoch(val) [6][600/6282] eta: 0:04:35 time: 0.0485 data_time: 0.0054 memory: 676 2022/08/07 17:34:25 - mmengine - INFO - Epoch(val) [6][620/6282] eta: 0:05:04 time: 0.0538 data_time: 0.0061 memory: 676 2022/08/07 17:34:26 - mmengine - INFO - Epoch(val) [6][640/6282] eta: 0:04:14 time: 0.0451 data_time: 0.0053 memory: 670 2022/08/07 17:34:27 - mmengine - INFO - Epoch(val) [6][660/6282] eta: 0:03:46 time: 0.0403 data_time: 0.0037 memory: 670 2022/08/07 17:34:29 - mmengine - INFO - Epoch(val) [6][680/6282] eta: 0:07:02 time: 0.0753 data_time: 0.0066 memory: 670 2022/08/07 17:34:30 - mmengine - INFO - Epoch(val) [6][700/6282] eta: 0:04:03 time: 0.0436 data_time: 0.0044 memory: 670 2022/08/07 17:34:32 - mmengine - INFO - Epoch(val) [6][720/6282] eta: 0:11:44 time: 0.1267 data_time: 0.0819 memory: 726 2022/08/07 17:34:36 - mmengine - INFO - Epoch(val) [6][740/6282] eta: 0:16:43 time: 0.1810 data_time: 0.1322 memory: 726 2022/08/07 17:34:38 - mmengine - INFO - Epoch(val) [6][760/6282] eta: 0:12:24 time: 0.1349 data_time: 0.0883 memory: 726 2022/08/07 17:34:42 - mmengine - INFO - Epoch(val) [6][780/6282] eta: 0:15:33 time: 0.1697 data_time: 0.1235 memory: 726 2022/08/07 17:34:45 - mmengine - INFO - Epoch(val) [6][800/6282] eta: 0:14:21 time: 0.1572 data_time: 0.1034 memory: 726 2022/08/07 17:34:47 - mmengine - INFO - Epoch(val) [6][820/6282] eta: 0:08:32 time: 0.0939 data_time: 0.0423 memory: 726 2022/08/07 17:34:48 - mmengine - INFO - Epoch(val) [6][840/6282] eta: 0:07:07 time: 0.0785 data_time: 0.0054 memory: 676 2022/08/07 17:34:50 - mmengine - INFO - Epoch(val) [6][860/6282] eta: 0:05:03 time: 0.0559 data_time: 0.0064 memory: 676 2022/08/07 17:34:51 - mmengine - INFO - Epoch(val) [6][880/6282] eta: 0:04:54 time: 0.0545 data_time: 0.0079 memory: 676 2022/08/07 17:34:52 - mmengine - INFO - Epoch(val) [6][900/6282] eta: 0:04:54 time: 0.0547 data_time: 0.0070 memory: 676 2022/08/07 17:34:53 - mmengine - INFO - Epoch(val) [6][920/6282] eta: 0:05:02 time: 0.0564 data_time: 0.0069 memory: 676 2022/08/07 17:34:54 - mmengine - INFO - Epoch(val) [6][940/6282] eta: 0:04:37 time: 0.0519 data_time: 0.0076 memory: 663 2022/08/07 17:34:55 - mmengine - INFO - Epoch(val) [6][960/6282] eta: 0:04:36 time: 0.0519 data_time: 0.0069 memory: 663 2022/08/07 17:34:56 - mmengine - INFO - Epoch(val) [6][980/6282] eta: 0:05:04 time: 0.0575 data_time: 0.0067 memory: 663 2022/08/07 17:34:57 - mmengine - INFO - Epoch(val) [6][1000/6282] eta: 0:04:41 time: 0.0532 data_time: 0.0061 memory: 663 2022/08/07 17:34:58 - mmengine - INFO - Epoch(val) [6][1020/6282] eta: 0:04:57 time: 0.0565 data_time: 0.0081 memory: 676 2022/08/07 17:34:59 - mmengine - INFO - Epoch(val) [6][1040/6282] eta: 0:04:38 time: 0.0531 data_time: 0.0065 memory: 676 2022/08/07 17:35:00 - mmengine - INFO - Epoch(val) [6][1060/6282] eta: 0:04:44 time: 0.0545 data_time: 0.0059 memory: 676 2022/08/07 17:35:02 - mmengine - INFO - Epoch(val) [6][1080/6282] eta: 0:07:51 time: 0.0906 data_time: 0.0053 memory: 676 2022/08/07 17:35:03 - mmengine - INFO - Epoch(val) [6][1100/6282] eta: 0:04:18 time: 0.0499 data_time: 0.0058 memory: 676 2022/08/07 17:35:04 - mmengine - INFO - Epoch(val) [6][1120/6282] eta: 0:04:58 time: 0.0578 data_time: 0.0062 memory: 676 2022/08/07 17:35:05 - mmengine - INFO - Epoch(val) [6][1140/6282] eta: 0:04:09 time: 0.0486 data_time: 0.0057 memory: 676 2022/08/07 17:35:06 - mmengine - INFO - Epoch(val) [6][1160/6282] eta: 0:03:57 time: 0.0464 data_time: 0.0049 memory: 676 2022/08/07 17:35:07 - mmengine - INFO - Epoch(val) [6][1180/6282] eta: 0:03:44 time: 0.0439 data_time: 0.0055 memory: 676 2022/08/07 17:35:08 - mmengine - INFO - Epoch(val) [6][1200/6282] eta: 0:03:55 time: 0.0464 data_time: 0.0066 memory: 676 2022/08/07 17:35:09 - mmengine - INFO - Epoch(val) [6][1220/6282] eta: 0:03:29 time: 0.0414 data_time: 0.0041 memory: 676 2022/08/07 17:35:12 - mmengine - INFO - Epoch(val) [6][1240/6282] eta: 0:14:26 time: 0.1718 data_time: 0.1258 memory: 726 2022/08/07 17:35:15 - mmengine - INFO - Epoch(val) [6][1260/6282] eta: 0:11:16 time: 0.1347 data_time: 0.0885 memory: 726 2022/08/07 17:35:19 - mmengine - INFO - Epoch(val) [6][1280/6282] eta: 0:14:02 time: 0.1684 data_time: 0.1219 memory: 726 2022/08/07 17:35:21 - mmengine - INFO - Epoch(val) [6][1300/6282] eta: 0:11:59 time: 0.1444 data_time: 0.0983 memory: 726 2022/08/07 17:35:25 - mmengine - INFO - Epoch(val) [6][1320/6282] eta: 0:13:40 time: 0.1654 data_time: 0.1176 memory: 726 2022/08/07 17:35:28 - mmengine - INFO - Epoch(val) [6][1340/6282] eta: 0:11:49 time: 0.1435 data_time: 0.0918 memory: 726 2022/08/07 17:35:31 - mmengine - INFO - Epoch(val) [6][1360/6282] eta: 0:14:57 time: 0.1824 data_time: 0.1309 memory: 726 2022/08/07 17:35:34 - mmengine - INFO - Epoch(val) [6][1380/6282] eta: 0:11:04 time: 0.1355 data_time: 0.0830 memory: 726 2022/08/07 17:35:37 - mmengine - INFO - Epoch(val) [6][1400/6282] eta: 0:12:07 time: 0.1491 data_time: 0.1021 memory: 726 2022/08/07 17:35:40 - mmengine - INFO - Epoch(val) [6][1420/6282] eta: 0:12:57 time: 0.1600 data_time: 0.1012 memory: 726 2022/08/07 17:35:42 - mmengine - INFO - Epoch(val) [6][1440/6282] eta: 0:07:00 time: 0.0869 data_time: 0.0340 memory: 726 2022/08/07 17:35:43 - mmengine - INFO - Epoch(val) [6][1460/6282] eta: 0:04:53 time: 0.0609 data_time: 0.0053 memory: 726 2022/08/07 17:35:44 - mmengine - INFO - Epoch(val) [6][1480/6282] eta: 0:04:47 time: 0.0600 data_time: 0.0058 memory: 726 2022/08/07 17:35:46 - mmengine - INFO - Epoch(val) [6][1500/6282] eta: 0:04:46 time: 0.0600 data_time: 0.0092 memory: 726 2022/08/07 17:35:47 - mmengine - INFO - Epoch(val) [6][1520/6282] eta: 0:05:02 time: 0.0635 data_time: 0.0093 memory: 798 2022/08/07 17:35:48 - mmengine - INFO - Epoch(val) [6][1540/6282] eta: 0:05:54 time: 0.0747 data_time: 0.0105 memory: 798 2022/08/07 17:35:50 - mmengine - INFO - Epoch(val) [6][1560/6282] eta: 0:08:19 time: 0.1059 data_time: 0.0550 memory: 798 2022/08/07 17:35:52 - mmengine - INFO - Epoch(val) [6][1580/6282] eta: 0:06:57 time: 0.0887 data_time: 0.0375 memory: 798 2022/08/07 17:35:53 - mmengine - INFO - Epoch(val) [6][1600/6282] eta: 0:04:24 time: 0.0566 data_time: 0.0077 memory: 798 2022/08/07 17:35:59 - mmengine - INFO - Epoch(val) [6][1620/6282] eta: 0:23:28 time: 0.3020 data_time: 0.2516 memory: 798 2022/08/07 17:36:04 - mmengine - INFO - Epoch(val) [6][1640/6282] eta: 0:17:02 time: 0.2203 data_time: 0.1794 memory: 726 2022/08/07 17:36:09 - mmengine - INFO - Epoch(val) [6][1660/6282] eta: 0:19:50 time: 0.2577 data_time: 0.1943 memory: 726 2022/08/07 17:36:10 - mmengine - INFO - Epoch(val) [6][1680/6282] eta: 0:03:15 time: 0.0424 data_time: 0.0038 memory: 726 2022/08/07 17:36:12 - mmengine - INFO - Epoch(val) [6][1700/6282] eta: 0:08:55 time: 0.1168 data_time: 0.0785 memory: 726 2022/08/07 17:36:15 - mmengine - INFO - Epoch(val) [6][1720/6282] eta: 0:10:06 time: 0.1329 data_time: 0.0932 memory: 726 2022/08/07 17:36:16 - mmengine - INFO - Epoch(val) [6][1740/6282] eta: 0:03:10 time: 0.0420 data_time: 0.0032 memory: 726 2022/08/07 17:36:17 - mmengine - INFO - Epoch(val) [6][1760/6282] eta: 0:04:45 time: 0.0632 data_time: 0.0251 memory: 726 2022/08/07 17:36:21 - mmengine - INFO - Epoch(val) [6][1780/6282] eta: 0:13:36 time: 0.1813 data_time: 0.1418 memory: 726 2022/08/07 17:36:25 - mmengine - INFO - Epoch(val) [6][1800/6282] eta: 0:15:18 time: 0.2048 data_time: 0.1651 memory: 726 2022/08/07 17:36:29 - mmengine - INFO - Epoch(val) [6][1820/6282] eta: 0:16:12 time: 0.2180 data_time: 0.1761 memory: 726 2022/08/07 17:36:32 - mmengine - INFO - Epoch(val) [6][1840/6282] eta: 0:10:51 time: 0.1468 data_time: 0.1046 memory: 726 2022/08/07 17:36:39 - mmengine - INFO - Epoch(val) [6][1860/6282] eta: 0:27:23 time: 0.3718 data_time: 0.3306 memory: 726 2022/08/07 17:36:43 - mmengine - INFO - Epoch(val) [6][1880/6282] eta: 0:14:06 time: 0.1922 data_time: 0.1533 memory: 726 2022/08/07 17:36:53 - mmengine - INFO - Epoch(val) [6][1900/6282] eta: 0:35:03 time: 0.4800 data_time: 0.4387 memory: 726 2022/08/07 17:36:56 - mmengine - INFO - Epoch(val) [6][1920/6282] eta: 0:10:29 time: 0.1442 data_time: 0.1025 memory: 726 2022/08/07 17:37:04 - mmengine - INFO - Epoch(val) [6][1940/6282] eta: 0:30:18 time: 0.4188 data_time: 0.3815 memory: 726 2022/08/07 17:37:05 - mmengine - INFO - Epoch(val) [6][1960/6282] eta: 0:02:26 time: 0.0338 data_time: 0.0020 memory: 677 2022/08/07 17:37:09 - mmengine - INFO - Epoch(val) [6][1980/6282] eta: 0:15:21 time: 0.2142 data_time: 0.1817 memory: 677 2022/08/07 17:37:16 - mmengine - INFO - Epoch(val) [6][2000/6282] eta: 0:26:22 time: 0.3697 data_time: 0.3371 memory: 677 2022/08/07 17:37:20 - mmengine - INFO - Epoch(val) [6][2020/6282] eta: 0:10:56 time: 0.1541 data_time: 0.1231 memory: 677 2022/08/07 17:37:24 - mmengine - INFO - Epoch(val) [6][2040/6282] eta: 0:15:14 time: 0.2157 data_time: 0.1840 memory: 677 2022/08/07 17:37:25 - mmengine - INFO - Epoch(val) [6][2060/6282] eta: 0:02:29 time: 0.0354 data_time: 0.0024 memory: 677 2022/08/07 17:37:25 - mmengine - INFO - Epoch(val) [6][2080/6282] eta: 0:02:23 time: 0.0342 data_time: 0.0029 memory: 677 2022/08/07 17:37:26 - mmengine - INFO - Epoch(val) [6][2100/6282] eta: 0:02:24 time: 0.0345 data_time: 0.0029 memory: 677 2022/08/07 17:37:27 - mmengine - INFO - Epoch(val) [6][2120/6282] eta: 0:02:37 time: 0.0377 data_time: 0.0031 memory: 677 2022/08/07 17:37:28 - mmengine - INFO - Epoch(val) [6][2140/6282] eta: 0:03:12 time: 0.0465 data_time: 0.0030 memory: 677 2022/08/07 17:37:28 - mmengine - INFO - Epoch(val) [6][2160/6282] eta: 0:02:38 time: 0.0384 data_time: 0.0048 memory: 676 2022/08/07 17:37:29 - mmengine - INFO - Epoch(val) [6][2180/6282] eta: 0:02:30 time: 0.0366 data_time: 0.0032 memory: 676 2022/08/07 17:37:30 - mmengine - INFO - Epoch(val) [6][2200/6282] eta: 0:02:27 time: 0.0362 data_time: 0.0032 memory: 676 2022/08/07 17:37:33 - mmengine - INFO - Epoch(val) [6][2220/6282] eta: 0:09:51 time: 0.1456 data_time: 0.0989 memory: 676 2022/08/07 17:37:34 - mmengine - INFO - Epoch(val) [6][2240/6282] eta: 0:03:46 time: 0.0561 data_time: 0.0059 memory: 676 2022/08/07 17:37:35 - mmengine - INFO - Epoch(val) [6][2260/6282] eta: 0:03:38 time: 0.0543 data_time: 0.0078 memory: 677 2022/08/07 17:37:36 - mmengine - INFO - Epoch(val) [6][2280/6282] eta: 0:03:43 time: 0.0560 data_time: 0.0053 memory: 677 2022/08/07 17:37:37 - mmengine - INFO - Epoch(val) [6][2300/6282] eta: 0:03:30 time: 0.0529 data_time: 0.0072 memory: 677 2022/08/07 17:37:39 - mmengine - INFO - Epoch(val) [6][2320/6282] eta: 0:04:48 time: 0.0729 data_time: 0.0048 memory: 677 2022/08/07 17:37:40 - mmengine - INFO - Epoch(val) [6][2340/6282] eta: 0:03:24 time: 0.0519 data_time: 0.0077 memory: 677 2022/08/07 17:37:41 - mmengine - INFO - Epoch(val) [6][2360/6282] eta: 0:03:36 time: 0.0551 data_time: 0.0072 memory: 676 2022/08/07 17:37:42 - mmengine - INFO - Epoch(val) [6][2380/6282] eta: 0:03:30 time: 0.0538 data_time: 0.0061 memory: 676 2022/08/07 17:37:43 - mmengine - INFO - Epoch(val) [6][2400/6282] eta: 0:03:34 time: 0.0552 data_time: 0.0061 memory: 676 2022/08/07 17:37:44 - mmengine - INFO - Epoch(val) [6][2420/6282] eta: 0:03:33 time: 0.0553 data_time: 0.0066 memory: 676 2022/08/07 17:37:45 - mmengine - INFO - Epoch(val) [6][2440/6282] eta: 0:03:43 time: 0.0580 data_time: 0.0070 memory: 676 2022/08/07 17:37:47 - mmengine - INFO - Epoch(val) [6][2460/6282] eta: 0:04:48 time: 0.0756 data_time: 0.0200 memory: 726 2022/08/07 17:37:49 - mmengine - INFO - Epoch(val) [6][2480/6282] eta: 0:05:43 time: 0.0903 data_time: 0.0350 memory: 726 2022/08/07 17:37:51 - mmengine - INFO - Epoch(val) [6][2500/6282] eta: 0:06:24 time: 0.1017 data_time: 0.0479 memory: 726 2022/08/07 17:37:52 - mmengine - INFO - Epoch(val) [6][2520/6282] eta: 0:05:24 time: 0.0864 data_time: 0.0361 memory: 726 2022/08/07 17:37:55 - mmengine - INFO - Epoch(val) [6][2540/6282] eta: 0:08:05 time: 0.1298 data_time: 0.0805 memory: 726 2022/08/07 17:37:58 - mmengine - INFO - Epoch(val) [6][2560/6282] eta: 0:10:28 time: 0.1688 data_time: 0.0902 memory: 726 2022/08/07 17:38:01 - mmengine - INFO - Epoch(val) [6][2580/6282] eta: 0:09:02 time: 0.1466 data_time: 0.0966 memory: 726 2022/08/07 17:38:04 - mmengine - INFO - Epoch(val) [6][2600/6282] eta: 0:08:29 time: 0.1384 data_time: 0.0898 memory: 726 2022/08/07 17:38:08 - mmengine - INFO - Epoch(val) [6][2620/6282] eta: 0:10:28 time: 0.1716 data_time: 0.1232 memory: 726 2022/08/07 17:38:10 - mmengine - INFO - Epoch(val) [6][2640/6282] eta: 0:08:05 time: 0.1332 data_time: 0.0798 memory: 726 2022/08/07 17:38:12 - mmengine - INFO - Epoch(val) [6][2660/6282] eta: 0:04:06 time: 0.0681 data_time: 0.0110 memory: 791 2022/08/07 17:38:13 - mmengine - INFO - Epoch(val) [6][2680/6282] eta: 0:03:53 time: 0.0650 data_time: 0.0068 memory: 791 2022/08/07 17:38:14 - mmengine - INFO - Epoch(val) [6][2700/6282] eta: 0:04:00 time: 0.0672 data_time: 0.0062 memory: 791 2022/08/07 17:38:16 - mmengine - INFO - Epoch(val) [6][2720/6282] eta: 0:04:10 time: 0.0704 data_time: 0.0071 memory: 791 2022/08/07 17:38:17 - mmengine - INFO - Epoch(val) [6][2740/6282] eta: 0:04:05 time: 0.0692 data_time: 0.0107 memory: 791 2022/08/07 17:38:19 - mmengine - INFO - Epoch(val) [6][2760/6282] eta: 0:04:20 time: 0.0739 data_time: 0.0048 memory: 677 2022/08/07 17:38:20 - mmengine - INFO - Epoch(val) [6][2780/6282] eta: 0:03:10 time: 0.0543 data_time: 0.0054 memory: 677 2022/08/07 17:38:21 - mmengine - INFO - Epoch(val) [6][2800/6282] eta: 0:02:58 time: 0.0512 data_time: 0.0056 memory: 677 2022/08/07 17:38:22 - mmengine - INFO - Epoch(val) [6][2820/6282] eta: 0:03:04 time: 0.0533 data_time: 0.0063 memory: 677 2022/08/07 17:38:23 - mmengine - INFO - Epoch(val) [6][2840/6282] eta: 0:03:14 time: 0.0566 data_time: 0.0077 memory: 677 2022/08/07 17:38:24 - mmengine - INFO - Epoch(val) [6][2860/6282] eta: 0:03:57 time: 0.0695 data_time: 0.0182 memory: 726 2022/08/07 17:38:26 - mmengine - INFO - Epoch(val) [6][2880/6282] eta: 0:05:42 time: 0.1008 data_time: 0.0452 memory: 726 2022/08/07 17:38:28 - mmengine - INFO - Epoch(val) [6][2900/6282] eta: 0:05:56 time: 0.1055 data_time: 0.0348 memory: 726 2022/08/07 17:38:30 - mmengine - INFO - Epoch(val) [6][2920/6282] eta: 0:03:31 time: 0.0630 data_time: 0.0054 memory: 726 2022/08/07 17:38:31 - mmengine - INFO - Epoch(val) [6][2940/6282] eta: 0:03:01 time: 0.0543 data_time: 0.0059 memory: 698 2022/08/07 17:38:32 - mmengine - INFO - Epoch(val) [6][2960/6282] eta: 0:02:49 time: 0.0511 data_time: 0.0054 memory: 698 2022/08/07 17:38:33 - mmengine - INFO - Epoch(val) [6][2980/6282] eta: 0:02:45 time: 0.0502 data_time: 0.0055 memory: 698 2022/08/07 17:38:34 - mmengine - INFO - Epoch(val) [6][3000/6282] eta: 0:02:50 time: 0.0519 data_time: 0.0056 memory: 698 2022/08/07 17:38:35 - mmengine - INFO - Epoch(val) [6][3020/6282] eta: 0:03:03 time: 0.0562 data_time: 0.0055 memory: 726 2022/08/07 17:38:36 - mmengine - INFO - Epoch(val) [6][3040/6282] eta: 0:02:52 time: 0.0532 data_time: 0.0062 memory: 726 2022/08/07 17:38:37 - mmengine - INFO - Epoch(val) [6][3060/6282] eta: 0:02:54 time: 0.0542 data_time: 0.0055 memory: 726 2022/08/07 17:38:38 - mmengine - INFO - Epoch(val) [6][3080/6282] eta: 0:02:49 time: 0.0530 data_time: 0.0067 memory: 726 2022/08/07 17:38:39 - mmengine - INFO - Epoch(val) [6][3100/6282] eta: 0:02:39 time: 0.0501 data_time: 0.0056 memory: 726 2022/08/07 17:38:40 - mmengine - INFO - Epoch(val) [6][3120/6282] eta: 0:02:42 time: 0.0513 data_time: 0.0057 memory: 677 2022/08/07 17:38:41 - mmengine - INFO - Epoch(val) [6][3140/6282] eta: 0:02:52 time: 0.0548 data_time: 0.0064 memory: 677 2022/08/07 17:38:43 - mmengine - INFO - Epoch(val) [6][3160/6282] eta: 0:02:50 time: 0.0545 data_time: 0.0060 memory: 677 2022/08/07 17:38:44 - mmengine - INFO - Epoch(val) [6][3180/6282] eta: 0:02:56 time: 0.0570 data_time: 0.0049 memory: 677 2022/08/07 17:38:45 - mmengine - INFO - Epoch(val) [6][3200/6282] eta: 0:03:15 time: 0.0635 data_time: 0.0115 memory: 726 2022/08/07 17:38:47 - mmengine - INFO - Epoch(val) [6][3220/6282] eta: 0:04:41 time: 0.0920 data_time: 0.0357 memory: 726 2022/08/07 17:38:49 - mmengine - INFO - Epoch(val) [6][3240/6282] eta: 0:04:26 time: 0.0876 data_time: 0.0250 memory: 726 2022/08/07 17:38:50 - mmengine - INFO - Epoch(val) [6][3260/6282] eta: 0:03:43 time: 0.0740 data_time: 0.0223 memory: 726 2022/08/07 17:38:52 - mmengine - INFO - Epoch(val) [6][3280/6282] eta: 0:03:44 time: 0.0747 data_time: 0.0222 memory: 726 2022/08/07 17:38:53 - mmengine - INFO - Epoch(val) [6][3300/6282] eta: 0:02:57 time: 0.0595 data_time: 0.0057 memory: 726 2022/08/07 17:38:54 - mmengine - INFO - Epoch(val) [6][3320/6282] eta: 0:02:57 time: 0.0598 data_time: 0.0076 memory: 726 2022/08/07 17:38:55 - mmengine - INFO - Epoch(val) [6][3340/6282] eta: 0:02:46 time: 0.0566 data_time: 0.0072 memory: 726 2022/08/07 17:38:56 - mmengine - INFO - Epoch(val) [6][3360/6282] eta: 0:02:54 time: 0.0597 data_time: 0.0075 memory: 726 2022/08/07 17:38:57 - mmengine - INFO - Epoch(val) [6][3380/6282] eta: 0:02:48 time: 0.0582 data_time: 0.0050 memory: 726 2022/08/07 17:38:59 - mmengine - INFO - Epoch(val) [6][3400/6282] eta: 0:02:30 time: 0.0521 data_time: 0.0064 memory: 676 2022/08/07 17:39:00 - mmengine - INFO - Epoch(val) [6][3420/6282] eta: 0:02:30 time: 0.0525 data_time: 0.0080 memory: 676 2022/08/07 17:39:01 - mmengine - INFO - Epoch(val) [6][3440/6282] eta: 0:02:34 time: 0.0543 data_time: 0.0083 memory: 676 2022/08/07 17:39:02 - mmengine - INFO - Epoch(val) [6][3460/6282] eta: 0:02:30 time: 0.0533 data_time: 0.0059 memory: 676 2022/08/07 17:39:03 - mmengine - INFO - Epoch(val) [6][3480/6282] eta: 0:02:38 time: 0.0565 data_time: 0.0060 memory: 676 2022/08/07 17:39:04 - mmengine - INFO - Epoch(val) [6][3500/6282] eta: 0:02:21 time: 0.0508 data_time: 0.0056 memory: 676 2022/08/07 17:39:05 - mmengine - INFO - Epoch(val) [6][3520/6282] eta: 0:02:18 time: 0.0501 data_time: 0.0062 memory: 676 2022/08/07 17:39:06 - mmengine - INFO - Epoch(val) [6][3540/6282] eta: 0:02:15 time: 0.0494 data_time: 0.0051 memory: 676 2022/08/07 17:39:07 - mmengine - INFO - Epoch(val) [6][3560/6282] eta: 0:02:08 time: 0.0473 data_time: 0.0044 memory: 676 2022/08/07 17:39:09 - mmengine - INFO - Epoch(val) [6][3580/6282] eta: 0:03:38 time: 0.0809 data_time: 0.0049 memory: 712 2022/08/07 17:39:10 - mmengine - INFO - Epoch(val) [6][3600/6282] eta: 0:02:19 time: 0.0521 data_time: 0.0061 memory: 712 2022/08/07 17:39:11 - mmengine - INFO - Epoch(val) [6][3620/6282] eta: 0:02:24 time: 0.0544 data_time: 0.0062 memory: 712 2022/08/07 17:39:12 - mmengine - INFO - Epoch(val) [6][3640/6282] eta: 0:02:18 time: 0.0525 data_time: 0.0056 memory: 712 2022/08/07 17:39:13 - mmengine - INFO - Epoch(val) [6][3660/6282] eta: 0:02:10 time: 0.0496 data_time: 0.0061 memory: 712 2022/08/07 17:39:14 - mmengine - INFO - Epoch(val) [6][3680/6282] eta: 0:02:32 time: 0.0587 data_time: 0.0080 memory: 726 2022/08/07 17:39:16 - mmengine - INFO - Epoch(val) [6][3700/6282] eta: 0:03:37 time: 0.0844 data_time: 0.0328 memory: 726 2022/08/07 17:39:17 - mmengine - INFO - Epoch(val) [6][3720/6282] eta: 0:03:46 time: 0.0885 data_time: 0.0367 memory: 726 2022/08/07 17:39:19 - mmengine - INFO - Epoch(val) [6][3740/6282] eta: 0:03:49 time: 0.0902 data_time: 0.0411 memory: 726 2022/08/07 17:39:21 - mmengine - INFO - Epoch(val) [6][3760/6282] eta: 0:03:45 time: 0.0895 data_time: 0.0412 memory: 726 2022/08/07 17:39:23 - mmengine - INFO - Epoch(val) [6][3780/6282] eta: 0:03:44 time: 0.0898 data_time: 0.0377 memory: 726 2022/08/07 17:39:24 - mmengine - INFO - Epoch(val) [6][3800/6282] eta: 0:03:22 time: 0.0815 data_time: 0.0321 memory: 726 2022/08/07 17:39:26 - mmengine - INFO - Epoch(val) [6][3820/6282] eta: 0:04:01 time: 0.0981 data_time: 0.0432 memory: 726 2022/08/07 17:39:28 - mmengine - INFO - Epoch(val) [6][3840/6282] eta: 0:04:05 time: 0.1004 data_time: 0.0289 memory: 726 2022/08/07 17:39:30 - mmengine - INFO - Epoch(val) [6][3860/6282] eta: 0:02:50 time: 0.0705 data_time: 0.0157 memory: 726 2022/08/07 17:39:32 - mmengine - INFO - Epoch(val) [6][3880/6282] eta: 0:03:23 time: 0.0848 data_time: 0.0352 memory: 726 2022/08/07 17:39:33 - mmengine - INFO - Epoch(val) [6][3900/6282] eta: 0:03:17 time: 0.0831 data_time: 0.0309 memory: 726 2022/08/07 17:39:35 - mmengine - INFO - Epoch(val) [6][3920/6282] eta: 0:03:20 time: 0.0849 data_time: 0.0287 memory: 726 2022/08/07 17:39:37 - mmengine - INFO - Epoch(val) [6][3940/6282] eta: 0:03:32 time: 0.0906 data_time: 0.0406 memory: 726 2022/08/07 17:39:38 - mmengine - INFO - Epoch(val) [6][3960/6282] eta: 0:02:13 time: 0.0574 data_time: 0.0087 memory: 726 2022/08/07 17:39:39 - mmengine - INFO - Epoch(val) [6][3980/6282] eta: 0:02:23 time: 0.0624 data_time: 0.0079 memory: 726 2022/08/07 17:39:40 - mmengine - INFO - Epoch(val) [6][4000/6282] eta: 0:02:09 time: 0.0568 data_time: 0.0073 memory: 726 2022/08/07 17:39:42 - mmengine - INFO - Epoch(val) [6][4020/6282] eta: 0:02:23 time: 0.0636 data_time: 0.0100 memory: 726 2022/08/07 17:39:43 - mmengine - INFO - Epoch(val) [6][4040/6282] eta: 0:02:13 time: 0.0597 data_time: 0.0088 memory: 791 2022/08/07 17:39:44 - mmengine - INFO - Epoch(val) [6][4060/6282] eta: 0:03:15 time: 0.0880 data_time: 0.0065 memory: 791 2022/08/07 17:39:46 - mmengine - INFO - Epoch(val) [6][4080/6282] eta: 0:02:14 time: 0.0613 data_time: 0.0055 memory: 791 2022/08/07 17:39:47 - mmengine - INFO - Epoch(val) [6][4100/6282] eta: 0:02:06 time: 0.0578 data_time: 0.0055 memory: 791 2022/08/07 17:39:48 - mmengine - INFO - Epoch(val) [6][4120/6282] eta: 0:02:12 time: 0.0615 data_time: 0.0072 memory: 791 2022/08/07 17:39:49 - mmengine - INFO - Epoch(val) [6][4140/6282] eta: 0:01:46 time: 0.0499 data_time: 0.0049 memory: 791 2022/08/07 17:39:50 - mmengine - INFO - Epoch(val) [6][4160/6282] eta: 0:01:31 time: 0.0431 data_time: 0.0041 memory: 676 2022/08/07 17:39:51 - mmengine - INFO - Epoch(val) [6][4180/6282] eta: 0:01:41 time: 0.0481 data_time: 0.0095 memory: 676 2022/08/07 17:39:52 - mmengine - INFO - Epoch(val) [6][4200/6282] eta: 0:01:33 time: 0.0450 data_time: 0.0037 memory: 676 2022/08/07 17:39:53 - mmengine - INFO - Epoch(val) [6][4220/6282] eta: 0:01:47 time: 0.0520 data_time: 0.0061 memory: 676 2022/08/07 17:39:54 - mmengine - INFO - Epoch(val) [6][4240/6282] eta: 0:01:45 time: 0.0517 data_time: 0.0063 memory: 677 2022/08/07 17:39:55 - mmengine - INFO - Epoch(val) [6][4260/6282] eta: 0:01:52 time: 0.0559 data_time: 0.0073 memory: 677 2022/08/07 17:39:56 - mmengine - INFO - Epoch(val) [6][4280/6282] eta: 0:01:45 time: 0.0528 data_time: 0.0069 memory: 677 2022/08/07 17:39:58 - mmengine - INFO - Epoch(val) [6][4300/6282] eta: 0:02:26 time: 0.0739 data_time: 0.0062 memory: 677 2022/08/07 17:39:59 - mmengine - INFO - Epoch(val) [6][4320/6282] eta: 0:01:55 time: 0.0589 data_time: 0.0136 memory: 677 2022/08/07 17:40:00 - mmengine - INFO - Epoch(val) [6][4340/6282] eta: 0:01:46 time: 0.0549 data_time: 0.0149 memory: 677 2022/08/07 17:40:02 - mmengine - INFO - Epoch(val) [6][4360/6282] eta: 0:02:34 time: 0.0804 data_time: 0.0373 memory: 726 2022/08/07 17:40:03 - mmengine - INFO - Epoch(val) [6][4380/6282] eta: 0:02:34 time: 0.0814 data_time: 0.0290 memory: 726 2022/08/07 17:40:05 - mmengine - INFO - Epoch(val) [6][4400/6282] eta: 0:02:31 time: 0.0808 data_time: 0.0296 memory: 726 2022/08/07 17:40:06 - 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mmengine - INFO - Epoch(val) [6][4600/6282] eta: 0:01:37 time: 0.0578 data_time: 0.0059 memory: 677 2022/08/07 17:40:18 - mmengine - INFO - Epoch(val) [6][4620/6282] eta: 0:01:33 time: 0.0563 data_time: 0.0057 memory: 677 2022/08/07 17:40:19 - mmengine - INFO - Epoch(val) [6][4640/6282] eta: 0:01:46 time: 0.0649 data_time: 0.0101 memory: 733 2022/08/07 17:40:21 - mmengine - INFO - Epoch(val) [6][4660/6282] eta: 0:02:19 time: 0.0861 data_time: 0.0066 memory: 733 2022/08/07 17:40:22 - mmengine - INFO - Epoch(val) [6][4680/6282] eta: 0:01:33 time: 0.0581 data_time: 0.0063 memory: 733 2022/08/07 17:40:23 - mmengine - INFO - Epoch(val) [6][4700/6282] eta: 0:01:38 time: 0.0622 data_time: 0.0071 memory: 733 2022/08/07 17:40:24 - mmengine - INFO - Epoch(val) [6][4720/6282] eta: 0:01:27 time: 0.0561 data_time: 0.0059 memory: 733 2022/08/07 17:40:26 - mmengine - INFO - Epoch(val) [6][4740/6282] eta: 0:01:19 time: 0.0518 data_time: 0.0051 memory: 698 2022/08/07 17:40:27 - mmengine - INFO - Epoch(val) [6][4760/6282] eta: 0:01:15 time: 0.0499 data_time: 0.0064 memory: 698 2022/08/07 17:40:28 - mmengine - INFO - Epoch(val) [6][4780/6282] eta: 0:01:15 time: 0.0501 data_time: 0.0056 memory: 698 2022/08/07 17:40:29 - mmengine - INFO - Epoch(val) [6][4800/6282] eta: 0:01:14 time: 0.0500 data_time: 0.0053 memory: 698 2022/08/07 17:40:30 - mmengine - INFO - Epoch(val) [6][4820/6282] eta: 0:01:15 time: 0.0515 data_time: 0.0064 memory: 726 2022/08/07 17:40:31 - mmengine - INFO - Epoch(val) [6][4840/6282] eta: 0:01:23 time: 0.0576 data_time: 0.0082 memory: 726 2022/08/07 17:40:32 - mmengine - INFO - Epoch(val) [6][4860/6282] eta: 0:01:25 time: 0.0603 data_time: 0.0076 memory: 726 2022/08/07 17:40:33 - mmengine - INFO - Epoch(val) [6][4880/6282] eta: 0:01:25 time: 0.0611 data_time: 0.0076 memory: 726 2022/08/07 17:40:35 - mmengine - INFO - Epoch(val) [6][4900/6282] eta: 0:01:56 time: 0.0845 data_time: 0.0083 memory: 726 2022/08/07 17:40:36 - mmengine - INFO - Epoch(val) [6][4920/6282] eta: 0:01:23 time: 0.0613 data_time: 0.0061 memory: 726 2022/08/07 17:40:37 - mmengine - INFO - Epoch(val) [6][4940/6282] eta: 0:01:17 time: 0.0581 data_time: 0.0063 memory: 726 2022/08/07 17:40:39 - mmengine - INFO - Epoch(val) [6][4960/6282] eta: 0:01:21 time: 0.0618 data_time: 0.0097 memory: 726 2022/08/07 17:40:40 - mmengine - INFO - Epoch(val) [6][4980/6282] eta: 0:01:18 time: 0.0599 data_time: 0.0053 memory: 726 2022/08/07 17:40:41 - mmengine - INFO - Epoch(val) [6][5000/6282] eta: 0:01:15 time: 0.0587 data_time: 0.0064 memory: 726 2022/08/07 17:40:42 - mmengine - INFO - Epoch(val) [6][5020/6282] eta: 0:01:06 time: 0.0526 data_time: 0.0052 memory: 726 2022/08/07 17:40:43 - mmengine - INFO - Epoch(val) [6][5040/6282] eta: 0:01:04 time: 0.0523 data_time: 0.0065 memory: 677 2022/08/07 17:40:44 - mmengine - INFO - Epoch(val) [6][5060/6282] eta: 0:01:04 time: 0.0525 data_time: 0.0061 memory: 677 2022/08/07 17:40:45 - mmengine - INFO - Epoch(val) [6][5080/6282] eta: 0:01:01 time: 0.0514 data_time: 0.0064 memory: 677 2022/08/07 17:40:46 - mmengine - INFO - Epoch(val) [6][5100/6282] eta: 0:01:02 time: 0.0531 data_time: 0.0062 memory: 677 2022/08/07 17:40:47 - mmengine - INFO - Epoch(val) [6][5120/6282] eta: 0:01:06 time: 0.0574 data_time: 0.0061 memory: 677 2022/08/07 17:40:49 - mmengine - INFO - Epoch(val) [6][5140/6282] eta: 0:01:34 time: 0.0827 data_time: 0.0074 memory: 676 2022/08/07 17:40:50 - mmengine - INFO - Epoch(val) [6][5160/6282] eta: 0:00:59 time: 0.0534 data_time: 0.0060 memory: 676 2022/08/07 17:40:51 - mmengine - INFO - Epoch(val) [6][5180/6282] eta: 0:01:00 time: 0.0550 data_time: 0.0076 memory: 676 2022/08/07 17:40:52 - mmengine - INFO - Epoch(val) [6][5200/6282] eta: 0:00:58 time: 0.0541 data_time: 0.0070 memory: 676 2022/08/07 17:40:53 - mmengine - INFO - Epoch(val) [6][5220/6282] eta: 0:00:55 time: 0.0522 data_time: 0.0057 memory: 676 2022/08/07 17:40:54 - mmengine - INFO - Epoch(val) [6][5240/6282] eta: 0:00:56 time: 0.0543 data_time: 0.0046 memory: 676 2022/08/07 17:40:56 - mmengine - INFO - Epoch(val) [6][5260/6282] eta: 0:00:57 time: 0.0559 data_time: 0.0080 memory: 676 2022/08/07 17:40:57 - mmengine - INFO - Epoch(val) [6][5280/6282] eta: 0:00:55 time: 0.0556 data_time: 0.0063 memory: 676 2022/08/07 17:40:58 - mmengine - INFO - Epoch(val) [6][5300/6282] eta: 0:00:54 time: 0.0556 data_time: 0.0054 memory: 676 2022/08/07 17:40:59 - mmengine - INFO - Epoch(val) [6][5320/6282] eta: 0:00:54 time: 0.0562 data_time: 0.0089 memory: 676 2022/08/07 17:41:00 - mmengine - INFO - Epoch(val) [6][5340/6282] eta: 0:01:11 time: 0.0756 data_time: 0.0046 memory: 676 2022/08/07 17:41:01 - mmengine - INFO - Epoch(val) [6][5360/6282] eta: 0:00:47 time: 0.0520 data_time: 0.0068 memory: 676 2022/08/07 17:41:03 - mmengine - INFO - Epoch(val) [6][5380/6282] eta: 0:00:47 time: 0.0529 data_time: 0.0066 memory: 676 2022/08/07 17:41:04 - mmengine - INFO - Epoch(val) [6][5400/6282] eta: 0:00:48 time: 0.0550 data_time: 0.0079 memory: 676 2022/08/07 17:41:05 - mmengine - INFO - Epoch(val) [6][5420/6282] eta: 0:00:47 time: 0.0546 data_time: 0.0067 memory: 676 2022/08/07 17:41:06 - mmengine - INFO - Epoch(val) [6][5440/6282] eta: 0:00:48 time: 0.0573 data_time: 0.0060 memory: 676 2022/08/07 17:41:07 - mmengine - INFO - Epoch(val) [6][5460/6282] eta: 0:00:45 time: 0.0552 data_time: 0.0075 memory: 676 2022/08/07 17:41:08 - mmengine - INFO - Epoch(val) [6][5480/6282] eta: 0:00:42 time: 0.0533 data_time: 0.0058 memory: 676 2022/08/07 17:41:09 - mmengine - INFO - Epoch(val) [6][5500/6282] eta: 0:00:42 time: 0.0541 data_time: 0.0076 memory: 676 2022/08/07 17:41:10 - mmengine - INFO - Epoch(val) [6][5520/6282] eta: 0:00:43 time: 0.0571 data_time: 0.0071 memory: 691 2022/08/07 17:41:12 - mmengine - INFO - Epoch(val) [6][5540/6282] eta: 0:00:42 time: 0.0579 data_time: 0.0058 memory: 691 2022/08/07 17:41:13 - mmengine - INFO - Epoch(val) [6][5560/6282] eta: 0:00:41 time: 0.0574 data_time: 0.0062 memory: 691 2022/08/07 17:41:14 - mmengine - INFO - Epoch(val) [6][5580/6282] eta: 0:00:37 time: 0.0540 data_time: 0.0064 memory: 691 2022/08/07 17:41:15 - mmengine - INFO - Epoch(val) [6][5600/6282] eta: 0:00:55 time: 0.0808 data_time: 0.0067 memory: 691 2022/08/07 17:41:16 - mmengine - INFO - Epoch(val) [6][5620/6282] eta: 0:00:35 time: 0.0532 data_time: 0.0065 memory: 691 2022/08/07 17:41:17 - mmengine - INFO - Epoch(val) [6][5640/6282] eta: 0:00:34 time: 0.0530 data_time: 0.0042 memory: 676 2022/08/07 17:41:19 - mmengine - INFO - Epoch(val) [6][5660/6282] eta: 0:00:33 time: 0.0540 data_time: 0.0066 memory: 676 2022/08/07 17:41:20 - mmengine - INFO - Epoch(val) [6][5680/6282] eta: 0:00:32 time: 0.0536 data_time: 0.0050 memory: 676 2022/08/07 17:41:21 - mmengine - INFO - Epoch(val) [6][5700/6282] eta: 0:00:33 time: 0.0575 data_time: 0.0089 memory: 676 2022/08/07 17:41:22 - mmengine - INFO - Epoch(val) [6][5720/6282] eta: 0:00:30 time: 0.0538 data_time: 0.0060 memory: 705 2022/08/07 17:41:23 - mmengine - INFO - Epoch(val) [6][5740/6282] eta: 0:00:29 time: 0.0540 data_time: 0.0071 memory: 705 2022/08/07 17:41:24 - mmengine - INFO - Epoch(val) [6][5760/6282] eta: 0:00:29 time: 0.0559 data_time: 0.0061 memory: 705 2022/08/07 17:41:25 - mmengine - INFO - Epoch(val) [6][5780/6282] eta: 0:00:26 time: 0.0529 data_time: 0.0054 memory: 705 2022/08/07 17:41:26 - mmengine - INFO - Epoch(val) [6][5800/6282] eta: 0:00:24 time: 0.0500 data_time: 0.0061 memory: 705 2022/08/07 17:41:27 - mmengine - INFO - Epoch(val) [6][5820/6282] eta: 0:00:23 time: 0.0513 data_time: 0.0057 memory: 705 2022/08/07 17:41:29 - mmengine - INFO - Epoch(val) [6][5840/6282] eta: 0:00:34 time: 0.0772 data_time: 0.0064 memory: 691 2022/08/07 17:41:30 - mmengine - INFO - Epoch(val) [6][5860/6282] eta: 0:00:22 time: 0.0541 data_time: 0.0069 memory: 691 2022/08/07 17:41:31 - mmengine - INFO - Epoch(val) [6][5880/6282] eta: 0:00:21 time: 0.0529 data_time: 0.0068 memory: 691 2022/08/07 17:41:32 - mmengine - INFO - Epoch(val) [6][5900/6282] eta: 0:00:21 time: 0.0556 data_time: 0.0064 memory: 691 2022/08/07 17:41:33 - mmengine - INFO - Epoch(val) [6][5920/6282] eta: 0:00:19 time: 0.0546 data_time: 0.0061 memory: 691 2022/08/07 17:41:34 - mmengine - INFO - Epoch(val) [6][5940/6282] eta: 0:00:18 time: 0.0546 data_time: 0.0056 memory: 676 2022/08/07 17:41:35 - mmengine - INFO - Epoch(val) [6][5960/6282] eta: 0:00:16 time: 0.0526 data_time: 0.0070 memory: 676 2022/08/07 17:41:36 - mmengine - INFO - Epoch(val) [6][5980/6282] eta: 0:00:16 time: 0.0546 data_time: 0.0053 memory: 676 2022/08/07 17:41:38 - mmengine - INFO - Epoch(val) [6][6000/6282] eta: 0:00:16 time: 0.0601 data_time: 0.0068 memory: 726 2022/08/07 17:41:39 - mmengine - INFO - Epoch(val) [6][6020/6282] eta: 0:00:16 time: 0.0619 data_time: 0.0071 memory: 726 2022/08/07 17:41:40 - mmengine - INFO - Epoch(val) [6][6040/6282] eta: 0:00:13 time: 0.0576 data_time: 0.0055 memory: 726 2022/08/07 17:41:41 - mmengine - INFO - Epoch(val) [6][6060/6282] eta: 0:00:13 time: 0.0613 data_time: 0.0093 memory: 726 2022/08/07 17:41:43 - mmengine - INFO - Epoch(val) [6][6080/6282] eta: 0:00:12 time: 0.0613 data_time: 0.0073 memory: 726 2022/08/07 17:41:44 - mmengine - INFO - Epoch(val) [6][6100/6282] eta: 0:00:13 time: 0.0765 data_time: 0.0215 memory: 726 2022/08/07 17:41:46 - mmengine - INFO - Epoch(val) [6][6120/6282] eta: 0:00:14 time: 0.0906 data_time: 0.0376 memory: 726 2022/08/07 17:41:48 - mmengine - INFO - Epoch(val) [6][6140/6282] eta: 0:00:12 time: 0.0901 data_time: 0.0391 memory: 726 2022/08/07 17:41:49 - mmengine - INFO - Epoch(val) [6][6160/6282] eta: 0:00:10 time: 0.0877 data_time: 0.0147 memory: 726 2022/08/07 17:41:51 - mmengine - INFO - Epoch(val) [6][6180/6282] eta: 0:00:08 time: 0.0856 data_time: 0.0320 memory: 726 2022/08/07 17:41:52 - mmengine - INFO - Epoch(val) [6][6200/6282] eta: 0:00:04 time: 0.0532 data_time: 0.0036 memory: 726 2022/08/07 17:41:53 - mmengine - INFO - Epoch(val) [6][6220/6282] eta: 0:00:03 time: 0.0562 data_time: 0.0063 memory: 726 2022/08/07 17:41:54 - mmengine - INFO - Epoch(val) [6][6240/6282] eta: 0:00:02 time: 0.0535 data_time: 0.0069 memory: 726 2022/08/07 17:41:55 - mmengine - INFO - Epoch(val) [6][6260/6282] eta: 0:00:01 time: 0.0506 data_time: 0.0049 memory: 726 2022/08/07 17:41:57 - mmengine - INFO - Epoch(val) [6][6280/6282] eta: 0:00:00 time: 0.0536 data_time: 0.0056 memory: 726 2022/08/07 17:46:37 - mmengine - INFO - Epoch(val) [6][6282/6282] mAP/mAP@0.5IOU: 0.2414 2022/08/07 17:46:37 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_6.pth is removed 2022/08/07 17:46:41 - mmengine - INFO - The best checkpoint with 0.2414 mAP/mAP@0.5IOU at 7 epoch is saved to best_mAP/mAP@0.5IOU_epoch_7.pth. 2022/08/07 17:47:03 - mmengine - INFO - Epoch(train) [7][20/1441] lr: 2.0000e-01 eta: 5:38:45 time: 1.0590 data_time: 0.2332 memory: 18616 grad_norm: 0.1050 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.7500 recall@top3: 0.7917 prec@top3: 0.6270 recall@top5: 0.8770 prec@top5: 0.4143 loss_action_cls: 0.0424 loss: 0.0424 2022/08/07 17:47:20 - mmengine - INFO - Epoch(train) [7][40/1441] lr: 2.0000e-01 eta: 5:38:18 time: 0.8625 data_time: 0.0372 memory: 18616 grad_norm: 0.1073 recall@thr=0.5: 0.7465 prec@thr=0.5: 0.8606 recall@top3: 0.8538 prec@top3: 0.6731 recall@top5: 0.8920 prec@top5: 0.4308 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 17:47:37 - mmengine - INFO - Epoch(train) [7][60/1441] lr: 2.0000e-01 eta: 5:37:52 time: 0.8797 data_time: 0.0598 memory: 18616 grad_norm: 0.1101 recall@thr=0.5: 0.6823 prec@thr=0.5: 0.7882 recall@top3: 0.7830 prec@top3: 0.7639 recall@top5: 0.9250 prec@top5: 0.5583 loss_action_cls: 0.0480 loss: 0.0480 2022/08/07 17:47:55 - mmengine - INFO - Epoch(train) [7][80/1441] lr: 2.0000e-01 eta: 5:37:26 time: 0.8806 data_time: 0.0486 memory: 18616 grad_norm: 0.1113 recall@thr=0.5: 0.7033 prec@thr=0.5: 0.8167 recall@top3: 0.8200 prec@top3: 0.6600 recall@top5: 0.9267 prec@top5: 0.4640 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 17:48:12 - mmengine - INFO - Epoch(train) [7][100/1441] lr: 2.0000e-01 eta: 5:36:59 time: 0.8455 data_time: 0.0421 memory: 18616 grad_norm: 0.1142 recall@thr=0.5: 0.7020 prec@thr=0.5: 0.7967 recall@top3: 0.8077 prec@top3: 0.6179 recall@top5: 0.9313 prec@top5: 0.4488 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 17:48:29 - mmengine - INFO - Epoch(train) [7][120/1441] lr: 2.0000e-01 eta: 5:36:31 time: 0.8423 data_time: 0.0461 memory: 18616 grad_norm: 0.1142 recall@thr=0.5: 0.6415 prec@thr=0.5: 0.6574 recall@top3: 0.7306 prec@top3: 0.5969 recall@top5: 0.8682 prec@top5: 0.4233 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 17:48:46 - mmengine - INFO - Epoch(train) [7][140/1441] lr: 2.0000e-01 eta: 5:36:05 time: 0.8831 data_time: 0.0568 memory: 18616 grad_norm: 0.1097 recall@thr=0.5: 0.8043 prec@thr=0.5: 0.8844 recall@top3: 0.8573 prec@top3: 0.6935 recall@top5: 0.9667 prec@top5: 0.4774 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 17:49:04 - mmengine - INFO - Epoch(train) [7][160/1441] lr: 2.0000e-01 eta: 5:35:38 time: 0.8631 data_time: 0.0475 memory: 18616 grad_norm: 0.1079 recall@thr=0.5: 0.6340 prec@thr=0.5: 0.7484 recall@top3: 0.7805 prec@top3: 0.7107 recall@top5: 0.9025 prec@top5: 0.5170 loss_action_cls: 0.0491 loss: 0.0491 2022/08/07 17:49:21 - mmengine - INFO - Epoch(train) [7][180/1441] lr: 2.0000e-01 eta: 5:35:12 time: 0.8589 data_time: 0.0634 memory: 18616 grad_norm: 0.1041 recall@thr=0.5: 0.6990 prec@thr=0.5: 0.8282 recall@top3: 0.8316 prec@top3: 0.6735 recall@top5: 0.9847 prec@top5: 0.4857 loss_action_cls: 0.0442 loss: 0.0442 2022/08/07 17:49:38 - mmengine - INFO - Epoch(train) [7][200/1441] lr: 2.0000e-01 eta: 5:34:45 time: 0.8613 data_time: 0.0416 memory: 18616 grad_norm: 0.1050 recall@thr=0.5: 0.8358 prec@thr=0.5: 0.8088 recall@top3: 0.8039 prec@top3: 0.6176 recall@top5: 0.9265 prec@top5: 0.4471 loss_action_cls: 0.0429 loss: 0.0429 2022/08/07 17:49:55 - mmengine - INFO - Epoch(train) [7][220/1441] lr: 2.0000e-01 eta: 5:34:18 time: 0.8576 data_time: 0.0488 memory: 18616 grad_norm: 0.1056 recall@thr=0.5: 0.8430 prec@thr=0.5: 0.8643 recall@top3: 0.8740 prec@top3: 0.6744 recall@top5: 0.9690 prec@top5: 0.4698 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 17:50:12 - mmengine - INFO - Epoch(train) [7][240/1441] lr: 2.0000e-01 eta: 5:33:51 time: 0.8519 data_time: 0.0483 memory: 18616 grad_norm: 0.1066 recall@thr=0.5: 0.7439 prec@thr=0.5: 0.9094 recall@top3: 0.8699 prec@top3: 0.7485 recall@top5: 0.9216 prec@top5: 0.4877 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 17:50:29 - mmengine - INFO - Epoch(train) [7][260/1441] lr: 2.0000e-01 eta: 5:33:24 time: 0.8454 data_time: 0.0481 memory: 18616 grad_norm: 0.1083 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.8519 recall@top3: 0.8296 prec@top3: 0.7185 recall@top5: 0.9333 prec@top5: 0.4933 loss_action_cls: 0.0453 loss: 0.0453 2022/08/07 17:50:46 - mmengine - INFO - Epoch(train) [7][280/1441] lr: 2.0000e-01 eta: 5:32:57 time: 0.8591 data_time: 0.0466 memory: 18616 grad_norm: 0.1075 recall@thr=0.5: 0.8262 prec@thr=0.5: 0.9326 recall@top3: 0.8652 prec@top3: 0.7589 recall@top5: 0.9645 prec@top5: 0.5234 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 17:51:03 - mmengine - INFO - Epoch(train) [7][300/1441] lr: 2.0000e-01 eta: 5:32:30 time: 0.8380 data_time: 0.0395 memory: 18616 grad_norm: 0.1183 recall@thr=0.5: 0.7465 prec@thr=0.5: 0.6986 recall@top3: 0.7996 prec@top3: 0.5816 recall@top5: 0.9681 prec@top5: 0.4426 loss_action_cls: 0.0475 loss: 0.0475 2022/08/07 17:51:20 - mmengine - INFO - Epoch(train) [7][320/1441] lr: 2.0000e-01 eta: 5:32:04 time: 0.8593 data_time: 0.0351 memory: 18616 grad_norm: 0.1083 recall@thr=0.5: 0.7585 prec@thr=0.5: 0.8203 recall@top3: 0.7801 prec@top3: 0.7712 recall@top5: 0.9608 prec@top5: 0.5804 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 17:51:37 - mmengine - INFO - Epoch(train) [7][340/1441] lr: 2.0000e-01 eta: 5:31:37 time: 0.8477 data_time: 0.0446 memory: 18616 grad_norm: 0.1148 recall@thr=0.5: 0.6209 prec@thr=0.5: 0.7157 recall@top3: 0.7729 prec@top3: 0.7190 recall@top5: 0.9314 prec@top5: 0.5294 loss_action_cls: 0.0460 loss: 0.0460 2022/08/07 17:51:49 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 17:51:55 - mmengine - INFO - Epoch(train) [7][360/1441] lr: 2.0000e-01 eta: 5:31:11 time: 0.8668 data_time: 0.0399 memory: 18616 grad_norm: 0.1071 recall@thr=0.5: 0.7267 prec@thr=0.5: 0.7933 recall@top3: 0.7900 prec@top3: 0.6267 recall@top5: 0.9417 prec@top5: 0.4680 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 17:52:12 - mmengine - INFO - Epoch(train) [7][380/1441] lr: 2.0000e-01 eta: 5:30:45 time: 0.8753 data_time: 0.0323 memory: 18616 grad_norm: 0.1046 recall@thr=0.5: 0.7279 prec@thr=0.5: 0.8946 recall@top3: 0.8554 prec@top3: 0.6259 recall@top5: 0.9677 prec@top5: 0.4449 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 17:52:29 - mmengine - INFO - Epoch(train) [7][400/1441] lr: 2.0000e-01 eta: 5:30:17 time: 0.8346 data_time: 0.0338 memory: 18616 grad_norm: 0.1074 recall@thr=0.5: 0.7421 prec@thr=0.5: 0.7778 recall@top3: 0.9008 prec@top3: 0.6508 recall@top5: 0.9762 prec@top5: 0.4381 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 17:52:46 - mmengine - INFO - Epoch(train) [7][420/1441] lr: 2.0000e-01 eta: 5:29:51 time: 0.8481 data_time: 0.0334 memory: 18616 grad_norm: 0.1105 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8277 recall@top3: 0.8390 prec@top3: 0.7348 recall@top5: 0.9337 prec@top5: 0.5091 loss_action_cls: 0.0426 loss: 0.0426 2022/08/07 17:53:03 - mmengine - INFO - Epoch(train) [7][440/1441] lr: 2.0000e-01 eta: 5:29:25 time: 0.8674 data_time: 0.0363 memory: 18616 grad_norm: 0.1104 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.8063 recall@top3: 0.8559 prec@top3: 0.5856 recall@top5: 0.9324 prec@top5: 0.4000 loss_action_cls: 0.0490 loss: 0.0490 2022/08/07 17:53:20 - mmengine - INFO - Epoch(train) [7][460/1441] lr: 2.0000e-01 eta: 5:28:58 time: 0.8541 data_time: 0.0379 memory: 18616 grad_norm: 0.1095 recall@thr=0.5: 0.6193 prec@thr=0.5: 0.7283 recall@top3: 0.7057 prec@top3: 0.6400 recall@top5: 0.8617 prec@top5: 0.4760 loss_action_cls: 0.0445 loss: 0.0445 2022/08/07 17:53:37 - mmengine - INFO - Epoch(train) [7][480/1441] lr: 2.0000e-01 eta: 5:28:32 time: 0.8439 data_time: 0.0380 memory: 18616 grad_norm: 0.1120 recall@thr=0.5: 0.8267 prec@thr=0.5: 0.8933 recall@top3: 0.9333 prec@top3: 0.7267 recall@top5: 0.9800 prec@top5: 0.4640 loss_action_cls: 0.0442 loss: 0.0442 2022/08/07 17:53:55 - mmengine - INFO - Epoch(train) [7][500/1441] lr: 2.0000e-01 eta: 5:28:06 time: 0.8769 data_time: 0.0498 memory: 18616 grad_norm: 0.1100 recall@thr=0.5: 0.7106 prec@thr=0.5: 0.7431 recall@top3: 0.7824 prec@top3: 0.6667 recall@top5: 0.9491 prec@top5: 0.5000 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 17:54:12 - mmengine - INFO - Epoch(train) [7][520/1441] lr: 2.0000e-01 eta: 5:27:40 time: 0.8462 data_time: 0.0377 memory: 18616 grad_norm: 0.1077 recall@thr=0.5: 0.8275 prec@thr=0.5: 0.8934 recall@top3: 0.8953 prec@top3: 0.6822 recall@top5: 1.0000 prec@top5: 0.4744 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 17:54:28 - mmengine - INFO - Epoch(train) [7][540/1441] lr: 2.0000e-01 eta: 5:27:12 time: 0.8322 data_time: 0.0347 memory: 18616 grad_norm: 0.1149 recall@thr=0.5: 0.7582 prec@thr=0.5: 0.7941 recall@top3: 0.8154 prec@top3: 0.5882 recall@top5: 0.9869 prec@top5: 0.4392 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 17:54:45 - mmengine - INFO - Epoch(train) [7][560/1441] lr: 2.0000e-01 eta: 5:26:46 time: 0.8529 data_time: 0.0343 memory: 18616 grad_norm: 0.1091 recall@thr=0.5: 0.7177 prec@thr=0.5: 0.7374 recall@top3: 0.7585 prec@top3: 0.6871 recall@top5: 0.8912 prec@top5: 0.4980 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 17:55:02 - mmengine - INFO - Epoch(train) [7][580/1441] lr: 2.0000e-01 eta: 5:26:20 time: 0.8638 data_time: 0.0452 memory: 18616 grad_norm: 0.1089 recall@thr=0.5: 0.9461 prec@thr=0.5: 0.8775 recall@top3: 0.9657 prec@top3: 0.6569 recall@top5: 1.0000 prec@top5: 0.4176 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 17:55:19 - mmengine - INFO - Epoch(train) [7][600/1441] lr: 2.0000e-01 eta: 5:25:53 time: 0.8199 data_time: 0.0382 memory: 18616 grad_norm: 0.1176 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.7738 recall@top3: 0.8333 prec@top3: 0.6746 recall@top5: 0.9762 prec@top5: 0.5000 loss_action_cls: 0.0465 loss: 0.0465 2022/08/07 17:55:35 - mmengine - INFO - Epoch(train) [7][620/1441] lr: 2.0000e-01 eta: 5:25:25 time: 0.8252 data_time: 0.0336 memory: 18616 grad_norm: 0.1119 recall@thr=0.5: 0.6034 prec@thr=0.5: 0.6994 recall@top3: 0.6867 prec@top3: 0.6420 recall@top5: 0.8225 prec@top5: 0.4741 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 17:55:53 - mmengine - INFO - Epoch(train) [7][640/1441] lr: 2.0000e-01 eta: 5:25:00 time: 0.8609 data_time: 0.0459 memory: 18616 grad_norm: 0.1056 recall@thr=0.5: 0.5692 prec@thr=0.5: 0.6635 recall@top3: 0.7123 prec@top3: 0.5220 recall@top5: 0.8396 prec@top5: 0.3811 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 17:56:09 - mmengine - INFO - Epoch(train) [7][660/1441] lr: 2.0000e-01 eta: 5:24:32 time: 0.8132 data_time: 0.0375 memory: 18616 grad_norm: 0.1078 recall@thr=0.5: 0.6422 prec@thr=0.5: 0.8101 recall@top3: 0.7721 prec@top3: 0.7674 recall@top5: 0.9074 prec@top5: 0.5442 loss_action_cls: 0.0408 loss: 0.0408 2022/08/07 17:56:26 - mmengine - INFO - Epoch(train) [7][680/1441] lr: 2.0000e-01 eta: 5:24:05 time: 0.8400 data_time: 0.0341 memory: 18616 grad_norm: 0.1108 recall@thr=0.5: 0.7121 prec@thr=0.5: 0.7386 recall@top3: 0.7557 prec@top3: 0.5909 recall@top5: 0.8750 prec@top5: 0.4182 loss_action_cls: 0.0436 loss: 0.0436 2022/08/07 17:56:42 - mmengine - INFO - Epoch(train) [7][700/1441] lr: 2.0000e-01 eta: 5:23:39 time: 0.8349 data_time: 0.0365 memory: 18616 grad_norm: 0.1120 recall@thr=0.5: 0.7735 prec@thr=0.5: 0.8147 recall@top3: 0.8480 prec@top3: 0.7516 recall@top5: 0.8925 prec@top5: 0.4863 loss_action_cls: 0.0451 loss: 0.0451 2022/08/07 17:56:59 - mmengine - INFO - Epoch(train) [7][720/1441] lr: 2.0000e-01 eta: 5:23:13 time: 0.8486 data_time: 0.0430 memory: 18616 grad_norm: 0.1199 recall@thr=0.5: 0.6933 prec@thr=0.5: 0.8794 recall@top3: 0.8103 prec@top3: 0.6667 recall@top5: 0.9184 prec@top5: 0.4681 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 17:57:16 - mmengine - INFO - Epoch(train) [7][740/1441] lr: 2.0000e-01 eta: 5:22:47 time: 0.8550 data_time: 0.0354 memory: 18616 grad_norm: 0.1150 recall@thr=0.5: 0.7236 prec@thr=0.5: 0.7236 recall@top3: 0.7154 prec@top3: 0.5041 recall@top5: 0.9228 prec@top5: 0.3854 loss_action_cls: 0.0465 loss: 0.0465 2022/08/07 17:57:34 - mmengine - INFO - Epoch(train) [7][760/1441] lr: 2.0000e-01 eta: 5:22:21 time: 0.8583 data_time: 0.0365 memory: 18616 grad_norm: 0.1145 recall@thr=0.5: 0.6402 prec@thr=0.5: 0.7564 recall@top3: 0.7850 prec@top3: 0.5812 recall@top5: 0.9556 prec@top5: 0.4205 loss_action_cls: 0.0439 loss: 0.0439 2022/08/07 17:57:51 - mmengine - INFO - Epoch(train) [7][780/1441] lr: 2.0000e-01 eta: 5:21:56 time: 0.8808 data_time: 0.0403 memory: 18616 grad_norm: 0.1111 recall@thr=0.5: 0.5739 prec@thr=0.5: 0.7790 recall@top3: 0.8029 prec@top3: 0.6667 recall@top5: 0.9493 prec@top5: 0.4870 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 17:58:08 - mmengine - INFO - Epoch(train) [7][800/1441] lr: 2.0000e-01 eta: 5:21:30 time: 0.8442 data_time: 0.0361 memory: 18616 grad_norm: 0.1092 recall@thr=0.5: 0.6711 prec@thr=0.5: 0.8463 recall@top3: 0.8433 prec@top3: 0.7333 recall@top5: 0.9022 prec@top5: 0.4844 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 17:58:25 - mmengine - INFO - Epoch(train) [7][820/1441] lr: 2.0000e-01 eta: 5:21:05 time: 0.8550 data_time: 0.0333 memory: 18616 grad_norm: 0.1152 recall@thr=0.5: 0.7958 prec@thr=0.5: 0.7208 recall@top3: 0.8417 prec@top3: 0.6333 recall@top5: 0.9271 prec@top5: 0.4350 loss_action_cls: 0.0419 loss: 0.0419 2022/08/07 17:58:42 - mmengine - INFO - Epoch(train) [7][840/1441] lr: 2.0000e-01 eta: 5:20:39 time: 0.8459 data_time: 0.0360 memory: 18616 grad_norm: 0.1076 recall@thr=0.5: 0.7404 prec@thr=0.5: 0.8684 recall@top3: 0.9114 prec@top3: 0.7281 recall@top5: 0.9719 prec@top5: 0.4842 loss_action_cls: 0.0444 loss: 0.0444 2022/08/07 17:58:59 - mmengine - INFO - Epoch(train) [7][860/1441] lr: 2.0000e-01 eta: 5:20:12 time: 0.8262 data_time: 0.0358 memory: 18616 grad_norm: 0.1073 recall@thr=0.5: 0.8009 prec@thr=0.5: 0.8333 recall@top3: 0.8824 prec@top3: 0.7333 recall@top5: 0.9624 prec@top5: 0.4909 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 17:59:15 - mmengine - INFO - Epoch(train) [7][880/1441] lr: 2.0000e-01 eta: 5:19:45 time: 0.8282 data_time: 0.0326 memory: 18616 grad_norm: 0.1045 recall@thr=0.5: 0.7698 prec@thr=0.5: 0.8175 recall@top3: 0.8294 prec@top3: 0.6032 recall@top5: 0.9127 prec@top5: 0.4048 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 17:59:32 - mmengine - INFO - Epoch(train) [7][900/1441] lr: 2.0000e-01 eta: 5:19:19 time: 0.8457 data_time: 0.0370 memory: 18616 grad_norm: 0.1103 recall@thr=0.5: 0.7563 prec@thr=0.5: 0.9556 recall@top3: 0.8663 prec@top3: 0.8148 recall@top5: 0.9378 prec@top5: 0.5422 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 17:59:49 - mmengine - INFO - Epoch(train) [7][920/1441] lr: 2.0000e-01 eta: 5:18:54 time: 0.8647 data_time: 0.0599 memory: 18616 grad_norm: 0.1067 recall@thr=0.5: 0.8408 prec@thr=0.5: 0.8546 recall@top3: 0.8150 prec@top3: 0.7250 recall@top5: 0.9667 prec@top5: 0.5350 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 18:00:10 - mmengine - INFO - Epoch(train) [7][940/1441] lr: 2.0000e-01 eta: 5:18:35 time: 1.0206 data_time: 0.0501 memory: 18616 grad_norm: 0.1128 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.7798 recall@top3: 0.7917 prec@top3: 0.6559 recall@top5: 0.9344 prec@top5: 0.4742 loss_action_cls: 0.0419 loss: 0.0419 2022/08/07 18:00:27 - mmengine - INFO - Epoch(train) [7][960/1441] lr: 2.0000e-01 eta: 5:18:11 time: 0.8769 data_time: 0.0388 memory: 18616 grad_norm: 0.1072 recall@thr=0.5: 0.8163 prec@thr=0.5: 0.8461 recall@top3: 0.8395 prec@top3: 0.7054 recall@top5: 0.9488 prec@top5: 0.4930 loss_action_cls: 0.0439 loss: 0.0439 2022/08/07 18:00:45 - mmengine - INFO - Epoch(train) [7][980/1441] lr: 2.0000e-01 eta: 5:17:47 time: 0.8839 data_time: 0.0375 memory: 18616 grad_norm: 0.1126 recall@thr=0.5: 0.7696 prec@thr=0.5: 0.8235 recall@top3: 0.8905 prec@top3: 0.7255 recall@top5: 0.9510 prec@top5: 0.4784 loss_action_cls: 0.0459 loss: 0.0459 2022/08/07 18:01:02 - mmengine - INFO - Epoch(train) [7][1000/1441] lr: 2.0000e-01 eta: 5:17:20 time: 0.8261 data_time: 0.0463 memory: 18616 grad_norm: 0.1116 recall@thr=0.5: 0.5726 prec@thr=0.5: 0.5919 recall@top3: 0.7179 prec@top3: 0.5897 recall@top5: 0.8761 prec@top5: 0.4410 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 18:01:18 - mmengine - INFO - Epoch(train) [7][1020/1441] lr: 2.0000e-01 eta: 5:16:54 time: 0.8448 data_time: 0.0323 memory: 18616 grad_norm: 0.1069 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.7460 recall@top3: 0.6944 prec@top3: 0.6746 recall@top5: 0.8889 prec@top5: 0.5048 loss_action_cls: 0.0439 loss: 0.0439 2022/08/07 18:01:36 - mmengine - INFO - Epoch(train) [7][1040/1441] lr: 2.0000e-01 eta: 5:16:30 time: 0.8804 data_time: 0.0331 memory: 18616 grad_norm: 0.1047 recall@thr=0.5: 0.7793 prec@thr=0.5: 0.8694 recall@top3: 0.8874 prec@top3: 0.6577 recall@top5: 0.9797 prec@top5: 0.4541 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 18:01:53 - mmengine - INFO - Epoch(train) [7][1060/1441] lr: 2.0000e-01 eta: 5:16:05 time: 0.8634 data_time: 0.0435 memory: 18616 grad_norm: 0.1068 recall@thr=0.5: 0.7067 prec@thr=0.5: 0.6767 recall@top3: 0.7900 prec@top3: 0.5867 recall@top5: 0.9350 prec@top5: 0.4360 loss_action_cls: 0.0429 loss: 0.0429 2022/08/07 18:02:10 - mmengine - INFO - Epoch(train) [7][1080/1441] lr: 2.0000e-01 eta: 5:15:39 time: 0.8310 data_time: 0.0325 memory: 18616 grad_norm: 0.1051 recall@thr=0.5: 0.7162 prec@thr=0.5: 0.8514 recall@top3: 0.8649 prec@top3: 0.7297 recall@top5: 1.0000 prec@top5: 0.4919 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 18:02:45 - mmengine - INFO - Epoch(train) [7][1100/1441] lr: 2.0000e-01 eta: 5:15:48 time: 1.7262 data_time: 0.6034 memory: 18616 grad_norm: 0.1078 recall@thr=0.5: 0.7106 prec@thr=0.5: 0.7436 recall@top3: 0.7699 prec@top3: 0.6923 recall@top5: 0.9343 prec@top5: 0.5192 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 18:03:20 - mmengine - INFO - Epoch(train) [7][1120/1441] lr: 2.0000e-01 eta: 5:15:59 time: 1.7978 data_time: 0.9459 memory: 18616 grad_norm: 0.1086 recall@thr=0.5: 0.6452 prec@thr=0.5: 0.8189 recall@top3: 0.7381 prec@top3: 0.6987 recall@top5: 0.8699 prec@top5: 0.5154 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 18:03:51 - mmengine - INFO - Epoch(train) [7][1140/1441] lr: 2.0000e-01 eta: 5:16:00 time: 1.5181 data_time: 0.6570 memory: 18616 grad_norm: 0.1042 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.7741 recall@top3: 0.7874 prec@top3: 0.5306 recall@top5: 0.8707 prec@top5: 0.3633 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 18:04:09 - mmengine - INFO - Epoch(train) [7][1160/1441] lr: 2.0000e-01 eta: 5:15:36 time: 0.8934 data_time: 0.0364 memory: 18616 grad_norm: 0.1087 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.8420 recall@top3: 0.8663 prec@top3: 0.7014 recall@top5: 0.9688 prec@top5: 0.4875 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 18:04:26 - mmengine - INFO - Epoch(train) [7][1180/1441] lr: 2.0000e-01 eta: 5:15:11 time: 0.8701 data_time: 0.0437 memory: 18616 grad_norm: 0.1174 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7300 recall@top3: 0.8083 prec@top3: 0.6533 recall@top5: 0.9483 prec@top5: 0.4680 loss_action_cls: 0.0444 loss: 0.0444 2022/08/07 18:04:44 - mmengine - INFO - Epoch(train) [7][1200/1441] lr: 2.0000e-01 eta: 5:14:47 time: 0.8792 data_time: 0.0327 memory: 18616 grad_norm: 0.1130 recall@thr=0.5: 0.7721 prec@thr=0.5: 0.8333 recall@top3: 0.8690 prec@top3: 0.7619 recall@top5: 0.8980 prec@top5: 0.4776 loss_action_cls: 0.0419 loss: 0.0419 2022/08/07 18:05:01 - mmengine - INFO - Epoch(train) [7][1220/1441] lr: 2.0000e-01 eta: 5:14:22 time: 0.8651 data_time: 0.0347 memory: 18616 grad_norm: 0.1104 recall@thr=0.5: 0.7283 prec@thr=0.5: 0.7750 recall@top3: 0.7700 prec@top3: 0.6533 recall@top5: 0.9117 prec@top5: 0.4720 loss_action_cls: 0.0452 loss: 0.0452 2022/08/07 18:05:17 - mmengine - INFO - Epoch(train) [7][1240/1441] lr: 2.0000e-01 eta: 5:13:55 time: 0.8248 data_time: 0.0421 memory: 18616 grad_norm: 0.1071 recall@thr=0.5: 0.6343 prec@thr=0.5: 0.7846 recall@top3: 0.8225 prec@top3: 0.6852 recall@top5: 0.9414 prec@top5: 0.4889 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 18:05:34 - mmengine - INFO - Epoch(train) [7][1260/1441] lr: 2.0000e-01 eta: 5:13:30 time: 0.8423 data_time: 0.0326 memory: 18616 grad_norm: 0.1037 recall@thr=0.5: 0.7094 prec@thr=0.5: 0.7671 recall@top3: 0.7714 prec@top3: 0.6325 recall@top5: 0.8846 prec@top5: 0.4462 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 18:05:52 - mmengine - INFO - Epoch(train) [7][1280/1441] lr: 2.0000e-01 eta: 5:13:06 time: 0.8877 data_time: 0.0424 memory: 18616 grad_norm: 0.1051 recall@thr=0.5: 0.6713 prec@thr=0.5: 0.5870 recall@top3: 0.7292 prec@top3: 0.5648 recall@top5: 0.8333 prec@top5: 0.3944 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 18:06:09 - mmengine - INFO - Epoch(train) [7][1300/1441] lr: 2.0000e-01 eta: 5:12:40 time: 0.8380 data_time: 0.0315 memory: 18616 grad_norm: 0.1058 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.9028 recall@top3: 0.8492 prec@top3: 0.6429 recall@top5: 0.9187 prec@top5: 0.4381 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 18:06:26 - mmengine - INFO - Epoch(train) [7][1320/1441] lr: 2.0000e-01 eta: 5:12:15 time: 0.8611 data_time: 0.0347 memory: 18616 grad_norm: 0.1038 recall@thr=0.5: 0.6887 prec@thr=0.5: 0.5528 recall@top3: 0.7767 prec@top3: 0.5409 recall@top5: 0.8648 prec@top5: 0.3623 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 18:06:43 - mmengine - INFO - Epoch(train) [7][1340/1441] lr: 2.0000e-01 eta: 5:11:50 time: 0.8581 data_time: 0.0422 memory: 18616 grad_norm: 0.1109 recall@thr=0.5: 0.6454 prec@thr=0.5: 0.7482 recall@top3: 0.7323 prec@top3: 0.6809 recall@top5: 0.9078 prec@top5: 0.5149 loss_action_cls: 0.0426 loss: 0.0426 2022/08/07 18:06:55 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 18:07:00 - mmengine - INFO - Epoch(train) [7][1360/1441] lr: 2.0000e-01 eta: 5:11:24 time: 0.8374 data_time: 0.0377 memory: 18616 grad_norm: 0.1128 recall@thr=0.5: 0.7481 prec@thr=0.5: 0.7946 recall@top3: 0.8837 prec@top3: 0.6589 recall@top5: 0.9419 prec@top5: 0.4233 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 18:07:17 - mmengine - INFO - Epoch(train) [7][1380/1441] lr: 2.0000e-01 eta: 5:11:00 time: 0.8689 data_time: 0.0447 memory: 18616 grad_norm: 0.1059 recall@thr=0.5: 0.6459 prec@thr=0.5: 0.7311 recall@top3: 0.7881 prec@top3: 0.6226 recall@top5: 0.9428 prec@top5: 0.4453 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 18:07:35 - mmengine - INFO - Epoch(train) [7][1400/1441] lr: 2.0000e-01 eta: 5:10:36 time: 0.8878 data_time: 0.0395 memory: 18616 grad_norm: 0.1087 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.7736 recall@top3: 0.8022 prec@top3: 0.6478 recall@top5: 0.9035 prec@top5: 0.4377 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 18:07:52 - mmengine - INFO - Epoch(train) [7][1420/1441] lr: 2.0000e-01 eta: 5:10:11 time: 0.8639 data_time: 0.0380 memory: 18616 grad_norm: 0.1050 recall@thr=0.5: 0.6892 prec@thr=0.5: 0.7680 recall@top3: 0.7838 prec@top3: 0.5225 recall@top5: 0.8694 prec@top5: 0.3622 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 18:08:09 - mmengine - INFO - Epoch(train) [7][1440/1441] lr: 2.0000e-01 eta: 5:09:45 time: 0.8245 data_time: 0.0342 memory: 18616 grad_norm: 0.1124 recall@thr=0.5: 0.7154 prec@thr=0.5: 0.9188 recall@top3: 0.7684 prec@top3: 0.7436 recall@top5: 0.9504 prec@top5: 0.5641 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 18:08:09 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 18:08:09 - mmengine - INFO - Epoch(train) [7][1441/1441] lr: 2.0000e-01 eta: 5:09:45 time: 0.8063 data_time: 0.0314 memory: 9568 grad_norm: 0.1144 recall@thr=0.5: 0.7105 prec@thr=0.5: 0.7895 recall@top3: 0.8816 prec@top3: 0.7368 recall@top5: 0.9474 prec@top5: 0.4842 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 18:08:09 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/08/07 18:08:16 - mmengine - INFO - Epoch(val) [7][20/6282] eta: 0:07:31 time: 0.0721 data_time: 0.0237 memory: 663 2022/08/07 18:08:17 - mmengine - INFO - Epoch(val) [7][40/6282] eta: 0:05:46 time: 0.0555 data_time: 0.0128 memory: 663 2022/08/07 18:08:18 - mmengine - INFO - Epoch(val) [7][60/6282] eta: 0:05:20 time: 0.0516 data_time: 0.0046 memory: 663 2022/08/07 18:08:19 - mmengine - INFO - Epoch(val) [7][80/6282] eta: 0:05:03 time: 0.0489 data_time: 0.0043 memory: 663 2022/08/07 18:08:20 - mmengine - INFO - Epoch(val) [7][100/6282] eta: 0:05:06 time: 0.0496 data_time: 0.0046 memory: 663 2022/08/07 18:08:21 - mmengine - INFO - Epoch(val) [7][120/6282] eta: 0:06:01 time: 0.0586 data_time: 0.0066 memory: 726 2022/08/07 18:08:22 - mmengine - INFO - Epoch(val) [7][140/6282] eta: 0:06:20 time: 0.0619 data_time: 0.0083 memory: 726 2022/08/07 18:08:23 - mmengine - INFO - Epoch(val) [7][160/6282] eta: 0:06:32 time: 0.0642 data_time: 0.0090 memory: 726 2022/08/07 18:08:25 - mmengine - INFO - Epoch(val) [7][180/6282] eta: 0:06:11 time: 0.0609 data_time: 0.0068 memory: 726 2022/08/07 18:08:26 - mmengine - INFO - Epoch(val) [7][200/6282] eta: 0:06:39 time: 0.0658 data_time: 0.0082 memory: 726 2022/08/07 18:08:27 - mmengine - INFO - Epoch(val) [7][220/6282] eta: 0:05:21 time: 0.0530 data_time: 0.0057 memory: 676 2022/08/07 18:08:28 - mmengine - INFO - Epoch(val) [7][240/6282] eta: 0:05:13 time: 0.0519 data_time: 0.0052 memory: 676 2022/08/07 18:08:29 - mmengine - INFO - Epoch(val) [7][260/6282] eta: 0:05:01 time: 0.0500 data_time: 0.0061 memory: 676 2022/08/07 18:08:30 - mmengine - INFO - Epoch(val) [7][280/6282] eta: 0:05:05 time: 0.0509 data_time: 0.0050 memory: 676 2022/08/07 18:08:32 - mmengine - INFO - Epoch(val) [7][300/6282] eta: 0:07:58 time: 0.0800 data_time: 0.0072 memory: 726 2022/08/07 18:08:33 - mmengine - INFO - Epoch(val) [7][320/6282] eta: 0:07:30 time: 0.0755 data_time: 0.0146 memory: 726 2022/08/07 18:08:35 - mmengine - INFO - Epoch(val) [7][340/6282] eta: 0:08:01 time: 0.0811 data_time: 0.0308 memory: 726 2022/08/07 18:08:37 - mmengine - INFO - Epoch(val) [7][360/6282] eta: 0:08:34 time: 0.0869 data_time: 0.0296 memory: 726 2022/08/07 18:08:38 - mmengine - INFO - Epoch(val) [7][380/6282] eta: 0:08:40 time: 0.0882 data_time: 0.0338 memory: 726 2022/08/07 18:08:40 - mmengine - INFO - Epoch(val) [7][400/6282] eta: 0:07:23 time: 0.0755 data_time: 0.0248 memory: 726 2022/08/07 18:08:41 - mmengine - INFO - Epoch(val) [7][420/6282] eta: 0:05:26 time: 0.0557 data_time: 0.0059 memory: 677 2022/08/07 18:08:42 - mmengine - INFO - Epoch(val) [7][440/6282] eta: 0:05:03 time: 0.0520 data_time: 0.0075 memory: 677 2022/08/07 18:08:43 - mmengine - INFO - Epoch(val) [7][460/6282] eta: 0:05:13 time: 0.0538 data_time: 0.0057 memory: 677 2022/08/07 18:08:44 - mmengine - INFO - Epoch(val) [7][480/6282] eta: 0:05:22 time: 0.0556 data_time: 0.0062 memory: 677 2022/08/07 18:08:45 - mmengine - INFO - Epoch(val) [7][500/6282] eta: 0:05:11 time: 0.0538 data_time: 0.0077 memory: 677 2022/08/07 18:08:46 - mmengine - INFO - Epoch(val) [7][520/6282] eta: 0:05:12 time: 0.0543 data_time: 0.0066 memory: 676 2022/08/07 18:08:47 - mmengine - INFO - Epoch(val) [7][540/6282] eta: 0:04:40 time: 0.0489 data_time: 0.0061 memory: 676 2022/08/07 18:08:49 - mmengine - INFO - Epoch(val) [7][560/6282] eta: 0:06:59 time: 0.0733 data_time: 0.0058 memory: 676 2022/08/07 18:08:50 - mmengine - INFO - Epoch(val) [7][580/6282] eta: 0:04:35 time: 0.0483 data_time: 0.0053 memory: 676 2022/08/07 18:08:51 - mmengine - INFO - Epoch(val) [7][600/6282] eta: 0:04:38 time: 0.0490 data_time: 0.0053 memory: 676 2022/08/07 18:08:52 - mmengine - INFO - Epoch(val) [7][620/6282] eta: 0:04:40 time: 0.0495 data_time: 0.0048 memory: 676 2022/08/07 18:08:53 - mmengine - INFO - Epoch(val) [7][640/6282] eta: 0:04:29 time: 0.0477 data_time: 0.0057 memory: 670 2022/08/07 18:08:54 - mmengine - INFO - Epoch(val) [7][660/6282] eta: 0:04:08 time: 0.0443 data_time: 0.0043 memory: 670 2022/08/07 18:08:55 - mmengine - INFO - Epoch(val) [7][680/6282] eta: 0:03:51 time: 0.0414 data_time: 0.0035 memory: 670 2022/08/07 18:08:55 - mmengine - INFO - Epoch(val) [7][700/6282] eta: 0:04:10 time: 0.0450 data_time: 0.0044 memory: 670 2022/08/07 18:08:58 - mmengine - INFO - Epoch(val) [7][720/6282] eta: 0:11:24 time: 0.1230 data_time: 0.0807 memory: 726 2022/08/07 18:09:02 - mmengine - INFO - Epoch(val) [7][740/6282] eta: 0:16:53 time: 0.1829 data_time: 0.1105 memory: 726 2022/08/07 18:09:04 - mmengine - INFO - Epoch(val) [7][760/6282] eta: 0:13:06 time: 0.1424 data_time: 0.0957 memory: 726 2022/08/07 18:09:08 - mmengine - INFO - Epoch(val) [7][780/6282] eta: 0:15:36 time: 0.1701 data_time: 0.1256 memory: 726 2022/08/07 18:09:11 - mmengine - INFO - Epoch(val) [7][800/6282] eta: 0:15:10 time: 0.1661 data_time: 0.1166 memory: 726 2022/08/07 18:09:13 - mmengine - INFO - Epoch(val) [7][820/6282] eta: 0:08:32 time: 0.0938 data_time: 0.0433 memory: 726 2022/08/07 18:09:14 - mmengine - INFO - Epoch(val) [7][840/6282] eta: 0:04:48 time: 0.0531 data_time: 0.0065 memory: 676 2022/08/07 18:09:15 - mmengine - INFO - Epoch(val) [7][860/6282] eta: 0:04:47 time: 0.0529 data_time: 0.0070 memory: 676 2022/08/07 18:09:16 - mmengine - INFO - Epoch(val) [7][880/6282] eta: 0:04:38 time: 0.0516 data_time: 0.0063 memory: 676 2022/08/07 18:09:18 - mmengine - INFO - Epoch(val) [7][900/6282] eta: 0:06:45 time: 0.0753 data_time: 0.0047 memory: 676 2022/08/07 18:09:19 - mmengine - INFO - Epoch(val) [7][920/6282] eta: 0:05:01 time: 0.0562 data_time: 0.0066 memory: 676 2022/08/07 18:09:20 - mmengine - INFO - Epoch(val) [7][940/6282] eta: 0:05:02 time: 0.0567 data_time: 0.0085 memory: 663 2022/08/07 18:09:21 - mmengine - INFO - Epoch(val) [7][960/6282] eta: 0:04:32 time: 0.0512 data_time: 0.0061 memory: 663 2022/08/07 18:09:22 - mmengine - INFO - Epoch(val) [7][980/6282] eta: 0:05:10 time: 0.0585 data_time: 0.0063 memory: 663 2022/08/07 18:09:23 - mmengine - INFO - Epoch(val) [7][1000/6282] eta: 0:04:36 time: 0.0523 data_time: 0.0063 memory: 663 2022/08/07 18:09:24 - mmengine - INFO - Epoch(val) [7][1020/6282] eta: 0:04:41 time: 0.0535 data_time: 0.0048 memory: 676 2022/08/07 18:09:26 - mmengine - INFO - Epoch(val) [7][1040/6282] eta: 0:04:52 time: 0.0558 data_time: 0.0058 memory: 676 2022/08/07 18:09:27 - mmengine - INFO - Epoch(val) [7][1060/6282] eta: 0:04:50 time: 0.0556 data_time: 0.0074 memory: 676 2022/08/07 18:09:28 - mmengine - INFO - Epoch(val) [7][1080/6282] eta: 0:04:38 time: 0.0535 data_time: 0.0079 memory: 676 2022/08/07 18:09:29 - mmengine - INFO - Epoch(val) [7][1100/6282] eta: 0:04:45 time: 0.0552 data_time: 0.0089 memory: 676 2022/08/07 18:09:30 - mmengine - INFO - Epoch(val) [7][1120/6282] eta: 0:04:45 time: 0.0553 data_time: 0.0072 memory: 676 2022/08/07 18:09:32 - mmengine - INFO - Epoch(val) [7][1140/6282] eta: 0:06:53 time: 0.0804 data_time: 0.0073 memory: 676 2022/08/07 18:09:33 - mmengine - INFO - Epoch(val) [7][1160/6282] eta: 0:04:26 time: 0.0520 data_time: 0.0069 memory: 676 2022/08/07 18:09:34 - mmengine - INFO - Epoch(val) [7][1180/6282] eta: 0:03:58 time: 0.0467 data_time: 0.0051 memory: 676 2022/08/07 18:09:34 - mmengine - INFO - Epoch(val) [7][1200/6282] eta: 0:03:41 time: 0.0436 data_time: 0.0043 memory: 676 2022/08/07 18:09:35 - mmengine - INFO - Epoch(val) [7][1220/6282] eta: 0:03:46 time: 0.0448 data_time: 0.0040 memory: 676 2022/08/07 18:09:39 - mmengine - INFO - Epoch(val) [7][1240/6282] eta: 0:13:58 time: 0.1664 data_time: 0.1191 memory: 726 2022/08/07 18:09:42 - mmengine - INFO - Epoch(val) [7][1260/6282] eta: 0:11:48 time: 0.1411 data_time: 0.0917 memory: 726 2022/08/07 18:09:45 - mmengine - INFO - Epoch(val) [7][1280/6282] eta: 0:14:39 time: 0.1759 data_time: 0.1282 memory: 726 2022/08/07 18:09:48 - mmengine - INFO - Epoch(val) [7][1300/6282] eta: 0:11:47 time: 0.1420 data_time: 0.0944 memory: 726 2022/08/07 18:09:52 - mmengine - INFO - Epoch(val) [7][1320/6282] eta: 0:16:02 time: 0.1940 data_time: 0.1197 memory: 726 2022/08/07 18:09:54 - mmengine - INFO - Epoch(val) [7][1340/6282] eta: 0:09:36 time: 0.1166 data_time: 0.0622 memory: 726 2022/08/07 18:09:58 - mmengine - INFO - Epoch(val) [7][1360/6282] eta: 0:14:06 time: 0.1719 data_time: 0.1257 memory: 726 2022/08/07 18:10:00 - mmengine - INFO - Epoch(val) [7][1380/6282] eta: 0:10:49 time: 0.1324 data_time: 0.0819 memory: 726 2022/08/07 18:10:04 - mmengine - INFO - Epoch(val) [7][1400/6282] eta: 0:13:20 time: 0.1640 data_time: 0.1173 memory: 726 2022/08/07 18:10:06 - mmengine - INFO - Epoch(val) [7][1420/6282] eta: 0:10:43 time: 0.1323 data_time: 0.0793 memory: 726 2022/08/07 18:10:08 - mmengine - INFO - Epoch(val) [7][1440/6282] eta: 0:08:22 time: 0.1038 data_time: 0.0501 memory: 726 2022/08/07 18:10:10 - mmengine - INFO - Epoch(val) [7][1460/6282] eta: 0:05:18 time: 0.0660 data_time: 0.0091 memory: 726 2022/08/07 18:10:11 - mmengine - INFO - Epoch(val) [7][1480/6282] eta: 0:05:16 time: 0.0660 data_time: 0.0077 memory: 726 2022/08/07 18:10:12 - mmengine - INFO - Epoch(val) [7][1500/6282] eta: 0:04:41 time: 0.0589 data_time: 0.0066 memory: 726 2022/08/07 18:10:13 - mmengine - INFO - Epoch(val) [7][1520/6282] eta: 0:05:06 time: 0.0644 data_time: 0.0083 memory: 798 2022/08/07 18:10:15 - mmengine - INFO - Epoch(val) [7][1540/6282] eta: 0:05:46 time: 0.0731 data_time: 0.0087 memory: 798 2022/08/07 18:10:16 - mmengine - INFO - Epoch(val) [7][1560/6282] eta: 0:05:39 time: 0.0719 data_time: 0.0078 memory: 798 2022/08/07 18:10:18 - mmengine - INFO - Epoch(val) [7][1580/6282] eta: 0:05:22 time: 0.0685 data_time: 0.0077 memory: 798 2022/08/07 18:10:19 - mmengine - INFO - Epoch(val) [7][1600/6282] eta: 0:05:39 time: 0.0725 data_time: 0.0072 memory: 798 2022/08/07 18:10:21 - mmengine - INFO - Epoch(val) [7][1620/6282] eta: 0:05:25 time: 0.0699 data_time: 0.0074 memory: 798 2022/08/07 18:10:22 - mmengine - INFO - Epoch(val) [7][1640/6282] eta: 0:06:37 time: 0.0856 data_time: 0.0055 memory: 726 2022/08/07 18:10:23 - mmengine - INFO - Epoch(val) [7][1660/6282] eta: 0:04:12 time: 0.0547 data_time: 0.0057 memory: 726 2022/08/07 18:10:24 - mmengine - INFO - Epoch(val) [7][1680/6282] eta: 0:04:10 time: 0.0543 data_time: 0.0071 memory: 726 2022/08/07 18:10:26 - mmengine - INFO - Epoch(val) [7][1700/6282] eta: 0:04:08 time: 0.0543 data_time: 0.0053 memory: 726 2022/08/07 18:10:27 - mmengine - INFO - Epoch(val) [7][1720/6282] eta: 0:04:06 time: 0.0539 data_time: 0.0059 memory: 726 2022/08/07 18:10:28 - mmengine - INFO - Epoch(val) [7][1740/6282] eta: 0:04:19 time: 0.0571 data_time: 0.0055 memory: 726 2022/08/07 18:10:29 - mmengine - INFO - Epoch(val) [7][1760/6282] eta: 0:04:18 time: 0.0571 data_time: 0.0051 memory: 726 2022/08/07 18:10:30 - mmengine - INFO - Epoch(val) [7][1780/6282] eta: 0:04:09 time: 0.0554 data_time: 0.0054 memory: 726 2022/08/07 18:10:31 - mmengine - INFO - Epoch(val) [7][1800/6282] eta: 0:04:12 time: 0.0564 data_time: 0.0050 memory: 726 2022/08/07 18:10:32 - mmengine - INFO - Epoch(val) [7][1820/6282] eta: 0:03:58 time: 0.0534 data_time: 0.0050 memory: 726 2022/08/07 18:10:34 - mmengine - INFO - Epoch(val) [7][1840/6282] eta: 0:05:49 time: 0.0786 data_time: 0.0297 memory: 726 2022/08/07 18:10:37 - mmengine - INFO - Epoch(val) [7][1860/6282] eta: 0:12:53 time: 0.1749 data_time: 0.1287 memory: 726 2022/08/07 18:10:40 - mmengine - INFO - Epoch(val) [7][1880/6282] eta: 0:09:33 time: 0.1302 data_time: 0.0846 memory: 726 2022/08/07 18:10:43 - mmengine - INFO - Epoch(val) [7][1900/6282] eta: 0:12:52 time: 0.1762 data_time: 0.1038 memory: 726 2022/08/07 18:10:46 - mmengine - INFO - Epoch(val) [7][1920/6282] eta: 0:09:27 time: 0.1301 data_time: 0.0801 memory: 726 2022/08/07 18:10:49 - mmengine - INFO - Epoch(val) [7][1940/6282] eta: 0:10:17 time: 0.1422 data_time: 0.0881 memory: 726 2022/08/07 18:10:50 - mmengine - INFO - Epoch(val) [7][1960/6282] eta: 0:03:55 time: 0.0545 data_time: 0.0063 memory: 677 2022/08/07 18:10:51 - mmengine - INFO - Epoch(val) [7][1980/6282] eta: 0:04:23 time: 0.0612 data_time: 0.0063 memory: 677 2022/08/07 18:10:52 - mmengine - INFO - Epoch(val) [7][2000/6282] eta: 0:03:53 time: 0.0546 data_time: 0.0068 memory: 677 2022/08/07 18:10:53 - mmengine - INFO - Epoch(val) [7][2020/6282] eta: 0:03:54 time: 0.0550 data_time: 0.0061 memory: 677 2022/08/07 18:10:55 - mmengine - INFO - Epoch(val) [7][2040/6282] eta: 0:04:02 time: 0.0571 data_time: 0.0083 memory: 677 2022/08/07 18:10:56 - mmengine - INFO - Epoch(val) [7][2060/6282] eta: 0:03:54 time: 0.0555 data_time: 0.0070 memory: 677 2022/08/07 18:10:57 - mmengine - INFO - Epoch(val) [7][2080/6282] eta: 0:03:48 time: 0.0544 data_time: 0.0058 memory: 677 2022/08/07 18:10:58 - mmengine - INFO - Epoch(val) [7][2100/6282] eta: 0:03:42 time: 0.0533 data_time: 0.0056 memory: 677 2022/08/07 18:10:59 - mmengine - INFO - Epoch(val) [7][2120/6282] eta: 0:03:49 time: 0.0551 data_time: 0.0049 memory: 677 2022/08/07 18:11:00 - mmengine - INFO - Epoch(val) [7][2140/6282] eta: 0:03:48 time: 0.0552 data_time: 0.0065 memory: 677 2022/08/07 18:11:02 - mmengine - INFO - Epoch(val) [7][2160/6282] eta: 0:05:16 time: 0.0768 data_time: 0.0062 memory: 676 2022/08/07 18:11:03 - mmengine - INFO - Epoch(val) [7][2180/6282] eta: 0:03:33 time: 0.0521 data_time: 0.0049 memory: 676 2022/08/07 18:11:04 - mmengine - INFO - Epoch(val) [7][2200/6282] eta: 0:03:40 time: 0.0539 data_time: 0.0045 memory: 676 2022/08/07 18:11:05 - mmengine - INFO - Epoch(val) [7][2220/6282] eta: 0:03:58 time: 0.0587 data_time: 0.0069 memory: 676 2022/08/07 18:11:06 - mmengine - INFO - Epoch(val) [7][2240/6282] eta: 0:03:11 time: 0.0475 data_time: 0.0057 memory: 676 2022/08/07 18:11:07 - mmengine - INFO - Epoch(val) [7][2260/6282] eta: 0:03:34 time: 0.0532 data_time: 0.0067 memory: 677 2022/08/07 18:11:08 - mmengine - INFO - Epoch(val) [7][2280/6282] eta: 0:03:41 time: 0.0553 data_time: 0.0074 memory: 677 2022/08/07 18:11:09 - mmengine - INFO - Epoch(val) [7][2300/6282] eta: 0:03:41 time: 0.0555 data_time: 0.0062 memory: 677 2022/08/07 18:11:10 - mmengine - INFO - Epoch(val) [7][2320/6282] eta: 0:03:32 time: 0.0537 data_time: 0.0068 memory: 677 2022/08/07 18:11:12 - mmengine - INFO - Epoch(val) [7][2340/6282] eta: 0:04:17 time: 0.0652 data_time: 0.0078 memory: 677 2022/08/07 18:11:13 - mmengine - INFO - Epoch(val) [7][2360/6282] eta: 0:03:23 time: 0.0518 data_time: 0.0054 memory: 676 2022/08/07 18:11:14 - mmengine - INFO - Epoch(val) [7][2380/6282] eta: 0:03:31 time: 0.0541 data_time: 0.0062 memory: 676 2022/08/07 18:11:15 - mmengine - INFO - Epoch(val) [7][2400/6282] eta: 0:03:12 time: 0.0495 data_time: 0.0068 memory: 676 2022/08/07 18:11:16 - mmengine - INFO - Epoch(val) [7][2420/6282] eta: 0:03:20 time: 0.0519 data_time: 0.0061 memory: 676 2022/08/07 18:11:17 - mmengine - INFO - Epoch(val) [7][2440/6282] eta: 0:03:19 time: 0.0520 data_time: 0.0058 memory: 676 2022/08/07 18:11:19 - mmengine - INFO - Epoch(val) [7][2460/6282] eta: 0:05:09 time: 0.0811 data_time: 0.0263 memory: 726 2022/08/07 18:11:20 - mmengine - INFO - Epoch(val) [7][2480/6282] eta: 0:04:55 time: 0.0778 data_time: 0.0266 memory: 726 2022/08/07 18:11:22 - mmengine - INFO - Epoch(val) [7][2500/6282] eta: 0:06:27 time: 0.1024 data_time: 0.0387 memory: 726 2022/08/07 18:11:24 - mmengine - INFO - Epoch(val) [7][2520/6282] eta: 0:04:23 time: 0.0700 data_time: 0.0181 memory: 726 2022/08/07 18:11:26 - mmengine - INFO - Epoch(val) [7][2540/6282] eta: 0:07:04 time: 0.1133 data_time: 0.0655 memory: 726 2022/08/07 18:11:29 - mmengine - INFO - Epoch(val) [7][2560/6282] eta: 0:09:28 time: 0.1527 data_time: 0.1026 memory: 726 2022/08/07 18:11:32 - mmengine - INFO - Epoch(val) [7][2580/6282] eta: 0:10:17 time: 0.1669 data_time: 0.1095 memory: 726 2022/08/07 18:11:35 - mmengine - INFO - Epoch(val) [7][2600/6282] eta: 0:08:12 time: 0.1338 data_time: 0.0862 memory: 726 2022/08/07 18:11:39 - mmengine - INFO - Epoch(val) [7][2620/6282] eta: 0:10:54 time: 0.1788 data_time: 0.1303 memory: 726 2022/08/07 18:11:41 - mmengine - INFO - Epoch(val) [7][2640/6282] eta: 0:07:57 time: 0.1311 data_time: 0.0563 memory: 726 2022/08/07 18:11:43 - mmengine - INFO - Epoch(val) [7][2660/6282] eta: 0:04:05 time: 0.0677 data_time: 0.0083 memory: 791 2022/08/07 18:11:44 - mmengine - INFO - Epoch(val) [7][2680/6282] eta: 0:04:38 time: 0.0772 data_time: 0.0182 memory: 791 2022/08/07 18:11:45 - mmengine - INFO - Epoch(val) [7][2700/6282] eta: 0:04:09 time: 0.0696 data_time: 0.0068 memory: 791 2022/08/07 18:11:47 - mmengine - INFO - Epoch(val) [7][2720/6282] eta: 0:04:27 time: 0.0752 data_time: 0.0079 memory: 791 2022/08/07 18:11:48 - mmengine - INFO - Epoch(val) [7][2740/6282] eta: 0:04:12 time: 0.0714 data_time: 0.0086 memory: 791 2022/08/07 18:11:50 - mmengine - INFO - Epoch(val) [7][2760/6282] eta: 0:03:13 time: 0.0549 data_time: 0.0060 memory: 677 2022/08/07 18:11:51 - mmengine - INFO - Epoch(val) [7][2780/6282] eta: 0:03:12 time: 0.0549 data_time: 0.0089 memory: 677 2022/08/07 18:11:52 - mmengine - INFO - Epoch(val) [7][2800/6282] eta: 0:04:32 time: 0.0782 data_time: 0.0065 memory: 677 2022/08/07 18:11:53 - mmengine - INFO - Epoch(val) [7][2820/6282] eta: 0:02:57 time: 0.0512 data_time: 0.0062 memory: 677 2022/08/07 18:11:54 - mmengine - INFO - Epoch(val) [7][2840/6282] eta: 0:02:48 time: 0.0490 data_time: 0.0050 memory: 677 2022/08/07 18:11:56 - mmengine - INFO - Epoch(val) [7][2860/6282] eta: 0:03:47 time: 0.0666 data_time: 0.0169 memory: 726 2022/08/07 18:11:57 - mmengine - INFO - Epoch(val) [7][2880/6282] eta: 0:04:47 time: 0.0845 data_time: 0.0351 memory: 726 2022/08/07 18:11:59 - mmengine - INFO - Epoch(val) [7][2900/6282] eta: 0:04:23 time: 0.0778 data_time: 0.0255 memory: 726 2022/08/07 18:12:00 - mmengine - INFO - Epoch(val) [7][2920/6282] eta: 0:03:04 time: 0.0548 data_time: 0.0062 memory: 726 2022/08/07 18:12:01 - mmengine - INFO - Epoch(val) [7][2940/6282] eta: 0:02:52 time: 0.0516 data_time: 0.0053 memory: 698 2022/08/07 18:12:02 - mmengine - INFO - Epoch(val) [7][2960/6282] eta: 0:02:50 time: 0.0512 data_time: 0.0046 memory: 698 2022/08/07 18:12:03 - mmengine - INFO - Epoch(val) [7][2980/6282] eta: 0:02:47 time: 0.0508 data_time: 0.0067 memory: 698 2022/08/07 18:12:04 - mmengine - INFO - Epoch(val) [7][3000/6282] eta: 0:02:49 time: 0.0518 data_time: 0.0051 memory: 698 2022/08/07 18:12:06 - mmengine - INFO - Epoch(val) [7][3020/6282] eta: 0:04:08 time: 0.0762 data_time: 0.0052 memory: 726 2022/08/07 18:12:07 - mmengine - INFO - Epoch(val) [7][3040/6282] eta: 0:03:05 time: 0.0571 data_time: 0.0058 memory: 726 2022/08/07 18:12:08 - mmengine - INFO - Epoch(val) [7][3060/6282] eta: 0:03:12 time: 0.0597 data_time: 0.0068 memory: 726 2022/08/07 18:12:09 - mmengine - INFO - Epoch(val) [7][3080/6282] eta: 0:03:07 time: 0.0586 data_time: 0.0074 memory: 726 2022/08/07 18:12:10 - mmengine - INFO - Epoch(val) [7][3100/6282] eta: 0:03:03 time: 0.0576 data_time: 0.0072 memory: 726 2022/08/07 18:12:11 - mmengine - INFO - Epoch(val) [7][3120/6282] eta: 0:02:56 time: 0.0559 data_time: 0.0080 memory: 677 2022/08/07 18:12:12 - mmengine - INFO - Epoch(val) [7][3140/6282] eta: 0:02:48 time: 0.0537 data_time: 0.0061 memory: 677 2022/08/07 18:12:14 - mmengine - INFO - Epoch(val) [7][3160/6282] eta: 0:02:54 time: 0.0560 data_time: 0.0061 memory: 677 2022/08/07 18:12:15 - mmengine - INFO - Epoch(val) [7][3180/6282] eta: 0:02:43 time: 0.0527 data_time: 0.0061 memory: 677 2022/08/07 18:12:16 - mmengine - INFO - Epoch(val) [7][3200/6282] eta: 0:03:18 time: 0.0644 data_time: 0.0117 memory: 726 2022/08/07 18:12:18 - mmengine - INFO - Epoch(val) [7][3220/6282] eta: 0:05:10 time: 0.1013 data_time: 0.0289 memory: 726 2022/08/07 18:12:19 - mmengine - INFO - Epoch(val) [7][3240/6282] eta: 0:03:09 time: 0.0623 data_time: 0.0072 memory: 726 2022/08/07 18:12:21 - mmengine - INFO - Epoch(val) [7][3260/6282] eta: 0:03:50 time: 0.0762 data_time: 0.0210 memory: 726 2022/08/07 18:12:22 - mmengine - INFO - Epoch(val) [7][3280/6282] eta: 0:03:06 time: 0.0621 data_time: 0.0089 memory: 726 2022/08/07 18:12:23 - mmengine - INFO - Epoch(val) [7][3300/6282] eta: 0:02:57 time: 0.0596 data_time: 0.0066 memory: 726 2022/08/07 18:12:24 - mmengine - INFO - Epoch(val) [7][3320/6282] eta: 0:02:53 time: 0.0586 data_time: 0.0073 memory: 726 2022/08/07 18:12:26 - mmengine - INFO - Epoch(val) [7][3340/6282] eta: 0:02:50 time: 0.0578 data_time: 0.0066 memory: 726 2022/08/07 18:12:27 - mmengine - INFO - Epoch(val) [7][3360/6282] eta: 0:03:00 time: 0.0617 data_time: 0.0083 memory: 726 2022/08/07 18:12:28 - mmengine - INFO - Epoch(val) [7][3380/6282] eta: 0:02:56 time: 0.0609 data_time: 0.0054 memory: 726 2022/08/07 18:12:29 - mmengine - INFO - Epoch(val) [7][3400/6282] eta: 0:02:32 time: 0.0531 data_time: 0.0052 memory: 676 2022/08/07 18:12:30 - mmengine - INFO - Epoch(val) [7][3420/6282] eta: 0:02:28 time: 0.0520 data_time: 0.0061 memory: 676 2022/08/07 18:12:32 - mmengine - INFO - Epoch(val) [7][3440/6282] eta: 0:03:24 time: 0.0719 data_time: 0.0041 memory: 676 2022/08/07 18:12:33 - mmengine - INFO - Epoch(val) [7][3460/6282] eta: 0:02:20 time: 0.0498 data_time: 0.0063 memory: 676 2022/08/07 18:12:34 - mmengine - INFO - Epoch(val) [7][3480/6282] eta: 0:02:10 time: 0.0467 data_time: 0.0046 memory: 676 2022/08/07 18:12:35 - mmengine - INFO - Epoch(val) [7][3500/6282] eta: 0:02:20 time: 0.0504 data_time: 0.0064 memory: 676 2022/08/07 18:12:36 - mmengine - INFO - Epoch(val) [7][3520/6282] eta: 0:02:18 time: 0.0501 data_time: 0.0058 memory: 676 2022/08/07 18:12:37 - mmengine - INFO - Epoch(val) [7][3540/6282] eta: 0:02:08 time: 0.0467 data_time: 0.0050 memory: 676 2022/08/07 18:12:38 - mmengine - INFO - Epoch(val) [7][3560/6282] eta: 0:02:11 time: 0.0485 data_time: 0.0047 memory: 676 2022/08/07 18:12:38 - mmengine - INFO - Epoch(val) [7][3580/6282] eta: 0:02:08 time: 0.0474 data_time: 0.0059 memory: 712 2022/08/07 18:12:40 - mmengine - INFO - Epoch(val) [7][3600/6282] eta: 0:02:33 time: 0.0572 data_time: 0.0086 memory: 712 2022/08/07 18:12:41 - mmengine - INFO - Epoch(val) [7][3620/6282] eta: 0:02:27 time: 0.0556 data_time: 0.0047 memory: 712 2022/08/07 18:12:42 - mmengine - INFO - Epoch(val) [7][3640/6282] eta: 0:02:35 time: 0.0588 data_time: 0.0059 memory: 712 2022/08/07 18:12:43 - mmengine - INFO - Epoch(val) [7][3660/6282] eta: 0:02:22 time: 0.0545 data_time: 0.0068 memory: 712 2022/08/07 18:12:44 - mmengine - INFO - Epoch(val) [7][3680/6282] eta: 0:02:38 time: 0.0611 data_time: 0.0098 memory: 726 2022/08/07 18:12:46 - mmengine - INFO - Epoch(val) [7][3700/6282] eta: 0:03:58 time: 0.0922 data_time: 0.0403 memory: 726 2022/08/07 18:12:48 - mmengine - INFO - Epoch(val) [7][3720/6282] eta: 0:03:32 time: 0.0831 data_time: 0.0296 memory: 726 2022/08/07 18:12:50 - mmengine - INFO - Epoch(val) [7][3740/6282] eta: 0:04:00 time: 0.0945 data_time: 0.0419 memory: 726 2022/08/07 18:12:52 - mmengine - INFO - Epoch(val) [7][3760/6282] eta: 0:04:32 time: 0.1082 data_time: 0.0276 memory: 726 2022/08/07 18:12:53 - mmengine - INFO - Epoch(val) [7][3780/6282] eta: 0:02:39 time: 0.0637 data_time: 0.0078 memory: 726 2022/08/07 18:12:55 - mmengine - INFO - Epoch(val) [7][3800/6282] eta: 0:03:36 time: 0.0874 data_time: 0.0370 memory: 726 2022/08/07 18:12:57 - mmengine - INFO - Epoch(val) [7][3820/6282] eta: 0:03:25 time: 0.0834 data_time: 0.0314 memory: 726 2022/08/07 18:12:58 - mmengine - INFO - Epoch(val) [7][3840/6282] eta: 0:03:31 time: 0.0865 data_time: 0.0372 memory: 726 2022/08/07 18:13:00 - mmengine - INFO - Epoch(val) [7][3860/6282] eta: 0:03:22 time: 0.0835 data_time: 0.0285 memory: 726 2022/08/07 18:13:02 - mmengine - INFO - Epoch(val) [7][3880/6282] eta: 0:03:39 time: 0.0915 data_time: 0.0377 memory: 726 2022/08/07 18:13:04 - mmengine - INFO - Epoch(val) [7][3900/6282] eta: 0:03:22 time: 0.0849 data_time: 0.0334 memory: 726 2022/08/07 18:13:05 - mmengine - INFO - Epoch(val) [7][3920/6282] eta: 0:03:24 time: 0.0864 data_time: 0.0362 memory: 726 2022/08/07 18:13:07 - mmengine - INFO - Epoch(val) [7][3940/6282] eta: 0:03:23 time: 0.0870 data_time: 0.0331 memory: 726 2022/08/07 18:13:08 - mmengine - INFO - Epoch(val) [7][3960/6282] eta: 0:02:30 time: 0.0646 data_time: 0.0134 memory: 726 2022/08/07 18:13:09 - mmengine - INFO - Epoch(val) [7][3980/6282] eta: 0:02:03 time: 0.0537 data_time: 0.0055 memory: 726 2022/08/07 18:13:10 - mmengine - INFO - Epoch(val) [7][4000/6282] eta: 0:01:59 time: 0.0522 data_time: 0.0056 memory: 726 2022/08/07 18:13:12 - mmengine - INFO - Epoch(val) [7][4020/6282] eta: 0:02:46 time: 0.0736 data_time: 0.0051 memory: 726 2022/08/07 18:13:13 - mmengine - INFO - Epoch(val) [7][4040/6282] eta: 0:01:57 time: 0.0524 data_time: 0.0040 memory: 791 2022/08/07 18:13:14 - mmengine - INFO - Epoch(val) [7][4060/6282] eta: 0:02:04 time: 0.0562 data_time: 0.0055 memory: 791 2022/08/07 18:13:15 - mmengine - INFO - Epoch(val) [7][4080/6282] eta: 0:02:13 time: 0.0605 data_time: 0.0059 memory: 791 2022/08/07 18:13:17 - mmengine - INFO - Epoch(val) [7][4100/6282] eta: 0:02:27 time: 0.0676 data_time: 0.0082 memory: 791 2022/08/07 18:13:18 - mmengine - INFO - Epoch(val) [7][4120/6282] eta: 0:02:24 time: 0.0670 data_time: 0.0073 memory: 791 2022/08/07 18:13:19 - mmengine - INFO - Epoch(val) [7][4140/6282] eta: 0:02:22 time: 0.0665 data_time: 0.0066 memory: 791 2022/08/07 18:13:20 - mmengine - INFO - Epoch(val) [7][4160/6282] eta: 0:01:57 time: 0.0555 data_time: 0.0070 memory: 676 2022/08/07 18:13:22 - mmengine - INFO - Epoch(val) [7][4180/6282] eta: 0:01:54 time: 0.0546 data_time: 0.0053 memory: 676 2022/08/07 18:13:23 - mmengine - INFO - Epoch(val) [7][4200/6282] eta: 0:01:51 time: 0.0535 data_time: 0.0057 memory: 676 2022/08/07 18:13:24 - mmengine - INFO - Epoch(val) [7][4220/6282] eta: 0:01:44 time: 0.0506 data_time: 0.0051 memory: 676 2022/08/07 18:13:25 - mmengine - INFO - Epoch(val) [7][4240/6282] eta: 0:01:53 time: 0.0555 data_time: 0.0063 memory: 677 2022/08/07 18:13:26 - mmengine - INFO - Epoch(val) [7][4260/6282] eta: 0:01:40 time: 0.0499 data_time: 0.0052 memory: 677 2022/08/07 18:13:27 - mmengine - INFO - Epoch(val) [7][4280/6282] eta: 0:01:46 time: 0.0533 data_time: 0.0057 memory: 677 2022/08/07 18:13:28 - mmengine - INFO - Epoch(val) [7][4300/6282] eta: 0:01:36 time: 0.0485 data_time: 0.0040 memory: 677 2022/08/07 18:13:29 - mmengine - INFO - Epoch(val) [7][4320/6282] eta: 0:01:34 time: 0.0483 data_time: 0.0055 memory: 677 2022/08/07 18:13:30 - mmengine - INFO - Epoch(val) [7][4340/6282] eta: 0:01:31 time: 0.0473 data_time: 0.0044 memory: 677 2022/08/07 18:13:31 - mmengine - INFO - Epoch(val) [7][4360/6282] eta: 0:01:46 time: 0.0556 data_time: 0.0060 memory: 726 2022/08/07 18:13:33 - mmengine - INFO - Epoch(val) [7][4380/6282] eta: 0:02:37 time: 0.0826 data_time: 0.0062 memory: 726 2022/08/07 18:13:34 - mmengine - INFO - Epoch(val) [7][4400/6282] eta: 0:01:44 time: 0.0557 data_time: 0.0061 memory: 726 2022/08/07 18:13:35 - mmengine - INFO - Epoch(val) [7][4420/6282] eta: 0:01:49 time: 0.0587 data_time: 0.0074 memory: 726 2022/08/07 18:13:36 - mmengine - INFO - Epoch(val) [7][4440/6282] eta: 0:01:55 time: 0.0627 data_time: 0.0071 memory: 733 2022/08/07 18:13:37 - mmengine - INFO - Epoch(val) [7][4460/6282] eta: 0:01:45 time: 0.0577 data_time: 0.0071 memory: 733 2022/08/07 18:13:39 - mmengine - INFO - Epoch(val) [7][4480/6282] eta: 0:01:54 time: 0.0638 data_time: 0.0068 memory: 733 2022/08/07 18:13:40 - mmengine - INFO - Epoch(val) [7][4500/6282] eta: 0:01:47 time: 0.0605 data_time: 0.0075 memory: 733 2022/08/07 18:13:41 - mmengine - INFO - Epoch(val) [7][4520/6282] eta: 0:01:42 time: 0.0582 data_time: 0.0061 memory: 733 2022/08/07 18:13:42 - mmengine - INFO - Epoch(val) [7][4540/6282] eta: 0:01:38 time: 0.0568 data_time: 0.0056 memory: 677 2022/08/07 18:13:43 - mmengine - INFO - Epoch(val) [7][4560/6282] eta: 0:01:34 time: 0.0551 data_time: 0.0083 memory: 677 2022/08/07 18:13:44 - mmengine - INFO - Epoch(val) [7][4580/6282] eta: 0:01:27 time: 0.0514 data_time: 0.0056 memory: 677 2022/08/07 18:13:45 - mmengine - INFO - Epoch(val) [7][4600/6282] eta: 0:01:29 time: 0.0531 data_time: 0.0086 memory: 677 2022/08/07 18:13:46 - mmengine - INFO - Epoch(val) [7][4620/6282] eta: 0:01:29 time: 0.0537 data_time: 0.0077 memory: 677 2022/08/07 18:13:48 - mmengine - INFO - Epoch(val) [7][4640/6282] eta: 0:01:38 time: 0.0603 data_time: 0.0089 memory: 733 2022/08/07 18:13:49 - mmengine - INFO - Epoch(val) [7][4660/6282] eta: 0:01:35 time: 0.0587 data_time: 0.0056 memory: 733 2022/08/07 18:13:50 - mmengine - INFO - Epoch(val) [7][4680/6282] eta: 0:01:32 time: 0.0579 data_time: 0.0056 memory: 733 2022/08/07 18:13:51 - mmengine - INFO - Epoch(val) [7][4700/6282] eta: 0:01:29 time: 0.0564 data_time: 0.0068 memory: 733 2022/08/07 18:13:53 - mmengine - INFO - Epoch(val) [7][4720/6282] eta: 0:02:05 time: 0.0801 data_time: 0.0047 memory: 733 2022/08/07 18:13:54 - mmengine - INFO - Epoch(val) [7][4740/6282] eta: 0:01:14 time: 0.0485 data_time: 0.0056 memory: 698 2022/08/07 18:13:55 - mmengine - INFO - Epoch(val) [7][4760/6282] eta: 0:01:21 time: 0.0533 data_time: 0.0050 memory: 698 2022/08/07 18:13:56 - mmengine - INFO - Epoch(val) [7][4780/6282] eta: 0:01:20 time: 0.0539 data_time: 0.0060 memory: 698 2022/08/07 18:13:57 - mmengine - INFO - Epoch(val) [7][4800/6282] eta: 0:01:18 time: 0.0531 data_time: 0.0077 memory: 698 2022/08/07 18:13:58 - mmengine - INFO - Epoch(val) [7][4820/6282] eta: 0:01:24 time: 0.0576 data_time: 0.0085 memory: 726 2022/08/07 18:13:59 - mmengine - INFO - Epoch(val) [7][4840/6282] eta: 0:01:26 time: 0.0603 data_time: 0.0064 memory: 726 2022/08/07 18:14:01 - mmengine - INFO - Epoch(val) [7][4860/6282] eta: 0:01:30 time: 0.0638 data_time: 0.0090 memory: 726 2022/08/07 18:14:02 - mmengine - INFO - Epoch(val) [7][4880/6282] eta: 0:01:26 time: 0.0616 data_time: 0.0073 memory: 726 2022/08/07 18:14:03 - mmengine - INFO - Epoch(val) [7][4900/6282] eta: 0:01:17 time: 0.0563 data_time: 0.0070 memory: 726 2022/08/07 18:14:04 - mmengine - INFO - Epoch(val) [7][4920/6282] eta: 0:01:23 time: 0.0612 data_time: 0.0052 memory: 726 2022/08/07 18:14:05 - mmengine - INFO - Epoch(val) [7][4940/6282] eta: 0:01:20 time: 0.0601 data_time: 0.0069 memory: 726 2022/08/07 18:14:07 - mmengine - INFO - Epoch(val) [7][4960/6282] eta: 0:01:20 time: 0.0605 data_time: 0.0081 memory: 726 2022/08/07 18:14:08 - mmengine - INFO - Epoch(val) [7][4980/6282] eta: 0:01:17 time: 0.0598 data_time: 0.0054 memory: 726 2022/08/07 18:14:09 - mmengine - INFO - Epoch(val) [7][5000/6282] eta: 0:01:18 time: 0.0613 data_time: 0.0067 memory: 726 2022/08/07 18:14:10 - mmengine - INFO - Epoch(val) [7][5020/6282] eta: 0:01:11 time: 0.0564 data_time: 0.0070 memory: 726 2022/08/07 18:14:12 - mmengine - INFO - Epoch(val) [7][5040/6282] eta: 0:01:34 time: 0.0761 data_time: 0.0066 memory: 677 2022/08/07 18:14:13 - mmengine - INFO - Epoch(val) [7][5060/6282] eta: 0:01:02 time: 0.0512 data_time: 0.0046 memory: 677 2022/08/07 18:14:14 - mmengine - INFO - Epoch(val) [7][5080/6282] eta: 0:01:07 time: 0.0561 data_time: 0.0086 memory: 677 2022/08/07 18:14:15 - mmengine - INFO - Epoch(val) [7][5100/6282] eta: 0:01:04 time: 0.0542 data_time: 0.0061 memory: 677 2022/08/07 18:14:16 - mmengine - INFO - Epoch(val) [7][5120/6282] eta: 0:01:04 time: 0.0554 data_time: 0.0056 memory: 677 2022/08/07 18:14:17 - mmengine - INFO - Epoch(val) [7][5140/6282] eta: 0:01:03 time: 0.0559 data_time: 0.0067 memory: 676 2022/08/07 18:14:18 - mmengine - INFO - Epoch(val) [7][5160/6282] eta: 0:01:00 time: 0.0543 data_time: 0.0056 memory: 676 2022/08/07 18:14:19 - mmengine - INFO - Epoch(val) [7][5180/6282] eta: 0:01:00 time: 0.0552 data_time: 0.0065 memory: 676 2022/08/07 18:14:21 - mmengine - INFO - Epoch(val) [7][5200/6282] eta: 0:01:00 time: 0.0555 data_time: 0.0075 memory: 676 2022/08/07 18:14:22 - mmengine - INFO - Epoch(val) [7][5220/6282] eta: 0:01:04 time: 0.0605 data_time: 0.0051 memory: 676 2022/08/07 18:14:23 - mmengine - INFO - Epoch(val) [7][5240/6282] eta: 0:00:57 time: 0.0553 data_time: 0.0075 memory: 676 2022/08/07 18:14:24 - mmengine - INFO - Epoch(val) [7][5260/6282] eta: 0:00:57 time: 0.0562 data_time: 0.0070 memory: 676 2022/08/07 18:14:25 - mmengine - INFO - Epoch(val) [7][5280/6282] eta: 0:00:53 time: 0.0537 data_time: 0.0058 memory: 676 2022/08/07 18:14:26 - mmengine - INFO - Epoch(val) [7][5300/6282] eta: 0:00:54 time: 0.0556 data_time: 0.0059 memory: 676 2022/08/07 18:14:27 - mmengine - INFO - Epoch(val) [7][5320/6282] eta: 0:00:53 time: 0.0559 data_time: 0.0073 memory: 676 2022/08/07 18:14:28 - mmengine - INFO - Epoch(val) [7][5340/6282] eta: 0:00:52 time: 0.0560 data_time: 0.0057 memory: 676 2022/08/07 18:14:30 - mmengine - INFO - Epoch(val) [7][5360/6282] eta: 0:00:51 time: 0.0557 data_time: 0.0064 memory: 676 2022/08/07 18:14:31 - mmengine - INFO - Epoch(val) [7][5380/6282] eta: 0:00:48 time: 0.0535 data_time: 0.0073 memory: 676 2022/08/07 18:14:32 - mmengine - INFO - Epoch(val) [7][5400/6282] eta: 0:01:08 time: 0.0773 data_time: 0.0047 memory: 676 2022/08/07 18:14:33 - mmengine - INFO - Epoch(val) [7][5420/6282] eta: 0:00:48 time: 0.0563 data_time: 0.0070 memory: 676 2022/08/07 18:14:34 - mmengine - INFO - Epoch(val) [7][5440/6282] eta: 0:00:46 time: 0.0553 data_time: 0.0069 memory: 676 2022/08/07 18:14:36 - mmengine - INFO - Epoch(val) [7][5460/6282] eta: 0:00:44 time: 0.0544 data_time: 0.0073 memory: 676 2022/08/07 18:14:37 - mmengine - INFO - Epoch(val) [7][5480/6282] eta: 0:00:45 time: 0.0571 data_time: 0.0073 memory: 676 2022/08/07 18:14:38 - mmengine - INFO - Epoch(val) [7][5500/6282] eta: 0:00:40 time: 0.0522 data_time: 0.0052 memory: 676 2022/08/07 18:14:39 - mmengine - INFO - Epoch(val) [7][5520/6282] eta: 0:00:41 time: 0.0550 data_time: 0.0065 memory: 691 2022/08/07 18:14:40 - mmengine - INFO - Epoch(val) [7][5540/6282] eta: 0:00:40 time: 0.0549 data_time: 0.0076 memory: 691 2022/08/07 18:14:41 - mmengine - INFO - Epoch(val) [7][5560/6282] eta: 0:00:40 time: 0.0554 data_time: 0.0074 memory: 691 2022/08/07 18:14:42 - mmengine - INFO - Epoch(val) [7][5580/6282] eta: 0:00:40 time: 0.0578 data_time: 0.0068 memory: 691 2022/08/07 18:14:44 - mmengine - INFO - Epoch(val) [7][5600/6282] eta: 0:00:53 time: 0.0783 data_time: 0.0056 memory: 691 2022/08/07 18:14:45 - mmengine - INFO - Epoch(val) [7][5620/6282] eta: 0:00:35 time: 0.0537 data_time: 0.0054 memory: 691 2022/08/07 18:14:46 - mmengine - INFO - Epoch(val) [7][5640/6282] eta: 0:00:33 time: 0.0523 data_time: 0.0070 memory: 676 2022/08/07 18:14:47 - mmengine - INFO - Epoch(val) [7][5660/6282] eta: 0:00:31 time: 0.0507 data_time: 0.0044 memory: 676 2022/08/07 18:14:48 - mmengine - INFO - Epoch(val) [7][5680/6282] eta: 0:00:32 time: 0.0546 data_time: 0.0074 memory: 676 2022/08/07 18:14:49 - mmengine - INFO - Epoch(val) [7][5700/6282] eta: 0:00:28 time: 0.0494 data_time: 0.0061 memory: 676 2022/08/07 18:14:50 - mmengine - INFO - Epoch(val) [7][5720/6282] eta: 0:00:29 time: 0.0522 data_time: 0.0052 memory: 705 2022/08/07 18:14:51 - mmengine - INFO - Epoch(val) [7][5740/6282] eta: 0:00:28 time: 0.0532 data_time: 0.0070 memory: 705 2022/08/07 18:14:52 - mmengine - INFO - Epoch(val) [7][5760/6282] eta: 0:00:28 time: 0.0553 data_time: 0.0068 memory: 705 2022/08/07 18:14:53 - mmengine - INFO - Epoch(val) [7][5780/6282] eta: 0:00:26 time: 0.0534 data_time: 0.0055 memory: 705 2022/08/07 18:14:55 - mmengine - INFO - Epoch(val) [7][5800/6282] eta: 0:00:37 time: 0.0783 data_time: 0.0048 memory: 705 2022/08/07 18:14:56 - mmengine - INFO - Epoch(val) [7][5820/6282] eta: 0:00:26 time: 0.0577 data_time: 0.0068 memory: 705 2022/08/07 18:14:57 - mmengine - INFO - Epoch(val) [7][5840/6282] eta: 0:00:26 time: 0.0589 data_time: 0.0072 memory: 691 2022/08/07 18:14:58 - mmengine - INFO - Epoch(val) [7][5860/6282] eta: 0:00:23 time: 0.0560 data_time: 0.0055 memory: 691 2022/08/07 18:15:00 - mmengine - INFO - Epoch(val) [7][5880/6282] eta: 0:00:22 time: 0.0559 data_time: 0.0067 memory: 691 2022/08/07 18:15:01 - mmengine - INFO - Epoch(val) [7][5900/6282] eta: 0:00:22 time: 0.0582 data_time: 0.0068 memory: 691 2022/08/07 18:15:02 - mmengine - INFO - Epoch(val) [7][5920/6282] eta: 0:00:22 time: 0.0624 data_time: 0.0057 memory: 691 2022/08/07 18:15:03 - mmengine - INFO - Epoch(val) [7][5940/6282] eta: 0:00:17 time: 0.0519 data_time: 0.0055 memory: 676 2022/08/07 18:15:04 - mmengine - INFO - Epoch(val) [7][5960/6282] eta: 0:00:16 time: 0.0508 data_time: 0.0054 memory: 676 2022/08/07 18:15:05 - mmengine - INFO - Epoch(val) [7][5980/6282] eta: 0:00:16 time: 0.0557 data_time: 0.0072 memory: 676 2022/08/07 18:15:06 - mmengine - INFO - Epoch(val) [7][6000/6282] eta: 0:00:16 time: 0.0574 data_time: 0.0067 memory: 726 2022/08/07 18:15:08 - mmengine - INFO - Epoch(val) [7][6020/6282] eta: 0:00:15 time: 0.0592 data_time: 0.0072 memory: 726 2022/08/07 18:15:09 - mmengine - INFO - Epoch(val) [7][6040/6282] eta: 0:00:15 time: 0.0627 data_time: 0.0081 memory: 726 2022/08/07 18:15:10 - mmengine - INFO - Epoch(val) [7][6060/6282] eta: 0:00:13 time: 0.0608 data_time: 0.0071 memory: 726 2022/08/07 18:15:11 - mmengine - INFO - Epoch(val) [7][6080/6282] eta: 0:00:11 time: 0.0581 data_time: 0.0064 memory: 726 2022/08/07 18:15:13 - mmengine - INFO - Epoch(val) [7][6100/6282] eta: 0:00:15 time: 0.0872 data_time: 0.0095 memory: 726 2022/08/07 18:15:15 - mmengine - INFO - Epoch(val) [7][6120/6282] eta: 0:00:12 time: 0.0796 data_time: 0.0289 memory: 726 2022/08/07 18:15:16 - mmengine - INFO - Epoch(val) [7][6140/6282] eta: 0:00:11 time: 0.0816 data_time: 0.0320 memory: 726 2022/08/07 18:15:18 - mmengine - INFO - Epoch(val) [7][6160/6282] eta: 0:00:09 time: 0.0813 data_time: 0.0301 memory: 726 2022/08/07 18:15:19 - mmengine - INFO - Epoch(val) [7][6180/6282] eta: 0:00:07 time: 0.0726 data_time: 0.0216 memory: 726 2022/08/07 18:15:20 - mmengine - INFO - Epoch(val) [7][6200/6282] eta: 0:00:03 time: 0.0473 data_time: 0.0036 memory: 726 2022/08/07 18:15:21 - mmengine - INFO - Epoch(val) [7][6220/6282] eta: 0:00:02 time: 0.0448 data_time: 0.0036 memory: 726 2022/08/07 18:15:22 - mmengine - INFO - Epoch(val) [7][6240/6282] eta: 0:00:01 time: 0.0443 data_time: 0.0034 memory: 726 2022/08/07 18:15:23 - mmengine - INFO - Epoch(val) [7][6260/6282] eta: 0:00:00 time: 0.0420 data_time: 0.0035 memory: 726 2022/08/07 18:15:24 - mmengine - INFO - Epoch(val) [7][6280/6282] eta: 0:00:00 time: 0.0404 data_time: 0.0028 memory: 726 2022/08/07 18:19:47 - mmengine - INFO - Epoch(val) [7][6282/6282] mAP/mAP@0.5IOU: 0.2426 2022/08/07 18:19:48 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_7.pth is removed 2022/08/07 18:19:52 - mmengine - INFO - The best checkpoint with 0.2426 mAP/mAP@0.5IOU at 8 epoch is saved to best_mAP/mAP@0.5IOU_epoch_8.pth. 2022/08/07 18:20:15 - mmengine - INFO - Epoch(train) [8][20/1441] lr: 2.0000e-01 eta: 5:09:28 time: 1.1486 data_time: 0.3418 memory: 18616 grad_norm: 0.1081 recall@thr=0.5: 0.7444 prec@thr=0.5: 0.8315 recall@top3: 0.8444 prec@top3: 0.6222 recall@top5: 0.9407 prec@top5: 0.4267 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 18:20:32 - mmengine - INFO - Epoch(train) [8][40/1441] lr: 2.0000e-01 eta: 5:09:03 time: 0.8514 data_time: 0.0426 memory: 18616 grad_norm: 0.1146 recall@thr=0.5: 0.8254 prec@thr=0.5: 0.8860 recall@top3: 0.8605 prec@top3: 0.7105 recall@top5: 0.9895 prec@top5: 0.5053 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 18:20:49 - mmengine - INFO - Epoch(train) [8][60/1441] lr: 2.0000e-01 eta: 5:08:39 time: 0.8813 data_time: 0.0572 memory: 18616 grad_norm: 0.1134 recall@thr=0.5: 0.7072 prec@thr=0.5: 0.9444 recall@top3: 0.8598 prec@top3: 0.7386 recall@top5: 0.9209 prec@top5: 0.4863 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 18:21:07 - mmengine - INFO - Epoch(train) [8][80/1441] lr: 2.0000e-01 eta: 5:08:15 time: 0.8670 data_time: 0.0486 memory: 18616 grad_norm: 0.1111 recall@thr=0.5: 0.7869 prec@thr=0.5: 0.8189 recall@top3: 0.8013 prec@top3: 0.6474 recall@top5: 0.9567 prec@top5: 0.4808 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 18:21:24 - mmengine - INFO - Epoch(train) [8][100/1441] lr: 2.0000e-01 eta: 5:07:51 time: 0.8685 data_time: 0.0415 memory: 18616 grad_norm: 0.1125 recall@thr=0.5: 0.6201 prec@thr=0.5: 0.7083 recall@top3: 0.7205 prec@top3: 0.6515 recall@top5: 0.9053 prec@top5: 0.4955 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 18:21:41 - mmengine - INFO - Epoch(train) [8][120/1441] lr: 2.0000e-01 eta: 5:07:26 time: 0.8469 data_time: 0.0393 memory: 18616 grad_norm: 0.1150 recall@thr=0.5: 0.6283 prec@thr=0.5: 0.7029 recall@top3: 0.7268 prec@top3: 0.6087 recall@top5: 0.8688 prec@top5: 0.4304 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 18:21:58 - mmengine - INFO - Epoch(train) [8][140/1441] lr: 2.0000e-01 eta: 5:07:00 time: 0.8371 data_time: 0.0363 memory: 18616 grad_norm: 0.1129 recall@thr=0.5: 0.5950 prec@thr=0.5: 0.7209 recall@top3: 0.7578 prec@top3: 0.6202 recall@top5: 0.9225 prec@top5: 0.4651 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 18:22:15 - mmengine - INFO - Epoch(train) [8][160/1441] lr: 2.0000e-01 eta: 5:06:35 time: 0.8476 data_time: 0.0376 memory: 18616 grad_norm: 0.1135 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.7687 recall@top3: 0.8750 prec@top3: 0.6771 recall@top5: 0.9375 prec@top5: 0.4500 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 18:22:32 - mmengine - INFO - Epoch(train) [8][180/1441] lr: 2.0000e-01 eta: 5:06:10 time: 0.8389 data_time: 0.0412 memory: 18616 grad_norm: 0.1043 recall@thr=0.5: 0.7384 prec@thr=0.5: 0.7870 recall@top3: 0.9028 prec@top3: 0.5833 recall@top5: 0.9722 prec@top5: 0.4000 loss_action_cls: 0.0400 loss: 0.0400 2022/08/07 18:22:49 - mmengine - INFO - Epoch(train) [8][200/1441] lr: 2.0000e-01 eta: 5:05:45 time: 0.8583 data_time: 0.0331 memory: 18616 grad_norm: 0.1138 recall@thr=0.5: 0.6016 prec@thr=0.5: 0.7195 recall@top3: 0.7500 prec@top3: 0.5691 recall@top5: 0.8963 prec@top5: 0.4244 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 18:23:06 - mmengine - INFO - Epoch(train) [8][220/1441] lr: 2.0000e-01 eta: 5:05:21 time: 0.8691 data_time: 0.0337 memory: 18616 grad_norm: 0.1166 recall@thr=0.5: 0.8050 prec@thr=0.5: 0.8391 recall@top3: 0.8225 prec@top3: 0.6667 recall@top5: 0.9438 prec@top5: 0.4791 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 18:23:23 - mmengine - INFO - Epoch(train) [8][240/1441] lr: 2.0000e-01 eta: 5:04:57 time: 0.8657 data_time: 0.0363 memory: 18616 grad_norm: 0.1130 recall@thr=0.5: 0.5525 prec@thr=0.5: 0.6855 recall@top3: 0.6965 prec@top3: 0.6289 recall@top5: 0.9000 prec@top5: 0.4981 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 18:23:40 - mmengine - INFO - Epoch(train) [8][260/1441] lr: 2.0000e-01 eta: 5:04:32 time: 0.8406 data_time: 0.0364 memory: 18616 grad_norm: 0.1112 recall@thr=0.5: 0.7066 prec@thr=0.5: 0.7171 recall@top3: 0.7816 prec@top3: 0.7281 recall@top5: 0.9654 prec@top5: 0.5474 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 18:23:58 - mmengine - INFO - Epoch(train) [8][280/1441] lr: 2.0000e-01 eta: 5:04:08 time: 0.8660 data_time: 0.0422 memory: 18616 grad_norm: 0.1151 recall@thr=0.5: 0.6841 prec@thr=0.5: 0.8217 recall@top3: 0.8702 prec@top3: 0.6977 recall@top5: 0.9419 prec@top5: 0.4605 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 18:24:14 - mmengine - INFO - Epoch(train) [8][300/1441] lr: 2.0000e-01 eta: 5:03:43 time: 0.8375 data_time: 0.0431 memory: 18616 grad_norm: 0.1180 recall@thr=0.5: 0.8378 prec@thr=0.5: 0.8153 recall@top3: 0.8739 prec@top3: 0.6486 recall@top5: 0.9550 prec@top5: 0.4324 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 18:24:31 - mmengine - INFO - Epoch(train) [8][320/1441] lr: 2.0000e-01 eta: 5:03:17 time: 0.8321 data_time: 0.0417 memory: 18616 grad_norm: 0.1149 recall@thr=0.5: 0.6975 prec@thr=0.5: 0.8188 recall@top3: 0.8043 prec@top3: 0.7246 recall@top5: 0.9337 prec@top5: 0.5087 loss_action_cls: 0.0417 loss: 0.0417 2022/08/07 18:24:49 - mmengine - INFO - Epoch(train) [8][340/1441] lr: 2.0000e-01 eta: 5:02:54 time: 0.8950 data_time: 0.0544 memory: 18616 grad_norm: 0.1053 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8983 recall@top3: 0.8800 prec@top3: 0.6200 recall@top5: 0.9733 prec@top5: 0.4160 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 18:25:06 - mmengine - INFO - Epoch(train) [8][360/1441] lr: 2.0000e-01 eta: 5:02:29 time: 0.8439 data_time: 0.0393 memory: 18616 grad_norm: 0.1190 recall@thr=0.5: 0.6884 prec@thr=0.5: 0.8098 recall@top3: 0.7627 prec@top3: 0.7246 recall@top5: 0.9221 prec@top5: 0.5435 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 18:25:22 - mmengine - INFO - Epoch(train) [8][380/1441] lr: 2.0000e-01 eta: 5:02:04 time: 0.8385 data_time: 0.0336 memory: 18616 grad_norm: 0.1125 recall@thr=0.5: 0.6645 prec@thr=0.5: 0.7778 recall@top3: 0.7585 prec@top3: 0.6667 recall@top5: 0.8462 prec@top5: 0.4513 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 18:25:40 - mmengine - INFO - Epoch(train) [8][400/1441] lr: 2.0000e-01 eta: 5:01:40 time: 0.8608 data_time: 0.0421 memory: 18616 grad_norm: 0.1120 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8829 recall@top3: 0.8342 prec@top3: 0.6410 recall@top5: 0.9487 prec@top5: 0.4667 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 18:25:57 - mmengine - INFO - Epoch(train) [8][420/1441] lr: 2.0000e-01 eta: 5:01:15 time: 0.8441 data_time: 0.0328 memory: 18616 grad_norm: 0.1156 recall@thr=0.5: 0.7652 prec@thr=0.5: 0.7015 recall@top3: 0.7955 prec@top3: 0.6424 recall@top5: 0.9333 prec@top5: 0.4691 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 18:26:14 - mmengine - INFO - Epoch(train) [8][440/1441] lr: 2.0000e-01 eta: 5:00:52 time: 0.8854 data_time: 0.0403 memory: 18616 grad_norm: 0.1150 recall@thr=0.5: 0.8243 prec@thr=0.5: 0.9009 recall@top3: 0.9054 prec@top3: 0.6937 recall@top5: 1.0000 prec@top5: 0.4811 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 18:26:31 - mmengine - INFO - Epoch(train) [8][460/1441] lr: 2.0000e-01 eta: 5:00:27 time: 0.8378 data_time: 0.0335 memory: 18616 grad_norm: 0.1156 recall@thr=0.5: 0.6469 prec@thr=0.5: 0.8643 recall@top3: 0.7326 prec@top3: 0.7752 recall@top5: 0.9058 prec@top5: 0.6000 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 18:26:48 - mmengine - INFO - Epoch(train) [8][480/1441] lr: 2.0000e-01 eta: 5:00:03 time: 0.8496 data_time: 0.0352 memory: 18616 grad_norm: 0.1186 recall@thr=0.5: 0.6829 prec@thr=0.5: 0.8458 recall@top3: 0.8363 prec@top3: 0.6750 recall@top5: 0.9042 prec@top5: 0.4450 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 18:27:05 - mmengine - INFO - Epoch(train) [8][500/1441] lr: 2.0000e-01 eta: 4:59:38 time: 0.8318 data_time: 0.0339 memory: 18616 grad_norm: 0.1162 recall@thr=0.5: 0.7178 prec@thr=0.5: 0.7083 recall@top3: 0.7822 prec@top3: 0.4924 recall@top5: 0.9261 prec@top5: 0.3591 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 18:27:21 - mmengine - INFO - Epoch(train) [8][520/1441] lr: 2.0000e-01 eta: 4:59:12 time: 0.8241 data_time: 0.0345 memory: 18616 grad_norm: 0.1164 recall@thr=0.5: 0.7601 prec@thr=0.5: 0.7778 recall@top3: 0.9192 prec@top3: 0.6263 recall@top5: 0.9596 prec@top5: 0.4000 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 18:27:38 - mmengine - INFO - Epoch(train) [8][540/1441] lr: 2.0000e-01 eta: 4:58:49 time: 0.8630 data_time: 0.0380 memory: 18616 grad_norm: 0.1154 recall@thr=0.5: 0.7535 prec@thr=0.5: 0.7965 recall@top3: 0.7890 prec@top3: 0.6454 recall@top5: 0.9415 prec@top5: 0.4638 loss_action_cls: 0.0412 loss: 0.0412 2022/08/07 18:27:56 - mmengine - INFO - Epoch(train) [8][560/1441] lr: 2.0000e-01 eta: 4:58:25 time: 0.8660 data_time: 0.0405 memory: 18616 grad_norm: 0.1161 recall@thr=0.5: 0.6323 prec@thr=0.5: 0.7083 recall@top3: 0.7337 prec@top3: 0.6067 recall@top5: 0.8973 prec@top5: 0.4680 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 18:28:13 - mmengine - INFO - Epoch(train) [8][580/1441] lr: 2.0000e-01 eta: 4:58:00 time: 0.8462 data_time: 0.0329 memory: 18616 grad_norm: 0.1076 recall@thr=0.5: 0.7100 prec@thr=0.5: 0.7533 recall@top3: 0.7800 prec@top3: 0.6200 recall@top5: 0.9333 prec@top5: 0.4560 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 18:28:30 - mmengine - INFO - Epoch(train) [8][600/1441] lr: 2.0000e-01 eta: 4:57:37 time: 0.8730 data_time: 0.0452 memory: 18616 grad_norm: 0.1112 recall@thr=0.5: 0.7889 prec@thr=0.5: 0.8333 recall@top3: 0.7778 prec@top3: 0.7259 recall@top5: 0.9315 prec@top5: 0.5378 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 18:28:47 - mmengine - INFO - Epoch(train) [8][620/1441] lr: 2.0000e-01 eta: 4:57:12 time: 0.8441 data_time: 0.0315 memory: 18616 grad_norm: 0.1084 recall@thr=0.5: 0.6939 prec@thr=0.5: 0.7592 recall@top3: 0.7942 prec@top3: 0.6463 recall@top5: 0.8724 prec@top5: 0.4327 loss_action_cls: 0.0451 loss: 0.0451 2022/08/07 18:29:04 - mmengine - INFO - Epoch(train) [8][640/1441] lr: 2.0000e-01 eta: 4:56:48 time: 0.8368 data_time: 0.0359 memory: 18616 grad_norm: 0.1105 recall@thr=0.5: 0.7214 prec@thr=0.5: 0.7373 recall@top3: 0.7851 prec@top3: 0.7464 recall@top5: 0.9384 prec@top5: 0.5478 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 18:29:21 - mmengine - INFO - Epoch(train) [8][660/1441] lr: 2.0000e-01 eta: 4:56:23 time: 0.8385 data_time: 0.0363 memory: 18616 grad_norm: 0.1147 recall@thr=0.5: 0.6895 prec@thr=0.5: 0.7402 recall@top3: 0.8137 prec@top3: 0.6275 recall@top5: 0.9706 prec@top5: 0.4431 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 18:29:37 - mmengine - INFO - Epoch(train) [8][680/1441] lr: 2.0000e-01 eta: 4:55:58 time: 0.8379 data_time: 0.0380 memory: 18616 grad_norm: 0.1170 recall@thr=0.5: 0.6837 prec@thr=0.5: 0.7765 recall@top3: 0.8769 prec@top3: 0.6591 recall@top5: 0.9280 prec@top5: 0.4273 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 18:29:54 - mmengine - INFO - Epoch(train) [8][700/1441] lr: 2.0000e-01 eta: 4:55:34 time: 0.8498 data_time: 0.0318 memory: 18616 grad_norm: 0.1130 recall@thr=0.5: 0.8217 prec@thr=0.5: 0.8370 recall@top3: 0.8562 prec@top3: 0.6304 recall@top5: 0.9696 prec@top5: 0.4522 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 18:30:11 - mmengine - INFO - Epoch(train) [8][720/1441] lr: 2.0000e-01 eta: 4:55:10 time: 0.8295 data_time: 0.0487 memory: 18616 grad_norm: 0.1157 recall@thr=0.5: 0.7771 prec@thr=0.5: 0.8062 recall@top3: 0.8275 prec@top3: 0.7519 recall@top5: 0.9612 prec@top5: 0.5256 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 18:30:30 - mmengine - INFO - Epoch(train) [8][740/1441] lr: 2.0000e-01 eta: 4:54:48 time: 0.9354 data_time: 0.0371 memory: 18616 grad_norm: 0.1168 recall@thr=0.5: 0.7874 prec@thr=0.5: 0.7877 recall@top3: 0.8069 prec@top3: 0.6289 recall@top5: 0.9456 prec@top5: 0.4792 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 18:30:47 - mmengine - INFO - Epoch(train) [8][760/1441] lr: 2.0000e-01 eta: 4:54:24 time: 0.8508 data_time: 0.0360 memory: 18616 grad_norm: 0.1079 recall@thr=0.5: 0.6449 prec@thr=0.5: 0.7846 recall@top3: 0.8051 prec@top3: 0.7077 recall@top5: 0.9346 prec@top5: 0.5077 loss_action_cls: 0.0400 loss: 0.0400 2022/08/07 18:31:04 - mmengine - INFO - Epoch(train) [8][780/1441] lr: 2.0000e-01 eta: 4:54:00 time: 0.8535 data_time: 0.0482 memory: 18616 grad_norm: 0.1207 recall@thr=0.5: 0.7398 prec@thr=0.5: 0.7919 recall@top3: 0.8171 prec@top3: 0.6829 recall@top5: 0.9634 prec@top5: 0.4927 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 18:31:21 - mmengine - INFO - Epoch(train) [8][800/1441] lr: 2.0000e-01 eta: 4:53:37 time: 0.8615 data_time: 0.0347 memory: 18616 grad_norm: 0.1090 recall@thr=0.5: 0.6980 prec@thr=0.5: 0.8729 recall@top3: 0.8763 prec@top3: 0.8418 recall@top5: 0.9802 prec@top5: 0.5831 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 18:31:38 - mmengine - INFO - Epoch(train) [8][820/1441] lr: 2.0000e-01 eta: 4:53:12 time: 0.8387 data_time: 0.0354 memory: 18616 grad_norm: 0.1129 recall@thr=0.5: 0.6891 prec@thr=0.5: 0.7596 recall@top3: 0.7596 prec@top3: 0.6218 recall@top5: 0.9423 prec@top5: 0.4808 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 18:31:57 - mmengine - INFO - Epoch(train) [8][840/1441] lr: 2.0000e-01 eta: 4:52:52 time: 0.9524 data_time: 0.0416 memory: 18616 grad_norm: 0.1134 recall@thr=0.5: 0.6912 prec@thr=0.5: 0.7680 recall@top3: 0.8023 prec@top3: 0.6536 recall@top5: 0.9412 prec@top5: 0.4549 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 18:32:15 - mmengine - INFO - Epoch(train) [8][860/1441] lr: 2.0000e-01 eta: 4:52:30 time: 0.9241 data_time: 0.0385 memory: 18616 grad_norm: 0.1063 recall@thr=0.5: 0.7514 prec@thr=0.5: 0.8478 recall@top3: 0.8649 prec@top3: 0.7826 recall@top5: 0.9261 prec@top5: 0.5130 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 18:32:32 - mmengine - INFO - Epoch(train) [8][880/1441] lr: 2.0000e-01 eta: 4:52:06 time: 0.8475 data_time: 0.0355 memory: 18616 grad_norm: 0.1067 recall@thr=0.5: 0.8093 prec@thr=0.5: 0.8633 recall@top3: 0.8623 prec@top3: 0.7000 recall@top5: 0.9533 prec@top5: 0.4800 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 18:32:49 - mmengine - INFO - Epoch(train) [8][900/1441] lr: 2.0000e-01 eta: 4:51:42 time: 0.8448 data_time: 0.0356 memory: 18616 grad_norm: 0.1118 recall@thr=0.5: 0.7741 prec@thr=0.5: 0.8399 recall@top3: 0.8268 prec@top3: 0.6930 recall@top5: 0.9211 prec@top5: 0.4632 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 18:33:01 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 18:33:07 - mmengine - INFO - Epoch(train) [8][920/1441] lr: 2.0000e-01 eta: 4:51:20 time: 0.8980 data_time: 0.0420 memory: 18616 grad_norm: 0.1099 recall@thr=0.5: 0.6962 prec@thr=0.5: 0.7596 recall@top3: 0.8131 prec@top3: 0.6282 recall@top5: 0.9106 prec@top5: 0.4346 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 18:33:24 - mmengine - INFO - Epoch(train) [8][940/1441] lr: 2.0000e-01 eta: 4:50:56 time: 0.8408 data_time: 0.0322 memory: 18616 grad_norm: 0.1133 recall@thr=0.5: 0.7454 prec@thr=0.5: 0.8177 recall@top3: 0.8234 prec@top3: 0.7730 recall@top5: 0.9560 prec@top5: 0.5447 loss_action_cls: 0.0412 loss: 0.0412 2022/08/07 18:33:41 - mmengine - INFO - Epoch(train) [8][960/1441] lr: 2.0000e-01 eta: 4:50:32 time: 0.8474 data_time: 0.0340 memory: 18616 grad_norm: 0.1058 recall@thr=0.5: 0.7652 prec@thr=0.5: 0.8333 recall@top3: 0.8485 prec@top3: 0.7636 recall@top5: 0.9591 prec@top5: 0.5309 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 18:33:58 - mmengine - INFO - Epoch(train) [8][980/1441] lr: 2.0000e-01 eta: 4:50:08 time: 0.8474 data_time: 0.0344 memory: 18616 grad_norm: 0.1109 recall@thr=0.5: 0.7186 prec@thr=0.5: 0.8145 recall@top3: 0.8097 prec@top3: 0.7233 recall@top5: 0.9544 prec@top5: 0.5208 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 18:34:15 - mmengine - INFO - Epoch(train) [8][1000/1441] lr: 2.0000e-01 eta: 4:49:44 time: 0.8601 data_time: 0.0423 memory: 18616 grad_norm: 0.1128 recall@thr=0.5: 0.7132 prec@thr=0.5: 0.7791 recall@top3: 0.8043 prec@top3: 0.6512 recall@top5: 0.8857 prec@top5: 0.4372 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 18:34:32 - mmengine - INFO - Epoch(train) [8][1020/1441] lr: 2.0000e-01 eta: 4:49:20 time: 0.8329 data_time: 0.0331 memory: 18616 grad_norm: 0.1081 recall@thr=0.5: 0.6898 prec@thr=0.5: 0.7241 recall@top3: 0.7778 prec@top3: 0.6296 recall@top5: 0.9336 prec@top5: 0.4704 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 18:34:49 - mmengine - INFO - Epoch(train) [8][1040/1441] lr: 2.0000e-01 eta: 4:48:56 time: 0.8559 data_time: 0.0346 memory: 18616 grad_norm: 0.1135 recall@thr=0.5: 0.7388 prec@thr=0.5: 0.7958 recall@top3: 0.7733 prec@top3: 0.6417 recall@top5: 0.8492 prec@top5: 0.4400 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 18:35:06 - mmengine - INFO - Epoch(train) [8][1060/1441] lr: 2.0000e-01 eta: 4:48:33 time: 0.8463 data_time: 0.0307 memory: 18616 grad_norm: 0.1079 recall@thr=0.5: 0.7900 prec@thr=0.5: 0.8972 recall@top3: 0.8850 prec@top3: 0.7778 recall@top5: 0.9661 prec@top5: 0.5233 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 18:35:23 - mmengine - INFO - Epoch(train) [8][1080/1441] lr: 2.0000e-01 eta: 4:48:09 time: 0.8659 data_time: 0.0366 memory: 18616 grad_norm: 0.1113 recall@thr=0.5: 0.7703 prec@thr=0.5: 0.8378 recall@top3: 0.8739 prec@top3: 0.6937 recall@top5: 0.9595 prec@top5: 0.4595 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 18:35:40 - mmengine - INFO - Epoch(train) [8][1100/1441] lr: 2.0000e-01 eta: 4:47:46 time: 0.8454 data_time: 0.0393 memory: 18616 grad_norm: 0.1134 recall@thr=0.5: 0.7344 prec@thr=0.5: 0.7875 recall@top3: 0.8244 prec@top3: 0.6500 recall@top5: 0.9256 prec@top5: 0.4433 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 18:35:57 - mmengine - INFO - Epoch(train) [8][1120/1441] lr: 2.0000e-01 eta: 4:47:23 time: 0.8782 data_time: 0.0377 memory: 18616 grad_norm: 0.1116 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.8623 recall@top3: 0.7971 prec@top3: 0.6812 recall@top5: 0.9047 prec@top5: 0.4783 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 18:36:14 - mmengine - INFO - Epoch(train) [8][1140/1441] lr: 2.0000e-01 eta: 4:46:59 time: 0.8507 data_time: 0.0353 memory: 18616 grad_norm: 0.1080 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.8289 recall@top3: 0.8246 prec@top3: 0.7719 recall@top5: 0.9254 prec@top5: 0.5053 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 18:36:31 - mmengine - INFO - Epoch(train) [8][1160/1441] lr: 2.0000e-01 eta: 4:46:35 time: 0.8436 data_time: 0.0364 memory: 18616 grad_norm: 0.1139 recall@thr=0.5: 0.7677 prec@thr=0.5: 0.7828 recall@top3: 0.7980 prec@top3: 0.6566 recall@top5: 0.8939 prec@top5: 0.4545 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 18:36:49 - mmengine - INFO - Epoch(train) [8][1180/1441] lr: 2.0000e-01 eta: 4:46:13 time: 0.8745 data_time: 0.0494 memory: 18616 grad_norm: 0.1036 recall@thr=0.5: 0.7406 prec@thr=0.5: 0.8370 recall@top3: 0.8145 prec@top3: 0.7391 recall@top5: 0.9641 prec@top5: 0.5478 loss_action_cls: 0.0435 loss: 0.0435 2022/08/07 18:37:06 - mmengine - INFO - Epoch(train) [8][1200/1441] lr: 2.0000e-01 eta: 4:45:49 time: 0.8428 data_time: 0.0437 memory: 18616 grad_norm: 0.1085 recall@thr=0.5: 0.7784 prec@thr=0.5: 0.8409 recall@top3: 0.8352 prec@top3: 0.6742 recall@top5: 0.9830 prec@top5: 0.4864 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 18:37:22 - mmengine - INFO - Epoch(train) [8][1220/1441] lr: 2.0000e-01 eta: 4:45:24 time: 0.8138 data_time: 0.0355 memory: 18616 grad_norm: 0.1093 recall@thr=0.5: 0.7539 prec@thr=0.5: 0.7946 recall@top3: 0.8798 prec@top3: 0.7132 recall@top5: 0.9884 prec@top5: 0.4977 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 18:37:40 - mmengine - INFO - Epoch(train) [8][1240/1441] lr: 2.0000e-01 eta: 4:45:02 time: 0.8910 data_time: 0.0322 memory: 18616 grad_norm: 0.1126 recall@thr=0.5: 0.7212 prec@thr=0.5: 0.6909 recall@top3: 0.7803 prec@top3: 0.4970 recall@top5: 0.9424 prec@top5: 0.3745 loss_action_cls: 0.0442 loss: 0.0442 2022/08/07 18:37:57 - mmengine - INFO - Epoch(train) [8][1260/1441] lr: 2.0000e-01 eta: 4:44:39 time: 0.8820 data_time: 0.0390 memory: 18616 grad_norm: 0.1131 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.6980 recall@top3: 0.8180 prec@top3: 0.5986 recall@top5: 0.9745 prec@top5: 0.4408 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 18:38:14 - mmengine - INFO - Epoch(train) [8][1280/1441] lr: 2.0000e-01 eta: 4:44:15 time: 0.8242 data_time: 0.0351 memory: 18616 grad_norm: 0.1089 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.7740 recall@top3: 0.7653 prec@top3: 0.6800 recall@top5: 0.9103 prec@top5: 0.5000 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 18:38:31 - mmengine - INFO - Epoch(train) [8][1300/1441] lr: 2.0000e-01 eta: 4:43:51 time: 0.8312 data_time: 0.0335 memory: 18616 grad_norm: 0.1103 recall@thr=0.5: 0.7738 prec@thr=0.5: 0.7874 recall@top3: 0.8214 prec@top3: 0.6122 recall@top5: 0.9592 prec@top5: 0.4408 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 18:38:48 - mmengine - INFO - Epoch(train) [8][1320/1441] lr: 2.0000e-01 eta: 4:43:28 time: 0.8495 data_time: 0.0349 memory: 18616 grad_norm: 0.1138 recall@thr=0.5: 0.6792 prec@thr=0.5: 0.7583 recall@top3: 0.8000 prec@top3: 0.6083 recall@top5: 0.8958 prec@top5: 0.4250 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 18:39:05 - mmengine - INFO - Epoch(train) [8][1340/1441] lr: 2.0000e-01 eta: 4:43:04 time: 0.8514 data_time: 0.0401 memory: 18616 grad_norm: 0.1086 recall@thr=0.5: 0.7726 prec@thr=0.5: 0.7986 recall@top3: 0.8247 prec@top3: 0.7153 recall@top5: 0.9288 prec@top5: 0.4875 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 18:39:21 - mmengine - INFO - Epoch(train) [8][1360/1441] lr: 2.0000e-01 eta: 4:42:41 time: 0.8406 data_time: 0.0365 memory: 18616 grad_norm: 0.1114 recall@thr=0.5: 0.7151 prec@thr=0.5: 0.7694 recall@top3: 0.8120 prec@top3: 0.7054 recall@top5: 0.9419 prec@top5: 0.5070 loss_action_cls: 0.0393 loss: 0.0393 2022/08/07 18:39:39 - mmengine - INFO - Epoch(train) [8][1380/1441] lr: 2.0000e-01 eta: 4:42:18 time: 0.8654 data_time: 0.0347 memory: 18616 grad_norm: 0.1132 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.8295 recall@top3: 0.9109 prec@top3: 0.7287 recall@top5: 0.9535 prec@top5: 0.4651 loss_action_cls: 0.0417 loss: 0.0417 2022/08/07 18:39:56 - mmengine - INFO - Epoch(train) [8][1400/1441] lr: 2.0000e-01 eta: 4:41:55 time: 0.8754 data_time: 0.0432 memory: 18616 grad_norm: 0.1140 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.7880 recall@top3: 0.7851 prec@top3: 0.6812 recall@top5: 0.9080 prec@top5: 0.4870 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 18:40:13 - mmengine - INFO - Epoch(train) [8][1420/1441] lr: 2.0000e-01 eta: 4:41:31 time: 0.8284 data_time: 0.0324 memory: 18616 grad_norm: 0.1120 recall@thr=0.5: 0.6396 prec@thr=0.5: 0.6875 recall@top3: 0.7750 prec@top3: 0.6083 recall@top5: 0.8854 prec@top5: 0.4300 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 18:40:30 - mmengine - INFO - Epoch(train) [8][1440/1441] lr: 2.0000e-01 eta: 4:41:08 time: 0.8409 data_time: 0.0350 memory: 18616 grad_norm: 0.1164 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8043 recall@top3: 0.7754 prec@top3: 0.6812 recall@top5: 0.9094 prec@top5: 0.4957 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 18:40:30 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 18:40:30 - mmengine - INFO - Epoch(train) [8][1441/1441] lr: 2.0000e-01 eta: 4:41:08 time: 0.8235 data_time: 0.0325 memory: 9568 grad_norm: 0.1189 recall@thr=0.5: 0.6591 prec@thr=0.5: 0.7917 recall@top3: 0.8409 prec@top3: 0.6818 recall@top5: 0.9167 prec@top5: 0.4545 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 18:40:30 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/08/07 18:40:37 - mmengine - INFO - Epoch(val) [8][20/6282] eta: 0:07:25 time: 0.0712 data_time: 0.0232 memory: 663 2022/08/07 18:40:38 - mmengine - INFO - Epoch(val) [8][40/6282] eta: 0:05:10 time: 0.0497 data_time: 0.0055 memory: 663 2022/08/07 18:40:39 - mmengine - INFO - Epoch(val) [8][60/6282] eta: 0:05:19 time: 0.0513 data_time: 0.0063 memory: 663 2022/08/07 18:40:40 - mmengine - INFO - Epoch(val) [8][80/6282] eta: 0:05:04 time: 0.0492 data_time: 0.0054 memory: 663 2022/08/07 18:40:41 - mmengine - INFO - Epoch(val) [8][100/6282] eta: 0:05:03 time: 0.0491 data_time: 0.0043 memory: 663 2022/08/07 18:40:42 - mmengine - INFO - Epoch(val) [8][120/6282] eta: 0:05:28 time: 0.0533 data_time: 0.0051 memory: 726 2022/08/07 18:40:43 - mmengine - INFO - Epoch(val) [8][140/6282] eta: 0:05:58 time: 0.0584 data_time: 0.0052 memory: 726 2022/08/07 18:40:45 - mmengine - INFO - Epoch(val) [8][160/6282] eta: 0:09:01 time: 0.0884 data_time: 0.0065 memory: 726 2022/08/07 18:40:46 - mmengine - INFO - Epoch(val) [8][180/6282] eta: 0:06:00 time: 0.0591 data_time: 0.0065 memory: 726 2022/08/07 18:40:47 - mmengine - INFO - Epoch(val) [8][200/6282] eta: 0:06:25 time: 0.0633 data_time: 0.0080 memory: 726 2022/08/07 18:40:48 - mmengine - INFO - Epoch(val) [8][220/6282] eta: 0:05:31 time: 0.0547 data_time: 0.0082 memory: 676 2022/08/07 18:40:50 - mmengine - INFO - Epoch(val) [8][240/6282] eta: 0:05:18 time: 0.0527 data_time: 0.0066 memory: 676 2022/08/07 18:40:51 - mmengine - INFO - Epoch(val) [8][260/6282] eta: 0:04:57 time: 0.0495 data_time: 0.0073 memory: 676 2022/08/07 18:40:52 - mmengine - INFO - Epoch(val) [8][280/6282] eta: 0:05:00 time: 0.0500 data_time: 0.0068 memory: 676 2022/08/07 18:40:53 - mmengine - INFO - Epoch(val) [8][300/6282] eta: 0:05:36 time: 0.0562 data_time: 0.0088 memory: 726 2022/08/07 18:40:55 - mmengine - INFO - Epoch(val) [8][320/6282] eta: 0:09:55 time: 0.0998 data_time: 0.0472 memory: 726 2022/08/07 18:40:56 - mmengine - INFO - Epoch(val) [8][340/6282] eta: 0:07:34 time: 0.0766 data_time: 0.0243 memory: 726 2022/08/07 18:40:58 - mmengine - INFO - Epoch(val) [8][360/6282] eta: 0:08:46 time: 0.0889 data_time: 0.0325 memory: 726 2022/08/07 18:41:00 - mmengine - INFO - Epoch(val) [8][380/6282] eta: 0:08:12 time: 0.0835 data_time: 0.0273 memory: 726 2022/08/07 18:41:01 - mmengine - INFO - Epoch(val) [8][400/6282] eta: 0:08:15 time: 0.0843 data_time: 0.0323 memory: 726 2022/08/07 18:41:02 - mmengine - INFO - Epoch(val) [8][420/6282] eta: 0:05:12 time: 0.0533 data_time: 0.0054 memory: 677 2022/08/07 18:41:04 - mmengine - INFO - Epoch(val) [8][440/6282] eta: 0:05:32 time: 0.0569 data_time: 0.0075 memory: 677 2022/08/07 18:41:05 - mmengine - INFO - Epoch(val) [8][460/6282] eta: 0:08:19 time: 0.0858 data_time: 0.0057 memory: 677 2022/08/07 18:41:07 - mmengine - INFO - Epoch(val) [8][480/6282] eta: 0:05:43 time: 0.0593 data_time: 0.0066 memory: 677 2022/08/07 18:41:08 - mmengine - INFO - Epoch(val) [8][500/6282] eta: 0:05:29 time: 0.0570 data_time: 0.0086 memory: 677 2022/08/07 18:41:09 - mmengine - INFO - Epoch(val) [8][520/6282] eta: 0:04:52 time: 0.0508 data_time: 0.0061 memory: 676 2022/08/07 18:41:10 - mmengine - INFO - Epoch(val) [8][540/6282] eta: 0:04:35 time: 0.0480 data_time: 0.0047 memory: 676 2022/08/07 18:41:11 - mmengine - INFO - Epoch(val) [8][560/6282] eta: 0:04:41 time: 0.0492 data_time: 0.0070 memory: 676 2022/08/07 18:41:12 - mmengine - INFO - Epoch(val) [8][580/6282] eta: 0:04:41 time: 0.0494 data_time: 0.0057 memory: 676 2022/08/07 18:41:13 - mmengine - INFO - Epoch(val) [8][600/6282] eta: 0:04:39 time: 0.0492 data_time: 0.0048 memory: 676 2022/08/07 18:41:14 - mmengine - INFO - Epoch(val) [8][620/6282] eta: 0:05:11 time: 0.0551 data_time: 0.0073 memory: 676 2022/08/07 18:41:15 - mmengine - INFO - Epoch(val) [8][640/6282] eta: 0:04:19 time: 0.0459 data_time: 0.0055 memory: 670 2022/08/07 18:41:15 - mmengine - INFO - Epoch(val) [8][660/6282] eta: 0:03:45 time: 0.0401 data_time: 0.0036 memory: 670 2022/08/07 18:41:16 - mmengine - INFO - Epoch(val) [8][680/6282] eta: 0:04:07 time: 0.0442 data_time: 0.0045 memory: 670 2022/08/07 18:41:17 - mmengine - INFO - Epoch(val) [8][700/6282] eta: 0:04:08 time: 0.0446 data_time: 0.0046 memory: 670 2022/08/07 18:41:20 - mmengine - INFO - Epoch(val) [8][720/6282] eta: 0:10:57 time: 0.1182 data_time: 0.0672 memory: 726 2022/08/07 18:41:23 - mmengine - INFO - Epoch(val) [8][740/6282] eta: 0:16:47 time: 0.1818 data_time: 0.1354 memory: 726 2022/08/07 18:41:26 - mmengine - INFO - Epoch(val) [8][760/6282] eta: 0:12:38 time: 0.1373 data_time: 0.0901 memory: 726 2022/08/07 18:41:30 - mmengine - INFO - Epoch(val) [8][780/6282] eta: 0:16:17 time: 0.1777 data_time: 0.1306 memory: 726 2022/08/07 18:41:33 - mmengine - INFO - Epoch(val) [8][800/6282] eta: 0:15:41 time: 0.1717 data_time: 0.1187 memory: 726 2022/08/07 18:41:35 - mmengine - INFO - Epoch(val) [8][820/6282] eta: 0:08:36 time: 0.0945 data_time: 0.0409 memory: 726 2022/08/07 18:41:36 - mmengine - INFO - Epoch(val) [8][840/6282] eta: 0:04:46 time: 0.0527 data_time: 0.0066 memory: 676 2022/08/07 18:41:37 - mmengine - INFO - Epoch(val) [8][860/6282] eta: 0:04:49 time: 0.0534 data_time: 0.0066 memory: 676 2022/08/07 18:41:38 - mmengine - INFO - Epoch(val) [8][880/6282] eta: 0:04:47 time: 0.0531 data_time: 0.0058 memory: 676 2022/08/07 18:41:39 - mmengine - INFO - Epoch(val) [8][900/6282] eta: 0:04:46 time: 0.0532 data_time: 0.0067 memory: 676 2022/08/07 18:41:40 - mmengine - INFO - Epoch(val) [8][920/6282] eta: 0:04:33 time: 0.0509 data_time: 0.0056 memory: 676 2022/08/07 18:41:41 - mmengine - INFO - Epoch(val) [8][940/6282] eta: 0:04:55 time: 0.0554 data_time: 0.0083 memory: 663 2022/08/07 18:41:42 - mmengine - INFO - Epoch(val) [8][960/6282] eta: 0:04:45 time: 0.0537 data_time: 0.0064 memory: 663 2022/08/07 18:41:43 - mmengine - INFO - Epoch(val) [8][980/6282] eta: 0:04:31 time: 0.0512 data_time: 0.0051 memory: 663 2022/08/07 18:41:45 - mmengine - INFO - Epoch(val) [8][1000/6282] eta: 0:07:01 time: 0.0798 data_time: 0.0058 memory: 663 2022/08/07 18:41:46 - mmengine - INFO - Epoch(val) [8][1020/6282] eta: 0:04:32 time: 0.0519 data_time: 0.0053 memory: 676 2022/08/07 18:41:47 - mmengine - INFO - Epoch(val) [8][1040/6282] eta: 0:04:48 time: 0.0550 data_time: 0.0067 memory: 676 2022/08/07 18:41:48 - mmengine - INFO - Epoch(val) [8][1060/6282] eta: 0:04:40 time: 0.0536 data_time: 0.0063 memory: 676 2022/08/07 18:41:49 - mmengine - INFO - Epoch(val) [8][1080/6282] eta: 0:04:37 time: 0.0534 data_time: 0.0056 memory: 676 2022/08/07 18:41:50 - mmengine - INFO - Epoch(val) [8][1100/6282] eta: 0:04:45 time: 0.0551 data_time: 0.0053 memory: 676 2022/08/07 18:41:52 - mmengine - INFO - Epoch(val) [8][1120/6282] eta: 0:04:38 time: 0.0540 data_time: 0.0063 memory: 676 2022/08/07 18:41:53 - mmengine - INFO - Epoch(val) [8][1140/6282] eta: 0:04:25 time: 0.0517 data_time: 0.0057 memory: 676 2022/08/07 18:41:54 - mmengine - INFO - Epoch(val) [8][1160/6282] eta: 0:03:56 time: 0.0462 data_time: 0.0053 memory: 676 2022/08/07 18:41:55 - mmengine - INFO - Epoch(val) [8][1180/6282] eta: 0:04:11 time: 0.0492 data_time: 0.0070 memory: 676 2022/08/07 18:41:55 - mmengine - INFO - Epoch(val) [8][1200/6282] eta: 0:03:46 time: 0.0446 data_time: 0.0041 memory: 676 2022/08/07 18:41:56 - mmengine - INFO - Epoch(val) [8][1220/6282] eta: 0:03:39 time: 0.0434 data_time: 0.0043 memory: 676 2022/08/07 18:42:00 - mmengine - INFO - Epoch(val) [8][1240/6282] eta: 0:15:18 time: 0.1822 data_time: 0.1357 memory: 726 2022/08/07 18:42:03 - mmengine - INFO - Epoch(val) [8][1260/6282] eta: 0:11:08 time: 0.1331 data_time: 0.0870 memory: 726 2022/08/07 18:42:07 - mmengine - INFO - Epoch(val) [8][1280/6282] eta: 0:16:01 time: 0.1922 data_time: 0.1070 memory: 726 2022/08/07 18:42:09 - mmengine - INFO - Epoch(val) [8][1300/6282] eta: 0:12:00 time: 0.1446 data_time: 0.0996 memory: 726 2022/08/07 18:42:13 - mmengine - INFO - Epoch(val) [8][1320/6282] eta: 0:14:24 time: 0.1743 data_time: 0.1282 memory: 726 2022/08/07 18:42:16 - mmengine - INFO - Epoch(val) [8][1340/6282] eta: 0:10:42 time: 0.1300 data_time: 0.0821 memory: 726 2022/08/07 18:42:19 - mmengine - INFO - Epoch(val) [8][1360/6282] eta: 0:14:37 time: 0.1783 data_time: 0.1306 memory: 726 2022/08/07 18:42:22 - mmengine - INFO - Epoch(val) [8][1380/6282] eta: 0:11:06 time: 0.1360 data_time: 0.0885 memory: 726 2022/08/07 18:42:25 - mmengine - INFO - Epoch(val) [8][1400/6282] eta: 0:13:04 time: 0.1608 data_time: 0.0773 memory: 726 2022/08/07 18:42:28 - mmengine - INFO - Epoch(val) [8][1420/6282] eta: 0:11:40 time: 0.1441 data_time: 0.0916 memory: 726 2022/08/07 18:42:30 - mmengine - INFO - Epoch(val) [8][1440/6282] eta: 0:07:15 time: 0.0899 data_time: 0.0386 memory: 726 2022/08/07 18:42:31 - mmengine - INFO - Epoch(val) [8][1460/6282] eta: 0:04:47 time: 0.0597 data_time: 0.0063 memory: 726 2022/08/07 18:42:32 - mmengine - INFO - Epoch(val) [8][1480/6282] eta: 0:04:42 time: 0.0588 data_time: 0.0051 memory: 726 2022/08/07 18:42:33 - mmengine - INFO - Epoch(val) [8][1500/6282] eta: 0:04:49 time: 0.0604 data_time: 0.0064 memory: 726 2022/08/07 18:42:35 - mmengine - INFO - Epoch(val) [8][1520/6282] eta: 0:04:54 time: 0.0619 data_time: 0.0065 memory: 798 2022/08/07 18:42:36 - mmengine - INFO - Epoch(val) [8][1540/6282] eta: 0:05:43 time: 0.0725 data_time: 0.0096 memory: 798 2022/08/07 18:42:37 - mmengine - INFO - Epoch(val) [8][1560/6282] eta: 0:05:24 time: 0.0687 data_time: 0.0073 memory: 798 2022/08/07 18:42:39 - mmengine - INFO - Epoch(val) [8][1580/6282] eta: 0:05:21 time: 0.0683 data_time: 0.0077 memory: 798 2022/08/07 18:42:40 - mmengine - INFO - Epoch(val) [8][1600/6282] eta: 0:05:31 time: 0.0708 data_time: 0.0095 memory: 798 2022/08/07 18:42:42 - mmengine - INFO - Epoch(val) [8][1620/6282] eta: 0:05:38 time: 0.0726 data_time: 0.0093 memory: 798 2022/08/07 18:42:43 - mmengine - INFO - Epoch(val) [8][1640/6282] eta: 0:04:42 time: 0.0609 data_time: 0.0056 memory: 726 2022/08/07 18:42:44 - mmengine - INFO - Epoch(val) [8][1660/6282] eta: 0:04:31 time: 0.0587 data_time: 0.0066 memory: 726 2022/08/07 18:42:45 - mmengine - INFO - Epoch(val) [8][1680/6282] eta: 0:04:02 time: 0.0528 data_time: 0.0050 memory: 726 2022/08/07 18:42:46 - mmengine - INFO - Epoch(val) [8][1700/6282] eta: 0:04:04 time: 0.0534 data_time: 0.0062 memory: 726 2022/08/07 18:42:47 - mmengine - INFO - Epoch(val) [8][1720/6282] eta: 0:04:07 time: 0.0544 data_time: 0.0057 memory: 726 2022/08/07 18:42:49 - mmengine - INFO - Epoch(val) [8][1740/6282] eta: 0:06:01 time: 0.0795 data_time: 0.0052 memory: 726 2022/08/07 18:42:50 - mmengine - INFO - Epoch(val) [8][1760/6282] eta: 0:04:28 time: 0.0594 data_time: 0.0066 memory: 726 2022/08/07 18:42:51 - mmengine - INFO - Epoch(val) [8][1780/6282] eta: 0:04:01 time: 0.0537 data_time: 0.0055 memory: 726 2022/08/07 18:42:52 - mmengine - INFO - Epoch(val) [8][1800/6282] eta: 0:04:08 time: 0.0555 data_time: 0.0052 memory: 726 2022/08/07 18:42:53 - mmengine - INFO - Epoch(val) [8][1820/6282] eta: 0:03:57 time: 0.0533 data_time: 0.0057 memory: 726 2022/08/07 18:42:55 - mmengine - INFO - Epoch(val) [8][1840/6282] eta: 0:05:52 time: 0.0793 data_time: 0.0260 memory: 726 2022/08/07 18:42:58 - mmengine - INFO - Epoch(val) [8][1860/6282] eta: 0:12:44 time: 0.1730 data_time: 0.1257 memory: 726 2022/08/07 18:43:01 - mmengine - INFO - Epoch(val) [8][1880/6282] eta: 0:09:08 time: 0.1246 data_time: 0.0472 memory: 726 2022/08/07 18:43:05 - mmengine - INFO - Epoch(val) [8][1900/6282] eta: 0:13:04 time: 0.1790 data_time: 0.1253 memory: 726 2022/08/07 18:43:07 - mmengine - INFO - Epoch(val) [8][1920/6282] eta: 0:08:45 time: 0.1205 data_time: 0.0687 memory: 726 2022/08/07 18:43:10 - mmengine - INFO - Epoch(val) [8][1940/6282] eta: 0:09:34 time: 0.1324 data_time: 0.0801 memory: 726 2022/08/07 18:43:11 - mmengine - INFO - Epoch(val) [8][1960/6282] eta: 0:05:22 time: 0.0745 data_time: 0.0040 memory: 677 2022/08/07 18:43:12 - mmengine - INFO - Epoch(val) [8][1980/6282] eta: 0:03:56 time: 0.0550 data_time: 0.0060 memory: 677 2022/08/07 18:43:13 - mmengine - INFO - Epoch(val) [8][2000/6282] eta: 0:04:06 time: 0.0575 data_time: 0.0065 memory: 677 2022/08/07 18:43:15 - mmengine - INFO - Epoch(val) [8][2020/6282] eta: 0:04:00 time: 0.0563 data_time: 0.0059 memory: 677 2022/08/07 18:43:16 - mmengine - INFO - Epoch(val) [8][2040/6282] eta: 0:03:51 time: 0.0547 data_time: 0.0070 memory: 677 2022/08/07 18:43:17 - mmengine - INFO - Epoch(val) [8][2060/6282] eta: 0:03:56 time: 0.0560 data_time: 0.0056 memory: 677 2022/08/07 18:43:18 - mmengine - INFO - Epoch(val) [8][2080/6282] eta: 0:03:31 time: 0.0502 data_time: 0.0069 memory: 677 2022/08/07 18:43:19 - mmengine - INFO - Epoch(val) [8][2100/6282] eta: 0:03:57 time: 0.0567 data_time: 0.0056 memory: 677 2022/08/07 18:43:20 - mmengine - INFO - Epoch(val) [8][2120/6282] eta: 0:03:41 time: 0.0531 data_time: 0.0041 memory: 677 2022/08/07 18:43:21 - mmengine - INFO - Epoch(val) [8][2140/6282] eta: 0:03:51 time: 0.0558 data_time: 0.0075 memory: 677 2022/08/07 18:43:22 - mmengine - INFO - Epoch(val) [8][2160/6282] eta: 0:03:47 time: 0.0553 data_time: 0.0063 memory: 676 2022/08/07 18:43:23 - mmengine - INFO - Epoch(val) [8][2180/6282] eta: 0:03:41 time: 0.0540 data_time: 0.0061 memory: 676 2022/08/07 18:43:25 - mmengine - INFO - Epoch(val) [8][2200/6282] eta: 0:05:18 time: 0.0780 data_time: 0.0065 memory: 676 2022/08/07 18:43:26 - mmengine - INFO - Epoch(val) [8][2220/6282] eta: 0:03:39 time: 0.0540 data_time: 0.0078 memory: 676 2022/08/07 18:43:27 - mmengine - INFO - Epoch(val) [8][2240/6282] eta: 0:03:36 time: 0.0537 data_time: 0.0060 memory: 676 2022/08/07 18:43:28 - mmengine - INFO - Epoch(val) [8][2260/6282] eta: 0:03:47 time: 0.0565 data_time: 0.0062 memory: 677 2022/08/07 18:43:29 - mmengine - INFO - Epoch(val) [8][2280/6282] eta: 0:03:36 time: 0.0540 data_time: 0.0066 memory: 677 2022/08/07 18:43:30 - mmengine - INFO - Epoch(val) [8][2300/6282] eta: 0:03:45 time: 0.0566 data_time: 0.0089 memory: 677 2022/08/07 18:43:32 - mmengine - INFO - Epoch(val) [8][2320/6282] eta: 0:03:42 time: 0.0561 data_time: 0.0057 memory: 677 2022/08/07 18:43:33 - mmengine - INFO - Epoch(val) [8][2340/6282] eta: 0:03:34 time: 0.0544 data_time: 0.0070 memory: 677 2022/08/07 18:43:34 - mmengine - INFO - Epoch(val) [8][2360/6282] eta: 0:03:30 time: 0.0538 data_time: 0.0053 memory: 676 2022/08/07 18:43:35 - mmengine - INFO - Epoch(val) [8][2380/6282] eta: 0:03:44 time: 0.0576 data_time: 0.0084 memory: 676 2022/08/07 18:43:36 - mmengine - INFO - Epoch(val) [8][2400/6282] eta: 0:03:28 time: 0.0538 data_time: 0.0054 memory: 676 2022/08/07 18:43:37 - mmengine - INFO - Epoch(val) [8][2420/6282] eta: 0:03:06 time: 0.0483 data_time: 0.0057 memory: 676 2022/08/07 18:43:38 - mmengine - INFO - Epoch(val) [8][2440/6282] eta: 0:03:06 time: 0.0486 data_time: 0.0051 memory: 676 2022/08/07 18:43:40 - mmengine - INFO - Epoch(val) [8][2460/6282] eta: 0:05:06 time: 0.0802 data_time: 0.0267 memory: 726 2022/08/07 18:43:41 - mmengine - INFO - Epoch(val) [8][2480/6282] eta: 0:05:10 time: 0.0817 data_time: 0.0338 memory: 726 2022/08/07 18:43:43 - mmengine - INFO - Epoch(val) [8][2500/6282] eta: 0:05:56 time: 0.0943 data_time: 0.0455 memory: 726 2022/08/07 18:43:45 - mmengine - INFO - Epoch(val) [8][2520/6282] eta: 0:05:35 time: 0.0890 data_time: 0.0272 memory: 726 2022/08/07 18:43:47 - mmengine - INFO - Epoch(val) [8][2540/6282] eta: 0:06:21 time: 0.1019 data_time: 0.0542 memory: 726 2022/08/07 18:43:50 - mmengine - INFO - Epoch(val) [8][2560/6282] eta: 0:08:58 time: 0.1448 data_time: 0.0965 memory: 726 2022/08/07 18:43:54 - mmengine - INFO - Epoch(val) [8][2580/6282] eta: 0:11:46 time: 0.1908 data_time: 0.1426 memory: 726 2022/08/07 18:43:56 - mmengine - INFO - Epoch(val) [8][2600/6282] eta: 0:08:14 time: 0.1343 data_time: 0.0859 memory: 726 2022/08/07 18:44:00 - mmengine - INFO - Epoch(val) [8][2620/6282] eta: 0:11:03 time: 0.1813 data_time: 0.1316 memory: 726 2022/08/07 18:44:03 - mmengine - INFO - Epoch(val) [8][2640/6282] eta: 0:08:05 time: 0.1332 data_time: 0.0762 memory: 726 2022/08/07 18:44:05 - mmengine - INFO - Epoch(val) [8][2660/6282] eta: 0:05:48 time: 0.0962 data_time: 0.0105 memory: 791 2022/08/07 18:44:06 - mmengine - INFO - Epoch(val) [8][2680/6282] eta: 0:04:12 time: 0.0701 data_time: 0.0107 memory: 791 2022/08/07 18:44:07 - mmengine - INFO - Epoch(val) [8][2700/6282] eta: 0:04:12 time: 0.0705 data_time: 0.0076 memory: 791 2022/08/07 18:44:09 - mmengine - INFO - Epoch(val) [8][2720/6282] eta: 0:04:35 time: 0.0772 data_time: 0.0119 memory: 791 2022/08/07 18:44:10 - mmengine - INFO - Epoch(val) [8][2740/6282] eta: 0:04:06 time: 0.0696 data_time: 0.0103 memory: 791 2022/08/07 18:44:12 - mmengine - INFO - Epoch(val) [8][2760/6282] eta: 0:03:11 time: 0.0544 data_time: 0.0073 memory: 677 2022/08/07 18:44:13 - mmengine - INFO - Epoch(val) [8][2780/6282] eta: 0:03:25 time: 0.0587 data_time: 0.0062 memory: 677 2022/08/07 18:44:14 - mmengine - INFO - Epoch(val) [8][2800/6282] eta: 0:03:10 time: 0.0547 data_time: 0.0066 memory: 677 2022/08/07 18:44:15 - mmengine - INFO - Epoch(val) [8][2820/6282] eta: 0:03:15 time: 0.0566 data_time: 0.0078 memory: 677 2022/08/07 18:44:16 - mmengine - INFO - Epoch(val) [8][2840/6282] eta: 0:02:55 time: 0.0509 data_time: 0.0064 memory: 677 2022/08/07 18:44:17 - mmengine - INFO - Epoch(val) [8][2860/6282] eta: 0:03:45 time: 0.0659 data_time: 0.0164 memory: 726 2022/08/07 18:44:19 - mmengine - INFO - Epoch(val) [8][2880/6282] eta: 0:04:44 time: 0.0837 data_time: 0.0319 memory: 726 2022/08/07 18:44:20 - mmengine - INFO - Epoch(val) [8][2900/6282] eta: 0:04:05 time: 0.0725 data_time: 0.0201 memory: 726 2022/08/07 18:44:22 - mmengine - INFO - Epoch(val) [8][2920/6282] eta: 0:03:13 time: 0.0576 data_time: 0.0104 memory: 726 2022/08/07 18:44:23 - mmengine - INFO - Epoch(val) [8][2940/6282] eta: 0:02:58 time: 0.0533 data_time: 0.0061 memory: 698 2022/08/07 18:44:24 - mmengine - INFO - Epoch(val) [8][2960/6282] eta: 0:02:48 time: 0.0507 data_time: 0.0047 memory: 698 2022/08/07 18:44:25 - mmengine - INFO - Epoch(val) [8][2980/6282] eta: 0:04:11 time: 0.0762 data_time: 0.0061 memory: 698 2022/08/07 18:44:26 - mmengine - INFO - Epoch(val) [8][3000/6282] eta: 0:02:40 time: 0.0488 data_time: 0.0046 memory: 698 2022/08/07 18:44:27 - mmengine - INFO - Epoch(val) [8][3020/6282] eta: 0:02:47 time: 0.0513 data_time: 0.0054 memory: 726 2022/08/07 18:44:28 - mmengine - INFO - Epoch(val) [8][3040/6282] eta: 0:03:03 time: 0.0565 data_time: 0.0051 memory: 726 2022/08/07 18:44:30 - mmengine - INFO - Epoch(val) [8][3060/6282] eta: 0:03:15 time: 0.0605 data_time: 0.0070 memory: 726 2022/08/07 18:44:31 - mmengine - INFO - Epoch(val) [8][3080/6282] eta: 0:03:09 time: 0.0593 data_time: 0.0072 memory: 726 2022/08/07 18:44:32 - mmengine - INFO - Epoch(val) [8][3100/6282] eta: 0:03:22 time: 0.0637 data_time: 0.0070 memory: 726 2022/08/07 18:44:33 - mmengine - INFO - Epoch(val) [8][3120/6282] eta: 0:03:11 time: 0.0605 data_time: 0.0072 memory: 677 2022/08/07 18:44:35 - mmengine - INFO - Epoch(val) [8][3140/6282] eta: 0:03:04 time: 0.0589 data_time: 0.0061 memory: 677 2022/08/07 18:44:36 - mmengine - INFO - Epoch(val) [8][3160/6282] eta: 0:02:44 time: 0.0528 data_time: 0.0062 memory: 677 2022/08/07 18:44:37 - mmengine - INFO - Epoch(val) [8][3180/6282] eta: 0:02:35 time: 0.0502 data_time: 0.0060 memory: 677 2022/08/07 18:44:38 - mmengine - INFO - Epoch(val) [8][3200/6282] eta: 0:03:53 time: 0.0756 data_time: 0.0260 memory: 726 2022/08/07 18:44:40 - mmengine - INFO - Epoch(val) [8][3220/6282] eta: 0:04:25 time: 0.0868 data_time: 0.0358 memory: 726 2022/08/07 18:44:41 - mmengine - INFO - Epoch(val) [8][3240/6282] eta: 0:03:43 time: 0.0735 data_time: 0.0212 memory: 726 2022/08/07 18:44:43 - mmengine - INFO - Epoch(val) [8][3260/6282] eta: 0:03:56 time: 0.0782 data_time: 0.0263 memory: 726 2022/08/07 18:44:44 - mmengine - INFO - Epoch(val) [8][3280/6282] eta: 0:03:00 time: 0.0601 data_time: 0.0076 memory: 726 2022/08/07 18:44:46 - mmengine - INFO - Epoch(val) [8][3300/6282] eta: 0:03:53 time: 0.0783 data_time: 0.0044 memory: 726 2022/08/07 18:44:47 - mmengine - INFO - Epoch(val) [8][3320/6282] eta: 0:02:46 time: 0.0563 data_time: 0.0056 memory: 726 2022/08/07 18:44:48 - mmengine - INFO - Epoch(val) [8][3340/6282] eta: 0:02:54 time: 0.0594 data_time: 0.0086 memory: 726 2022/08/07 18:44:49 - mmengine - INFO - Epoch(val) [8][3360/6282] eta: 0:03:11 time: 0.0657 data_time: 0.0067 memory: 726 2022/08/07 18:44:50 - mmengine - INFO - Epoch(val) [8][3380/6282] eta: 0:02:42 time: 0.0560 data_time: 0.0055 memory: 726 2022/08/07 18:44:52 - mmengine - INFO - Epoch(val) [8][3400/6282] eta: 0:02:31 time: 0.0524 data_time: 0.0052 memory: 676 2022/08/07 18:44:53 - mmengine - INFO - Epoch(val) [8][3420/6282] eta: 0:02:22 time: 0.0498 data_time: 0.0067 memory: 676 2022/08/07 18:44:54 - mmengine - INFO - Epoch(val) [8][3440/6282] eta: 0:02:23 time: 0.0504 data_time: 0.0066 memory: 676 2022/08/07 18:44:55 - mmengine - INFO - Epoch(val) [8][3460/6282] eta: 0:02:19 time: 0.0494 data_time: 0.0047 memory: 676 2022/08/07 18:44:55 - mmengine - INFO - Epoch(val) [8][3480/6282] eta: 0:02:14 time: 0.0480 data_time: 0.0046 memory: 676 2022/08/07 18:44:56 - mmengine - INFO - Epoch(val) [8][3500/6282] eta: 0:02:15 time: 0.0488 data_time: 0.0060 memory: 676 2022/08/07 18:44:57 - mmengine - INFO - Epoch(val) [8][3520/6282] eta: 0:02:05 time: 0.0456 data_time: 0.0050 memory: 676 2022/08/07 18:44:58 - mmengine - INFO - Epoch(val) [8][3540/6282] eta: 0:02:12 time: 0.0483 data_time: 0.0051 memory: 676 2022/08/07 18:44:59 - mmengine - INFO - Epoch(val) [8][3560/6282] eta: 0:02:09 time: 0.0475 data_time: 0.0052 memory: 676 2022/08/07 18:45:00 - mmengine - INFO - Epoch(val) [8][3580/6282] eta: 0:02:19 time: 0.0515 data_time: 0.0056 memory: 712 2022/08/07 18:45:02 - mmengine - INFO - Epoch(val) [8][3600/6282] eta: 0:03:57 time: 0.0885 data_time: 0.0063 memory: 712 2022/08/07 18:45:03 - mmengine - INFO - Epoch(val) [8][3620/6282] eta: 0:02:24 time: 0.0544 data_time: 0.0065 memory: 712 2022/08/07 18:45:04 - mmengine - INFO - Epoch(val) [8][3640/6282] eta: 0:02:34 time: 0.0583 data_time: 0.0056 memory: 712 2022/08/07 18:45:05 - mmengine - INFO - Epoch(val) [8][3660/6282] eta: 0:02:16 time: 0.0520 data_time: 0.0050 memory: 712 2022/08/07 18:45:07 - mmengine - INFO - Epoch(val) [8][3680/6282] eta: 0:02:35 time: 0.0599 data_time: 0.0111 memory: 726 2022/08/07 18:45:08 - mmengine - INFO - Epoch(val) [8][3700/6282] eta: 0:03:52 time: 0.0899 data_time: 0.0343 memory: 726 2022/08/07 18:45:10 - mmengine - INFO - Epoch(val) [8][3720/6282] eta: 0:03:46 time: 0.0885 data_time: 0.0385 memory: 726 2022/08/07 18:45:12 - mmengine - INFO - Epoch(val) [8][3740/6282] eta: 0:03:24 time: 0.0806 data_time: 0.0321 memory: 726 2022/08/07 18:45:14 - mmengine - INFO - Epoch(val) [8][3760/6282] eta: 0:03:35 time: 0.0856 data_time: 0.0343 memory: 726 2022/08/07 18:45:16 - mmengine - INFO - Epoch(val) [8][3780/6282] eta: 0:04:09 time: 0.0995 data_time: 0.0193 memory: 726 2022/08/07 18:45:17 - mmengine - INFO - Epoch(val) [8][3800/6282] eta: 0:02:59 time: 0.0722 data_time: 0.0206 memory: 726 2022/08/07 18:45:19 - mmengine - INFO - Epoch(val) [8][3820/6282] eta: 0:03:27 time: 0.0841 data_time: 0.0335 memory: 726 2022/08/07 18:45:21 - mmengine - INFO - Epoch(val) [8][3840/6282] eta: 0:03:33 time: 0.0874 data_time: 0.0348 memory: 726 2022/08/07 18:45:22 - mmengine - INFO - Epoch(val) [8][3860/6282] eta: 0:03:24 time: 0.0843 data_time: 0.0329 memory: 726 2022/08/07 18:45:24 - mmengine - INFO - Epoch(val) [8][3880/6282] eta: 0:03:36 time: 0.0902 data_time: 0.0359 memory: 726 2022/08/07 18:45:26 - mmengine - INFO - Epoch(val) [8][3900/6282] eta: 0:03:31 time: 0.0887 data_time: 0.0314 memory: 726 2022/08/07 18:45:27 - mmengine - INFO - Epoch(val) [8][3920/6282] eta: 0:03:12 time: 0.0817 data_time: 0.0286 memory: 726 2022/08/07 18:45:29 - mmengine - INFO - Epoch(val) [8][3940/6282] eta: 0:03:35 time: 0.0922 data_time: 0.0375 memory: 726 2022/08/07 18:45:31 - mmengine - INFO - Epoch(val) [8][3960/6282] eta: 0:02:38 time: 0.0682 data_time: 0.0155 memory: 726 2022/08/07 18:45:32 - mmengine - INFO - Epoch(val) [8][3980/6282] eta: 0:02:10 time: 0.0569 data_time: 0.0054 memory: 726 2022/08/07 18:45:33 - mmengine - INFO - Epoch(val) [8][4000/6282] eta: 0:02:01 time: 0.0531 data_time: 0.0064 memory: 726 2022/08/07 18:45:34 - mmengine - INFO - Epoch(val) [8][4020/6282] eta: 0:02:00 time: 0.0533 data_time: 0.0058 memory: 726 2022/08/07 18:45:35 - mmengine - INFO - Epoch(val) [8][4040/6282] eta: 0:02:31 time: 0.0675 data_time: 0.0057 memory: 791 2022/08/07 18:45:36 - mmengine - INFO - Epoch(val) [8][4060/6282] eta: 0:02:04 time: 0.0562 data_time: 0.0044 memory: 791 2022/08/07 18:45:38 - mmengine - INFO - Epoch(val) [8][4080/6282] eta: 0:02:15 time: 0.0613 data_time: 0.0065 memory: 791 2022/08/07 18:45:39 - mmengine - INFO - Epoch(val) [8][4100/6282] eta: 0:02:14 time: 0.0616 data_time: 0.0067 memory: 791 2022/08/07 18:45:40 - mmengine - INFO - Epoch(val) [8][4120/6282] eta: 0:02:38 time: 0.0734 data_time: 0.0081 memory: 791 2022/08/07 18:45:42 - mmengine - INFO - Epoch(val) [8][4140/6282] eta: 0:02:21 time: 0.0662 data_time: 0.0070 memory: 791 2022/08/07 18:45:43 - mmengine - INFO - Epoch(val) [8][4160/6282] eta: 0:01:51 time: 0.0524 data_time: 0.0068 memory: 676 2022/08/07 18:45:44 - mmengine - INFO - Epoch(val) [8][4180/6282] eta: 0:01:49 time: 0.0519 data_time: 0.0056 memory: 676 2022/08/07 18:45:45 - mmengine - INFO - Epoch(val) [8][4200/6282] eta: 0:01:50 time: 0.0530 data_time: 0.0051 memory: 676 2022/08/07 18:45:46 - mmengine - INFO - Epoch(val) [8][4220/6282] eta: 0:01:50 time: 0.0534 data_time: 0.0060 memory: 676 2022/08/07 18:45:47 - mmengine - INFO - Epoch(val) [8][4240/6282] eta: 0:02:03 time: 0.0607 data_time: 0.0042 memory: 677 2022/08/07 18:45:48 - mmengine - INFO - Epoch(val) [8][4260/6282] eta: 0:01:44 time: 0.0518 data_time: 0.0064 memory: 677 2022/08/07 18:45:49 - mmengine - INFO - Epoch(val) [8][4280/6282] eta: 0:01:47 time: 0.0537 data_time: 0.0089 memory: 677 2022/08/07 18:45:50 - mmengine - INFO - Epoch(val) [8][4300/6282] eta: 0:01:42 time: 0.0516 data_time: 0.0065 memory: 677 2022/08/07 18:45:51 - mmengine - INFO - Epoch(val) [8][4320/6282] eta: 0:01:32 time: 0.0474 data_time: 0.0048 memory: 677 2022/08/07 18:45:52 - mmengine - INFO - Epoch(val) [8][4340/6282] eta: 0:01:31 time: 0.0470 data_time: 0.0046 memory: 677 2022/08/07 18:45:53 - mmengine - INFO - Epoch(val) [8][4360/6282] eta: 0:01:46 time: 0.0552 data_time: 0.0051 memory: 726 2022/08/07 18:45:55 - mmengine - INFO - Epoch(val) [8][4380/6282] eta: 0:01:45 time: 0.0552 data_time: 0.0060 memory: 726 2022/08/07 18:45:56 - mmengine - INFO - Epoch(val) [8][4400/6282] eta: 0:01:47 time: 0.0572 data_time: 0.0059 memory: 726 2022/08/07 18:45:57 - mmengine - INFO - Epoch(val) [8][4420/6282] eta: 0:01:45 time: 0.0566 data_time: 0.0061 memory: 726 2022/08/07 18:45:58 - mmengine - INFO - Epoch(val) [8][4440/6282] eta: 0:01:59 time: 0.0649 data_time: 0.0077 memory: 733 2022/08/07 18:45:59 - mmengine - INFO - Epoch(val) [8][4460/6282] eta: 0:01:46 time: 0.0587 data_time: 0.0065 memory: 733 2022/08/07 18:46:00 - mmengine - INFO - Epoch(val) [8][4480/6282] eta: 0:01:47 time: 0.0594 data_time: 0.0066 memory: 733 2022/08/07 18:46:02 - mmengine - INFO - Epoch(val) [8][4500/6282] eta: 0:01:46 time: 0.0595 data_time: 0.0068 memory: 733 2022/08/07 18:46:03 - mmengine - INFO - Epoch(val) [8][4520/6282] eta: 0:01:48 time: 0.0617 data_time: 0.0064 memory: 733 2022/08/07 18:46:04 - mmengine - INFO - Epoch(val) [8][4540/6282] eta: 0:01:40 time: 0.0578 data_time: 0.0075 memory: 677 2022/08/07 18:46:05 - mmengine - INFO - Epoch(val) [8][4560/6282] eta: 0:01:35 time: 0.0552 data_time: 0.0058 memory: 677 2022/08/07 18:46:06 - mmengine - INFO - Epoch(val) [8][4580/6282] eta: 0:01:28 time: 0.0520 data_time: 0.0057 memory: 677 2022/08/07 18:46:07 - mmengine - INFO - Epoch(val) [8][4600/6282] eta: 0:01:29 time: 0.0531 data_time: 0.0046 memory: 677 2022/08/07 18:46:08 - mmengine - INFO - Epoch(val) [8][4620/6282] eta: 0:01:23 time: 0.0501 data_time: 0.0079 memory: 677 2022/08/07 18:46:09 - mmengine - INFO - Epoch(val) [8][4640/6282] eta: 0:01:30 time: 0.0553 data_time: 0.0068 memory: 733 2022/08/07 18:46:11 - mmengine - INFO - Epoch(val) [8][4660/6282] eta: 0:01:33 time: 0.0578 data_time: 0.0058 memory: 733 2022/08/07 18:46:12 - mmengine - INFO - Epoch(val) [8][4680/6282] eta: 0:01:31 time: 0.0571 data_time: 0.0055 memory: 733 2022/08/07 18:46:13 - mmengine - INFO - Epoch(val) [8][4700/6282] eta: 0:01:27 time: 0.0554 data_time: 0.0059 memory: 733 2022/08/07 18:46:14 - mmengine - INFO - Epoch(val) [8][4720/6282] eta: 0:01:25 time: 0.0546 data_time: 0.0065 memory: 733 2022/08/07 18:46:15 - mmengine - INFO - Epoch(val) [8][4740/6282] eta: 0:01:53 time: 0.0735 data_time: 0.0047 memory: 698 2022/08/07 18:46:16 - mmengine - INFO - Epoch(val) [8][4760/6282] eta: 0:01:17 time: 0.0512 data_time: 0.0050 memory: 698 2022/08/07 18:46:18 - mmengine - INFO - Epoch(val) [8][4780/6282] eta: 0:01:20 time: 0.0534 data_time: 0.0065 memory: 698 2022/08/07 18:46:19 - mmengine - INFO - Epoch(val) [8][4800/6282] eta: 0:01:19 time: 0.0537 data_time: 0.0077 memory: 698 2022/08/07 18:46:20 - mmengine - INFO - Epoch(val) [8][4820/6282] eta: 0:01:27 time: 0.0599 data_time: 0.0075 memory: 726 2022/08/07 18:46:21 - mmengine - INFO - Epoch(val) [8][4840/6282] eta: 0:01:26 time: 0.0602 data_time: 0.0071 memory: 726 2022/08/07 18:46:22 - mmengine - INFO - Epoch(val) [8][4860/6282] eta: 0:01:29 time: 0.0627 data_time: 0.0096 memory: 726 2022/08/07 18:46:24 - mmengine - INFO - Epoch(val) [8][4880/6282] eta: 0:01:26 time: 0.0620 data_time: 0.0068 memory: 726 2022/08/07 18:46:25 - mmengine - INFO - Epoch(val) [8][4900/6282] eta: 0:01:28 time: 0.0641 data_time: 0.0112 memory: 726 2022/08/07 18:46:26 - mmengine - INFO - Epoch(val) [8][4920/6282] eta: 0:01:20 time: 0.0589 data_time: 0.0050 memory: 726 2022/08/07 18:46:27 - mmengine - INFO - Epoch(val) [8][4940/6282] eta: 0:01:20 time: 0.0601 data_time: 0.0078 memory: 726 2022/08/07 18:46:28 - mmengine - INFO - Epoch(val) [8][4960/6282] eta: 0:01:19 time: 0.0598 data_time: 0.0064 memory: 726 2022/08/07 18:46:30 - mmengine - INFO - Epoch(val) [8][4980/6282] eta: 0:01:17 time: 0.0594 data_time: 0.0070 memory: 726 2022/08/07 18:46:31 - mmengine - INFO - Epoch(val) [8][5000/6282] eta: 0:01:23 time: 0.0655 data_time: 0.0074 memory: 726 2022/08/07 18:46:32 - mmengine - INFO - Epoch(val) [8][5020/6282] eta: 0:01:13 time: 0.0579 data_time: 0.0073 memory: 726 2022/08/07 18:46:33 - mmengine - INFO - Epoch(val) [8][5040/6282] eta: 0:01:07 time: 0.0540 data_time: 0.0058 memory: 677 2022/08/07 18:46:34 - mmengine - INFO - Epoch(val) [8][5060/6282] eta: 0:01:04 time: 0.0531 data_time: 0.0062 memory: 677 2022/08/07 18:46:36 - mmengine - INFO - Epoch(val) [8][5080/6282] eta: 0:01:35 time: 0.0792 data_time: 0.0051 memory: 677 2022/08/07 18:46:37 - mmengine - INFO - Epoch(val) [8][5100/6282] eta: 0:01:03 time: 0.0534 data_time: 0.0063 memory: 677 2022/08/07 18:46:38 - mmengine - INFO - Epoch(val) [8][5120/6282] eta: 0:01:00 time: 0.0521 data_time: 0.0049 memory: 677 2022/08/07 18:46:39 - mmengine - INFO - Epoch(val) [8][5140/6282] eta: 0:01:01 time: 0.0541 data_time: 0.0085 memory: 676 2022/08/07 18:46:40 - mmengine - INFO - Epoch(val) [8][5160/6282] eta: 0:00:57 time: 0.0515 data_time: 0.0059 memory: 676 2022/08/07 18:46:41 - mmengine - INFO - Epoch(val) [8][5180/6282] eta: 0:01:00 time: 0.0550 data_time: 0.0054 memory: 676 2022/08/07 18:46:42 - mmengine - INFO - Epoch(val) [8][5200/6282] eta: 0:01:00 time: 0.0555 data_time: 0.0065 memory: 676 2022/08/07 18:46:43 - mmengine - INFO - Epoch(val) [8][5220/6282] eta: 0:00:59 time: 0.0558 data_time: 0.0075 memory: 676 2022/08/07 18:46:45 - mmengine - INFO - Epoch(val) [8][5240/6282] eta: 0:00:56 time: 0.0544 data_time: 0.0075 memory: 676 2022/08/07 18:46:46 - mmengine - INFO - Epoch(val) [8][5260/6282] eta: 0:00:52 time: 0.0514 data_time: 0.0054 memory: 676 2022/08/07 18:46:47 - mmengine - INFO - Epoch(val) [8][5280/6282] eta: 0:00:55 time: 0.0551 data_time: 0.0068 memory: 676 2022/08/07 18:46:48 - mmengine - INFO - Epoch(val) [8][5300/6282] eta: 0:00:53 time: 0.0549 data_time: 0.0055 memory: 676 2022/08/07 18:46:49 - mmengine - INFO - Epoch(val) [8][5320/6282] eta: 0:00:50 time: 0.0529 data_time: 0.0054 memory: 676 2022/08/07 18:46:50 - mmengine - INFO - Epoch(val) [8][5340/6282] eta: 0:00:50 time: 0.0539 data_time: 0.0062 memory: 676 2022/08/07 18:46:51 - mmengine - INFO - Epoch(val) [8][5360/6282] eta: 0:00:49 time: 0.0539 data_time: 0.0047 memory: 676 2022/08/07 18:46:52 - mmengine - INFO - Epoch(val) [8][5380/6282] eta: 0:00:47 time: 0.0522 data_time: 0.0074 memory: 676 2022/08/07 18:46:53 - mmengine - INFO - Epoch(val) [8][5400/6282] eta: 0:00:51 time: 0.0582 data_time: 0.0073 memory: 676 2022/08/07 18:46:55 - mmengine - INFO - Epoch(val) [8][5420/6282] eta: 0:01:11 time: 0.0826 data_time: 0.0059 memory: 676 2022/08/07 18:46:56 - mmengine - INFO - Epoch(val) [8][5440/6282] eta: 0:00:45 time: 0.0543 data_time: 0.0054 memory: 676 2022/08/07 18:46:57 - mmengine - INFO - Epoch(val) [8][5460/6282] eta: 0:00:45 time: 0.0552 data_time: 0.0056 memory: 676 2022/08/07 18:46:58 - mmengine - INFO - Epoch(val) [8][5480/6282] eta: 0:00:44 time: 0.0550 data_time: 0.0047 memory: 676 2022/08/07 18:46:59 - mmengine - INFO - Epoch(val) [8][5500/6282] eta: 0:00:43 time: 0.0551 data_time: 0.0068 memory: 676 2022/08/07 18:47:00 - mmengine - INFO - Epoch(val) [8][5520/6282] eta: 0:00:41 time: 0.0541 data_time: 0.0053 memory: 691 2022/08/07 18:47:02 - mmengine - INFO - Epoch(val) [8][5540/6282] eta: 0:00:42 time: 0.0574 data_time: 0.0082 memory: 691 2022/08/07 18:47:03 - mmengine - INFO - Epoch(val) [8][5560/6282] eta: 0:00:41 time: 0.0580 data_time: 0.0088 memory: 691 2022/08/07 18:47:04 - mmengine - INFO - Epoch(val) [8][5580/6282] eta: 0:00:39 time: 0.0557 data_time: 0.0089 memory: 691 2022/08/07 18:47:05 - mmengine - INFO - Epoch(val) [8][5600/6282] eta: 0:00:41 time: 0.0602 data_time: 0.0062 memory: 691 2022/08/07 18:47:06 - mmengine - INFO - Epoch(val) [8][5620/6282] eta: 0:00:37 time: 0.0563 data_time: 0.0062 memory: 691 2022/08/07 18:47:07 - mmengine - INFO - Epoch(val) [8][5640/6282] eta: 0:00:33 time: 0.0528 data_time: 0.0058 memory: 676 2022/08/07 18:47:08 - mmengine - INFO - Epoch(val) [8][5660/6282] eta: 0:00:34 time: 0.0551 data_time: 0.0071 memory: 676 2022/08/07 18:47:09 - mmengine - INFO - Epoch(val) [8][5680/6282] eta: 0:00:31 time: 0.0517 data_time: 0.0049 memory: 676 2022/08/07 18:47:10 - mmengine - INFO - Epoch(val) [8][5700/6282] eta: 0:00:28 time: 0.0487 data_time: 0.0045 memory: 676 2022/08/07 18:47:11 - mmengine - INFO - Epoch(val) [8][5720/6282] eta: 0:00:27 time: 0.0497 data_time: 0.0076 memory: 705 2022/08/07 18:47:13 - mmengine - INFO - Epoch(val) [8][5740/6282] eta: 0:00:28 time: 0.0517 data_time: 0.0046 memory: 705 2022/08/07 18:47:14 - mmengine - INFO - Epoch(val) [8][5760/6282] eta: 0:00:27 time: 0.0517 data_time: 0.0057 memory: 705 2022/08/07 18:47:15 - mmengine - INFO - Epoch(val) [8][5780/6282] eta: 0:00:40 time: 0.0802 data_time: 0.0055 memory: 705 2022/08/07 18:47:16 - mmengine - INFO - Epoch(val) [8][5800/6282] eta: 0:00:25 time: 0.0521 data_time: 0.0076 memory: 705 2022/08/07 18:47:17 - mmengine - INFO - Epoch(val) [8][5820/6282] eta: 0:00:26 time: 0.0573 data_time: 0.0066 memory: 705 2022/08/07 18:47:19 - mmengine - INFO - Epoch(val) [8][5840/6282] eta: 0:00:25 time: 0.0567 data_time: 0.0068 memory: 691 2022/08/07 18:47:20 - mmengine - INFO - Epoch(val) [8][5860/6282] eta: 0:00:24 time: 0.0569 data_time: 0.0073 memory: 691 2022/08/07 18:47:21 - mmengine - INFO - Epoch(val) [8][5880/6282] eta: 0:00:21 time: 0.0532 data_time: 0.0068 memory: 691 2022/08/07 18:47:22 - mmengine - INFO - Epoch(val) [8][5900/6282] eta: 0:00:20 time: 0.0534 data_time: 0.0059 memory: 691 2022/08/07 18:47:23 - mmengine - INFO - Epoch(val) [8][5920/6282] eta: 0:00:19 time: 0.0540 data_time: 0.0048 memory: 691 2022/08/07 18:47:24 - mmengine - INFO - Epoch(val) [8][5940/6282] eta: 0:00:18 time: 0.0540 data_time: 0.0065 memory: 676 2022/08/07 18:47:25 - mmengine - INFO - Epoch(val) [8][5960/6282] eta: 0:00:18 time: 0.0565 data_time: 0.0052 memory: 676 2022/08/07 18:47:26 - mmengine - INFO - Epoch(val) [8][5980/6282] eta: 0:00:15 time: 0.0514 data_time: 0.0059 memory: 676 2022/08/07 18:47:27 - mmengine - INFO - Epoch(val) [8][6000/6282] eta: 0:00:17 time: 0.0607 data_time: 0.0068 memory: 726 2022/08/07 18:47:29 - mmengine - INFO - Epoch(val) [8][6020/6282] eta: 0:00:15 time: 0.0591 data_time: 0.0060 memory: 726 2022/08/07 18:47:30 - mmengine - INFO - Epoch(val) [8][6040/6282] eta: 0:00:15 time: 0.0631 data_time: 0.0092 memory: 726 2022/08/07 18:47:31 - mmengine - INFO - Epoch(val) [8][6060/6282] eta: 0:00:13 time: 0.0622 data_time: 0.0067 memory: 726 2022/08/07 18:47:32 - mmengine - INFO - Epoch(val) [8][6080/6282] eta: 0:00:12 time: 0.0618 data_time: 0.0068 memory: 726 2022/08/07 18:47:34 - mmengine - INFO - Epoch(val) [8][6100/6282] eta: 0:00:13 time: 0.0764 data_time: 0.0245 memory: 726 2022/08/07 18:47:36 - mmengine - INFO - Epoch(val) [8][6120/6282] eta: 0:00:16 time: 0.1005 data_time: 0.0224 memory: 726 2022/08/07 18:47:37 - mmengine - INFO - Epoch(val) [8][6140/6282] eta: 0:00:11 time: 0.0786 data_time: 0.0217 memory: 726 2022/08/07 18:47:39 - mmengine - INFO - Epoch(val) [8][6160/6282] eta: 0:00:09 time: 0.0782 data_time: 0.0292 memory: 726 2022/08/07 18:47:40 - mmengine - INFO - Epoch(val) [8][6180/6282] eta: 0:00:07 time: 0.0699 data_time: 0.0220 memory: 726 2022/08/07 18:47:42 - mmengine - INFO - Epoch(val) [8][6200/6282] eta: 0:00:04 time: 0.0518 data_time: 0.0053 memory: 726 2022/08/07 18:47:42 - mmengine - INFO - Epoch(val) [8][6220/6282] eta: 0:00:02 time: 0.0470 data_time: 0.0042 memory: 726 2022/08/07 18:47:43 - mmengine - INFO - Epoch(val) [8][6240/6282] eta: 0:00:01 time: 0.0433 data_time: 0.0036 memory: 726 2022/08/07 18:47:44 - mmengine - INFO - Epoch(val) [8][6260/6282] eta: 0:00:00 time: 0.0421 data_time: 0.0032 memory: 726 2022/08/07 18:47:45 - mmengine - INFO - Epoch(val) [8][6280/6282] eta: 0:00:00 time: 0.0410 data_time: 0.0032 memory: 726 2022/08/07 18:52:01 - mmengine - INFO - Epoch(val) [8][6282/6282] mAP/mAP@0.5IOU: 0.2409 2022/08/07 18:52:26 - mmengine - INFO - Epoch(train) [9][20/1441] lr: 2.0000e-01 eta: 4:40:54 time: 1.2468 data_time: 0.2804 memory: 18616 grad_norm: 0.1073 recall@thr=0.5: 0.7770 prec@thr=0.5: 0.8288 recall@top3: 0.8221 prec@top3: 0.7297 recall@top5: 0.9234 prec@top5: 0.4973 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 18:52:43 - mmengine - INFO - Epoch(train) [9][40/1441] lr: 2.0000e-01 eta: 4:40:31 time: 0.8631 data_time: 0.0435 memory: 18616 grad_norm: 0.1128 recall@thr=0.5: 0.7681 prec@thr=0.5: 0.7805 recall@top3: 0.7805 prec@top3: 0.7447 recall@top5: 0.9638 prec@top5: 0.5362 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 18:53:00 - mmengine - INFO - Epoch(train) [9][60/1441] lr: 2.0000e-01 eta: 4:40:09 time: 0.8799 data_time: 0.0518 memory: 18616 grad_norm: 0.1117 recall@thr=0.5: 0.6374 prec@thr=0.5: 0.7838 recall@top3: 0.8356 prec@top3: 0.6847 recall@top5: 0.9572 prec@top5: 0.4811 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 18:53:18 - mmengine - INFO - Epoch(train) [9][80/1441] lr: 2.0000e-01 eta: 4:39:47 time: 0.8866 data_time: 0.0636 memory: 18616 grad_norm: 0.1136 recall@thr=0.5: 0.7039 prec@thr=0.5: 0.7281 recall@top3: 0.8114 prec@top3: 0.6228 recall@top5: 0.8750 prec@top5: 0.4158 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 18:53:36 - mmengine - INFO - Epoch(train) [9][100/1441] lr: 2.0000e-01 eta: 4:39:24 time: 0.8805 data_time: 0.0433 memory: 18616 grad_norm: 0.1182 recall@thr=0.5: 0.8102 prec@thr=0.5: 0.7932 recall@top3: 0.8611 prec@top3: 0.7099 recall@top5: 0.9537 prec@top5: 0.4815 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 18:53:53 - mmengine - INFO - Epoch(train) [9][120/1441] lr: 2.0000e-01 eta: 4:39:01 time: 0.8419 data_time: 0.0412 memory: 18616 grad_norm: 0.1154 recall@thr=0.5: 0.7546 prec@thr=0.5: 0.8222 recall@top3: 0.8495 prec@top3: 0.6574 recall@top5: 0.9444 prec@top5: 0.4556 loss_action_cls: 0.0393 loss: 0.0393 2022/08/07 18:54:10 - mmengine - INFO - Epoch(train) [9][140/1441] lr: 2.0000e-01 eta: 4:38:38 time: 0.8607 data_time: 0.0460 memory: 18616 grad_norm: 0.1242 recall@thr=0.5: 0.6644 prec@thr=0.5: 0.6667 recall@top3: 0.7847 prec@top3: 0.5556 recall@top5: 0.8935 prec@top5: 0.3944 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 18:54:27 - mmengine - INFO - Epoch(train) [9][160/1441] lr: 2.0000e-01 eta: 4:38:16 time: 0.8802 data_time: 0.0583 memory: 18616 grad_norm: 0.1149 recall@thr=0.5: 0.6952 prec@thr=0.5: 0.7588 recall@top3: 0.8136 prec@top3: 0.7193 recall@top5: 0.9254 prec@top5: 0.4895 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 18:54:44 - mmengine - INFO - Epoch(train) [9][180/1441] lr: 2.0000e-01 eta: 4:37:52 time: 0.8147 data_time: 0.0378 memory: 18616 grad_norm: 0.1156 recall@thr=0.5: 0.7966 prec@thr=0.5: 0.8974 recall@top3: 0.8573 prec@top3: 0.6410 recall@top5: 0.9692 prec@top5: 0.4462 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 18:55:01 - mmengine - INFO - Epoch(train) [9][200/1441] lr: 2.0000e-01 eta: 4:37:29 time: 0.8682 data_time: 0.0404 memory: 18616 grad_norm: 0.1191 recall@thr=0.5: 0.7444 prec@thr=0.5: 0.8296 recall@top3: 0.8204 prec@top3: 0.6593 recall@top5: 0.9704 prec@top5: 0.4800 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 18:55:19 - mmengine - INFO - Epoch(train) [9][220/1441] lr: 2.0000e-01 eta: 4:37:08 time: 0.9068 data_time: 0.0329 memory: 18616 grad_norm: 0.1153 recall@thr=0.5: 0.6810 prec@thr=0.5: 0.7093 recall@top3: 0.7818 prec@top3: 0.7054 recall@top5: 0.9174 prec@top5: 0.4977 loss_action_cls: 0.0393 loss: 0.0393 2022/08/07 18:55:37 - mmengine - INFO - Epoch(train) [9][240/1441] lr: 2.0000e-01 eta: 4:36:45 time: 0.8640 data_time: 0.0384 memory: 18616 grad_norm: 0.1179 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7333 recall@top3: 0.8115 prec@top3: 0.6746 recall@top5: 0.8929 prec@top5: 0.4476 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 18:55:54 - mmengine - INFO - Epoch(train) [9][260/1441] lr: 2.0000e-01 eta: 4:36:22 time: 0.8622 data_time: 0.0375 memory: 18616 grad_norm: 0.1132 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.8507 recall@top3: 0.8507 prec@top3: 0.6597 recall@top5: 0.9479 prec@top5: 0.4458 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 18:56:11 - mmengine - INFO - Epoch(train) [9][280/1441] lr: 2.0000e-01 eta: 4:35:59 time: 0.8530 data_time: 0.0410 memory: 18616 grad_norm: 0.1157 recall@thr=0.5: 0.7453 prec@thr=0.5: 0.8491 recall@top3: 0.8994 prec@top3: 0.7107 recall@top5: 0.9780 prec@top5: 0.4679 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 18:56:28 - mmengine - INFO - Epoch(train) [9][300/1441] lr: 2.0000e-01 eta: 4:35:36 time: 0.8406 data_time: 0.0329 memory: 18616 grad_norm: 0.1166 recall@thr=0.5: 0.7595 prec@thr=0.5: 0.8095 recall@top3: 0.8786 prec@top3: 0.6571 recall@top5: 0.9810 prec@top5: 0.4514 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 18:56:44 - mmengine - INFO - Epoch(train) [9][320/1441] lr: 2.0000e-01 eta: 4:35:13 time: 0.8370 data_time: 0.0345 memory: 18616 grad_norm: 0.1173 recall@thr=0.5: 0.7578 prec@thr=0.5: 0.7814 recall@top3: 0.8186 prec@top3: 0.6977 recall@top5: 0.9380 prec@top5: 0.5023 loss_action_cls: 0.0412 loss: 0.0412 2022/08/07 18:57:02 - mmengine - INFO - Epoch(train) [9][340/1441] lr: 2.0000e-01 eta: 4:34:51 time: 0.8983 data_time: 0.0356 memory: 18616 grad_norm: 0.1120 recall@thr=0.5: 0.7140 prec@thr=0.5: 0.9148 recall@top3: 0.8617 prec@top3: 0.7955 recall@top5: 0.9735 prec@top5: 0.5545 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 18:57:20 - mmengine - INFO - Epoch(train) [9][360/1441] lr: 2.0000e-01 eta: 4:34:28 time: 0.8572 data_time: 0.0334 memory: 18616 grad_norm: 0.1152 recall@thr=0.5: 0.8598 prec@thr=0.5: 0.7280 recall@top3: 0.8679 prec@top3: 0.6748 recall@top5: 0.9370 prec@top5: 0.4439 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 18:57:37 - mmengine - INFO - Epoch(train) [9][380/1441] lr: 2.0000e-01 eta: 4:34:05 time: 0.8511 data_time: 0.0431 memory: 18616 grad_norm: 0.1199 recall@thr=0.5: 0.7209 prec@thr=0.5: 0.8043 recall@top3: 0.8120 prec@top3: 0.6512 recall@top5: 0.9729 prec@top5: 0.4837 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 18:57:53 - mmengine - INFO - Epoch(train) [9][400/1441] lr: 2.0000e-01 eta: 4:33:42 time: 0.8358 data_time: 0.0359 memory: 18616 grad_norm: 0.1123 recall@thr=0.5: 0.7141 prec@thr=0.5: 0.6807 recall@top3: 0.8337 prec@top3: 0.5926 recall@top5: 0.9067 prec@top5: 0.4044 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 18:58:11 - mmengine - INFO - Epoch(train) [9][420/1441] lr: 2.0000e-01 eta: 4:33:20 time: 0.8701 data_time: 0.0324 memory: 18616 grad_norm: 0.1158 recall@thr=0.5: 0.7868 prec@thr=0.5: 0.7616 recall@top3: 0.8275 prec@top3: 0.6202 recall@top5: 0.9477 prec@top5: 0.4186 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 18:58:27 - mmengine - INFO - Epoch(train) [9][440/1441] lr: 2.0000e-01 eta: 4:32:56 time: 0.8266 data_time: 0.0362 memory: 18616 grad_norm: 0.1182 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.8604 recall@top3: 0.8542 prec@top3: 0.7250 recall@top5: 0.9521 prec@top5: 0.4950 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 18:58:44 - mmengine - INFO - Epoch(train) [9][460/1441] lr: 2.0000e-01 eta: 4:32:33 time: 0.8281 data_time: 0.0399 memory: 18616 grad_norm: 0.1198 recall@thr=0.5: 0.7580 prec@thr=0.5: 0.8705 recall@top3: 0.9009 prec@top3: 0.7976 recall@top5: 0.9628 prec@top5: 0.5214 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 18:58:54 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 18:59:01 - mmengine - INFO - Epoch(train) [9][480/1441] lr: 2.0000e-01 eta: 4:32:10 time: 0.8483 data_time: 0.0343 memory: 18616 grad_norm: 0.1158 recall@thr=0.5: 0.7056 prec@thr=0.5: 0.7167 recall@top3: 0.8074 prec@top3: 0.5926 recall@top5: 0.9370 prec@top5: 0.4311 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 18:59:18 - mmengine - INFO - Epoch(train) [9][500/1441] lr: 2.0000e-01 eta: 4:31:47 time: 0.8458 data_time: 0.0398 memory: 18616 grad_norm: 0.1175 recall@thr=0.5: 0.7264 prec@thr=0.5: 0.7938 recall@top3: 0.7681 prec@top3: 0.6957 recall@top5: 0.9022 prec@top5: 0.4957 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 18:59:35 - mmengine - INFO - Epoch(train) [9][520/1441] lr: 2.0000e-01 eta: 4:31:24 time: 0.8508 data_time: 0.0377 memory: 18616 grad_norm: 0.1150 recall@thr=0.5: 0.8050 prec@thr=0.5: 0.7787 recall@top3: 0.8427 prec@top3: 0.6867 recall@top5: 0.9447 prec@top5: 0.4720 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 18:59:52 - mmengine - INFO - Epoch(train) [9][540/1441] lr: 2.0000e-01 eta: 4:31:01 time: 0.8520 data_time: 0.0343 memory: 18616 grad_norm: 0.1186 recall@thr=0.5: 0.6931 prec@thr=0.5: 0.6585 recall@top3: 0.7724 prec@top3: 0.5447 recall@top5: 0.9106 prec@top5: 0.4049 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 19:00:09 - mmengine - INFO - Epoch(train) [9][560/1441] lr: 2.0000e-01 eta: 4:30:39 time: 0.8541 data_time: 0.0445 memory: 18616 grad_norm: 0.1143 recall@thr=0.5: 0.7087 prec@thr=0.5: 0.7205 recall@top3: 0.7628 prec@top3: 0.6667 recall@top5: 0.9132 prec@top5: 0.5042 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 19:00:26 - mmengine - INFO - Epoch(train) [9][580/1441] lr: 2.0000e-01 eta: 4:30:16 time: 0.8694 data_time: 0.0374 memory: 18616 grad_norm: 0.1147 recall@thr=0.5: 0.7377 prec@thr=0.5: 0.7799 recall@top3: 0.7774 prec@top3: 0.6101 recall@top5: 0.8862 prec@top5: 0.4377 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 19:00:44 - mmengine - INFO - Epoch(train) [9][600/1441] lr: 2.0000e-01 eta: 4:29:54 time: 0.8711 data_time: 0.0312 memory: 18616 grad_norm: 0.1187 recall@thr=0.5: 0.5092 prec@thr=0.5: 0.6583 recall@top3: 0.7496 prec@top3: 0.5833 recall@top5: 0.8450 prec@top5: 0.4150 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 19:01:01 - mmengine - INFO - Epoch(train) [9][620/1441] lr: 2.0000e-01 eta: 4:29:31 time: 0.8422 data_time: 0.0417 memory: 18616 grad_norm: 0.1129 recall@thr=0.5: 0.7152 prec@thr=0.5: 0.7704 recall@top3: 0.8174 prec@top3: 0.6741 recall@top5: 0.9519 prec@top5: 0.4889 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 19:01:17 - mmengine - INFO - Epoch(train) [9][640/1441] lr: 2.0000e-01 eta: 4:29:09 time: 0.8411 data_time: 0.0357 memory: 18616 grad_norm: 0.1270 recall@thr=0.5: 0.6521 prec@thr=0.5: 0.7042 recall@top3: 0.8313 prec@top3: 0.5917 recall@top5: 0.9417 prec@top5: 0.4100 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 19:01:36 - mmengine - INFO - Epoch(train) [9][660/1441] lr: 2.0000e-01 eta: 4:28:48 time: 0.9178 data_time: 0.0397 memory: 18616 grad_norm: 0.1142 recall@thr=0.5: 0.7719 prec@thr=0.5: 0.8184 recall@top3: 0.8662 prec@top3: 0.5877 recall@top5: 0.9605 prec@top5: 0.4105 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 19:01:53 - mmengine - INFO - Epoch(train) [9][680/1441] lr: 2.0000e-01 eta: 4:28:25 time: 0.8458 data_time: 0.0497 memory: 18616 grad_norm: 0.1175 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.9306 recall@top3: 0.8559 prec@top3: 0.8611 recall@top5: 0.9465 prec@top5: 0.5792 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 19:02:10 - mmengine - INFO - Epoch(train) [9][700/1441] lr: 2.0000e-01 eta: 4:28:03 time: 0.8590 data_time: 0.0357 memory: 18616 grad_norm: 0.1160 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.7412 recall@top3: 0.8258 prec@top3: 0.6515 recall@top5: 0.9116 prec@top5: 0.4364 loss_action_cls: 0.0393 loss: 0.0393 2022/08/07 19:02:27 - mmengine - INFO - Epoch(train) [9][720/1441] lr: 2.0000e-01 eta: 4:27:40 time: 0.8478 data_time: 0.0405 memory: 18616 grad_norm: 0.1122 recall@thr=0.5: 0.5538 prec@thr=0.5: 0.7048 recall@top3: 0.6724 prec@top3: 0.6190 recall@top5: 0.8429 prec@top5: 0.4971 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 19:02:43 - mmengine - INFO - Epoch(train) [9][740/1441] lr: 2.0000e-01 eta: 4:27:17 time: 0.8300 data_time: 0.0321 memory: 18616 grad_norm: 0.1244 recall@thr=0.5: 0.7323 prec@thr=0.5: 0.7621 recall@top3: 0.8035 prec@top3: 0.6505 recall@top5: 0.9602 prec@top5: 0.4839 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 19:03:01 - mmengine - INFO - Epoch(train) [9][760/1441] lr: 2.0000e-01 eta: 4:26:55 time: 0.8677 data_time: 0.0327 memory: 18616 grad_norm: 0.1184 recall@thr=0.5: 0.7550 prec@thr=0.5: 0.8412 recall@top3: 0.8145 prec@top3: 0.6855 recall@top5: 0.9280 prec@top5: 0.4943 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 19:03:18 - mmengine - INFO - Epoch(train) [9][780/1441] lr: 2.0000e-01 eta: 4:26:32 time: 0.8483 data_time: 0.0482 memory: 18616 grad_norm: 0.1140 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.6963 recall@top3: 0.8074 prec@top3: 0.5704 recall@top5: 0.9111 prec@top5: 0.3956 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 19:03:34 - mmengine - INFO - Epoch(train) [9][800/1441] lr: 2.0000e-01 eta: 4:26:09 time: 0.8377 data_time: 0.0315 memory: 18616 grad_norm: 0.1183 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.7516 recall@top3: 0.7804 prec@top3: 0.6218 recall@top5: 0.9215 prec@top5: 0.4423 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 19:04:01 - mmengine - INFO - Epoch(train) [9][820/1441] lr: 2.0000e-01 eta: 4:25:59 time: 1.3204 data_time: 0.0347 memory: 18616 grad_norm: 0.1093 recall@thr=0.5: 0.7261 prec@thr=0.5: 0.7681 recall@top3: 0.7630 prec@top3: 0.5942 recall@top5: 0.9493 prec@top5: 0.4565 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 19:04:37 - mmengine - INFO - Epoch(train) [9][840/1441] lr: 2.0000e-01 eta: 4:26:02 time: 1.8084 data_time: 0.0358 memory: 18616 grad_norm: 0.1154 recall@thr=0.5: 0.7602 prec@thr=0.5: 0.7719 recall@top3: 0.8158 prec@top3: 0.6725 recall@top5: 0.9181 prec@top5: 0.4667 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 19:05:01 - mmengine - INFO - Epoch(train) [9][860/1441] lr: 2.0000e-01 eta: 4:25:49 time: 1.1973 data_time: 0.0588 memory: 18616 grad_norm: 0.1128 recall@thr=0.5: 0.8286 prec@thr=0.5: 0.9026 recall@top3: 0.8732 prec@top3: 0.8592 recall@top5: 0.9730 prec@top5: 0.5831 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 19:05:18 - mmengine - INFO - Epoch(train) [9][880/1441] lr: 2.0000e-01 eta: 4:25:26 time: 0.8512 data_time: 0.0360 memory: 18616 grad_norm: 0.1162 recall@thr=0.5: 0.8199 prec@thr=0.5: 0.8079 recall@top3: 0.8190 prec@top3: 0.6111 recall@top5: 0.9088 prec@top5: 0.4333 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 19:05:36 - mmengine - INFO - Epoch(train) [9][900/1441] lr: 2.0000e-01 eta: 4:25:05 time: 0.9103 data_time: 0.0337 memory: 18616 grad_norm: 0.1097 recall@thr=0.5: 0.6946 prec@thr=0.5: 0.7198 recall@top3: 0.8162 prec@top3: 0.7207 recall@top5: 0.9212 prec@top5: 0.5027 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 19:05:53 - mmengine - INFO - Epoch(train) [9][920/1441] lr: 2.0000e-01 eta: 4:24:43 time: 0.8578 data_time: 0.0324 memory: 18616 grad_norm: 0.1158 recall@thr=0.5: 0.8319 prec@thr=0.5: 0.7672 recall@top3: 0.8836 prec@top3: 0.7011 recall@top5: 0.9670 prec@top5: 0.4655 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 19:06:11 - mmengine - INFO - Epoch(train) [9][940/1441] lr: 2.0000e-01 eta: 4:24:21 time: 0.8786 data_time: 0.0339 memory: 18616 grad_norm: 0.1148 recall@thr=0.5: 0.8780 prec@thr=0.5: 0.8337 recall@top3: 0.8984 prec@top3: 0.6911 recall@top5: 0.9878 prec@top5: 0.4732 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 19:06:29 - mmengine - INFO - Epoch(train) [9][960/1441] lr: 2.0000e-01 eta: 4:24:00 time: 0.9016 data_time: 0.0375 memory: 18616 grad_norm: 0.1170 recall@thr=0.5: 0.8005 prec@thr=0.5: 0.7338 recall@top3: 0.8010 prec@top3: 0.6000 recall@top5: 0.9410 prec@top5: 0.4457 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 19:06:47 - mmengine - INFO - Epoch(train) [9][980/1441] lr: 2.0000e-01 eta: 4:23:39 time: 0.9295 data_time: 0.0442 memory: 18616 grad_norm: 0.1130 recall@thr=0.5: 0.7472 prec@thr=0.5: 0.7681 recall@top3: 0.7972 prec@top3: 0.7000 recall@top5: 0.9486 prec@top5: 0.5167 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 19:07:05 - mmengine - INFO - Epoch(train) [9][1000/1441] lr: 2.0000e-01 eta: 4:23:17 time: 0.8523 data_time: 0.0352 memory: 18616 grad_norm: 0.1187 recall@thr=0.5: 0.7615 prec@thr=0.5: 0.8087 recall@top3: 0.7984 prec@top3: 0.7213 recall@top5: 0.9399 prec@top5: 0.5344 loss_action_cls: 0.0417 loss: 0.0417 2022/08/07 19:07:22 - mmengine - INFO - Epoch(train) [9][1020/1441] lr: 2.0000e-01 eta: 4:22:55 time: 0.8611 data_time: 0.0317 memory: 18616 grad_norm: 0.1121 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.9354 recall@top3: 0.8792 prec@top3: 0.7667 recall@top5: 0.9917 prec@top5: 0.5300 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 19:07:39 - mmengine - INFO - Epoch(train) [9][1040/1441] lr: 2.0000e-01 eta: 4:22:33 time: 0.8774 data_time: 0.0337 memory: 18616 grad_norm: 0.1138 recall@thr=0.5: 0.8009 prec@thr=0.5: 0.8500 recall@top3: 0.8268 prec@top3: 0.7679 recall@top5: 0.9750 prec@top5: 0.5536 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 19:08:00 - mmengine - INFO - Epoch(train) [9][1060/1441] lr: 2.0000e-01 eta: 4:22:15 time: 1.0187 data_time: 0.0418 memory: 18616 grad_norm: 0.1158 recall@thr=0.5: 0.7130 prec@thr=0.5: 0.8111 recall@top3: 0.8259 prec@top3: 0.7185 recall@top5: 0.9556 prec@top5: 0.5111 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 19:08:18 - mmengine - INFO - Epoch(train) [9][1080/1441] lr: 2.0000e-01 eta: 4:21:55 time: 0.9356 data_time: 0.0425 memory: 18616 grad_norm: 0.1163 recall@thr=0.5: 0.7559 prec@thr=0.5: 0.7778 recall@top3: 0.8122 prec@top3: 0.7222 recall@top5: 0.9378 prec@top5: 0.5208 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 19:08:35 - mmengine - INFO - Epoch(train) [9][1100/1441] lr: 2.0000e-01 eta: 4:21:32 time: 0.8489 data_time: 0.0350 memory: 18616 grad_norm: 0.1159 recall@thr=0.5: 0.8171 prec@thr=0.5: 0.7520 recall@top3: 0.9390 prec@top3: 0.7236 recall@top5: 0.9553 prec@top5: 0.4439 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 19:08:53 - mmengine - INFO - Epoch(train) [9][1120/1441] lr: 2.0000e-01 eta: 4:21:10 time: 0.8641 data_time: 0.0321 memory: 18616 grad_norm: 0.1113 recall@thr=0.5: 0.6778 prec@thr=0.5: 0.7444 recall@top3: 0.7689 prec@top3: 0.6370 recall@top5: 0.9000 prec@top5: 0.4578 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 19:09:10 - mmengine - INFO - Epoch(train) [9][1140/1441] lr: 2.0000e-01 eta: 4:20:48 time: 0.8680 data_time: 0.0349 memory: 18616 grad_norm: 0.1111 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.8167 recall@top3: 0.7688 prec@top3: 0.6250 recall@top5: 0.9125 prec@top5: 0.4550 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 19:09:27 - mmengine - INFO - Epoch(train) [9][1160/1441] lr: 2.0000e-01 eta: 4:20:26 time: 0.8678 data_time: 0.0343 memory: 18616 grad_norm: 0.1183 recall@thr=0.5: 0.7937 prec@thr=0.5: 0.8778 recall@top3: 0.9078 prec@top3: 0.7037 recall@top5: 0.9807 prec@top5: 0.4711 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 19:09:45 - mmengine - INFO - Epoch(train) [9][1180/1441] lr: 2.0000e-01 eta: 4:20:04 time: 0.8682 data_time: 0.0353 memory: 18616 grad_norm: 0.1191 recall@thr=0.5: 0.7642 prec@thr=0.5: 0.7541 recall@top3: 0.8089 prec@top3: 0.6829 recall@top5: 0.9309 prec@top5: 0.4780 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 19:10:02 - mmengine - INFO - Epoch(train) [9][1200/1441] lr: 2.0000e-01 eta: 4:19:43 time: 0.8794 data_time: 0.0548 memory: 18616 grad_norm: 0.1150 recall@thr=0.5: 0.7017 prec@thr=0.5: 0.8133 recall@top3: 0.7950 prec@top3: 0.6667 recall@top5: 0.9200 prec@top5: 0.4720 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 19:10:19 - mmengine - INFO - Epoch(train) [9][1220/1441] lr: 2.0000e-01 eta: 4:19:20 time: 0.8385 data_time: 0.0344 memory: 18616 grad_norm: 0.1146 recall@thr=0.5: 0.7123 prec@thr=0.5: 0.8160 recall@top3: 0.7642 prec@top3: 0.6918 recall@top5: 0.9371 prec@top5: 0.5321 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 19:10:35 - mmengine - INFO - Epoch(train) [9][1240/1441] lr: 2.0000e-01 eta: 4:18:57 time: 0.8129 data_time: 0.0348 memory: 18616 grad_norm: 0.1180 recall@thr=0.5: 0.7944 prec@thr=0.5: 0.7856 recall@top3: 0.8204 prec@top3: 0.6074 recall@top5: 0.9333 prec@top5: 0.4356 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 19:10:52 - mmengine - INFO - Epoch(train) [9][1260/1441] lr: 2.0000e-01 eta: 4:18:34 time: 0.8386 data_time: 0.0342 memory: 18616 grad_norm: 0.1117 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.7741 recall@top3: 0.8000 prec@top3: 0.5926 recall@top5: 0.8963 prec@top5: 0.4133 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 19:11:09 - mmengine - INFO - Epoch(train) [9][1280/1441] lr: 2.0000e-01 eta: 4:18:11 time: 0.8383 data_time: 0.0393 memory: 18616 grad_norm: 0.1170 recall@thr=0.5: 0.8537 prec@thr=0.5: 0.8115 recall@top3: 0.8481 prec@top3: 0.7778 recall@top5: 0.9481 prec@top5: 0.5378 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 19:11:26 - mmengine - INFO - Epoch(train) [9][1300/1441] lr: 2.0000e-01 eta: 4:17:50 time: 0.8724 data_time: 0.0419 memory: 18616 grad_norm: 0.1153 recall@thr=0.5: 0.7675 prec@thr=0.5: 0.7256 recall@top3: 0.8236 prec@top3: 0.6423 recall@top5: 0.9545 prec@top5: 0.4488 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 19:11:53 - mmengine - INFO - Epoch(train) [9][1320/1441] lr: 2.0000e-01 eta: 4:17:39 time: 1.3241 data_time: 0.0379 memory: 18616 grad_norm: 0.1122 recall@thr=0.5: 0.8205 prec@thr=0.5: 0.9071 recall@top3: 0.8750 prec@top3: 0.7244 recall@top5: 0.9391 prec@top5: 0.4692 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 19:12:23 - mmengine - INFO - Epoch(train) [9][1340/1441] lr: 2.0000e-01 eta: 4:17:33 time: 1.5032 data_time: 0.0716 memory: 18616 grad_norm: 0.1097 recall@thr=0.5: 0.6159 prec@thr=0.5: 0.7500 recall@top3: 0.7645 prec@top3: 0.6159 recall@top5: 0.9094 prec@top5: 0.4391 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 19:12:40 - mmengine - INFO - Epoch(train) [9][1360/1441] lr: 2.0000e-01 eta: 4:17:12 time: 0.8762 data_time: 0.0435 memory: 18616 grad_norm: 0.1122 recall@thr=0.5: 0.7050 prec@thr=0.5: 0.7860 recall@top3: 0.7635 prec@top3: 0.6216 recall@top5: 0.8716 prec@top5: 0.4270 loss_action_cls: 0.0393 loss: 0.0393 2022/08/07 19:12:58 - mmengine - INFO - Epoch(train) [9][1380/1441] lr: 2.0000e-01 eta: 4:16:50 time: 0.8691 data_time: 0.0375 memory: 18616 grad_norm: 0.1174 recall@thr=0.5: 0.7470 prec@thr=0.5: 0.7483 recall@top3: 0.8145 prec@top3: 0.7094 recall@top5: 0.9308 prec@top5: 0.4923 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 19:13:15 - mmengine - INFO - Epoch(train) [9][1400/1441] lr: 2.0000e-01 eta: 4:16:28 time: 0.8669 data_time: 0.0364 memory: 18616 grad_norm: 0.1136 recall@thr=0.5: 0.6997 prec@thr=0.5: 0.7237 recall@top3: 0.8468 prec@top3: 0.6842 recall@top5: 0.9664 prec@top5: 0.4807 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 19:13:33 - mmengine - INFO - Epoch(train) [9][1420/1441] lr: 2.0000e-01 eta: 4:16:06 time: 0.8789 data_time: 0.0406 memory: 18616 grad_norm: 0.1140 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8337 recall@top3: 0.8655 prec@top3: 0.8030 recall@top5: 0.9621 prec@top5: 0.5500 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 19:13:50 - mmengine - INFO - Epoch(train) [9][1440/1441] lr: 2.0000e-01 eta: 4:15:44 time: 0.8627 data_time: 0.0415 memory: 18616 grad_norm: 0.1148 recall@thr=0.5: 0.7012 prec@thr=0.5: 0.8519 recall@top3: 0.7960 prec@top3: 0.6728 recall@top5: 0.9046 prec@top5: 0.4852 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 19:13:51 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 19:13:51 - mmengine - INFO - Epoch(train) [9][1441/1441] lr: 2.0000e-01 eta: 4:15:44 time: 0.8398 data_time: 0.0336 memory: 9568 grad_norm: 0.1150 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.8472 recall@top3: 0.7951 prec@top3: 0.7361 recall@top5: 0.9722 prec@top5: 0.5500 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 19:13:51 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/08/07 19:13:57 - mmengine - INFO - Epoch(val) [9][20/6282] eta: 0:07:12 time: 0.0690 data_time: 0.0214 memory: 663 2022/08/07 19:13:58 - mmengine - INFO - Epoch(val) [9][40/6282] eta: 0:05:45 time: 0.0554 data_time: 0.0129 memory: 663 2022/08/07 19:13:59 - mmengine - INFO - Epoch(val) [9][60/6282] eta: 0:05:32 time: 0.0535 data_time: 0.0078 memory: 663 2022/08/07 19:14:00 - mmengine - INFO - Epoch(val) [9][80/6282] eta: 0:05:13 time: 0.0506 data_time: 0.0065 memory: 663 2022/08/07 19:14:01 - mmengine - INFO - Epoch(val) [9][100/6282] eta: 0:05:09 time: 0.0501 data_time: 0.0061 memory: 663 2022/08/07 19:14:03 - mmengine - INFO - Epoch(val) [9][120/6282] eta: 0:05:54 time: 0.0575 data_time: 0.0058 memory: 726 2022/08/07 19:14:04 - mmengine - INFO - Epoch(val) [9][140/6282] eta: 0:08:58 time: 0.0877 data_time: 0.0075 memory: 726 2022/08/07 19:14:06 - mmengine - INFO - Epoch(val) [9][160/6282] eta: 0:06:14 time: 0.0612 data_time: 0.0077 memory: 726 2022/08/07 19:14:07 - mmengine - INFO - Epoch(val) [9][180/6282] eta: 0:06:37 time: 0.0651 data_time: 0.0067 memory: 726 2022/08/07 19:14:09 - mmengine - INFO - Epoch(val) [9][200/6282] eta: 0:08:40 time: 0.0856 data_time: 0.0086 memory: 726 2022/08/07 19:14:10 - mmengine - INFO - Epoch(val) [9][220/6282] eta: 0:05:15 time: 0.0521 data_time: 0.0065 memory: 676 2022/08/07 19:14:11 - mmengine - INFO - Epoch(val) [9][240/6282] eta: 0:04:58 time: 0.0493 data_time: 0.0051 memory: 676 2022/08/07 19:14:12 - mmengine - INFO - Epoch(val) [9][260/6282] eta: 0:05:10 time: 0.0516 data_time: 0.0044 memory: 676 2022/08/07 19:14:13 - mmengine - INFO - Epoch(val) [9][280/6282] eta: 0:04:46 time: 0.0478 data_time: 0.0056 memory: 676 2022/08/07 19:14:14 - mmengine - INFO - Epoch(val) [9][300/6282] eta: 0:05:53 time: 0.0591 data_time: 0.0117 memory: 726 2022/08/07 19:14:16 - mmengine - INFO - Epoch(val) [9][320/6282] eta: 0:08:24 time: 0.0847 data_time: 0.0331 memory: 726 2022/08/07 19:14:17 - mmengine - INFO - Epoch(val) [9][340/6282] eta: 0:08:02 time: 0.0812 data_time: 0.0097 memory: 726 2022/08/07 19:14:19 - mmengine - INFO - Epoch(val) [9][360/6282] eta: 0:06:50 time: 0.0694 data_time: 0.0078 memory: 726 2022/08/07 19:14:20 - mmengine - INFO - Epoch(val) [9][380/6282] eta: 0:08:35 time: 0.0874 data_time: 0.0305 memory: 726 2022/08/07 19:14:22 - mmengine - INFO - Epoch(val) [9][400/6282] eta: 0:07:24 time: 0.0756 data_time: 0.0210 memory: 726 2022/08/07 19:14:23 - mmengine - INFO - Epoch(val) [9][420/6282] eta: 0:05:13 time: 0.0535 data_time: 0.0063 memory: 677 2022/08/07 19:14:24 - mmengine - INFO - Epoch(val) [9][440/6282] eta: 0:05:48 time: 0.0596 data_time: 0.0056 memory: 677 2022/08/07 19:14:25 - mmengine - INFO - Epoch(val) [9][460/6282] eta: 0:05:15 time: 0.0541 data_time: 0.0053 memory: 677 2022/08/07 19:14:26 - mmengine - INFO - Epoch(val) [9][480/6282] eta: 0:05:22 time: 0.0556 data_time: 0.0067 memory: 677 2022/08/07 19:14:28 - mmengine - INFO - Epoch(val) [9][500/6282] eta: 0:08:57 time: 0.0929 data_time: 0.0084 memory: 677 2022/08/07 19:14:29 - mmengine - INFO - Epoch(val) [9][520/6282] eta: 0:05:04 time: 0.0528 data_time: 0.0057 memory: 676 2022/08/07 19:14:30 - mmengine - INFO - Epoch(val) [9][540/6282] eta: 0:04:43 time: 0.0493 data_time: 0.0053 memory: 676 2022/08/07 19:14:31 - mmengine - INFO - Epoch(val) [9][560/6282] eta: 0:04:38 time: 0.0486 data_time: 0.0050 memory: 676 2022/08/07 19:14:32 - mmengine - INFO - Epoch(val) [9][580/6282] eta: 0:04:39 time: 0.0490 data_time: 0.0051 memory: 676 2022/08/07 19:14:33 - mmengine - INFO - Epoch(val) [9][600/6282] eta: 0:04:46 time: 0.0505 data_time: 0.0045 memory: 676 2022/08/07 19:14:34 - mmengine - INFO - Epoch(val) [9][620/6282] eta: 0:05:04 time: 0.0537 data_time: 0.0077 memory: 676 2022/08/07 19:14:35 - mmengine - INFO - Epoch(val) [9][640/6282] eta: 0:04:38 time: 0.0494 data_time: 0.0058 memory: 670 2022/08/07 19:14:36 - mmengine - INFO - Epoch(val) [9][660/6282] eta: 0:04:10 time: 0.0446 data_time: 0.0039 memory: 670 2022/08/07 19:14:37 - mmengine - INFO - Epoch(val) [9][680/6282] eta: 0:03:49 time: 0.0409 data_time: 0.0037 memory: 670 2022/08/07 19:14:38 - mmengine - INFO - Epoch(val) [9][700/6282] eta: 0:06:30 time: 0.0699 data_time: 0.0048 memory: 670 2022/08/07 19:14:40 - mmengine - INFO - Epoch(val) [9][720/6282] eta: 0:08:52 time: 0.0957 data_time: 0.0448 memory: 726 2022/08/07 19:14:44 - mmengine - INFO - Epoch(val) [9][740/6282] eta: 0:17:14 time: 0.1867 data_time: 0.1353 memory: 726 2022/08/07 19:14:47 - mmengine - INFO - Epoch(val) [9][760/6282] eta: 0:12:49 time: 0.1393 data_time: 0.0934 memory: 726 2022/08/07 19:14:50 - mmengine - INFO - Epoch(val) [9][780/6282] eta: 0:15:47 time: 0.1722 data_time: 0.1222 memory: 726 2022/08/07 19:14:53 - mmengine - INFO - Epoch(val) [9][800/6282] eta: 0:12:57 time: 0.1417 data_time: 0.0861 memory: 726 2022/08/07 19:14:55 - mmengine - INFO - Epoch(val) [9][820/6282] eta: 0:08:59 time: 0.0988 data_time: 0.0473 memory: 726 2022/08/07 19:14:56 - mmengine - INFO - Epoch(val) [9][840/6282] eta: 0:04:52 time: 0.0537 data_time: 0.0068 memory: 676 2022/08/07 19:14:58 - mmengine - INFO - Epoch(val) [9][860/6282] eta: 0:07:19 time: 0.0810 data_time: 0.0069 memory: 676 2022/08/07 19:14:59 - mmengine - INFO - Epoch(val) [9][880/6282] eta: 0:05:06 time: 0.0567 data_time: 0.0062 memory: 676 2022/08/07 19:15:00 - mmengine - INFO - Epoch(val) [9][900/6282] eta: 0:05:10 time: 0.0577 data_time: 0.0063 memory: 676 2022/08/07 19:15:01 - mmengine - INFO - Epoch(val) [9][920/6282] eta: 0:04:54 time: 0.0549 data_time: 0.0070 memory: 676 2022/08/07 19:15:02 - mmengine - INFO - Epoch(val) [9][940/6282] eta: 0:04:54 time: 0.0550 data_time: 0.0057 memory: 663 2022/08/07 19:15:04 - mmengine - INFO - Epoch(val) [9][960/6282] eta: 0:04:50 time: 0.0545 data_time: 0.0065 memory: 663 2022/08/07 19:15:05 - mmengine - INFO - Epoch(val) [9][980/6282] eta: 0:05:02 time: 0.0571 data_time: 0.0077 memory: 663 2022/08/07 19:15:06 - mmengine - INFO - Epoch(val) [9][1000/6282] eta: 0:04:35 time: 0.0522 data_time: 0.0076 memory: 663 2022/08/07 19:15:07 - mmengine - INFO - Epoch(val) [9][1020/6282] eta: 0:04:45 time: 0.0542 data_time: 0.0061 memory: 676 2022/08/07 19:15:08 - mmengine - INFO - Epoch(val) [9][1040/6282] eta: 0:05:05 time: 0.0582 data_time: 0.0057 memory: 676 2022/08/07 19:15:09 - mmengine - INFO - Epoch(val) [9][1060/6282] eta: 0:04:54 time: 0.0563 data_time: 0.0059 memory: 676 2022/08/07 19:15:10 - mmengine - INFO - Epoch(val) [9][1080/6282] eta: 0:04:30 time: 0.0521 data_time: 0.0062 memory: 676 2022/08/07 19:15:11 - mmengine - INFO - Epoch(val) [9][1100/6282] eta: 0:04:45 time: 0.0550 data_time: 0.0064 memory: 676 2022/08/07 19:15:12 - mmengine - INFO - Epoch(val) [9][1120/6282] eta: 0:04:48 time: 0.0559 data_time: 0.0072 memory: 676 2022/08/07 19:15:13 - mmengine - INFO - Epoch(val) [9][1140/6282] eta: 0:04:26 time: 0.0518 data_time: 0.0068 memory: 676 2022/08/07 19:15:14 - mmengine - INFO - Epoch(val) [9][1160/6282] eta: 0:03:48 time: 0.0446 data_time: 0.0060 memory: 676 2022/08/07 19:15:15 - mmengine - INFO - Epoch(val) [9][1180/6282] eta: 0:03:35 time: 0.0423 data_time: 0.0054 memory: 676 2022/08/07 19:15:16 - mmengine - INFO - Epoch(val) [9][1200/6282] eta: 0:03:55 time: 0.0464 data_time: 0.0041 memory: 676 2022/08/07 19:15:18 - mmengine - INFO - Epoch(val) [9][1220/6282] eta: 0:07:01 time: 0.0832 data_time: 0.0086 memory: 676 2022/08/07 19:15:20 - mmengine - INFO - Epoch(val) [9][1240/6282] eta: 0:10:18 time: 0.1227 data_time: 0.0726 memory: 726 2022/08/07 19:15:23 - mmengine - INFO - Epoch(val) [9][1260/6282] eta: 0:11:40 time: 0.1396 data_time: 0.0875 memory: 726 2022/08/07 19:15:26 - mmengine - INFO - Epoch(val) [9][1280/6282] eta: 0:14:00 time: 0.1679 data_time: 0.1201 memory: 726 2022/08/07 19:15:29 - mmengine - INFO - Epoch(val) [9][1300/6282] eta: 0:12:01 time: 0.1448 data_time: 0.0767 memory: 726 2022/08/07 19:15:33 - mmengine - INFO - Epoch(val) [9][1320/6282] eta: 0:13:48 time: 0.1669 data_time: 0.1148 memory: 726 2022/08/07 19:15:35 - mmengine - INFO - Epoch(val) [9][1340/6282] eta: 0:11:13 time: 0.1363 data_time: 0.0861 memory: 726 2022/08/07 19:15:39 - mmengine - INFO - Epoch(val) [9][1360/6282] eta: 0:13:44 time: 0.1675 data_time: 0.0975 memory: 726 2022/08/07 19:15:41 - mmengine - INFO - Epoch(val) [9][1380/6282] eta: 0:10:13 time: 0.1251 data_time: 0.0775 memory: 726 2022/08/07 19:15:45 - mmengine - INFO - Epoch(val) [9][1400/6282] eta: 0:13:27 time: 0.1653 data_time: 0.1186 memory: 726 2022/08/07 19:15:47 - mmengine - INFO - Epoch(val) [9][1420/6282] eta: 0:11:20 time: 0.1401 data_time: 0.0815 memory: 726 2022/08/07 19:15:49 - mmengine - INFO - Epoch(val) [9][1440/6282] eta: 0:07:49 time: 0.0970 data_time: 0.0402 memory: 726 2022/08/07 19:15:51 - mmengine - INFO - Epoch(val) [9][1460/6282] eta: 0:05:03 time: 0.0630 data_time: 0.0074 memory: 726 2022/08/07 19:15:52 - mmengine - INFO - Epoch(val) [9][1480/6282] eta: 0:05:08 time: 0.0642 data_time: 0.0085 memory: 726 2022/08/07 19:15:53 - mmengine - INFO - Epoch(val) [9][1500/6282] eta: 0:05:00 time: 0.0629 data_time: 0.0060 memory: 726 2022/08/07 19:15:55 - mmengine - INFO - Epoch(val) [9][1520/6282] eta: 0:05:05 time: 0.0641 data_time: 0.0072 memory: 798 2022/08/07 19:15:56 - mmengine - INFO - Epoch(val) [9][1540/6282] eta: 0:05:49 time: 0.0738 data_time: 0.0097 memory: 798 2022/08/07 19:15:58 - mmengine - INFO - Epoch(val) [9][1560/6282] eta: 0:07:10 time: 0.0911 data_time: 0.0095 memory: 798 2022/08/07 19:15:59 - mmengine - INFO - Epoch(val) [9][1580/6282] eta: 0:05:41 time: 0.0726 data_time: 0.0079 memory: 798 2022/08/07 19:16:01 - mmengine - INFO - Epoch(val) [9][1600/6282] eta: 0:05:43 time: 0.0734 data_time: 0.0085 memory: 798 2022/08/07 19:16:02 - mmengine - INFO - Epoch(val) [9][1620/6282] eta: 0:05:24 time: 0.0695 data_time: 0.0075 memory: 798 2022/08/07 19:16:03 - mmengine - INFO - Epoch(val) [9][1640/6282] eta: 0:04:39 time: 0.0601 data_time: 0.0070 memory: 726 2022/08/07 19:16:05 - mmengine - INFO - Epoch(val) [9][1660/6282] eta: 0:04:14 time: 0.0550 data_time: 0.0052 memory: 726 2022/08/07 19:16:06 - mmengine - INFO - Epoch(val) [9][1680/6282] eta: 0:04:09 time: 0.0543 data_time: 0.0056 memory: 726 2022/08/07 19:16:07 - mmengine - INFO - Epoch(val) [9][1700/6282] eta: 0:04:04 time: 0.0533 data_time: 0.0061 memory: 726 2022/08/07 19:16:08 - mmengine - INFO - Epoch(val) [9][1720/6282] eta: 0:04:29 time: 0.0590 data_time: 0.0069 memory: 726 2022/08/07 19:16:09 - mmengine - INFO - Epoch(val) [9][1740/6282] eta: 0:04:09 time: 0.0548 data_time: 0.0053 memory: 726 2022/08/07 19:16:10 - mmengine - INFO - Epoch(val) [9][1760/6282] eta: 0:04:16 time: 0.0567 data_time: 0.0068 memory: 726 2022/08/07 19:16:11 - mmengine - INFO - Epoch(val) [9][1780/6282] eta: 0:04:09 time: 0.0555 data_time: 0.0076 memory: 726 2022/08/07 19:16:12 - mmengine - INFO - Epoch(val) [9][1800/6282] eta: 0:03:48 time: 0.0509 data_time: 0.0049 memory: 726 2022/08/07 19:16:13 - mmengine - INFO - Epoch(val) [9][1820/6282] eta: 0:03:59 time: 0.0536 data_time: 0.0069 memory: 726 2022/08/07 19:16:15 - mmengine - INFO - Epoch(val) [9][1840/6282] eta: 0:05:39 time: 0.0764 data_time: 0.0282 memory: 726 2022/08/07 19:16:18 - mmengine - INFO - Epoch(val) [9][1860/6282] eta: 0:12:08 time: 0.1647 data_time: 0.0900 memory: 726 2022/08/07 19:16:21 - mmengine - INFO - Epoch(val) [9][1880/6282] eta: 0:10:00 time: 0.1363 data_time: 0.0881 memory: 726 2022/08/07 19:16:24 - mmengine - INFO - Epoch(val) [9][1900/6282] eta: 0:12:15 time: 0.1678 data_time: 0.1196 memory: 726 2022/08/07 19:16:27 - mmengine - INFO - Epoch(val) [9][1920/6282] eta: 0:09:11 time: 0.1265 data_time: 0.0784 memory: 726 2022/08/07 19:16:30 - mmengine - INFO - Epoch(val) [9][1940/6282] eta: 0:09:27 time: 0.1307 data_time: 0.0740 memory: 726 2022/08/07 19:16:31 - mmengine - INFO - Epoch(val) [9][1960/6282] eta: 0:04:00 time: 0.0557 data_time: 0.0057 memory: 677 2022/08/07 19:16:32 - mmengine - INFO - Epoch(val) [9][1980/6282] eta: 0:04:00 time: 0.0559 data_time: 0.0074 memory: 677 2022/08/07 19:16:33 - mmengine - INFO - Epoch(val) [9][2000/6282] eta: 0:04:05 time: 0.0574 data_time: 0.0064 memory: 677 2022/08/07 19:16:34 - mmengine - INFO - Epoch(val) [9][2020/6282] eta: 0:04:02 time: 0.0569 data_time: 0.0059 memory: 677 2022/08/07 19:16:35 - mmengine - INFO - Epoch(val) [9][2040/6282] eta: 0:04:00 time: 0.0566 data_time: 0.0070 memory: 677 2022/08/07 19:16:36 - mmengine - INFO - Epoch(val) [9][2060/6282] eta: 0:03:57 time: 0.0563 data_time: 0.0063 memory: 677 2022/08/07 19:16:38 - mmengine - INFO - Epoch(val) [9][2080/6282] eta: 0:05:28 time: 0.0781 data_time: 0.0060 memory: 677 2022/08/07 19:16:39 - mmengine - INFO - Epoch(val) [9][2100/6282] eta: 0:03:48 time: 0.0546 data_time: 0.0060 memory: 677 2022/08/07 19:16:40 - mmengine - INFO - Epoch(val) [9][2120/6282] eta: 0:03:41 time: 0.0532 data_time: 0.0070 memory: 677 2022/08/07 19:16:41 - mmengine - INFO - Epoch(val) [9][2140/6282] eta: 0:03:50 time: 0.0557 data_time: 0.0064 memory: 677 2022/08/07 19:16:42 - mmengine - INFO - Epoch(val) [9][2160/6282] eta: 0:03:52 time: 0.0564 data_time: 0.0076 memory: 676 2022/08/07 19:16:43 - mmengine - INFO - Epoch(val) [9][2180/6282] eta: 0:03:34 time: 0.0524 data_time: 0.0067 memory: 676 2022/08/07 19:16:45 - mmengine - INFO - Epoch(val) [9][2200/6282] eta: 0:03:41 time: 0.0543 data_time: 0.0055 memory: 676 2022/08/07 19:16:46 - mmengine - INFO - Epoch(val) [9][2220/6282] eta: 0:03:37 time: 0.0535 data_time: 0.0051 memory: 676 2022/08/07 19:16:47 - mmengine - INFO - Epoch(val) [9][2240/6282] eta: 0:03:38 time: 0.0540 data_time: 0.0066 memory: 676 2022/08/07 19:16:48 - mmengine - INFO - Epoch(val) [9][2260/6282] eta: 0:04:19 time: 0.0646 data_time: 0.0096 memory: 677 2022/08/07 19:16:49 - mmengine - INFO - Epoch(val) [9][2280/6282] eta: 0:03:32 time: 0.0531 data_time: 0.0063 memory: 677 2022/08/07 19:16:50 - mmengine - INFO - Epoch(val) [9][2300/6282] eta: 0:03:40 time: 0.0555 data_time: 0.0064 memory: 677 2022/08/07 19:16:51 - mmengine - INFO - Epoch(val) [9][2320/6282] eta: 0:03:25 time: 0.0520 data_time: 0.0056 memory: 677 2022/08/07 19:16:52 - mmengine - INFO - Epoch(val) [9][2340/6282] eta: 0:03:45 time: 0.0572 data_time: 0.0072 memory: 677 2022/08/07 19:16:54 - mmengine - INFO - Epoch(val) [9][2360/6282] eta: 0:04:01 time: 0.0616 data_time: 0.0086 memory: 676 2022/08/07 19:16:55 - mmengine - INFO - Epoch(val) [9][2380/6282] eta: 0:03:27 time: 0.0531 data_time: 0.0065 memory: 676 2022/08/07 19:16:56 - mmengine - INFO - Epoch(val) [9][2400/6282] eta: 0:03:22 time: 0.0522 data_time: 0.0055 memory: 676 2022/08/07 19:16:57 - mmengine - INFO - Epoch(val) [9][2420/6282] eta: 0:03:01 time: 0.0471 data_time: 0.0048 memory: 676 2022/08/07 19:16:58 - mmengine - INFO - Epoch(val) [9][2440/6282] eta: 0:05:07 time: 0.0800 data_time: 0.0076 memory: 676 2022/08/07 19:17:00 - mmengine - INFO - Epoch(val) [9][2460/6282] eta: 0:04:26 time: 0.0697 data_time: 0.0162 memory: 726 2022/08/07 19:17:02 - mmengine - INFO - Epoch(val) [9][2480/6282] eta: 0:05:33 time: 0.0877 data_time: 0.0358 memory: 726 2022/08/07 19:17:03 - mmengine - INFO - Epoch(val) [9][2500/6282] eta: 0:05:40 time: 0.0900 data_time: 0.0385 memory: 726 2022/08/07 19:17:05 - mmengine - INFO - Epoch(val) [9][2520/6282] eta: 0:04:38 time: 0.0741 data_time: 0.0239 memory: 726 2022/08/07 19:17:07 - mmengine - INFO - Epoch(val) [9][2540/6282] eta: 0:07:10 time: 0.1151 data_time: 0.0671 memory: 726 2022/08/07 19:17:10 - mmengine - INFO - Epoch(val) [9][2560/6282] eta: 0:08:49 time: 0.1423 data_time: 0.0908 memory: 726 2022/08/07 19:17:13 - mmengine - INFO - Epoch(val) [9][2580/6282] eta: 0:10:39 time: 0.1727 data_time: 0.1242 memory: 726 2022/08/07 19:17:16 - mmengine - INFO - Epoch(val) [9][2600/6282] eta: 0:08:33 time: 0.1395 data_time: 0.0933 memory: 726 2022/08/07 19:17:20 - mmengine - INFO - Epoch(val) [9][2620/6282] eta: 0:09:54 time: 0.1624 data_time: 0.0865 memory: 726 2022/08/07 19:17:22 - mmengine - INFO - Epoch(val) [9][2640/6282] eta: 0:08:57 time: 0.1476 data_time: 0.0900 memory: 726 2022/08/07 19:17:24 - mmengine - INFO - Epoch(val) [9][2660/6282] eta: 0:04:27 time: 0.0739 data_time: 0.0094 memory: 791 2022/08/07 19:17:26 - mmengine - INFO - Epoch(val) [9][2680/6282] eta: 0:04:35 time: 0.0764 data_time: 0.0122 memory: 791 2022/08/07 19:17:27 - mmengine - INFO - Epoch(val) [9][2700/6282] eta: 0:04:13 time: 0.0708 data_time: 0.0091 memory: 791 2022/08/07 19:17:29 - mmengine - INFO - Epoch(val) [9][2720/6282] eta: 0:04:38 time: 0.0782 data_time: 0.0122 memory: 791 2022/08/07 19:17:30 - mmengine - INFO - Epoch(val) [9][2740/6282] eta: 0:04:22 time: 0.0742 data_time: 0.0086 memory: 791 2022/08/07 19:17:31 - mmengine - INFO - Epoch(val) [9][2760/6282] eta: 0:03:22 time: 0.0575 data_time: 0.0052 memory: 677 2022/08/07 19:17:32 - mmengine - INFO - Epoch(val) [9][2780/6282] eta: 0:03:12 time: 0.0551 data_time: 0.0066 memory: 677 2022/08/07 19:17:33 - mmengine - INFO - Epoch(val) [9][2800/6282] eta: 0:03:21 time: 0.0579 data_time: 0.0067 memory: 677 2022/08/07 19:17:35 - mmengine - INFO - Epoch(val) [9][2820/6282] eta: 0:03:08 time: 0.0544 data_time: 0.0078 memory: 677 2022/08/07 19:17:36 - mmengine - INFO - Epoch(val) [9][2840/6282] eta: 0:04:19 time: 0.0755 data_time: 0.0055 memory: 677 2022/08/07 19:17:37 - mmengine - INFO - Epoch(val) [9][2860/6282] eta: 0:03:35 time: 0.0629 data_time: 0.0126 memory: 726 2022/08/07 19:17:39 - mmengine - INFO - Epoch(val) [9][2880/6282] eta: 0:04:04 time: 0.0720 data_time: 0.0191 memory: 726 2022/08/07 19:17:40 - mmengine - INFO - Epoch(val) [9][2900/6282] eta: 0:04:38 time: 0.0823 data_time: 0.0308 memory: 726 2022/08/07 19:17:42 - mmengine - INFO - Epoch(val) [9][2920/6282] eta: 0:02:59 time: 0.0534 data_time: 0.0049 memory: 726 2022/08/07 19:17:43 - mmengine - INFO - Epoch(val) [9][2940/6282] eta: 0:02:51 time: 0.0514 data_time: 0.0053 memory: 698 2022/08/07 19:17:44 - mmengine - INFO - Epoch(val) [9][2960/6282] eta: 0:02:43 time: 0.0491 data_time: 0.0048 memory: 698 2022/08/07 19:17:45 - mmengine - INFO - Epoch(val) [9][2980/6282] eta: 0:02:41 time: 0.0489 data_time: 0.0050 memory: 698 2022/08/07 19:17:46 - mmengine - INFO - Epoch(val) [9][3000/6282] eta: 0:02:45 time: 0.0506 data_time: 0.0054 memory: 698 2022/08/07 19:17:47 - mmengine - INFO - Epoch(val) [9][3020/6282] eta: 0:02:58 time: 0.0548 data_time: 0.0066 memory: 726 2022/08/07 19:17:49 - mmengine - INFO - Epoch(val) [9][3040/6282] eta: 0:05:15 time: 0.0974 data_time: 0.0072 memory: 726 2022/08/07 19:17:50 - mmengine - INFO - Epoch(val) [9][3060/6282] eta: 0:03:11 time: 0.0596 data_time: 0.0058 memory: 726 2022/08/07 19:17:51 - mmengine - INFO - Epoch(val) [9][3080/6282] eta: 0:03:23 time: 0.0637 data_time: 0.0075 memory: 726 2022/08/07 19:17:52 - mmengine - INFO - Epoch(val) [9][3100/6282] eta: 0:03:23 time: 0.0641 data_time: 0.0102 memory: 726 2022/08/07 19:17:54 - mmengine - INFO - Epoch(val) [9][3120/6282] eta: 0:03:02 time: 0.0578 data_time: 0.0077 memory: 677 2022/08/07 19:17:55 - mmengine - INFO - Epoch(val) [9][3140/6282] eta: 0:03:08 time: 0.0601 data_time: 0.0092 memory: 677 2022/08/07 19:17:56 - mmengine - INFO - Epoch(val) [9][3160/6282] eta: 0:02:39 time: 0.0512 data_time: 0.0064 memory: 677 2022/08/07 19:17:57 - mmengine - INFO - Epoch(val) [9][3180/6282] eta: 0:02:44 time: 0.0529 data_time: 0.0063 memory: 677 2022/08/07 19:17:58 - mmengine - INFO - Epoch(val) [9][3200/6282] eta: 0:03:15 time: 0.0635 data_time: 0.0116 memory: 726 2022/08/07 19:18:00 - mmengine - INFO - Epoch(val) [9][3220/6282] eta: 0:04:32 time: 0.0889 data_time: 0.0346 memory: 726 2022/08/07 19:18:01 - mmengine - INFO - Epoch(val) [9][3240/6282] eta: 0:03:35 time: 0.0710 data_time: 0.0185 memory: 726 2022/08/07 19:18:03 - mmengine - INFO - Epoch(val) [9][3260/6282] eta: 0:04:03 time: 0.0806 data_time: 0.0270 memory: 726 2022/08/07 19:18:04 - mmengine - INFO - Epoch(val) [9][3280/6282] eta: 0:03:07 time: 0.0625 data_time: 0.0115 memory: 726 2022/08/07 19:18:05 - mmengine - INFO - Epoch(val) [9][3300/6282] eta: 0:02:57 time: 0.0596 data_time: 0.0073 memory: 726 2022/08/07 19:18:07 - mmengine - INFO - Epoch(val) [9][3320/6282] eta: 0:02:54 time: 0.0590 data_time: 0.0063 memory: 726 2022/08/07 19:18:08 - mmengine - INFO - Epoch(val) [9][3340/6282] eta: 0:04:26 time: 0.0906 data_time: 0.0059 memory: 726 2022/08/07 19:18:10 - mmengine - INFO - Epoch(val) [9][3360/6282] eta: 0:02:47 time: 0.0575 data_time: 0.0059 memory: 726 2022/08/07 19:18:11 - mmengine - INFO - Epoch(val) [9][3380/6282] eta: 0:02:50 time: 0.0587 data_time: 0.0068 memory: 726 2022/08/07 19:18:12 - mmengine - INFO - Epoch(val) [9][3400/6282] eta: 0:02:26 time: 0.0509 data_time: 0.0061 memory: 676 2022/08/07 19:18:13 - mmengine - INFO - Epoch(val) [9][3420/6282] eta: 0:02:16 time: 0.0477 data_time: 0.0038 memory: 676 2022/08/07 19:18:14 - mmengine - INFO - Epoch(val) [9][3440/6282] eta: 0:02:17 time: 0.0485 data_time: 0.0053 memory: 676 2022/08/07 19:18:15 - mmengine - INFO - Epoch(val) [9][3460/6282] eta: 0:02:24 time: 0.0511 data_time: 0.0057 memory: 676 2022/08/07 19:18:16 - mmengine - INFO - Epoch(val) [9][3480/6282] eta: 0:02:15 time: 0.0482 data_time: 0.0042 memory: 676 2022/08/07 19:18:17 - mmengine - INFO - Epoch(val) [9][3500/6282] eta: 0:02:18 time: 0.0499 data_time: 0.0048 memory: 676 2022/08/07 19:18:18 - mmengine - INFO - Epoch(val) [9][3520/6282] eta: 0:02:20 time: 0.0510 data_time: 0.0105 memory: 676 2022/08/07 19:18:19 - mmengine - INFO - Epoch(val) [9][3540/6282] eta: 0:02:09 time: 0.0472 data_time: 0.0056 memory: 676 2022/08/07 19:18:20 - mmengine - INFO - Epoch(val) [9][3560/6282] eta: 0:02:16 time: 0.0502 data_time: 0.0075 memory: 676 2022/08/07 19:18:21 - mmengine - INFO - Epoch(val) [9][3580/6282] eta: 0:02:17 time: 0.0507 data_time: 0.0062 memory: 712 2022/08/07 19:18:22 - mmengine - INFO - Epoch(val) [9][3600/6282] eta: 0:02:33 time: 0.0574 data_time: 0.0070 memory: 712 2022/08/07 19:18:23 - mmengine - INFO - Epoch(val) [9][3620/6282] eta: 0:02:34 time: 0.0580 data_time: 0.0061 memory: 712 2022/08/07 19:18:24 - mmengine - INFO - Epoch(val) [9][3640/6282] eta: 0:02:22 time: 0.0540 data_time: 0.0063 memory: 712 2022/08/07 19:18:25 - mmengine - INFO - Epoch(val) [9][3660/6282] eta: 0:02:17 time: 0.0526 data_time: 0.0061 memory: 712 2022/08/07 19:18:26 - mmengine - INFO - Epoch(val) [9][3680/6282] eta: 0:02:29 time: 0.0573 data_time: 0.0073 memory: 726 2022/08/07 19:18:29 - mmengine - INFO - Epoch(val) [9][3700/6282] eta: 0:04:36 time: 0.1069 data_time: 0.0246 memory: 726 2022/08/07 19:18:30 - mmengine - INFO - Epoch(val) [9][3720/6282] eta: 0:02:50 time: 0.0666 data_time: 0.0133 memory: 726 2022/08/07 19:18:32 - mmengine - INFO - Epoch(val) [9][3740/6282] eta: 0:03:17 time: 0.0776 data_time: 0.0257 memory: 726 2022/08/07 19:18:33 - mmengine - INFO - Epoch(val) [9][3760/6282] eta: 0:03:14 time: 0.0773 data_time: 0.0271 memory: 726 2022/08/07 19:18:35 - mmengine - INFO - Epoch(val) [9][3780/6282] eta: 0:03:52 time: 0.0928 data_time: 0.0444 memory: 726 2022/08/07 19:18:37 - mmengine - INFO - Epoch(val) [9][3800/6282] eta: 0:03:24 time: 0.0825 data_time: 0.0310 memory: 726 2022/08/07 19:18:39 - mmengine - INFO - Epoch(val) [9][3820/6282] eta: 0:04:04 time: 0.0995 data_time: 0.0496 memory: 726 2022/08/07 19:18:40 - mmengine - INFO - Epoch(val) [9][3840/6282] eta: 0:02:58 time: 0.0732 data_time: 0.0260 memory: 726 2022/08/07 19:18:42 - mmengine - INFO - Epoch(val) [9][3860/6282] eta: 0:03:51 time: 0.0955 data_time: 0.0162 memory: 726 2022/08/07 19:18:43 - mmengine - INFO - Epoch(val) [9][3880/6282] eta: 0:02:38 time: 0.0662 data_time: 0.0119 memory: 726 2022/08/07 19:18:45 - mmengine - INFO - Epoch(val) [9][3900/6282] eta: 0:03:07 time: 0.0787 data_time: 0.0277 memory: 726 2022/08/07 19:18:47 - mmengine - INFO - Epoch(val) [9][3920/6282] eta: 0:03:17 time: 0.0837 data_time: 0.0321 memory: 726 2022/08/07 19:18:49 - mmengine - INFO - Epoch(val) [9][3940/6282] eta: 0:04:09 time: 0.1064 data_time: 0.0471 memory: 726 2022/08/07 19:18:50 - mmengine - INFO - Epoch(val) [9][3960/6282] eta: 0:02:10 time: 0.0562 data_time: 0.0131 memory: 726 2022/08/07 19:18:51 - mmengine - INFO - Epoch(val) [9][3980/6282] eta: 0:01:56 time: 0.0504 data_time: 0.0049 memory: 726 2022/08/07 19:18:52 - mmengine - INFO - Epoch(val) [9][4000/6282] eta: 0:02:59 time: 0.0788 data_time: 0.0066 memory: 726 2022/08/07 19:18:54 - mmengine - INFO - Epoch(val) [9][4020/6282] eta: 0:01:56 time: 0.0515 data_time: 0.0045 memory: 726 2022/08/07 19:18:55 - mmengine - INFO - Epoch(val) [9][4040/6282] eta: 0:01:54 time: 0.0510 data_time: 0.0038 memory: 791 2022/08/07 19:18:56 - mmengine - INFO - Epoch(val) [9][4060/6282] eta: 0:02:09 time: 0.0584 data_time: 0.0046 memory: 791 2022/08/07 19:18:57 - mmengine - INFO - Epoch(val) [9][4080/6282] eta: 0:02:07 time: 0.0580 data_time: 0.0048 memory: 791 2022/08/07 19:18:58 - mmengine - INFO - Epoch(val) [9][4100/6282] eta: 0:02:06 time: 0.0580 data_time: 0.0048 memory: 791 2022/08/07 19:18:59 - mmengine - INFO - Epoch(val) [9][4120/6282] eta: 0:02:27 time: 0.0682 data_time: 0.0062 memory: 791 2022/08/07 19:19:01 - mmengine - INFO - Epoch(val) [9][4140/6282] eta: 0:02:24 time: 0.0677 data_time: 0.0093 memory: 791 2022/08/07 19:19:02 - mmengine - INFO - Epoch(val) [9][4160/6282] eta: 0:02:45 time: 0.0780 data_time: 0.0063 memory: 676 2022/08/07 19:19:03 - mmengine - INFO - Epoch(val) [9][4180/6282] eta: 0:01:48 time: 0.0514 data_time: 0.0055 memory: 676 2022/08/07 19:19:04 - mmengine - INFO - Epoch(val) [9][4200/6282] eta: 0:01:47 time: 0.0517 data_time: 0.0054 memory: 676 2022/08/07 19:19:06 - mmengine - INFO - Epoch(val) [9][4220/6282] eta: 0:01:55 time: 0.0560 data_time: 0.0054 memory: 676 2022/08/07 19:19:07 - mmengine - INFO - Epoch(val) [9][4240/6282] eta: 0:01:53 time: 0.0558 data_time: 0.0073 memory: 677 2022/08/07 19:19:08 - mmengine - INFO - Epoch(val) [9][4260/6282] eta: 0:01:54 time: 0.0565 data_time: 0.0062 memory: 677 2022/08/07 19:19:09 - mmengine - INFO - Epoch(val) [9][4280/6282] eta: 0:01:49 time: 0.0545 data_time: 0.0060 memory: 677 2022/08/07 19:19:10 - mmengine - INFO - Epoch(val) [9][4300/6282] eta: 0:01:38 time: 0.0499 data_time: 0.0060 memory: 677 2022/08/07 19:19:11 - mmengine - INFO - Epoch(val) [9][4320/6282] eta: 0:01:34 time: 0.0480 data_time: 0.0064 memory: 677 2022/08/07 19:19:12 - mmengine - INFO - Epoch(val) [9][4340/6282] eta: 0:01:35 time: 0.0490 data_time: 0.0064 memory: 677 2022/08/07 19:19:13 - mmengine - INFO - Epoch(val) [9][4360/6282] eta: 0:02:28 time: 0.0770 data_time: 0.0044 memory: 726 2022/08/07 19:19:14 - mmengine - INFO - Epoch(val) [9][4380/6282] eta: 0:01:37 time: 0.0513 data_time: 0.0051 memory: 726 2022/08/07 19:19:16 - mmengine - INFO - Epoch(val) [9][4400/6282] eta: 0:01:46 time: 0.0566 data_time: 0.0066 memory: 726 2022/08/07 19:19:17 - mmengine - INFO - Epoch(val) [9][4420/6282] eta: 0:01:42 time: 0.0553 data_time: 0.0060 memory: 726 2022/08/07 19:19:18 - mmengine - INFO - Epoch(val) [9][4440/6282] eta: 0:01:51 time: 0.0605 data_time: 0.0065 memory: 733 2022/08/07 19:19:19 - mmengine - INFO - Epoch(val) [9][4460/6282] eta: 0:01:46 time: 0.0586 data_time: 0.0072 memory: 733 2022/08/07 19:19:20 - mmengine - INFO - Epoch(val) [9][4480/6282] eta: 0:01:45 time: 0.0585 data_time: 0.0064 memory: 733 2022/08/07 19:19:22 - 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mmengine - INFO - Epoch(val) [9][4860/6282] eta: 0:01:32 time: 0.0648 data_time: 0.0072 memory: 726 2022/08/07 19:19:44 - mmengine - INFO - Epoch(val) [9][4880/6282] eta: 0:01:23 time: 0.0596 data_time: 0.0053 memory: 726 2022/08/07 19:19:46 - mmengine - INFO - Epoch(val) [9][4900/6282] eta: 0:01:56 time: 0.0845 data_time: 0.0067 memory: 726 2022/08/07 19:19:47 - mmengine - INFO - Epoch(val) [9][4920/6282] eta: 0:01:21 time: 0.0597 data_time: 0.0061 memory: 726 2022/08/07 19:19:48 - mmengine - INFO - Epoch(val) [9][4940/6282] eta: 0:01:26 time: 0.0644 data_time: 0.0078 memory: 726 2022/08/07 19:19:50 - mmengine - INFO - Epoch(val) [9][4960/6282] eta: 0:01:20 time: 0.0612 data_time: 0.0070 memory: 726 2022/08/07 19:19:51 - mmengine - INFO - Epoch(val) [9][4980/6282] eta: 0:01:23 time: 0.0644 data_time: 0.0077 memory: 726 2022/08/07 19:19:52 - mmengine - INFO - Epoch(val) [9][5000/6282] eta: 0:01:20 time: 0.0626 data_time: 0.0075 memory: 726 2022/08/07 19:19:53 - mmengine - INFO - Epoch(val) [9][5020/6282] eta: 0:01:13 time: 0.0579 data_time: 0.0073 memory: 726 2022/08/07 19:19:54 - 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mmengine - INFO - Epoch(val) [9][5220/6282] eta: 0:01:00 time: 0.0572 data_time: 0.0054 memory: 676 2022/08/07 19:20:06 - mmengine - INFO - Epoch(val) [9][5240/6282] eta: 0:00:56 time: 0.0547 data_time: 0.0063 memory: 676 2022/08/07 19:20:07 - mmengine - INFO - Epoch(val) [9][5260/6282] eta: 0:00:58 time: 0.0574 data_time: 0.0083 memory: 676 2022/08/07 19:20:09 - mmengine - INFO - Epoch(val) [9][5280/6282] eta: 0:01:22 time: 0.0821 data_time: 0.0058 memory: 676 2022/08/07 19:20:10 - mmengine - INFO - Epoch(val) [9][5300/6282] eta: 0:00:52 time: 0.0534 data_time: 0.0072 memory: 676 2022/08/07 19:20:11 - mmengine - INFO - Epoch(val) [9][5320/6282] eta: 0:00:51 time: 0.0534 data_time: 0.0073 memory: 676 2022/08/07 19:20:12 - mmengine - INFO - Epoch(val) [9][5340/6282] eta: 0:00:51 time: 0.0550 data_time: 0.0064 memory: 676 2022/08/07 19:20:13 - mmengine - INFO - Epoch(val) [9][5360/6282] eta: 0:00:51 time: 0.0555 data_time: 0.0073 memory: 676 2022/08/07 19:20:14 - mmengine - INFO - Epoch(val) [9][5380/6282] eta: 0:00:54 time: 0.0605 data_time: 0.0095 memory: 676 2022/08/07 19:20:15 - mmengine - INFO - Epoch(val) [9][5400/6282] eta: 0:00:46 time: 0.0531 data_time: 0.0053 memory: 676 2022/08/07 19:20:16 - mmengine - INFO - Epoch(val) [9][5420/6282] eta: 0:00:44 time: 0.0512 data_time: 0.0062 memory: 676 2022/08/07 19:20:18 - mmengine - INFO - Epoch(val) [9][5440/6282] eta: 0:00:47 time: 0.0564 data_time: 0.0078 memory: 676 2022/08/07 19:20:19 - mmengine - INFO - Epoch(val) [9][5460/6282] eta: 0:00:46 time: 0.0560 data_time: 0.0074 memory: 676 2022/08/07 19:20:20 - mmengine - INFO - Epoch(val) [9][5480/6282] eta: 0:00:44 time: 0.0555 data_time: 0.0066 memory: 676 2022/08/07 19:20:21 - mmengine - INFO - Epoch(val) [9][5500/6282] eta: 0:00:45 time: 0.0587 data_time: 0.0074 memory: 676 2022/08/07 19:20:22 - mmengine - INFO - Epoch(val) [9][5520/6282] eta: 0:00:42 time: 0.0557 data_time: 0.0057 memory: 691 2022/08/07 19:20:23 - mmengine - INFO - Epoch(val) [9][5540/6282] eta: 0:00:41 time: 0.0565 data_time: 0.0081 memory: 691 2022/08/07 19:20:25 - mmengine - INFO - Epoch(val) [9][5560/6282] eta: 0:00:58 time: 0.0816 data_time: 0.0074 memory: 691 2022/08/07 19:20:26 - mmengine - INFO - Epoch(val) [9][5580/6282] eta: 0:00:40 time: 0.0584 data_time: 0.0069 memory: 691 2022/08/07 19:20:27 - mmengine - INFO - Epoch(val) [9][5600/6282] eta: 0:00:38 time: 0.0568 data_time: 0.0061 memory: 691 2022/08/07 19:20:28 - mmengine - INFO - Epoch(val) [9][5620/6282] eta: 0:00:37 time: 0.0568 data_time: 0.0080 memory: 691 2022/08/07 19:20:30 - mmengine - INFO - Epoch(val) [9][5640/6282] eta: 0:00:36 time: 0.0570 data_time: 0.0062 memory: 676 2022/08/07 19:20:31 - mmengine - INFO - Epoch(val) [9][5660/6282] eta: 0:00:32 time: 0.0525 data_time: 0.0047 memory: 676 2022/08/07 19:20:32 - mmengine - INFO - Epoch(val) [9][5680/6282] eta: 0:00:27 time: 0.0465 data_time: 0.0040 memory: 676 2022/08/07 19:20:33 - mmengine - INFO - Epoch(val) [9][5700/6282] eta: 0:00:28 time: 0.0497 data_time: 0.0043 memory: 676 2022/08/07 19:20:34 - mmengine - INFO - Epoch(val) [9][5720/6282] eta: 0:00:28 time: 0.0516 data_time: 0.0066 memory: 705 2022/08/07 19:20:35 - mmengine - INFO - Epoch(val) [9][5740/6282] eta: 0:00:28 time: 0.0519 data_time: 0.0056 memory: 705 2022/08/07 19:20:36 - mmengine - INFO - Epoch(val) [9][5760/6282] eta: 0:00:27 time: 0.0529 data_time: 0.0065 memory: 705 2022/08/07 19:20:37 - mmengine - INFO - Epoch(val) [9][5780/6282] eta: 0:00:26 time: 0.0527 data_time: 0.0057 memory: 705 2022/08/07 19:20:39 - mmengine - INFO - Epoch(val) [9][5800/6282] eta: 0:00:40 time: 0.0847 data_time: 0.0056 memory: 705 2022/08/07 19:20:40 - mmengine - INFO - Epoch(val) [9][5820/6282] eta: 0:00:26 time: 0.0563 data_time: 0.0072 memory: 705 2022/08/07 19:20:41 - mmengine - INFO - Epoch(val) [9][5840/6282] eta: 0:00:24 time: 0.0558 data_time: 0.0071 memory: 691 2022/08/07 19:20:42 - mmengine - INFO - Epoch(val) [9][5860/6282] eta: 0:00:24 time: 0.0569 data_time: 0.0057 memory: 691 2022/08/07 19:20:43 - mmengine - INFO - Epoch(val) [9][5880/6282] eta: 0:00:21 time: 0.0532 data_time: 0.0048 memory: 691 2022/08/07 19:20:44 - mmengine - INFO - Epoch(val) [9][5900/6282] eta: 0:00:21 time: 0.0551 data_time: 0.0058 memory: 691 2022/08/07 19:20:45 - mmengine - INFO - Epoch(val) [9][5920/6282] eta: 0:00:19 time: 0.0546 data_time: 0.0059 memory: 691 2022/08/07 19:20:46 - mmengine - INFO - Epoch(val) [9][5940/6282] eta: 0:00:18 time: 0.0543 data_time: 0.0081 memory: 676 2022/08/07 19:20:47 - mmengine - INFO - Epoch(val) [9][5960/6282] eta: 0:00:17 time: 0.0536 data_time: 0.0071 memory: 676 2022/08/07 19:20:49 - mmengine - INFO - Epoch(val) [9][5980/6282] eta: 0:00:18 time: 0.0611 data_time: 0.0066 memory: 676 2022/08/07 19:20:50 - mmengine - INFO - Epoch(val) [9][6000/6282] eta: 0:00:17 time: 0.0608 data_time: 0.0071 memory: 726 2022/08/07 19:20:51 - mmengine - INFO - Epoch(val) [9][6020/6282] eta: 0:00:16 time: 0.0615 data_time: 0.0085 memory: 726 2022/08/07 19:20:52 - mmengine - INFO - Epoch(val) [9][6040/6282] eta: 0:00:15 time: 0.0628 data_time: 0.0076 memory: 726 2022/08/07 19:20:54 - mmengine - INFO - Epoch(val) [9][6060/6282] eta: 0:00:13 time: 0.0624 data_time: 0.0073 memory: 726 2022/08/07 19:20:55 - mmengine - INFO - Epoch(val) [9][6080/6282] eta: 0:00:12 time: 0.0616 data_time: 0.0075 memory: 726 2022/08/07 19:20:56 - mmengine - INFO - Epoch(val) [9][6100/6282] eta: 0:00:13 time: 0.0755 data_time: 0.0212 memory: 726 2022/08/07 19:20:59 - mmengine - INFO - Epoch(val) [9][6120/6282] eta: 0:00:18 time: 0.1124 data_time: 0.0266 memory: 726 2022/08/07 19:21:00 - mmengine - INFO - Epoch(val) [9][6140/6282] eta: 0:00:10 time: 0.0723 data_time: 0.0146 memory: 726 2022/08/07 19:21:02 - mmengine - INFO - Epoch(val) [9][6160/6282] eta: 0:00:09 time: 0.0746 data_time: 0.0201 memory: 726 2022/08/07 19:21:03 - mmengine - INFO - Epoch(val) [9][6180/6282] eta: 0:00:07 time: 0.0691 data_time: 0.0196 memory: 726 2022/08/07 19:21:04 - mmengine - INFO - Epoch(val) [9][6200/6282] eta: 0:00:04 time: 0.0508 data_time: 0.0035 memory: 726 2022/08/07 19:21:05 - mmengine - INFO - Epoch(val) [9][6220/6282] eta: 0:00:03 time: 0.0532 data_time: 0.0046 memory: 726 2022/08/07 19:21:06 - mmengine - INFO - Epoch(val) [9][6240/6282] eta: 0:00:01 time: 0.0458 data_time: 0.0040 memory: 726 2022/08/07 19:21:07 - mmengine - INFO - Epoch(val) [9][6260/6282] eta: 0:00:00 time: 0.0416 data_time: 0.0033 memory: 726 2022/08/07 19:21:08 - mmengine - INFO - Epoch(val) [9][6280/6282] eta: 0:00:00 time: 0.0439 data_time: 0.0034 memory: 726 2022/08/07 19:25:01 - mmengine - INFO - Epoch(val) [9][6282/6282] mAP/mAP@0.5IOU: 0.2433 2022/08/07 19:25:01 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_8.pth is removed 2022/08/07 19:25:06 - mmengine - INFO - The best checkpoint with 0.2433 mAP/mAP@0.5IOU at 10 epoch is saved to best_mAP/mAP@0.5IOU_epoch_10.pth. 2022/08/07 19:25:27 - mmengine - INFO - Epoch(train) [10][20/1441] lr: 2.0000e-01 eta: 4:15:25 time: 1.0722 data_time: 0.3017 memory: 18616 grad_norm: 0.1175 recall@thr=0.5: 0.7716 prec@thr=0.5: 0.8148 recall@top3: 0.8340 prec@top3: 0.6914 recall@top5: 0.9660 prec@top5: 0.4815 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 19:25:38 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 19:25:46 - mmengine - INFO - Epoch(train) [10][40/1441] lr: 2.0000e-01 eta: 4:15:05 time: 0.9265 data_time: 0.0736 memory: 18616 grad_norm: 0.1158 recall@thr=0.5: 0.8034 prec@thr=0.5: 0.8739 recall@top3: 0.8632 prec@top3: 0.6410 recall@top5: 0.9744 prec@top5: 0.4410 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 19:26:03 - mmengine - INFO - Epoch(train) [10][60/1441] lr: 2.0000e-01 eta: 4:14:43 time: 0.8605 data_time: 0.0559 memory: 18616 grad_norm: 0.1154 recall@thr=0.5: 0.6041 prec@thr=0.5: 0.8050 recall@top3: 0.8274 prec@top3: 0.6541 recall@top5: 0.8774 prec@top5: 0.4264 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 19:26:20 - mmengine - INFO - Epoch(train) [10][80/1441] lr: 2.0000e-01 eta: 4:14:21 time: 0.8648 data_time: 0.0427 memory: 18616 grad_norm: 0.1171 recall@thr=0.5: 0.6619 prec@thr=0.5: 0.6981 recall@top3: 0.8003 prec@top3: 0.6415 recall@top5: 0.8899 prec@top5: 0.4377 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 19:26:37 - mmengine - INFO - Epoch(train) [10][100/1441] lr: 2.0000e-01 eta: 4:13:59 time: 0.8402 data_time: 0.0425 memory: 18616 grad_norm: 0.1188 recall@thr=0.5: 0.7330 prec@thr=0.5: 0.9085 recall@top3: 0.8167 prec@top3: 0.8170 recall@top5: 0.9657 prec@top5: 0.6039 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 19:26:55 - mmengine - INFO - Epoch(train) [10][120/1441] lr: 2.0000e-01 eta: 4:13:38 time: 0.8891 data_time: 0.0382 memory: 18616 grad_norm: 0.1206 recall@thr=0.5: 0.8551 prec@thr=0.5: 0.8337 recall@top3: 0.8569 prec@top3: 0.6957 recall@top5: 0.9819 prec@top5: 0.5000 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 19:27:12 - mmengine - INFO - Epoch(train) [10][140/1441] lr: 2.0000e-01 eta: 4:13:15 time: 0.8480 data_time: 0.0369 memory: 18616 grad_norm: 0.1196 recall@thr=0.5: 0.6556 prec@thr=0.5: 0.7361 recall@top3: 0.7759 prec@top3: 0.6759 recall@top5: 0.9653 prec@top5: 0.5000 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 19:27:29 - mmengine - INFO - Epoch(train) [10][160/1441] lr: 2.0000e-01 eta: 4:12:53 time: 0.8263 data_time: 0.0478 memory: 18616 grad_norm: 0.1152 recall@thr=0.5: 0.8037 prec@thr=0.5: 0.8222 recall@top3: 0.8963 prec@top3: 0.7037 recall@top5: 0.9796 prec@top5: 0.4756 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 19:27:46 - mmengine - INFO - Epoch(train) [10][180/1441] lr: 2.0000e-01 eta: 4:12:31 time: 0.8753 data_time: 0.0430 memory: 18616 grad_norm: 0.1238 recall@thr=0.5: 0.7699 prec@thr=0.5: 0.8818 recall@top3: 0.8557 prec@top3: 0.6766 recall@top5: 0.9664 prec@top5: 0.4657 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 19:28:04 - mmengine - INFO - Epoch(train) [10][200/1441] lr: 2.0000e-01 eta: 4:12:10 time: 0.8845 data_time: 0.0362 memory: 18616 grad_norm: 0.1205 recall@thr=0.5: 0.8254 prec@thr=0.5: 0.8750 recall@top3: 0.8532 prec@top3: 0.6667 recall@top5: 0.9524 prec@top5: 0.4619 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 19:28:20 - mmengine - INFO - Epoch(train) [10][220/1441] lr: 2.0000e-01 eta: 4:11:47 time: 0.8370 data_time: 0.0383 memory: 18616 grad_norm: 0.1194 recall@thr=0.5: 0.8367 prec@thr=0.5: 0.7563 recall@top3: 0.8617 prec@top3: 0.7067 recall@top5: 0.9600 prec@top5: 0.4720 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 19:28:38 - mmengine - INFO - Epoch(train) [10][240/1441] lr: 2.0000e-01 eta: 4:11:25 time: 0.8555 data_time: 0.0428 memory: 18616 grad_norm: 0.1253 recall@thr=0.5: 0.7561 prec@thr=0.5: 0.8049 recall@top3: 0.8577 prec@top3: 0.6911 recall@top5: 0.9634 prec@top5: 0.4780 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 19:28:55 - mmengine - INFO - Epoch(train) [10][260/1441] lr: 2.0000e-01 eta: 4:11:04 time: 0.8607 data_time: 0.0314 memory: 18616 grad_norm: 0.1185 recall@thr=0.5: 0.8649 prec@thr=0.5: 0.8694 recall@top3: 0.8671 prec@top3: 0.6847 recall@top5: 0.9865 prec@top5: 0.4703 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 19:29:12 - mmengine - INFO - Epoch(train) [10][280/1441] lr: 2.0000e-01 eta: 4:10:41 time: 0.8450 data_time: 0.0428 memory: 18616 grad_norm: 0.1167 recall@thr=0.5: 0.7546 prec@thr=0.5: 0.8657 recall@top3: 0.9005 prec@top3: 0.7593 recall@top5: 0.9861 prec@top5: 0.5056 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 19:29:29 - mmengine - INFO - Epoch(train) [10][300/1441] lr: 2.0000e-01 eta: 4:10:19 time: 0.8500 data_time: 0.0378 memory: 18616 grad_norm: 0.1166 recall@thr=0.5: 0.8212 prec@thr=0.5: 0.8698 recall@top3: 0.8733 prec@top3: 0.7153 recall@top5: 0.9583 prec@top5: 0.4792 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 19:29:46 - mmengine - INFO - Epoch(train) [10][320/1441] lr: 2.0000e-01 eta: 4:09:58 time: 0.8636 data_time: 0.0585 memory: 18616 grad_norm: 0.1218 recall@thr=0.5: 0.8081 prec@thr=0.5: 0.8333 recall@top3: 0.8333 prec@top3: 0.5354 recall@top5: 0.8990 prec@top5: 0.3576 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 19:30:03 - mmengine - INFO - Epoch(train) [10][340/1441] lr: 2.0000e-01 eta: 4:09:36 time: 0.8679 data_time: 0.0358 memory: 18616 grad_norm: 0.1251 recall@thr=0.5: 0.8112 prec@thr=0.5: 0.9554 recall@top3: 0.8845 prec@top3: 0.8450 recall@top5: 0.9632 prec@top5: 0.5674 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 19:30:21 - mmengine - INFO - Epoch(train) [10][360/1441] lr: 2.0000e-01 eta: 4:09:14 time: 0.8645 data_time: 0.0335 memory: 18616 grad_norm: 0.1168 recall@thr=0.5: 0.7006 prec@thr=0.5: 0.8030 recall@top3: 0.7824 prec@top3: 0.6970 recall@top5: 0.9818 prec@top5: 0.5418 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 19:30:37 - mmengine - INFO - Epoch(train) [10][380/1441] lr: 2.0000e-01 eta: 4:08:52 time: 0.8373 data_time: 0.0319 memory: 18616 grad_norm: 0.1198 recall@thr=0.5: 0.7821 prec@thr=0.5: 0.8654 recall@top3: 0.8526 prec@top3: 0.7521 recall@top5: 0.9513 prec@top5: 0.5231 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 19:30:54 - mmengine - INFO - Epoch(train) [10][400/1441] lr: 2.0000e-01 eta: 4:08:30 time: 0.8448 data_time: 0.0411 memory: 18616 grad_norm: 0.1193 recall@thr=0.5: 0.6967 prec@thr=0.5: 0.8500 recall@top3: 0.8183 prec@top3: 0.7083 recall@top5: 0.9150 prec@top5: 0.4850 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 19:31:11 - mmengine - INFO - Epoch(train) [10][420/1441] lr: 2.0000e-01 eta: 4:08:08 time: 0.8524 data_time: 0.0320 memory: 18616 grad_norm: 0.1222 recall@thr=0.5: 0.7268 prec@thr=0.5: 0.7500 recall@top3: 0.8029 prec@top3: 0.7319 recall@top5: 0.9533 prec@top5: 0.5435 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 19:31:28 - mmengine - INFO - Epoch(train) [10][440/1441] lr: 2.0000e-01 eta: 4:07:46 time: 0.8498 data_time: 0.0346 memory: 18616 grad_norm: 0.1172 recall@thr=0.5: 0.7313 prec@thr=0.5: 0.7925 recall@top3: 0.8469 prec@top3: 0.6395 recall@top5: 0.9456 prec@top5: 0.4531 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 19:31:45 - mmengine - INFO - Epoch(train) [10][460/1441] lr: 2.0000e-01 eta: 4:07:24 time: 0.8444 data_time: 0.0337 memory: 18616 grad_norm: 0.1174 recall@thr=0.5: 0.7312 prec@thr=0.5: 0.7458 recall@top3: 0.7896 prec@top3: 0.6417 recall@top5: 0.9125 prec@top5: 0.4400 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 19:32:02 - mmengine - INFO - Epoch(train) [10][480/1441] lr: 2.0000e-01 eta: 4:07:02 time: 0.8485 data_time: 0.0314 memory: 18616 grad_norm: 0.1167 recall@thr=0.5: 0.6806 prec@thr=0.5: 0.7438 recall@top3: 0.7735 prec@top3: 0.6605 recall@top5: 0.9506 prec@top5: 0.5037 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 19:32:19 - mmengine - INFO - Epoch(train) [10][500/1441] lr: 2.0000e-01 eta: 4:06:41 time: 0.8647 data_time: 0.0330 memory: 18616 grad_norm: 0.1162 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.7367 recall@top3: 0.7983 prec@top3: 0.5533 recall@top5: 0.9350 prec@top5: 0.4120 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 19:32:37 - mmengine - INFO - Epoch(train) [10][520/1441] lr: 2.0000e-01 eta: 4:06:19 time: 0.8560 data_time: 0.0333 memory: 18616 grad_norm: 0.1160 recall@thr=0.5: 0.7721 prec@thr=0.5: 0.7806 recall@top3: 0.9014 prec@top3: 0.7347 recall@top5: 0.9660 prec@top5: 0.4735 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 19:32:53 - mmengine - INFO - Epoch(train) [10][540/1441] lr: 2.0000e-01 eta: 4:05:57 time: 0.8402 data_time: 0.0362 memory: 18616 grad_norm: 0.1239 recall@thr=0.5: 0.5976 prec@thr=0.5: 0.6528 recall@top3: 0.7785 prec@top3: 0.6098 recall@top5: 0.9553 prec@top5: 0.4537 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 19:33:10 - mmengine - INFO - Epoch(train) [10][560/1441] lr: 2.0000e-01 eta: 4:05:35 time: 0.8527 data_time: 0.0358 memory: 18616 grad_norm: 0.1199 recall@thr=0.5: 0.7642 prec@thr=0.5: 0.7805 recall@top3: 0.8659 prec@top3: 0.6992 recall@top5: 0.9207 prec@top5: 0.4488 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 19:33:27 - mmengine - INFO - Epoch(train) [10][580/1441] lr: 2.0000e-01 eta: 4:05:13 time: 0.8372 data_time: 0.0321 memory: 18616 grad_norm: 0.1202 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.8667 recall@top3: 0.8854 prec@top3: 0.7000 recall@top5: 0.9854 prec@top5: 0.4650 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 19:33:44 - mmengine - INFO - Epoch(train) [10][600/1441] lr: 2.0000e-01 eta: 4:04:51 time: 0.8589 data_time: 0.0396 memory: 18616 grad_norm: 0.1206 recall@thr=0.5: 0.7146 prec@thr=0.5: 0.7958 recall@top3: 0.7792 prec@top3: 0.7417 recall@top5: 0.9083 prec@top5: 0.5300 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 19:34:01 - mmengine - INFO - Epoch(train) [10][620/1441] lr: 2.0000e-01 eta: 4:04:29 time: 0.8360 data_time: 0.0385 memory: 18616 grad_norm: 0.1158 recall@thr=0.5: 0.6442 prec@thr=0.5: 0.7788 recall@top3: 0.8077 prec@top3: 0.6667 recall@top5: 0.8782 prec@top5: 0.4346 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 19:34:18 - mmengine - INFO - Epoch(train) [10][640/1441] lr: 2.0000e-01 eta: 4:04:07 time: 0.8372 data_time: 0.0310 memory: 18616 grad_norm: 0.1223 recall@thr=0.5: 0.8533 prec@thr=0.5: 0.8067 recall@top3: 0.8583 prec@top3: 0.7333 recall@top5: 0.9900 prec@top5: 0.5080 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 19:34:35 - mmengine - INFO - Epoch(train) [10][660/1441] lr: 2.0000e-01 eta: 4:03:46 time: 0.8602 data_time: 0.0325 memory: 18616 grad_norm: 0.1149 recall@thr=0.5: 0.6773 prec@thr=0.5: 0.8075 recall@top3: 0.7638 prec@top3: 0.6782 recall@top5: 0.8994 prec@top5: 0.4966 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 19:34:52 - mmengine - INFO - Epoch(train) [10][680/1441] lr: 2.0000e-01 eta: 4:03:24 time: 0.8670 data_time: 0.0326 memory: 18616 grad_norm: 0.1159 recall@thr=0.5: 0.8098 prec@thr=0.5: 0.7885 recall@top3: 0.8568 prec@top3: 0.6154 recall@top5: 0.9573 prec@top5: 0.4256 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 19:35:09 - mmengine - INFO - Epoch(train) [10][700/1441] lr: 2.0000e-01 eta: 4:03:02 time: 0.8423 data_time: 0.0468 memory: 18616 grad_norm: 0.1209 recall@thr=0.5: 0.8553 prec@thr=0.5: 0.8487 recall@top3: 0.9211 prec@top3: 0.6316 recall@top5: 0.9561 prec@top5: 0.4000 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 19:35:26 - mmengine - INFO - Epoch(train) [10][720/1441] lr: 2.0000e-01 eta: 4:02:40 time: 0.8496 data_time: 0.0354 memory: 18616 grad_norm: 0.1200 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8368 recall@top3: 0.8438 prec@top3: 0.6736 recall@top5: 0.9444 prec@top5: 0.4708 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 19:35:43 - mmengine - INFO - Epoch(train) [10][740/1441] lr: 2.0000e-01 eta: 4:02:19 time: 0.8543 data_time: 0.0514 memory: 18616 grad_norm: 0.1248 recall@thr=0.5: 0.6451 prec@thr=0.5: 0.6912 recall@top3: 0.7338 prec@top3: 0.5098 recall@top5: 0.9412 prec@top5: 0.4000 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 19:36:01 - mmengine - INFO - Epoch(train) [10][760/1441] lr: 2.0000e-01 eta: 4:01:57 time: 0.8629 data_time: 0.0363 memory: 18616 grad_norm: 0.1217 recall@thr=0.5: 0.6859 prec@thr=0.5: 0.9145 recall@top3: 0.8226 prec@top3: 0.6325 recall@top5: 0.9615 prec@top5: 0.4615 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 19:36:17 - mmengine - INFO - Epoch(train) [10][780/1441] lr: 2.0000e-01 eta: 4:01:35 time: 0.8356 data_time: 0.0381 memory: 18616 grad_norm: 0.1187 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.8183 recall@top3: 0.8480 prec@top3: 0.7600 recall@top5: 0.9673 prec@top5: 0.5320 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 19:36:35 - mmengine - INFO - Epoch(train) [10][800/1441] lr: 2.0000e-01 eta: 4:01:14 time: 0.8632 data_time: 0.0441 memory: 18616 grad_norm: 0.1179 recall@thr=0.5: 0.8194 prec@thr=0.5: 0.8988 recall@top3: 0.9107 prec@top3: 0.7302 recall@top5: 0.9940 prec@top5: 0.4905 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 19:36:51 - mmengine - INFO - Epoch(train) [10][820/1441] lr: 2.0000e-01 eta: 4:00:52 time: 0.8461 data_time: 0.0455 memory: 18616 grad_norm: 0.1195 recall@thr=0.5: 0.7481 prec@thr=0.5: 0.7902 recall@top3: 0.8163 prec@top3: 0.6288 recall@top5: 0.9583 prec@top5: 0.4500 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 19:37:09 - mmengine - INFO - Epoch(train) [10][840/1441] lr: 2.0000e-01 eta: 4:00:31 time: 0.8769 data_time: 0.0431 memory: 18616 grad_norm: 0.1198 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.8234 recall@top3: 0.7579 prec@top3: 0.6746 recall@top5: 0.8770 prec@top5: 0.4810 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 19:37:26 - mmengine - INFO - Epoch(train) [10][860/1441] lr: 2.0000e-01 eta: 4:00:10 time: 0.8590 data_time: 0.0290 memory: 18616 grad_norm: 0.1204 recall@thr=0.5: 0.6544 prec@thr=0.5: 0.8431 recall@top3: 0.7794 prec@top3: 0.7059 recall@top5: 0.9387 prec@top5: 0.5235 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 19:37:43 - mmengine - INFO - Epoch(train) [10][880/1441] lr: 2.0000e-01 eta: 3:59:48 time: 0.8435 data_time: 0.0370 memory: 18616 grad_norm: 0.1181 recall@thr=0.5: 0.7521 prec@thr=0.5: 0.7012 recall@top3: 0.7750 prec@top3: 0.6500 recall@top5: 0.9167 prec@top5: 0.4700 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 19:38:00 - mmengine - INFO - Epoch(train) [10][900/1441] lr: 2.0000e-01 eta: 3:59:26 time: 0.8237 data_time: 0.0400 memory: 18616 grad_norm: 0.1247 recall@thr=0.5: 0.6422 prec@thr=0.5: 0.8148 recall@top3: 0.7485 prec@top3: 0.6370 recall@top5: 0.9104 prec@top5: 0.4844 loss_action_cls: 0.0424 loss: 0.0424 2022/08/07 19:38:16 - mmengine - INFO - Epoch(train) [10][920/1441] lr: 2.0000e-01 eta: 3:59:04 time: 0.8341 data_time: 0.0310 memory: 18616 grad_norm: 0.1194 recall@thr=0.5: 0.7988 prec@thr=0.5: 0.8496 recall@top3: 0.8496 prec@top3: 0.7480 recall@top5: 0.9797 prec@top5: 0.5268 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 19:38:34 - mmengine - INFO - Epoch(train) [10][940/1441] lr: 2.0000e-01 eta: 3:58:43 time: 0.8658 data_time: 0.0412 memory: 18616 grad_norm: 0.1244 recall@thr=0.5: 0.7326 prec@thr=0.5: 0.8551 recall@top3: 0.8812 prec@top3: 0.6594 recall@top5: 0.9533 prec@top5: 0.4391 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 19:38:51 - mmengine - INFO - Epoch(train) [10][960/1441] lr: 2.0000e-01 eta: 3:58:21 time: 0.8503 data_time: 0.0444 memory: 18616 grad_norm: 0.1231 recall@thr=0.5: 0.7825 prec@thr=0.5: 0.8366 recall@top3: 0.8821 prec@top3: 0.6341 recall@top5: 0.9512 prec@top5: 0.4195 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 19:39:08 - mmengine - INFO - Epoch(train) [10][980/1441] lr: 2.0000e-01 eta: 3:58:00 time: 0.8552 data_time: 0.0330 memory: 18616 grad_norm: 0.1228 recall@thr=0.5: 0.8207 prec@thr=0.5: 0.8877 recall@top3: 0.8986 prec@top3: 0.7899 recall@top5: 0.9855 prec@top5: 0.5304 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 19:39:24 - mmengine - INFO - Epoch(train) [10][1000/1441] lr: 2.0000e-01 eta: 3:57:38 time: 0.8407 data_time: 0.0357 memory: 18616 grad_norm: 0.1155 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.8209 recall@top3: 0.7720 prec@top3: 0.7376 recall@top5: 0.9099 prec@top5: 0.5191 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 19:39:42 - mmengine - INFO - Epoch(train) [10][1020/1441] lr: 2.0000e-01 eta: 3:57:17 time: 0.8969 data_time: 0.0327 memory: 18616 grad_norm: 0.1168 recall@thr=0.5: 0.7390 prec@thr=0.5: 0.7873 recall@top3: 0.7873 prec@top3: 0.7018 recall@top5: 0.9671 prec@top5: 0.5211 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 19:39:51 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 19:39:59 - mmengine - INFO - Epoch(train) [10][1040/1441] lr: 2.0000e-01 eta: 3:56:55 time: 0.8239 data_time: 0.0368 memory: 18616 grad_norm: 0.1147 recall@thr=0.5: 0.7656 prec@thr=0.5: 0.7847 recall@top3: 0.8142 prec@top3: 0.5972 recall@top5: 0.9444 prec@top5: 0.4208 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 19:40:16 - mmengine - INFO - Epoch(train) [10][1060/1441] lr: 2.0000e-01 eta: 3:56:34 time: 0.8518 data_time: 0.0303 memory: 18616 grad_norm: 0.1156 recall@thr=0.5: 0.8178 prec@thr=0.5: 0.8295 recall@top3: 0.9050 prec@top3: 0.6977 recall@top5: 0.9767 prec@top5: 0.4558 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 19:40:33 - mmengine - INFO - Epoch(train) [10][1080/1441] lr: 2.0000e-01 eta: 3:56:13 time: 0.8672 data_time: 0.0442 memory: 18616 grad_norm: 0.1203 recall@thr=0.5: 0.7468 prec@thr=0.5: 0.8622 recall@top3: 0.8029 prec@top3: 0.7179 recall@top5: 0.9471 prec@top5: 0.5077 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 19:40:50 - mmengine - INFO - Epoch(train) [10][1100/1441] lr: 2.0000e-01 eta: 3:55:51 time: 0.8581 data_time: 0.0377 memory: 18616 grad_norm: 0.1182 recall@thr=0.5: 0.7162 prec@thr=0.5: 0.7883 recall@top3: 0.7613 prec@top3: 0.6667 recall@top5: 0.9572 prec@top5: 0.5081 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 19:41:07 - mmengine - INFO - Epoch(train) [10][1120/1441] lr: 2.0000e-01 eta: 3:55:30 time: 0.8483 data_time: 0.0369 memory: 18616 grad_norm: 0.1182 recall@thr=0.5: 0.7628 prec@thr=0.5: 0.7597 recall@top3: 0.9171 prec@top3: 0.6124 recall@top5: 0.9612 prec@top5: 0.3953 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 19:41:25 - mmengine - INFO - Epoch(train) [10][1140/1441] lr: 2.0000e-01 eta: 3:55:08 time: 0.8495 data_time: 0.0329 memory: 18616 grad_norm: 0.1140 recall@thr=0.5: 0.7426 prec@thr=0.5: 0.7328 recall@top3: 0.8137 prec@top3: 0.5294 recall@top5: 0.9608 prec@top5: 0.4059 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 19:41:42 - mmengine - INFO - Epoch(train) [10][1160/1441] lr: 2.0000e-01 eta: 3:54:47 time: 0.8637 data_time: 0.0528 memory: 18616 grad_norm: 0.1174 recall@thr=0.5: 0.8136 prec@thr=0.5: 0.8580 recall@top3: 0.8531 prec@top3: 0.7654 recall@top5: 0.9707 prec@top5: 0.5481 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 19:41:59 - mmengine - INFO - Epoch(train) [10][1180/1441] lr: 2.0000e-01 eta: 3:54:26 time: 0.8488 data_time: 0.0363 memory: 18616 grad_norm: 0.1195 recall@thr=0.5: 0.7118 prec@thr=0.5: 0.7500 recall@top3: 0.7639 prec@top3: 0.6597 recall@top5: 0.8767 prec@top5: 0.4708 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 19:42:15 - mmengine - INFO - Epoch(train) [10][1200/1441] lr: 2.0000e-01 eta: 3:54:04 time: 0.8384 data_time: 0.0327 memory: 18616 grad_norm: 0.1212 recall@thr=0.5: 0.6529 prec@thr=0.5: 0.8309 recall@top3: 0.7725 prec@top3: 0.6667 recall@top5: 0.9613 prec@top5: 0.5118 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 19:42:33 - mmengine - INFO - Epoch(train) [10][1220/1441] lr: 2.0000e-01 eta: 3:53:43 time: 0.8676 data_time: 0.0442 memory: 18616 grad_norm: 0.1184 recall@thr=0.5: 0.7859 prec@thr=0.5: 0.8621 recall@top3: 0.8448 prec@top3: 0.6322 recall@top5: 0.9540 prec@top5: 0.4379 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 19:42:49 - mmengine - INFO - Epoch(train) [10][1240/1441] lr: 2.0000e-01 eta: 3:53:21 time: 0.8283 data_time: 0.0346 memory: 18616 grad_norm: 0.1222 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8625 recall@top3: 0.8667 prec@top3: 0.5750 recall@top5: 0.9625 prec@top5: 0.4000 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 19:43:07 - mmengine - INFO - Epoch(train) [10][1260/1441] lr: 2.0000e-01 eta: 3:53:00 time: 0.8797 data_time: 0.0381 memory: 18616 grad_norm: 0.1141 recall@thr=0.5: 0.7935 prec@thr=0.5: 0.8351 recall@top3: 0.8804 prec@top3: 0.7174 recall@top5: 0.9348 prec@top5: 0.4565 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 19:43:24 - mmengine - INFO - Epoch(train) [10][1280/1441] lr: 2.0000e-01 eta: 3:52:39 time: 0.8519 data_time: 0.0424 memory: 18616 grad_norm: 0.1251 recall@thr=0.5: 0.7645 prec@thr=0.5: 0.8931 recall@top3: 0.8478 prec@top3: 0.7174 recall@top5: 0.9710 prec@top5: 0.5043 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 19:43:41 - mmengine - INFO - Epoch(train) [10][1300/1441] lr: 2.0000e-01 eta: 3:52:18 time: 0.8447 data_time: 0.0329 memory: 18616 grad_norm: 0.1186 recall@thr=0.5: 0.7448 prec@thr=0.5: 0.7191 recall@top3: 0.8398 prec@top3: 0.5926 recall@top5: 0.9290 prec@top5: 0.4074 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 19:43:58 - mmengine - INFO - Epoch(train) [10][1320/1441] lr: 2.0000e-01 eta: 3:51:56 time: 0.8552 data_time: 0.0389 memory: 18616 grad_norm: 0.1213 recall@thr=0.5: 0.6805 prec@thr=0.5: 0.7730 recall@top3: 0.8816 prec@top3: 0.7447 recall@top5: 0.9365 prec@top5: 0.4851 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 19:44:15 - mmengine - INFO - Epoch(train) [10][1340/1441] lr: 2.0000e-01 eta: 3:51:35 time: 0.8598 data_time: 0.0391 memory: 18616 grad_norm: 0.1246 recall@thr=0.5: 0.8070 prec@thr=0.5: 0.8421 recall@top3: 0.8860 prec@top3: 0.6667 recall@top5: 0.9474 prec@top5: 0.4421 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 19:44:32 - mmengine - INFO - Epoch(train) [10][1360/1441] lr: 2.0000e-01 eta: 3:51:14 time: 0.8381 data_time: 0.0392 memory: 18616 grad_norm: 0.1237 recall@thr=0.5: 0.7739 prec@thr=0.5: 0.8116 recall@top3: 0.8428 prec@top3: 0.6739 recall@top5: 0.9819 prec@top5: 0.4913 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 19:44:49 - mmengine - INFO - Epoch(train) [10][1380/1441] lr: 2.0000e-01 eta: 3:50:52 time: 0.8428 data_time: 0.0321 memory: 18616 grad_norm: 0.1153 recall@thr=0.5: 0.8459 prec@thr=0.5: 0.8370 recall@top3: 0.9163 prec@top3: 0.6519 recall@top5: 0.9578 prec@top5: 0.4222 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 19:45:05 - mmengine - INFO - Epoch(train) [10][1400/1441] lr: 2.0000e-01 eta: 3:50:30 time: 0.8205 data_time: 0.0406 memory: 18616 grad_norm: 0.1144 recall@thr=0.5: 0.7248 prec@thr=0.5: 0.8994 recall@top3: 0.8412 prec@top3: 0.7862 recall@top5: 0.9623 prec@top5: 0.5585 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 19:45:23 - mmengine - INFO - Epoch(train) [10][1420/1441] lr: 2.0000e-01 eta: 3:50:09 time: 0.8668 data_time: 0.0371 memory: 18616 grad_norm: 0.1178 recall@thr=0.5: 0.5752 prec@thr=0.5: 0.6961 recall@top3: 0.7320 prec@top3: 0.6275 recall@top5: 0.8529 prec@top5: 0.4392 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 19:45:39 - mmengine - INFO - Epoch(train) [10][1440/1441] lr: 2.0000e-01 eta: 3:49:47 time: 0.8040 data_time: 0.0348 memory: 18616 grad_norm: 0.1206 recall@thr=0.5: 0.7503 prec@thr=0.5: 0.8202 recall@top3: 0.8404 prec@top3: 0.7018 recall@top5: 0.9825 prec@top5: 0.5158 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 19:45:39 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 19:45:39 - mmengine - INFO - Epoch(train) [10][1441/1441] lr: 2.0000e-01 eta: 3:49:47 time: 0.7874 data_time: 0.0334 memory: 9568 grad_norm: 0.1245 recall@thr=0.5: 0.6800 prec@thr=0.5: 0.7500 recall@top3: 0.6583 prec@top3: 0.5667 recall@top5: 0.9367 prec@top5: 0.5000 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 19:45:39 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/08/07 19:45:45 - mmengine - INFO - Epoch(val) [10][20/6282] eta: 0:07:09 time: 0.0686 data_time: 0.0214 memory: 663 2022/08/07 19:45:46 - mmengine - INFO - Epoch(val) [10][40/6282] eta: 0:05:18 time: 0.0510 data_time: 0.0058 memory: 663 2022/08/07 19:45:47 - mmengine - INFO - Epoch(val) [10][60/6282] eta: 0:05:03 time: 0.0487 data_time: 0.0057 memory: 663 2022/08/07 19:45:48 - mmengine - INFO - Epoch(val) [10][80/6282] eta: 0:05:00 time: 0.0484 data_time: 0.0051 memory: 663 2022/08/07 19:45:49 - mmengine - INFO - Epoch(val) [10][100/6282] eta: 0:05:19 time: 0.0517 data_time: 0.0060 memory: 663 2022/08/07 19:45:50 - mmengine - INFO - Epoch(val) [10][120/6282] eta: 0:05:33 time: 0.0542 data_time: 0.0052 memory: 726 2022/08/07 19:45:51 - mmengine - INFO - Epoch(val) [10][140/6282] eta: 0:06:13 time: 0.0608 data_time: 0.0071 memory: 726 2022/08/07 19:45:52 - mmengine - INFO - Epoch(val) [10][160/6282] eta: 0:06:42 time: 0.0657 data_time: 0.0094 memory: 726 2022/08/07 19:45:54 - mmengine - INFO - Epoch(val) [10][180/6282] eta: 0:06:22 time: 0.0627 data_time: 0.0072 memory: 726 2022/08/07 19:45:55 - mmengine - INFO - Epoch(val) [10][200/6282] eta: 0:06:01 time: 0.0594 data_time: 0.0058 memory: 726 2022/08/07 19:45:56 - mmengine - INFO - Epoch(val) [10][220/6282] eta: 0:06:18 time: 0.0624 data_time: 0.0098 memory: 676 2022/08/07 19:45:57 - mmengine - INFO - Epoch(val) [10][240/6282] eta: 0:05:05 time: 0.0506 data_time: 0.0049 memory: 676 2022/08/07 19:45:58 - mmengine - INFO - Epoch(val) [10][260/6282] eta: 0:05:02 time: 0.0503 data_time: 0.0069 memory: 676 2022/08/07 19:45:59 - mmengine - INFO - Epoch(val) [10][280/6282] eta: 0:05:04 time: 0.0507 data_time: 0.0058 memory: 676 2022/08/07 19:46:01 - mmengine - INFO - Epoch(val) [10][300/6282] eta: 0:09:35 time: 0.0963 data_time: 0.0064 memory: 726 2022/08/07 19:46:02 - mmengine - INFO - Epoch(val) [10][320/6282] eta: 0:06:36 time: 0.0666 data_time: 0.0065 memory: 726 2022/08/07 19:46:04 - mmengine - INFO - Epoch(val) [10][340/6282] eta: 0:07:30 time: 0.0759 data_time: 0.0220 memory: 726 2022/08/07 19:46:06 - mmengine - INFO - Epoch(val) [10][360/6282] eta: 0:08:11 time: 0.0830 data_time: 0.0248 memory: 726 2022/08/07 19:46:07 - mmengine - INFO - Epoch(val) [10][380/6282] eta: 0:09:08 time: 0.0929 data_time: 0.0351 memory: 726 2022/08/07 19:46:09 - mmengine - INFO - Epoch(val) [10][400/6282] eta: 0:06:53 time: 0.0703 data_time: 0.0207 memory: 726 2022/08/07 19:46:10 - mmengine - INFO - Epoch(val) [10][420/6282] eta: 0:05:14 time: 0.0536 data_time: 0.0074 memory: 677 2022/08/07 19:46:11 - mmengine - INFO - Epoch(val) [10][440/6282] eta: 0:05:51 time: 0.0601 data_time: 0.0123 memory: 677 2022/08/07 19:46:12 - mmengine - INFO - Epoch(val) [10][460/6282] eta: 0:05:22 time: 0.0555 data_time: 0.0058 memory: 677 2022/08/07 19:46:13 - mmengine - INFO - Epoch(val) [10][480/6282] eta: 0:05:22 time: 0.0555 data_time: 0.0071 memory: 677 2022/08/07 19:46:14 - mmengine - INFO - Epoch(val) [10][500/6282] eta: 0:05:21 time: 0.0556 data_time: 0.0072 memory: 677 2022/08/07 19:46:16 - mmengine - INFO - Epoch(val) [10][520/6282] eta: 0:05:22 time: 0.0560 data_time: 0.0069 memory: 676 2022/08/07 19:46:17 - mmengine - INFO - Epoch(val) [10][540/6282] eta: 0:05:09 time: 0.0540 data_time: 0.0064 memory: 676 2022/08/07 19:46:18 - mmengine - INFO - Epoch(val) [10][560/6282] eta: 0:04:29 time: 0.0471 data_time: 0.0049 memory: 676 2022/08/07 19:46:19 - mmengine - INFO - Epoch(val) [10][580/6282] eta: 0:04:36 time: 0.0485 data_time: 0.0057 memory: 676 2022/08/07 19:46:20 - mmengine - INFO - Epoch(val) [10][600/6282] eta: 0:04:54 time: 0.0518 data_time: 0.0069 memory: 676 2022/08/07 19:46:21 - mmengine - INFO - Epoch(val) [10][620/6282] eta: 0:07:01 time: 0.0745 data_time: 0.0077 memory: 676 2022/08/07 19:46:22 - mmengine - INFO - Epoch(val) [10][640/6282] eta: 0:05:00 time: 0.0533 data_time: 0.0067 memory: 670 2022/08/07 19:46:23 - mmengine - INFO - Epoch(val) [10][660/6282] eta: 0:04:02 time: 0.0431 data_time: 0.0038 memory: 670 2022/08/07 19:46:24 - mmengine - INFO - Epoch(val) [10][680/6282] eta: 0:03:49 time: 0.0411 data_time: 0.0036 memory: 670 2022/08/07 19:46:25 - mmengine - INFO - Epoch(val) [10][700/6282] eta: 0:04:01 time: 0.0432 data_time: 0.0039 memory: 670 2022/08/07 19:46:27 - mmengine - INFO - Epoch(val) [10][720/6282] eta: 0:12:07 time: 0.1309 data_time: 0.0834 memory: 726 2022/08/07 19:46:31 - mmengine - INFO - Epoch(val) [10][740/6282] eta: 0:16:58 time: 0.1838 data_time: 0.1337 memory: 726 2022/08/07 19:46:34 - mmengine - INFO - Epoch(val) [10][760/6282] eta: 0:13:06 time: 0.1424 data_time: 0.0936 memory: 726 2022/08/07 19:46:38 - mmengine - INFO - Epoch(val) [10][780/6282] eta: 0:16:31 time: 0.1802 data_time: 0.1331 memory: 726 2022/08/07 19:46:40 - mmengine - INFO - Epoch(val) [10][800/6282] eta: 0:10:50 time: 0.1187 data_time: 0.0668 memory: 726 2022/08/07 19:46:42 - mmengine - INFO - Epoch(val) [10][820/6282] eta: 0:07:28 time: 0.0821 data_time: 0.0090 memory: 726 2022/08/07 19:46:43 - mmengine - INFO - Epoch(val) [10][840/6282] eta: 0:05:02 time: 0.0556 data_time: 0.0072 memory: 676 2022/08/07 19:46:44 - mmengine - INFO - Epoch(val) [10][860/6282] eta: 0:04:48 time: 0.0533 data_time: 0.0052 memory: 676 2022/08/07 19:46:45 - mmengine - INFO - Epoch(val) [10][880/6282] eta: 0:05:01 time: 0.0558 data_time: 0.0059 memory: 676 2022/08/07 19:46:46 - mmengine - INFO - Epoch(val) [10][900/6282] eta: 0:04:56 time: 0.0550 data_time: 0.0080 memory: 676 2022/08/07 19:46:47 - mmengine - INFO - Epoch(val) [10][920/6282] eta: 0:04:51 time: 0.0544 data_time: 0.0067 memory: 676 2022/08/07 19:46:48 - mmengine - INFO - Epoch(val) [10][940/6282] eta: 0:04:25 time: 0.0497 data_time: 0.0042 memory: 663 2022/08/07 19:46:49 - mmengine - INFO - Epoch(val) [10][960/6282] eta: 0:04:57 time: 0.0559 data_time: 0.0065 memory: 663 2022/08/07 19:46:50 - mmengine - INFO - Epoch(val) [10][980/6282] eta: 0:04:39 time: 0.0526 data_time: 0.0063 memory: 663 2022/08/07 19:46:52 - mmengine - INFO - Epoch(val) [10][1000/6282] eta: 0:04:59 time: 0.0568 data_time: 0.0071 memory: 663 2022/08/07 19:46:53 - mmengine - INFO - Epoch(val) [10][1020/6282] eta: 0:04:27 time: 0.0509 data_time: 0.0054 memory: 676 2022/08/07 19:46:54 - mmengine - INFO - Epoch(val) [10][1040/6282] eta: 0:04:36 time: 0.0527 data_time: 0.0075 memory: 676 2022/08/07 19:46:55 - mmengine - INFO - Epoch(val) [10][1060/6282] eta: 0:04:50 time: 0.0557 data_time: 0.0052 memory: 676 2022/08/07 19:46:56 - mmengine - INFO - Epoch(val) [10][1080/6282] eta: 0:04:54 time: 0.0566 data_time: 0.0058 memory: 676 2022/08/07 19:46:57 - mmengine - INFO - Epoch(val) [10][1100/6282] eta: 0:04:31 time: 0.0524 data_time: 0.0064 memory: 676 2022/08/07 19:46:58 - mmengine - INFO - Epoch(val) [10][1120/6282] eta: 0:04:34 time: 0.0532 data_time: 0.0054 memory: 676 2022/08/07 19:46:59 - mmengine - INFO - Epoch(val) [10][1140/6282] eta: 0:04:30 time: 0.0527 data_time: 0.0052 memory: 676 2022/08/07 19:47:01 - mmengine - INFO - Epoch(val) [10][1160/6282] eta: 0:06:55 time: 0.0812 data_time: 0.0086 memory: 676 2022/08/07 19:47:02 - mmengine - INFO - Epoch(val) [10][1180/6282] eta: 0:04:53 time: 0.0575 data_time: 0.0071 memory: 676 2022/08/07 19:47:03 - mmengine - INFO - Epoch(val) [10][1200/6282] eta: 0:03:52 time: 0.0457 data_time: 0.0064 memory: 676 2022/08/07 19:47:04 - mmengine - INFO - Epoch(val) [10][1220/6282] eta: 0:03:44 time: 0.0443 data_time: 0.0046 memory: 676 2022/08/07 19:47:07 - mmengine - INFO - Epoch(val) [10][1240/6282] eta: 0:13:57 time: 0.1661 data_time: 0.1177 memory: 726 2022/08/07 19:47:10 - mmengine - INFO - Epoch(val) [10][1260/6282] eta: 0:11:35 time: 0.1384 data_time: 0.0897 memory: 726 2022/08/07 19:47:14 - mmengine - INFO - Epoch(val) [10][1280/6282] eta: 0:15:39 time: 0.1878 data_time: 0.1366 memory: 726 2022/08/07 19:47:16 - mmengine - INFO - Epoch(val) [10][1300/6282] eta: 0:11:43 time: 0.1412 data_time: 0.0947 memory: 726 2022/08/07 19:47:20 - mmengine - INFO - Epoch(val) [10][1320/6282] eta: 0:15:21 time: 0.1857 data_time: 0.1383 memory: 726 2022/08/07 19:47:23 - mmengine - INFO - Epoch(val) [10][1340/6282] eta: 0:10:41 time: 0.1299 data_time: 0.0491 memory: 726 2022/08/07 19:47:26 - mmengine - INFO - Epoch(val) [10][1360/6282] eta: 0:15:03 time: 0.1835 data_time: 0.1385 memory: 726 2022/08/07 19:47:29 - mmengine - INFO - Epoch(val) [10][1380/6282] eta: 0:11:11 time: 0.1370 data_time: 0.0897 memory: 726 2022/08/07 19:47:33 - mmengine - INFO - Epoch(val) [10][1400/6282] eta: 0:16:43 time: 0.2056 data_time: 0.1309 memory: 726 2022/08/07 19:47:35 - mmengine - INFO - Epoch(val) [10][1420/6282] eta: 0:07:59 time: 0.0986 data_time: 0.0458 memory: 726 2022/08/07 19:47:37 - mmengine - INFO - Epoch(val) [10][1440/6282] eta: 0:08:10 time: 0.1012 data_time: 0.0476 memory: 726 2022/08/07 19:47:39 - mmengine - INFO - Epoch(val) [10][1460/6282] eta: 0:04:42 time: 0.0585 data_time: 0.0071 memory: 726 2022/08/07 19:47:40 - mmengine - INFO - Epoch(val) [10][1480/6282] eta: 0:05:07 time: 0.0640 data_time: 0.0083 memory: 726 2022/08/07 19:47:41 - mmengine - INFO - Epoch(val) [10][1500/6282] eta: 0:05:04 time: 0.0638 data_time: 0.0058 memory: 726 2022/08/07 19:47:42 - mmengine - INFO - Epoch(val) [10][1520/6282] eta: 0:05:11 time: 0.0654 data_time: 0.0099 memory: 798 2022/08/07 19:47:44 - mmengine - INFO - Epoch(val) [10][1540/6282] eta: 0:06:03 time: 0.0767 data_time: 0.0101 memory: 798 2022/08/07 19:47:45 - mmengine - INFO - Epoch(val) [10][1560/6282] eta: 0:05:36 time: 0.0713 data_time: 0.0100 memory: 798 2022/08/07 19:47:47 - mmengine - INFO - Epoch(val) [10][1580/6282] eta: 0:05:31 time: 0.0704 data_time: 0.0095 memory: 798 2022/08/07 19:47:48 - mmengine - INFO - Epoch(val) [10][1600/6282] eta: 0:05:27 time: 0.0699 data_time: 0.0092 memory: 798 2022/08/07 19:47:50 - mmengine - INFO - Epoch(val) [10][1620/6282] eta: 0:05:51 time: 0.0753 data_time: 0.0088 memory: 798 2022/08/07 19:47:51 - mmengine - INFO - Epoch(val) [10][1640/6282] eta: 0:06:23 time: 0.0826 data_time: 0.0072 memory: 726 2022/08/07 19:47:53 - mmengine - INFO - Epoch(val) [10][1660/6282] eta: 0:04:38 time: 0.0602 data_time: 0.0081 memory: 726 2022/08/07 19:47:54 - mmengine - INFO - Epoch(val) [10][1680/6282] eta: 0:04:22 time: 0.0571 data_time: 0.0067 memory: 726 2022/08/07 19:47:55 - mmengine - INFO - Epoch(val) [10][1700/6282] eta: 0:04:04 time: 0.0535 data_time: 0.0065 memory: 726 2022/08/07 19:47:56 - mmengine - INFO - Epoch(val) [10][1720/6282] eta: 0:04:04 time: 0.0537 data_time: 0.0066 memory: 726 2022/08/07 19:47:57 - mmengine - INFO - Epoch(val) [10][1740/6282] eta: 0:03:49 time: 0.0505 data_time: 0.0041 memory: 726 2022/08/07 19:47:58 - mmengine - INFO - Epoch(val) [10][1760/6282] eta: 0:04:08 time: 0.0550 data_time: 0.0053 memory: 726 2022/08/07 19:47:59 - mmengine - INFO - Epoch(val) [10][1780/6282] eta: 0:04:13 time: 0.0562 data_time: 0.0062 memory: 726 2022/08/07 19:48:00 - mmengine - INFO - Epoch(val) [10][1800/6282] eta: 0:04:14 time: 0.0567 data_time: 0.0046 memory: 726 2022/08/07 19:48:01 - mmengine - INFO - Epoch(val) [10][1820/6282] eta: 0:03:53 time: 0.0524 data_time: 0.0053 memory: 726 2022/08/07 19:48:03 - mmengine - INFO - Epoch(val) [10][1840/6282] eta: 0:06:39 time: 0.0899 data_time: 0.0162 memory: 726 2022/08/07 19:48:06 - mmengine - INFO - Epoch(val) [10][1860/6282] eta: 0:11:32 time: 0.1566 data_time: 0.1081 memory: 726 2022/08/07 19:48:09 - mmengine - INFO - Epoch(val) [10][1880/6282] eta: 0:10:09 time: 0.1385 data_time: 0.0889 memory: 726 2022/08/07 19:48:12 - mmengine - INFO - Epoch(val) [10][1900/6282] eta: 0:11:35 time: 0.1587 data_time: 0.0976 memory: 726 2022/08/07 19:48:15 - mmengine - INFO - Epoch(val) [10][1920/6282] eta: 0:09:09 time: 0.1259 data_time: 0.0775 memory: 726 2022/08/07 19:48:17 - mmengine - INFO - Epoch(val) [10][1940/6282] eta: 0:09:14 time: 0.1276 data_time: 0.0779 memory: 726 2022/08/07 19:48:18 - mmengine - INFO - Epoch(val) [10][1960/6282] eta: 0:03:52 time: 0.0537 data_time: 0.0070 memory: 677 2022/08/07 19:48:20 - mmengine - INFO - Epoch(val) [10][1980/6282] eta: 0:03:53 time: 0.0543 data_time: 0.0049 memory: 677 2022/08/07 19:48:21 - mmengine - INFO - Epoch(val) [10][2000/6282] eta: 0:05:24 time: 0.0757 data_time: 0.0048 memory: 677 2022/08/07 19:48:22 - mmengine - INFO - Epoch(val) [10][2020/6282] eta: 0:03:50 time: 0.0540 data_time: 0.0074 memory: 677 2022/08/07 19:48:23 - mmengine - INFO - Epoch(val) [10][2040/6282] eta: 0:03:49 time: 0.0542 data_time: 0.0059 memory: 677 2022/08/07 19:48:24 - mmengine - INFO - Epoch(val) [10][2060/6282] eta: 0:03:41 time: 0.0526 data_time: 0.0067 memory: 677 2022/08/07 19:48:25 - mmengine - INFO - Epoch(val) [10][2080/6282] eta: 0:03:52 time: 0.0554 data_time: 0.0084 memory: 677 2022/08/07 19:48:27 - mmengine - INFO - Epoch(val) [10][2100/6282] eta: 0:03:53 time: 0.0559 data_time: 0.0070 memory: 677 2022/08/07 19:48:28 - mmengine - INFO - Epoch(val) [10][2120/6282] eta: 0:03:54 time: 0.0564 data_time: 0.0082 memory: 677 2022/08/07 19:48:29 - mmengine - INFO - Epoch(val) [10][2140/6282] eta: 0:03:47 time: 0.0550 data_time: 0.0057 memory: 677 2022/08/07 19:48:30 - mmengine - INFO - Epoch(val) [10][2160/6282] eta: 0:03:35 time: 0.0522 data_time: 0.0065 memory: 676 2022/08/07 19:48:31 - mmengine - INFO - Epoch(val) [10][2180/6282] eta: 0:03:47 time: 0.0554 data_time: 0.0049 memory: 676 2022/08/07 19:48:32 - mmengine - INFO - Epoch(val) [10][2200/6282] eta: 0:03:54 time: 0.0574 data_time: 0.0061 memory: 676 2022/08/07 19:48:33 - mmengine - INFO - Epoch(val) [10][2220/6282] eta: 0:03:44 time: 0.0553 data_time: 0.0053 memory: 676 2022/08/07 19:48:34 - mmengine - INFO - Epoch(val) [10][2240/6282] eta: 0:03:32 time: 0.0525 data_time: 0.0061 memory: 676 2022/08/07 19:48:36 - mmengine - INFO - Epoch(val) [10][2260/6282] eta: 0:03:52 time: 0.0579 data_time: 0.0089 memory: 677 2022/08/07 19:48:37 - mmengine - INFO - Epoch(val) [10][2280/6282] eta: 0:03:40 time: 0.0551 data_time: 0.0062 memory: 677 2022/08/07 19:48:38 - mmengine - INFO - Epoch(val) [10][2300/6282] eta: 0:03:54 time: 0.0589 data_time: 0.0067 memory: 677 2022/08/07 19:48:39 - mmengine - INFO - Epoch(val) [10][2320/6282] eta: 0:03:33 time: 0.0538 data_time: 0.0080 memory: 677 2022/08/07 19:48:40 - mmengine - INFO - Epoch(val) [10][2340/6282] eta: 0:03:38 time: 0.0554 data_time: 0.0073 memory: 677 2022/08/07 19:48:41 - mmengine - INFO - Epoch(val) [10][2360/6282] eta: 0:03:52 time: 0.0592 data_time: 0.0052 memory: 676 2022/08/07 19:48:42 - mmengine - INFO - Epoch(val) [10][2380/6282] eta: 0:03:37 time: 0.0557 data_time: 0.0072 memory: 676 2022/08/07 19:48:44 - mmengine - INFO - Epoch(val) [10][2400/6282] eta: 0:03:45 time: 0.0581 data_time: 0.0089 memory: 676 2022/08/07 19:48:45 - mmengine - INFO - Epoch(val) [10][2420/6282] eta: 0:03:23 time: 0.0526 data_time: 0.0059 memory: 676 2022/08/07 19:48:46 - mmengine - INFO - Epoch(val) [10][2440/6282] eta: 0:03:10 time: 0.0495 data_time: 0.0053 memory: 676 2022/08/07 19:48:47 - mmengine - INFO - Epoch(val) [10][2460/6282] eta: 0:05:46 time: 0.0907 data_time: 0.0391 memory: 726 2022/08/07 19:48:49 - mmengine - INFO - Epoch(val) [10][2480/6282] eta: 0:05:31 time: 0.0871 data_time: 0.0376 memory: 726 2022/08/07 19:48:51 - mmengine - INFO - Epoch(val) [10][2500/6282] eta: 0:05:23 time: 0.0855 data_time: 0.0272 memory: 726 2022/08/07 19:48:53 - mmengine - INFO - Epoch(val) [10][2520/6282] eta: 0:05:05 time: 0.0813 data_time: 0.0314 memory: 726 2022/08/07 19:48:55 - mmengine - INFO - Epoch(val) [10][2540/6282] eta: 0:06:29 time: 0.1040 data_time: 0.0568 memory: 726 2022/08/07 19:48:58 - mmengine - INFO - Epoch(val) [10][2560/6282] eta: 0:08:51 time: 0.1427 data_time: 0.0928 memory: 726 2022/08/07 19:49:01 - mmengine - INFO - Epoch(val) [10][2580/6282] eta: 0:10:53 time: 0.1765 data_time: 0.1251 memory: 726 2022/08/07 19:49:04 - mmengine - INFO - Epoch(val) [10][2600/6282] eta: 0:08:31 time: 0.1389 data_time: 0.0877 memory: 726 2022/08/07 19:49:07 - mmengine - INFO - Epoch(val) [10][2620/6282] eta: 0:09:56 time: 0.1629 data_time: 0.1162 memory: 726 2022/08/07 19:49:10 - mmengine - INFO - Epoch(val) [10][2640/6282] eta: 0:08:16 time: 0.1363 data_time: 0.0856 memory: 726 2022/08/07 19:49:11 - mmengine - INFO - Epoch(val) [10][2660/6282] eta: 0:04:47 time: 0.0793 data_time: 0.0074 memory: 791 2022/08/07 19:49:13 - mmengine - INFO - Epoch(val) [10][2680/6282] eta: 0:04:23 time: 0.0732 data_time: 0.0090 memory: 791 2022/08/07 19:49:14 - mmengine - INFO - Epoch(val) [10][2700/6282] eta: 0:04:21 time: 0.0730 data_time: 0.0110 memory: 791 2022/08/07 19:49:16 - mmengine - INFO - Epoch(val) [10][2720/6282] eta: 0:04:20 time: 0.0731 data_time: 0.0078 memory: 791 2022/08/07 19:49:17 - mmengine - INFO - Epoch(val) [10][2740/6282] eta: 0:04:00 time: 0.0679 data_time: 0.0092 memory: 791 2022/08/07 19:49:18 - mmengine - INFO - Epoch(val) [10][2760/6282] eta: 0:03:07 time: 0.0531 data_time: 0.0076 memory: 677 2022/08/07 19:49:19 - mmengine - INFO - Epoch(val) [10][2780/6282] eta: 0:03:23 time: 0.0582 data_time: 0.0062 memory: 677 2022/08/07 19:49:21 - mmengine - INFO - Epoch(val) [10][2800/6282] eta: 0:04:48 time: 0.0828 data_time: 0.0053 memory: 677 2022/08/07 19:49:22 - mmengine - INFO - Epoch(val) [10][2820/6282] eta: 0:03:27 time: 0.0600 data_time: 0.0073 memory: 677 2022/08/07 19:49:23 - mmengine - INFO - Epoch(val) [10][2840/6282] eta: 0:03:01 time: 0.0528 data_time: 0.0053 memory: 677 2022/08/07 19:49:25 - mmengine - INFO - Epoch(val) [10][2860/6282] eta: 0:03:55 time: 0.0689 data_time: 0.0188 memory: 726 2022/08/07 19:49:27 - mmengine - INFO - Epoch(val) [10][2880/6282] eta: 0:05:22 time: 0.0947 data_time: 0.0427 memory: 726 2022/08/07 19:49:28 - mmengine - INFO - Epoch(val) [10][2900/6282] eta: 0:04:07 time: 0.0731 data_time: 0.0234 memory: 726 2022/08/07 19:49:29 - mmengine - INFO - Epoch(val) [10][2920/6282] eta: 0:03:02 time: 0.0544 data_time: 0.0068 memory: 726 2022/08/07 19:49:30 - mmengine - INFO - Epoch(val) [10][2940/6282] eta: 0:02:53 time: 0.0519 data_time: 0.0069 memory: 698 2022/08/07 19:49:31 - mmengine - INFO - Epoch(val) [10][2960/6282] eta: 0:02:57 time: 0.0534 data_time: 0.0057 memory: 698 2022/08/07 19:49:32 - mmengine - INFO - Epoch(val) [10][2980/6282] eta: 0:02:49 time: 0.0513 data_time: 0.0061 memory: 698 2022/08/07 19:49:33 - mmengine - INFO - Epoch(val) [10][3000/6282] eta: 0:02:31 time: 0.0462 data_time: 0.0042 memory: 698 2022/08/07 19:49:34 - mmengine - INFO - Epoch(val) [10][3020/6282] eta: 0:02:54 time: 0.0536 data_time: 0.0061 memory: 726 2022/08/07 19:49:36 - mmengine - INFO - Epoch(val) [10][3040/6282] eta: 0:03:02 time: 0.0562 data_time: 0.0067 memory: 726 2022/08/07 19:49:37 - mmengine - INFO - Epoch(val) [10][3060/6282] eta: 0:02:53 time: 0.0540 data_time: 0.0052 memory: 726 2022/08/07 19:49:38 - mmengine - INFO - Epoch(val) [10][3080/6282] eta: 0:03:02 time: 0.0571 data_time: 0.0058 memory: 726 2022/08/07 19:49:39 - mmengine - INFO - Epoch(val) [10][3100/6282] eta: 0:02:56 time: 0.0556 data_time: 0.0067 memory: 726 2022/08/07 19:49:40 - mmengine - INFO - Epoch(val) [10][3120/6282] eta: 0:02:50 time: 0.0538 data_time: 0.0087 memory: 677 2022/08/07 19:49:42 - mmengine - INFO - Epoch(val) [10][3140/6282] eta: 0:04:14 time: 0.0809 data_time: 0.0067 memory: 677 2022/08/07 19:49:43 - mmengine - INFO - Epoch(val) [10][3160/6282] eta: 0:03:09 time: 0.0608 data_time: 0.0079 memory: 677 2022/08/07 19:49:44 - mmengine - INFO - Epoch(val) [10][3180/6282] eta: 0:02:45 time: 0.0533 data_time: 0.0067 memory: 677 2022/08/07 19:49:45 - mmengine - INFO - Epoch(val) [10][3200/6282] eta: 0:03:21 time: 0.0653 data_time: 0.0157 memory: 726 2022/08/07 19:49:47 - mmengine - INFO - Epoch(val) [10][3220/6282] eta: 0:04:13 time: 0.0826 data_time: 0.0299 memory: 726 2022/08/07 19:49:49 - mmengine - INFO - Epoch(val) [10][3240/6282] eta: 0:04:45 time: 0.0939 data_time: 0.0401 memory: 726 2022/08/07 19:49:50 - mmengine - INFO - Epoch(val) [10][3260/6282] eta: 0:03:40 time: 0.0730 data_time: 0.0188 memory: 726 2022/08/07 19:49:52 - mmengine - INFO - Epoch(val) [10][3280/6282] eta: 0:03:40 time: 0.0734 data_time: 0.0224 memory: 726 2022/08/07 19:49:53 - mmengine - INFO - Epoch(val) [10][3300/6282] eta: 0:02:48 time: 0.0564 data_time: 0.0061 memory: 726 2022/08/07 19:49:54 - mmengine - INFO - Epoch(val) [10][3320/6282] eta: 0:03:05 time: 0.0627 data_time: 0.0090 memory: 726 2022/08/07 19:49:55 - mmengine - INFO - Epoch(val) [10][3340/6282] eta: 0:02:54 time: 0.0594 data_time: 0.0078 memory: 726 2022/08/07 19:49:56 - mmengine - INFO - Epoch(val) [10][3360/6282] eta: 0:02:46 time: 0.0570 data_time: 0.0054 memory: 726 2022/08/07 19:49:58 - mmengine - INFO - Epoch(val) [10][3380/6282] eta: 0:02:53 time: 0.0599 data_time: 0.0079 memory: 726 2022/08/07 19:49:59 - mmengine - INFO - Epoch(val) [10][3400/6282] eta: 0:02:36 time: 0.0543 data_time: 0.0063 memory: 676 2022/08/07 19:50:00 - mmengine - INFO - Epoch(val) [10][3420/6282] eta: 0:02:31 time: 0.0528 data_time: 0.0071 memory: 676 2022/08/07 19:50:01 - mmengine - INFO - Epoch(val) [10][3440/6282] eta: 0:03:39 time: 0.0771 data_time: 0.0055 memory: 676 2022/08/07 19:50:02 - mmengine - INFO - Epoch(val) [10][3460/6282] eta: 0:02:28 time: 0.0525 data_time: 0.0062 memory: 676 2022/08/07 19:50:03 - mmengine - INFO - Epoch(val) [10][3480/6282] eta: 0:02:17 time: 0.0491 data_time: 0.0051 memory: 676 2022/08/07 19:50:04 - mmengine - INFO - Epoch(val) [10][3500/6282] eta: 0:02:14 time: 0.0483 data_time: 0.0053 memory: 676 2022/08/07 19:50:05 - mmengine - INFO - Epoch(val) [10][3520/6282] eta: 0:02:16 time: 0.0495 data_time: 0.0047 memory: 676 2022/08/07 19:50:06 - mmengine - INFO - Epoch(val) [10][3540/6282] eta: 0:02:06 time: 0.0462 data_time: 0.0044 memory: 676 2022/08/07 19:50:07 - mmengine - INFO - Epoch(val) [10][3560/6282] eta: 0:02:10 time: 0.0480 data_time: 0.0057 memory: 676 2022/08/07 19:50:08 - mmengine - INFO - Epoch(val) [10][3580/6282] eta: 0:02:16 time: 0.0504 data_time: 0.0046 memory: 712 2022/08/07 19:50:09 - mmengine - INFO - Epoch(val) [10][3600/6282] eta: 0:02:23 time: 0.0534 data_time: 0.0060 memory: 712 2022/08/07 19:50:11 - mmengine - INFO - Epoch(val) [10][3620/6282] eta: 0:02:30 time: 0.0566 data_time: 0.0068 memory: 712 2022/08/07 19:50:12 - mmengine - INFO - Epoch(val) [10][3640/6282] eta: 0:02:35 time: 0.0588 data_time: 0.0075 memory: 712 2022/08/07 19:50:13 - mmengine - INFO - Epoch(val) [10][3660/6282] eta: 0:02:30 time: 0.0574 data_time: 0.0073 memory: 712 2022/08/07 19:50:14 - mmengine - INFO - Epoch(val) [10][3680/6282] eta: 0:02:50 time: 0.0654 data_time: 0.0136 memory: 726 2022/08/07 19:50:16 - mmengine - INFO - Epoch(val) [10][3700/6282] eta: 0:03:35 time: 0.0836 data_time: 0.0315 memory: 726 2022/08/07 19:50:18 - mmengine - INFO - Epoch(val) [10][3720/6282] eta: 0:03:58 time: 0.0932 data_time: 0.0415 memory: 726 2022/08/07 19:50:19 - mmengine - INFO - Epoch(val) [10][3740/6282] eta: 0:03:24 time: 0.0804 data_time: 0.0299 memory: 726 2022/08/07 19:50:21 - mmengine - INFO - Epoch(val) [10][3760/6282] eta: 0:04:18 time: 0.1025 data_time: 0.0284 memory: 726 2022/08/07 19:50:23 - mmengine - INFO - Epoch(val) [10][3780/6282] eta: 0:03:31 time: 0.0846 data_time: 0.0288 memory: 726 2022/08/07 19:50:25 - mmengine - INFO - Epoch(val) [10][3800/6282] eta: 0:03:36 time: 0.0872 data_time: 0.0367 memory: 726 2022/08/07 19:50:27 - mmengine - INFO - Epoch(val) [10][3820/6282] eta: 0:03:12 time: 0.0783 data_time: 0.0277 memory: 726 2022/08/07 19:50:28 - mmengine - INFO - Epoch(val) [10][3840/6282] eta: 0:03:40 time: 0.0902 data_time: 0.0377 memory: 726 2022/08/07 19:50:30 - mmengine - INFO - Epoch(val) [10][3860/6282] eta: 0:03:14 time: 0.0805 data_time: 0.0287 memory: 726 2022/08/07 19:50:32 - mmengine - INFO - Epoch(val) [10][3880/6282] eta: 0:03:55 time: 0.0979 data_time: 0.0468 memory: 726 2022/08/07 19:50:34 - mmengine - INFO - Epoch(val) [10][3900/6282] eta: 0:03:18 time: 0.0835 data_time: 0.0310 memory: 726 2022/08/07 19:50:36 - mmengine - INFO - Epoch(val) [10][3920/6282] eta: 0:03:42 time: 0.0940 data_time: 0.0439 memory: 726 2022/08/07 19:50:37 - mmengine - INFO - Epoch(val) [10][3940/6282] eta: 0:03:10 time: 0.0814 data_time: 0.0267 memory: 726 2022/08/07 19:50:39 - mmengine - INFO - Epoch(val) [10][3960/6282] eta: 0:02:37 time: 0.0677 data_time: 0.0160 memory: 726 2022/08/07 19:50:40 - mmengine - INFO - Epoch(val) [10][3980/6282] eta: 0:02:13 time: 0.0581 data_time: 0.0067 memory: 726 2022/08/07 19:50:41 - mmengine - INFO - Epoch(val) [10][4000/6282] eta: 0:03:00 time: 0.0792 data_time: 0.0064 memory: 726 2022/08/07 19:50:42 - mmengine - INFO - Epoch(val) [10][4020/6282] eta: 0:01:51 time: 0.0493 data_time: 0.0045 memory: 726 2022/08/07 19:50:43 - mmengine - INFO - Epoch(val) [10][4040/6282] eta: 0:01:56 time: 0.0518 data_time: 0.0054 memory: 791 2022/08/07 19:50:44 - mmengine - INFO - Epoch(val) [10][4060/6282] eta: 0:02:07 time: 0.0573 data_time: 0.0048 memory: 791 2022/08/07 19:50:46 - mmengine - INFO - Epoch(val) [10][4080/6282] eta: 0:02:05 time: 0.0569 data_time: 0.0050 memory: 791 2022/08/07 19:50:47 - mmengine - INFO - Epoch(val) [10][4100/6282] eta: 0:02:14 time: 0.0615 data_time: 0.0070 memory: 791 2022/08/07 19:50:48 - mmengine - INFO - Epoch(val) [10][4120/6282] eta: 0:02:28 time: 0.0689 data_time: 0.0068 memory: 791 2022/08/07 19:50:50 - mmengine - INFO - Epoch(val) [10][4140/6282] eta: 0:02:27 time: 0.0688 data_time: 0.0091 memory: 791 2022/08/07 19:50:51 - mmengine - INFO - Epoch(val) [10][4160/6282] eta: 0:02:00 time: 0.0568 data_time: 0.0063 memory: 676 2022/08/07 19:50:52 - mmengine - INFO - Epoch(val) [10][4180/6282] eta: 0:01:52 time: 0.0535 data_time: 0.0068 memory: 676 2022/08/07 19:50:53 - mmengine - INFO - Epoch(val) [10][4200/6282] eta: 0:01:54 time: 0.0552 data_time: 0.0064 memory: 676 2022/08/07 19:50:54 - mmengine - INFO - Epoch(val) [10][4220/6282] eta: 0:01:56 time: 0.0563 data_time: 0.0080 memory: 676 2022/08/07 19:50:55 - mmengine - INFO - Epoch(val) [10][4240/6282] eta: 0:01:47 time: 0.0527 data_time: 0.0054 memory: 677 2022/08/07 19:50:56 - mmengine - INFO - Epoch(val) [10][4260/6282] eta: 0:01:47 time: 0.0531 data_time: 0.0061 memory: 677 2022/08/07 19:50:57 - mmengine - INFO - Epoch(val) [10][4280/6282] eta: 0:01:42 time: 0.0511 data_time: 0.0058 memory: 677 2022/08/07 19:50:58 - mmengine - INFO - Epoch(val) [10][4300/6282] eta: 0:01:41 time: 0.0514 data_time: 0.0063 memory: 677 2022/08/07 19:50:59 - mmengine - INFO - Epoch(val) [10][4320/6282] eta: 0:01:35 time: 0.0485 data_time: 0.0047 memory: 677 2022/08/07 19:51:01 - mmengine - INFO - Epoch(val) [10][4340/6282] eta: 0:02:14 time: 0.0694 data_time: 0.0052 memory: 677 2022/08/07 19:51:02 - mmengine - INFO - Epoch(val) [10][4360/6282] eta: 0:01:41 time: 0.0529 data_time: 0.0053 memory: 726 2022/08/07 19:51:03 - mmengine - INFO - Epoch(val) [10][4380/6282] eta: 0:01:42 time: 0.0537 data_time: 0.0056 memory: 726 2022/08/07 19:51:04 - mmengine - INFO - Epoch(val) [10][4400/6282] eta: 0:01:43 time: 0.0550 data_time: 0.0067 memory: 726 2022/08/07 19:51:05 - mmengine - INFO - Epoch(val) [10][4420/6282] eta: 0:01:45 time: 0.0568 data_time: 0.0060 memory: 726 2022/08/07 19:51:06 - mmengine - INFO - Epoch(val) [10][4440/6282] eta: 0:01:48 time: 0.0586 data_time: 0.0061 memory: 733 2022/08/07 19:51:07 - mmengine - INFO - Epoch(val) [10][4460/6282] eta: 0:01:49 time: 0.0600 data_time: 0.0070 memory: 733 2022/08/07 19:51:09 - mmengine - INFO - Epoch(val) [10][4480/6282] eta: 0:01:49 time: 0.0607 data_time: 0.0060 memory: 733 2022/08/07 19:51:10 - mmengine - INFO - Epoch(val) [10][4500/6282] eta: 0:01:54 time: 0.0640 data_time: 0.0072 memory: 733 2022/08/07 19:51:12 - mmengine - INFO - Epoch(val) [10][4520/6282] eta: 0:02:25 time: 0.0826 data_time: 0.0069 memory: 733 2022/08/07 19:51:13 - mmengine - INFO - Epoch(val) [10][4540/6282] eta: 0:01:30 time: 0.0522 data_time: 0.0066 memory: 677 2022/08/07 19:51:14 - mmengine - INFO - Epoch(val) [10][4560/6282] eta: 0:01:33 time: 0.0542 data_time: 0.0064 memory: 677 2022/08/07 19:51:15 - mmengine - INFO - Epoch(val) [10][4580/6282] eta: 0:01:39 time: 0.0584 data_time: 0.0064 memory: 677 2022/08/07 19:51:16 - mmengine - INFO - Epoch(val) [10][4600/6282] eta: 0:01:26 time: 0.0513 data_time: 0.0051 memory: 677 2022/08/07 19:51:17 - mmengine - INFO - Epoch(val) [10][4620/6282] eta: 0:01:28 time: 0.0534 data_time: 0.0074 memory: 677 2022/08/07 19:51:18 - mmengine - INFO - Epoch(val) [10][4640/6282] eta: 0:01:40 time: 0.0613 data_time: 0.0059 memory: 733 2022/08/07 19:51:20 - mmengine - INFO - Epoch(val) [10][4660/6282] eta: 0:01:37 time: 0.0602 data_time: 0.0078 memory: 733 2022/08/07 19:51:21 - mmengine - INFO - Epoch(val) [10][4680/6282] eta: 0:01:26 time: 0.0538 data_time: 0.0060 memory: 733 2022/08/07 19:51:22 - mmengine - INFO - Epoch(val) [10][4700/6282] eta: 0:01:29 time: 0.0564 data_time: 0.0069 memory: 733 2022/08/07 19:51:23 - mmengine - INFO - Epoch(val) [10][4720/6282] eta: 0:01:25 time: 0.0548 data_time: 0.0046 memory: 733 2022/08/07 19:51:24 - mmengine - INFO - Epoch(val) [10][4740/6282] eta: 0:01:20 time: 0.0519 data_time: 0.0065 memory: 698 2022/08/07 19:51:25 - mmengine - INFO - Epoch(val) [10][4760/6282] eta: 0:01:19 time: 0.0524 data_time: 0.0055 memory: 698 2022/08/07 19:51:26 - mmengine - INFO - Epoch(val) [10][4780/6282] eta: 0:01:22 time: 0.0546 data_time: 0.0059 memory: 698 2022/08/07 19:51:27 - mmengine - INFO - Epoch(val) [10][4800/6282] eta: 0:01:18 time: 0.0530 data_time: 0.0054 memory: 698 2022/08/07 19:51:28 - mmengine - INFO - Epoch(val) [10][4820/6282] eta: 0:01:21 time: 0.0556 data_time: 0.0062 memory: 726 2022/08/07 19:51:29 - mmengine - INFO - Epoch(val) [10][4840/6282] eta: 0:01:27 time: 0.0609 data_time: 0.0070 memory: 726 2022/08/07 19:51:31 - mmengine - INFO - Epoch(val) [10][4860/6282] eta: 0:02:01 time: 0.0854 data_time: 0.0076 memory: 726 2022/08/07 19:51:32 - mmengine - INFO - Epoch(val) [10][4880/6282] eta: 0:01:18 time: 0.0557 data_time: 0.0056 memory: 726 2022/08/07 19:51:34 - mmengine - INFO - Epoch(val) [10][4900/6282] eta: 0:01:22 time: 0.0596 data_time: 0.0065 memory: 726 2022/08/07 19:51:35 - mmengine - INFO - Epoch(val) [10][4920/6282] eta: 0:01:20 time: 0.0593 data_time: 0.0060 memory: 726 2022/08/07 19:51:36 - mmengine - INFO - Epoch(val) [10][4940/6282] eta: 0:01:18 time: 0.0587 data_time: 0.0063 memory: 726 2022/08/07 19:51:37 - mmengine - INFO - Epoch(val) [10][4960/6282] eta: 0:01:17 time: 0.0590 data_time: 0.0060 memory: 726 2022/08/07 19:51:38 - mmengine - INFO - Epoch(val) [10][4980/6282] eta: 0:01:21 time: 0.0622 data_time: 0.0061 memory: 726 2022/08/07 19:51:40 - mmengine - INFO - Epoch(val) [10][5000/6282] eta: 0:01:20 time: 0.0631 data_time: 0.0060 memory: 726 2022/08/07 19:51:41 - mmengine - INFO - Epoch(val) [10][5020/6282] eta: 0:01:13 time: 0.0579 data_time: 0.0057 memory: 726 2022/08/07 19:51:42 - mmengine - INFO - Epoch(val) [10][5040/6282] eta: 0:01:13 time: 0.0589 data_time: 0.0071 memory: 677 2022/08/07 19:51:43 - mmengine - INFO - Epoch(val) [10][5060/6282] eta: 0:01:04 time: 0.0531 data_time: 0.0062 memory: 677 2022/08/07 19:51:44 - mmengine - INFO - Epoch(val) [10][5080/6282] eta: 0:01:00 time: 0.0507 data_time: 0.0049 memory: 677 2022/08/07 19:51:45 - mmengine - INFO - Epoch(val) [10][5100/6282] eta: 0:01:08 time: 0.0580 data_time: 0.0078 memory: 677 2022/08/07 19:51:46 - mmengine - INFO - Epoch(val) [10][5120/6282] eta: 0:01:01 time: 0.0531 data_time: 0.0054 memory: 677 2022/08/07 19:51:47 - mmengine - INFO - Epoch(val) [10][5140/6282] eta: 0:01:03 time: 0.0555 data_time: 0.0055 memory: 676 2022/08/07 19:51:49 - mmengine - INFO - Epoch(val) [10][5160/6282] eta: 0:00:58 time: 0.0526 data_time: 0.0048 memory: 676 2022/08/07 19:51:50 - mmengine - INFO - Epoch(val) [10][5180/6282] eta: 0:01:00 time: 0.0547 data_time: 0.0062 memory: 676 2022/08/07 19:51:51 - mmengine - INFO - Epoch(val) [10][5200/6282] eta: 0:01:31 time: 0.0843 data_time: 0.0080 memory: 676 2022/08/07 19:51:52 - mmengine - INFO - Epoch(val) [10][5220/6282] eta: 0:00:55 time: 0.0519 data_time: 0.0068 memory: 676 2022/08/07 19:51:53 - mmengine - INFO - Epoch(val) [10][5240/6282] eta: 0:00:54 time: 0.0521 data_time: 0.0080 memory: 676 2022/08/07 19:51:55 - mmengine - INFO - Epoch(val) [10][5260/6282] eta: 0:00:54 time: 0.0537 data_time: 0.0055 memory: 676 2022/08/07 19:51:56 - mmengine - INFO - Epoch(val) [10][5280/6282] eta: 0:00:54 time: 0.0548 data_time: 0.0076 memory: 676 2022/08/07 19:51:57 - mmengine - INFO - Epoch(val) [10][5300/6282] eta: 0:00:53 time: 0.0545 data_time: 0.0062 memory: 676 2022/08/07 19:51:58 - mmengine - INFO - Epoch(val) [10][5320/6282] eta: 0:00:50 time: 0.0529 data_time: 0.0061 memory: 676 2022/08/07 19:51:59 - mmengine - INFO - Epoch(val) [10][5340/6282] eta: 0:00:49 time: 0.0525 data_time: 0.0063 memory: 676 2022/08/07 19:52:00 - mmengine - INFO - Epoch(val) [10][5360/6282] eta: 0:00:50 time: 0.0546 data_time: 0.0057 memory: 676 2022/08/07 19:52:01 - mmengine - INFO - Epoch(val) [10][5380/6282] eta: 0:00:50 time: 0.0562 data_time: 0.0107 memory: 676 2022/08/07 19:52:02 - mmengine - INFO - Epoch(val) [10][5400/6282] eta: 0:00:47 time: 0.0533 data_time: 0.0069 memory: 676 2022/08/07 19:52:03 - mmengine - INFO - Epoch(val) [10][5420/6282] eta: 0:00:48 time: 0.0561 data_time: 0.0076 memory: 676 2022/08/07 19:52:04 - mmengine - INFO - Epoch(val) [10][5440/6282] eta: 0:00:47 time: 0.0566 data_time: 0.0080 memory: 676 2022/08/07 19:52:06 - mmengine - INFO - Epoch(val) [10][5460/6282] eta: 0:00:48 time: 0.0592 data_time: 0.0065 memory: 676 2022/08/07 19:52:07 - mmengine - INFO - Epoch(val) [10][5480/6282] eta: 0:00:42 time: 0.0528 data_time: 0.0067 memory: 676 2022/08/07 19:52:08 - mmengine - INFO - Epoch(val) [10][5500/6282] eta: 0:00:44 time: 0.0573 data_time: 0.0089 memory: 676 2022/08/07 19:52:09 - mmengine - INFO - Epoch(val) [10][5520/6282] eta: 0:00:43 time: 0.0567 data_time: 0.0065 memory: 691 2022/08/07 19:52:10 - mmengine - INFO - Epoch(val) [10][5540/6282] eta: 0:00:42 time: 0.0568 data_time: 0.0067 memory: 691 2022/08/07 19:52:12 - mmengine - INFO - Epoch(val) [10][5560/6282] eta: 0:00:58 time: 0.0816 data_time: 0.0070 memory: 691 2022/08/07 19:52:13 - mmengine - INFO - Epoch(val) [10][5580/6282] eta: 0:00:36 time: 0.0527 data_time: 0.0066 memory: 691 2022/08/07 19:52:14 - mmengine - INFO - Epoch(val) [10][5600/6282] eta: 0:00:40 time: 0.0592 data_time: 0.0079 memory: 691 2022/08/07 19:52:15 - mmengine - INFO - Epoch(val) [10][5620/6282] eta: 0:00:34 time: 0.0529 data_time: 0.0050 memory: 691 2022/08/07 19:52:16 - mmengine - INFO - Epoch(val) [10][5640/6282] eta: 0:00:33 time: 0.0527 data_time: 0.0054 memory: 676 2022/08/07 19:52:17 - mmengine - INFO - Epoch(val) [10][5660/6282] eta: 0:00:31 time: 0.0511 data_time: 0.0062 memory: 676 2022/08/07 19:52:18 - mmengine - INFO - Epoch(val) [10][5680/6282] eta: 0:00:30 time: 0.0504 data_time: 0.0053 memory: 676 2022/08/07 19:52:19 - mmengine - INFO - Epoch(val) [10][5700/6282] eta: 0:00:28 time: 0.0485 data_time: 0.0056 memory: 676 2022/08/07 19:52:20 - mmengine - INFO - Epoch(val) [10][5720/6282] eta: 0:00:28 time: 0.0509 data_time: 0.0049 memory: 705 2022/08/07 19:52:21 - mmengine - INFO - Epoch(val) [10][5740/6282] eta: 0:00:28 time: 0.0526 data_time: 0.0061 memory: 705 2022/08/07 19:52:22 - mmengine - INFO - Epoch(val) [10][5760/6282] eta: 0:00:28 time: 0.0540 data_time: 0.0073 memory: 705 2022/08/07 19:52:24 - mmengine - INFO - Epoch(val) [10][5780/6282] eta: 0:00:30 time: 0.0598 data_time: 0.0088 memory: 705 2022/08/07 19:52:25 - mmengine - INFO - Epoch(val) [10][5800/6282] eta: 0:00:26 time: 0.0554 data_time: 0.0074 memory: 705 2022/08/07 19:52:26 - mmengine - INFO - Epoch(val) [10][5820/6282] eta: 0:00:26 time: 0.0571 data_time: 0.0058 memory: 705 2022/08/07 19:52:27 - mmengine - INFO - Epoch(val) [10][5840/6282] eta: 0:00:23 time: 0.0543 data_time: 0.0066 memory: 691 2022/08/07 19:52:28 - mmengine - INFO - Epoch(val) [10][5860/6282] eta: 0:00:23 time: 0.0558 data_time: 0.0074 memory: 691 2022/08/07 19:52:29 - mmengine - INFO - Epoch(val) [10][5880/6282] eta: 0:00:22 time: 0.0557 data_time: 0.0061 memory: 691 2022/08/07 19:52:30 - mmengine - INFO - Epoch(val) [10][5900/6282] eta: 0:00:22 time: 0.0591 data_time: 0.0075 memory: 691 2022/08/07 19:52:32 - mmengine - INFO - Epoch(val) [10][5920/6282] eta: 0:00:28 time: 0.0794 data_time: 0.0067 memory: 691 2022/08/07 19:52:33 - mmengine - INFO - Epoch(val) [10][5940/6282] eta: 0:00:17 time: 0.0510 data_time: 0.0061 memory: 676 2022/08/07 19:52:34 - mmengine - INFO - Epoch(val) [10][5960/6282] eta: 0:00:18 time: 0.0559 data_time: 0.0059 memory: 676 2022/08/07 19:52:35 - mmengine - INFO - Epoch(val) [10][5980/6282] eta: 0:00:15 time: 0.0529 data_time: 0.0052 memory: 676 2022/08/07 19:52:36 - mmengine - INFO - Epoch(val) [10][6000/6282] eta: 0:00:16 time: 0.0588 data_time: 0.0065 memory: 726 2022/08/07 19:52:38 - mmengine - INFO - Epoch(val) [10][6020/6282] eta: 0:00:16 time: 0.0629 data_time: 0.0059 memory: 726 2022/08/07 19:52:39 - mmengine - INFO - Epoch(val) [10][6040/6282] eta: 0:00:14 time: 0.0601 data_time: 0.0069 memory: 726 2022/08/07 19:52:40 - mmengine - INFO - Epoch(val) [10][6060/6282] eta: 0:00:13 time: 0.0612 data_time: 0.0080 memory: 726 2022/08/07 19:52:41 - mmengine - INFO - Epoch(val) [10][6080/6282] eta: 0:00:11 time: 0.0582 data_time: 0.0071 memory: 726 2022/08/07 19:52:43 - mmengine - INFO - Epoch(val) [10][6100/6282] eta: 0:00:14 time: 0.0819 data_time: 0.0299 memory: 726 2022/08/07 19:52:45 - mmengine - INFO - Epoch(val) [10][6120/6282] eta: 0:00:13 time: 0.0860 data_time: 0.0352 memory: 726 2022/08/07 19:52:46 - mmengine - INFO - Epoch(val) [10][6140/6282] eta: 0:00:11 time: 0.0821 data_time: 0.0313 memory: 726 2022/08/07 19:52:48 - mmengine - INFO - Epoch(val) [10][6160/6282] eta: 0:00:09 time: 0.0771 data_time: 0.0273 memory: 726 2022/08/07 19:52:49 - mmengine - INFO - Epoch(val) [10][6180/6282] eta: 0:00:07 time: 0.0700 data_time: 0.0204 memory: 726 2022/08/07 19:52:50 - mmengine - INFO - Epoch(val) [10][6200/6282] eta: 0:00:04 time: 0.0509 data_time: 0.0053 memory: 726 2022/08/07 19:52:52 - mmengine - INFO - Epoch(val) [10][6220/6282] eta: 0:00:04 time: 0.0766 data_time: 0.0053 memory: 726 2022/08/07 19:52:53 - mmengine - INFO - Epoch(val) [10][6240/6282] eta: 0:00:01 time: 0.0445 data_time: 0.0040 memory: 726 2022/08/07 19:52:54 - mmengine - INFO - Epoch(val) [10][6260/6282] eta: 0:00:00 time: 0.0414 data_time: 0.0031 memory: 726 2022/08/07 19:52:54 - mmengine - INFO - Epoch(val) [10][6280/6282] eta: 0:00:00 time: 0.0400 data_time: 0.0025 memory: 726 2022/08/07 19:56:48 - mmengine - INFO - Epoch(val) [10][6282/6282] mAP/mAP@0.5IOU: 0.2433 2022/08/07 19:57:12 - mmengine - INFO - Epoch(train) [11][20/1441] lr: 2.0000e-02 eta: 3:49:31 time: 1.2230 data_time: 0.3625 memory: 18616 grad_norm: 0.1073 recall@thr=0.5: 0.7986 prec@thr=0.5: 0.8472 recall@top3: 0.8611 prec@top3: 0.6759 recall@top5: 0.9491 prec@top5: 0.4556 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 19:57:29 - mmengine - INFO - Epoch(train) [11][40/1441] lr: 2.0000e-02 eta: 3:49:10 time: 0.8414 data_time: 0.0374 memory: 18616 grad_norm: 0.1072 recall@thr=0.5: 0.8050 prec@thr=0.5: 0.8582 recall@top3: 0.9149 prec@top3: 0.6738 recall@top5: 0.9894 prec@top5: 0.4340 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 19:57:47 - mmengine - INFO - Epoch(train) [11][60/1441] lr: 2.0000e-02 eta: 3:48:49 time: 0.8714 data_time: 0.0369 memory: 18616 grad_norm: 0.1072 recall@thr=0.5: 0.7426 prec@thr=0.5: 0.8407 recall@top3: 0.8315 prec@top3: 0.7111 recall@top5: 0.9500 prec@top5: 0.5022 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 19:58:04 - mmengine - INFO - Epoch(train) [11][80/1441] lr: 2.0000e-02 eta: 3:48:29 time: 0.8920 data_time: 0.0490 memory: 18616 grad_norm: 0.1090 recall@thr=0.5: 0.7144 prec@thr=0.5: 0.7556 recall@top3: 0.7848 prec@top3: 0.6444 recall@top5: 0.8985 prec@top5: 0.4578 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 19:58:21 - mmengine - INFO - Epoch(train) [11][100/1441] lr: 2.0000e-02 eta: 3:48:07 time: 0.8219 data_time: 0.0415 memory: 18616 grad_norm: 0.1117 recall@thr=0.5: 0.8288 prec@thr=0.5: 0.9257 recall@top3: 0.8559 prec@top3: 0.8018 recall@top5: 1.0000 prec@top5: 0.5568 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 19:58:38 - mmengine - INFO - Epoch(train) [11][120/1441] lr: 2.0000e-02 eta: 3:47:46 time: 0.8757 data_time: 0.0470 memory: 18616 grad_norm: 0.1079 recall@thr=0.5: 0.6997 prec@thr=0.5: 0.8059 recall@top3: 0.8757 prec@top3: 0.7222 recall@top5: 0.9222 prec@top5: 0.4667 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 19:58:56 - mmengine - INFO - Epoch(train) [11][140/1441] lr: 2.0000e-02 eta: 3:47:25 time: 0.8777 data_time: 0.0498 memory: 18616 grad_norm: 0.1112 recall@thr=0.5: 0.6950 prec@thr=0.5: 0.7677 recall@top3: 0.7813 prec@top3: 0.6800 recall@top5: 0.8887 prec@top5: 0.4760 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 19:59:13 - mmengine - INFO - Epoch(train) [11][160/1441] lr: 2.0000e-02 eta: 3:47:05 time: 0.8737 data_time: 0.0538 memory: 18616 grad_norm: 0.1091 recall@thr=0.5: 0.7537 prec@thr=0.5: 0.8455 recall@top3: 0.8407 prec@top3: 0.6748 recall@top5: 0.9346 prec@top5: 0.4683 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 19:59:30 - mmengine - INFO - Epoch(train) [11][180/1441] lr: 2.0000e-02 eta: 3:46:43 time: 0.8251 data_time: 0.0520 memory: 18616 grad_norm: 0.1111 recall@thr=0.5: 0.7844 prec@thr=0.5: 0.8827 recall@top3: 0.8170 prec@top3: 0.7755 recall@top5: 0.9449 prec@top5: 0.5510 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 19:59:47 - mmengine - INFO - Epoch(train) [11][200/1441] lr: 2.0000e-02 eta: 3:46:22 time: 0.8665 data_time: 0.0548 memory: 18616 grad_norm: 0.1127 recall@thr=0.5: 0.7873 prec@thr=0.5: 0.8289 recall@top3: 0.8333 prec@top3: 0.6842 recall@top5: 0.9561 prec@top5: 0.4842 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 20:00:04 - mmengine - INFO - Epoch(train) [11][220/1441] lr: 2.0000e-02 eta: 3:46:01 time: 0.8561 data_time: 0.0606 memory: 18616 grad_norm: 0.1143 recall@thr=0.5: 0.8479 prec@thr=0.5: 0.8375 recall@top3: 0.9021 prec@top3: 0.6667 recall@top5: 0.9708 prec@top5: 0.4400 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 20:00:22 - mmengine - INFO - Epoch(train) [11][240/1441] lr: 2.0000e-02 eta: 3:45:40 time: 0.8660 data_time: 0.0449 memory: 18616 grad_norm: 0.1141 recall@thr=0.5: 0.7279 prec@thr=0.5: 0.7874 recall@top3: 0.8102 prec@top3: 0.6463 recall@top5: 0.8759 prec@top5: 0.4327 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 20:00:39 - mmengine - INFO - Epoch(train) [11][260/1441] lr: 2.0000e-02 eta: 3:45:19 time: 0.8510 data_time: 0.0421 memory: 18616 grad_norm: 0.1101 recall@thr=0.5: 0.7350 prec@thr=0.5: 0.7600 recall@top3: 0.7433 prec@top3: 0.6400 recall@top5: 0.9000 prec@top5: 0.4760 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 20:00:56 - mmengine - INFO - Epoch(train) [11][280/1441] lr: 2.0000e-02 eta: 3:44:58 time: 0.8614 data_time: 0.0356 memory: 18616 grad_norm: 0.1135 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8854 recall@top3: 0.8924 prec@top3: 0.7639 recall@top5: 0.9444 prec@top5: 0.4875 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 20:01:13 - mmengine - INFO - Epoch(train) [11][300/1441] lr: 2.0000e-02 eta: 3:44:37 time: 0.8428 data_time: 0.0359 memory: 18616 grad_norm: 0.1163 recall@thr=0.5: 0.8896 prec@thr=0.5: 0.8784 recall@top3: 0.9459 prec@top3: 0.7117 recall@top5: 0.9932 prec@top5: 0.4541 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 20:01:30 - mmengine - INFO - Epoch(train) [11][320/1441] lr: 2.0000e-02 eta: 3:44:16 time: 0.8828 data_time: 0.0372 memory: 18616 grad_norm: 0.1127 recall@thr=0.5: 0.7826 prec@thr=0.5: 0.8593 recall@top3: 0.8467 prec@top3: 0.7556 recall@top5: 0.9474 prec@top5: 0.5244 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 20:01:47 - mmengine - INFO - Epoch(train) [11][340/1441] lr: 2.0000e-02 eta: 3:43:55 time: 0.8498 data_time: 0.0397 memory: 18616 grad_norm: 0.1144 recall@thr=0.5: 0.7634 prec@thr=0.5: 0.9140 recall@top3: 0.8333 prec@top3: 0.6559 recall@top5: 0.9651 prec@top5: 0.4710 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:02:05 - mmengine - INFO - Epoch(train) [11][360/1441] lr: 2.0000e-02 eta: 3:43:35 time: 0.8722 data_time: 0.0500 memory: 18616 grad_norm: 0.1142 recall@thr=0.5: 0.6968 prec@thr=0.5: 0.7269 recall@top3: 0.8981 prec@top3: 0.6019 recall@top5: 0.9861 prec@top5: 0.4056 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 20:02:21 - mmengine - INFO - Epoch(train) [11][380/1441] lr: 2.0000e-02 eta: 3:43:13 time: 0.8169 data_time: 0.0438 memory: 18616 grad_norm: 0.1130 recall@thr=0.5: 0.6777 prec@thr=0.5: 0.7075 recall@top3: 0.7799 prec@top3: 0.6038 recall@top5: 0.8868 prec@top5: 0.4189 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 20:02:38 - mmengine - INFO - Epoch(train) [11][400/1441] lr: 2.0000e-02 eta: 3:42:52 time: 0.8462 data_time: 0.0331 memory: 18616 grad_norm: 0.1133 recall@thr=0.5: 0.7786 prec@thr=0.5: 0.8762 recall@top3: 0.9262 prec@top3: 0.6571 recall@top5: 0.9905 prec@top5: 0.4286 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 20:02:56 - mmengine - INFO - Epoch(train) [11][420/1441] lr: 2.0000e-02 eta: 3:42:31 time: 0.8765 data_time: 0.0475 memory: 18616 grad_norm: 0.1140 recall@thr=0.5: 0.8130 prec@thr=0.5: 0.8852 recall@top3: 0.8722 prec@top3: 0.7259 recall@top5: 0.9667 prec@top5: 0.4756 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:03:13 - mmengine - INFO - Epoch(train) [11][440/1441] lr: 2.0000e-02 eta: 3:42:11 time: 0.8695 data_time: 0.0357 memory: 18616 grad_norm: 0.1166 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.6967 recall@top3: 0.7843 prec@top3: 0.6340 recall@top5: 0.9412 prec@top5: 0.4627 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 20:03:30 - mmengine - INFO - Epoch(train) [11][460/1441] lr: 2.0000e-02 eta: 3:41:50 time: 0.8671 data_time: 0.0446 memory: 18616 grad_norm: 0.1133 recall@thr=0.5: 0.7209 prec@thr=0.5: 0.7794 recall@top3: 0.7752 prec@top3: 0.6536 recall@top5: 0.9673 prec@top5: 0.4941 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 20:03:48 - mmengine - INFO - Epoch(train) [11][480/1441] lr: 2.0000e-02 eta: 3:41:29 time: 0.8595 data_time: 0.0355 memory: 18616 grad_norm: 0.1108 recall@thr=0.5: 0.7711 prec@thr=0.5: 0.8655 recall@top3: 0.8374 prec@top3: 0.7485 recall@top5: 0.9594 prec@top5: 0.5263 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 20:04:04 - mmengine - INFO - Epoch(train) [11][500/1441] lr: 2.0000e-02 eta: 3:41:08 time: 0.8435 data_time: 0.0338 memory: 18616 grad_norm: 0.1148 recall@thr=0.5: 0.8631 prec@thr=0.5: 0.9389 recall@top3: 0.8968 prec@top3: 0.7619 recall@top5: 0.9603 prec@top5: 0.5048 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 20:04:21 - mmengine - INFO - Epoch(train) [11][520/1441] lr: 2.0000e-02 eta: 3:40:46 time: 0.8203 data_time: 0.0364 memory: 18616 grad_norm: 0.1167 recall@thr=0.5: 0.8186 prec@thr=0.5: 0.8154 recall@top3: 0.8873 prec@top3: 0.7124 recall@top5: 0.9771 prec@top5: 0.4863 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 20:04:38 - mmengine - INFO - Epoch(train) [11][540/1441] lr: 2.0000e-02 eta: 3:40:26 time: 0.8626 data_time: 0.0459 memory: 18616 grad_norm: 0.1166 recall@thr=0.5: 0.7310 prec@thr=0.5: 0.8275 recall@top3: 0.8454 prec@top3: 0.6601 recall@top5: 0.9346 prec@top5: 0.4549 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 20:04:56 - mmengine - INFO - Epoch(train) [11][560/1441] lr: 2.0000e-02 eta: 3:40:05 time: 0.8690 data_time: 0.0349 memory: 18616 grad_norm: 0.1150 recall@thr=0.5: 0.8353 prec@thr=0.5: 0.8605 recall@top3: 0.8740 prec@top3: 0.6279 recall@top5: 0.9884 prec@top5: 0.4512 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:05:12 - mmengine - INFO - Epoch(train) [11][580/1441] lr: 2.0000e-02 eta: 3:39:43 time: 0.8242 data_time: 0.0403 memory: 18616 grad_norm: 0.1150 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8037 recall@top3: 0.8500 prec@top3: 0.6815 recall@top5: 0.9481 prec@top5: 0.4578 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:05:21 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 20:05:29 - mmengine - INFO - Epoch(train) [11][600/1441] lr: 2.0000e-02 eta: 3:39:23 time: 0.8649 data_time: 0.0427 memory: 18616 grad_norm: 0.1153 recall@thr=0.5: 0.7858 prec@thr=0.5: 0.7824 recall@top3: 0.8525 prec@top3: 0.7107 recall@top5: 0.9261 prec@top5: 0.4755 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 20:05:46 - mmengine - INFO - Epoch(train) [11][620/1441] lr: 2.0000e-02 eta: 3:39:02 time: 0.8431 data_time: 0.0320 memory: 18616 grad_norm: 0.1161 recall@thr=0.5: 0.7963 prec@thr=0.5: 0.7556 recall@top3: 0.9037 prec@top3: 0.6444 recall@top5: 0.9815 prec@top5: 0.4267 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 20:06:03 - mmengine - INFO - Epoch(train) [11][640/1441] lr: 2.0000e-02 eta: 3:38:41 time: 0.8399 data_time: 0.0375 memory: 18616 grad_norm: 0.1148 recall@thr=0.5: 0.9042 prec@thr=0.5: 0.9229 recall@top3: 0.8967 prec@top3: 0.7917 recall@top5: 0.9854 prec@top5: 0.5400 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 20:06:19 - mmengine - INFO - Epoch(train) [11][660/1441] lr: 2.0000e-02 eta: 3:38:19 time: 0.8186 data_time: 0.0399 memory: 18616 grad_norm: 0.1145 recall@thr=0.5: 0.8208 prec@thr=0.5: 0.8979 recall@top3: 0.9458 prec@top3: 0.7583 recall@top5: 0.9667 prec@top5: 0.4700 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 20:06:36 - mmengine - INFO - Epoch(train) [11][680/1441] lr: 2.0000e-02 eta: 3:37:58 time: 0.8563 data_time: 0.0426 memory: 18616 grad_norm: 0.1168 recall@thr=0.5: 0.7790 prec@thr=0.5: 0.8569 recall@top3: 0.8659 prec@top3: 0.7246 recall@top5: 0.9674 prec@top5: 0.5000 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 20:06:53 - mmengine - INFO - Epoch(train) [11][700/1441] lr: 2.0000e-02 eta: 3:37:37 time: 0.8417 data_time: 0.0349 memory: 18616 grad_norm: 0.1171 recall@thr=0.5: 0.7154 prec@thr=0.5: 0.8008 recall@top3: 0.8598 prec@top3: 0.7561 recall@top5: 0.9431 prec@top5: 0.4976 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 20:07:10 - mmengine - INFO - Epoch(train) [11][720/1441] lr: 2.0000e-02 eta: 3:37:16 time: 0.8564 data_time: 0.0418 memory: 18616 grad_norm: 0.1160 recall@thr=0.5: 0.8351 prec@thr=0.5: 0.8667 recall@top3: 0.8854 prec@top3: 0.6042 recall@top5: 0.9740 prec@top5: 0.4167 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 20:07:27 - mmengine - INFO - Epoch(train) [11][740/1441] lr: 2.0000e-02 eta: 3:36:55 time: 0.8445 data_time: 0.0448 memory: 18616 grad_norm: 0.1164 recall@thr=0.5: 0.7814 prec@thr=0.5: 0.8931 recall@top3: 0.8318 prec@top3: 0.7610 recall@top5: 0.9528 prec@top5: 0.5245 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:07:44 - mmengine - INFO - Epoch(train) [11][760/1441] lr: 2.0000e-02 eta: 3:36:34 time: 0.8453 data_time: 0.0363 memory: 18616 grad_norm: 0.1151 recall@thr=0.5: 0.7851 prec@thr=0.5: 0.8158 recall@top3: 0.8202 prec@top3: 0.6754 recall@top5: 0.9737 prec@top5: 0.4789 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:08:01 - mmengine - INFO - Epoch(train) [11][780/1441] lr: 2.0000e-02 eta: 3:36:13 time: 0.8455 data_time: 0.0341 memory: 18616 grad_norm: 0.1145 recall@thr=0.5: 0.7560 prec@thr=0.5: 0.7639 recall@top3: 0.8194 prec@top3: 0.5952 recall@top5: 0.9583 prec@top5: 0.4143 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 20:08:19 - mmengine - INFO - Epoch(train) [11][800/1441] lr: 2.0000e-02 eta: 3:35:53 time: 0.8673 data_time: 0.0380 memory: 18616 grad_norm: 0.1141 recall@thr=0.5: 0.7876 prec@thr=0.5: 0.8025 recall@top3: 0.8323 prec@top3: 0.8227 recall@top5: 0.9291 prec@top5: 0.5660 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 20:08:35 - mmengine - INFO - Epoch(train) [11][820/1441] lr: 2.0000e-02 eta: 3:35:32 time: 0.8450 data_time: 0.0396 memory: 18616 grad_norm: 0.1130 recall@thr=0.5: 0.7567 prec@thr=0.5: 0.8300 recall@top3: 0.8933 prec@top3: 0.7267 recall@top5: 0.9550 prec@top5: 0.4720 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 20:08:52 - mmengine - INFO - Epoch(train) [11][840/1441] lr: 2.0000e-02 eta: 3:35:11 time: 0.8374 data_time: 0.0469 memory: 18616 grad_norm: 0.1161 recall@thr=0.5: 0.8090 prec@thr=0.5: 0.7847 recall@top3: 0.8628 prec@top3: 0.5833 recall@top5: 0.9653 prec@top5: 0.3958 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 20:09:09 - mmengine - INFO - Epoch(train) [11][860/1441] lr: 2.0000e-02 eta: 3:34:50 time: 0.8580 data_time: 0.0329 memory: 18616 grad_norm: 0.1174 recall@thr=0.5: 0.7574 prec@thr=0.5: 0.8024 recall@top3: 0.8125 prec@top3: 0.7202 recall@top5: 0.9479 prec@top5: 0.5214 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 20:09:26 - mmengine - INFO - Epoch(train) [11][880/1441] lr: 2.0000e-02 eta: 3:34:29 time: 0.8414 data_time: 0.0360 memory: 18616 grad_norm: 0.1198 recall@thr=0.5: 0.8197 prec@thr=0.5: 0.7959 recall@top3: 0.8639 prec@top3: 0.6599 recall@top5: 0.9728 prec@top5: 0.4408 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 20:09:43 - mmengine - INFO - Epoch(train) [11][900/1441] lr: 2.0000e-02 eta: 3:34:08 time: 0.8504 data_time: 0.0394 memory: 18616 grad_norm: 0.1215 recall@thr=0.5: 0.8135 prec@thr=0.5: 0.8373 recall@top3: 0.8671 prec@top3: 0.6508 recall@top5: 0.9563 prec@top5: 0.4333 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 20:10:00 - mmengine - INFO - Epoch(train) [11][920/1441] lr: 2.0000e-02 eta: 3:33:48 time: 0.8473 data_time: 0.0381 memory: 18616 grad_norm: 0.1159 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.8516 recall@top3: 0.8490 prec@top3: 0.7396 recall@top5: 0.9167 prec@top5: 0.4875 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:10:18 - mmengine - INFO - Epoch(train) [11][940/1441] lr: 2.0000e-02 eta: 3:33:27 time: 0.8701 data_time: 0.0343 memory: 18616 grad_norm: 0.1177 recall@thr=0.5: 0.7291 prec@thr=0.5: 0.7791 recall@top3: 0.7857 prec@top3: 0.6744 recall@top5: 0.9093 prec@top5: 0.4837 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 20:10:35 - mmengine - INFO - Epoch(train) [11][960/1441] lr: 2.0000e-02 eta: 3:33:07 time: 0.8569 data_time: 0.0381 memory: 18616 grad_norm: 0.1182 recall@thr=0.5: 0.7339 prec@thr=0.5: 0.8024 recall@top3: 0.8575 prec@top3: 0.6828 recall@top5: 0.9664 prec@top5: 0.4645 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:10:52 - mmengine - INFO - Epoch(train) [11][980/1441] lr: 2.0000e-02 eta: 3:32:46 time: 0.8685 data_time: 0.0377 memory: 18616 grad_norm: 0.1166 recall@thr=0.5: 0.7623 prec@thr=0.5: 0.8137 recall@top3: 0.8701 prec@top3: 0.7647 recall@top5: 0.9436 prec@top5: 0.5118 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 20:11:09 - mmengine - INFO - Epoch(train) [11][1000/1441] lr: 2.0000e-02 eta: 3:32:25 time: 0.8476 data_time: 0.0402 memory: 18616 grad_norm: 0.1187 recall@thr=0.5: 0.6465 prec@thr=0.5: 0.7518 recall@top3: 0.7759 prec@top3: 0.6241 recall@top5: 0.8358 prec@top5: 0.4170 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 20:11:26 - mmengine - INFO - Epoch(train) [11][1020/1441] lr: 2.0000e-02 eta: 3:32:05 time: 0.8526 data_time: 0.0355 memory: 18616 grad_norm: 0.1181 recall@thr=0.5: 0.5816 prec@thr=0.5: 0.7708 recall@top3: 0.7292 prec@top3: 0.5972 recall@top5: 0.8924 prec@top5: 0.4417 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 20:11:43 - mmengine - INFO - Epoch(train) [11][1040/1441] lr: 2.0000e-02 eta: 3:31:44 time: 0.8438 data_time: 0.0394 memory: 18616 grad_norm: 0.1169 recall@thr=0.5: 0.8004 prec@thr=0.5: 0.8435 recall@top3: 0.8687 prec@top3: 0.6992 recall@top5: 0.9516 prec@top5: 0.4732 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 20:11:59 - mmengine - INFO - Epoch(train) [11][1060/1441] lr: 2.0000e-02 eta: 3:31:23 time: 0.8289 data_time: 0.0355 memory: 18616 grad_norm: 0.1126 recall@thr=0.5: 0.8638 prec@thr=0.5: 0.8766 recall@top3: 0.8878 prec@top3: 0.7051 recall@top5: 0.9247 prec@top5: 0.4462 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 20:12:17 - mmengine - INFO - Epoch(train) [11][1080/1441] lr: 2.0000e-02 eta: 3:31:02 time: 0.8577 data_time: 0.0514 memory: 18616 grad_norm: 0.1186 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.8463 recall@top3: 0.8963 prec@top3: 0.6667 recall@top5: 0.9926 prec@top5: 0.4489 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 20:12:34 - mmengine - INFO - Epoch(train) [11][1100/1441] lr: 2.0000e-02 eta: 3:30:42 time: 0.8802 data_time: 0.0465 memory: 18616 grad_norm: 0.1175 recall@thr=0.5: 0.8417 prec@thr=0.5: 0.8429 recall@top3: 0.8513 prec@top3: 0.6667 recall@top5: 0.9817 prec@top5: 0.4654 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 20:12:51 - mmengine - INFO - Epoch(train) [11][1120/1441] lr: 2.0000e-02 eta: 3:30:20 time: 0.8135 data_time: 0.0338 memory: 18616 grad_norm: 0.1201 recall@thr=0.5: 0.5990 prec@thr=0.5: 0.6985 recall@top3: 0.7265 prec@top3: 0.6569 recall@top5: 0.8971 prec@top5: 0.4941 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:13:08 - mmengine - INFO - Epoch(train) [11][1140/1441] lr: 2.0000e-02 eta: 3:30:00 time: 0.8688 data_time: 0.0540 memory: 18616 grad_norm: 0.1161 recall@thr=0.5: 0.7535 prec@thr=0.5: 0.9167 recall@top3: 0.8715 prec@top3: 0.7639 recall@top5: 0.9653 prec@top5: 0.5208 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 20:13:25 - mmengine - INFO - Epoch(train) [11][1160/1441] lr: 2.0000e-02 eta: 3:29:39 time: 0.8498 data_time: 0.0366 memory: 18616 grad_norm: 0.1176 recall@thr=0.5: 0.7817 prec@thr=0.5: 0.7976 recall@top3: 0.8532 prec@top3: 0.6429 recall@top5: 0.9405 prec@top5: 0.4381 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 20:13:42 - mmengine - INFO - Epoch(train) [11][1180/1441] lr: 2.0000e-02 eta: 3:29:19 time: 0.8614 data_time: 0.0351 memory: 18616 grad_norm: 0.1152 recall@thr=0.5: 0.7793 prec@thr=0.5: 0.7658 recall@top3: 0.8063 prec@top3: 0.6126 recall@top5: 0.9324 prec@top5: 0.4216 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 20:13:59 - mmengine - INFO - Epoch(train) [11][1200/1441] lr: 2.0000e-02 eta: 3:28:58 time: 0.8534 data_time: 0.0326 memory: 18616 grad_norm: 0.1178 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.7583 recall@top3: 0.8646 prec@top3: 0.7083 recall@top5: 0.9625 prec@top5: 0.4800 loss_action_cls: 0.0285 loss: 0.0285 2022/08/07 20:14:16 - mmengine - INFO - Epoch(train) [11][1220/1441] lr: 2.0000e-02 eta: 3:28:38 time: 0.8619 data_time: 0.0344 memory: 18616 grad_norm: 0.1193 recall@thr=0.5: 0.8793 prec@thr=0.5: 0.8622 recall@top3: 0.9456 prec@top3: 0.7483 recall@top5: 0.9949 prec@top5: 0.4776 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:14:33 - mmengine - INFO - Epoch(train) [11][1240/1441] lr: 2.0000e-02 eta: 3:28:17 time: 0.8410 data_time: 0.0417 memory: 18616 grad_norm: 0.1161 recall@thr=0.5: 0.7926 prec@thr=0.5: 0.8444 recall@top3: 0.8407 prec@top3: 0.6815 recall@top5: 0.9481 prec@top5: 0.4711 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 20:14:50 - mmengine - INFO - Epoch(train) [11][1260/1441] lr: 2.0000e-02 eta: 3:27:56 time: 0.8381 data_time: 0.0354 memory: 18616 grad_norm: 0.1187 recall@thr=0.5: 0.7622 prec@thr=0.5: 0.8598 recall@top3: 0.8049 prec@top3: 0.6179 recall@top5: 0.9024 prec@top5: 0.4293 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 20:15:08 - mmengine - INFO - Epoch(train) [11][1280/1441] lr: 2.0000e-02 eta: 3:27:36 time: 0.8817 data_time: 0.0432 memory: 18616 grad_norm: 0.1223 recall@thr=0.5: 0.8037 prec@thr=0.5: 0.8519 recall@top3: 0.8019 prec@top3: 0.7852 recall@top5: 0.9296 prec@top5: 0.5556 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 20:15:25 - mmengine - INFO - Epoch(train) [11][1300/1441] lr: 2.0000e-02 eta: 3:27:15 time: 0.8450 data_time: 0.0362 memory: 18616 grad_norm: 0.1184 recall@thr=0.5: 0.8745 prec@thr=0.5: 0.9082 recall@top3: 0.8833 prec@top3: 0.7619 recall@top5: 0.9898 prec@top5: 0.5265 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 20:15:42 - mmengine - INFO - Epoch(train) [11][1320/1441] lr: 2.0000e-02 eta: 3:26:55 time: 0.8577 data_time: 0.0404 memory: 18616 grad_norm: 0.1178 recall@thr=0.5: 0.7563 prec@thr=0.5: 0.7996 recall@top3: 0.7762 prec@top3: 0.7143 recall@top5: 0.9742 prec@top5: 0.5714 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 20:15:59 - mmengine - INFO - Epoch(train) [11][1340/1441] lr: 2.0000e-02 eta: 3:26:34 time: 0.8417 data_time: 0.0408 memory: 18616 grad_norm: 0.1193 recall@thr=0.5: 0.6921 prec@thr=0.5: 0.8477 recall@top3: 0.7755 prec@top3: 0.6574 recall@top5: 0.9282 prec@top5: 0.4944 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 20:16:15 - mmengine - INFO - Epoch(train) [11][1360/1441] lr: 2.0000e-02 eta: 3:26:13 time: 0.8349 data_time: 0.0334 memory: 18616 grad_norm: 0.1186 recall@thr=0.5: 0.7783 prec@thr=0.5: 0.7750 recall@top3: 0.8150 prec@top3: 0.6067 recall@top5: 0.9467 prec@top5: 0.4240 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 20:16:32 - mmengine - INFO - Epoch(train) [11][1380/1441] lr: 2.0000e-02 eta: 3:25:53 time: 0.8419 data_time: 0.0323 memory: 18616 grad_norm: 0.1203 recall@thr=0.5: 0.6896 prec@thr=0.5: 0.7687 recall@top3: 0.7850 prec@top3: 0.6083 recall@top5: 0.9258 prec@top5: 0.4500 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 20:16:49 - mmengine - INFO - Epoch(train) [11][1400/1441] lr: 2.0000e-02 eta: 3:25:32 time: 0.8517 data_time: 0.0423 memory: 18616 grad_norm: 0.1156 recall@thr=0.5: 0.6582 prec@thr=0.5: 0.8428 recall@top3: 0.7711 prec@top3: 0.7044 recall@top5: 0.9333 prec@top5: 0.5283 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 20:17:06 - mmengine - INFO - Epoch(train) [11][1420/1441] lr: 2.0000e-02 eta: 3:25:11 time: 0.8439 data_time: 0.0325 memory: 18616 grad_norm: 0.1186 recall@thr=0.5: 0.6576 prec@thr=0.5: 0.7986 recall@top3: 0.7861 prec@top3: 0.6181 recall@top5: 0.9368 prec@top5: 0.4500 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 20:17:22 - mmengine - INFO - Epoch(train) [11][1440/1441] lr: 2.0000e-02 eta: 3:24:50 time: 0.8044 data_time: 0.0363 memory: 18616 grad_norm: 0.1195 recall@thr=0.5: 0.8389 prec@thr=0.5: 0.8792 recall@top3: 0.8569 prec@top3: 0.7667 recall@top5: 0.9583 prec@top5: 0.5300 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 20:17:23 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 20:17:23 - mmengine - INFO - Epoch(train) [11][1441/1441] lr: 2.0000e-02 eta: 3:24:50 time: 0.7863 data_time: 0.0331 memory: 9568 grad_norm: 0.1216 recall@thr=0.5: 0.7101 prec@thr=0.5: 0.8116 recall@top3: 0.8913 prec@top3: 0.6667 recall@top5: 0.9565 prec@top5: 0.4435 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 20:17:23 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/08/07 20:17:28 - mmengine - INFO - Epoch(val) [11][20/6282] eta: 0:07:05 time: 0.0680 data_time: 0.0211 memory: 663 2022/08/07 20:17:29 - mmengine - INFO - Epoch(val) [11][40/6282] eta: 0:05:27 time: 0.0524 data_time: 0.0058 memory: 663 2022/08/07 20:17:30 - mmengine - INFO - Epoch(val) [11][60/6282] eta: 0:05:06 time: 0.0492 data_time: 0.0044 memory: 663 2022/08/07 20:17:31 - mmengine - INFO - Epoch(val) [11][80/6282] eta: 0:05:23 time: 0.0521 data_time: 0.0061 memory: 663 2022/08/07 20:17:32 - mmengine - INFO - Epoch(val) [11][100/6282] eta: 0:05:19 time: 0.0516 data_time: 0.0051 memory: 663 2022/08/07 20:17:33 - mmengine - INFO - Epoch(val) [11][120/6282] eta: 0:05:52 time: 0.0572 data_time: 0.0060 memory: 726 2022/08/07 20:17:34 - mmengine - INFO - Epoch(val) [11][140/6282] eta: 0:05:52 time: 0.0573 data_time: 0.0057 memory: 726 2022/08/07 20:17:36 - mmengine - INFO - Epoch(val) [11][160/6282] eta: 0:06:41 time: 0.0656 data_time: 0.0112 memory: 726 2022/08/07 20:17:37 - mmengine - INFO - Epoch(val) [11][180/6282] eta: 0:06:04 time: 0.0598 data_time: 0.0073 memory: 726 2022/08/07 20:17:38 - mmengine - INFO - Epoch(val) [11][200/6282] eta: 0:06:25 time: 0.0634 data_time: 0.0078 memory: 726 2022/08/07 20:17:39 - mmengine - INFO - Epoch(val) [11][220/6282] eta: 0:06:02 time: 0.0597 data_time: 0.0067 memory: 676 2022/08/07 20:17:40 - mmengine - INFO - Epoch(val) [11][240/6282] eta: 0:05:36 time: 0.0557 data_time: 0.0074 memory: 676 2022/08/07 20:17:42 - mmengine - INFO - Epoch(val) [11][260/6282] eta: 0:05:08 time: 0.0512 data_time: 0.0064 memory: 676 2022/08/07 20:17:43 - mmengine - INFO - Epoch(val) [11][280/6282] eta: 0:05:27 time: 0.0546 data_time: 0.0077 memory: 676 2022/08/07 20:17:44 - mmengine - INFO - Epoch(val) [11][300/6282] eta: 0:09:00 time: 0.0904 data_time: 0.0052 memory: 726 2022/08/07 20:17:46 - mmengine - INFO - Epoch(val) [11][320/6282] eta: 0:06:42 time: 0.0674 data_time: 0.0105 memory: 726 2022/08/07 20:17:48 - mmengine - INFO - Epoch(val) [11][340/6282] eta: 0:08:30 time: 0.0860 data_time: 0.0314 memory: 726 2022/08/07 20:17:49 - mmengine - INFO - Epoch(val) [11][360/6282] eta: 0:08:29 time: 0.0861 data_time: 0.0292 memory: 726 2022/08/07 20:17:51 - mmengine - INFO - Epoch(val) [11][380/6282] eta: 0:09:30 time: 0.0967 data_time: 0.0399 memory: 726 2022/08/07 20:17:53 - mmengine - INFO - Epoch(val) [11][400/6282] eta: 0:06:56 time: 0.0708 data_time: 0.0173 memory: 726 2022/08/07 20:17:54 - mmengine - INFO - Epoch(val) [11][420/6282] eta: 0:05:53 time: 0.0603 data_time: 0.0108 memory: 677 2022/08/07 20:17:55 - mmengine - INFO - Epoch(val) [11][440/6282] eta: 0:05:31 time: 0.0568 data_time: 0.0070 memory: 677 2022/08/07 20:17:57 - mmengine - INFO - Epoch(val) [11][460/6282] eta: 0:07:35 time: 0.0783 data_time: 0.0086 memory: 677 2022/08/07 20:17:58 - mmengine - INFO - Epoch(val) [11][480/6282] eta: 0:05:25 time: 0.0560 data_time: 0.0068 memory: 677 2022/08/07 20:17:59 - mmengine - INFO - Epoch(val) [11][500/6282] eta: 0:05:17 time: 0.0550 data_time: 0.0071 memory: 677 2022/08/07 20:18:00 - mmengine - INFO - Epoch(val) [11][520/6282] eta: 0:05:27 time: 0.0568 data_time: 0.0071 memory: 676 2022/08/07 20:18:01 - mmengine - INFO - Epoch(val) [11][540/6282] eta: 0:04:35 time: 0.0480 data_time: 0.0059 memory: 676 2022/08/07 20:18:02 - mmengine - INFO - Epoch(val) [11][560/6282] eta: 0:04:38 time: 0.0487 data_time: 0.0041 memory: 676 2022/08/07 20:18:03 - mmengine - INFO - Epoch(val) [11][580/6282] eta: 0:04:52 time: 0.0512 data_time: 0.0056 memory: 676 2022/08/07 20:18:04 - mmengine - INFO - Epoch(val) [11][600/6282] eta: 0:04:48 time: 0.0507 data_time: 0.0057 memory: 676 2022/08/07 20:18:05 - mmengine - INFO - Epoch(val) [11][620/6282] eta: 0:05:00 time: 0.0530 data_time: 0.0065 memory: 676 2022/08/07 20:18:06 - mmengine - INFO - Epoch(val) [11][640/6282] eta: 0:04:32 time: 0.0482 data_time: 0.0053 memory: 670 2022/08/07 20:18:07 - mmengine - INFO - Epoch(val) [11][660/6282] eta: 0:04:31 time: 0.0483 data_time: 0.0052 memory: 670 2022/08/07 20:18:08 - mmengine - INFO - Epoch(val) [11][680/6282] eta: 0:04:23 time: 0.0470 data_time: 0.0046 memory: 670 2022/08/07 20:18:09 - mmengine - INFO - Epoch(val) [11][700/6282] eta: 0:04:15 time: 0.0458 data_time: 0.0044 memory: 670 2022/08/07 20:18:11 - mmengine - INFO - Epoch(val) [11][720/6282] eta: 0:11:44 time: 0.1266 data_time: 0.0767 memory: 726 2022/08/07 20:18:15 - mmengine - INFO - Epoch(val) [11][740/6282] eta: 0:17:14 time: 0.1867 data_time: 0.1366 memory: 726 2022/08/07 20:18:18 - mmengine - INFO - Epoch(val) [11][760/6282] eta: 0:12:45 time: 0.1385 data_time: 0.0898 memory: 726 2022/08/07 20:18:21 - mmengine - INFO - Epoch(val) [11][780/6282] eta: 0:15:36 time: 0.1701 data_time: 0.1219 memory: 726 2022/08/07 20:18:24 - mmengine - INFO - Epoch(val) [11][800/6282] eta: 0:12:21 time: 0.1352 data_time: 0.0795 memory: 726 2022/08/07 20:18:26 - mmengine - INFO - Epoch(val) [11][820/6282] eta: 0:08:59 time: 0.0987 data_time: 0.0465 memory: 726 2022/08/07 20:18:27 - mmengine - INFO - Epoch(val) [11][840/6282] eta: 0:04:53 time: 0.0540 data_time: 0.0057 memory: 676 2022/08/07 20:18:28 - mmengine - INFO - Epoch(val) [11][860/6282] eta: 0:04:51 time: 0.0537 data_time: 0.0054 memory: 676 2022/08/07 20:18:29 - mmengine - INFO - Epoch(val) [11][880/6282] eta: 0:04:41 time: 0.0521 data_time: 0.0059 memory: 676 2022/08/07 20:18:30 - mmengine - INFO - Epoch(val) [11][900/6282] eta: 0:04:50 time: 0.0540 data_time: 0.0066 memory: 676 2022/08/07 20:18:31 - mmengine - INFO - Epoch(val) [11][920/6282] eta: 0:04:48 time: 0.0538 data_time: 0.0076 memory: 676 2022/08/07 20:18:33 - mmengine - INFO - Epoch(val) [11][940/6282] eta: 0:04:46 time: 0.0537 data_time: 0.0074 memory: 663 2022/08/07 20:18:34 - mmengine - INFO - Epoch(val) [11][960/6282] eta: 0:05:36 time: 0.0631 data_time: 0.0060 memory: 663 2022/08/07 20:18:35 - mmengine - INFO - Epoch(val) [11][980/6282] eta: 0:04:52 time: 0.0551 data_time: 0.0065 memory: 663 2022/08/07 20:18:36 - mmengine - INFO - Epoch(val) [11][1000/6282] eta: 0:04:18 time: 0.0490 data_time: 0.0056 memory: 663 2022/08/07 20:18:37 - mmengine - INFO - Epoch(val) [11][1020/6282] eta: 0:04:38 time: 0.0529 data_time: 0.0048 memory: 676 2022/08/07 20:18:38 - mmengine - INFO - Epoch(val) [11][1040/6282] eta: 0:04:46 time: 0.0547 data_time: 0.0057 memory: 676 2022/08/07 20:18:39 - mmengine - INFO - Epoch(val) [11][1060/6282] eta: 0:04:44 time: 0.0545 data_time: 0.0062 memory: 676 2022/08/07 20:18:40 - mmengine - INFO - Epoch(val) [11][1080/6282] eta: 0:04:40 time: 0.0540 data_time: 0.0059 memory: 676 2022/08/07 20:18:41 - mmengine - INFO - Epoch(val) [11][1100/6282] eta: 0:04:59 time: 0.0578 data_time: 0.0075 memory: 676 2022/08/07 20:18:43 - mmengine - INFO - Epoch(val) [11][1120/6282] eta: 0:04:35 time: 0.0535 data_time: 0.0058 memory: 676 2022/08/07 20:18:44 - mmengine - INFO - Epoch(val) [11][1140/6282] eta: 0:06:10 time: 0.0720 data_time: 0.0077 memory: 676 2022/08/07 20:18:45 - mmengine - INFO - Epoch(val) [11][1160/6282] eta: 0:04:33 time: 0.0534 data_time: 0.0055 memory: 676 2022/08/07 20:18:46 - mmengine - INFO - Epoch(val) [11][1180/6282] eta: 0:04:02 time: 0.0475 data_time: 0.0061 memory: 676 2022/08/07 20:18:47 - mmengine - INFO - Epoch(val) [11][1200/6282] eta: 0:03:36 time: 0.0426 data_time: 0.0042 memory: 676 2022/08/07 20:18:48 - mmengine - INFO - Epoch(val) [11][1220/6282] eta: 0:03:51 time: 0.0457 data_time: 0.0053 memory: 676 2022/08/07 20:18:51 - mmengine - INFO - Epoch(val) [11][1240/6282] eta: 0:13:57 time: 0.1660 data_time: 0.1159 memory: 726 2022/08/07 20:18:54 - mmengine - INFO - Epoch(val) [11][1260/6282] eta: 0:12:03 time: 0.1440 data_time: 0.0834 memory: 726 2022/08/07 20:18:57 - mmengine - INFO - Epoch(val) [11][1280/6282] eta: 0:14:12 time: 0.1705 data_time: 0.1213 memory: 726 2022/08/07 20:19:00 - mmengine - INFO - Epoch(val) [11][1300/6282] eta: 0:11:15 time: 0.1356 data_time: 0.0888 memory: 726 2022/08/07 20:19:04 - mmengine - INFO - Epoch(val) [11][1320/6282] eta: 0:15:15 time: 0.1845 data_time: 0.1375 memory: 726 2022/08/07 20:19:07 - mmengine - INFO - Epoch(val) [11][1340/6282] eta: 0:11:20 time: 0.1377 data_time: 0.0879 memory: 726 2022/08/07 20:19:10 - mmengine - INFO - Epoch(val) [11][1360/6282] eta: 0:13:52 time: 0.1691 data_time: 0.1241 memory: 726 2022/08/07 20:19:13 - mmengine - INFO - Epoch(val) [11][1380/6282] eta: 0:10:26 time: 0.1278 data_time: 0.0797 memory: 726 2022/08/07 20:19:16 - mmengine - INFO - Epoch(val) [11][1400/6282] eta: 0:13:46 time: 0.1694 data_time: 0.1116 memory: 726 2022/08/07 20:19:19 - mmengine - INFO - Epoch(val) [11][1420/6282] eta: 0:10:20 time: 0.1277 data_time: 0.0804 memory: 726 2022/08/07 20:19:21 - mmengine - INFO - Epoch(val) [11][1440/6282] eta: 0:08:45 time: 0.1086 data_time: 0.0547 memory: 726 2022/08/07 20:19:22 - mmengine - INFO - Epoch(val) [11][1460/6282] eta: 0:04:59 time: 0.0621 data_time: 0.0062 memory: 726 2022/08/07 20:19:23 - mmengine - INFO - Epoch(val) [11][1480/6282] eta: 0:05:15 time: 0.0656 data_time: 0.0078 memory: 726 2022/08/07 20:19:25 - mmengine - INFO - Epoch(val) [11][1500/6282] eta: 0:04:53 time: 0.0614 data_time: 0.0076 memory: 726 2022/08/07 20:19:26 - mmengine - INFO - Epoch(val) [11][1520/6282] eta: 0:04:51 time: 0.0613 data_time: 0.0056 memory: 798 2022/08/07 20:19:27 - mmengine - INFO - Epoch(val) [11][1540/6282] eta: 0:05:40 time: 0.0719 data_time: 0.0095 memory: 798 2022/08/07 20:19:29 - mmengine - INFO - Epoch(val) [11][1560/6282] eta: 0:05:47 time: 0.0736 data_time: 0.0095 memory: 798 2022/08/07 20:19:30 - mmengine - INFO - Epoch(val) [11][1580/6282] eta: 0:05:39 time: 0.0722 data_time: 0.0105 memory: 798 2022/08/07 20:19:32 - mmengine - INFO - Epoch(val) [11][1600/6282] eta: 0:05:39 time: 0.0724 data_time: 0.0081 memory: 798 2022/08/07 20:19:33 - mmengine - INFO - Epoch(val) [11][1620/6282] eta: 0:05:43 time: 0.0736 data_time: 0.0089 memory: 798 2022/08/07 20:19:35 - mmengine - INFO - Epoch(val) [11][1640/6282] eta: 0:06:14 time: 0.0808 data_time: 0.0062 memory: 726 2022/08/07 20:19:36 - mmengine - INFO - Epoch(val) [11][1660/6282] eta: 0:04:34 time: 0.0595 data_time: 0.0059 memory: 726 2022/08/07 20:19:37 - mmengine - INFO - Epoch(val) [11][1680/6282] eta: 0:04:15 time: 0.0556 data_time: 0.0055 memory: 726 2022/08/07 20:19:38 - mmengine - INFO - Epoch(val) [11][1700/6282] eta: 0:04:08 time: 0.0542 data_time: 0.0063 memory: 726 2022/08/07 20:19:39 - mmengine - INFO - Epoch(val) [11][1720/6282] eta: 0:04:11 time: 0.0550 data_time: 0.0047 memory: 726 2022/08/07 20:19:40 - mmengine - INFO - Epoch(val) [11][1740/6282] eta: 0:04:13 time: 0.0558 data_time: 0.0063 memory: 726 2022/08/07 20:19:42 - mmengine - INFO - Epoch(val) [11][1760/6282] eta: 0:04:22 time: 0.0581 data_time: 0.0062 memory: 726 2022/08/07 20:19:43 - mmengine - INFO - Epoch(val) [11][1780/6282] eta: 0:04:40 time: 0.0623 data_time: 0.0075 memory: 726 2022/08/07 20:19:44 - mmengine - INFO - Epoch(val) [11][1800/6282] eta: 0:04:05 time: 0.0547 data_time: 0.0056 memory: 726 2022/08/07 20:19:45 - mmengine - INFO - Epoch(val) [11][1820/6282] eta: 0:04:18 time: 0.0579 data_time: 0.0069 memory: 726 2022/08/07 20:19:47 - mmengine - INFO - Epoch(val) [11][1840/6282] eta: 0:05:55 time: 0.0801 data_time: 0.0299 memory: 726 2022/08/07 20:19:50 - mmengine - INFO - Epoch(val) [11][1860/6282] eta: 0:12:21 time: 0.1676 data_time: 0.1179 memory: 726 2022/08/07 20:19:53 - mmengine - INFO - Epoch(val) [11][1880/6282] eta: 0:10:06 time: 0.1378 data_time: 0.0891 memory: 726 2022/08/07 20:19:57 - mmengine - INFO - Epoch(val) [11][1900/6282] eta: 0:13:10 time: 0.1803 data_time: 0.0902 memory: 726 2022/08/07 20:19:59 - mmengine - INFO - Epoch(val) [11][1920/6282] eta: 0:08:47 time: 0.1209 data_time: 0.0713 memory: 726 2022/08/07 20:20:02 - mmengine - INFO - Epoch(val) [11][1940/6282] eta: 0:09:28 time: 0.1310 data_time: 0.0788 memory: 726 2022/08/07 20:20:03 - mmengine - INFO - Epoch(val) [11][1960/6282] eta: 0:04:03 time: 0.0564 data_time: 0.0051 memory: 677 2022/08/07 20:20:04 - mmengine - INFO - Epoch(val) [11][1980/6282] eta: 0:03:56 time: 0.0549 data_time: 0.0084 memory: 677 2022/08/07 20:20:05 - mmengine - INFO - Epoch(val) [11][2000/6282] eta: 0:03:49 time: 0.0536 data_time: 0.0071 memory: 677 2022/08/07 20:20:06 - mmengine - INFO - Epoch(val) [11][2020/6282] eta: 0:03:48 time: 0.0536 data_time: 0.0055 memory: 677 2022/08/07 20:20:07 - mmengine - INFO - Epoch(val) [11][2040/6282] eta: 0:04:08 time: 0.0587 data_time: 0.0070 memory: 677 2022/08/07 20:20:08 - mmengine - INFO - Epoch(val) [11][2060/6282] eta: 0:03:56 time: 0.0559 data_time: 0.0069 memory: 677 2022/08/07 20:20:09 - mmengine - INFO - Epoch(val) [11][2080/6282] eta: 0:03:40 time: 0.0525 data_time: 0.0061 memory: 677 2022/08/07 20:20:10 - mmengine - INFO - Epoch(val) [11][2100/6282] eta: 0:03:51 time: 0.0552 data_time: 0.0064 memory: 677 2022/08/07 20:20:12 - mmengine - INFO - Epoch(val) [11][2120/6282] eta: 0:03:50 time: 0.0554 data_time: 0.0075 memory: 677 2022/08/07 20:20:13 - mmengine - INFO - Epoch(val) [11][2140/6282] eta: 0:03:42 time: 0.0538 data_time: 0.0051 memory: 677 2022/08/07 20:20:14 - mmengine - INFO - Epoch(val) [11][2160/6282] eta: 0:05:25 time: 0.0789 data_time: 0.0066 memory: 676 2022/08/07 20:20:15 - mmengine - INFO - Epoch(val) [11][2180/6282] eta: 0:03:46 time: 0.0553 data_time: 0.0081 memory: 676 2022/08/07 20:20:17 - mmengine - INFO - Epoch(val) [11][2200/6282] eta: 0:03:55 time: 0.0577 data_time: 0.0075 memory: 676 2022/08/07 20:20:18 - mmengine - INFO - Epoch(val) [11][2220/6282] eta: 0:03:28 time: 0.0512 data_time: 0.0063 memory: 676 2022/08/07 20:20:19 - mmengine - INFO - Epoch(val) [11][2240/6282] eta: 0:03:51 time: 0.0572 data_time: 0.0074 memory: 676 2022/08/07 20:20:20 - mmengine - INFO - Epoch(val) [11][2260/6282] eta: 0:03:41 time: 0.0550 data_time: 0.0066 memory: 677 2022/08/07 20:20:21 - mmengine - INFO - Epoch(val) [11][2280/6282] eta: 0:03:46 time: 0.0566 data_time: 0.0064 memory: 677 2022/08/07 20:20:22 - mmengine - INFO - Epoch(val) [11][2300/6282] eta: 0:03:29 time: 0.0525 data_time: 0.0063 memory: 677 2022/08/07 20:20:23 - mmengine - INFO - Epoch(val) [11][2320/6282] eta: 0:03:45 time: 0.0568 data_time: 0.0062 memory: 677 2022/08/07 20:20:24 - mmengine - INFO - Epoch(val) [11][2340/6282] eta: 0:03:44 time: 0.0570 data_time: 0.0061 memory: 677 2022/08/07 20:20:26 - mmengine - INFO - Epoch(val) [11][2360/6282] eta: 0:03:50 time: 0.0588 data_time: 0.0077 memory: 676 2022/08/07 20:20:27 - mmengine - INFO - Epoch(val) [11][2380/6282] eta: 0:03:43 time: 0.0573 data_time: 0.0056 memory: 676 2022/08/07 20:20:28 - mmengine - INFO - Epoch(val) [11][2400/6282] eta: 0:03:15 time: 0.0504 data_time: 0.0066 memory: 676 2022/08/07 20:20:29 - mmengine - INFO - Epoch(val) [11][2420/6282] eta: 0:03:18 time: 0.0514 data_time: 0.0070 memory: 676 2022/08/07 20:20:30 - mmengine - INFO - Epoch(val) [11][2440/6282] eta: 0:03:04 time: 0.0481 data_time: 0.0045 memory: 676 2022/08/07 20:20:31 - mmengine - INFO - Epoch(val) [11][2460/6282] eta: 0:05:17 time: 0.0832 data_time: 0.0324 memory: 726 2022/08/07 20:20:33 - mmengine - INFO - Epoch(val) [11][2480/6282] eta: 0:05:36 time: 0.0884 data_time: 0.0345 memory: 726 2022/08/07 20:20:35 - mmengine - INFO - Epoch(val) [11][2500/6282] eta: 0:05:33 time: 0.0883 data_time: 0.0074 memory: 726 2022/08/07 20:20:36 - mmengine - INFO - Epoch(val) [11][2520/6282] eta: 0:04:46 time: 0.0761 data_time: 0.0243 memory: 726 2022/08/07 20:20:39 - mmengine - INFO - Epoch(val) [11][2540/6282] eta: 0:07:31 time: 0.1207 data_time: 0.0705 memory: 726 2022/08/07 20:20:42 - mmengine - INFO - Epoch(val) [11][2560/6282] eta: 0:08:13 time: 0.1326 data_time: 0.0849 memory: 726 2022/08/07 20:20:45 - mmengine - INFO - Epoch(val) [11][2580/6282] eta: 0:11:32 time: 0.1872 data_time: 0.1386 memory: 726 2022/08/07 20:20:48 - mmengine - INFO - Epoch(val) [11][2600/6282] eta: 0:08:22 time: 0.1365 data_time: 0.0874 memory: 726 2022/08/07 20:20:51 - mmengine - INFO - Epoch(val) [11][2620/6282] eta: 0:10:15 time: 0.1680 data_time: 0.1102 memory: 726 2022/08/07 20:20:54 - mmengine - INFO - Epoch(val) [11][2640/6282] eta: 0:08:56 time: 0.1473 data_time: 0.0929 memory: 726 2022/08/07 20:20:56 - mmengine - INFO - Epoch(val) [11][2660/6282] eta: 0:04:28 time: 0.0742 data_time: 0.0101 memory: 791 2022/08/07 20:20:57 - mmengine - INFO - Epoch(val) [11][2680/6282] eta: 0:04:22 time: 0.0730 data_time: 0.0098 memory: 791 2022/08/07 20:20:59 - mmengine - INFO - Epoch(val) [11][2700/6282] eta: 0:04:33 time: 0.0765 data_time: 0.0091 memory: 791 2022/08/07 20:21:01 - mmengine - INFO - Epoch(val) [11][2720/6282] eta: 0:05:33 time: 0.0938 data_time: 0.0064 memory: 791 2022/08/07 20:21:02 - mmengine - INFO - Epoch(val) [11][2740/6282] eta: 0:04:10 time: 0.0709 data_time: 0.0090 memory: 791 2022/08/07 20:21:03 - mmengine - INFO - Epoch(val) [11][2760/6282] eta: 0:03:22 time: 0.0575 data_time: 0.0081 memory: 677 2022/08/07 20:21:05 - mmengine - INFO - Epoch(val) [11][2780/6282] eta: 0:03:36 time: 0.0617 data_time: 0.0067 memory: 677 2022/08/07 20:21:06 - mmengine - INFO - Epoch(val) [11][2800/6282] eta: 0:03:00 time: 0.0518 data_time: 0.0054 memory: 677 2022/08/07 20:21:07 - mmengine - INFO - Epoch(val) [11][2820/6282] eta: 0:02:53 time: 0.0501 data_time: 0.0064 memory: 677 2022/08/07 20:21:08 - mmengine - INFO - Epoch(val) [11][2840/6282] eta: 0:02:47 time: 0.0487 data_time: 0.0045 memory: 677 2022/08/07 20:21:09 - mmengine - INFO - Epoch(val) [11][2860/6282] eta: 0:03:34 time: 0.0628 data_time: 0.0121 memory: 726 2022/08/07 20:21:10 - mmengine - INFO - Epoch(val) [11][2880/6282] eta: 0:04:24 time: 0.0777 data_time: 0.0293 memory: 726 2022/08/07 20:21:12 - mmengine - INFO - Epoch(val) [11][2900/6282] eta: 0:04:12 time: 0.0746 data_time: 0.0231 memory: 726 2022/08/07 20:21:13 - mmengine - INFO - Epoch(val) [11][2920/6282] eta: 0:02:55 time: 0.0521 data_time: 0.0051 memory: 726 2022/08/07 20:21:15 - mmengine - INFO - Epoch(val) [11][2940/6282] eta: 0:04:04 time: 0.0733 data_time: 0.0049 memory: 698 2022/08/07 20:21:15 - mmengine - INFO - Epoch(val) [11][2960/6282] eta: 0:02:41 time: 0.0485 data_time: 0.0047 memory: 698 2022/08/07 20:21:16 - mmengine - INFO - Epoch(val) [11][2980/6282] eta: 0:02:39 time: 0.0483 data_time: 0.0056 memory: 698 2022/08/07 20:21:17 - mmengine - INFO - Epoch(val) [11][3000/6282] eta: 0:02:41 time: 0.0492 data_time: 0.0054 memory: 698 2022/08/07 20:21:19 - mmengine - INFO - Epoch(val) [11][3020/6282] eta: 0:02:55 time: 0.0539 data_time: 0.0065 memory: 726 2022/08/07 20:21:20 - mmengine - INFO - Epoch(val) [11][3040/6282] eta: 0:03:06 time: 0.0576 data_time: 0.0058 memory: 726 2022/08/07 20:21:21 - mmengine - INFO - Epoch(val) [11][3060/6282] eta: 0:03:17 time: 0.0612 data_time: 0.0070 memory: 726 2022/08/07 20:21:22 - mmengine - INFO - Epoch(val) [11][3080/6282] eta: 0:03:15 time: 0.0611 data_time: 0.0062 memory: 726 2022/08/07 20:21:24 - mmengine - INFO - Epoch(val) [11][3100/6282] eta: 0:03:28 time: 0.0654 data_time: 0.0068 memory: 726 2022/08/07 20:21:25 - mmengine - INFO - Epoch(val) [11][3120/6282] eta: 0:02:56 time: 0.0558 data_time: 0.0081 memory: 677 2022/08/07 20:21:26 - mmengine - INFO - Epoch(val) [11][3140/6282] eta: 0:03:00 time: 0.0573 data_time: 0.0061 memory: 677 2022/08/07 20:21:27 - mmengine - INFO - Epoch(val) [11][3160/6282] eta: 0:02:43 time: 0.0523 data_time: 0.0060 memory: 677 2022/08/07 20:21:28 - mmengine - INFO - Epoch(val) [11][3180/6282] eta: 0:02:35 time: 0.0501 data_time: 0.0053 memory: 677 2022/08/07 20:21:29 - mmengine - INFO - Epoch(val) [11][3200/6282] eta: 0:03:27 time: 0.0672 data_time: 0.0101 memory: 726 2022/08/07 20:21:31 - mmengine - INFO - Epoch(val) [11][3220/6282] eta: 0:04:12 time: 0.0826 data_time: 0.0287 memory: 726 2022/08/07 20:21:33 - mmengine - INFO - Epoch(val) [11][3240/6282] eta: 0:04:22 time: 0.0862 data_time: 0.0323 memory: 726 2022/08/07 20:21:34 - mmengine - INFO - Epoch(val) [11][3260/6282] eta: 0:04:18 time: 0.0856 data_time: 0.0113 memory: 726 2022/08/07 20:21:36 - mmengine - INFO - Epoch(val) [11][3280/6282] eta: 0:03:02 time: 0.0607 data_time: 0.0071 memory: 726 2022/08/07 20:21:37 - mmengine - INFO - Epoch(val) [11][3300/6282] eta: 0:02:55 time: 0.0588 data_time: 0.0066 memory: 726 2022/08/07 20:21:38 - mmengine - INFO - Epoch(val) [11][3320/6282] eta: 0:02:57 time: 0.0601 data_time: 0.0065 memory: 726 2022/08/07 20:21:39 - mmengine - INFO - Epoch(val) [11][3340/6282] eta: 0:02:48 time: 0.0572 data_time: 0.0060 memory: 726 2022/08/07 20:21:40 - mmengine - INFO - Epoch(val) [11][3360/6282] eta: 0:02:58 time: 0.0613 data_time: 0.0057 memory: 726 2022/08/07 20:21:42 - mmengine - INFO - Epoch(val) [11][3380/6282] eta: 0:02:52 time: 0.0594 data_time: 0.0062 memory: 726 2022/08/07 20:21:43 - mmengine - INFO - Epoch(val) [11][3400/6282] eta: 0:02:28 time: 0.0514 data_time: 0.0050 memory: 676 2022/08/07 20:21:44 - mmengine - INFO - Epoch(val) [11][3420/6282] eta: 0:02:27 time: 0.0517 data_time: 0.0067 memory: 676 2022/08/07 20:21:45 - mmengine - INFO - Epoch(val) [11][3440/6282] eta: 0:02:27 time: 0.0520 data_time: 0.0047 memory: 676 2022/08/07 20:21:46 - mmengine - INFO - Epoch(val) [11][3460/6282] eta: 0:02:17 time: 0.0487 data_time: 0.0053 memory: 676 2022/08/07 20:21:47 - mmengine - INFO - Epoch(val) [11][3480/6282] eta: 0:02:10 time: 0.0464 data_time: 0.0041 memory: 676 2022/08/07 20:21:48 - mmengine - INFO - Epoch(val) [11][3500/6282] eta: 0:02:15 time: 0.0486 data_time: 0.0049 memory: 676 2022/08/07 20:21:49 - mmengine - INFO - Epoch(val) [11][3520/6282] eta: 0:02:13 time: 0.0485 data_time: 0.0066 memory: 676 2022/08/07 20:21:50 - mmengine - INFO - Epoch(val) [11][3540/6282] eta: 0:02:14 time: 0.0492 data_time: 0.0053 memory: 676 2022/08/07 20:21:51 - mmengine - INFO - Epoch(val) [11][3560/6282] eta: 0:02:09 time: 0.0475 data_time: 0.0053 memory: 676 2022/08/07 20:21:52 - mmengine - INFO - Epoch(val) [11][3580/6282] eta: 0:02:16 time: 0.0507 data_time: 0.0057 memory: 712 2022/08/07 20:21:53 - mmengine - INFO - Epoch(val) [11][3600/6282] eta: 0:02:34 time: 0.0575 data_time: 0.0083 memory: 712 2022/08/07 20:21:54 - mmengine - INFO - Epoch(val) [11][3620/6282] eta: 0:03:41 time: 0.0832 data_time: 0.0065 memory: 712 2022/08/07 20:21:56 - mmengine - INFO - Epoch(val) [11][3640/6282] eta: 0:02:39 time: 0.0603 data_time: 0.0068 memory: 712 2022/08/07 20:21:57 - mmengine - INFO - Epoch(val) [11][3660/6282] eta: 0:02:26 time: 0.0560 data_time: 0.0054 memory: 712 2022/08/07 20:21:58 - mmengine - INFO - Epoch(val) [11][3680/6282] eta: 0:02:23 time: 0.0552 data_time: 0.0055 memory: 726 2022/08/07 20:22:00 - mmengine - INFO - Epoch(val) [11][3700/6282] eta: 0:04:00 time: 0.0930 data_time: 0.0423 memory: 726 2022/08/07 20:22:01 - mmengine - INFO - Epoch(val) [11][3720/6282] eta: 0:03:26 time: 0.0806 data_time: 0.0317 memory: 726 2022/08/07 20:22:03 - mmengine - INFO - Epoch(val) [11][3740/6282] eta: 0:03:36 time: 0.0853 data_time: 0.0331 memory: 726 2022/08/07 20:22:05 - mmengine - INFO - Epoch(val) [11][3760/6282] eta: 0:03:30 time: 0.0834 data_time: 0.0308 memory: 726 2022/08/07 20:22:07 - mmengine - INFO - Epoch(val) [11][3780/6282] eta: 0:03:51 time: 0.0924 data_time: 0.0402 memory: 726 2022/08/07 20:22:08 - mmengine - INFO - Epoch(val) [11][3800/6282] eta: 0:03:00 time: 0.0728 data_time: 0.0226 memory: 726 2022/08/07 20:22:10 - mmengine - INFO - Epoch(val) [11][3820/6282] eta: 0:03:52 time: 0.0943 data_time: 0.0399 memory: 726 2022/08/07 20:22:12 - mmengine - INFO - Epoch(val) [11][3840/6282] eta: 0:03:10 time: 0.0782 data_time: 0.0270 memory: 726 2022/08/07 20:22:13 - mmengine - INFO - Epoch(val) [11][3860/6282] eta: 0:03:32 time: 0.0876 data_time: 0.0331 memory: 726 2022/08/07 20:22:15 - mmengine - INFO - Epoch(val) [11][3880/6282] eta: 0:03:20 time: 0.0835 data_time: 0.0059 memory: 726 2022/08/07 20:22:17 - mmengine - INFO - Epoch(val) [11][3900/6282] eta: 0:03:22 time: 0.0852 data_time: 0.0317 memory: 726 2022/08/07 20:22:18 - mmengine - INFO - Epoch(val) [11][3920/6282] eta: 0:03:06 time: 0.0788 data_time: 0.0233 memory: 726 2022/08/07 20:22:20 - mmengine - INFO - Epoch(val) [11][3940/6282] eta: 0:03:23 time: 0.0870 data_time: 0.0301 memory: 726 2022/08/07 20:22:22 - mmengine - INFO - Epoch(val) [11][3960/6282] eta: 0:02:51 time: 0.0738 data_time: 0.0211 memory: 726 2022/08/07 20:22:23 - mmengine - INFO - Epoch(val) [11][3980/6282] eta: 0:02:10 time: 0.0568 data_time: 0.0062 memory: 726 2022/08/07 20:22:24 - mmengine - INFO - Epoch(val) [11][4000/6282] eta: 0:01:55 time: 0.0506 data_time: 0.0043 memory: 726 2022/08/07 20:22:25 - mmengine - INFO - Epoch(val) [11][4020/6282] eta: 0:01:53 time: 0.0502 data_time: 0.0048 memory: 726 2022/08/07 20:22:26 - mmengine - INFO - Epoch(val) [11][4040/6282] eta: 0:01:52 time: 0.0502 data_time: 0.0042 memory: 791 2022/08/07 20:22:27 - mmengine - INFO - Epoch(val) [11][4060/6282] eta: 0:02:00 time: 0.0544 data_time: 0.0046 memory: 791 2022/08/07 20:22:28 - mmengine - INFO - Epoch(val) [11][4080/6282] eta: 0:02:09 time: 0.0589 data_time: 0.0050 memory: 791 2022/08/07 20:22:29 - mmengine - INFO - Epoch(val) [11][4100/6282] eta: 0:02:27 time: 0.0677 data_time: 0.0061 memory: 791 2022/08/07 20:22:31 - mmengine - INFO - Epoch(val) [11][4120/6282] eta: 0:02:30 time: 0.0694 data_time: 0.0065 memory: 791 2022/08/07 20:22:32 - mmengine - INFO - Epoch(val) [11][4140/6282] eta: 0:02:20 time: 0.0656 data_time: 0.0088 memory: 791 2022/08/07 20:22:33 - mmengine - INFO - Epoch(val) [11][4160/6282] eta: 0:01:54 time: 0.0542 data_time: 0.0054 memory: 676 2022/08/07 20:22:35 - mmengine - INFO - Epoch(val) [11][4180/6282] eta: 0:02:40 time: 0.0762 data_time: 0.0057 memory: 676 2022/08/07 20:22:36 - mmengine - INFO - Epoch(val) [11][4200/6282] eta: 0:01:53 time: 0.0546 data_time: 0.0069 memory: 676 2022/08/07 20:22:37 - mmengine - INFO - Epoch(val) [11][4220/6282] eta: 0:01:49 time: 0.0531 data_time: 0.0067 memory: 676 2022/08/07 20:22:38 - mmengine - INFO - Epoch(val) [11][4240/6282] eta: 0:01:44 time: 0.0513 data_time: 0.0070 memory: 677 2022/08/07 20:22:39 - mmengine - INFO - Epoch(val) [11][4260/6282] eta: 0:01:51 time: 0.0551 data_time: 0.0058 memory: 677 2022/08/07 20:22:40 - mmengine - INFO - Epoch(val) [11][4280/6282] eta: 0:01:39 time: 0.0496 data_time: 0.0065 memory: 677 2022/08/07 20:22:41 - mmengine - INFO - Epoch(val) [11][4300/6282] eta: 0:01:36 time: 0.0486 data_time: 0.0055 memory: 677 2022/08/07 20:22:42 - mmengine - INFO - Epoch(val) [11][4320/6282] eta: 0:01:30 time: 0.0462 data_time: 0.0052 memory: 677 2022/08/07 20:22:43 - mmengine - INFO - Epoch(val) [11][4340/6282] eta: 0:01:27 time: 0.0452 data_time: 0.0045 memory: 677 2022/08/07 20:22:44 - mmengine - INFO - Epoch(val) [11][4360/6282] eta: 0:01:50 time: 0.0574 data_time: 0.0058 memory: 726 2022/08/07 20:22:45 - mmengine - INFO - Epoch(val) [11][4380/6282] eta: 0:01:48 time: 0.0572 data_time: 0.0064 memory: 726 2022/08/07 20:22:46 - mmengine - INFO - Epoch(val) [11][4400/6282] eta: 0:01:47 time: 0.0571 data_time: 0.0061 memory: 726 2022/08/07 20:22:48 - mmengine - INFO - Epoch(val) [11][4420/6282] eta: 0:01:51 time: 0.0601 data_time: 0.0068 memory: 726 2022/08/07 20:22:49 - mmengine - INFO - Epoch(val) [11][4440/6282] eta: 0:01:53 time: 0.0617 data_time: 0.0074 memory: 733 2022/08/07 20:22:50 - mmengine - INFO - Epoch(val) [11][4460/6282] eta: 0:01:47 time: 0.0589 data_time: 0.0059 memory: 733 2022/08/07 20:22:51 - mmengine - INFO - Epoch(val) [11][4480/6282] eta: 0:01:48 time: 0.0604 data_time: 0.0063 memory: 733 2022/08/07 20:22:53 - mmengine - INFO - Epoch(val) [11][4500/6282] eta: 0:01:52 time: 0.0633 data_time: 0.0070 memory: 733 2022/08/07 20:22:54 - mmengine - INFO - Epoch(val) [11][4520/6282] eta: 0:02:26 time: 0.0832 data_time: 0.0069 memory: 733 2022/08/07 20:22:55 - mmengine - INFO - Epoch(val) [11][4540/6282] eta: 0:01:33 time: 0.0538 data_time: 0.0061 memory: 677 2022/08/07 20:22:57 - mmengine - INFO - Epoch(val) [11][4560/6282] eta: 0:01:35 time: 0.0556 data_time: 0.0077 memory: 677 2022/08/07 20:22:58 - mmengine - INFO - Epoch(val) [11][4580/6282] eta: 0:01:30 time: 0.0530 data_time: 0.0049 memory: 677 2022/08/07 20:22:59 - mmengine - INFO - Epoch(val) [11][4600/6282] eta: 0:01:26 time: 0.0515 data_time: 0.0057 memory: 677 2022/08/07 20:23:00 - mmengine - INFO - Epoch(val) [11][4620/6282] eta: 0:01:35 time: 0.0572 data_time: 0.0076 memory: 677 2022/08/07 20:23:01 - mmengine - INFO - Epoch(val) [11][4640/6282] eta: 0:01:36 time: 0.0588 data_time: 0.0068 memory: 733 2022/08/07 20:23:02 - mmengine - INFO - Epoch(val) [11][4660/6282] eta: 0:01:34 time: 0.0583 data_time: 0.0056 memory: 733 2022/08/07 20:23:03 - mmengine - INFO - Epoch(val) [11][4680/6282] eta: 0:01:30 time: 0.0565 data_time: 0.0051 memory: 733 2022/08/07 20:23:04 - mmengine - INFO - Epoch(val) [11][4700/6282] eta: 0:01:30 time: 0.0574 data_time: 0.0068 memory: 733 2022/08/07 20:23:06 - mmengine - INFO - Epoch(val) [11][4720/6282] eta: 0:01:23 time: 0.0537 data_time: 0.0069 memory: 733 2022/08/07 20:23:07 - mmengine - INFO - Epoch(val) [11][4740/6282] eta: 0:01:27 time: 0.0566 data_time: 0.0065 memory: 698 2022/08/07 20:23:08 - mmengine - INFO - Epoch(val) [11][4760/6282] eta: 0:01:23 time: 0.0550 data_time: 0.0070 memory: 698 2022/08/07 20:23:09 - mmengine - INFO - Epoch(val) [11][4780/6282] eta: 0:01:21 time: 0.0543 data_time: 0.0065 memory: 698 2022/08/07 20:23:10 - mmengine - INFO - Epoch(val) [11][4800/6282] eta: 0:01:23 time: 0.0561 data_time: 0.0065 memory: 698 2022/08/07 20:23:11 - mmengine - INFO - Epoch(val) [11][4820/6282] eta: 0:01:25 time: 0.0587 data_time: 0.0054 memory: 726 2022/08/07 20:23:12 - mmengine - INFO - Epoch(val) [11][4840/6282] eta: 0:01:29 time: 0.0620 data_time: 0.0067 memory: 726 2022/08/07 20:23:14 - mmengine - INFO - Epoch(val) [11][4860/6282] eta: 0:01:23 time: 0.0586 data_time: 0.0063 memory: 726 2022/08/07 20:23:15 - mmengine - INFO - Epoch(val) [11][4880/6282] eta: 0:01:56 time: 0.0828 data_time: 0.0061 memory: 726 2022/08/07 20:23:17 - mmengine - INFO - Epoch(val) [11][4900/6282] eta: 0:01:24 time: 0.0611 data_time: 0.0065 memory: 726 2022/08/07 20:23:18 - mmengine - INFO - Epoch(val) [11][4920/6282] eta: 0:01:20 time: 0.0589 data_time: 0.0072 memory: 726 2022/08/07 20:23:19 - mmengine - INFO - Epoch(val) [11][4940/6282] eta: 0:01:20 time: 0.0600 data_time: 0.0067 memory: 726 2022/08/07 20:23:20 - mmengine - INFO - Epoch(val) [11][4960/6282] eta: 0:01:21 time: 0.0613 data_time: 0.0065 memory: 726 2022/08/07 20:23:21 - mmengine - INFO - Epoch(val) [11][4980/6282] eta: 0:01:20 time: 0.0620 data_time: 0.0064 memory: 726 2022/08/07 20:23:23 - mmengine - INFO - Epoch(val) [11][5000/6282] eta: 0:01:19 time: 0.0623 data_time: 0.0059 memory: 726 2022/08/07 20:23:24 - mmengine - INFO - Epoch(val) [11][5020/6282] eta: 0:01:16 time: 0.0605 data_time: 0.0069 memory: 726 2022/08/07 20:23:25 - mmengine - INFO - Epoch(val) [11][5040/6282] eta: 0:01:10 time: 0.0571 data_time: 0.0077 memory: 677 2022/08/07 20:23:26 - mmengine - INFO - Epoch(val) [11][5060/6282] eta: 0:01:07 time: 0.0552 data_time: 0.0068 memory: 677 2022/08/07 20:23:27 - mmengine - INFO - Epoch(val) [11][5080/6282] eta: 0:01:06 time: 0.0554 data_time: 0.0067 memory: 677 2022/08/07 20:23:28 - mmengine - INFO - Epoch(val) [11][5100/6282] eta: 0:01:06 time: 0.0562 data_time: 0.0060 memory: 677 2022/08/07 20:23:30 - mmengine - INFO - Epoch(val) [11][5120/6282] eta: 0:01:03 time: 0.0543 data_time: 0.0057 memory: 677 2022/08/07 20:23:31 - mmengine - INFO - Epoch(val) [11][5140/6282] eta: 0:00:59 time: 0.0520 data_time: 0.0059 memory: 676 2022/08/07 20:23:32 - mmengine - INFO - Epoch(val) [11][5160/6282] eta: 0:01:02 time: 0.0559 data_time: 0.0062 memory: 676 2022/08/07 20:23:33 - mmengine - INFO - Epoch(val) [11][5180/6282] eta: 0:01:03 time: 0.0575 data_time: 0.0075 memory: 676 2022/08/07 20:23:34 - mmengine - INFO - Epoch(val) [11][5200/6282] eta: 0:01:24 time: 0.0779 data_time: 0.0062 memory: 676 2022/08/07 20:23:36 - mmengine - INFO - Epoch(val) [11][5220/6282] eta: 0:00:58 time: 0.0552 data_time: 0.0076 memory: 676 2022/08/07 20:23:37 - mmengine - INFO - Epoch(val) [11][5240/6282] eta: 0:00:57 time: 0.0556 data_time: 0.0059 memory: 676 2022/08/07 20:23:38 - mmengine - INFO - Epoch(val) [11][5260/6282] eta: 0:00:57 time: 0.0563 data_time: 0.0063 memory: 676 2022/08/07 20:23:39 - mmengine - INFO - Epoch(val) [11][5280/6282] eta: 0:00:53 time: 0.0537 data_time: 0.0068 memory: 676 2022/08/07 20:23:40 - mmengine - INFO - Epoch(val) [11][5300/6282] eta: 0:00:53 time: 0.0548 data_time: 0.0068 memory: 676 2022/08/07 20:23:41 - mmengine - INFO - Epoch(val) [11][5320/6282] eta: 0:00:51 time: 0.0532 data_time: 0.0074 memory: 676 2022/08/07 20:23:42 - mmengine - INFO - Epoch(val) [11][5340/6282] eta: 0:00:50 time: 0.0540 data_time: 0.0068 memory: 676 2022/08/07 20:23:43 - mmengine - INFO - Epoch(val) [11][5360/6282] eta: 0:00:49 time: 0.0532 data_time: 0.0057 memory: 676 2022/08/07 20:23:45 - mmengine - INFO - Epoch(val) [11][5380/6282] eta: 0:00:54 time: 0.0599 data_time: 0.0074 memory: 676 2022/08/07 20:23:46 - mmengine - INFO - Epoch(val) [11][5400/6282] eta: 0:00:46 time: 0.0527 data_time: 0.0045 memory: 676 2022/08/07 20:23:47 - mmengine - INFO - Epoch(val) [11][5420/6282] eta: 0:00:47 time: 0.0549 data_time: 0.0069 memory: 676 2022/08/07 20:23:48 - mmengine - INFO - Epoch(val) [11][5440/6282] eta: 0:00:46 time: 0.0552 data_time: 0.0061 memory: 676 2022/08/07 20:23:49 - mmengine - INFO - Epoch(val) [11][5460/6282] eta: 0:00:44 time: 0.0540 data_time: 0.0078 memory: 676 2022/08/07 20:23:50 - mmengine - INFO - Epoch(val) [11][5480/6282] eta: 0:00:44 time: 0.0560 data_time: 0.0078 memory: 676 2022/08/07 20:23:52 - mmengine - INFO - Epoch(val) [11][5500/6282] eta: 0:01:03 time: 0.0811 data_time: 0.0086 memory: 676 2022/08/07 20:23:53 - mmengine - INFO - Epoch(val) [11][5520/6282] eta: 0:00:39 time: 0.0519 data_time: 0.0060 memory: 691 2022/08/07 20:23:54 - mmengine - INFO - Epoch(val) [11][5540/6282] eta: 0:00:44 time: 0.0604 data_time: 0.0082 memory: 691 2022/08/07 20:23:55 - mmengine - INFO - Epoch(val) [11][5560/6282] eta: 0:00:43 time: 0.0603 data_time: 0.0082 memory: 691 2022/08/07 20:23:56 - mmengine - INFO - Epoch(val) [11][5580/6282] eta: 0:00:41 time: 0.0586 data_time: 0.0070 memory: 691 2022/08/07 20:23:57 - mmengine - INFO - Epoch(val) [11][5600/6282] eta: 0:00:37 time: 0.0552 data_time: 0.0067 memory: 691 2022/08/07 20:23:59 - mmengine - INFO - Epoch(val) [11][5620/6282] eta: 0:00:34 time: 0.0523 data_time: 0.0060 memory: 691 2022/08/07 20:24:00 - mmengine - INFO - Epoch(val) [11][5640/6282] eta: 0:00:33 time: 0.0515 data_time: 0.0058 memory: 676 2022/08/07 20:24:01 - mmengine - INFO - Epoch(val) [11][5660/6282] eta: 0:00:30 time: 0.0493 data_time: 0.0050 memory: 676 2022/08/07 20:24:02 - mmengine - INFO - Epoch(val) [11][5680/6282] eta: 0:00:28 time: 0.0476 data_time: 0.0046 memory: 676 2022/08/07 20:24:03 - mmengine - INFO - Epoch(val) [11][5700/6282] eta: 0:00:28 time: 0.0495 data_time: 0.0052 memory: 676 2022/08/07 20:24:04 - mmengine - INFO - Epoch(val) [11][5720/6282] eta: 0:00:29 time: 0.0534 data_time: 0.0056 memory: 705 2022/08/07 20:24:05 - mmengine - INFO - Epoch(val) [11][5740/6282] eta: 0:00:41 time: 0.0765 data_time: 0.0065 memory: 705 2022/08/07 20:24:06 - mmengine - INFO - Epoch(val) [11][5760/6282] eta: 0:00:30 time: 0.0577 data_time: 0.0074 memory: 705 2022/08/07 20:24:07 - mmengine - INFO - Epoch(val) [11][5780/6282] eta: 0:00:29 time: 0.0581 data_time: 0.0059 memory: 705 2022/08/07 20:24:09 - mmengine - INFO - Epoch(val) [11][5800/6282] eta: 0:00:28 time: 0.0586 data_time: 0.0063 memory: 705 2022/08/07 20:24:10 - mmengine - INFO - Epoch(val) [11][5820/6282] eta: 0:00:26 time: 0.0565 data_time: 0.0069 memory: 705 2022/08/07 20:24:11 - mmengine - INFO - Epoch(val) [11][5840/6282] eta: 0:00:25 time: 0.0574 data_time: 0.0083 memory: 691 2022/08/07 20:24:12 - mmengine - INFO - Epoch(val) [11][5860/6282] eta: 0:00:23 time: 0.0548 data_time: 0.0071 memory: 691 2022/08/07 20:24:13 - mmengine - INFO - Epoch(val) [11][5880/6282] eta: 0:00:23 time: 0.0573 data_time: 0.0054 memory: 691 2022/08/07 20:24:15 - mmengine - INFO - Epoch(val) [11][5900/6282] eta: 0:00:23 time: 0.0619 data_time: 0.0099 memory: 691 2022/08/07 20:24:16 - mmengine - INFO - Epoch(val) [11][5920/6282] eta: 0:00:18 time: 0.0521 data_time: 0.0057 memory: 691 2022/08/07 20:24:17 - mmengine - INFO - Epoch(val) [11][5940/6282] eta: 0:00:18 time: 0.0529 data_time: 0.0064 memory: 676 2022/08/07 20:24:18 - mmengine - INFO - Epoch(val) [11][5960/6282] eta: 0:00:17 time: 0.0557 data_time: 0.0073 memory: 676 2022/08/07 20:24:19 - mmengine - INFO - Epoch(val) [11][5980/6282] eta: 0:00:16 time: 0.0555 data_time: 0.0079 memory: 676 2022/08/07 20:24:20 - mmengine - INFO - Epoch(val) [11][6000/6282] eta: 0:00:16 time: 0.0590 data_time: 0.0064 memory: 726 2022/08/07 20:24:21 - mmengine - INFO - Epoch(val) [11][6020/6282] eta: 0:00:16 time: 0.0635 data_time: 0.0076 memory: 726 2022/08/07 20:24:23 - mmengine - INFO - Epoch(val) [11][6040/6282] eta: 0:00:14 time: 0.0612 data_time: 0.0068 memory: 726 2022/08/07 20:24:24 - mmengine - INFO - Epoch(val) [11][6060/6282] eta: 0:00:19 time: 0.0856 data_time: 0.0089 memory: 726 2022/08/07 20:24:26 - mmengine - INFO - Epoch(val) [11][6080/6282] eta: 0:00:12 time: 0.0639 data_time: 0.0089 memory: 726 2022/08/07 20:24:27 - mmengine - INFO - Epoch(val) [11][6100/6282] eta: 0:00:13 time: 0.0764 data_time: 0.0216 memory: 726 2022/08/07 20:24:29 - mmengine - INFO - Epoch(val) [11][6120/6282] eta: 0:00:14 time: 0.0913 data_time: 0.0385 memory: 726 2022/08/07 20:24:31 - mmengine - INFO - Epoch(val) [11][6140/6282] eta: 0:00:10 time: 0.0758 data_time: 0.0254 memory: 726 2022/08/07 20:24:32 - mmengine - INFO - Epoch(val) [11][6160/6282] eta: 0:00:08 time: 0.0706 data_time: 0.0214 memory: 726 2022/08/07 20:24:33 - mmengine - INFO - Epoch(val) [11][6180/6282] eta: 0:00:05 time: 0.0522 data_time: 0.0092 memory: 726 2022/08/07 20:24:34 - mmengine - INFO - Epoch(val) [11][6200/6282] eta: 0:00:03 time: 0.0445 data_time: 0.0036 memory: 726 2022/08/07 20:24:35 - mmengine - INFO - Epoch(val) [11][6220/6282] eta: 0:00:02 time: 0.0422 data_time: 0.0032 memory: 726 2022/08/07 20:24:36 - mmengine - INFO - Epoch(val) [11][6240/6282] eta: 0:00:01 time: 0.0410 data_time: 0.0029 memory: 726 2022/08/07 20:24:36 - mmengine - INFO - Epoch(val) [11][6260/6282] eta: 0:00:00 time: 0.0403 data_time: 0.0026 memory: 726 2022/08/07 20:24:37 - mmengine - INFO - Epoch(val) [11][6280/6282] eta: 0:00:00 time: 0.0403 data_time: 0.0026 memory: 726 2022/08/07 20:27:58 - mmengine - INFO - Epoch(val) [11][6282/6282] mAP/mAP@0.5IOU: 0.2459 2022/08/07 20:27:58 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_10.pth is removed 2022/08/07 20:28:02 - mmengine - INFO - The best checkpoint with 0.2459 mAP/mAP@0.5IOU at 12 epoch is saved to best_mAP/mAP@0.5IOU_epoch_12.pth. 2022/08/07 20:28:25 - mmengine - INFO - Epoch(train) [12][20/1441] lr: 2.0000e-02 eta: 3:24:33 time: 1.1343 data_time: 0.3312 memory: 18616 grad_norm: 0.1214 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.7714 recall@top3: 0.7619 prec@top3: 0.6952 recall@top5: 0.9619 prec@top5: 0.5314 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 20:28:43 - mmengine - INFO - Epoch(train) [12][40/1441] lr: 2.0000e-02 eta: 3:24:13 time: 0.8948 data_time: 0.0494 memory: 18616 grad_norm: 0.1185 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7667 recall@top3: 0.7792 prec@top3: 0.5417 recall@top5: 0.8917 prec@top5: 0.3800 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 20:29:00 - mmengine - INFO - Epoch(train) [12][60/1441] lr: 2.0000e-02 eta: 3:23:52 time: 0.8415 data_time: 0.0462 memory: 18616 grad_norm: 0.1194 recall@thr=0.5: 0.7876 prec@thr=0.5: 0.8248 recall@top3: 0.8573 prec@top3: 0.6581 recall@top5: 0.9530 prec@top5: 0.4615 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 20:29:17 - mmengine - INFO - Epoch(train) [12][80/1441] lr: 2.0000e-02 eta: 3:23:32 time: 0.8724 data_time: 0.0451 memory: 18616 grad_norm: 0.1194 recall@thr=0.5: 0.7796 prec@thr=0.5: 0.8815 recall@top3: 0.8426 prec@top3: 0.6963 recall@top5: 0.8926 prec@top5: 0.4533 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 20:29:35 - mmengine - INFO - Epoch(train) [12][100/1441] lr: 2.0000e-02 eta: 3:23:12 time: 0.8888 data_time: 0.0499 memory: 18616 grad_norm: 0.1187 recall@thr=0.5: 0.7769 prec@thr=0.5: 0.8279 recall@top3: 0.8247 prec@top3: 0.7372 recall@top5: 0.9212 prec@top5: 0.5115 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:29:52 - mmengine - INFO - Epoch(train) [12][120/1441] lr: 2.0000e-02 eta: 3:22:52 time: 0.8832 data_time: 0.0598 memory: 18616 grad_norm: 0.1180 recall@thr=0.5: 0.8304 prec@thr=0.5: 0.8765 recall@top3: 0.8616 prec@top3: 0.7679 recall@top5: 0.9777 prec@top5: 0.5286 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:30:10 - mmengine - INFO - Epoch(train) [12][140/1441] lr: 2.0000e-02 eta: 3:22:32 time: 0.8620 data_time: 0.0558 memory: 18616 grad_norm: 0.1204 recall@thr=0.5: 0.8126 prec@thr=0.5: 0.8089 recall@top3: 0.8533 prec@top3: 0.6667 recall@top5: 0.9150 prec@top5: 0.4439 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 20:30:19 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 20:30:28 - mmengine - INFO - Epoch(train) [12][160/1441] lr: 2.0000e-02 eta: 3:22:12 time: 0.8910 data_time: 0.0834 memory: 18616 grad_norm: 0.1185 recall@thr=0.5: 0.8181 prec@thr=0.5: 0.9134 recall@top3: 0.8599 prec@top3: 0.7251 recall@top5: 0.9477 prec@top5: 0.5053 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 20:30:47 - mmengine - INFO - Epoch(train) [12][180/1441] lr: 2.0000e-02 eta: 3:21:54 time: 0.9929 data_time: 0.1580 memory: 18616 grad_norm: 0.1212 recall@thr=0.5: 0.6720 prec@thr=0.5: 0.8156 recall@top3: 0.8039 prec@top3: 0.6950 recall@top5: 0.9557 prec@top5: 0.5064 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:31:04 - mmengine - INFO - Epoch(train) [12][200/1441] lr: 2.0000e-02 eta: 3:21:33 time: 0.8396 data_time: 0.0293 memory: 18616 grad_norm: 0.1219 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.8693 recall@top3: 0.8745 prec@top3: 0.6928 recall@top5: 0.9346 prec@top5: 0.4549 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 20:31:21 - mmengine - INFO - Epoch(train) [12][220/1441] lr: 2.0000e-02 eta: 3:21:12 time: 0.8493 data_time: 0.0358 memory: 18616 grad_norm: 0.1205 recall@thr=0.5: 0.7976 prec@thr=0.5: 0.8743 recall@top3: 0.8429 prec@top3: 0.6667 recall@top5: 0.9429 prec@top5: 0.4514 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 20:31:38 - mmengine - INFO - Epoch(train) [12][240/1441] lr: 2.0000e-02 eta: 3:20:52 time: 0.8445 data_time: 0.0440 memory: 18616 grad_norm: 0.1210 recall@thr=0.5: 0.8690 prec@thr=0.5: 0.8968 recall@top3: 0.9226 prec@top3: 0.7619 recall@top5: 0.9563 prec@top5: 0.4810 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 20:31:55 - mmengine - INFO - Epoch(train) [12][260/1441] lr: 2.0000e-02 eta: 3:20:32 time: 0.8722 data_time: 0.0360 memory: 18616 grad_norm: 0.1215 recall@thr=0.5: 0.6140 prec@thr=0.5: 0.7281 recall@top3: 0.8289 prec@top3: 0.6140 recall@top5: 0.9211 prec@top5: 0.4105 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 20:32:13 - mmengine - INFO - Epoch(train) [12][280/1441] lr: 2.0000e-02 eta: 3:20:12 time: 0.8631 data_time: 0.0344 memory: 18616 grad_norm: 0.1209 recall@thr=0.5: 0.8131 prec@thr=0.5: 0.8649 recall@top3: 0.8401 prec@top3: 0.7838 recall@top5: 0.9077 prec@top5: 0.5189 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 20:32:30 - mmengine - INFO - Epoch(train) [12][300/1441] lr: 2.0000e-02 eta: 3:19:51 time: 0.8419 data_time: 0.0386 memory: 18616 grad_norm: 0.1213 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.8567 recall@top3: 0.8019 prec@top3: 0.6370 recall@top5: 0.9056 prec@top5: 0.4444 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 20:32:47 - mmengine - INFO - Epoch(train) [12][320/1441] lr: 2.0000e-02 eta: 3:19:31 time: 0.8787 data_time: 0.0397 memory: 18616 grad_norm: 0.1174 recall@thr=0.5: 0.8270 prec@thr=0.5: 0.8538 recall@top3: 0.8387 prec@top3: 0.7296 recall@top5: 0.9308 prec@top5: 0.4981 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 20:33:04 - mmengine - INFO - Epoch(train) [12][340/1441] lr: 2.0000e-02 eta: 3:19:10 time: 0.8196 data_time: 0.0336 memory: 18616 grad_norm: 0.1222 recall@thr=0.5: 0.8176 prec@thr=0.5: 0.8739 recall@top3: 0.9122 prec@top3: 0.8108 recall@top5: 0.9842 prec@top5: 0.5405 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 20:33:21 - mmengine - INFO - Epoch(train) [12][360/1441] lr: 2.0000e-02 eta: 3:18:50 time: 0.8574 data_time: 0.0335 memory: 18616 grad_norm: 0.1195 recall@thr=0.5: 0.7632 prec@thr=0.5: 0.8409 recall@top3: 0.8523 prec@top3: 0.7427 recall@top5: 0.9547 prec@top5: 0.5088 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 20:33:38 - mmengine - INFO - Epoch(train) [12][380/1441] lr: 2.0000e-02 eta: 3:18:29 time: 0.8610 data_time: 0.0400 memory: 18616 grad_norm: 0.1204 recall@thr=0.5: 0.7183 prec@thr=0.5: 0.7857 recall@top3: 0.7242 prec@top3: 0.6349 recall@top5: 0.8929 prec@top5: 0.4762 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 20:33:55 - mmengine - INFO - Epoch(train) [12][400/1441] lr: 2.0000e-02 eta: 3:18:09 time: 0.8533 data_time: 0.0361 memory: 18616 grad_norm: 0.1216 recall@thr=0.5: 0.8154 prec@thr=0.5: 0.8699 recall@top3: 0.8967 prec@top3: 0.8374 recall@top5: 1.0000 prec@top5: 0.5707 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 20:34:12 - mmengine - INFO - Epoch(train) [12][420/1441] lr: 2.0000e-02 eta: 3:17:49 time: 0.8601 data_time: 0.0313 memory: 18616 grad_norm: 0.1214 recall@thr=0.5: 0.8201 prec@thr=0.5: 0.8428 recall@top3: 0.9091 prec@top3: 0.7727 recall@top5: 0.9943 prec@top5: 0.5227 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 20:34:29 - mmengine - INFO - Epoch(train) [12][440/1441] lr: 2.0000e-02 eta: 3:17:29 time: 0.8512 data_time: 0.0429 memory: 18616 grad_norm: 0.1245 recall@thr=0.5: 0.8631 prec@thr=0.5: 0.8234 recall@top3: 0.8790 prec@top3: 0.6667 recall@top5: 0.9504 prec@top5: 0.4381 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 20:34:47 - mmengine - INFO - Epoch(train) [12][460/1441] lr: 2.0000e-02 eta: 3:17:09 time: 0.8751 data_time: 0.0416 memory: 18616 grad_norm: 0.1204 recall@thr=0.5: 0.6979 prec@thr=0.5: 0.7604 recall@top3: 0.8385 prec@top3: 0.6597 recall@top5: 0.8837 prec@top5: 0.4208 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 20:35:03 - mmengine - INFO - Epoch(train) [12][480/1441] lr: 2.0000e-02 eta: 3:16:48 time: 0.8350 data_time: 0.0338 memory: 18616 grad_norm: 0.1209 recall@thr=0.5: 0.8915 prec@thr=0.5: 0.8973 recall@top3: 0.9031 prec@top3: 0.6899 recall@top5: 0.9884 prec@top5: 0.4651 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 20:35:21 - mmengine - INFO - Epoch(train) [12][500/1441] lr: 2.0000e-02 eta: 3:16:28 time: 0.8636 data_time: 0.0388 memory: 18616 grad_norm: 0.1198 recall@thr=0.5: 0.7892 prec@thr=0.5: 0.8261 recall@top3: 0.8513 prec@top3: 0.7320 recall@top5: 0.9444 prec@top5: 0.4902 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 20:35:38 - mmengine - INFO - Epoch(train) [12][520/1441] lr: 2.0000e-02 eta: 3:16:08 time: 0.8635 data_time: 0.0404 memory: 18616 grad_norm: 0.1206 recall@thr=0.5: 0.8417 prec@thr=0.5: 0.8633 recall@top3: 0.8896 prec@top3: 0.6917 recall@top5: 0.9833 prec@top5: 0.4750 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 20:35:55 - mmengine - INFO - Epoch(train) [12][540/1441] lr: 2.0000e-02 eta: 3:15:47 time: 0.8599 data_time: 0.0331 memory: 18616 grad_norm: 0.1186 recall@thr=0.5: 0.7841 prec@thr=0.5: 0.8556 recall@top3: 0.8433 prec@top3: 0.7556 recall@top5: 0.9426 prec@top5: 0.5244 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 20:36:12 - mmengine - INFO - Epoch(train) [12][560/1441] lr: 2.0000e-02 eta: 3:15:27 time: 0.8554 data_time: 0.0444 memory: 18616 grad_norm: 0.1245 recall@thr=0.5: 0.7730 prec@thr=0.5: 0.8174 recall@top3: 0.8865 prec@top3: 0.7872 recall@top5: 0.9752 prec@top5: 0.5277 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:36:29 - mmengine - INFO - Epoch(train) [12][580/1441] lr: 2.0000e-02 eta: 3:15:07 time: 0.8476 data_time: 0.0403 memory: 18616 grad_norm: 0.1253 recall@thr=0.5: 0.6783 prec@thr=0.5: 0.6767 recall@top3: 0.8643 prec@top3: 0.6202 recall@top5: 0.9535 prec@top5: 0.4140 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:36:46 - mmengine - INFO - Epoch(train) [12][600/1441] lr: 2.0000e-02 eta: 3:14:46 time: 0.8515 data_time: 0.0379 memory: 18616 grad_norm: 0.1245 recall@thr=0.5: 0.7898 prec@thr=0.5: 0.8333 recall@top3: 0.8295 prec@top3: 0.7197 recall@top5: 0.9356 prec@top5: 0.4955 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 20:37:03 - mmengine - INFO - Epoch(train) [12][620/1441] lr: 2.0000e-02 eta: 3:14:26 time: 0.8472 data_time: 0.0325 memory: 18616 grad_norm: 0.1187 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8586 recall@top3: 0.8359 prec@top3: 0.7172 recall@top5: 0.9596 prec@top5: 0.5091 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 20:37:20 - mmengine - INFO - Epoch(train) [12][640/1441] lr: 2.0000e-02 eta: 3:14:06 time: 0.8480 data_time: 0.0372 memory: 18616 grad_norm: 0.1195 recall@thr=0.5: 0.7174 prec@thr=0.5: 0.8300 recall@top3: 0.7452 prec@top3: 0.6963 recall@top5: 0.9022 prec@top5: 0.5156 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:37:37 - mmengine - INFO - Epoch(train) [12][660/1441] lr: 2.0000e-02 eta: 3:13:46 time: 0.8638 data_time: 0.0337 memory: 18616 grad_norm: 0.1231 recall@thr=0.5: 0.7973 prec@thr=0.5: 0.9545 recall@top3: 0.9280 prec@top3: 0.7879 recall@top5: 0.9754 prec@top5: 0.5045 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 20:37:54 - mmengine - INFO - Epoch(train) [12][680/1441] lr: 2.0000e-02 eta: 3:13:25 time: 0.8280 data_time: 0.0381 memory: 18616 grad_norm: 0.1196 recall@thr=0.5: 0.8302 prec@thr=0.5: 0.8491 recall@top3: 0.8953 prec@top3: 0.7044 recall@top5: 0.9343 prec@top5: 0.4528 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 20:38:12 - mmengine - INFO - Epoch(train) [12][700/1441] lr: 2.0000e-02 eta: 3:13:05 time: 0.8816 data_time: 0.0399 memory: 18616 grad_norm: 0.1225 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8814 recall@top3: 0.8974 prec@top3: 0.8077 recall@top5: 0.9712 prec@top5: 0.5385 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 20:38:28 - mmengine - INFO - Epoch(train) [12][720/1441] lr: 2.0000e-02 eta: 3:12:45 time: 0.8351 data_time: 0.0341 memory: 18616 grad_norm: 0.1256 recall@thr=0.5: 0.7622 prec@thr=0.5: 0.8354 recall@top3: 0.8524 prec@top3: 0.7014 recall@top5: 0.9601 prec@top5: 0.4917 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 20:38:45 - mmengine - INFO - Epoch(train) [12][740/1441] lr: 2.0000e-02 eta: 3:12:24 time: 0.8477 data_time: 0.0364 memory: 18616 grad_norm: 0.1213 recall@thr=0.5: 0.6829 prec@thr=0.5: 0.7785 recall@top3: 0.8496 prec@top3: 0.7480 recall@top5: 0.9654 prec@top5: 0.5317 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 20:39:03 - mmengine - INFO - Epoch(train) [12][760/1441] lr: 2.0000e-02 eta: 3:12:04 time: 0.8637 data_time: 0.0339 memory: 18616 grad_norm: 0.1267 recall@thr=0.5: 0.7772 prec@thr=0.5: 0.9311 recall@top3: 0.8442 prec@top3: 0.7628 recall@top5: 0.9522 prec@top5: 0.5385 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 20:39:20 - mmengine - INFO - Epoch(train) [12][780/1441] lr: 2.0000e-02 eta: 3:11:44 time: 0.8567 data_time: 0.0402 memory: 18616 grad_norm: 0.1224 recall@thr=0.5: 0.6569 prec@thr=0.5: 0.6029 recall@top3: 0.7451 prec@top3: 0.4412 recall@top5: 0.8971 prec@top5: 0.3118 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 20:39:37 - mmengine - INFO - Epoch(train) [12][800/1441] lr: 2.0000e-02 eta: 3:11:24 time: 0.8670 data_time: 0.0378 memory: 18616 grad_norm: 0.1299 recall@thr=0.5: 0.7035 prec@thr=0.5: 0.8045 recall@top3: 0.8205 prec@top3: 0.6987 recall@top5: 0.9359 prec@top5: 0.4769 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 20:39:59 - mmengine - INFO - Epoch(train) [12][820/1441] lr: 2.0000e-02 eta: 3:11:08 time: 1.1204 data_time: 0.1058 memory: 18616 grad_norm: 0.1238 recall@thr=0.5: 0.7307 prec@thr=0.5: 0.7729 recall@top3: 0.7984 prec@top3: 0.6601 recall@top5: 0.9271 prec@top5: 0.4549 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 20:40:17 - mmengine - INFO - Epoch(train) [12][840/1441] lr: 2.0000e-02 eta: 3:10:48 time: 0.8518 data_time: 0.0378 memory: 18616 grad_norm: 0.1208 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7855 recall@top3: 0.8245 prec@top3: 0.6312 recall@top5: 0.9468 prec@top5: 0.4383 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 20:40:35 - mmengine - INFO - Epoch(train) [12][860/1441] lr: 2.0000e-02 eta: 3:10:29 time: 0.9434 data_time: 0.0366 memory: 18616 grad_norm: 0.1236 recall@thr=0.5: 0.7991 prec@thr=0.5: 0.7782 recall@top3: 0.8556 prec@top3: 0.6923 recall@top5: 0.9872 prec@top5: 0.5077 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 20:40:59 - mmengine - INFO - Epoch(train) [12][880/1441] lr: 2.0000e-02 eta: 3:10:13 time: 1.1731 data_time: 0.0436 memory: 18616 grad_norm: 0.1225 recall@thr=0.5: 0.6723 prec@thr=0.5: 0.6970 recall@top3: 0.7045 prec@top3: 0.6136 recall@top5: 0.8977 prec@top5: 0.4682 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 20:41:19 - mmengine - INFO - Epoch(train) [12][900/1441] lr: 2.0000e-02 eta: 3:09:55 time: 0.9934 data_time: 0.0429 memory: 18616 grad_norm: 0.1223 recall@thr=0.5: 0.9060 prec@thr=0.5: 0.9273 recall@top3: 0.9017 prec@top3: 0.6496 recall@top5: 1.0000 prec@top5: 0.4513 loss_action_cls: 0.0290 loss: 0.0290 2022/08/07 20:41:46 - mmengine - INFO - Epoch(train) [12][920/1441] lr: 2.0000e-02 eta: 3:09:43 time: 1.3865 data_time: 0.0425 memory: 18616 grad_norm: 0.1236 recall@thr=0.5: 0.7367 prec@thr=0.5: 0.8667 recall@top3: 0.8483 prec@top3: 0.7867 recall@top5: 0.9383 prec@top5: 0.5320 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:42:04 - mmengine - INFO - Epoch(train) [12][940/1441] lr: 2.0000e-02 eta: 3:09:23 time: 0.8671 data_time: 0.0393 memory: 18616 grad_norm: 0.1231 recall@thr=0.5: 0.7074 prec@thr=0.5: 0.7759 recall@top3: 0.8278 prec@top3: 0.6593 recall@top5: 0.9667 prec@top5: 0.4667 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 20:42:21 - mmengine - INFO - Epoch(train) [12][960/1441] lr: 2.0000e-02 eta: 3:09:02 time: 0.8428 data_time: 0.0402 memory: 18616 grad_norm: 0.1203 recall@thr=0.5: 0.6868 prec@thr=0.5: 0.8291 recall@top3: 0.8137 prec@top3: 0.6239 recall@top5: 0.9222 prec@top5: 0.4410 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 20:42:39 - mmengine - INFO - Epoch(train) [12][980/1441] lr: 2.0000e-02 eta: 3:08:43 time: 0.9057 data_time: 0.0346 memory: 18616 grad_norm: 0.1256 recall@thr=0.5: 0.6891 prec@thr=0.5: 0.8295 recall@top3: 0.8395 prec@top3: 0.6744 recall@top5: 0.9341 prec@top5: 0.4651 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 20:42:56 - mmengine - INFO - Epoch(train) [12][1000/1441] lr: 2.0000e-02 eta: 3:08:23 time: 0.8559 data_time: 0.0401 memory: 18616 grad_norm: 0.1228 recall@thr=0.5: 0.8346 prec@thr=0.5: 0.8782 recall@top3: 0.8765 prec@top3: 0.8205 recall@top5: 0.9744 prec@top5: 0.5641 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 20:43:13 - mmengine - INFO - Epoch(train) [12][1020/1441] lr: 2.0000e-02 eta: 3:08:03 time: 0.8751 data_time: 0.0346 memory: 18616 grad_norm: 0.1194 recall@thr=0.5: 0.7513 prec@thr=0.5: 0.8350 recall@top3: 0.8287 prec@top3: 0.7000 recall@top5: 0.9160 prec@top5: 0.4800 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:43:30 - mmengine - INFO - Epoch(train) [12][1040/1441] lr: 2.0000e-02 eta: 3:07:43 time: 0.8521 data_time: 0.0382 memory: 18616 grad_norm: 0.1220 recall@thr=0.5: 0.8721 prec@thr=0.5: 0.8837 recall@top3: 0.9070 prec@top3: 0.7597 recall@top5: 0.9806 prec@top5: 0.5070 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 20:43:48 - mmengine - INFO - Epoch(train) [12][1060/1441] lr: 2.0000e-02 eta: 3:07:23 time: 0.8804 data_time: 0.0531 memory: 18616 grad_norm: 0.1220 recall@thr=0.5: 0.8798 prec@thr=0.5: 0.8410 recall@top3: 0.8494 prec@top3: 0.7115 recall@top5: 0.9231 prec@top5: 0.4808 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 20:44:05 - mmengine - INFO - Epoch(train) [12][1080/1441] lr: 2.0000e-02 eta: 3:07:02 time: 0.8384 data_time: 0.0415 memory: 18616 grad_norm: 0.1239 recall@thr=0.5: 0.8043 prec@thr=0.5: 0.8007 recall@top3: 0.8478 prec@top3: 0.6449 recall@top5: 0.9583 prec@top5: 0.4565 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 20:44:22 - mmengine - INFO - Epoch(train) [12][1100/1441] lr: 2.0000e-02 eta: 3:06:42 time: 0.8545 data_time: 0.0396 memory: 18616 grad_norm: 0.1221 recall@thr=0.5: 0.8358 prec@thr=0.5: 0.9118 recall@top3: 0.8463 prec@top3: 0.7073 recall@top5: 0.9268 prec@top5: 0.4780 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 20:44:39 - mmengine - INFO - Epoch(train) [12][1120/1441] lr: 2.0000e-02 eta: 3:06:22 time: 0.8584 data_time: 0.0484 memory: 18616 grad_norm: 0.1217 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8292 recall@top3: 0.7917 prec@top3: 0.7417 recall@top5: 0.9208 prec@top5: 0.5050 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 20:44:56 - mmengine - INFO - Epoch(train) [12][1140/1441] lr: 2.0000e-02 eta: 3:06:02 time: 0.8456 data_time: 0.0338 memory: 18616 grad_norm: 0.1225 recall@thr=0.5: 0.8682 prec@thr=0.5: 0.9000 recall@top3: 0.9273 prec@top3: 0.8242 recall@top5: 0.9894 prec@top5: 0.5418 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 20:45:04 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 20:45:13 - mmengine - INFO - Epoch(train) [12][1160/1441] lr: 2.0000e-02 eta: 3:05:42 time: 0.8570 data_time: 0.0346 memory: 18616 grad_norm: 0.1233 recall@thr=0.5: 0.8131 prec@thr=0.5: 0.8007 recall@top3: 0.8843 prec@top3: 0.6993 recall@top5: 0.9902 prec@top5: 0.4824 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 20:45:30 - mmengine - INFO - Epoch(train) [12][1180/1441] lr: 2.0000e-02 eta: 3:05:22 time: 0.8582 data_time: 0.0355 memory: 18616 grad_norm: 0.1245 recall@thr=0.5: 0.8033 prec@thr=0.5: 0.8900 recall@top3: 0.8767 prec@top3: 0.7733 recall@top5: 0.9433 prec@top5: 0.5120 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 20:45:47 - mmengine - INFO - Epoch(train) [12][1200/1441] lr: 2.0000e-02 eta: 3:05:01 time: 0.8375 data_time: 0.0410 memory: 18616 grad_norm: 0.1236 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.7524 recall@top3: 0.8952 prec@top3: 0.6381 recall@top5: 0.9476 prec@top5: 0.4057 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 20:46:04 - mmengine - INFO - Epoch(train) [12][1220/1441] lr: 2.0000e-02 eta: 3:04:42 time: 0.8673 data_time: 0.0359 memory: 18616 grad_norm: 0.1247 recall@thr=0.5: 0.7466 prec@thr=0.5: 0.7517 recall@top3: 0.8622 prec@top3: 0.6054 recall@top5: 0.9524 prec@top5: 0.4041 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 20:46:21 - mmengine - INFO - Epoch(train) [12][1240/1441] lr: 2.0000e-02 eta: 3:04:21 time: 0.8439 data_time: 0.0356 memory: 18616 grad_norm: 0.1215 recall@thr=0.5: 0.7561 prec@thr=0.5: 0.8455 recall@top3: 0.9187 prec@top3: 0.7236 recall@top5: 0.9634 prec@top5: 0.4683 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 20:46:38 - mmengine - INFO - Epoch(train) [12][1260/1441] lr: 2.0000e-02 eta: 3:04:01 time: 0.8340 data_time: 0.0364 memory: 18616 grad_norm: 0.1242 recall@thr=0.5: 0.8245 prec@thr=0.5: 0.8138 recall@top3: 0.8652 prec@top3: 0.7092 recall@top5: 0.9858 prec@top5: 0.4936 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 20:46:55 - mmengine - INFO - Epoch(train) [12][1280/1441] lr: 2.0000e-02 eta: 3:03:41 time: 0.8465 data_time: 0.0324 memory: 18616 grad_norm: 0.1243 recall@thr=0.5: 0.7808 prec@thr=0.5: 0.7554 recall@top3: 0.9438 prec@top3: 0.6812 recall@top5: 0.9710 prec@top5: 0.4217 loss_action_cls: 0.0291 loss: 0.0291 2022/08/07 20:47:12 - mmengine - INFO - Epoch(train) [12][1300/1441] lr: 2.0000e-02 eta: 3:03:21 time: 0.8604 data_time: 0.0339 memory: 18616 grad_norm: 0.1247 recall@thr=0.5: 0.8651 prec@thr=0.5: 0.8294 recall@top3: 0.9325 prec@top3: 0.6508 recall@top5: 0.9643 prec@top5: 0.4095 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 20:47:30 - mmengine - INFO - Epoch(train) [12][1320/1441] lr: 2.0000e-02 eta: 3:03:01 time: 0.8710 data_time: 0.0335 memory: 18616 grad_norm: 0.1238 recall@thr=0.5: 0.8644 prec@thr=0.5: 0.9148 recall@top3: 0.9244 prec@top3: 0.6370 recall@top5: 0.9881 prec@top5: 0.4178 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 20:47:46 - mmengine - INFO - Epoch(train) [12][1340/1441] lr: 2.0000e-02 eta: 3:02:40 time: 0.8201 data_time: 0.0411 memory: 18616 grad_norm: 0.1216 recall@thr=0.5: 0.7076 prec@thr=0.5: 0.7458 recall@top3: 0.8337 prec@top3: 0.7222 recall@top5: 0.9455 prec@top5: 0.5042 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:48:03 - mmengine - INFO - Epoch(train) [12][1360/1441] lr: 2.0000e-02 eta: 3:02:20 time: 0.8545 data_time: 0.0515 memory: 18616 grad_norm: 0.1275 recall@thr=0.5: 0.7780 prec@thr=0.5: 0.9167 recall@top3: 0.8387 prec@top3: 0.8067 recall@top5: 0.9103 prec@top5: 0.5480 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 20:48:20 - mmengine - INFO - Epoch(train) [12][1380/1441] lr: 2.0000e-02 eta: 3:02:00 time: 0.8462 data_time: 0.0361 memory: 18616 grad_norm: 0.1266 recall@thr=0.5: 0.7819 prec@thr=0.5: 0.8676 recall@top3: 0.8554 prec@top3: 0.6765 recall@top5: 0.9755 prec@top5: 0.4824 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 20:48:37 - mmengine - INFO - Epoch(train) [12][1400/1441] lr: 2.0000e-02 eta: 3:01:40 time: 0.8515 data_time: 0.0383 memory: 18616 grad_norm: 0.1233 recall@thr=0.5: 0.8302 prec@thr=0.5: 0.8101 recall@top3: 0.8922 prec@top3: 0.6667 recall@top5: 0.9403 prec@top5: 0.4372 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:48:54 - mmengine - INFO - Epoch(train) [12][1420/1441] lr: 2.0000e-02 eta: 3:01:20 time: 0.8706 data_time: 0.0317 memory: 18616 grad_norm: 0.1269 recall@thr=0.5: 0.8681 prec@thr=0.5: 0.8663 recall@top3: 0.9410 prec@top3: 0.6111 recall@top5: 0.9792 prec@top5: 0.3875 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 20:49:11 - mmengine - INFO - Epoch(train) [12][1440/1441] lr: 2.0000e-02 eta: 3:01:00 time: 0.8334 data_time: 0.0363 memory: 18616 grad_norm: 0.1246 recall@thr=0.5: 0.7866 prec@thr=0.5: 0.8110 recall@top3: 0.8008 prec@top3: 0.6748 recall@top5: 0.9415 prec@top5: 0.4976 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:49:12 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 20:49:12 - mmengine - INFO - Epoch(train) [12][1441/1441] lr: 2.0000e-02 eta: 3:01:00 time: 0.8195 data_time: 0.0372 memory: 9568 grad_norm: 0.1267 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7701 recall@top3: 0.7708 prec@top3: 0.6944 recall@top5: 0.9028 prec@top5: 0.4917 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 20:49:12 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/08/07 20:49:18 - mmengine - INFO - Epoch(val) [12][20/6282] eta: 0:07:04 time: 0.0678 data_time: 0.0231 memory: 663 2022/08/07 20:49:19 - mmengine - INFO - Epoch(val) [12][40/6282] eta: 0:04:52 time: 0.0468 data_time: 0.0051 memory: 663 2022/08/07 20:49:20 - mmengine - INFO - Epoch(val) [12][60/6282] eta: 0:05:19 time: 0.0514 data_time: 0.0075 memory: 663 2022/08/07 20:49:21 - mmengine - INFO - Epoch(val) [12][80/6282] eta: 0:05:14 time: 0.0507 data_time: 0.0061 memory: 663 2022/08/07 20:49:22 - mmengine - INFO - Epoch(val) [12][100/6282] eta: 0:04:45 time: 0.0463 data_time: 0.0053 memory: 663 2022/08/07 20:49:23 - mmengine - INFO - Epoch(val) [12][120/6282] eta: 0:06:08 time: 0.0598 data_time: 0.0068 memory: 726 2022/08/07 20:49:25 - mmengine - INFO - Epoch(val) [12][140/6282] eta: 0:06:25 time: 0.0627 data_time: 0.0081 memory: 726 2022/08/07 20:49:26 - mmengine - INFO - Epoch(val) [12][160/6282] eta: 0:06:34 time: 0.0645 data_time: 0.0064 memory: 726 2022/08/07 20:49:27 - mmengine - INFO - Epoch(val) [12][180/6282] eta: 0:07:00 time: 0.0689 data_time: 0.0069 memory: 726 2022/08/07 20:49:29 - mmengine - INFO - Epoch(val) [12][200/6282] eta: 0:06:17 time: 0.0621 data_time: 0.0074 memory: 726 2022/08/07 20:49:30 - mmengine - INFO - Epoch(val) [12][220/6282] eta: 0:05:09 time: 0.0511 data_time: 0.0059 memory: 676 2022/08/07 20:49:31 - mmengine - INFO - Epoch(val) [12][240/6282] eta: 0:04:56 time: 0.0491 data_time: 0.0056 memory: 676 2022/08/07 20:49:32 - mmengine - INFO - Epoch(val) [12][260/6282] eta: 0:05:02 time: 0.0502 data_time: 0.0051 memory: 676 2022/08/07 20:49:33 - mmengine - INFO - Epoch(val) [12][280/6282] eta: 0:05:04 time: 0.0508 data_time: 0.0052 memory: 676 2022/08/07 20:49:34 - mmengine - INFO - Epoch(val) [12][300/6282] eta: 0:05:39 time: 0.0568 data_time: 0.0087 memory: 726 2022/08/07 20:49:36 - mmengine - INFO - Epoch(val) [12][320/6282] eta: 0:09:13 time: 0.0929 data_time: 0.0402 memory: 726 2022/08/07 20:49:37 - mmengine - INFO - Epoch(val) [12][340/6282] eta: 0:08:22 time: 0.0845 data_time: 0.0289 memory: 726 2022/08/07 20:49:39 - mmengine - INFO - Epoch(val) [12][360/6282] eta: 0:09:12 time: 0.0932 data_time: 0.0411 memory: 726 2022/08/07 20:49:41 - mmengine - INFO - Epoch(val) [12][380/6282] eta: 0:08:24 time: 0.0855 data_time: 0.0309 memory: 726 2022/08/07 20:49:42 - mmengine - INFO - Epoch(val) [12][400/6282] eta: 0:06:25 time: 0.0656 data_time: 0.0169 memory: 726 2022/08/07 20:49:43 - mmengine - INFO - Epoch(val) [12][420/6282] eta: 0:05:27 time: 0.0558 data_time: 0.0072 memory: 677 2022/08/07 20:49:44 - mmengine - INFO - Epoch(val) [12][440/6282] eta: 0:05:13 time: 0.0537 data_time: 0.0055 memory: 677 2022/08/07 20:49:46 - mmengine - INFO - Epoch(val) [12][460/6282] eta: 0:05:06 time: 0.0527 data_time: 0.0069 memory: 677 2022/08/07 20:49:47 - mmengine - INFO - Epoch(val) [12][480/6282] eta: 0:08:19 time: 0.0861 data_time: 0.0073 memory: 677 2022/08/07 20:49:48 - mmengine - INFO - Epoch(val) [12][500/6282] eta: 0:05:03 time: 0.0524 data_time: 0.0089 memory: 677 2022/08/07 20:49:49 - mmengine - INFO - Epoch(val) [12][520/6282] eta: 0:04:44 time: 0.0494 data_time: 0.0059 memory: 676 2022/08/07 20:49:50 - mmengine - INFO - Epoch(val) [12][540/6282] eta: 0:04:58 time: 0.0519 data_time: 0.0066 memory: 676 2022/08/07 20:49:51 - mmengine - INFO - Epoch(val) [12][560/6282] eta: 0:04:47 time: 0.0502 data_time: 0.0051 memory: 676 2022/08/07 20:49:52 - mmengine - INFO - Epoch(val) [12][580/6282] eta: 0:04:40 time: 0.0491 data_time: 0.0052 memory: 676 2022/08/07 20:49:53 - mmengine - INFO - Epoch(val) [12][600/6282] eta: 0:04:53 time: 0.0516 data_time: 0.0065 memory: 676 2022/08/07 20:49:54 - mmengine - INFO - Epoch(val) [12][620/6282] eta: 0:04:26 time: 0.0471 data_time: 0.0047 memory: 676 2022/08/07 20:49:55 - mmengine - INFO - Epoch(val) [12][640/6282] eta: 0:03:58 time: 0.0422 data_time: 0.0047 memory: 670 2022/08/07 20:49:56 - mmengine - INFO - Epoch(val) [12][660/6282] eta: 0:04:03 time: 0.0434 data_time: 0.0040 memory: 670 2022/08/07 20:49:57 - mmengine - INFO - Epoch(val) [12][680/6282] eta: 0:04:06 time: 0.0439 data_time: 0.0075 memory: 670 2022/08/07 20:49:58 - mmengine - INFO - Epoch(val) [12][700/6282] eta: 0:04:04 time: 0.0437 data_time: 0.0048 memory: 670 2022/08/07 20:50:01 - mmengine - INFO - Epoch(val) [12][720/6282] eta: 0:12:16 time: 0.1324 data_time: 0.0857 memory: 726 2022/08/07 20:50:04 - mmengine - INFO - Epoch(val) [12][740/6282] eta: 0:16:09 time: 0.1749 data_time: 0.1143 memory: 726 2022/08/07 20:50:07 - mmengine - INFO - Epoch(val) [12][760/6282] eta: 0:13:33 time: 0.1474 data_time: 0.0868 memory: 726 2022/08/07 20:50:10 - mmengine - INFO - Epoch(val) [12][780/6282] eta: 0:15:21 time: 0.1674 data_time: 0.1204 memory: 726 2022/08/07 20:50:13 - mmengine - INFO - Epoch(val) [12][800/6282] eta: 0:13:05 time: 0.1432 data_time: 0.0873 memory: 726 2022/08/07 20:50:15 - mmengine - INFO - Epoch(val) [12][820/6282] eta: 0:08:38 time: 0.0950 data_time: 0.0462 memory: 726 2022/08/07 20:50:17 - mmengine - INFO - Epoch(val) [12][840/6282] eta: 0:07:18 time: 0.0805 data_time: 0.0053 memory: 676 2022/08/07 20:50:18 - mmengine - INFO - Epoch(val) [12][860/6282] eta: 0:04:38 time: 0.0513 data_time: 0.0060 memory: 676 2022/08/07 20:50:19 - mmengine - INFO - Epoch(val) [12][880/6282] eta: 0:04:50 time: 0.0538 data_time: 0.0082 memory: 676 2022/08/07 20:50:20 - mmengine - INFO - Epoch(val) [12][900/6282] eta: 0:04:58 time: 0.0555 data_time: 0.0067 memory: 676 2022/08/07 20:50:21 - mmengine - INFO - Epoch(val) [12][920/6282] eta: 0:04:50 time: 0.0541 data_time: 0.0074 memory: 676 2022/08/07 20:50:22 - mmengine - INFO - Epoch(val) [12][940/6282] eta: 0:04:36 time: 0.0518 data_time: 0.0065 memory: 663 2022/08/07 20:50:23 - mmengine - INFO - Epoch(val) [12][960/6282] eta: 0:04:53 time: 0.0551 data_time: 0.0067 memory: 663 2022/08/07 20:50:24 - mmengine - INFO - Epoch(val) [12][980/6282] eta: 0:04:36 time: 0.0522 data_time: 0.0067 memory: 663 2022/08/07 20:50:25 - mmengine - INFO - Epoch(val) [12][1000/6282] eta: 0:04:25 time: 0.0503 data_time: 0.0067 memory: 663 2022/08/07 20:50:26 - mmengine - INFO - Epoch(val) [12][1020/6282] eta: 0:04:50 time: 0.0552 data_time: 0.0062 memory: 676 2022/08/07 20:50:28 - mmengine - INFO - Epoch(val) [12][1040/6282] eta: 0:04:32 time: 0.0520 data_time: 0.0066 memory: 676 2022/08/07 20:50:29 - mmengine - INFO - Epoch(val) [12][1060/6282] eta: 0:04:31 time: 0.0521 data_time: 0.0049 memory: 676 2022/08/07 20:50:30 - mmengine - INFO - Epoch(val) [12][1080/6282] eta: 0:04:45 time: 0.0549 data_time: 0.0066 memory: 676 2022/08/07 20:50:31 - mmengine - INFO - Epoch(val) [12][1100/6282] eta: 0:04:38 time: 0.0538 data_time: 0.0067 memory: 676 2022/08/07 20:50:32 - mmengine - INFO - Epoch(val) [12][1120/6282] eta: 0:04:48 time: 0.0558 data_time: 0.0068 memory: 676 2022/08/07 20:50:33 - mmengine - INFO - Epoch(val) [12][1140/6282] eta: 0:04:24 time: 0.0515 data_time: 0.0060 memory: 676 2022/08/07 20:50:34 - mmengine - INFO - Epoch(val) [12][1160/6282] eta: 0:04:05 time: 0.0479 data_time: 0.0047 memory: 676 2022/08/07 20:50:35 - mmengine - INFO - Epoch(val) [12][1180/6282] eta: 0:03:45 time: 0.0442 data_time: 0.0047 memory: 676 2022/08/07 20:50:36 - mmengine - INFO - Epoch(val) [12][1200/6282] eta: 0:03:40 time: 0.0434 data_time: 0.0040 memory: 676 2022/08/07 20:50:37 - mmengine - INFO - Epoch(val) [12][1220/6282] eta: 0:05:55 time: 0.0702 data_time: 0.0043 memory: 676 2022/08/07 20:50:40 - mmengine - INFO - Epoch(val) [12][1240/6282] eta: 0:12:22 time: 0.1474 data_time: 0.0996 memory: 726 2022/08/07 20:50:43 - mmengine - INFO - Epoch(val) [12][1260/6282] eta: 0:11:49 time: 0.1413 data_time: 0.0929 memory: 726 2022/08/07 20:50:46 - mmengine - INFO - Epoch(val) [12][1280/6282] eta: 0:13:07 time: 0.1575 data_time: 0.1115 memory: 726 2022/08/07 20:50:49 - mmengine - INFO - Epoch(val) [12][1300/6282] eta: 0:12:08 time: 0.1462 data_time: 0.1002 memory: 726 2022/08/07 20:50:53 - mmengine - INFO - Epoch(val) [12][1320/6282] eta: 0:14:32 time: 0.1759 data_time: 0.1280 memory: 726 2022/08/07 20:50:55 - mmengine - INFO - Epoch(val) [12][1340/6282] eta: 0:11:09 time: 0.1355 data_time: 0.0873 memory: 726 2022/08/07 20:50:59 - mmengine - INFO - Epoch(val) [12][1360/6282] eta: 0:15:26 time: 0.1882 data_time: 0.1163 memory: 726 2022/08/07 20:51:02 - mmengine - INFO - Epoch(val) [12][1380/6282] eta: 0:10:52 time: 0.1330 data_time: 0.0851 memory: 726 2022/08/07 20:51:05 - mmengine - INFO - Epoch(val) [12][1400/6282] eta: 0:12:52 time: 0.1582 data_time: 0.1091 memory: 726 2022/08/07 20:51:08 - mmengine - INFO - Epoch(val) [12][1420/6282] eta: 0:11:36 time: 0.1432 data_time: 0.0877 memory: 726 2022/08/07 20:51:09 - mmengine - INFO - Epoch(val) [12][1440/6282] eta: 0:04:55 time: 0.0609 data_time: 0.0070 memory: 726 2022/08/07 20:51:11 - mmengine - INFO - Epoch(val) [12][1460/6282] eta: 0:06:36 time: 0.0822 data_time: 0.0056 memory: 726 2022/08/07 20:51:12 - mmengine - INFO - Epoch(val) [12][1480/6282] eta: 0:05:19 time: 0.0666 data_time: 0.0087 memory: 726 2022/08/07 20:51:13 - mmengine - INFO - Epoch(val) [12][1500/6282] eta: 0:04:59 time: 0.0626 data_time: 0.0066 memory: 726 2022/08/07 20:51:14 - mmengine - INFO - Epoch(val) [12][1520/6282] eta: 0:04:54 time: 0.0619 data_time: 0.0057 memory: 798 2022/08/07 20:51:16 - mmengine - INFO - Epoch(val) [12][1540/6282] eta: 0:05:39 time: 0.0716 data_time: 0.0080 memory: 798 2022/08/07 20:51:18 - mmengine - INFO - Epoch(val) [12][1560/6282] eta: 0:06:29 time: 0.0825 data_time: 0.0158 memory: 798 2022/08/07 20:51:19 - mmengine - INFO - Epoch(val) [12][1580/6282] eta: 0:05:43 time: 0.0730 data_time: 0.0100 memory: 798 2022/08/07 20:51:21 - mmengine - INFO - Epoch(val) [12][1600/6282] eta: 0:05:43 time: 0.0734 data_time: 0.0091 memory: 798 2022/08/07 20:51:22 - mmengine - INFO - Epoch(val) [12][1620/6282] eta: 0:05:32 time: 0.0713 data_time: 0.0096 memory: 798 2022/08/07 20:51:24 - mmengine - INFO - Epoch(val) [12][1640/6282] eta: 0:06:11 time: 0.0801 data_time: 0.0057 memory: 726 2022/08/07 20:51:25 - mmengine - INFO - Epoch(val) [12][1660/6282] eta: 0:04:12 time: 0.0545 data_time: 0.0061 memory: 726 2022/08/07 20:51:26 - mmengine - INFO - Epoch(val) [12][1680/6282] eta: 0:04:05 time: 0.0534 data_time: 0.0062 memory: 726 2022/08/07 20:51:27 - mmengine - INFO - Epoch(val) [12][1700/6282] eta: 0:04:16 time: 0.0560 data_time: 0.0066 memory: 726 2022/08/07 20:51:28 - mmengine - INFO - Epoch(val) [12][1720/6282] eta: 0:04:08 time: 0.0544 data_time: 0.0062 memory: 726 2022/08/07 20:51:29 - mmengine - INFO - Epoch(val) [12][1740/6282] eta: 0:04:06 time: 0.0543 data_time: 0.0062 memory: 726 2022/08/07 20:51:30 - mmengine - INFO - Epoch(val) [12][1760/6282] eta: 0:04:31 time: 0.0600 data_time: 0.0059 memory: 726 2022/08/07 20:51:31 - mmengine - INFO - Epoch(val) [12][1780/6282] eta: 0:04:13 time: 0.0563 data_time: 0.0056 memory: 726 2022/08/07 20:51:33 - mmengine - INFO - Epoch(val) [12][1800/6282] eta: 0:04:12 time: 0.0564 data_time: 0.0056 memory: 726 2022/08/07 20:51:34 - mmengine - INFO - Epoch(val) [12][1820/6282] eta: 0:04:11 time: 0.0565 data_time: 0.0059 memory: 726 2022/08/07 20:51:35 - mmengine - INFO - Epoch(val) [12][1840/6282] eta: 0:05:50 time: 0.0789 data_time: 0.0283 memory: 726 2022/08/07 20:51:39 - mmengine - INFO - Epoch(val) [12][1860/6282] eta: 0:13:03 time: 0.1772 data_time: 0.0987 memory: 726 2022/08/07 20:51:42 - mmengine - INFO - Epoch(val) [12][1880/6282] eta: 0:09:36 time: 0.1311 data_time: 0.0797 memory: 726 2022/08/07 20:51:45 - mmengine - INFO - Epoch(val) [12][1900/6282] eta: 0:11:59 time: 0.1642 data_time: 0.1156 memory: 726 2022/08/07 20:51:47 - mmengine - INFO - Epoch(val) [12][1920/6282] eta: 0:09:39 time: 0.1329 data_time: 0.0792 memory: 726 2022/08/07 20:51:50 - mmengine - INFO - Epoch(val) [12][1940/6282] eta: 0:09:03 time: 0.1251 data_time: 0.0749 memory: 726 2022/08/07 20:51:51 - mmengine - INFO - Epoch(val) [12][1960/6282] eta: 0:03:50 time: 0.0532 data_time: 0.0041 memory: 677 2022/08/07 20:51:52 - mmengine - INFO - Epoch(val) [12][1980/6282] eta: 0:03:56 time: 0.0550 data_time: 0.0074 memory: 677 2022/08/07 20:51:53 - mmengine - INFO - Epoch(val) [12][2000/6282] eta: 0:03:38 time: 0.0510 data_time: 0.0072 memory: 677 2022/08/07 20:51:54 - mmengine - INFO - Epoch(val) [12][2020/6282] eta: 0:03:47 time: 0.0534 data_time: 0.0082 memory: 677 2022/08/07 20:51:55 - mmengine - INFO - Epoch(val) [12][2040/6282] eta: 0:03:44 time: 0.0530 data_time: 0.0052 memory: 677 2022/08/07 20:51:57 - mmengine - INFO - Epoch(val) [12][2060/6282] eta: 0:05:40 time: 0.0807 data_time: 0.0059 memory: 677 2022/08/07 20:51:58 - mmengine - INFO - Epoch(val) [12][2080/6282] eta: 0:03:36 time: 0.0516 data_time: 0.0056 memory: 677 2022/08/07 20:51:59 - mmengine - INFO - Epoch(val) [12][2100/6282] eta: 0:03:48 time: 0.0545 data_time: 0.0064 memory: 677 2022/08/07 20:52:00 - mmengine - INFO - Epoch(val) [12][2120/6282] eta: 0:03:53 time: 0.0560 data_time: 0.0055 memory: 677 2022/08/07 20:52:01 - mmengine - INFO - Epoch(val) [12][2140/6282] eta: 0:03:52 time: 0.0560 data_time: 0.0074 memory: 677 2022/08/07 20:52:03 - mmengine - INFO - Epoch(val) [12][2160/6282] eta: 0:03:49 time: 0.0558 data_time: 0.0071 memory: 676 2022/08/07 20:52:04 - mmengine - INFO - Epoch(val) [12][2180/6282] eta: 0:03:59 time: 0.0584 data_time: 0.0062 memory: 676 2022/08/07 20:52:05 - mmengine - INFO - Epoch(val) [12][2200/6282] eta: 0:03:37 time: 0.0532 data_time: 0.0062 memory: 676 2022/08/07 20:52:06 - mmengine - INFO - Epoch(val) [12][2220/6282] eta: 0:03:44 time: 0.0554 data_time: 0.0060 memory: 676 2022/08/07 20:52:07 - mmengine - INFO - Epoch(val) [12][2240/6282] eta: 0:03:40 time: 0.0545 data_time: 0.0063 memory: 676 2022/08/07 20:52:08 - mmengine - INFO - Epoch(val) [12][2260/6282] eta: 0:03:46 time: 0.0562 data_time: 0.0058 memory: 677 2022/08/07 20:52:09 - mmengine - INFO - Epoch(val) [12][2280/6282] eta: 0:03:31 time: 0.0528 data_time: 0.0047 memory: 677 2022/08/07 20:52:10 - mmengine - INFO - Epoch(val) [12][2300/6282] eta: 0:03:25 time: 0.0517 data_time: 0.0070 memory: 677 2022/08/07 20:52:11 - mmengine - INFO - Epoch(val) [12][2320/6282] eta: 0:03:35 time: 0.0543 data_time: 0.0060 memory: 677 2022/08/07 20:52:13 - mmengine - INFO - Epoch(val) [12][2340/6282] eta: 0:03:41 time: 0.0563 data_time: 0.0066 memory: 677 2022/08/07 20:52:14 - mmengine - INFO - Epoch(val) [12][2360/6282] eta: 0:03:38 time: 0.0557 data_time: 0.0082 memory: 676 2022/08/07 20:52:15 - mmengine - INFO - Epoch(val) [12][2380/6282] eta: 0:03:25 time: 0.0527 data_time: 0.0049 memory: 676 2022/08/07 20:52:16 - mmengine - INFO - Epoch(val) [12][2400/6282] eta: 0:03:17 time: 0.0510 data_time: 0.0064 memory: 676 2022/08/07 20:52:17 - mmengine - INFO - Epoch(val) [12][2420/6282] eta: 0:04:42 time: 0.0731 data_time: 0.0062 memory: 676 2022/08/07 20:52:18 - mmengine - INFO - Epoch(val) [12][2440/6282] eta: 0:03:43 time: 0.0583 data_time: 0.0075 memory: 676 2022/08/07 20:52:20 - mmengine - INFO - Epoch(val) [12][2460/6282] eta: 0:05:01 time: 0.0788 data_time: 0.0252 memory: 726 2022/08/07 20:52:22 - mmengine - INFO - Epoch(val) [12][2480/6282] eta: 0:04:59 time: 0.0787 data_time: 0.0259 memory: 726 2022/08/07 20:52:24 - mmengine - INFO - Epoch(val) [12][2500/6282] eta: 0:06:05 time: 0.0967 data_time: 0.0474 memory: 726 2022/08/07 20:52:25 - mmengine - INFO - Epoch(val) [12][2520/6282] eta: 0:04:42 time: 0.0752 data_time: 0.0284 memory: 726 2022/08/07 20:52:28 - mmengine - INFO - Epoch(val) [12][2540/6282] eta: 0:07:54 time: 0.1268 data_time: 0.0773 memory: 726 2022/08/07 20:52:30 - mmengine - INFO - Epoch(val) [12][2560/6282] eta: 0:08:14 time: 0.1330 data_time: 0.0865 memory: 726 2022/08/07 20:52:34 - mmengine - INFO - Epoch(val) [12][2580/6282] eta: 0:10:36 time: 0.1721 data_time: 0.1267 memory: 726 2022/08/07 20:52:36 - mmengine - INFO - Epoch(val) [12][2600/6282] eta: 0:08:04 time: 0.1316 data_time: 0.0861 memory: 726 2022/08/07 20:52:40 - mmengine - INFO - Epoch(val) [12][2620/6282] eta: 0:10:15 time: 0.1680 data_time: 0.1163 memory: 726 2022/08/07 20:52:43 - mmengine - INFO - Epoch(val) [12][2640/6282] eta: 0:09:06 time: 0.1500 data_time: 0.0970 memory: 726 2022/08/07 20:52:44 - mmengine - INFO - Epoch(val) [12][2660/6282] eta: 0:04:28 time: 0.0741 data_time: 0.0082 memory: 791 2022/08/07 20:52:46 - mmengine - INFO - Epoch(val) [12][2680/6282] eta: 0:05:04 time: 0.0847 data_time: 0.0225 memory: 791 2022/08/07 20:52:47 - mmengine - INFO - Epoch(val) [12][2700/6282] eta: 0:04:20 time: 0.0726 data_time: 0.0096 memory: 791 2022/08/07 20:52:49 - mmengine - INFO - Epoch(val) [12][2720/6282] eta: 0:04:07 time: 0.0694 data_time: 0.0068 memory: 791 2022/08/07 20:52:50 - mmengine - INFO - Epoch(val) [12][2740/6282] eta: 0:04:36 time: 0.0780 data_time: 0.0117 memory: 791 2022/08/07 20:52:52 - mmengine - INFO - Epoch(val) [12][2760/6282] eta: 0:03:18 time: 0.0565 data_time: 0.0073 memory: 677 2022/08/07 20:52:53 - mmengine - INFO - Epoch(val) [12][2780/6282] eta: 0:03:04 time: 0.0527 data_time: 0.0049 memory: 677 2022/08/07 20:52:54 - mmengine - INFO - Epoch(val) [12][2800/6282] eta: 0:02:53 time: 0.0498 data_time: 0.0058 memory: 677 2022/08/07 20:52:55 - mmengine - INFO - Epoch(val) [12][2820/6282] eta: 0:02:51 time: 0.0496 data_time: 0.0063 memory: 677 2022/08/07 20:52:56 - mmengine - INFO - Epoch(val) [12][2840/6282] eta: 0:02:52 time: 0.0500 data_time: 0.0042 memory: 677 2022/08/07 20:52:57 - mmengine - INFO - Epoch(val) [12][2860/6282] eta: 0:04:47 time: 0.0839 data_time: 0.0136 memory: 726 2022/08/07 20:52:58 - mmengine - INFO - Epoch(val) [12][2880/6282] eta: 0:03:18 time: 0.0584 data_time: 0.0057 memory: 726 2022/08/07 20:53:00 - mmengine - INFO - Epoch(val) [12][2900/6282] eta: 0:03:49 time: 0.0678 data_time: 0.0154 memory: 726 2022/08/07 20:53:01 - mmengine - INFO - Epoch(val) [12][2920/6282] eta: 0:03:04 time: 0.0548 data_time: 0.0085 memory: 726 2022/08/07 20:53:02 - mmengine - INFO - Epoch(val) [12][2940/6282] eta: 0:02:40 time: 0.0481 data_time: 0.0039 memory: 698 2022/08/07 20:53:03 - mmengine - INFO - Epoch(val) [12][2960/6282] eta: 0:02:43 time: 0.0493 data_time: 0.0052 memory: 698 2022/08/07 20:53:04 - mmengine - INFO - Epoch(val) [12][2980/6282] eta: 0:02:45 time: 0.0502 data_time: 0.0068 memory: 698 2022/08/07 20:53:05 - mmengine - INFO - Epoch(val) [12][3000/6282] eta: 0:02:44 time: 0.0500 data_time: 0.0051 memory: 698 2022/08/07 20:53:06 - mmengine - INFO - Epoch(val) [12][3020/6282] eta: 0:02:52 time: 0.0529 data_time: 0.0062 memory: 726 2022/08/07 20:53:07 - mmengine - INFO - Epoch(val) [12][3040/6282] eta: 0:03:21 time: 0.0622 data_time: 0.0074 memory: 726 2022/08/07 20:53:09 - mmengine - INFO - Epoch(val) [12][3060/6282] eta: 0:03:25 time: 0.0639 data_time: 0.0083 memory: 726 2022/08/07 20:53:10 - mmengine - INFO - Epoch(val) [12][3080/6282] eta: 0:03:14 time: 0.0608 data_time: 0.0070 memory: 726 2022/08/07 20:53:11 - mmengine - INFO - Epoch(val) [12][3100/6282] eta: 0:03:05 time: 0.0583 data_time: 0.0068 memory: 726 2022/08/07 20:53:12 - mmengine - INFO - Epoch(val) [12][3120/6282] eta: 0:02:54 time: 0.0552 data_time: 0.0080 memory: 677 2022/08/07 20:53:13 - mmengine - INFO - Epoch(val) [12][3140/6282] eta: 0:03:03 time: 0.0584 data_time: 0.0082 memory: 677 2022/08/07 20:53:14 - mmengine - INFO - Epoch(val) [12][3160/6282] eta: 0:02:31 time: 0.0485 data_time: 0.0052 memory: 677 2022/08/07 20:53:15 - mmengine - INFO - Epoch(val) [12][3180/6282] eta: 0:02:41 time: 0.0520 data_time: 0.0041 memory: 677 2022/08/07 20:53:17 - mmengine - INFO - Epoch(val) [12][3200/6282] eta: 0:03:47 time: 0.0738 data_time: 0.0108 memory: 726 2022/08/07 20:53:18 - mmengine - INFO - Epoch(val) [12][3220/6282] eta: 0:04:03 time: 0.0794 data_time: 0.0234 memory: 726 2022/08/07 20:53:20 - mmengine - INFO - Epoch(val) [12][3240/6282] eta: 0:03:52 time: 0.0765 data_time: 0.0233 memory: 726 2022/08/07 20:53:22 - mmengine - INFO - Epoch(val) [12][3260/6282] eta: 0:03:57 time: 0.0785 data_time: 0.0240 memory: 726 2022/08/07 20:53:23 - mmengine - INFO - Epoch(val) [12][3280/6282] eta: 0:03:31 time: 0.0704 data_time: 0.0167 memory: 726 2022/08/07 20:53:24 - mmengine - INFO - Epoch(val) [12][3300/6282] eta: 0:02:53 time: 0.0583 data_time: 0.0057 memory: 726 2022/08/07 20:53:25 - mmengine - INFO - Epoch(val) [12][3320/6282] eta: 0:02:55 time: 0.0592 data_time: 0.0066 memory: 726 2022/08/07 20:53:27 - mmengine - INFO - Epoch(val) [12][3340/6282] eta: 0:03:00 time: 0.0613 data_time: 0.0063 memory: 726 2022/08/07 20:53:28 - mmengine - INFO - Epoch(val) [12][3360/6282] eta: 0:03:08 time: 0.0644 data_time: 0.0092 memory: 726 2022/08/07 20:53:29 - mmengine - INFO - Epoch(val) [12][3380/6282] eta: 0:02:43 time: 0.0563 data_time: 0.0050 memory: 726 2022/08/07 20:53:30 - mmengine - INFO - Epoch(val) [12][3400/6282] eta: 0:02:38 time: 0.0550 data_time: 0.0058 memory: 676 2022/08/07 20:53:31 - mmengine - INFO - Epoch(val) [12][3420/6282] eta: 0:02:28 time: 0.0519 data_time: 0.0059 memory: 676 2022/08/07 20:53:32 - mmengine - INFO - Epoch(val) [12][3440/6282] eta: 0:02:25 time: 0.0513 data_time: 0.0058 memory: 676 2022/08/07 20:53:33 - mmengine - INFO - Epoch(val) [12][3460/6282] eta: 0:02:20 time: 0.0499 data_time: 0.0049 memory: 676 2022/08/07 20:53:34 - mmengine - INFO - Epoch(val) [12][3480/6282] eta: 0:02:14 time: 0.0479 data_time: 0.0045 memory: 676 2022/08/07 20:53:35 - mmengine - INFO - Epoch(val) [12][3500/6282] eta: 0:02:18 time: 0.0499 data_time: 0.0042 memory: 676 2022/08/07 20:53:36 - mmengine - INFO - Epoch(val) [12][3520/6282] eta: 0:02:16 time: 0.0496 data_time: 0.0058 memory: 676 2022/08/07 20:53:37 - mmengine - INFO - Epoch(val) [12][3540/6282] eta: 0:02:51 time: 0.0625 data_time: 0.0041 memory: 676 2022/08/07 20:53:38 - mmengine - INFO - Epoch(val) [12][3560/6282] eta: 0:02:10 time: 0.0481 data_time: 0.0055 memory: 676 2022/08/07 20:53:39 - mmengine - INFO - Epoch(val) [12][3580/6282] eta: 0:02:21 time: 0.0524 data_time: 0.0054 memory: 712 2022/08/07 20:53:41 - mmengine - INFO - Epoch(val) [12][3600/6282] eta: 0:02:29 time: 0.0556 data_time: 0.0051 memory: 712 2022/08/07 20:53:42 - mmengine - INFO - Epoch(val) [12][3620/6282] eta: 0:02:27 time: 0.0556 data_time: 0.0064 memory: 712 2022/08/07 20:53:43 - mmengine - INFO - Epoch(val) [12][3640/6282] eta: 0:02:20 time: 0.0533 data_time: 0.0076 memory: 712 2022/08/07 20:53:44 - mmengine - INFO - Epoch(val) [12][3660/6282] eta: 0:02:21 time: 0.0540 data_time: 0.0054 memory: 712 2022/08/07 20:53:45 - mmengine - INFO - Epoch(val) [12][3680/6282] eta: 0:02:35 time: 0.0599 data_time: 0.0065 memory: 726 2022/08/07 20:53:47 - mmengine - INFO - Epoch(val) [12][3700/6282] eta: 0:03:48 time: 0.0885 data_time: 0.0290 memory: 726 2022/08/07 20:53:49 - mmengine - INFO - Epoch(val) [12][3720/6282] eta: 0:03:47 time: 0.0888 data_time: 0.0374 memory: 726 2022/08/07 20:53:50 - mmengine - INFO - Epoch(val) [12][3740/6282] eta: 0:03:03 time: 0.0723 data_time: 0.0232 memory: 726 2022/08/07 20:53:52 - mmengine - INFO - Epoch(val) [12][3760/6282] eta: 0:03:50 time: 0.0916 data_time: 0.0386 memory: 726 2022/08/07 20:53:54 - mmengine - INFO - Epoch(val) [12][3780/6282] eta: 0:03:23 time: 0.0814 data_time: 0.0256 memory: 726 2022/08/07 20:53:55 - mmengine - INFO - Epoch(val) [12][3800/6282] eta: 0:03:37 time: 0.0878 data_time: 0.0344 memory: 726 2022/08/07 20:53:57 - mmengine - INFO - Epoch(val) [12][3820/6282] eta: 0:03:53 time: 0.0947 data_time: 0.0235 memory: 726 2022/08/07 20:53:59 - mmengine - INFO - Epoch(val) [12][3840/6282] eta: 0:03:13 time: 0.0794 data_time: 0.0235 memory: 726 2022/08/07 20:54:01 - mmengine - INFO - Epoch(val) [12][3860/6282] eta: 0:03:56 time: 0.0975 data_time: 0.0474 memory: 726 2022/08/07 20:54:02 - mmengine - INFO - Epoch(val) [12][3880/6282] eta: 0:02:58 time: 0.0743 data_time: 0.0258 memory: 726 2022/08/07 20:54:04 - mmengine - INFO - Epoch(val) [12][3900/6282] eta: 0:03:14 time: 0.0817 data_time: 0.0321 memory: 726 2022/08/07 20:54:06 - mmengine - INFO - Epoch(val) [12][3920/6282] eta: 0:03:06 time: 0.0788 data_time: 0.0240 memory: 726 2022/08/07 20:54:07 - mmengine - INFO - Epoch(val) [12][3940/6282] eta: 0:03:10 time: 0.0815 data_time: 0.0244 memory: 726 2022/08/07 20:54:09 - mmengine - INFO - Epoch(val) [12][3960/6282] eta: 0:03:07 time: 0.0809 data_time: 0.0056 memory: 726 2022/08/07 20:54:10 - mmengine - INFO - Epoch(val) [12][3980/6282] eta: 0:02:10 time: 0.0566 data_time: 0.0059 memory: 726 2022/08/07 20:54:11 - mmengine - INFO - Epoch(val) [12][4000/6282] eta: 0:02:07 time: 0.0557 data_time: 0.0055 memory: 726 2022/08/07 20:54:12 - mmengine - INFO - Epoch(val) [12][4020/6282] eta: 0:01:55 time: 0.0511 data_time: 0.0054 memory: 726 2022/08/07 20:54:13 - mmengine - INFO - Epoch(val) [12][4040/6282] eta: 0:01:56 time: 0.0521 data_time: 0.0044 memory: 791 2022/08/07 20:54:14 - mmengine - INFO - Epoch(val) [12][4060/6282] eta: 0:02:05 time: 0.0565 data_time: 0.0053 memory: 791 2022/08/07 20:54:16 - mmengine - INFO - Epoch(val) [12][4080/6282] eta: 0:02:08 time: 0.0584 data_time: 0.0049 memory: 791 2022/08/07 20:54:17 - mmengine - INFO - Epoch(val) [12][4100/6282] eta: 0:02:23 time: 0.0657 data_time: 0.0056 memory: 791 2022/08/07 20:54:18 - mmengine - INFO - Epoch(val) [12][4120/6282] eta: 0:02:28 time: 0.0686 data_time: 0.0079 memory: 791 2022/08/07 20:54:20 - mmengine - INFO - Epoch(val) [12][4140/6282] eta: 0:02:26 time: 0.0683 data_time: 0.0059 memory: 791 2022/08/07 20:54:21 - mmengine - INFO - Epoch(val) [12][4160/6282] eta: 0:01:57 time: 0.0553 data_time: 0.0052 memory: 676 2022/08/07 20:54:22 - mmengine - INFO - Epoch(val) [12][4180/6282] eta: 0:02:44 time: 0.0783 data_time: 0.0062 memory: 676 2022/08/07 20:54:23 - mmengine - INFO - Epoch(val) [12][4200/6282] eta: 0:01:47 time: 0.0516 data_time: 0.0048 memory: 676 2022/08/07 20:54:25 - mmengine - INFO - Epoch(val) [12][4220/6282] eta: 0:01:57 time: 0.0568 data_time: 0.0073 memory: 676 2022/08/07 20:54:26 - mmengine - INFO - Epoch(val) [12][4240/6282] eta: 0:01:45 time: 0.0514 data_time: 0.0058 memory: 677 2022/08/07 20:54:27 - mmengine - INFO - Epoch(val) [12][4260/6282] eta: 0:02:00 time: 0.0595 data_time: 0.0075 memory: 677 2022/08/07 20:54:28 - mmengine - INFO - Epoch(val) [12][4280/6282] eta: 0:01:38 time: 0.0493 data_time: 0.0065 memory: 677 2022/08/07 20:54:29 - mmengine - INFO - Epoch(val) [12][4300/6282] eta: 0:01:40 time: 0.0509 data_time: 0.0058 memory: 677 2022/08/07 20:54:30 - mmengine - INFO - Epoch(val) [12][4320/6282] eta: 0:01:35 time: 0.0487 data_time: 0.0053 memory: 677 2022/08/07 20:54:31 - mmengine - INFO - Epoch(val) [12][4340/6282] eta: 0:01:34 time: 0.0488 data_time: 0.0048 memory: 677 2022/08/07 20:54:32 - mmengine - INFO - Epoch(val) [12][4360/6282] eta: 0:01:46 time: 0.0553 data_time: 0.0060 memory: 726 2022/08/07 20:54:33 - mmengine - INFO - Epoch(val) [12][4380/6282] eta: 0:01:44 time: 0.0551 data_time: 0.0048 memory: 726 2022/08/07 20:54:34 - mmengine - INFO - Epoch(val) [12][4400/6282] eta: 0:01:47 time: 0.0569 data_time: 0.0053 memory: 726 2022/08/07 20:54:35 - mmengine - INFO - Epoch(val) [12][4420/6282] eta: 0:01:48 time: 0.0581 data_time: 0.0057 memory: 726 2022/08/07 20:54:37 - mmengine - INFO - Epoch(val) [12][4440/6282] eta: 0:01:48 time: 0.0590 data_time: 0.0059 memory: 733 2022/08/07 20:54:38 - mmengine - INFO - Epoch(val) [12][4460/6282] eta: 0:02:35 time: 0.0851 data_time: 0.0064 memory: 733 2022/08/07 20:54:39 - mmengine - INFO - Epoch(val) [12][4480/6282] eta: 0:01:46 time: 0.0592 data_time: 0.0065 memory: 733 2022/08/07 20:54:41 - mmengine - INFO - Epoch(val) [12][4500/6282] eta: 0:01:50 time: 0.0622 data_time: 0.0074 memory: 733 2022/08/07 20:54:42 - mmengine - INFO - Epoch(val) [12][4520/6282] eta: 0:01:44 time: 0.0595 data_time: 0.0053 memory: 733 2022/08/07 20:54:43 - mmengine - INFO - Epoch(val) [12][4540/6282] eta: 0:01:35 time: 0.0548 data_time: 0.0080 memory: 677 2022/08/07 20:54:44 - mmengine - INFO - Epoch(val) [12][4560/6282] eta: 0:01:30 time: 0.0526 data_time: 0.0055 memory: 677 2022/08/07 20:54:45 - mmengine - INFO - Epoch(val) [12][4580/6282] eta: 0:01:33 time: 0.0548 data_time: 0.0053 memory: 677 2022/08/07 20:54:46 - mmengine - INFO - Epoch(val) [12][4600/6282] eta: 0:01:26 time: 0.0512 data_time: 0.0044 memory: 677 2022/08/07 20:54:47 - mmengine - INFO - Epoch(val) [12][4620/6282] eta: 0:01:29 time: 0.0541 data_time: 0.0043 memory: 677 2022/08/07 20:54:49 - mmengine - INFO - Epoch(val) [12][4640/6282] eta: 0:01:38 time: 0.0601 data_time: 0.0075 memory: 733 2022/08/07 20:54:50 - mmengine - INFO - Epoch(val) [12][4660/6282] eta: 0:01:34 time: 0.0580 data_time: 0.0062 memory: 733 2022/08/07 20:54:51 - mmengine - INFO - Epoch(val) [12][4680/6282] eta: 0:01:29 time: 0.0557 data_time: 0.0068 memory: 733 2022/08/07 20:54:52 - mmengine - INFO - Epoch(val) [12][4700/6282] eta: 0:01:31 time: 0.0578 data_time: 0.0082 memory: 733 2022/08/07 20:54:53 - mmengine - INFO - Epoch(val) [12][4720/6282] eta: 0:01:24 time: 0.0540 data_time: 0.0048 memory: 733 2022/08/07 20:54:54 - mmengine - INFO - Epoch(val) [12][4740/6282] eta: 0:01:20 time: 0.0520 data_time: 0.0059 memory: 698 2022/08/07 20:54:55 - mmengine - INFO - Epoch(val) [12][4760/6282] eta: 0:01:19 time: 0.0522 data_time: 0.0066 memory: 698 2022/08/07 20:54:56 - mmengine - INFO - Epoch(val) [12][4780/6282] eta: 0:01:24 time: 0.0565 data_time: 0.0054 memory: 698 2022/08/07 20:54:58 - mmengine - INFO - Epoch(val) [12][4800/6282] eta: 0:01:56 time: 0.0786 data_time: 0.0050 memory: 698 2022/08/07 20:54:59 - mmengine - INFO - Epoch(val) [12][4820/6282] eta: 0:01:28 time: 0.0608 data_time: 0.0079 memory: 726 2022/08/07 20:55:00 - mmengine - INFO - Epoch(val) [12][4840/6282] eta: 0:01:26 time: 0.0603 data_time: 0.0058 memory: 726 2022/08/07 20:55:02 - mmengine - INFO - Epoch(val) [12][4860/6282] eta: 0:01:28 time: 0.0621 data_time: 0.0067 memory: 726 2022/08/07 20:55:03 - mmengine - INFO - Epoch(val) [12][4880/6282] eta: 0:01:21 time: 0.0581 data_time: 0.0065 memory: 726 2022/08/07 20:55:04 - mmengine - INFO - Epoch(val) [12][4900/6282] eta: 0:01:25 time: 0.0616 data_time: 0.0087 memory: 726 2022/08/07 20:55:05 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [12][5100/6282] eta: 0:01:08 time: 0.0576 data_time: 0.0071 memory: 677 2022/08/07 20:55:17 - mmengine - INFO - Epoch(val) [12][5120/6282] eta: 0:01:29 time: 0.0774 data_time: 0.0064 memory: 677 2022/08/07 20:55:19 - mmengine - INFO - Epoch(val) [12][5140/6282] eta: 0:01:05 time: 0.0569 data_time: 0.0070 memory: 676 2022/08/07 20:55:20 - mmengine - INFO - Epoch(val) [12][5160/6282] eta: 0:01:02 time: 0.0557 data_time: 0.0069 memory: 676 2022/08/07 20:55:21 - mmengine - INFO - Epoch(val) [12][5180/6282] eta: 0:00:58 time: 0.0529 data_time: 0.0056 memory: 676 2022/08/07 20:55:22 - mmengine - INFO - Epoch(val) [12][5200/6282] eta: 0:00:58 time: 0.0542 data_time: 0.0073 memory: 676 2022/08/07 20:55:23 - mmengine - INFO - Epoch(val) [12][5220/6282] eta: 0:00:57 time: 0.0544 data_time: 0.0071 memory: 676 2022/08/07 20:55:24 - mmengine - INFO - Epoch(val) [12][5240/6282] eta: 0:00:55 time: 0.0534 data_time: 0.0059 memory: 676 2022/08/07 20:55:25 - mmengine - INFO - Epoch(val) [12][5260/6282] eta: 0:00:57 time: 0.0565 data_time: 0.0072 memory: 676 2022/08/07 20:55:26 - mmengine - INFO - Epoch(val) [12][5280/6282] eta: 0:00:59 time: 0.0591 data_time: 0.0073 memory: 676 2022/08/07 20:55:28 - mmengine - INFO - Epoch(val) [12][5300/6282] eta: 0:00:53 time: 0.0545 data_time: 0.0061 memory: 676 2022/08/07 20:55:29 - mmengine - INFO - Epoch(val) [12][5320/6282] eta: 0:00:50 time: 0.0527 data_time: 0.0061 memory: 676 2022/08/07 20:55:30 - mmengine - INFO - Epoch(val) [12][5340/6282] eta: 0:00:48 time: 0.0513 data_time: 0.0039 memory: 676 2022/08/07 20:55:31 - mmengine - INFO - Epoch(val) [12][5360/6282] eta: 0:00:48 time: 0.0522 data_time: 0.0074 memory: 676 2022/08/07 20:55:32 - mmengine - INFO - Epoch(val) [12][5380/6282] eta: 0:00:47 time: 0.0522 data_time: 0.0054 memory: 676 2022/08/07 20:55:33 - mmengine - INFO - Epoch(val) [12][5400/6282] eta: 0:00:45 time: 0.0514 data_time: 0.0067 memory: 676 2022/08/07 20:55:34 - mmengine - INFO - Epoch(val) [12][5420/6282] eta: 0:00:45 time: 0.0529 data_time: 0.0056 memory: 676 2022/08/07 20:55:35 - mmengine - INFO - Epoch(val) [12][5440/6282] eta: 0:00:46 time: 0.0551 data_time: 0.0076 memory: 676 2022/08/07 20:55:36 - mmengine - INFO - Epoch(val) [12][5460/6282] eta: 0:00:45 time: 0.0559 data_time: 0.0074 memory: 676 2022/08/07 20:55:37 - mmengine - INFO - Epoch(val) [12][5480/6282] eta: 0:00:47 time: 0.0594 data_time: 0.0046 memory: 676 2022/08/07 20:55:38 - mmengine - INFO - Epoch(val) [12][5500/6282] eta: 0:00:42 time: 0.0545 data_time: 0.0056 memory: 676 2022/08/07 20:55:40 - mmengine - INFO - Epoch(val) [12][5520/6282] eta: 0:00:41 time: 0.0542 data_time: 0.0059 memory: 691 2022/08/07 20:55:41 - mmengine - INFO - Epoch(val) [12][5540/6282] eta: 0:00:42 time: 0.0576 data_time: 0.0059 memory: 691 2022/08/07 20:55:42 - mmengine - INFO - Epoch(val) [12][5560/6282] eta: 0:00:39 time: 0.0549 data_time: 0.0069 memory: 691 2022/08/07 20:55:43 - mmengine - INFO - Epoch(val) [12][5580/6282] eta: 0:00:40 time: 0.0583 data_time: 0.0077 memory: 691 2022/08/07 20:55:44 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [12][5780/6282] eta: 0:00:27 time: 0.0555 data_time: 0.0079 memory: 705 2022/08/07 20:55:55 - mmengine - INFO - Epoch(val) [12][5800/6282] eta: 0:00:26 time: 0.0555 data_time: 0.0066 memory: 705 2022/08/07 20:55:56 - mmengine - INFO - Epoch(val) [12][5820/6282] eta: 0:00:27 time: 0.0585 data_time: 0.0052 memory: 705 2022/08/07 20:55:58 - mmengine - INFO - Epoch(val) [12][5840/6282] eta: 0:00:34 time: 0.0771 data_time: 0.0076 memory: 691 2022/08/07 20:55:59 - mmengine - INFO - Epoch(val) [12][5860/6282] eta: 0:00:22 time: 0.0542 data_time: 0.0054 memory: 691 2022/08/07 20:56:00 - mmengine - INFO - Epoch(val) [12][5880/6282] eta: 0:00:23 time: 0.0588 data_time: 0.0088 memory: 691 2022/08/07 20:56:01 - mmengine - INFO - Epoch(val) [12][5900/6282] eta: 0:00:20 time: 0.0543 data_time: 0.0064 memory: 691 2022/08/07 20:56:02 - mmengine - INFO - Epoch(val) [12][5920/6282] eta: 0:00:20 time: 0.0568 data_time: 0.0076 memory: 691 2022/08/07 20:56:03 - mmengine - INFO - Epoch(val) [12][5940/6282] eta: 0:00:18 time: 0.0535 data_time: 0.0054 memory: 676 2022/08/07 20:56:04 - mmengine - INFO - Epoch(val) [12][5960/6282] eta: 0:00:17 time: 0.0533 data_time: 0.0059 memory: 676 2022/08/07 20:56:05 - mmengine - INFO - Epoch(val) [12][5980/6282] eta: 0:00:15 time: 0.0523 data_time: 0.0067 memory: 676 2022/08/07 20:56:07 - mmengine - INFO - Epoch(val) [12][6000/6282] eta: 0:00:16 time: 0.0587 data_time: 0.0058 memory: 726 2022/08/07 20:56:08 - mmengine - INFO - Epoch(val) [12][6020/6282] eta: 0:00:19 time: 0.0749 data_time: 0.0083 memory: 726 2022/08/07 20:56:09 - mmengine - INFO - Epoch(val) [12][6040/6282] eta: 0:00:15 time: 0.0621 data_time: 0.0069 memory: 726 2022/08/07 20:56:11 - mmengine - INFO - Epoch(val) [12][6060/6282] eta: 0:00:12 time: 0.0578 data_time: 0.0065 memory: 726 2022/08/07 20:56:12 - mmengine - INFO - Epoch(val) [12][6080/6282] eta: 0:00:12 time: 0.0615 data_time: 0.0066 memory: 726 2022/08/07 20:56:13 - mmengine - INFO - Epoch(val) [12][6100/6282] eta: 0:00:13 time: 0.0760 data_time: 0.0237 memory: 726 2022/08/07 20:56:15 - mmengine - INFO - Epoch(val) [12][6120/6282] eta: 0:00:14 time: 0.0879 data_time: 0.0357 memory: 726 2022/08/07 20:56:17 - mmengine - INFO - Epoch(val) [12][6140/6282] eta: 0:00:12 time: 0.0850 data_time: 0.0351 memory: 726 2022/08/07 20:56:18 - mmengine - INFO - Epoch(val) [12][6160/6282] eta: 0:00:09 time: 0.0795 data_time: 0.0132 memory: 726 2022/08/07 20:56:20 - mmengine - INFO - Epoch(val) [12][6180/6282] eta: 0:00:06 time: 0.0610 data_time: 0.0080 memory: 726 2022/08/07 20:56:21 - mmengine - INFO - Epoch(val) [12][6200/6282] eta: 0:00:04 time: 0.0519 data_time: 0.0046 memory: 726 2022/08/07 20:56:22 - mmengine - INFO - Epoch(val) [12][6220/6282] eta: 0:00:02 time: 0.0475 data_time: 0.0046 memory: 726 2022/08/07 20:56:23 - mmengine - INFO - Epoch(val) [12][6240/6282] eta: 0:00:01 time: 0.0451 data_time: 0.0039 memory: 726 2022/08/07 20:56:23 - mmengine - INFO - Epoch(val) [12][6260/6282] eta: 0:00:00 time: 0.0424 data_time: 0.0030 memory: 726 2022/08/07 20:56:24 - mmengine - INFO - Epoch(val) [12][6280/6282] eta: 0:00:00 time: 0.0402 data_time: 0.0027 memory: 726 2022/08/07 20:59:40 - mmengine - INFO - Epoch(val) [12][6282/6282] mAP/mAP@0.5IOU: 0.2449 2022/08/07 21:00:04 - mmengine - INFO - Epoch(train) [13][20/1441] lr: 2.0000e-02 eta: 3:00:43 time: 1.1863 data_time: 0.3344 memory: 18616 grad_norm: 0.1226 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.9296 recall@top3: 0.9352 prec@top3: 0.8074 recall@top5: 0.9815 prec@top5: 0.5156 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 21:00:24 - mmengine - INFO - Epoch(train) [13][40/1441] lr: 2.0000e-02 eta: 3:00:25 time: 0.9845 data_time: 0.0405 memory: 18616 grad_norm: 0.1225 recall@thr=0.5: 0.6528 prec@thr=0.5: 0.7897 recall@top3: 0.7718 prec@top3: 0.7460 recall@top5: 0.9028 prec@top5: 0.5429 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:00:41 - mmengine - INFO - Epoch(train) [13][60/1441] lr: 2.0000e-02 eta: 3:00:05 time: 0.8444 data_time: 0.0477 memory: 18616 grad_norm: 0.1223 recall@thr=0.5: 0.7767 prec@thr=0.5: 0.9020 recall@top3: 0.8383 prec@top3: 0.7933 recall@top5: 0.9567 prec@top5: 0.5560 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 21:00:58 - mmengine - INFO - Epoch(train) [13][80/1441] lr: 2.0000e-02 eta: 2:59:45 time: 0.8784 data_time: 0.0495 memory: 18616 grad_norm: 0.1289 recall@thr=0.5: 0.8279 prec@thr=0.5: 0.9186 recall@top3: 0.8903 prec@top3: 0.7984 recall@top5: 0.9884 prec@top5: 0.5488 loss_action_cls: 0.0292 loss: 0.0292 2022/08/07 21:01:15 - mmengine - INFO - Epoch(train) [13][100/1441] lr: 2.0000e-02 eta: 2:59:25 time: 0.8465 data_time: 0.0392 memory: 18616 grad_norm: 0.1224 recall@thr=0.5: 0.7880 prec@thr=0.5: 0.7917 recall@top3: 0.8323 prec@top3: 0.7067 recall@top5: 0.9170 prec@top5: 0.4720 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 21:01:33 - mmengine - INFO - Epoch(train) [13][120/1441] lr: 2.0000e-02 eta: 2:59:05 time: 0.8861 data_time: 0.0499 memory: 18616 grad_norm: 0.1247 recall@thr=0.5: 0.7401 prec@thr=0.5: 0.7579 recall@top3: 0.8155 prec@top3: 0.5952 recall@top5: 0.9365 prec@top5: 0.4190 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 21:01:50 - mmengine - INFO - Epoch(train) [13][140/1441] lr: 2.0000e-02 eta: 2:58:45 time: 0.8679 data_time: 0.0471 memory: 18616 grad_norm: 0.1274 recall@thr=0.5: 0.8374 prec@thr=0.5: 0.8902 recall@top3: 0.8984 prec@top3: 0.6667 recall@top5: 0.9878 prec@top5: 0.4537 loss_action_cls: 0.0296 loss: 0.0296 2022/08/07 21:02:08 - mmengine - INFO - Epoch(train) [13][160/1441] lr: 2.0000e-02 eta: 2:58:26 time: 0.8628 data_time: 0.0375 memory: 18616 grad_norm: 0.1245 recall@thr=0.5: 0.8120 prec@thr=0.5: 0.8411 recall@top3: 0.9031 prec@top3: 0.6977 recall@top5: 0.9826 prec@top5: 0.4605 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 21:02:25 - mmengine - INFO - Epoch(train) [13][180/1441] lr: 2.0000e-02 eta: 2:58:06 time: 0.8530 data_time: 0.0463 memory: 18616 grad_norm: 0.1260 recall@thr=0.5: 0.7516 prec@thr=0.5: 0.7516 recall@top3: 0.8558 prec@top3: 0.6218 recall@top5: 0.9407 prec@top5: 0.4115 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 21:02:42 - mmengine - INFO - Epoch(train) [13][200/1441] lr: 2.0000e-02 eta: 2:57:46 time: 0.8623 data_time: 0.0462 memory: 18616 grad_norm: 0.1290 recall@thr=0.5: 0.7054 prec@thr=0.5: 0.7777 recall@top3: 0.7693 prec@top3: 0.6488 recall@top5: 0.9390 prec@top5: 0.4929 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:03:00 - mmengine - INFO - Epoch(train) [13][220/1441] lr: 2.0000e-02 eta: 2:57:26 time: 0.8845 data_time: 0.0368 memory: 18616 grad_norm: 0.1290 recall@thr=0.5: 0.7459 prec@thr=0.5: 0.8008 recall@top3: 0.8659 prec@top3: 0.7724 recall@top5: 0.9350 prec@top5: 0.5122 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:03:16 - mmengine - INFO - Epoch(train) [13][240/1441] lr: 2.0000e-02 eta: 2:57:06 time: 0.8412 data_time: 0.0320 memory: 18616 grad_norm: 0.1262 recall@thr=0.5: 0.9078 prec@thr=0.5: 0.8972 recall@top3: 0.8887 prec@top3: 0.7872 recall@top5: 0.9787 prec@top5: 0.5362 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 21:03:33 - mmengine - INFO - Epoch(train) [13][260/1441] lr: 2.0000e-02 eta: 2:56:46 time: 0.8498 data_time: 0.0336 memory: 18616 grad_norm: 0.1236 recall@thr=0.5: 0.8216 prec@thr=0.5: 0.8464 recall@top3: 0.8866 prec@top3: 0.6863 recall@top5: 0.9804 prec@top5: 0.4824 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 21:03:51 - mmengine - INFO - Epoch(train) [13][280/1441] lr: 2.0000e-02 eta: 2:56:26 time: 0.8709 data_time: 0.0348 memory: 18616 grad_norm: 0.1263 recall@thr=0.5: 0.7625 prec@thr=0.5: 0.8500 recall@top3: 0.8504 prec@top3: 0.6583 recall@top5: 0.9417 prec@top5: 0.4550 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 21:04:08 - mmengine - INFO - Epoch(train) [13][300/1441] lr: 2.0000e-02 eta: 2:56:07 time: 0.8715 data_time: 0.0316 memory: 18616 grad_norm: 0.1274 recall@thr=0.5: 0.8481 prec@thr=0.5: 0.8667 recall@top3: 0.9037 prec@top3: 0.7407 recall@top5: 0.9852 prec@top5: 0.4889 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:04:25 - mmengine - INFO - Epoch(train) [13][320/1441] lr: 2.0000e-02 eta: 2:55:46 time: 0.8443 data_time: 0.0321 memory: 18616 grad_norm: 0.1270 recall@thr=0.5: 0.7355 prec@thr=0.5: 0.8388 recall@top3: 0.8207 prec@top3: 0.8043 recall@top5: 0.9493 prec@top5: 0.5652 loss_action_cls: 0.0311 loss: 0.0311 2022/08/07 21:04:42 - mmengine - INFO - Epoch(train) [13][340/1441] lr: 2.0000e-02 eta: 2:55:27 time: 0.8634 data_time: 0.0363 memory: 18616 grad_norm: 0.1280 recall@thr=0.5: 0.8974 prec@thr=0.5: 0.8970 recall@top3: 0.9346 prec@top3: 0.7436 recall@top5: 1.0000 prec@top5: 0.4923 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 21:05:00 - mmengine - INFO - Epoch(train) [13][360/1441] lr: 2.0000e-02 eta: 2:55:07 time: 0.8741 data_time: 0.0347 memory: 18616 grad_norm: 0.1274 recall@thr=0.5: 0.6649 prec@thr=0.5: 0.8014 recall@top3: 0.8174 prec@top3: 0.7447 recall@top5: 0.9592 prec@top5: 0.5319 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 21:05:16 - mmengine - INFO - Epoch(train) [13][380/1441] lr: 2.0000e-02 eta: 2:54:47 time: 0.8163 data_time: 0.0347 memory: 18616 grad_norm: 0.1233 recall@thr=0.5: 0.8833 prec@thr=0.5: 0.7788 recall@top3: 0.9197 prec@top3: 0.6727 recall@top5: 0.9909 prec@top5: 0.4400 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 21:05:33 - mmengine - INFO - Epoch(train) [13][400/1441] lr: 2.0000e-02 eta: 2:54:27 time: 0.8530 data_time: 0.0387 memory: 18616 grad_norm: 0.1274 recall@thr=0.5: 0.7456 prec@thr=0.5: 0.9057 recall@top3: 0.8706 prec@top3: 0.7281 recall@top5: 0.9232 prec@top5: 0.4684 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 21:05:51 - mmengine - INFO - Epoch(train) [13][420/1441] lr: 2.0000e-02 eta: 2:54:07 time: 0.8653 data_time: 0.0346 memory: 18616 grad_norm: 0.1281 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.8319 recall@top3: 0.8319 prec@top3: 0.7193 recall@top5: 0.9518 prec@top5: 0.4982 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 21:06:07 - mmengine - INFO - Epoch(train) [13][440/1441] lr: 2.0000e-02 eta: 2:53:47 time: 0.8436 data_time: 0.0396 memory: 18616 grad_norm: 0.1292 recall@thr=0.5: 0.7409 prec@thr=0.5: 0.8279 recall@top3: 0.8025 prec@top3: 0.6667 recall@top5: 0.9076 prec@top5: 0.4478 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 21:06:25 - mmengine - INFO - Epoch(train) [13][460/1441] lr: 2.0000e-02 eta: 2:53:27 time: 0.8742 data_time: 0.0342 memory: 18616 grad_norm: 0.1268 recall@thr=0.5: 0.8433 prec@thr=0.5: 0.8700 recall@top3: 0.9240 prec@top3: 0.6800 recall@top5: 0.9653 prec@top5: 0.4360 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:06:42 - mmengine - INFO - Epoch(train) [13][480/1441] lr: 2.0000e-02 eta: 2:53:07 time: 0.8416 data_time: 0.0341 memory: 18616 grad_norm: 0.1250 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.8194 recall@top3: 0.8194 prec@top3: 0.5476 recall@top5: 0.9563 prec@top5: 0.3857 loss_action_cls: 0.0278 loss: 0.0278 2022/08/07 21:06:59 - mmengine - INFO - Epoch(train) [13][500/1441] lr: 2.0000e-02 eta: 2:52:47 time: 0.8588 data_time: 0.0317 memory: 18616 grad_norm: 0.1249 recall@thr=0.5: 0.8354 prec@thr=0.5: 0.9042 recall@top3: 0.8196 prec@top3: 0.7750 recall@top5: 0.9375 prec@top5: 0.5500 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:07:16 - mmengine - INFO - Epoch(train) [13][520/1441] lr: 2.0000e-02 eta: 2:52:28 time: 0.8648 data_time: 0.0435 memory: 18616 grad_norm: 0.1204 recall@thr=0.5: 0.8537 prec@thr=0.5: 0.8648 recall@top3: 0.8722 prec@top3: 0.7037 recall@top5: 0.9315 prec@top5: 0.4667 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 21:07:33 - mmengine - INFO - Epoch(train) [13][540/1441] lr: 2.0000e-02 eta: 2:52:08 time: 0.8553 data_time: 0.0365 memory: 18616 grad_norm: 0.1261 recall@thr=0.5: 0.7560 prec@thr=0.5: 0.7920 recall@top3: 0.8393 prec@top3: 0.6369 recall@top5: 0.9702 prec@top5: 0.4464 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:07:51 - mmengine - INFO - Epoch(train) [13][560/1441] lr: 2.0000e-02 eta: 2:51:48 time: 0.8773 data_time: 0.0391 memory: 18616 grad_norm: 0.1276 recall@thr=0.5: 0.8228 prec@thr=0.5: 0.8794 recall@top3: 0.9083 prec@top3: 0.7632 recall@top5: 0.9728 prec@top5: 0.5053 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 21:08:08 - mmengine - INFO - Epoch(train) [13][580/1441] lr: 2.0000e-02 eta: 2:51:28 time: 0.8344 data_time: 0.0330 memory: 18616 grad_norm: 0.1284 recall@thr=0.5: 0.7799 prec@thr=0.5: 0.8316 recall@top3: 0.9052 prec@top3: 0.7153 recall@top5: 0.9958 prec@top5: 0.4875 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:08:24 - mmengine - INFO - Epoch(train) [13][600/1441] lr: 2.0000e-02 eta: 2:51:08 time: 0.8440 data_time: 0.0428 memory: 18616 grad_norm: 0.1263 recall@thr=0.5: 0.8221 prec@thr=0.5: 0.8654 recall@top3: 0.9135 prec@top3: 0.6987 recall@top5: 0.9631 prec@top5: 0.4538 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 21:08:41 - mmengine - INFO - Epoch(train) [13][620/1441] lr: 2.0000e-02 eta: 2:50:48 time: 0.8516 data_time: 0.0348 memory: 18616 grad_norm: 0.1259 recall@thr=0.5: 0.6745 prec@thr=0.5: 0.7996 recall@top3: 0.8092 prec@top3: 0.7234 recall@top5: 0.9543 prec@top5: 0.5234 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 21:08:59 - mmengine - INFO - Epoch(train) [13][640/1441] lr: 2.0000e-02 eta: 2:50:29 time: 0.8743 data_time: 0.0336 memory: 18616 grad_norm: 0.1252 recall@thr=0.5: 0.8585 prec@thr=0.5: 0.8756 recall@top3: 0.8353 prec@top3: 0.7054 recall@top5: 0.9516 prec@top5: 0.5070 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 21:09:16 - mmengine - INFO - Epoch(train) [13][660/1441] lr: 2.0000e-02 eta: 2:50:09 time: 0.8530 data_time: 0.0411 memory: 18616 grad_norm: 0.1300 recall@thr=0.5: 0.7033 prec@thr=0.5: 0.7846 recall@top3: 0.7907 prec@top3: 0.6748 recall@top5: 0.9207 prec@top5: 0.4780 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 21:09:33 - mmengine - INFO - Epoch(train) [13][680/1441] lr: 2.0000e-02 eta: 2:49:49 time: 0.8565 data_time: 0.0350 memory: 18616 grad_norm: 0.1262 recall@thr=0.5: 0.6670 prec@thr=0.5: 0.8364 recall@top3: 0.8142 prec@top3: 0.6909 recall@top5: 0.9348 prec@top5: 0.4945 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 21:09:50 - mmengine - INFO - Epoch(train) [13][700/1441] lr: 2.0000e-02 eta: 2:49:29 time: 0.8554 data_time: 0.0355 memory: 18616 grad_norm: 0.1283 recall@thr=0.5: 0.8177 prec@thr=0.5: 0.8854 recall@top3: 0.8403 prec@top3: 0.7500 recall@top5: 0.9531 prec@top5: 0.5208 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 21:09:57 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 21:10:07 - mmengine - INFO - Epoch(train) [13][720/1441] lr: 2.0000e-02 eta: 2:49:09 time: 0.8316 data_time: 0.0342 memory: 18616 grad_norm: 0.1260 recall@thr=0.5: 0.7867 prec@thr=0.5: 0.8000 recall@top3: 0.8317 prec@top3: 0.7000 recall@top5: 0.9350 prec@top5: 0.4880 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 21:10:24 - mmengine - INFO - Epoch(train) [13][740/1441] lr: 2.0000e-02 eta: 2:48:49 time: 0.8460 data_time: 0.0369 memory: 18616 grad_norm: 0.1230 recall@thr=0.5: 0.7724 prec@thr=0.5: 0.8480 recall@top3: 0.8415 prec@top3: 0.6748 recall@top5: 0.9350 prec@top5: 0.4683 loss_action_cls: 0.0298 loss: 0.0298 2022/08/07 21:10:41 - mmengine - INFO - Epoch(train) [13][760/1441] lr: 2.0000e-02 eta: 2:48:30 time: 0.8574 data_time: 0.0352 memory: 18616 grad_norm: 0.1310 recall@thr=0.5: 0.6464 prec@thr=0.5: 0.7937 recall@top3: 0.7663 prec@top3: 0.6508 recall@top5: 0.9095 prec@top5: 0.4762 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 21:10:57 - mmengine - INFO - Epoch(train) [13][780/1441] lr: 2.0000e-02 eta: 2:48:09 time: 0.8161 data_time: 0.0330 memory: 18616 grad_norm: 0.1304 recall@thr=0.5: 0.8646 prec@thr=0.5: 0.8649 recall@top3: 0.8906 prec@top3: 0.7847 recall@top5: 0.9722 prec@top5: 0.5292 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:11:14 - mmengine - INFO - Epoch(train) [13][800/1441] lr: 2.0000e-02 eta: 2:47:50 time: 0.8570 data_time: 0.0340 memory: 18616 grad_norm: 0.1261 recall@thr=0.5: 0.8522 prec@thr=0.5: 0.9182 recall@top3: 0.9245 prec@top3: 0.8491 recall@top5: 0.9748 prec@top5: 0.5358 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 21:11:32 - mmengine - INFO - Epoch(train) [13][820/1441] lr: 2.0000e-02 eta: 2:47:30 time: 0.8881 data_time: 0.0443 memory: 18616 grad_norm: 0.1299 recall@thr=0.5: 0.8073 prec@thr=0.5: 0.8803 recall@top3: 0.8786 prec@top3: 0.6838 recall@top5: 0.9799 prec@top5: 0.4821 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:11:49 - mmengine - INFO - Epoch(train) [13][840/1441] lr: 2.0000e-02 eta: 2:47:11 time: 0.8595 data_time: 0.0328 memory: 18616 grad_norm: 0.1259 recall@thr=0.5: 0.7736 prec@thr=0.5: 0.8653 recall@top3: 0.8414 prec@top3: 0.7389 recall@top5: 0.9592 prec@top5: 0.5200 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 21:12:07 - mmengine - INFO - Epoch(train) [13][860/1441] lr: 2.0000e-02 eta: 2:46:51 time: 0.8682 data_time: 0.0416 memory: 18616 grad_norm: 0.1271 recall@thr=0.5: 0.7943 prec@thr=0.5: 0.8160 recall@top3: 0.8843 prec@top3: 0.7925 recall@top5: 0.9814 prec@top5: 0.5396 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 21:12:24 - mmengine - INFO - Epoch(train) [13][880/1441] lr: 2.0000e-02 eta: 2:46:31 time: 0.8493 data_time: 0.0313 memory: 18616 grad_norm: 0.1256 recall@thr=0.5: 0.8618 prec@thr=0.5: 0.8480 recall@top3: 0.8951 prec@top3: 0.7805 recall@top5: 0.9919 prec@top5: 0.5268 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 21:12:41 - mmengine - INFO - Epoch(train) [13][900/1441] lr: 2.0000e-02 eta: 2:46:12 time: 0.8734 data_time: 0.0437 memory: 18616 grad_norm: 0.1265 recall@thr=0.5: 0.6907 prec@thr=0.5: 0.7444 recall@top3: 0.8185 prec@top3: 0.5852 recall@top5: 0.9185 prec@top5: 0.4044 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 21:12:58 - mmengine - INFO - Epoch(train) [13][920/1441] lr: 2.0000e-02 eta: 2:45:52 time: 0.8239 data_time: 0.0337 memory: 18616 grad_norm: 0.1289 recall@thr=0.5: 0.9111 prec@thr=0.5: 0.9185 recall@top3: 0.9119 prec@top3: 0.7630 recall@top5: 0.9963 prec@top5: 0.5200 loss_action_cls: 0.0311 loss: 0.0311 2022/08/07 21:13:15 - mmengine - INFO - Epoch(train) [13][940/1441] lr: 2.0000e-02 eta: 2:45:32 time: 0.8522 data_time: 0.0396 memory: 18616 grad_norm: 0.1287 recall@thr=0.5: 0.8190 prec@thr=0.5: 0.8430 recall@top3: 0.8531 prec@top3: 0.7674 recall@top5: 0.9721 prec@top5: 0.5349 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 21:13:32 - mmengine - INFO - Epoch(train) [13][960/1441] lr: 2.0000e-02 eta: 2:45:12 time: 0.8620 data_time: 0.0491 memory: 18616 grad_norm: 0.1297 recall@thr=0.5: 0.8974 prec@thr=0.5: 0.8483 recall@top3: 0.9487 prec@top3: 0.6581 recall@top5: 0.9829 prec@top5: 0.4103 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:13:49 - mmengine - INFO - Epoch(train) [13][980/1441] lr: 2.0000e-02 eta: 2:44:52 time: 0.8596 data_time: 0.0365 memory: 18616 grad_norm: 0.1289 recall@thr=0.5: 0.7660 prec@thr=0.5: 0.8014 recall@top3: 0.8830 prec@top3: 0.6738 recall@top5: 0.9574 prec@top5: 0.4426 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 21:14:06 - mmengine - INFO - Epoch(train) [13][1000/1441] lr: 2.0000e-02 eta: 2:44:33 time: 0.8546 data_time: 0.0504 memory: 18616 grad_norm: 0.1289 recall@thr=0.5: 0.7120 prec@thr=0.5: 0.8007 recall@top3: 0.8986 prec@top3: 0.7029 recall@top5: 0.9783 prec@top5: 0.4696 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 21:14:23 - mmengine - INFO - Epoch(train) [13][1020/1441] lr: 2.0000e-02 eta: 2:44:13 time: 0.8608 data_time: 0.0353 memory: 18616 grad_norm: 0.1312 recall@thr=0.5: 0.8559 prec@thr=0.5: 0.9144 recall@top3: 0.9302 prec@top3: 0.7207 recall@top5: 0.9865 prec@top5: 0.4703 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 21:14:40 - mmengine - INFO - Epoch(train) [13][1040/1441] lr: 2.0000e-02 eta: 2:43:53 time: 0.8466 data_time: 0.0366 memory: 18616 grad_norm: 0.1277 recall@thr=0.5: 0.8611 prec@thr=0.5: 0.8049 recall@top3: 0.8889 prec@top3: 0.6340 recall@top5: 0.9608 prec@top5: 0.4235 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 21:14:58 - mmengine - INFO - Epoch(train) [13][1060/1441] lr: 2.0000e-02 eta: 2:43:34 time: 0.8601 data_time: 0.0328 memory: 18616 grad_norm: 0.1248 recall@thr=0.5: 0.8651 prec@thr=0.5: 0.9246 recall@top3: 0.9067 prec@top3: 0.7937 recall@top5: 0.9921 prec@top5: 0.5286 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 21:15:15 - mmengine - INFO - Epoch(train) [13][1080/1441] lr: 2.0000e-02 eta: 2:43:14 time: 0.8851 data_time: 0.0333 memory: 18616 grad_norm: 0.1285 recall@thr=0.5: 0.8216 prec@thr=0.5: 0.8860 recall@top3: 0.8640 prec@top3: 0.7719 recall@top5: 0.9532 prec@top5: 0.5228 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 21:15:32 - mmengine - INFO - Epoch(train) [13][1100/1441] lr: 2.0000e-02 eta: 2:42:55 time: 0.8470 data_time: 0.0384 memory: 18616 grad_norm: 0.1290 recall@thr=0.5: 0.7877 prec@thr=0.5: 0.8579 recall@top3: 0.8353 prec@top3: 0.6111 recall@top5: 0.9563 prec@top5: 0.4381 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 21:15:50 - mmengine - INFO - Epoch(train) [13][1120/1441] lr: 2.0000e-02 eta: 2:42:35 time: 0.8893 data_time: 0.0356 memory: 18616 grad_norm: 0.1310 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7471 recall@top3: 0.8196 prec@top3: 0.6863 recall@top5: 0.9578 prec@top5: 0.4941 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 21:16:07 - mmengine - INFO - Epoch(train) [13][1140/1441] lr: 2.0000e-02 eta: 2:42:16 time: 0.8488 data_time: 0.0323 memory: 18616 grad_norm: 0.1290 recall@thr=0.5: 0.7660 prec@thr=0.5: 0.8215 recall@top3: 0.8271 prec@top3: 0.6944 recall@top5: 0.9358 prec@top5: 0.4917 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 21:16:24 - mmengine - INFO - Epoch(train) [13][1160/1441] lr: 2.0000e-02 eta: 2:41:56 time: 0.8429 data_time: 0.0397 memory: 18616 grad_norm: 0.1283 recall@thr=0.5: 0.8273 prec@thr=0.5: 0.8227 recall@top3: 0.8780 prec@top3: 0.7447 recall@top5: 0.9851 prec@top5: 0.5149 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 21:16:41 - mmengine - INFO - Epoch(train) [13][1180/1441] lr: 2.0000e-02 eta: 2:41:36 time: 0.8700 data_time: 0.0362 memory: 18616 grad_norm: 0.1274 recall@thr=0.5: 0.8730 prec@thr=0.5: 0.8353 recall@top3: 0.9286 prec@top3: 0.6984 recall@top5: 1.0000 prec@top5: 0.4571 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 21:16:58 - mmengine - INFO - Epoch(train) [13][1200/1441] lr: 2.0000e-02 eta: 2:41:16 time: 0.8412 data_time: 0.0337 memory: 18616 grad_norm: 0.1279 recall@thr=0.5: 0.8248 prec@thr=0.5: 0.8423 recall@top3: 0.8675 prec@top3: 0.6923 recall@top5: 0.9744 prec@top5: 0.4718 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:17:15 - mmengine - INFO - Epoch(train) [13][1220/1441] lr: 2.0000e-02 eta: 2:40:57 time: 0.8540 data_time: 0.0344 memory: 18616 grad_norm: 0.1271 recall@thr=0.5: 0.8915 prec@thr=0.5: 0.8899 recall@top3: 0.9283 prec@top3: 0.8372 recall@top5: 0.9651 prec@top5: 0.5302 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 21:17:32 - mmengine - INFO - Epoch(train) [13][1240/1441] lr: 2.0000e-02 eta: 2:40:37 time: 0.8542 data_time: 0.0347 memory: 18616 grad_norm: 0.1228 recall@thr=0.5: 0.8788 prec@thr=0.5: 0.9242 recall@top3: 0.9212 prec@top3: 0.7917 recall@top5: 0.9950 prec@top5: 0.5350 loss_action_cls: 0.0295 loss: 0.0295 2022/08/07 21:17:49 - mmengine - INFO - Epoch(train) [13][1260/1441] lr: 2.0000e-02 eta: 2:40:17 time: 0.8497 data_time: 0.0377 memory: 18616 grad_norm: 0.1283 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.8000 recall@top3: 0.8485 prec@top3: 0.6364 recall@top5: 0.9621 prec@top5: 0.4400 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 21:18:06 - mmengine - INFO - Epoch(train) [13][1280/1441] lr: 2.0000e-02 eta: 2:39:58 time: 0.8464 data_time: 0.0387 memory: 18616 grad_norm: 0.1300 recall@thr=0.5: 0.6911 prec@thr=0.5: 0.8293 recall@top3: 0.8882 prec@top3: 0.6748 recall@top5: 0.9593 prec@top5: 0.4488 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:18:23 - mmengine - INFO - Epoch(train) [13][1300/1441] lr: 2.0000e-02 eta: 2:39:38 time: 0.8446 data_time: 0.0359 memory: 18616 grad_norm: 0.1302 recall@thr=0.5: 0.8090 prec@thr=0.5: 0.8125 recall@top3: 0.9340 prec@top3: 0.6944 recall@top5: 0.9826 prec@top5: 0.4500 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 21:18:41 - mmengine - INFO - Epoch(train) [13][1320/1441] lr: 2.0000e-02 eta: 2:39:18 time: 0.8708 data_time: 0.0624 memory: 18616 grad_norm: 0.1264 recall@thr=0.5: 0.7988 prec@thr=0.5: 0.8630 recall@top3: 0.8618 prec@top3: 0.6992 recall@top5: 0.9675 prec@top5: 0.4927 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 21:18:58 - mmengine - INFO - Epoch(train) [13][1340/1441] lr: 2.0000e-02 eta: 2:38:59 time: 0.8538 data_time: 0.0357 memory: 18616 grad_norm: 0.1314 recall@thr=0.5: 0.7490 prec@thr=0.5: 0.8578 recall@top3: 0.8809 prec@top3: 0.5980 recall@top5: 0.9706 prec@top5: 0.4118 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 21:19:15 - mmengine - INFO - Epoch(train) [13][1360/1441] lr: 2.0000e-02 eta: 2:38:39 time: 0.8478 data_time: 0.0331 memory: 18616 grad_norm: 0.1302 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8028 recall@top3: 0.9033 prec@top3: 0.6992 recall@top5: 0.9512 prec@top5: 0.4585 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 21:19:31 - mmengine - INFO - Epoch(train) [13][1380/1441] lr: 2.0000e-02 eta: 2:38:19 time: 0.8446 data_time: 0.0392 memory: 18616 grad_norm: 0.1289 recall@thr=0.5: 0.8640 prec@thr=0.5: 0.8684 recall@top3: 0.9320 prec@top3: 0.6667 recall@top5: 0.9474 prec@top5: 0.4105 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 21:19:48 - mmengine - INFO - Epoch(train) [13][1400/1441] lr: 2.0000e-02 eta: 2:38:00 time: 0.8458 data_time: 0.0321 memory: 18616 grad_norm: 0.1300 recall@thr=0.5: 0.7894 prec@thr=0.5: 0.8759 recall@top3: 0.8642 prec@top3: 0.7447 recall@top5: 0.9489 prec@top5: 0.5021 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:20:06 - mmengine - INFO - Epoch(train) [13][1420/1441] lr: 2.0000e-02 eta: 2:37:40 time: 0.8759 data_time: 0.0376 memory: 18616 grad_norm: 0.1295 recall@thr=0.5: 0.7217 prec@thr=0.5: 0.8200 recall@top3: 0.7917 prec@top3: 0.6067 recall@top5: 0.9533 prec@top5: 0.4520 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 21:20:23 - mmengine - INFO - Epoch(train) [13][1440/1441] lr: 2.0000e-02 eta: 2:37:21 time: 0.8434 data_time: 0.0356 memory: 18616 grad_norm: 0.1296 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.7538 recall@top3: 0.9186 prec@top3: 0.7348 recall@top5: 0.9621 prec@top5: 0.4727 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 21:20:23 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 21:20:23 - mmengine - INFO - Epoch(train) [13][1441/1441] lr: 2.0000e-02 eta: 2:37:21 time: 0.8309 data_time: 0.0382 memory: 9568 grad_norm: 0.1347 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.7917 recall@top3: 0.7708 prec@top3: 0.6875 recall@top5: 0.9583 prec@top5: 0.4875 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 21:20:23 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/08/07 21:20:31 - mmengine - INFO - Epoch(val) [13][20/6282] eta: 0:06:45 time: 0.0648 data_time: 0.0203 memory: 663 2022/08/07 21:20:32 - mmengine - INFO - Epoch(val) [13][40/6282] eta: 0:05:18 time: 0.0510 data_time: 0.0052 memory: 663 2022/08/07 21:20:33 - mmengine - INFO - Epoch(val) [13][60/6282] eta: 0:05:36 time: 0.0540 data_time: 0.0058 memory: 663 2022/08/07 21:20:34 - mmengine - INFO - Epoch(val) [13][80/6282] eta: 0:04:53 time: 0.0473 data_time: 0.0062 memory: 663 2022/08/07 21:20:35 - mmengine - INFO - Epoch(val) [13][100/6282] eta: 0:05:35 time: 0.0543 data_time: 0.0060 memory: 663 2022/08/07 21:20:37 - mmengine - INFO - Epoch(val) [13][120/6282] eta: 0:08:39 time: 0.0843 data_time: 0.0076 memory: 726 2022/08/07 21:20:38 - mmengine - INFO - Epoch(val) [13][140/6282] eta: 0:06:17 time: 0.0614 data_time: 0.0064 memory: 726 2022/08/07 21:20:39 - mmengine - INFO - Epoch(val) [13][160/6282] eta: 0:06:49 time: 0.0669 data_time: 0.0066 memory: 726 2022/08/07 21:20:41 - mmengine - INFO - Epoch(val) [13][180/6282] eta: 0:06:41 time: 0.0658 data_time: 0.0086 memory: 726 2022/08/07 21:20:42 - mmengine - INFO - Epoch(val) [13][200/6282] eta: 0:06:00 time: 0.0592 data_time: 0.0065 memory: 726 2022/08/07 21:20:43 - mmengine - INFO - Epoch(val) [13][220/6282] eta: 0:04:53 time: 0.0485 data_time: 0.0057 memory: 676 2022/08/07 21:20:44 - mmengine - INFO - Epoch(val) [13][240/6282] eta: 0:04:48 time: 0.0478 data_time: 0.0043 memory: 676 2022/08/07 21:20:45 - mmengine - INFO - Epoch(val) [13][260/6282] eta: 0:04:56 time: 0.0493 data_time: 0.0054 memory: 676 2022/08/07 21:20:46 - mmengine - INFO - Epoch(val) [13][280/6282] eta: 0:05:08 time: 0.0514 data_time: 0.0045 memory: 676 2022/08/07 21:20:47 - mmengine - INFO - Epoch(val) [13][300/6282] eta: 0:05:28 time: 0.0549 data_time: 0.0085 memory: 726 2022/08/07 21:20:49 - mmengine - INFO - Epoch(val) [13][320/6282] eta: 0:08:58 time: 0.0903 data_time: 0.0404 memory: 726 2022/08/07 21:20:51 - mmengine - INFO - Epoch(val) [13][340/6282] eta: 0:09:00 time: 0.0909 data_time: 0.0206 memory: 726 2022/08/07 21:20:52 - mmengine - INFO - Epoch(val) [13][360/6282] eta: 0:06:54 time: 0.0700 data_time: 0.0094 memory: 726 2022/08/07 21:20:54 - mmengine - INFO - Epoch(val) [13][380/6282] eta: 0:08:17 time: 0.0843 data_time: 0.0308 memory: 726 2022/08/07 21:20:55 - mmengine - INFO - Epoch(val) [13][400/6282] eta: 0:06:57 time: 0.0710 data_time: 0.0177 memory: 726 2022/08/07 21:20:56 - mmengine - INFO - Epoch(val) [13][420/6282] eta: 0:05:32 time: 0.0568 data_time: 0.0064 memory: 677 2022/08/07 21:20:57 - mmengine - INFO - Epoch(val) [13][440/6282] eta: 0:05:37 time: 0.0578 data_time: 0.0069 memory: 677 2022/08/07 21:20:59 - mmengine - INFO - Epoch(val) [13][460/6282] eta: 0:05:34 time: 0.0575 data_time: 0.0067 memory: 677 2022/08/07 21:21:00 - mmengine - INFO - Epoch(val) [13][480/6282] eta: 0:05:41 time: 0.0589 data_time: 0.0106 memory: 677 2022/08/07 21:21:01 - mmengine - INFO - Epoch(val) [13][500/6282] eta: 0:05:05 time: 0.0528 data_time: 0.0067 memory: 677 2022/08/07 21:21:02 - mmengine - INFO - Epoch(val) [13][520/6282] eta: 0:04:37 time: 0.0482 data_time: 0.0043 memory: 676 2022/08/07 21:21:03 - mmengine - INFO - Epoch(val) [13][540/6282] eta: 0:04:47 time: 0.0500 data_time: 0.0058 memory: 676 2022/08/07 21:21:04 - mmengine - INFO - Epoch(val) [13][560/6282] eta: 0:04:53 time: 0.0513 data_time: 0.0062 memory: 676 2022/08/07 21:21:05 - mmengine - INFO - Epoch(val) [13][580/6282] eta: 0:04:52 time: 0.0512 data_time: 0.0067 memory: 676 2022/08/07 21:21:06 - mmengine - INFO - Epoch(val) [13][600/6282] eta: 0:05:01 time: 0.0530 data_time: 0.0070 memory: 676 2022/08/07 21:21:07 - mmengine - INFO - Epoch(val) [13][620/6282] eta: 0:04:24 time: 0.0467 data_time: 0.0066 memory: 676 2022/08/07 21:21:08 - mmengine - INFO - Epoch(val) [13][640/6282] eta: 0:04:13 time: 0.0449 data_time: 0.0042 memory: 670 2022/08/07 21:21:09 - mmengine - INFO - Epoch(val) [13][660/6282] eta: 0:04:18 time: 0.0461 data_time: 0.0056 memory: 670 2022/08/07 21:21:10 - mmengine - INFO - Epoch(val) [13][680/6282] eta: 0:06:42 time: 0.0719 data_time: 0.0049 memory: 670 2022/08/07 21:21:11 - mmengine - INFO - Epoch(val) [13][700/6282] eta: 0:04:06 time: 0.0442 data_time: 0.0054 memory: 670 2022/08/07 21:21:14 - mmengine - INFO - Epoch(val) [13][720/6282] eta: 0:11:25 time: 0.1233 data_time: 0.0783 memory: 726 2022/08/07 21:21:17 - mmengine - INFO - Epoch(val) [13][740/6282] eta: 0:15:20 time: 0.1660 data_time: 0.1200 memory: 726 2022/08/07 21:21:20 - mmengine - INFO - Epoch(val) [13][760/6282] eta: 0:13:19 time: 0.1448 data_time: 0.0966 memory: 726 2022/08/07 21:21:23 - mmengine - INFO - Epoch(val) [13][780/6282] eta: 0:15:08 time: 0.1651 data_time: 0.1178 memory: 726 2022/08/07 21:21:26 - mmengine - INFO - Epoch(val) [13][800/6282] eta: 0:14:01 time: 0.1535 data_time: 0.0995 memory: 726 2022/08/07 21:21:28 - mmengine - INFO - Epoch(val) [13][820/6282] eta: 0:09:16 time: 0.1019 data_time: 0.0507 memory: 726 2022/08/07 21:21:30 - mmengine - INFO - Epoch(val) [13][840/6282] eta: 0:06:57 time: 0.0768 data_time: 0.0053 memory: 676 2022/08/07 21:21:31 - mmengine - INFO - Epoch(val) [13][860/6282] eta: 0:04:55 time: 0.0544 data_time: 0.0070 memory: 676 2022/08/07 21:21:32 - mmengine - INFO - Epoch(val) [13][880/6282] eta: 0:05:02 time: 0.0561 data_time: 0.0066 memory: 676 2022/08/07 21:21:33 - mmengine - INFO - Epoch(val) [13][900/6282] eta: 0:04:48 time: 0.0536 data_time: 0.0061 memory: 676 2022/08/07 21:21:34 - mmengine - INFO - Epoch(val) [13][920/6282] eta: 0:04:51 time: 0.0544 data_time: 0.0085 memory: 676 2022/08/07 21:21:35 - mmengine - INFO - Epoch(val) [13][940/6282] eta: 0:04:28 time: 0.0503 data_time: 0.0062 memory: 663 2022/08/07 21:21:36 - mmengine - INFO - Epoch(val) [13][960/6282] eta: 0:04:54 time: 0.0553 data_time: 0.0071 memory: 663 2022/08/07 21:21:38 - mmengine - INFO - Epoch(val) [13][980/6282] eta: 0:04:41 time: 0.0530 data_time: 0.0063 memory: 663 2022/08/07 21:21:39 - mmengine - INFO - Epoch(val) [13][1000/6282] eta: 0:04:40 time: 0.0532 data_time: 0.0088 memory: 663 2022/08/07 21:21:40 - mmengine - INFO - Epoch(val) [13][1020/6282] eta: 0:04:52 time: 0.0555 data_time: 0.0074 memory: 676 2022/08/07 21:21:41 - mmengine - INFO - Epoch(val) [13][1040/6282] eta: 0:04:44 time: 0.0542 data_time: 0.0055 memory: 676 2022/08/07 21:21:42 - mmengine - INFO - Epoch(val) [13][1060/6282] eta: 0:04:31 time: 0.0520 data_time: 0.0050 memory: 676 2022/08/07 21:21:43 - mmengine - INFO - Epoch(val) [13][1080/6282] eta: 0:04:50 time: 0.0558 data_time: 0.0081 memory: 676 2022/08/07 21:21:44 - mmengine - INFO - Epoch(val) [13][1100/6282] eta: 0:04:32 time: 0.0526 data_time: 0.0060 memory: 676 2022/08/07 21:21:45 - mmengine - INFO - Epoch(val) [13][1120/6282] eta: 0:04:43 time: 0.0549 data_time: 0.0069 memory: 676 2022/08/07 21:21:46 - mmengine - INFO - Epoch(val) [13][1140/6282] eta: 0:03:42 time: 0.0432 data_time: 0.0037 memory: 676 2022/08/07 21:21:47 - mmengine - INFO - Epoch(val) [13][1160/6282] eta: 0:04:13 time: 0.0495 data_time: 0.0054 memory: 676 2022/08/07 21:21:48 - mmengine - INFO - Epoch(val) [13][1180/6282] eta: 0:03:48 time: 0.0449 data_time: 0.0039 memory: 676 2022/08/07 21:21:49 - mmengine - INFO - Epoch(val) [13][1200/6282] eta: 0:03:42 time: 0.0438 data_time: 0.0041 memory: 676 2022/08/07 21:21:50 - mmengine - INFO - Epoch(val) [13][1220/6282] eta: 0:05:52 time: 0.0696 data_time: 0.0043 memory: 676 2022/08/07 21:21:53 - mmengine - INFO - Epoch(val) [13][1240/6282] eta: 0:12:06 time: 0.1441 data_time: 0.0919 memory: 726 2022/08/07 21:21:56 - mmengine - INFO - Epoch(val) [13][1260/6282] eta: 0:11:15 time: 0.1346 data_time: 0.0798 memory: 726 2022/08/07 21:21:59 - mmengine - INFO - Epoch(val) [13][1280/6282] eta: 0:14:26 time: 0.1732 data_time: 0.1243 memory: 726 2022/08/07 21:22:02 - mmengine - INFO - Epoch(val) [13][1300/6282] eta: 0:12:23 time: 0.1493 data_time: 0.0924 memory: 726 2022/08/07 21:22:06 - mmengine - INFO - Epoch(val) [13][1320/6282] eta: 0:13:55 time: 0.1683 data_time: 0.1133 memory: 726 2022/08/07 21:22:08 - mmengine - INFO - Epoch(val) [13][1340/6282] eta: 0:11:09 time: 0.1355 data_time: 0.0837 memory: 726 2022/08/07 21:22:12 - mmengine - INFO - Epoch(val) [13][1360/6282] eta: 0:14:53 time: 0.1815 data_time: 0.1104 memory: 726 2022/08/07 21:22:15 - mmengine - INFO - Epoch(val) [13][1380/6282] eta: 0:10:11 time: 0.1248 data_time: 0.0764 memory: 726 2022/08/07 21:22:18 - mmengine - INFO - Epoch(val) [13][1400/6282] eta: 0:12:40 time: 0.1558 data_time: 0.1130 memory: 726 2022/08/07 21:22:21 - mmengine - INFO - Epoch(val) [13][1420/6282] eta: 0:12:16 time: 0.1516 data_time: 0.0961 memory: 726 2022/08/07 21:22:23 - mmengine - INFO - Epoch(val) [13][1440/6282] eta: 0:08:11 time: 0.1014 data_time: 0.0473 memory: 726 2022/08/07 21:22:24 - mmengine - INFO - Epoch(val) [13][1460/6282] eta: 0:04:55 time: 0.0612 data_time: 0.0084 memory: 726 2022/08/07 21:22:25 - mmengine - INFO - Epoch(val) [13][1480/6282] eta: 0:04:51 time: 0.0607 data_time: 0.0062 memory: 726 2022/08/07 21:22:27 - mmengine - INFO - Epoch(val) [13][1500/6282] eta: 0:05:14 time: 0.0657 data_time: 0.0089 memory: 726 2022/08/07 21:22:28 - mmengine - INFO - Epoch(val) [13][1520/6282] eta: 0:04:59 time: 0.0630 data_time: 0.0065 memory: 798 2022/08/07 21:22:29 - mmengine - INFO - Epoch(val) [13][1540/6282] eta: 0:05:36 time: 0.0709 data_time: 0.0104 memory: 798 2022/08/07 21:22:31 - mmengine - INFO - Epoch(val) [13][1560/6282] eta: 0:07:10 time: 0.0912 data_time: 0.0071 memory: 798 2022/08/07 21:22:33 - mmengine - INFO - Epoch(val) [13][1580/6282] eta: 0:05:14 time: 0.0669 data_time: 0.0085 memory: 798 2022/08/07 21:22:34 - mmengine - INFO - Epoch(val) [13][1600/6282] eta: 0:05:34 time: 0.0715 data_time: 0.0085 memory: 798 2022/08/07 21:22:35 - mmengine - INFO - Epoch(val) [13][1620/6282] eta: 0:05:22 time: 0.0691 data_time: 0.0084 memory: 798 2022/08/07 21:22:36 - mmengine - INFO - Epoch(val) [13][1640/6282] eta: 0:04:15 time: 0.0551 data_time: 0.0059 memory: 726 2022/08/07 21:22:38 - mmengine - INFO - Epoch(val) [13][1660/6282] eta: 0:04:21 time: 0.0566 data_time: 0.0064 memory: 726 2022/08/07 21:22:39 - mmengine - INFO - Epoch(val) [13][1680/6282] eta: 0:04:05 time: 0.0533 data_time: 0.0062 memory: 726 2022/08/07 21:22:40 - mmengine - INFO - Epoch(val) [13][1700/6282] eta: 0:04:15 time: 0.0557 data_time: 0.0057 memory: 726 2022/08/07 21:22:41 - mmengine - INFO - Epoch(val) [13][1720/6282] eta: 0:04:15 time: 0.0560 data_time: 0.0052 memory: 726 2022/08/07 21:22:42 - mmengine - INFO - Epoch(val) [13][1740/6282] eta: 0:04:18 time: 0.0568 data_time: 0.0066 memory: 726 2022/08/07 21:22:43 - mmengine - INFO - Epoch(val) [13][1760/6282] eta: 0:04:00 time: 0.0531 data_time: 0.0067 memory: 726 2022/08/07 21:22:44 - mmengine - INFO - Epoch(val) [13][1780/6282] eta: 0:04:09 time: 0.0554 data_time: 0.0051 memory: 726 2022/08/07 21:22:45 - mmengine - INFO - Epoch(val) [13][1800/6282] eta: 0:04:08 time: 0.0555 data_time: 0.0060 memory: 726 2022/08/07 21:22:46 - mmengine - INFO - Epoch(val) [13][1820/6282] eta: 0:03:59 time: 0.0537 data_time: 0.0048 memory: 726 2022/08/07 21:22:48 - mmengine - INFO - Epoch(val) [13][1840/6282] eta: 0:06:16 time: 0.0848 data_time: 0.0327 memory: 726 2022/08/07 21:22:52 - mmengine - INFO - Epoch(val) [13][1860/6282] eta: 0:12:41 time: 0.1723 data_time: 0.1171 memory: 726 2022/08/07 21:22:55 - mmengine - INFO - Epoch(val) [13][1880/6282] eta: 0:10:49 time: 0.1474 data_time: 0.0920 memory: 726 2022/08/07 21:22:58 - mmengine - INFO - Epoch(val) [13][1900/6282] eta: 0:11:38 time: 0.1595 data_time: 0.1081 memory: 726 2022/08/07 21:23:01 - mmengine - INFO - Epoch(val) [13][1920/6282] eta: 0:09:45 time: 0.1341 data_time: 0.0770 memory: 726 2022/08/07 21:23:03 - mmengine - INFO - Epoch(val) [13][1940/6282] eta: 0:09:29 time: 0.1313 data_time: 0.0770 memory: 726 2022/08/07 21:23:04 - mmengine - INFO - Epoch(val) [13][1960/6282] eta: 0:03:49 time: 0.0531 data_time: 0.0060 memory: 677 2022/08/07 21:23:05 - mmengine - INFO - Epoch(val) [13][1980/6282] eta: 0:03:56 time: 0.0549 data_time: 0.0068 memory: 677 2022/08/07 21:23:06 - mmengine - INFO - Epoch(val) [13][2000/6282] eta: 0:03:45 time: 0.0526 data_time: 0.0056 memory: 677 2022/08/07 21:23:08 - mmengine - INFO - Epoch(val) [13][2020/6282] eta: 0:03:58 time: 0.0561 data_time: 0.0069 memory: 677 2022/08/07 21:23:09 - mmengine - INFO - Epoch(val) [13][2040/6282] eta: 0:04:05 time: 0.0578 data_time: 0.0097 memory: 677 2022/08/07 21:23:10 - mmengine - INFO - Epoch(val) [13][2060/6282] eta: 0:05:40 time: 0.0806 data_time: 0.0087 memory: 677 2022/08/07 21:23:11 - mmengine - INFO - Epoch(val) [13][2080/6282] eta: 0:03:56 time: 0.0562 data_time: 0.0060 memory: 677 2022/08/07 21:23:13 - mmengine - INFO - Epoch(val) [13][2100/6282] eta: 0:03:49 time: 0.0549 data_time: 0.0068 memory: 677 2022/08/07 21:23:14 - mmengine - INFO - Epoch(val) [13][2120/6282] eta: 0:03:47 time: 0.0546 data_time: 0.0066 memory: 677 2022/08/07 21:23:15 - mmengine - INFO - Epoch(val) [13][2140/6282] eta: 0:03:38 time: 0.0527 data_time: 0.0053 memory: 677 2022/08/07 21:23:16 - mmengine - INFO - Epoch(val) [13][2160/6282] eta: 0:03:47 time: 0.0552 data_time: 0.0055 memory: 676 2022/08/07 21:23:17 - mmengine - INFO - Epoch(val) [13][2180/6282] eta: 0:03:44 time: 0.0547 data_time: 0.0061 memory: 676 2022/08/07 21:23:18 - mmengine - INFO - Epoch(val) [13][2200/6282] eta: 0:03:40 time: 0.0541 data_time: 0.0076 memory: 676 2022/08/07 21:23:19 - mmengine - INFO - Epoch(val) [13][2220/6282] eta: 0:03:32 time: 0.0522 data_time: 0.0063 memory: 676 2022/08/07 21:23:20 - mmengine - INFO - Epoch(val) [13][2240/6282] eta: 0:03:48 time: 0.0565 data_time: 0.0074 memory: 676 2022/08/07 21:23:21 - mmengine - INFO - Epoch(val) [13][2260/6282] eta: 0:03:38 time: 0.0544 data_time: 0.0059 memory: 677 2022/08/07 21:23:23 - mmengine - INFO - Epoch(val) [13][2280/6282] eta: 0:03:42 time: 0.0556 data_time: 0.0063 memory: 677 2022/08/07 21:23:24 - mmengine - INFO - Epoch(val) [13][2300/6282] eta: 0:03:47 time: 0.0570 data_time: 0.0077 memory: 677 2022/08/07 21:23:25 - mmengine - INFO - Epoch(val) [13][2320/6282] eta: 0:03:45 time: 0.0568 data_time: 0.0059 memory: 677 2022/08/07 21:23:26 - mmengine - INFO - Epoch(val) [13][2340/6282] eta: 0:03:44 time: 0.0569 data_time: 0.0085 memory: 677 2022/08/07 21:23:27 - mmengine - INFO - Epoch(val) [13][2360/6282] eta: 0:03:45 time: 0.0576 data_time: 0.0078 memory: 676 2022/08/07 21:23:28 - mmengine - INFO - Epoch(val) [13][2380/6282] eta: 0:03:25 time: 0.0526 data_time: 0.0054 memory: 676 2022/08/07 21:23:29 - mmengine - INFO - Epoch(val) [13][2400/6282] eta: 0:03:13 time: 0.0498 data_time: 0.0050 memory: 676 2022/08/07 21:23:31 - mmengine - INFO - Epoch(val) [13][2420/6282] eta: 0:05:25 time: 0.0843 data_time: 0.0066 memory: 676 2022/08/07 21:23:32 - mmengine - INFO - Epoch(val) [13][2440/6282] eta: 0:03:31 time: 0.0551 data_time: 0.0076 memory: 676 2022/08/07 21:23:34 - mmengine - INFO - Epoch(val) [13][2460/6282] eta: 0:04:55 time: 0.0774 data_time: 0.0280 memory: 726 2022/08/07 21:23:35 - mmengine - INFO - Epoch(val) [13][2480/6282] eta: 0:04:53 time: 0.0773 data_time: 0.0268 memory: 726 2022/08/07 21:23:37 - mmengine - INFO - Epoch(val) [13][2500/6282] eta: 0:05:17 time: 0.0838 data_time: 0.0340 memory: 726 2022/08/07 21:23:38 - mmengine - INFO - Epoch(val) [13][2520/6282] eta: 0:04:33 time: 0.0727 data_time: 0.0244 memory: 726 2022/08/07 21:23:41 - mmengine - INFO - Epoch(val) [13][2540/6282] eta: 0:07:47 time: 0.1250 data_time: 0.0759 memory: 726 2022/08/07 21:23:44 - mmengine - INFO - Epoch(val) [13][2560/6282] eta: 0:08:55 time: 0.1438 data_time: 0.0975 memory: 726 2022/08/07 21:23:47 - mmengine - INFO - Epoch(val) [13][2580/6282] eta: 0:11:01 time: 0.1787 data_time: 0.1335 memory: 726 2022/08/07 21:23:51 - mmengine - INFO - Epoch(val) [13][2600/6282] eta: 0:10:10 time: 0.1659 data_time: 0.0800 memory: 726 2022/08/07 21:23:54 - mmengine - INFO - Epoch(val) [13][2620/6282] eta: 0:08:38 time: 0.1415 data_time: 0.0840 memory: 726 2022/08/07 21:23:57 - mmengine - INFO - Epoch(val) [13][2640/6282] eta: 0:08:58 time: 0.1480 data_time: 0.0925 memory: 726 2022/08/07 21:23:58 - mmengine - INFO - Epoch(val) [13][2660/6282] eta: 0:04:20 time: 0.0719 data_time: 0.0082 memory: 791 2022/08/07 21:23:59 - mmengine - INFO - Epoch(val) [13][2680/6282] eta: 0:04:21 time: 0.0725 data_time: 0.0099 memory: 791 2022/08/07 21:24:01 - mmengine - INFO - Epoch(val) [13][2700/6282] eta: 0:04:31 time: 0.0759 data_time: 0.0118 memory: 791 2022/08/07 21:24:03 - mmengine - INFO - Epoch(val) [13][2720/6282] eta: 0:05:20 time: 0.0899 data_time: 0.0084 memory: 791 2022/08/07 21:24:04 - mmengine - INFO - Epoch(val) [13][2740/6282] eta: 0:04:07 time: 0.0700 data_time: 0.0079 memory: 791 2022/08/07 21:24:05 - mmengine - INFO - Epoch(val) [13][2760/6282] eta: 0:03:10 time: 0.0542 data_time: 0.0058 memory: 677 2022/08/07 21:24:06 - mmengine - INFO - Epoch(val) [13][2780/6282] eta: 0:02:53 time: 0.0495 data_time: 0.0053 memory: 677 2022/08/07 21:24:07 - mmengine - INFO - Epoch(val) [13][2800/6282] eta: 0:03:09 time: 0.0545 data_time: 0.0050 memory: 677 2022/08/07 21:24:08 - mmengine - INFO - Epoch(val) [13][2820/6282] eta: 0:02:50 time: 0.0493 data_time: 0.0060 memory: 677 2022/08/07 21:24:09 - mmengine - INFO - Epoch(val) [13][2840/6282] eta: 0:02:48 time: 0.0489 data_time: 0.0052 memory: 677 2022/08/07 21:24:11 - mmengine - INFO - Epoch(val) [13][2860/6282] eta: 0:03:38 time: 0.0638 data_time: 0.0077 memory: 726 2022/08/07 21:24:12 - mmengine - INFO - Epoch(val) [13][2880/6282] eta: 0:04:19 time: 0.0762 data_time: 0.0252 memory: 726 2022/08/07 21:24:14 - mmengine - INFO - Epoch(val) [13][2900/6282] eta: 0:04:06 time: 0.0729 data_time: 0.0216 memory: 726 2022/08/07 21:24:15 - mmengine - INFO - Epoch(val) [13][2920/6282] eta: 0:02:57 time: 0.0528 data_time: 0.0081 memory: 726 2022/08/07 21:24:16 - mmengine - INFO - Epoch(val) [13][2940/6282] eta: 0:02:40 time: 0.0479 data_time: 0.0041 memory: 698 2022/08/07 21:24:17 - mmengine - INFO - Epoch(val) [13][2960/6282] eta: 0:03:09 time: 0.0571 data_time: 0.0050 memory: 698 2022/08/07 21:24:18 - mmengine - INFO - Epoch(val) [13][2980/6282] eta: 0:02:46 time: 0.0505 data_time: 0.0068 memory: 698 2022/08/07 21:24:19 - mmengine - INFO - Epoch(val) [13][3000/6282] eta: 0:02:54 time: 0.0530 data_time: 0.0060 memory: 698 2022/08/07 21:24:20 - mmengine - INFO - Epoch(val) [13][3020/6282] eta: 0:03:01 time: 0.0556 data_time: 0.0059 memory: 726 2022/08/07 21:24:21 - mmengine - INFO - Epoch(val) [13][3040/6282] eta: 0:03:20 time: 0.0618 data_time: 0.0071 memory: 726 2022/08/07 21:24:23 - mmengine - INFO - Epoch(val) [13][3060/6282] eta: 0:03:04 time: 0.0573 data_time: 0.0057 memory: 726 2022/08/07 21:24:24 - mmengine - INFO - Epoch(val) [13][3080/6282] eta: 0:03:17 time: 0.0618 data_time: 0.0074 memory: 726 2022/08/07 21:24:25 - mmengine - INFO - Epoch(val) [13][3100/6282] eta: 0:03:02 time: 0.0573 data_time: 0.0059 memory: 726 2022/08/07 21:24:26 - mmengine - INFO - Epoch(val) [13][3120/6282] eta: 0:02:36 time: 0.0495 data_time: 0.0054 memory: 677 2022/08/07 21:24:27 - mmengine - INFO - Epoch(val) [13][3140/6282] eta: 0:02:34 time: 0.0493 data_time: 0.0055 memory: 677 2022/08/07 21:24:28 - mmengine - INFO - Epoch(val) [13][3160/6282] eta: 0:02:47 time: 0.0535 data_time: 0.0072 memory: 677 2022/08/07 21:24:29 - mmengine - INFO - Epoch(val) [13][3180/6282] eta: 0:02:40 time: 0.0517 data_time: 0.0065 memory: 677 2022/08/07 21:24:31 - mmengine - INFO - Epoch(val) [13][3200/6282] eta: 0:03:40 time: 0.0715 data_time: 0.0132 memory: 726 2022/08/07 21:24:32 - mmengine - INFO - Epoch(val) [13][3220/6282] eta: 0:04:06 time: 0.0806 data_time: 0.0248 memory: 726 2022/08/07 21:24:34 - mmengine - INFO - Epoch(val) [13][3240/6282] eta: 0:03:35 time: 0.0709 data_time: 0.0155 memory: 726 2022/08/07 21:24:35 - mmengine - INFO - Epoch(val) [13][3260/6282] eta: 0:03:44 time: 0.0744 data_time: 0.0191 memory: 726 2022/08/07 21:24:36 - mmengine - INFO - Epoch(val) [13][3280/6282] eta: 0:03:15 time: 0.0652 data_time: 0.0124 memory: 726 2022/08/07 21:24:38 - mmengine - INFO - Epoch(val) [13][3300/6282] eta: 0:03:02 time: 0.0611 data_time: 0.0057 memory: 726 2022/08/07 21:24:39 - mmengine - INFO - Epoch(val) [13][3320/6282] eta: 0:03:02 time: 0.0617 data_time: 0.0072 memory: 726 2022/08/07 21:24:40 - mmengine - INFO - Epoch(val) [13][3340/6282] eta: 0:02:59 time: 0.0609 data_time: 0.0069 memory: 726 2022/08/07 21:24:41 - mmengine - INFO - Epoch(val) [13][3360/6282] eta: 0:03:04 time: 0.0631 data_time: 0.0074 memory: 726 2022/08/07 21:24:42 - mmengine - INFO - Epoch(val) [13][3380/6282] eta: 0:02:36 time: 0.0538 data_time: 0.0059 memory: 726 2022/08/07 21:24:43 - mmengine - INFO - Epoch(val) [13][3400/6282] eta: 0:02:21 time: 0.0491 data_time: 0.0056 memory: 676 2022/08/07 21:24:44 - mmengine - INFO - Epoch(val) [13][3420/6282] eta: 0:02:22 time: 0.0497 data_time: 0.0060 memory: 676 2022/08/07 21:24:46 - mmengine - INFO - Epoch(val) [13][3440/6282] eta: 0:02:28 time: 0.0523 data_time: 0.0054 memory: 676 2022/08/07 21:24:47 - mmengine - INFO - Epoch(val) [13][3460/6282] eta: 0:02:17 time: 0.0489 data_time: 0.0069 memory: 676 2022/08/07 21:24:48 - mmengine - INFO - Epoch(val) [13][3480/6282] eta: 0:02:14 time: 0.0482 data_time: 0.0053 memory: 676 2022/08/07 21:24:48 - mmengine - INFO - Epoch(val) [13][3500/6282] eta: 0:02:10 time: 0.0469 data_time: 0.0046 memory: 676 2022/08/07 21:24:49 - mmengine - INFO - Epoch(val) [13][3520/6282] eta: 0:02:17 time: 0.0496 data_time: 0.0072 memory: 676 2022/08/07 21:24:51 - mmengine - INFO - Epoch(val) [13][3540/6282] eta: 0:03:35 time: 0.0785 data_time: 0.0062 memory: 676 2022/08/07 21:24:52 - mmengine - INFO - Epoch(val) [13][3560/6282] eta: 0:02:16 time: 0.0502 data_time: 0.0054 memory: 676 2022/08/07 21:24:53 - mmengine - INFO - Epoch(val) [13][3580/6282] eta: 0:02:25 time: 0.0538 data_time: 0.0063 memory: 712 2022/08/07 21:24:54 - mmengine - INFO - Epoch(val) [13][3600/6282] eta: 0:02:29 time: 0.0556 data_time: 0.0072 memory: 712 2022/08/07 21:24:55 - mmengine - INFO - Epoch(val) [13][3620/6282] eta: 0:02:28 time: 0.0559 data_time: 0.0049 memory: 712 2022/08/07 21:24:57 - mmengine - INFO - Epoch(val) [13][3640/6282] eta: 0:02:32 time: 0.0577 data_time: 0.0055 memory: 712 2022/08/07 21:24:58 - mmengine - INFO - Epoch(val) [13][3660/6282] eta: 0:02:10 time: 0.0498 data_time: 0.0056 memory: 712 2022/08/07 21:24:59 - mmengine - INFO - Epoch(val) [13][3680/6282] eta: 0:02:37 time: 0.0604 data_time: 0.0123 memory: 726 2022/08/07 21:25:01 - mmengine - INFO - Epoch(val) [13][3700/6282] eta: 0:03:48 time: 0.0886 data_time: 0.0343 memory: 726 2022/08/07 21:25:03 - mmengine - INFO - Epoch(val) [13][3720/6282] eta: 0:04:35 time: 0.1076 data_time: 0.0191 memory: 726 2022/08/07 21:25:04 - mmengine - INFO - Epoch(val) [13][3740/6282] eta: 0:03:09 time: 0.0747 data_time: 0.0178 memory: 726 2022/08/07 21:25:06 - mmengine - INFO - Epoch(val) [13][3760/6282] eta: 0:03:44 time: 0.0892 data_time: 0.0414 memory: 726 2022/08/07 21:25:08 - mmengine - INFO - Epoch(val) [13][3780/6282] eta: 0:03:24 time: 0.0818 data_time: 0.0297 memory: 726 2022/08/07 21:25:09 - mmengine - INFO - Epoch(val) [13][3800/6282] eta: 0:03:33 time: 0.0859 data_time: 0.0312 memory: 726 2022/08/07 21:25:11 - mmengine - INFO - Epoch(val) [13][3820/6282] eta: 0:03:38 time: 0.0888 data_time: 0.0321 memory: 726 2022/08/07 21:25:13 - mmengine - INFO - Epoch(val) [13][3840/6282] eta: 0:03:36 time: 0.0888 data_time: 0.0356 memory: 726 2022/08/07 21:25:15 - mmengine - INFO - Epoch(val) [13][3860/6282] eta: 0:03:36 time: 0.0894 data_time: 0.0329 memory: 726 2022/08/07 21:25:16 - mmengine - INFO - Epoch(val) [13][3880/6282] eta: 0:03:09 time: 0.0788 data_time: 0.0244 memory: 726 2022/08/07 21:25:18 - mmengine - INFO - Epoch(val) [13][3900/6282] eta: 0:03:09 time: 0.0797 data_time: 0.0288 memory: 726 2022/08/07 21:25:20 - mmengine - INFO - Epoch(val) [13][3920/6282] eta: 0:04:37 time: 0.1176 data_time: 0.0382 memory: 726 2022/08/07 21:25:22 - mmengine - INFO - Epoch(val) [13][3940/6282] eta: 0:02:17 time: 0.0587 data_time: 0.0079 memory: 726 2022/08/07 21:25:23 - mmengine - INFO - Epoch(val) [13][3960/6282] eta: 0:02:23 time: 0.0619 data_time: 0.0075 memory: 726 2022/08/07 21:25:24 - mmengine - INFO - Epoch(val) [13][3980/6282] eta: 0:02:06 time: 0.0550 data_time: 0.0037 memory: 726 2022/08/07 21:25:25 - mmengine - INFO - Epoch(val) [13][4000/6282] eta: 0:01:59 time: 0.0523 data_time: 0.0052 memory: 726 2022/08/07 21:25:26 - mmengine - INFO - Epoch(val) [13][4020/6282] eta: 0:01:49 time: 0.0486 data_time: 0.0042 memory: 726 2022/08/07 21:25:27 - mmengine - INFO - Epoch(val) [13][4040/6282] eta: 0:01:54 time: 0.0512 data_time: 0.0054 memory: 791 2022/08/07 21:25:28 - mmengine - INFO - Epoch(val) [13][4060/6282] eta: 0:02:09 time: 0.0583 data_time: 0.0057 memory: 791 2022/08/07 21:25:30 - mmengine - INFO - Epoch(val) [13][4080/6282] eta: 0:02:18 time: 0.0630 data_time: 0.0057 memory: 791 2022/08/07 21:25:31 - mmengine - INFO - Epoch(val) [13][4100/6282] eta: 0:02:38 time: 0.0726 data_time: 0.0107 memory: 791 2022/08/07 21:25:32 - mmengine - INFO - Epoch(val) [13][4120/6282] eta: 0:02:27 time: 0.0681 data_time: 0.0074 memory: 791 2022/08/07 21:25:34 - mmengine - INFO - Epoch(val) [13][4140/6282] eta: 0:02:17 time: 0.0643 data_time: 0.0065 memory: 791 2022/08/07 21:25:35 - mmengine - INFO - Epoch(val) [13][4160/6282] eta: 0:01:59 time: 0.0561 data_time: 0.0084 memory: 676 2022/08/07 21:25:36 - mmengine - INFO - Epoch(val) [13][4180/6282] eta: 0:01:57 time: 0.0557 data_time: 0.0058 memory: 676 2022/08/07 21:25:37 - mmengine - INFO - Epoch(val) [13][4200/6282] eta: 0:01:52 time: 0.0539 data_time: 0.0064 memory: 676 2022/08/07 21:25:38 - mmengine - INFO - Epoch(val) [13][4220/6282] eta: 0:01:48 time: 0.0526 data_time: 0.0067 memory: 676 2022/08/07 21:25:39 - mmengine - INFO - Epoch(val) [13][4240/6282] eta: 0:01:50 time: 0.0539 data_time: 0.0064 memory: 677 2022/08/07 21:25:41 - mmengine - INFO - Epoch(val) [13][4260/6282] eta: 0:02:32 time: 0.0757 data_time: 0.0053 memory: 677 2022/08/07 21:25:42 - mmengine - INFO - Epoch(val) [13][4280/6282] eta: 0:01:36 time: 0.0484 data_time: 0.0055 memory: 677 2022/08/07 21:25:43 - mmengine - INFO - Epoch(val) [13][4300/6282] eta: 0:01:32 time: 0.0465 data_time: 0.0048 memory: 677 2022/08/07 21:25:44 - mmengine - INFO - Epoch(val) [13][4320/6282] eta: 0:01:32 time: 0.0473 data_time: 0.0053 memory: 677 2022/08/07 21:25:45 - mmengine - INFO - Epoch(val) [13][4340/6282] eta: 0:01:35 time: 0.0491 data_time: 0.0059 memory: 677 2022/08/07 21:25:46 - mmengine - INFO - Epoch(val) [13][4360/6282] eta: 0:01:48 time: 0.0563 data_time: 0.0054 memory: 726 2022/08/07 21:25:47 - mmengine - INFO - Epoch(val) [13][4380/6282] eta: 0:01:53 time: 0.0594 data_time: 0.0067 memory: 726 2022/08/07 21:25:48 - mmengine - INFO - Epoch(val) [13][4400/6282] eta: 0:01:50 time: 0.0590 data_time: 0.0073 memory: 726 2022/08/07 21:25:49 - mmengine - INFO - Epoch(val) [13][4420/6282] eta: 0:01:50 time: 0.0592 data_time: 0.0052 memory: 726 2022/08/07 21:25:51 - mmengine - INFO - Epoch(val) [13][4440/6282] eta: 0:01:58 time: 0.0643 data_time: 0.0082 memory: 733 2022/08/07 21:25:52 - mmengine - INFO - Epoch(val) [13][4460/6282] eta: 0:01:50 time: 0.0605 data_time: 0.0066 memory: 733 2022/08/07 21:25:53 - mmengine - INFO - Epoch(val) [13][4480/6282] eta: 0:01:49 time: 0.0609 data_time: 0.0063 memory: 733 2022/08/07 21:25:54 - mmengine - INFO - Epoch(val) [13][4500/6282] eta: 0:01:45 time: 0.0592 data_time: 0.0064 memory: 733 2022/08/07 21:25:56 - mmengine - INFO - Epoch(val) [13][4520/6282] eta: 0:01:51 time: 0.0634 data_time: 0.0075 memory: 733 2022/08/07 21:25:57 - mmengine - INFO - Epoch(val) [13][4540/6282] eta: 0:01:39 time: 0.0572 data_time: 0.0068 memory: 677 2022/08/07 21:25:58 - mmengine - INFO - Epoch(val) [13][4560/6282] eta: 0:01:32 time: 0.0537 data_time: 0.0075 memory: 677 2022/08/07 21:25:59 - mmengine - INFO - Epoch(val) [13][4580/6282] eta: 0:01:30 time: 0.0532 data_time: 0.0074 memory: 677 2022/08/07 21:26:00 - mmengine - INFO - Epoch(val) [13][4600/6282] eta: 0:02:09 time: 0.0767 data_time: 0.0052 memory: 677 2022/08/07 21:26:01 - mmengine - INFO - Epoch(val) [13][4620/6282] eta: 0:01:22 time: 0.0498 data_time: 0.0059 memory: 677 2022/08/07 21:26:03 - mmengine - INFO - Epoch(val) [13][4640/6282] eta: 0:01:34 time: 0.0574 data_time: 0.0060 memory: 733 2022/08/07 21:26:04 - mmengine - INFO - Epoch(val) [13][4660/6282] eta: 0:01:35 time: 0.0591 data_time: 0.0069 memory: 733 2022/08/07 21:26:05 - mmengine - INFO - Epoch(val) [13][4680/6282] eta: 0:01:32 time: 0.0579 data_time: 0.0059 memory: 733 2022/08/07 21:26:06 - mmengine - INFO - Epoch(val) [13][4700/6282] eta: 0:01:30 time: 0.0571 data_time: 0.0056 memory: 733 2022/08/07 21:26:07 - mmengine - INFO - Epoch(val) [13][4720/6282] eta: 0:01:26 time: 0.0554 data_time: 0.0062 memory: 733 2022/08/07 21:26:08 - mmengine - INFO - Epoch(val) [13][4740/6282] eta: 0:01:23 time: 0.0540 data_time: 0.0065 memory: 698 2022/08/07 21:26:09 - mmengine - INFO - Epoch(val) [13][4760/6282] eta: 0:01:22 time: 0.0544 data_time: 0.0054 memory: 698 2022/08/07 21:26:11 - mmengine - INFO - Epoch(val) [13][4780/6282] eta: 0:01:25 time: 0.0570 data_time: 0.0066 memory: 698 2022/08/07 21:26:12 - mmengine - INFO - Epoch(val) [13][4800/6282] eta: 0:01:23 time: 0.0563 data_time: 0.0082 memory: 698 2022/08/07 21:26:13 - mmengine - INFO - Epoch(val) [13][4820/6282] eta: 0:01:22 time: 0.0566 data_time: 0.0067 memory: 726 2022/08/07 21:26:14 - mmengine - INFO - Epoch(val) [13][4840/6282] eta: 0:01:27 time: 0.0604 data_time: 0.0068 memory: 726 2022/08/07 21:26:15 - mmengine - INFO - Epoch(val) [13][4860/6282] eta: 0:01:24 time: 0.0593 data_time: 0.0066 memory: 726 2022/08/07 21:26:16 - mmengine - INFO - Epoch(val) [13][4880/6282] eta: 0:01:21 time: 0.0579 data_time: 0.0057 memory: 726 2022/08/07 21:26:18 - mmengine - INFO - Epoch(val) [13][4900/6282] eta: 0:01:21 time: 0.0588 data_time: 0.0069 memory: 726 2022/08/07 21:26:19 - mmengine - INFO - Epoch(val) [13][4920/6282] eta: 0:01:18 time: 0.0574 data_time: 0.0069 memory: 726 2022/08/07 21:26:21 - mmengine - INFO - Epoch(val) [13][4940/6282] eta: 0:02:08 time: 0.0955 data_time: 0.0067 memory: 726 2022/08/07 21:26:22 - mmengine - INFO - Epoch(val) [13][4960/6282] eta: 0:01:15 time: 0.0568 data_time: 0.0061 memory: 726 2022/08/07 21:26:23 - mmengine - INFO - Epoch(val) [13][4980/6282] eta: 0:01:20 time: 0.0622 data_time: 0.0086 memory: 726 2022/08/07 21:26:24 - mmengine - INFO - Epoch(val) [13][5000/6282] eta: 0:01:20 time: 0.0629 data_time: 0.0065 memory: 726 2022/08/07 21:26:26 - mmengine - INFO - Epoch(val) [13][5020/6282] eta: 0:01:08 time: 0.0539 data_time: 0.0064 memory: 726 2022/08/07 21:26:27 - mmengine - INFO - Epoch(val) [13][5040/6282] eta: 0:01:04 time: 0.0523 data_time: 0.0062 memory: 677 2022/08/07 21:26:28 - mmengine - INFO - Epoch(val) [13][5060/6282] eta: 0:01:06 time: 0.0541 data_time: 0.0052 memory: 677 2022/08/07 21:26:29 - mmengine - INFO - Epoch(val) [13][5080/6282] eta: 0:01:04 time: 0.0536 data_time: 0.0061 memory: 677 2022/08/07 21:26:30 - mmengine - INFO - Epoch(val) [13][5100/6282] eta: 0:01:03 time: 0.0534 data_time: 0.0075 memory: 677 2022/08/07 21:26:31 - mmengine - INFO - Epoch(val) [13][5120/6282] eta: 0:01:09 time: 0.0595 data_time: 0.0107 memory: 677 2022/08/07 21:26:32 - mmengine - INFO - Epoch(val) [13][5140/6282] eta: 0:00:58 time: 0.0512 data_time: 0.0049 memory: 676 2022/08/07 21:26:33 - mmengine - INFO - Epoch(val) [13][5160/6282] eta: 0:01:00 time: 0.0543 data_time: 0.0075 memory: 676 2022/08/07 21:26:34 - mmengine - INFO - Epoch(val) [13][5180/6282] eta: 0:00:58 time: 0.0529 data_time: 0.0065 memory: 676 2022/08/07 21:26:35 - mmengine - INFO - Epoch(val) [13][5200/6282] eta: 0:00:57 time: 0.0533 data_time: 0.0068 memory: 676 2022/08/07 21:26:36 - mmengine - INFO - Epoch(val) [13][5220/6282] eta: 0:00:59 time: 0.0563 data_time: 0.0065 memory: 676 2022/08/07 21:26:38 - mmengine - INFO - Epoch(val) [13][5240/6282] eta: 0:00:55 time: 0.0532 data_time: 0.0049 memory: 676 2022/08/07 21:26:39 - mmengine - INFO - Epoch(val) [13][5260/6282] eta: 0:00:52 time: 0.0518 data_time: 0.0056 memory: 676 2022/08/07 21:26:40 - mmengine - INFO - Epoch(val) [13][5280/6282] eta: 0:01:22 time: 0.0825 data_time: 0.0073 memory: 676 2022/08/07 21:26:41 - mmengine - INFO - Epoch(val) [13][5300/6282] eta: 0:00:52 time: 0.0533 data_time: 0.0064 memory: 676 2022/08/07 21:26:43 - mmengine - INFO - Epoch(val) [13][5320/6282] eta: 0:00:56 time: 0.0584 data_time: 0.0069 memory: 676 2022/08/07 21:26:44 - mmengine - INFO - Epoch(val) [13][5340/6282] eta: 0:00:49 time: 0.0523 data_time: 0.0058 memory: 676 2022/08/07 21:26:45 - mmengine - INFO - Epoch(val) [13][5360/6282] eta: 0:00:47 time: 0.0518 data_time: 0.0061 memory: 676 2022/08/07 21:26:46 - mmengine - INFO - Epoch(val) [13][5380/6282] eta: 0:00:48 time: 0.0536 data_time: 0.0054 memory: 676 2022/08/07 21:26:47 - mmengine - INFO - Epoch(val) [13][5400/6282] eta: 0:00:49 time: 0.0557 data_time: 0.0059 memory: 676 2022/08/07 21:26:48 - mmengine - INFO - Epoch(val) [13][5420/6282] eta: 0:00:49 time: 0.0576 data_time: 0.0064 memory: 676 2022/08/07 21:26:49 - mmengine - INFO - Epoch(val) [13][5440/6282] eta: 0:00:45 time: 0.0545 data_time: 0.0078 memory: 676 2022/08/07 21:26:50 - mmengine - INFO - Epoch(val) [13][5460/6282] eta: 0:00:46 time: 0.0564 data_time: 0.0059 memory: 676 2022/08/07 21:26:52 - mmengine - INFO - Epoch(val) [13][5480/6282] eta: 0:01:00 time: 0.0759 data_time: 0.0056 memory: 676 2022/08/07 21:26:53 - mmengine - INFO - Epoch(val) [13][5500/6282] eta: 0:00:40 time: 0.0518 data_time: 0.0062 memory: 676 2022/08/07 21:26:54 - mmengine - INFO - Epoch(val) [13][5520/6282] eta: 0:00:42 time: 0.0552 data_time: 0.0051 memory: 691 2022/08/07 21:26:55 - mmengine - INFO - Epoch(val) [13][5540/6282] eta: 0:00:43 time: 0.0591 data_time: 0.0073 memory: 691 2022/08/07 21:26:56 - mmengine - INFO - Epoch(val) [13][5560/6282] eta: 0:00:40 time: 0.0555 data_time: 0.0080 memory: 691 2022/08/07 21:26:58 - mmengine - INFO - Epoch(val) [13][5580/6282] eta: 0:00:40 time: 0.0573 data_time: 0.0076 memory: 691 2022/08/07 21:26:59 - mmengine - INFO - Epoch(val) [13][5600/6282] eta: 0:00:37 time: 0.0556 data_time: 0.0075 memory: 691 2022/08/07 21:27:00 - mmengine - INFO - Epoch(val) [13][5620/6282] eta: 0:00:36 time: 0.0549 data_time: 0.0053 memory: 691 2022/08/07 21:27:01 - mmengine - INFO - Epoch(val) [13][5640/6282] eta: 0:00:35 time: 0.0550 data_time: 0.0052 memory: 676 2022/08/07 21:27:02 - mmengine - INFO - Epoch(val) [13][5660/6282] eta: 0:00:32 time: 0.0515 data_time: 0.0053 memory: 676 2022/08/07 21:27:03 - mmengine - INFO - Epoch(val) [13][5680/6282] eta: 0:00:29 time: 0.0496 data_time: 0.0050 memory: 676 2022/08/07 21:27:04 - mmengine - INFO - Epoch(val) [13][5700/6282] eta: 0:00:30 time: 0.0522 data_time: 0.0066 memory: 676 2022/08/07 21:27:05 - mmengine - INFO - Epoch(val) [13][5720/6282] eta: 0:00:31 time: 0.0560 data_time: 0.0062 memory: 705 2022/08/07 21:27:06 - mmengine - INFO - Epoch(val) [13][5740/6282] eta: 0:00:30 time: 0.0567 data_time: 0.0068 memory: 705 2022/08/07 21:27:07 - mmengine - INFO - Epoch(val) [13][5760/6282] eta: 0:00:28 time: 0.0554 data_time: 0.0057 memory: 705 2022/08/07 21:27:09 - mmengine - INFO - Epoch(val) [13][5780/6282] eta: 0:00:28 time: 0.0567 data_time: 0.0070 memory: 705 2022/08/07 21:27:10 - mmengine - INFO - Epoch(val) [13][5800/6282] eta: 0:00:27 time: 0.0573 data_time: 0.0056 memory: 705 2022/08/07 21:27:11 - mmengine - INFO - Epoch(val) [13][5820/6282] eta: 0:00:36 time: 0.0789 data_time: 0.0064 memory: 705 2022/08/07 21:27:12 - mmengine - INFO - Epoch(val) [13][5840/6282] eta: 0:00:23 time: 0.0540 data_time: 0.0076 memory: 691 2022/08/07 21:27:13 - mmengine - INFO - Epoch(val) [13][5860/6282] eta: 0:00:22 time: 0.0540 data_time: 0.0056 memory: 691 2022/08/07 21:27:15 - mmengine - INFO - Epoch(val) [13][5880/6282] eta: 0:00:23 time: 0.0580 data_time: 0.0073 memory: 691 2022/08/07 21:27:16 - mmengine - INFO - Epoch(val) [13][5900/6282] eta: 0:00:21 time: 0.0552 data_time: 0.0064 memory: 691 2022/08/07 21:27:17 - mmengine - INFO - Epoch(val) [13][5920/6282] eta: 0:00:20 time: 0.0568 data_time: 0.0069 memory: 691 2022/08/07 21:27:18 - mmengine - INFO - Epoch(val) [13][5940/6282] eta: 0:00:18 time: 0.0544 data_time: 0.0080 memory: 676 2022/08/07 21:27:19 - mmengine - INFO - Epoch(val) [13][5960/6282] eta: 0:00:17 time: 0.0536 data_time: 0.0062 memory: 676 2022/08/07 21:27:20 - mmengine - INFO - Epoch(val) [13][5980/6282] eta: 0:00:18 time: 0.0615 data_time: 0.0067 memory: 676 2022/08/07 21:27:22 - mmengine - INFO - Epoch(val) [13][6000/6282] eta: 0:00:17 time: 0.0606 data_time: 0.0060 memory: 726 2022/08/07 21:27:23 - mmengine - INFO - Epoch(val) [13][6020/6282] eta: 0:00:15 time: 0.0604 data_time: 0.0082 memory: 726 2022/08/07 21:27:24 - mmengine - INFO - Epoch(val) [13][6040/6282] eta: 0:00:14 time: 0.0580 data_time: 0.0060 memory: 726 2022/08/07 21:27:25 - mmengine - INFO - Epoch(val) [13][6060/6282] eta: 0:00:12 time: 0.0563 data_time: 0.0075 memory: 726 2022/08/07 21:27:26 - mmengine - INFO - Epoch(val) [13][6080/6282] eta: 0:00:11 time: 0.0584 data_time: 0.0063 memory: 726 2022/08/07 21:27:28 - mmengine - INFO - Epoch(val) [13][6100/6282] eta: 0:00:13 time: 0.0733 data_time: 0.0238 memory: 726 2022/08/07 21:27:30 - mmengine - INFO - Epoch(val) [13][6120/6282] eta: 0:00:14 time: 0.0867 data_time: 0.0355 memory: 726 2022/08/07 21:27:31 - mmengine - INFO - Epoch(val) [13][6140/6282] eta: 0:00:10 time: 0.0769 data_time: 0.0053 memory: 726 2022/08/07 21:27:33 - mmengine - INFO - Epoch(val) [13][6160/6282] eta: 0:00:08 time: 0.0733 data_time: 0.0229 memory: 726 2022/08/07 21:27:34 - mmengine - INFO - Epoch(val) [13][6180/6282] eta: 0:00:06 time: 0.0591 data_time: 0.0125 memory: 726 2022/08/07 21:27:35 - mmengine - INFO - Epoch(val) [13][6200/6282] eta: 0:00:03 time: 0.0462 data_time: 0.0035 memory: 726 2022/08/07 21:27:36 - mmengine - INFO - Epoch(val) [13][6220/6282] eta: 0:00:02 time: 0.0432 data_time: 0.0033 memory: 726 2022/08/07 21:27:36 - mmengine - INFO - Epoch(val) [13][6240/6282] eta: 0:00:01 time: 0.0416 data_time: 0.0031 memory: 726 2022/08/07 21:27:37 - mmengine - INFO - Epoch(val) [13][6260/6282] eta: 0:00:00 time: 0.0408 data_time: 0.0026 memory: 726 2022/08/07 21:27:38 - mmengine - INFO - Epoch(val) [13][6280/6282] eta: 0:00:00 time: 0.0401 data_time: 0.0025 memory: 726 2022/08/07 21:30:53 - mmengine - INFO - Epoch(val) [13][6282/6282] mAP/mAP@0.5IOU: 0.2454 2022/08/07 21:31:18 - mmengine - INFO - Epoch(train) [14][20/1441] lr: 2.0000e-02 eta: 2:37:04 time: 1.2722 data_time: 0.3971 memory: 18616 grad_norm: 0.1236 recall@thr=0.5: 0.7067 prec@thr=0.5: 0.8550 recall@top3: 0.8717 prec@top3: 0.7200 recall@top5: 0.9550 prec@top5: 0.4880 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 21:31:35 - mmengine - INFO - Epoch(train) [14][40/1441] lr: 2.0000e-02 eta: 2:36:44 time: 0.8373 data_time: 0.0498 memory: 18616 grad_norm: 0.1273 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8958 recall@top3: 0.8527 prec@top3: 0.7440 recall@top5: 0.9762 prec@top5: 0.5250 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 21:31:53 - mmengine - INFO - Epoch(train) [14][60/1441] lr: 2.0000e-02 eta: 2:36:25 time: 0.8812 data_time: 0.0489 memory: 18616 grad_norm: 0.1310 recall@thr=0.5: 0.7154 prec@thr=0.5: 0.7337 recall@top3: 0.7846 prec@top3: 0.5610 recall@top5: 0.9065 prec@top5: 0.4098 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 21:32:10 - mmengine - INFO - Epoch(train) [14][80/1441] lr: 2.0000e-02 eta: 2:36:06 time: 0.8636 data_time: 0.0425 memory: 18616 grad_norm: 0.1271 recall@thr=0.5: 0.7926 prec@thr=0.5: 0.8972 recall@top3: 0.9043 prec@top3: 0.7943 recall@top5: 0.9716 prec@top5: 0.5234 loss_action_cls: 0.0284 loss: 0.0284 2022/08/07 21:32:27 - mmengine - INFO - Epoch(train) [14][100/1441] lr: 2.0000e-02 eta: 2:35:46 time: 0.8671 data_time: 0.0515 memory: 18616 grad_norm: 0.1347 recall@thr=0.5: 0.8131 prec@thr=0.5: 0.8423 recall@top3: 0.8604 prec@top3: 0.7297 recall@top5: 0.9730 prec@top5: 0.5027 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 21:32:45 - mmengine - INFO - Epoch(train) [14][120/1441] lr: 2.0000e-02 eta: 2:35:27 time: 0.8726 data_time: 0.0428 memory: 18616 grad_norm: 0.1256 recall@thr=0.5: 0.7993 prec@thr=0.5: 0.8435 recall@top3: 0.8585 prec@top3: 0.7279 recall@top5: 0.9520 prec@top5: 0.5020 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 21:33:06 - mmengine - INFO - Epoch(train) [14][140/1441] lr: 2.0000e-02 eta: 2:35:09 time: 1.0489 data_time: 0.0428 memory: 18616 grad_norm: 0.1286 recall@thr=0.5: 0.8006 prec@thr=0.5: 0.8231 recall@top3: 0.8497 prec@top3: 0.6784 recall@top5: 0.9284 prec@top5: 0.4596 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 21:33:28 - mmengine - INFO - Epoch(train) [14][160/1441] lr: 2.0000e-02 eta: 2:34:52 time: 1.1294 data_time: 0.0428 memory: 18616 grad_norm: 0.1284 recall@thr=0.5: 0.8196 prec@thr=0.5: 0.8186 recall@top3: 0.9039 prec@top3: 0.6275 recall@top5: 0.9941 prec@top5: 0.4235 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 21:33:45 - mmengine - INFO - Epoch(train) [14][180/1441] lr: 2.0000e-02 eta: 2:34:33 time: 0.8479 data_time: 0.0361 memory: 18616 grad_norm: 0.1314 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.7850 recall@top3: 0.8039 prec@top3: 0.7124 recall@top5: 0.9183 prec@top5: 0.5020 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:34:02 - mmengine - INFO - Epoch(train) [14][200/1441] lr: 2.0000e-02 eta: 2:34:13 time: 0.8530 data_time: 0.0353 memory: 18616 grad_norm: 0.1300 recall@thr=0.5: 0.8515 prec@thr=0.5: 0.8579 recall@top3: 0.9061 prec@top3: 0.7576 recall@top5: 0.9788 prec@top5: 0.4945 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 21:34:19 - mmengine - INFO - Epoch(train) [14][220/1441] lr: 2.0000e-02 eta: 2:33:53 time: 0.8230 data_time: 0.0322 memory: 18616 grad_norm: 0.1284 recall@thr=0.5: 0.7876 prec@thr=0.5: 0.8235 recall@top3: 0.8225 prec@top3: 0.6993 recall@top5: 0.9281 prec@top5: 0.4902 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 21:34:37 - mmengine - INFO - Epoch(train) [14][240/1441] lr: 2.0000e-02 eta: 2:33:34 time: 0.8931 data_time: 0.0345 memory: 18616 grad_norm: 0.1287 recall@thr=0.5: 0.7988 prec@thr=0.5: 0.9187 recall@top3: 0.8801 prec@top3: 0.7642 recall@top5: 0.9797 prec@top5: 0.5268 loss_action_cls: 0.0298 loss: 0.0298 2022/08/07 21:34:54 - mmengine - INFO - Epoch(train) [14][260/1441] lr: 2.0000e-02 eta: 2:33:15 time: 0.8481 data_time: 0.0396 memory: 18616 grad_norm: 0.1281 recall@thr=0.5: 0.8874 prec@thr=0.5: 0.8640 recall@top3: 0.9617 prec@top3: 0.7568 recall@top5: 0.9910 prec@top5: 0.4757 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 21:34:59 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 21:35:10 - mmengine - INFO - Epoch(train) [14][280/1441] lr: 2.0000e-02 eta: 2:32:55 time: 0.8437 data_time: 0.0343 memory: 18616 grad_norm: 0.1309 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.8519 recall@top3: 0.9213 prec@top3: 0.7037 recall@top5: 0.9861 prec@top5: 0.4556 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:35:27 - mmengine - INFO - Epoch(train) [14][300/1441] lr: 2.0000e-02 eta: 2:32:35 time: 0.8496 data_time: 0.0407 memory: 18616 grad_norm: 0.1300 recall@thr=0.5: 0.8548 prec@thr=0.5: 0.8759 recall@top3: 0.9022 prec@top3: 0.7407 recall@top5: 0.9889 prec@top5: 0.4978 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 21:35:45 - mmengine - INFO - Epoch(train) [14][320/1441] lr: 2.0000e-02 eta: 2:32:16 time: 0.8599 data_time: 0.0340 memory: 18616 grad_norm: 0.1353 recall@thr=0.5: 0.6802 prec@thr=0.5: 0.6982 recall@top3: 0.7342 prec@top3: 0.5586 recall@top5: 0.9099 prec@top5: 0.4270 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 21:36:02 - mmengine - INFO - Epoch(train) [14][340/1441] lr: 2.0000e-02 eta: 2:31:56 time: 0.8458 data_time: 0.0570 memory: 18616 grad_norm: 0.1340 recall@thr=0.5: 0.7860 prec@thr=0.5: 0.8624 recall@top3: 0.8508 prec@top3: 0.7364 recall@top5: 0.9151 prec@top5: 0.4884 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 21:36:19 - mmengine - INFO - Epoch(train) [14][360/1441] lr: 2.0000e-02 eta: 2:31:37 time: 0.8499 data_time: 0.0398 memory: 18616 grad_norm: 0.1314 recall@thr=0.5: 0.6752 prec@thr=0.5: 0.7427 recall@top3: 0.7564 prec@top3: 0.6667 recall@top5: 0.8974 prec@top5: 0.4923 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 21:36:35 - mmengine - INFO - Epoch(train) [14][380/1441] lr: 2.0000e-02 eta: 2:31:17 time: 0.8366 data_time: 0.0350 memory: 18616 grad_norm: 0.1290 recall@thr=0.5: 0.8616 prec@thr=0.5: 0.9128 recall@top3: 0.9027 prec@top3: 0.7984 recall@top5: 0.9876 prec@top5: 0.5488 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:36:52 - mmengine - INFO - Epoch(train) [14][400/1441] lr: 2.0000e-02 eta: 2:30:57 time: 0.8583 data_time: 0.0387 memory: 18616 grad_norm: 0.1328 recall@thr=0.5: 0.7126 prec@thr=0.5: 0.7960 recall@top3: 0.8736 prec@top3: 0.6782 recall@top5: 0.9310 prec@top5: 0.4345 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 21:37:09 - mmengine - INFO - Epoch(train) [14][420/1441] lr: 2.0000e-02 eta: 2:30:38 time: 0.8396 data_time: 0.0362 memory: 18616 grad_norm: 0.1282 recall@thr=0.5: 0.8275 prec@thr=0.5: 0.9099 recall@top3: 0.8699 prec@top3: 0.8070 recall@top5: 0.9956 prec@top5: 0.5754 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 21:37:27 - mmengine - INFO - Epoch(train) [14][440/1441] lr: 2.0000e-02 eta: 2:30:18 time: 0.8698 data_time: 0.0401 memory: 18616 grad_norm: 0.1285 recall@thr=0.5: 0.6690 prec@thr=0.5: 0.8175 recall@top3: 0.8619 prec@top3: 0.6825 recall@top5: 0.9468 prec@top5: 0.4476 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 21:37:45 - mmengine - INFO - Epoch(train) [14][460/1441] lr: 2.0000e-02 eta: 2:29:59 time: 0.9140 data_time: 0.0413 memory: 18616 grad_norm: 0.1343 recall@thr=0.5: 0.7467 prec@thr=0.5: 0.7758 recall@top3: 0.8673 prec@top3: 0.6242 recall@top5: 0.9818 prec@top5: 0.4364 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 21:38:02 - mmengine - INFO - Epoch(train) [14][480/1441] lr: 2.0000e-02 eta: 2:29:40 time: 0.8605 data_time: 0.0365 memory: 18616 grad_norm: 0.1329 recall@thr=0.5: 0.8204 prec@thr=0.5: 0.8333 recall@top3: 0.8741 prec@top3: 0.6296 recall@top5: 0.9315 prec@top5: 0.4133 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 21:38:18 - mmengine - INFO - Epoch(train) [14][500/1441] lr: 2.0000e-02 eta: 2:29:20 time: 0.8144 data_time: 0.0361 memory: 18616 grad_norm: 0.1276 recall@thr=0.5: 0.8190 prec@thr=0.5: 0.9310 recall@top3: 0.8310 prec@top3: 0.7698 recall@top5: 0.9861 prec@top5: 0.5762 loss_action_cls: 0.0300 loss: 0.0300 2022/08/07 21:38:36 - mmengine - INFO - Epoch(train) [14][520/1441] lr: 2.0000e-02 eta: 2:29:01 time: 0.8733 data_time: 0.0384 memory: 18616 grad_norm: 0.1300 recall@thr=0.5: 0.8430 prec@thr=0.5: 0.8815 recall@top3: 0.8970 prec@top3: 0.7407 recall@top5: 0.9593 prec@top5: 0.4800 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 21:38:53 - mmengine - INFO - Epoch(train) [14][540/1441] lr: 2.0000e-02 eta: 2:28:42 time: 0.8705 data_time: 0.0443 memory: 18616 grad_norm: 0.1337 recall@thr=0.5: 0.7400 prec@thr=0.5: 0.8633 recall@top3: 0.8600 prec@top3: 0.7333 recall@top5: 0.9633 prec@top5: 0.4960 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:39:10 - mmengine - INFO - Epoch(train) [14][560/1441] lr: 2.0000e-02 eta: 2:28:22 time: 0.8538 data_time: 0.0459 memory: 18616 grad_norm: 0.1303 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.8900 recall@top3: 0.9017 prec@top3: 0.8067 recall@top5: 0.9217 prec@top5: 0.5000 loss_action_cls: 0.0295 loss: 0.0295 2022/08/07 21:39:28 - mmengine - INFO - Epoch(train) [14][580/1441] lr: 2.0000e-02 eta: 2:28:03 time: 0.8773 data_time: 0.0494 memory: 18616 grad_norm: 0.1300 recall@thr=0.5: 0.7698 prec@thr=0.5: 0.7698 recall@top3: 0.9087 prec@top3: 0.6032 recall@top5: 0.9722 prec@top5: 0.4000 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 21:39:45 - mmengine - INFO - Epoch(train) [14][600/1441] lr: 2.0000e-02 eta: 2:27:43 time: 0.8414 data_time: 0.0404 memory: 18616 grad_norm: 0.1276 recall@thr=0.5: 0.8396 prec@thr=0.5: 0.9167 recall@top3: 0.8569 prec@top3: 0.7639 recall@top5: 0.9451 prec@top5: 0.5167 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 21:40:02 - mmengine - INFO - Epoch(train) [14][620/1441] lr: 2.0000e-02 eta: 2:27:24 time: 0.8695 data_time: 0.0398 memory: 18616 grad_norm: 0.1314 recall@thr=0.5: 0.6503 prec@thr=0.5: 0.6895 recall@top3: 0.8219 prec@top3: 0.6209 recall@top5: 0.9167 prec@top5: 0.4314 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 21:40:19 - mmengine - INFO - Epoch(train) [14][640/1441] lr: 2.0000e-02 eta: 2:27:04 time: 0.8481 data_time: 0.0406 memory: 18616 grad_norm: 0.1324 recall@thr=0.5: 0.7341 prec@thr=0.5: 0.7698 recall@top3: 0.8651 prec@top3: 0.6429 recall@top5: 0.9206 prec@top5: 0.4190 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 21:40:37 - mmengine - INFO - Epoch(train) [14][660/1441] lr: 2.0000e-02 eta: 2:26:45 time: 0.8688 data_time: 0.0329 memory: 18616 grad_norm: 0.1293 recall@thr=0.5: 0.7897 prec@thr=0.5: 0.7976 recall@top3: 0.7937 prec@top3: 0.6111 recall@top5: 0.9306 prec@top5: 0.4476 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 21:40:54 - mmengine - INFO - Epoch(train) [14][680/1441] lr: 2.0000e-02 eta: 2:26:26 time: 0.8525 data_time: 0.0421 memory: 18616 grad_norm: 0.1290 recall@thr=0.5: 0.7030 prec@thr=0.5: 0.8056 recall@top3: 0.8397 prec@top3: 0.7692 recall@top5: 0.9808 prec@top5: 0.5538 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 21:41:11 - mmengine - INFO - Epoch(train) [14][700/1441] lr: 2.0000e-02 eta: 2:26:06 time: 0.8575 data_time: 0.0418 memory: 18616 grad_norm: 0.1280 recall@thr=0.5: 0.8080 prec@thr=0.5: 0.8631 recall@top3: 0.8988 prec@top3: 0.6548 recall@top5: 0.9628 prec@top5: 0.4286 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 21:41:28 - mmengine - INFO - Epoch(train) [14][720/1441] lr: 2.0000e-02 eta: 2:25:47 time: 0.8542 data_time: 0.0301 memory: 18616 grad_norm: 0.1315 recall@thr=0.5: 0.7583 prec@thr=0.5: 0.8458 recall@top3: 0.8708 prec@top3: 0.6667 recall@top5: 0.9167 prec@top5: 0.4200 loss_action_cls: 0.0300 loss: 0.0300 2022/08/07 21:41:45 - mmengine - INFO - Epoch(train) [14][740/1441] lr: 2.0000e-02 eta: 2:25:27 time: 0.8530 data_time: 0.0480 memory: 18616 grad_norm: 0.1312 recall@thr=0.5: 0.7969 prec@thr=0.5: 0.8502 recall@top3: 0.8621 prec@top3: 0.7005 recall@top5: 0.9464 prec@top5: 0.4754 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 21:42:03 - mmengine - INFO - Epoch(train) [14][760/1441] lr: 2.0000e-02 eta: 2:25:08 time: 0.8835 data_time: 0.0622 memory: 18616 grad_norm: 0.1301 recall@thr=0.5: 0.7226 prec@thr=0.5: 0.7896 recall@top3: 0.8481 prec@top3: 0.6370 recall@top5: 0.9593 prec@top5: 0.4489 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 21:42:20 - mmengine - INFO - Epoch(train) [14][780/1441] lr: 2.0000e-02 eta: 2:24:49 time: 0.8843 data_time: 0.0341 memory: 18616 grad_norm: 0.1310 recall@thr=0.5: 0.6881 prec@thr=0.5: 0.8585 recall@top3: 0.7563 prec@top3: 0.6519 recall@top5: 0.8430 prec@top5: 0.4578 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 21:42:38 - mmengine - INFO - Epoch(train) [14][800/1441] lr: 2.0000e-02 eta: 2:24:30 time: 0.8786 data_time: 0.0339 memory: 18616 grad_norm: 0.1312 recall@thr=0.5: 0.7769 prec@thr=0.5: 0.8939 recall@top3: 0.8303 prec@top3: 0.6970 recall@top5: 0.9568 prec@top5: 0.4955 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 21:42:55 - mmengine - INFO - Epoch(train) [14][820/1441] lr: 2.0000e-02 eta: 2:24:11 time: 0.8759 data_time: 0.0332 memory: 18616 grad_norm: 0.1315 recall@thr=0.5: 0.7720 prec@thr=0.5: 0.8069 recall@top3: 0.8411 prec@top3: 0.7236 recall@top5: 0.9667 prec@top5: 0.5317 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 21:43:13 - mmengine - INFO - Epoch(train) [14][840/1441] lr: 2.0000e-02 eta: 2:23:51 time: 0.8802 data_time: 0.0345 memory: 18616 grad_norm: 0.1326 recall@thr=0.5: 0.7558 prec@thr=0.5: 0.8942 recall@top3: 0.8292 prec@top3: 0.6795 recall@top5: 0.9218 prec@top5: 0.4577 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 21:43:30 - mmengine - INFO - Epoch(train) [14][860/1441] lr: 2.0000e-02 eta: 2:23:32 time: 0.8302 data_time: 0.0411 memory: 18616 grad_norm: 0.1371 recall@thr=0.5: 0.7969 prec@thr=0.5: 0.9375 recall@top3: 0.9271 prec@top3: 0.7292 recall@top5: 0.9688 prec@top5: 0.4625 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 21:43:47 - mmengine - INFO - Epoch(train) [14][880/1441] lr: 2.0000e-02 eta: 2:23:12 time: 0.8774 data_time: 0.0353 memory: 18616 grad_norm: 0.1313 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8565 recall@top3: 0.8435 prec@top3: 0.7469 recall@top5: 0.9651 prec@top5: 0.5222 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:44:05 - mmengine - INFO - Epoch(train) [14][900/1441] lr: 2.0000e-02 eta: 2:22:53 time: 0.8772 data_time: 0.0405 memory: 18616 grad_norm: 0.1307 recall@thr=0.5: 0.7888 prec@thr=0.5: 0.8566 recall@top3: 0.8702 prec@top3: 0.7209 recall@top5: 0.9671 prec@top5: 0.4930 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 21:44:22 - mmengine - INFO - Epoch(train) [14][920/1441] lr: 2.0000e-02 eta: 2:22:34 time: 0.8515 data_time: 0.0391 memory: 18616 grad_norm: 0.1298 recall@thr=0.5: 0.7796 prec@thr=0.5: 0.8259 recall@top3: 0.8463 prec@top3: 0.6889 recall@top5: 0.9407 prec@top5: 0.4667 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 21:44:39 - mmengine - INFO - Epoch(train) [14][940/1441] lr: 2.0000e-02 eta: 2:22:15 time: 0.8604 data_time: 0.0380 memory: 18616 grad_norm: 0.1279 recall@thr=0.5: 0.8238 prec@thr=0.5: 0.7937 recall@top3: 0.8738 prec@top3: 0.7302 recall@top5: 0.9405 prec@top5: 0.4952 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 21:44:57 - mmengine - INFO - Epoch(train) [14][960/1441] lr: 2.0000e-02 eta: 2:21:55 time: 0.8864 data_time: 0.0385 memory: 18616 grad_norm: 0.1314 recall@thr=0.5: 0.7376 prec@thr=0.5: 0.9504 recall@top3: 0.8936 prec@top3: 0.7943 recall@top5: 0.9645 prec@top5: 0.5234 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:45:14 - mmengine - INFO - Epoch(train) [14][980/1441] lr: 2.0000e-02 eta: 2:21:36 time: 0.8458 data_time: 0.0367 memory: 18616 grad_norm: 0.1304 recall@thr=0.5: 0.7449 prec@thr=0.5: 0.8061 recall@top3: 0.8182 prec@top3: 0.6667 recall@top5: 0.9621 prec@top5: 0.4848 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 21:45:30 - mmengine - INFO - Epoch(train) [14][1000/1441] lr: 2.0000e-02 eta: 2:21:16 time: 0.8296 data_time: 0.0347 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.8130 prec@thr=0.5: 0.8130 recall@top3: 0.8252 prec@top3: 0.6423 recall@top5: 0.9634 prec@top5: 0.4732 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 21:45:47 - mmengine - INFO - Epoch(train) [14][1020/1441] lr: 2.0000e-02 eta: 2:20:57 time: 0.8560 data_time: 0.0334 memory: 18616 grad_norm: 0.1342 recall@thr=0.5: 0.7571 prec@thr=0.5: 0.8511 recall@top3: 0.8457 prec@top3: 0.7163 recall@top5: 0.9486 prec@top5: 0.4894 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 21:46:04 - mmengine - INFO - Epoch(train) [14][1040/1441] lr: 2.0000e-02 eta: 2:20:38 time: 0.8541 data_time: 0.0410 memory: 18616 grad_norm: 0.1355 recall@thr=0.5: 0.7170 prec@thr=0.5: 0.8156 recall@top3: 0.8004 prec@top3: 0.6950 recall@top5: 0.9415 prec@top5: 0.5149 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:46:22 - mmengine - INFO - Epoch(train) [14][1060/1441] lr: 2.0000e-02 eta: 2:20:18 time: 0.8604 data_time: 0.0325 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.7483 prec@thr=0.5: 0.7602 recall@top3: 0.8078 prec@top3: 0.5918 recall@top5: 0.8912 prec@top5: 0.4082 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:46:39 - mmengine - INFO - Epoch(train) [14][1080/1441] lr: 2.0000e-02 eta: 2:19:59 time: 0.8764 data_time: 0.0381 memory: 18616 grad_norm: 0.1371 recall@thr=0.5: 0.8225 prec@thr=0.5: 0.8337 recall@top3: 0.8750 prec@top3: 0.6159 recall@top5: 0.9565 prec@top5: 0.4174 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 21:46:56 - mmengine - INFO - Epoch(train) [14][1100/1441] lr: 2.0000e-02 eta: 2:19:40 time: 0.8687 data_time: 0.0374 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.8069 prec@thr=0.5: 0.9146 recall@top3: 0.8923 prec@top3: 0.8049 recall@top5: 0.9837 prec@top5: 0.5512 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 21:47:13 - mmengine - INFO - Epoch(train) [14][1120/1441] lr: 2.0000e-02 eta: 2:19:20 time: 0.8457 data_time: 0.0419 memory: 18616 grad_norm: 0.1296 recall@thr=0.5: 0.6919 prec@thr=0.5: 0.7984 recall@top3: 0.8333 prec@top3: 0.6667 recall@top5: 0.9651 prec@top5: 0.4698 loss_action_cls: 0.0300 loss: 0.0300 2022/08/07 21:47:30 - mmengine - INFO - Epoch(train) [14][1140/1441] lr: 2.0000e-02 eta: 2:19:01 time: 0.8414 data_time: 0.0338 memory: 18616 grad_norm: 0.1303 recall@thr=0.5: 0.8790 prec@thr=0.5: 0.8986 recall@top3: 0.8964 prec@top3: 0.7681 recall@top5: 0.9609 prec@top5: 0.5130 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 21:47:47 - mmengine - INFO - Epoch(train) [14][1160/1441] lr: 2.0000e-02 eta: 2:18:42 time: 0.8531 data_time: 0.0384 memory: 18616 grad_norm: 0.1329 recall@thr=0.5: 0.7450 prec@thr=0.5: 0.8400 recall@top3: 0.8783 prec@top3: 0.7133 recall@top5: 0.9517 prec@top5: 0.4680 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 21:48:04 - mmengine - INFO - Epoch(train) [14][1180/1441] lr: 2.0000e-02 eta: 2:18:22 time: 0.8495 data_time: 0.0393 memory: 18616 grad_norm: 0.1318 recall@thr=0.5: 0.7783 prec@thr=0.5: 0.7929 recall@top3: 0.8495 prec@top3: 0.6970 recall@top5: 0.9773 prec@top5: 0.5030 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 21:48:21 - mmengine - INFO - Epoch(train) [14][1200/1441] lr: 2.0000e-02 eta: 2:18:03 time: 0.8415 data_time: 0.0457 memory: 18616 grad_norm: 0.1301 recall@thr=0.5: 0.8557 prec@thr=0.5: 0.8008 recall@top3: 0.9614 prec@top3: 0.6423 recall@top5: 0.9756 prec@top5: 0.3951 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 21:48:39 - mmengine - INFO - Epoch(train) [14][1220/1441] lr: 2.0000e-02 eta: 2:17:44 time: 0.8824 data_time: 0.0344 memory: 18616 grad_norm: 0.1328 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8043 recall@top3: 0.8424 prec@top3: 0.7391 recall@top5: 0.9457 prec@top5: 0.5087 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 21:48:56 - mmengine - INFO - Epoch(train) [14][1240/1441] lr: 2.0000e-02 eta: 2:17:25 time: 0.8709 data_time: 0.0324 memory: 18616 grad_norm: 0.1327 recall@thr=0.5: 0.8553 prec@thr=0.5: 0.9308 recall@top3: 0.9340 prec@top3: 0.7107 recall@top5: 1.0000 prec@top5: 0.4679 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 21:49:13 - mmengine - INFO - Epoch(train) [14][1260/1441] lr: 2.0000e-02 eta: 2:17:05 time: 0.8580 data_time: 0.0333 memory: 18616 grad_norm: 0.1320 recall@thr=0.5: 0.8152 prec@thr=0.5: 0.8424 recall@top3: 0.8924 prec@top3: 0.6909 recall@top5: 0.9727 prec@top5: 0.4473 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 21:49:19 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 21:49:30 - mmengine - INFO - Epoch(train) [14][1280/1441] lr: 2.0000e-02 eta: 2:16:46 time: 0.8489 data_time: 0.0370 memory: 18616 grad_norm: 0.1319 recall@thr=0.5: 0.8043 prec@thr=0.5: 0.9089 recall@top3: 0.9089 prec@top3: 0.6977 recall@top5: 0.9574 prec@top5: 0.4465 loss_action_cls: 0.0296 loss: 0.0296 2022/08/07 21:49:47 - mmengine - INFO - Epoch(train) [14][1300/1441] lr: 2.0000e-02 eta: 2:16:26 time: 0.8342 data_time: 0.0369 memory: 18616 grad_norm: 0.1294 recall@thr=0.5: 0.7355 prec@thr=0.5: 0.7989 recall@top3: 0.8261 prec@top3: 0.7464 recall@top5: 0.9275 prec@top5: 0.5174 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 21:50:04 - mmengine - INFO - Epoch(train) [14][1320/1441] lr: 2.0000e-02 eta: 2:16:07 time: 0.8540 data_time: 0.0367 memory: 18616 grad_norm: 0.1358 recall@thr=0.5: 0.7815 prec@thr=0.5: 0.9324 recall@top3: 0.8806 prec@top3: 0.7658 recall@top5: 1.0000 prec@top5: 0.5297 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 21:50:21 - mmengine - INFO - Epoch(train) [14][1340/1441] lr: 2.0000e-02 eta: 2:15:48 time: 0.8367 data_time: 0.0357 memory: 18616 grad_norm: 0.1367 recall@thr=0.5: 0.8043 prec@thr=0.5: 0.8967 recall@top3: 0.8460 prec@top3: 0.7826 recall@top5: 0.9656 prec@top5: 0.5435 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 21:50:38 - mmengine - INFO - Epoch(train) [14][1360/1441] lr: 2.0000e-02 eta: 2:15:28 time: 0.8472 data_time: 0.0481 memory: 18616 grad_norm: 0.1315 recall@thr=0.5: 0.7483 prec@thr=0.5: 0.8194 recall@top3: 0.9062 prec@top3: 0.7431 recall@top5: 0.9722 prec@top5: 0.4917 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 21:50:55 - mmengine - INFO - Epoch(train) [14][1380/1441] lr: 2.0000e-02 eta: 2:15:09 time: 0.8679 data_time: 0.0352 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.7636 prec@thr=0.5: 0.8275 recall@top3: 0.8624 prec@top3: 0.7132 recall@top5: 0.9806 prec@top5: 0.4884 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 21:51:12 - mmengine - INFO - Epoch(train) [14][1400/1441] lr: 2.0000e-02 eta: 2:14:50 time: 0.8449 data_time: 0.0358 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.8136 prec@thr=0.5: 0.9242 recall@top3: 0.8924 prec@top3: 0.7636 recall@top5: 1.0000 prec@top5: 0.5345 loss_action_cls: 0.0285 loss: 0.0285 2022/08/07 21:51:29 - mmengine - INFO - Epoch(train) [14][1420/1441] lr: 2.0000e-02 eta: 2:14:30 time: 0.8532 data_time: 0.0372 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.8129 prec@thr=0.5: 0.8514 recall@top3: 0.8333 prec@top3: 0.7279 recall@top5: 0.9320 prec@top5: 0.5020 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 21:51:46 - mmengine - INFO - Epoch(train) [14][1440/1441] lr: 2.0000e-02 eta: 2:14:11 time: 0.8380 data_time: 0.0320 memory: 18616 grad_norm: 0.1308 recall@thr=0.5: 0.8167 prec@thr=0.5: 0.8433 recall@top3: 0.9383 prec@top3: 0.7000 recall@top5: 0.9900 prec@top5: 0.4480 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 21:51:46 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 21:51:46 - mmengine - INFO - Epoch(train) [14][1441/1441] lr: 2.0000e-02 eta: 2:14:11 time: 0.8232 data_time: 0.0321 memory: 9568 grad_norm: 0.1337 recall@thr=0.5: 0.6552 prec@thr=0.5: 0.7708 recall@top3: 0.8031 prec@top3: 0.6354 recall@top5: 0.9844 prec@top5: 0.4750 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 21:51:46 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/08/07 21:51:53 - mmengine - INFO - Epoch(val) [14][20/6282] eta: 0:07:31 time: 0.0721 data_time: 0.0203 memory: 663 2022/08/07 21:51:54 - mmengine - INFO - Epoch(val) [14][40/6282] eta: 0:05:18 time: 0.0511 data_time: 0.0063 memory: 663 2022/08/07 21:51:55 - mmengine - INFO - Epoch(val) [14][60/6282] eta: 0:05:01 time: 0.0485 data_time: 0.0049 memory: 663 2022/08/07 21:51:56 - mmengine - INFO - Epoch(val) [14][80/6282] eta: 0:05:08 time: 0.0498 data_time: 0.0045 memory: 663 2022/08/07 21:51:57 - mmengine - INFO - Epoch(val) [14][100/6282] eta: 0:05:16 time: 0.0513 data_time: 0.0059 memory: 663 2022/08/07 21:51:58 - mmengine - INFO - Epoch(val) [14][120/6282] eta: 0:05:30 time: 0.0536 data_time: 0.0059 memory: 726 2022/08/07 21:51:59 - mmengine - INFO - Epoch(val) [14][140/6282] eta: 0:05:50 time: 0.0571 data_time: 0.0055 memory: 726 2022/08/07 21:52:00 - mmengine - INFO - Epoch(val) [14][160/6282] eta: 0:06:35 time: 0.0646 data_time: 0.0086 memory: 726 2022/08/07 21:52:01 - mmengine - INFO - Epoch(val) [14][180/6282] eta: 0:05:56 time: 0.0584 data_time: 0.0066 memory: 726 2022/08/07 21:52:03 - mmengine - INFO - Epoch(val) [14][200/6282] eta: 0:08:44 time: 0.0862 data_time: 0.0089 memory: 726 2022/08/07 21:52:04 - mmengine - INFO - Epoch(val) [14][220/6282] eta: 0:05:48 time: 0.0575 data_time: 0.0069 memory: 676 2022/08/07 21:52:05 - mmengine - INFO - Epoch(val) [14][240/6282] eta: 0:04:50 time: 0.0481 data_time: 0.0058 memory: 676 2022/08/07 21:52:06 - mmengine - INFO - Epoch(val) [14][260/6282] eta: 0:05:04 time: 0.0506 data_time: 0.0047 memory: 676 2022/08/07 21:52:07 - mmengine - INFO - Epoch(val) [14][280/6282] eta: 0:05:06 time: 0.0511 data_time: 0.0062 memory: 676 2022/08/07 21:52:09 - mmengine - INFO - Epoch(val) [14][300/6282] eta: 0:06:01 time: 0.0604 data_time: 0.0110 memory: 726 2022/08/07 21:52:11 - mmengine - INFO - Epoch(val) [14][320/6282] eta: 0:09:41 time: 0.0975 data_time: 0.0462 memory: 726 2022/08/07 21:52:12 - mmengine - INFO - Epoch(val) [14][340/6282] eta: 0:07:35 time: 0.0767 data_time: 0.0264 memory: 726 2022/08/07 21:52:14 - mmengine - INFO - Epoch(val) [14][360/6282] eta: 0:09:54 time: 0.1004 data_time: 0.0446 memory: 726 2022/08/07 21:52:16 - mmengine - INFO - Epoch(val) [14][380/6282] eta: 0:07:55 time: 0.0806 data_time: 0.0254 memory: 726 2022/08/07 21:52:17 - mmengine - INFO - Epoch(val) [14][400/6282] eta: 0:06:42 time: 0.0684 data_time: 0.0124 memory: 726 2022/08/07 21:52:18 - mmengine - INFO - Epoch(val) [14][420/6282] eta: 0:05:11 time: 0.0531 data_time: 0.0053 memory: 677 2022/08/07 21:52:19 - mmengine - INFO - Epoch(val) [14][440/6282] eta: 0:05:39 time: 0.0581 data_time: 0.0074 memory: 677 2022/08/07 21:52:21 - mmengine - INFO - Epoch(val) [14][460/6282] eta: 0:05:37 time: 0.0580 data_time: 0.0073 memory: 677 2022/08/07 21:52:22 - mmengine - INFO - Epoch(val) [14][480/6282] eta: 0:05:19 time: 0.0551 data_time: 0.0068 memory: 677 2022/08/07 21:52:23 - mmengine - INFO - Epoch(val) [14][500/6282] eta: 0:07:34 time: 0.0787 data_time: 0.0084 memory: 677 2022/08/07 21:52:24 - mmengine - INFO - Epoch(val) [14][520/6282] eta: 0:05:19 time: 0.0554 data_time: 0.0064 memory: 676 2022/08/07 21:52:25 - mmengine - INFO - Epoch(val) [14][540/6282] eta: 0:04:56 time: 0.0516 data_time: 0.0053 memory: 676 2022/08/07 21:52:26 - mmengine - INFO - Epoch(val) [14][560/6282] eta: 0:04:44 time: 0.0497 data_time: 0.0043 memory: 676 2022/08/07 21:52:28 - mmengine - INFO - Epoch(val) [14][580/6282] eta: 0:04:51 time: 0.0512 data_time: 0.0057 memory: 676 2022/08/07 21:52:28 - mmengine - INFO - Epoch(val) [14][600/6282] eta: 0:04:32 time: 0.0479 data_time: 0.0052 memory: 676 2022/08/07 21:52:30 - mmengine - INFO - Epoch(val) [14][620/6282] eta: 0:05:03 time: 0.0535 data_time: 0.0059 memory: 676 2022/08/07 21:52:30 - mmengine - INFO - Epoch(val) [14][640/6282] eta: 0:04:07 time: 0.0439 data_time: 0.0058 memory: 670 2022/08/07 21:52:31 - mmengine - INFO - Epoch(val) [14][660/6282] eta: 0:03:55 time: 0.0418 data_time: 0.0041 memory: 670 2022/08/07 21:52:32 - mmengine - INFO - Epoch(val) [14][680/6282] eta: 0:04:07 time: 0.0442 data_time: 0.0037 memory: 670 2022/08/07 21:52:33 - mmengine - INFO - Epoch(val) [14][700/6282] eta: 0:04:14 time: 0.0456 data_time: 0.0048 memory: 670 2022/08/07 21:52:36 - mmengine - INFO - Epoch(val) [14][720/6282] eta: 0:11:26 time: 0.1234 data_time: 0.0759 memory: 726 2022/08/07 21:52:39 - mmengine - INFO - Epoch(val) [14][740/6282] eta: 0:16:28 time: 0.1783 data_time: 0.1264 memory: 726 2022/08/07 21:52:42 - mmengine - INFO - Epoch(val) [14][760/6282] eta: 0:13:05 time: 0.1423 data_time: 0.0903 memory: 726 2022/08/07 21:52:46 - mmengine - INFO - Epoch(val) [14][780/6282] eta: 0:17:55 time: 0.1954 data_time: 0.1065 memory: 726 2022/08/07 21:52:49 - mmengine - INFO - Epoch(val) [14][800/6282] eta: 0:12:57 time: 0.1417 data_time: 0.0888 memory: 726 2022/08/07 21:52:51 - mmengine - INFO - Epoch(val) [14][820/6282] eta: 0:09:28 time: 0.1042 data_time: 0.0540 memory: 726 2022/08/07 21:52:52 - mmengine - INFO - Epoch(val) [14][840/6282] eta: 0:05:07 time: 0.0564 data_time: 0.0067 memory: 676 2022/08/07 21:52:53 - mmengine - INFO - Epoch(val) [14][860/6282] eta: 0:04:46 time: 0.0529 data_time: 0.0063 memory: 676 2022/08/07 21:52:54 - mmengine - INFO - Epoch(val) [14][880/6282] eta: 0:04:47 time: 0.0533 data_time: 0.0060 memory: 676 2022/08/07 21:52:55 - mmengine - INFO - Epoch(val) [14][900/6282] eta: 0:04:36 time: 0.0514 data_time: 0.0056 memory: 676 2022/08/07 21:52:56 - mmengine - INFO - Epoch(val) [14][920/6282] eta: 0:04:49 time: 0.0540 data_time: 0.0066 memory: 676 2022/08/07 21:52:57 - mmengine - INFO - Epoch(val) [14][940/6282] eta: 0:04:53 time: 0.0549 data_time: 0.0068 memory: 663 2022/08/07 21:52:58 - mmengine - INFO - Epoch(val) [14][960/6282] eta: 0:04:40 time: 0.0528 data_time: 0.0047 memory: 663 2022/08/07 21:53:00 - mmengine - INFO - Epoch(val) [14][980/6282] eta: 0:04:52 time: 0.0552 data_time: 0.0073 memory: 663 2022/08/07 21:53:01 - mmengine - INFO - Epoch(val) [14][1000/6282] eta: 0:04:40 time: 0.0531 data_time: 0.0063 memory: 663 2022/08/07 21:53:02 - mmengine - INFO - Epoch(val) [14][1020/6282] eta: 0:05:04 time: 0.0578 data_time: 0.0074 memory: 676 2022/08/07 21:53:03 - mmengine - INFO - Epoch(val) [14][1040/6282] eta: 0:06:56 time: 0.0794 data_time: 0.0084 memory: 676 2022/08/07 21:53:05 - mmengine - INFO - Epoch(val) [14][1060/6282] eta: 0:04:39 time: 0.0535 data_time: 0.0070 memory: 676 2022/08/07 21:53:06 - mmengine - INFO - Epoch(val) [14][1080/6282] eta: 0:04:56 time: 0.0571 data_time: 0.0067 memory: 676 2022/08/07 21:53:07 - mmengine - INFO - Epoch(val) [14][1100/6282] eta: 0:04:40 time: 0.0542 data_time: 0.0058 memory: 676 2022/08/07 21:53:08 - mmengine - INFO - Epoch(val) [14][1120/6282] eta: 0:04:34 time: 0.0532 data_time: 0.0065 memory: 676 2022/08/07 21:53:09 - mmengine - INFO - Epoch(val) [14][1140/6282] eta: 0:04:54 time: 0.0572 data_time: 0.0073 memory: 676 2022/08/07 21:53:10 - mmengine - INFO - Epoch(val) [14][1160/6282] eta: 0:03:57 time: 0.0463 data_time: 0.0049 memory: 676 2022/08/07 21:53:11 - mmengine - INFO - Epoch(val) [14][1180/6282] eta: 0:04:05 time: 0.0481 data_time: 0.0061 memory: 676 2022/08/07 21:53:12 - mmengine - INFO - Epoch(val) [14][1200/6282] eta: 0:03:56 time: 0.0466 data_time: 0.0045 memory: 676 2022/08/07 21:53:13 - mmengine - INFO - Epoch(val) [14][1220/6282] eta: 0:03:43 time: 0.0441 data_time: 0.0046 memory: 676 2022/08/07 21:53:16 - mmengine - INFO - Epoch(val) [14][1240/6282] eta: 0:13:41 time: 0.1630 data_time: 0.1144 memory: 726 2022/08/07 21:53:19 - mmengine - INFO - Epoch(val) [14][1260/6282] eta: 0:11:31 time: 0.1377 data_time: 0.0886 memory: 726 2022/08/07 21:53:23 - mmengine - INFO - Epoch(val) [14][1280/6282] eta: 0:18:00 time: 0.2160 data_time: 0.1316 memory: 726 2022/08/07 21:53:25 - mmengine - INFO - Epoch(val) [14][1300/6282] eta: 0:07:54 time: 0.0952 data_time: 0.0436 memory: 726 2022/08/07 21:53:29 - mmengine - INFO - Epoch(val) [14][1320/6282] eta: 0:14:15 time: 0.1723 data_time: 0.1243 memory: 726 2022/08/07 21:53:31 - mmengine - INFO - Epoch(val) [14][1340/6282] eta: 0:11:02 time: 0.1341 data_time: 0.0880 memory: 726 2022/08/07 21:53:35 - mmengine - INFO - Epoch(val) [14][1360/6282] eta: 0:14:00 time: 0.1708 data_time: 0.1232 memory: 726 2022/08/07 21:53:37 - mmengine - INFO - Epoch(val) [14][1380/6282] eta: 0:10:48 time: 0.1323 data_time: 0.0850 memory: 726 2022/08/07 21:53:40 - mmengine - INFO - Epoch(val) [14][1400/6282] eta: 0:12:12 time: 0.1501 data_time: 0.1011 memory: 726 2022/08/07 21:53:43 - mmengine - INFO - Epoch(val) [14][1420/6282] eta: 0:09:45 time: 0.1205 data_time: 0.0609 memory: 726 2022/08/07 21:53:45 - mmengine - INFO - Epoch(val) [14][1440/6282] eta: 0:07:36 time: 0.0943 data_time: 0.0395 memory: 726 2022/08/07 21:53:46 - mmengine - INFO - Epoch(val) [14][1460/6282] eta: 0:04:47 time: 0.0596 data_time: 0.0061 memory: 726 2022/08/07 21:53:47 - mmengine - INFO - Epoch(val) [14][1480/6282] eta: 0:05:03 time: 0.0632 data_time: 0.0074 memory: 726 2022/08/07 21:53:48 - mmengine - INFO - Epoch(val) [14][1500/6282] eta: 0:04:49 time: 0.0606 data_time: 0.0077 memory: 726 2022/08/07 21:53:50 - mmengine - INFO - Epoch(val) [14][1520/6282] eta: 0:05:15 time: 0.0663 data_time: 0.0077 memory: 798 2022/08/07 21:53:51 - mmengine - INFO - Epoch(val) [14][1540/6282] eta: 0:05:54 time: 0.0747 data_time: 0.0092 memory: 798 2022/08/07 21:53:53 - mmengine - INFO - Epoch(val) [14][1560/6282] eta: 0:07:24 time: 0.0940 data_time: 0.0137 memory: 798 2022/08/07 21:53:55 - mmengine - INFO - Epoch(val) [14][1580/6282] eta: 0:05:22 time: 0.0686 data_time: 0.0070 memory: 798 2022/08/07 21:53:56 - mmengine - INFO - Epoch(val) [14][1600/6282] eta: 0:05:22 time: 0.0689 data_time: 0.0072 memory: 798 2022/08/07 21:53:57 - mmengine - INFO - Epoch(val) [14][1620/6282] eta: 0:05:23 time: 0.0694 data_time: 0.0079 memory: 798 2022/08/07 21:53:59 - mmengine - INFO - Epoch(val) [14][1640/6282] eta: 0:04:38 time: 0.0600 data_time: 0.0072 memory: 726 2022/08/07 21:54:00 - mmengine - INFO - Epoch(val) [14][1660/6282] eta: 0:04:39 time: 0.0604 data_time: 0.0082 memory: 726 2022/08/07 21:54:01 - mmengine - INFO - Epoch(val) [14][1680/6282] eta: 0:04:26 time: 0.0580 data_time: 0.0073 memory: 726 2022/08/07 21:54:02 - mmengine - INFO - Epoch(val) [14][1700/6282] eta: 0:04:04 time: 0.0534 data_time: 0.0048 memory: 726 2022/08/07 21:54:03 - mmengine - INFO - Epoch(val) [14][1720/6282] eta: 0:04:21 time: 0.0574 data_time: 0.0059 memory: 726 2022/08/07 21:54:05 - mmengine - INFO - Epoch(val) [14][1740/6282] eta: 0:06:11 time: 0.0819 data_time: 0.0057 memory: 726 2022/08/07 21:54:06 - mmengine - INFO - Epoch(val) [14][1760/6282] eta: 0:04:05 time: 0.0542 data_time: 0.0045 memory: 726 2022/08/07 21:54:07 - mmengine - INFO - Epoch(val) [14][1780/6282] eta: 0:04:19 time: 0.0577 data_time: 0.0061 memory: 726 2022/08/07 21:54:08 - mmengine - INFO - Epoch(val) [14][1800/6282] eta: 0:04:13 time: 0.0566 data_time: 0.0069 memory: 726 2022/08/07 21:54:09 - mmengine - INFO - Epoch(val) [14][1820/6282] eta: 0:04:10 time: 0.0562 data_time: 0.0069 memory: 726 2022/08/07 21:54:11 - mmengine - INFO - Epoch(val) [14][1840/6282] eta: 0:05:57 time: 0.0805 data_time: 0.0294 memory: 726 2022/08/07 21:54:14 - mmengine - INFO - Epoch(val) [14][1860/6282] eta: 0:12:28 time: 0.1693 data_time: 0.1185 memory: 726 2022/08/07 21:54:17 - mmengine - INFO - Epoch(val) [14][1880/6282] eta: 0:09:55 time: 0.1353 data_time: 0.0847 memory: 726 2022/08/07 21:54:20 - mmengine - INFO - Epoch(val) [14][1900/6282] eta: 0:12:06 time: 0.1658 data_time: 0.1186 memory: 726 2022/08/07 21:54:23 - mmengine - INFO - Epoch(val) [14][1920/6282] eta: 0:09:03 time: 0.1246 data_time: 0.0704 memory: 726 2022/08/07 21:54:26 - mmengine - INFO - Epoch(val) [14][1940/6282] eta: 0:10:05 time: 0.1394 data_time: 0.0838 memory: 726 2022/08/07 21:54:27 - mmengine - INFO - Epoch(val) [14][1960/6282] eta: 0:03:57 time: 0.0550 data_time: 0.0065 memory: 677 2022/08/07 21:54:28 - mmengine - INFO - Epoch(val) [14][1980/6282] eta: 0:03:57 time: 0.0553 data_time: 0.0068 memory: 677 2022/08/07 21:54:29 - mmengine - INFO - Epoch(val) [14][2000/6282] eta: 0:03:50 time: 0.0539 data_time: 0.0063 memory: 677 2022/08/07 21:54:30 - mmengine - INFO - Epoch(val) [14][2020/6282] eta: 0:04:05 time: 0.0577 data_time: 0.0054 memory: 677 2022/08/07 21:54:31 - mmengine - INFO - Epoch(val) [14][2040/6282] eta: 0:04:01 time: 0.0570 data_time: 0.0081 memory: 677 2022/08/07 21:54:33 - mmengine - INFO - Epoch(val) [14][2060/6282] eta: 0:04:37 time: 0.0656 data_time: 0.0064 memory: 677 2022/08/07 21:54:34 - mmengine - INFO - Epoch(val) [14][2080/6282] eta: 0:03:35 time: 0.0514 data_time: 0.0066 memory: 677 2022/08/07 21:54:35 - mmengine - INFO - Epoch(val) [14][2100/6282] eta: 0:03:46 time: 0.0543 data_time: 0.0061 memory: 677 2022/08/07 21:54:36 - mmengine - INFO - Epoch(val) [14][2120/6282] eta: 0:03:44 time: 0.0540 data_time: 0.0072 memory: 677 2022/08/07 21:54:37 - mmengine - INFO - Epoch(val) [14][2140/6282] eta: 0:03:49 time: 0.0554 data_time: 0.0061 memory: 677 2022/08/07 21:54:38 - mmengine - INFO - Epoch(val) [14][2160/6282] eta: 0:03:35 time: 0.0523 data_time: 0.0057 memory: 676 2022/08/07 21:54:39 - mmengine - INFO - Epoch(val) [14][2180/6282] eta: 0:03:30 time: 0.0513 data_time: 0.0053 memory: 676 2022/08/07 21:54:40 - mmengine - INFO - Epoch(val) [14][2200/6282] eta: 0:03:46 time: 0.0556 data_time: 0.0048 memory: 676 2022/08/07 21:54:41 - mmengine - INFO - Epoch(val) [14][2220/6282] eta: 0:03:43 time: 0.0549 data_time: 0.0066 memory: 676 2022/08/07 21:54:43 - mmengine - INFO - Epoch(val) [14][2240/6282] eta: 0:05:19 time: 0.0790 data_time: 0.0058 memory: 676 2022/08/07 21:54:44 - mmengine - INFO - Epoch(val) [14][2260/6282] eta: 0:03:34 time: 0.0534 data_time: 0.0072 memory: 677 2022/08/07 21:54:45 - mmengine - INFO - Epoch(val) [14][2280/6282] eta: 0:03:42 time: 0.0556 data_time: 0.0071 memory: 677 2022/08/07 21:54:46 - mmengine - INFO - Epoch(val) [14][2300/6282] eta: 0:03:45 time: 0.0567 data_time: 0.0083 memory: 677 2022/08/07 21:54:48 - mmengine - INFO - Epoch(val) [14][2320/6282] eta: 0:03:31 time: 0.0534 data_time: 0.0075 memory: 677 2022/08/07 21:54:49 - mmengine - INFO - Epoch(val) [14][2340/6282] eta: 0:03:38 time: 0.0554 data_time: 0.0061 memory: 677 2022/08/07 21:54:50 - mmengine - INFO - Epoch(val) [14][2360/6282] eta: 0:03:45 time: 0.0574 data_time: 0.0069 memory: 676 2022/08/07 21:54:51 - mmengine - INFO - Epoch(val) [14][2380/6282] eta: 0:03:46 time: 0.0580 data_time: 0.0053 memory: 676 2022/08/07 21:54:52 - mmengine - INFO - Epoch(val) [14][2400/6282] eta: 0:03:30 time: 0.0542 data_time: 0.0058 memory: 676 2022/08/07 21:54:53 - mmengine - INFO - Epoch(val) [14][2420/6282] eta: 0:03:42 time: 0.0575 data_time: 0.0064 memory: 676 2022/08/07 21:54:54 - mmengine - INFO - Epoch(val) [14][2440/6282] eta: 0:03:21 time: 0.0525 data_time: 0.0065 memory: 676 2022/08/07 21:54:56 - mmengine - INFO - Epoch(val) [14][2460/6282] eta: 0:04:29 time: 0.0706 data_time: 0.0201 memory: 726 2022/08/07 21:54:58 - mmengine - INFO - Epoch(val) [14][2480/6282] eta: 0:05:36 time: 0.0886 data_time: 0.0343 memory: 726 2022/08/07 21:54:59 - mmengine - INFO - Epoch(val) [14][2500/6282] eta: 0:05:24 time: 0.0858 data_time: 0.0342 memory: 726 2022/08/07 21:55:01 - mmengine - INFO - Epoch(val) [14][2520/6282] eta: 0:05:01 time: 0.0800 data_time: 0.0318 memory: 726 2022/08/07 21:55:03 - mmengine - INFO - Epoch(val) [14][2540/6282] eta: 0:07:20 time: 0.1177 data_time: 0.0318 memory: 726 2022/08/07 21:55:06 - mmengine - INFO - Epoch(val) [14][2560/6282] eta: 0:08:48 time: 0.1421 data_time: 0.0904 memory: 726 2022/08/07 21:55:10 - mmengine - INFO - Epoch(val) [14][2580/6282] eta: 0:10:23 time: 0.1685 data_time: 0.1149 memory: 726 2022/08/07 21:55:12 - mmengine - INFO - Epoch(val) [14][2600/6282] eta: 0:08:20 time: 0.1360 data_time: 0.0871 memory: 726 2022/08/07 21:55:16 - mmengine - INFO - Epoch(val) [14][2620/6282] eta: 0:10:32 time: 0.1726 data_time: 0.1182 memory: 726 2022/08/07 21:55:19 - mmengine - INFO - Epoch(val) [14][2640/6282] eta: 0:09:56 time: 0.1638 data_time: 0.1077 memory: 726 2022/08/07 21:55:21 - mmengine - INFO - Epoch(val) [14][2660/6282] eta: 0:04:29 time: 0.0745 data_time: 0.0095 memory: 791 2022/08/07 21:55:22 - mmengine - INFO - Epoch(val) [14][2680/6282] eta: 0:04:16 time: 0.0713 data_time: 0.0074 memory: 791 2022/08/07 21:55:23 - mmengine - INFO - Epoch(val) [14][2700/6282] eta: 0:04:17 time: 0.0718 data_time: 0.0084 memory: 791 2022/08/07 21:55:25 - mmengine - INFO - Epoch(val) [14][2720/6282] eta: 0:04:25 time: 0.0745 data_time: 0.0097 memory: 791 2022/08/07 21:55:26 - mmengine - INFO - Epoch(val) [14][2740/6282] eta: 0:04:15 time: 0.0720 data_time: 0.0081 memory: 791 2022/08/07 21:55:28 - mmengine - INFO - Epoch(val) [14][2760/6282] eta: 0:03:18 time: 0.0564 data_time: 0.0069 memory: 677 2022/08/07 21:55:29 - mmengine - INFO - Epoch(val) [14][2780/6282] eta: 0:03:26 time: 0.0589 data_time: 0.0093 memory: 677 2022/08/07 21:55:30 - mmengine - INFO - Epoch(val) [14][2800/6282] eta: 0:03:18 time: 0.0569 data_time: 0.0065 memory: 677 2022/08/07 21:55:31 - mmengine - INFO - Epoch(val) [14][2820/6282] eta: 0:03:03 time: 0.0529 data_time: 0.0070 memory: 677 2022/08/07 21:55:32 - mmengine - INFO - Epoch(val) [14][2840/6282] eta: 0:02:59 time: 0.0523 data_time: 0.0051 memory: 677 2022/08/07 21:55:34 - mmengine - INFO - Epoch(val) [14][2860/6282] eta: 0:04:48 time: 0.0842 data_time: 0.0101 memory: 726 2022/08/07 21:55:35 - mmengine - INFO - Epoch(val) [14][2880/6282] eta: 0:03:31 time: 0.0621 data_time: 0.0065 memory: 726 2022/08/07 21:55:36 - mmengine - INFO - Epoch(val) [14][2900/6282] eta: 0:03:57 time: 0.0703 data_time: 0.0193 memory: 726 2022/08/07 21:55:37 - mmengine - INFO - Epoch(val) [14][2920/6282] eta: 0:02:52 time: 0.0512 data_time: 0.0047 memory: 726 2022/08/07 21:55:38 - mmengine - INFO - Epoch(val) [14][2940/6282] eta: 0:02:51 time: 0.0514 data_time: 0.0055 memory: 698 2022/08/07 21:55:40 - mmengine - INFO - Epoch(val) [14][2960/6282] eta: 0:02:48 time: 0.0509 data_time: 0.0054 memory: 698 2022/08/07 21:55:41 - mmengine - INFO - Epoch(val) [14][2980/6282] eta: 0:02:47 time: 0.0506 data_time: 0.0046 memory: 698 2022/08/07 21:55:42 - mmengine - INFO - Epoch(val) [14][3000/6282] eta: 0:02:44 time: 0.0502 data_time: 0.0045 memory: 698 2022/08/07 21:55:43 - mmengine - INFO - Epoch(val) [14][3020/6282] eta: 0:02:54 time: 0.0534 data_time: 0.0071 memory: 726 2022/08/07 21:55:44 - mmengine - INFO - Epoch(val) [14][3040/6282] eta: 0:03:05 time: 0.0572 data_time: 0.0067 memory: 726 2022/08/07 21:55:45 - mmengine - INFO - Epoch(val) [14][3060/6282] eta: 0:03:10 time: 0.0591 data_time: 0.0069 memory: 726 2022/08/07 21:55:46 - mmengine - INFO - Epoch(val) [14][3080/6282] eta: 0:03:09 time: 0.0593 data_time: 0.0061 memory: 726 2022/08/07 21:55:47 - mmengine - INFO - Epoch(val) [14][3100/6282] eta: 0:03:14 time: 0.0611 data_time: 0.0092 memory: 726 2022/08/07 21:55:49 - mmengine - INFO - Epoch(val) [14][3120/6282] eta: 0:02:53 time: 0.0550 data_time: 0.0081 memory: 677 2022/08/07 21:55:50 - mmengine - INFO - Epoch(val) [14][3140/6282] eta: 0:02:48 time: 0.0535 data_time: 0.0067 memory: 677 2022/08/07 21:55:51 - mmengine - INFO - Epoch(val) [14][3160/6282] eta: 0:03:05 time: 0.0596 data_time: 0.0084 memory: 677 2022/08/07 21:55:52 - mmengine - INFO - Epoch(val) [14][3180/6282] eta: 0:02:46 time: 0.0537 data_time: 0.0062 memory: 677 2022/08/07 21:55:54 - mmengine - INFO - Epoch(val) [14][3200/6282] eta: 0:04:30 time: 0.0879 data_time: 0.0087 memory: 726 2022/08/07 21:55:55 - mmengine - INFO - Epoch(val) [14][3220/6282] eta: 0:03:15 time: 0.0638 data_time: 0.0066 memory: 726 2022/08/07 21:55:57 - mmengine - INFO - Epoch(val) [14][3240/6282] eta: 0:04:07 time: 0.0813 data_time: 0.0256 memory: 726 2022/08/07 21:55:58 - mmengine - INFO - Epoch(val) [14][3260/6282] eta: 0:04:02 time: 0.0801 data_time: 0.0235 memory: 726 2022/08/07 21:56:00 - mmengine - INFO - Epoch(val) [14][3280/6282] eta: 0:03:24 time: 0.0681 data_time: 0.0125 memory: 726 2022/08/07 21:56:01 - mmengine - INFO - Epoch(val) [14][3300/6282] eta: 0:02:56 time: 0.0593 data_time: 0.0062 memory: 726 2022/08/07 21:56:02 - mmengine - INFO - Epoch(val) [14][3320/6282] eta: 0:02:54 time: 0.0589 data_time: 0.0075 memory: 726 2022/08/07 21:56:03 - mmengine - INFO - Epoch(val) [14][3340/6282] eta: 0:03:01 time: 0.0617 data_time: 0.0083 memory: 726 2022/08/07 21:56:05 - mmengine - INFO - Epoch(val) [14][3360/6282] eta: 0:02:55 time: 0.0602 data_time: 0.0078 memory: 726 2022/08/07 21:56:06 - mmengine - INFO - Epoch(val) [14][3380/6282] eta: 0:02:43 time: 0.0564 data_time: 0.0053 memory: 726 2022/08/07 21:56:07 - mmengine - INFO - Epoch(val) [14][3400/6282] eta: 0:02:32 time: 0.0531 data_time: 0.0057 memory: 676 2022/08/07 21:56:08 - mmengine - INFO - Epoch(val) [14][3420/6282] eta: 0:02:23 time: 0.0501 data_time: 0.0059 memory: 676 2022/08/07 21:56:09 - mmengine - INFO - Epoch(val) [14][3440/6282] eta: 0:02:19 time: 0.0491 data_time: 0.0059 memory: 676 2022/08/07 21:56:10 - mmengine - INFO - Epoch(val) [14][3460/6282] eta: 0:02:25 time: 0.0517 data_time: 0.0046 memory: 676 2022/08/07 21:56:11 - mmengine - INFO - Epoch(val) [14][3480/6282] eta: 0:02:14 time: 0.0480 data_time: 0.0055 memory: 676 2022/08/07 21:56:12 - mmengine - INFO - Epoch(val) [14][3500/6282] eta: 0:02:06 time: 0.0454 data_time: 0.0043 memory: 676 2022/08/07 21:56:13 - mmengine - INFO - Epoch(val) [14][3520/6282] eta: 0:03:25 time: 0.0745 data_time: 0.0061 memory: 676 2022/08/07 21:56:14 - mmengine - INFO - Epoch(val) [14][3540/6282] eta: 0:02:14 time: 0.0490 data_time: 0.0061 memory: 676 2022/08/07 21:56:15 - mmengine - INFO - Epoch(val) [14][3560/6282] eta: 0:02:05 time: 0.0460 data_time: 0.0042 memory: 676 2022/08/07 21:56:16 - mmengine - INFO - Epoch(val) [14][3580/6282] eta: 0:02:20 time: 0.0521 data_time: 0.0052 memory: 712 2022/08/07 21:56:17 - mmengine - INFO - Epoch(val) [14][3600/6282] eta: 0:02:23 time: 0.0536 data_time: 0.0064 memory: 712 2022/08/07 21:56:18 - mmengine - INFO - Epoch(val) [14][3620/6282] eta: 0:02:23 time: 0.0538 data_time: 0.0059 memory: 712 2022/08/07 21:56:19 - mmengine - INFO - Epoch(val) [14][3640/6282] eta: 0:02:31 time: 0.0574 data_time: 0.0073 memory: 712 2022/08/07 21:56:21 - mmengine - INFO - Epoch(val) [14][3660/6282] eta: 0:02:16 time: 0.0519 data_time: 0.0065 memory: 712 2022/08/07 21:56:22 - mmengine - INFO - Epoch(val) [14][3680/6282] eta: 0:02:20 time: 0.0540 data_time: 0.0075 memory: 726 2022/08/07 21:56:23 - mmengine - INFO - Epoch(val) [14][3700/6282] eta: 0:03:20 time: 0.0776 data_time: 0.0260 memory: 726 2022/08/07 21:56:25 - mmengine - INFO - Epoch(val) [14][3720/6282] eta: 0:03:58 time: 0.0932 data_time: 0.0174 memory: 726 2022/08/07 21:56:27 - mmengine - INFO - Epoch(val) [14][3740/6282] eta: 0:02:57 time: 0.0698 data_time: 0.0160 memory: 726 2022/08/07 21:56:28 - mmengine - INFO - Epoch(val) [14][3760/6282] eta: 0:03:14 time: 0.0770 data_time: 0.0267 memory: 726 2022/08/07 21:56:30 - mmengine - INFO - Epoch(val) [14][3780/6282] eta: 0:04:20 time: 0.1041 data_time: 0.0508 memory: 726 2022/08/07 21:56:31 - mmengine - INFO - Epoch(val) [14][3800/6282] eta: 0:02:44 time: 0.0664 data_time: 0.0190 memory: 726 2022/08/07 21:56:33 - mmengine - INFO - Epoch(val) [14][3820/6282] eta: 0:03:37 time: 0.0884 data_time: 0.0356 memory: 726 2022/08/07 21:56:35 - mmengine - INFO - Epoch(val) [14][3840/6282] eta: 0:03:04 time: 0.0757 data_time: 0.0285 memory: 726 2022/08/07 21:56:37 - mmengine - INFO - Epoch(val) [14][3860/6282] eta: 0:03:48 time: 0.0945 data_time: 0.0439 memory: 726 2022/08/07 21:56:38 - mmengine - INFO - Epoch(val) [14][3880/6282] eta: 0:03:09 time: 0.0789 data_time: 0.0303 memory: 726 2022/08/07 21:56:40 - mmengine - INFO - Epoch(val) [14][3900/6282] eta: 0:03:21 time: 0.0847 data_time: 0.0325 memory: 726 2022/08/07 21:56:41 - mmengine - INFO - Epoch(val) [14][3920/6282] eta: 0:02:49 time: 0.0717 data_time: 0.0244 memory: 726 2022/08/07 21:56:43 - mmengine - INFO - Epoch(val) [14][3940/6282] eta: 0:03:47 time: 0.0972 data_time: 0.0249 memory: 726 2022/08/07 21:56:45 - mmengine - INFO - Epoch(val) [14][3960/6282] eta: 0:02:30 time: 0.0650 data_time: 0.0068 memory: 726 2022/08/07 21:56:46 - mmengine - INFO - Epoch(val) [14][3980/6282] eta: 0:02:21 time: 0.0615 data_time: 0.0079 memory: 726 2022/08/07 21:56:47 - mmengine - INFO - Epoch(val) [14][4000/6282] eta: 0:02:16 time: 0.0599 data_time: 0.0079 memory: 726 2022/08/07 21:56:48 - mmengine - INFO - Epoch(val) [14][4020/6282] eta: 0:02:02 time: 0.0543 data_time: 0.0067 memory: 726 2022/08/07 21:56:49 - mmengine - INFO - Epoch(val) [14][4040/6282] eta: 0:01:55 time: 0.0514 data_time: 0.0053 memory: 791 2022/08/07 21:56:51 - mmengine - INFO - Epoch(val) [14][4060/6282] eta: 0:02:08 time: 0.0578 data_time: 0.0051 memory: 791 2022/08/07 21:56:52 - mmengine - INFO - Epoch(val) [14][4080/6282] eta: 0:02:04 time: 0.0566 data_time: 0.0045 memory: 791 2022/08/07 21:56:53 - mmengine - INFO - Epoch(val) [14][4100/6282] eta: 0:02:04 time: 0.0569 data_time: 0.0051 memory: 791 2022/08/07 21:56:54 - mmengine - INFO - Epoch(val) [14][4120/6282] eta: 0:02:06 time: 0.0584 data_time: 0.0057 memory: 791 2022/08/07 21:56:55 - mmengine - INFO - Epoch(val) [14][4140/6282] eta: 0:02:13 time: 0.0625 data_time: 0.0076 memory: 791 2022/08/07 21:56:57 - mmengine - INFO - Epoch(val) [14][4160/6282] eta: 0:02:24 time: 0.0683 data_time: 0.0071 memory: 676 2022/08/07 21:56:58 - mmengine - INFO - Epoch(val) [14][4180/6282] eta: 0:01:52 time: 0.0534 data_time: 0.0062 memory: 676 2022/08/07 21:56:59 - mmengine - INFO - Epoch(val) [14][4200/6282] eta: 0:01:50 time: 0.0531 data_time: 0.0064 memory: 676 2022/08/07 21:57:00 - mmengine - INFO - Epoch(val) [14][4220/6282] eta: 0:01:58 time: 0.0573 data_time: 0.0075 memory: 676 2022/08/07 21:57:01 - mmengine - INFO - Epoch(val) [14][4240/6282] eta: 0:01:51 time: 0.0544 data_time: 0.0058 memory: 677 2022/08/07 21:57:02 - mmengine - INFO - Epoch(val) [14][4260/6282] eta: 0:01:48 time: 0.0539 data_time: 0.0054 memory: 677 2022/08/07 21:57:03 - mmengine - INFO - Epoch(val) [14][4280/6282] eta: 0:01:56 time: 0.0580 data_time: 0.0080 memory: 677 2022/08/07 21:57:04 - mmengine - INFO - Epoch(val) [14][4300/6282] eta: 0:01:55 time: 0.0583 data_time: 0.0074 memory: 677 2022/08/07 21:57:06 - mmengine - INFO - Epoch(val) [14][4320/6282] eta: 0:01:52 time: 0.0574 data_time: 0.0067 memory: 677 2022/08/07 21:57:07 - mmengine - INFO - Epoch(val) [14][4340/6282] eta: 0:01:39 time: 0.0511 data_time: 0.0053 memory: 677 2022/08/07 21:57:08 - mmengine - INFO - Epoch(val) [14][4360/6282] eta: 0:01:43 time: 0.0537 data_time: 0.0054 memory: 726 2022/08/07 21:57:09 - mmengine - INFO - Epoch(val) [14][4380/6282] eta: 0:01:42 time: 0.0541 data_time: 0.0059 memory: 726 2022/08/07 21:57:10 - mmengine - INFO - Epoch(val) [14][4400/6282] eta: 0:01:37 time: 0.0516 data_time: 0.0051 memory: 726 2022/08/07 21:57:11 - mmengine - INFO - Epoch(val) [14][4420/6282] eta: 0:01:46 time: 0.0570 data_time: 0.0070 memory: 726 2022/08/07 21:57:12 - mmengine - INFO - Epoch(val) [14][4440/6282] eta: 0:01:52 time: 0.0610 data_time: 0.0079 memory: 733 2022/08/07 21:57:14 - mmengine - INFO - Epoch(val) [14][4460/6282] eta: 0:02:24 time: 0.0791 data_time: 0.0061 memory: 733 2022/08/07 21:57:15 - mmengine - INFO - Epoch(val) [14][4480/6282] eta: 0:01:47 time: 0.0596 data_time: 0.0065 memory: 733 2022/08/07 21:57:16 - mmengine - INFO - Epoch(val) [14][4500/6282] eta: 0:01:50 time: 0.0619 data_time: 0.0070 memory: 733 2022/08/07 21:57:18 - mmengine - INFO - Epoch(val) [14][4520/6282] eta: 0:01:51 time: 0.0635 data_time: 0.0076 memory: 733 2022/08/07 21:57:19 - mmengine - INFO - Epoch(val) [14][4540/6282] eta: 0:01:36 time: 0.0553 data_time: 0.0065 memory: 677 2022/08/07 21:57:20 - mmengine - INFO - Epoch(val) [14][4560/6282] eta: 0:01:35 time: 0.0556 data_time: 0.0058 memory: 677 2022/08/07 21:57:21 - mmengine - INFO - Epoch(val) [14][4580/6282] eta: 0:01:31 time: 0.0536 data_time: 0.0061 memory: 677 2022/08/07 21:57:22 - mmengine - INFO - Epoch(val) [14][4600/6282] eta: 0:01:26 time: 0.0512 data_time: 0.0053 memory: 677 2022/08/07 21:57:23 - mmengine - INFO - Epoch(val) [14][4620/6282] eta: 0:01:31 time: 0.0549 data_time: 0.0056 memory: 677 2022/08/07 21:57:24 - mmengine - INFO - Epoch(val) [14][4640/6282] eta: 0:01:44 time: 0.0635 data_time: 0.0070 memory: 733 2022/08/07 21:57:26 - mmengine - INFO - Epoch(val) [14][4660/6282] eta: 0:01:40 time: 0.0621 data_time: 0.0067 memory: 733 2022/08/07 21:57:27 - mmengine - INFO - Epoch(val) [14][4680/6282] eta: 0:01:36 time: 0.0604 data_time: 0.0064 memory: 733 2022/08/07 21:57:28 - mmengine - INFO - Epoch(val) [14][4700/6282] eta: 0:01:29 time: 0.0569 data_time: 0.0053 memory: 733 2022/08/07 21:57:29 - mmengine - INFO - Epoch(val) [14][4720/6282] eta: 0:01:23 time: 0.0536 data_time: 0.0059 memory: 733 2022/08/07 21:57:30 - mmengine - INFO - Epoch(val) [14][4740/6282] eta: 0:01:18 time: 0.0509 data_time: 0.0051 memory: 698 2022/08/07 21:57:31 - mmengine - INFO - Epoch(val) [14][4760/6282] eta: 0:01:17 time: 0.0509 data_time: 0.0050 memory: 698 2022/08/07 21:57:32 - mmengine - INFO - Epoch(val) [14][4780/6282] eta: 0:01:19 time: 0.0527 data_time: 0.0052 memory: 698 2022/08/07 21:57:34 - mmengine - INFO - Epoch(val) [14][4800/6282] eta: 0:01:52 time: 0.0758 data_time: 0.0054 memory: 698 2022/08/07 21:57:35 - mmengine - INFO - Epoch(val) [14][4820/6282] eta: 0:01:26 time: 0.0588 data_time: 0.0090 memory: 726 2022/08/07 21:57:36 - mmengine - INFO - Epoch(val) [14][4840/6282] eta: 0:01:27 time: 0.0605 data_time: 0.0082 memory: 726 2022/08/07 21:57:37 - mmengine - INFO - Epoch(val) [14][4860/6282] eta: 0:01:28 time: 0.0624 data_time: 0.0097 memory: 726 2022/08/07 21:57:39 - mmengine - INFO - Epoch(val) [14][4880/6282] eta: 0:01:24 time: 0.0600 data_time: 0.0069 memory: 726 2022/08/07 21:57:40 - mmengine - INFO - Epoch(val) [14][4900/6282] eta: 0:01:21 time: 0.0589 data_time: 0.0061 memory: 726 2022/08/07 21:57:41 - mmengine - INFO - Epoch(val) [14][4920/6282] eta: 0:01:21 time: 0.0602 data_time: 0.0068 memory: 726 2022/08/07 21:57:42 - mmengine - INFO - Epoch(val) [14][4940/6282] eta: 0:01:21 time: 0.0609 data_time: 0.0061 memory: 726 2022/08/07 21:57:43 - mmengine - INFO - Epoch(val) [14][4960/6282] eta: 0:01:17 time: 0.0589 data_time: 0.0083 memory: 726 2022/08/07 21:57:45 - mmengine - INFO - Epoch(val) [14][4980/6282] eta: 0:01:17 time: 0.0599 data_time: 0.0065 memory: 726 2022/08/07 21:57:46 - mmengine - INFO - Epoch(val) [14][5000/6282] eta: 0:01:18 time: 0.0614 data_time: 0.0068 memory: 726 2022/08/07 21:57:47 - mmengine - INFO - Epoch(val) [14][5020/6282] eta: 0:01:14 time: 0.0590 data_time: 0.0068 memory: 726 2022/08/07 21:57:48 - mmengine - INFO - Epoch(val) [14][5040/6282] eta: 0:01:08 time: 0.0552 data_time: 0.0061 memory: 677 2022/08/07 21:57:49 - mmengine - INFO - Epoch(val) [14][5060/6282] eta: 0:01:08 time: 0.0561 data_time: 0.0076 memory: 677 2022/08/07 21:57:51 - mmengine - INFO - Epoch(val) [14][5080/6282] eta: 0:01:09 time: 0.0577 data_time: 0.0088 memory: 677 2022/08/07 21:57:52 - mmengine - INFO - Epoch(val) [14][5100/6282] eta: 0:01:02 time: 0.0532 data_time: 0.0057 memory: 677 2022/08/07 21:57:53 - mmengine - INFO - Epoch(val) [14][5120/6282] eta: 0:01:04 time: 0.0557 data_time: 0.0059 memory: 677 2022/08/07 21:57:54 - mmengine - INFO - Epoch(val) [14][5140/6282] eta: 0:01:27 time: 0.0770 data_time: 0.0070 memory: 676 2022/08/07 21:57:55 - mmengine - INFO - Epoch(val) [14][5160/6282] eta: 0:00:59 time: 0.0532 data_time: 0.0049 memory: 676 2022/08/07 21:57:56 - mmengine - INFO - Epoch(val) [14][5180/6282] eta: 0:00:58 time: 0.0534 data_time: 0.0055 memory: 676 2022/08/07 21:57:58 - mmengine - INFO - Epoch(val) [14][5200/6282] eta: 0:01:00 time: 0.0561 data_time: 0.0070 memory: 676 2022/08/07 21:57:59 - mmengine - INFO - Epoch(val) [14][5220/6282] eta: 0:00:56 time: 0.0536 data_time: 0.0093 memory: 676 2022/08/07 21:58:00 - mmengine - INFO - Epoch(val) [14][5240/6282] eta: 0:00:59 time: 0.0566 data_time: 0.0073 memory: 676 2022/08/07 21:58:01 - mmengine - INFO - Epoch(val) [14][5260/6282] eta: 0:00:56 time: 0.0556 data_time: 0.0065 memory: 676 2022/08/07 21:58:02 - mmengine - INFO - Epoch(val) [14][5280/6282] eta: 0:00:51 time: 0.0516 data_time: 0.0048 memory: 676 2022/08/07 21:58:03 - mmengine - INFO - Epoch(val) [14][5300/6282] eta: 0:00:55 time: 0.0564 data_time: 0.0078 memory: 676 2022/08/07 21:58:04 - mmengine - INFO - Epoch(val) [14][5320/6282] eta: 0:00:49 time: 0.0518 data_time: 0.0069 memory: 676 2022/08/07 21:58:05 - mmengine - INFO - Epoch(val) [14][5340/6282] eta: 0:00:53 time: 0.0565 data_time: 0.0058 memory: 676 2022/08/07 21:58:06 - mmengine - INFO - Epoch(val) [14][5360/6282] eta: 0:00:49 time: 0.0539 data_time: 0.0061 memory: 676 2022/08/07 21:58:08 - mmengine - INFO - Epoch(val) [14][5380/6282] eta: 0:00:48 time: 0.0540 data_time: 0.0067 memory: 676 2022/08/07 21:58:09 - mmengine - INFO - Epoch(val) [14][5400/6282] eta: 0:00:51 time: 0.0586 data_time: 0.0065 memory: 676 2022/08/07 21:58:10 - mmengine - INFO - Epoch(val) [14][5420/6282] eta: 0:00:48 time: 0.0568 data_time: 0.0069 memory: 676 2022/08/07 21:58:11 - mmengine - INFO - Epoch(val) [14][5440/6282] eta: 0:00:48 time: 0.0574 data_time: 0.0075 memory: 676 2022/08/07 21:58:12 - mmengine - INFO - Epoch(val) [14][5460/6282] eta: 0:00:46 time: 0.0567 data_time: 0.0068 memory: 676 2022/08/07 21:58:13 - mmengine - INFO - Epoch(val) [14][5480/6282] eta: 0:00:46 time: 0.0577 data_time: 0.0051 memory: 676 2022/08/07 21:58:15 - mmengine - INFO - Epoch(val) [14][5500/6282] eta: 0:00:43 time: 0.0560 data_time: 0.0061 memory: 676 2022/08/07 21:58:16 - mmengine - INFO - Epoch(val) [14][5520/6282] eta: 0:00:42 time: 0.0553 data_time: 0.0060 memory: 691 2022/08/07 21:58:17 - mmengine - INFO - Epoch(val) [14][5540/6282] eta: 0:00:41 time: 0.0559 data_time: 0.0070 memory: 691 2022/08/07 21:58:18 - mmengine - INFO - Epoch(val) [14][5560/6282] eta: 0:00:42 time: 0.0584 data_time: 0.0070 memory: 691 2022/08/07 21:58:19 - mmengine - INFO - Epoch(val) [14][5580/6282] eta: 0:00:39 time: 0.0563 data_time: 0.0072 memory: 691 2022/08/07 21:58:20 - mmengine - INFO - Epoch(val) [14][5600/6282] eta: 0:00:37 time: 0.0555 data_time: 0.0061 memory: 691 2022/08/07 21:58:21 - mmengine - INFO - Epoch(val) [14][5620/6282] eta: 0:00:38 time: 0.0578 data_time: 0.0078 memory: 691 2022/08/07 21:58:22 - mmengine - INFO - Epoch(val) [14][5640/6282] eta: 0:00:32 time: 0.0511 data_time: 0.0060 memory: 676 2022/08/07 21:58:24 - mmengine - INFO - Epoch(val) [14][5660/6282] eta: 0:00:33 time: 0.0545 data_time: 0.0064 memory: 676 2022/08/07 21:58:25 - mmengine - INFO - Epoch(val) [14][5680/6282] eta: 0:00:32 time: 0.0537 data_time: 0.0056 memory: 676 2022/08/07 21:58:26 - mmengine - INFO - Epoch(val) [14][5700/6282] eta: 0:00:27 time: 0.0477 data_time: 0.0044 memory: 676 2022/08/07 21:58:27 - mmengine - INFO - Epoch(val) [14][5720/6282] eta: 0:00:27 time: 0.0489 data_time: 0.0051 memory: 705 2022/08/07 21:58:28 - mmengine - INFO - Epoch(val) [14][5740/6282] eta: 0:00:26 time: 0.0493 data_time: 0.0055 memory: 705 2022/08/07 21:58:29 - mmengine - INFO - Epoch(val) [14][5760/6282] eta: 0:00:27 time: 0.0521 data_time: 0.0059 memory: 705 2022/08/07 21:58:30 - mmengine - INFO - Epoch(val) [14][5780/6282] eta: 0:00:28 time: 0.0575 data_time: 0.0067 memory: 705 2022/08/07 21:58:31 - mmengine - INFO - Epoch(val) [14][5800/6282] eta: 0:00:27 time: 0.0569 data_time: 0.0062 memory: 705 2022/08/07 21:58:32 - mmengine - INFO - Epoch(val) [14][5820/6282] eta: 0:00:26 time: 0.0578 data_time: 0.0070 memory: 705 2022/08/07 21:58:34 - mmengine - INFO - Epoch(val) [14][5840/6282] eta: 0:00:35 time: 0.0804 data_time: 0.0074 memory: 691 2022/08/07 21:58:35 - mmengine - INFO - Epoch(val) [14][5860/6282] eta: 0:00:24 time: 0.0592 data_time: 0.0068 memory: 691 2022/08/07 21:58:36 - mmengine - INFO - Epoch(val) [14][5880/6282] eta: 0:00:23 time: 0.0582 data_time: 0.0053 memory: 691 2022/08/07 21:58:37 - mmengine - INFO - Epoch(val) [14][5900/6282] eta: 0:00:20 time: 0.0533 data_time: 0.0074 memory: 691 2022/08/07 21:58:38 - mmengine - INFO - Epoch(val) [14][5920/6282] eta: 0:00:21 time: 0.0606 data_time: 0.0071 memory: 691 2022/08/07 21:58:40 - mmengine - INFO - Epoch(val) [14][5940/6282] eta: 0:00:19 time: 0.0558 data_time: 0.0063 memory: 676 2022/08/07 21:58:41 - mmengine - INFO - Epoch(val) [14][5960/6282] eta: 0:00:17 time: 0.0541 data_time: 0.0069 memory: 676 2022/08/07 21:58:42 - mmengine - INFO - Epoch(val) [14][5980/6282] eta: 0:00:15 time: 0.0519 data_time: 0.0052 memory: 676 2022/08/07 21:58:43 - mmengine - INFO - Epoch(val) [14][6000/6282] eta: 0:00:15 time: 0.0550 data_time: 0.0053 memory: 726 2022/08/07 21:58:44 - mmengine - INFO - Epoch(val) [14][6020/6282] eta: 0:00:17 time: 0.0660 data_time: 0.0061 memory: 726 2022/08/07 21:58:45 - mmengine - INFO - Epoch(val) [14][6040/6282] eta: 0:00:14 time: 0.0608 data_time: 0.0067 memory: 726 2022/08/07 21:58:47 - mmengine - INFO - Epoch(val) [14][6060/6282] eta: 0:00:14 time: 0.0662 data_time: 0.0106 memory: 726 2022/08/07 21:58:48 - mmengine - INFO - Epoch(val) [14][6080/6282] eta: 0:00:12 time: 0.0624 data_time: 0.0068 memory: 726 2022/08/07 21:58:50 - mmengine - INFO - Epoch(val) [14][6100/6282] eta: 0:00:14 time: 0.0789 data_time: 0.0262 memory: 726 2022/08/07 21:58:51 - mmengine - INFO - Epoch(val) [14][6120/6282] eta: 0:00:12 time: 0.0781 data_time: 0.0268 memory: 726 2022/08/07 21:58:53 - mmengine - INFO - Epoch(val) [14][6140/6282] eta: 0:00:15 time: 0.1093 data_time: 0.0389 memory: 726 2022/08/07 21:58:55 - mmengine - INFO - Epoch(val) [14][6160/6282] eta: 0:00:07 time: 0.0611 data_time: 0.0054 memory: 726 2022/08/07 21:58:56 - mmengine - INFO - Epoch(val) [14][6180/6282] eta: 0:00:05 time: 0.0569 data_time: 0.0075 memory: 726 2022/08/07 21:58:57 - mmengine - INFO - Epoch(val) [14][6200/6282] eta: 0:00:04 time: 0.0524 data_time: 0.0056 memory: 726 2022/08/07 21:58:58 - mmengine - INFO - Epoch(val) [14][6220/6282] eta: 0:00:03 time: 0.0526 data_time: 0.0058 memory: 726 2022/08/07 21:58:59 - mmengine - INFO - Epoch(val) [14][6240/6282] eta: 0:00:02 time: 0.0485 data_time: 0.0048 memory: 726 2022/08/07 21:59:00 - mmengine - INFO - Epoch(val) [14][6260/6282] eta: 0:00:00 time: 0.0435 data_time: 0.0033 memory: 726 2022/08/07 21:59:01 - mmengine - INFO - Epoch(val) [14][6280/6282] eta: 0:00:00 time: 0.0404 data_time: 0.0025 memory: 726 2022/08/07 22:02:12 - mmengine - INFO - Epoch(val) [14][6282/6282] mAP/mAP@0.5IOU: 0.2455 2022/08/07 22:02:36 - mmengine - INFO - Epoch(train) [15][20/1441] lr: 2.0000e-02 eta: 2:13:53 time: 1.1627 data_time: 0.3135 memory: 18616 grad_norm: 0.1296 recall@thr=0.5: 0.7770 prec@thr=0.5: 0.8829 recall@top3: 0.8739 prec@top3: 0.7027 recall@top5: 0.9369 prec@top5: 0.4595 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 22:02:54 - mmengine - INFO - Epoch(train) [15][40/1441] lr: 2.0000e-02 eta: 2:13:34 time: 0.8976 data_time: 0.0444 memory: 18616 grad_norm: 0.1315 recall@thr=0.5: 0.7389 prec@thr=0.5: 0.7778 recall@top3: 0.8556 prec@top3: 0.6074 recall@top5: 0.9204 prec@top5: 0.3956 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 22:03:10 - mmengine - INFO - Epoch(train) [15][60/1441] lr: 2.0000e-02 eta: 2:13:15 time: 0.8364 data_time: 0.0338 memory: 18616 grad_norm: 0.1344 recall@thr=0.5: 0.7927 prec@thr=0.5: 0.8089 recall@top3: 0.8862 prec@top3: 0.6016 recall@top5: 0.9675 prec@top5: 0.4049 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 22:03:28 - mmengine - INFO - Epoch(train) [15][80/1441] lr: 2.0000e-02 eta: 2:12:55 time: 0.8533 data_time: 0.0478 memory: 18616 grad_norm: 0.1318 recall@thr=0.5: 0.8472 prec@thr=0.5: 0.8594 recall@top3: 0.8646 prec@top3: 0.6736 recall@top5: 0.9618 prec@top5: 0.4583 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 22:03:45 - mmengine - INFO - Epoch(train) [15][100/1441] lr: 2.0000e-02 eta: 2:12:36 time: 0.8777 data_time: 0.0716 memory: 18616 grad_norm: 0.1326 recall@thr=0.5: 0.7683 prec@thr=0.5: 0.8191 recall@top3: 0.8659 prec@top3: 0.7561 recall@top5: 0.9634 prec@top5: 0.5171 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 22:04:02 - mmengine - INFO - Epoch(train) [15][120/1441] lr: 2.0000e-02 eta: 2:12:17 time: 0.8562 data_time: 0.0550 memory: 18616 grad_norm: 0.1327 recall@thr=0.5: 0.7349 prec@thr=0.5: 0.8031 recall@top3: 0.8860 prec@top3: 0.7209 recall@top5: 0.9767 prec@top5: 0.4977 loss_action_cls: 0.0294 loss: 0.0294 2022/08/07 22:04:19 - mmengine - INFO - Epoch(train) [15][140/1441] lr: 2.0000e-02 eta: 2:11:58 time: 0.8537 data_time: 0.0448 memory: 18616 grad_norm: 0.1364 recall@thr=0.5: 0.7849 prec@thr=0.5: 0.8256 recall@top3: 0.8155 prec@top3: 0.7209 recall@top5: 0.9419 prec@top5: 0.5116 loss_action_cls: 0.0288 loss: 0.0288 2022/08/07 22:04:37 - mmengine - INFO - Epoch(train) [15][160/1441] lr: 2.0000e-02 eta: 2:11:39 time: 0.8656 data_time: 0.0563 memory: 18616 grad_norm: 0.1343 recall@thr=0.5: 0.7690 prec@thr=0.5: 0.8000 recall@top3: 0.8381 prec@top3: 0.6571 recall@top5: 0.9262 prec@top5: 0.4400 loss_action_cls: 0.0291 loss: 0.0291 2022/08/07 22:04:54 - mmengine - INFO - Epoch(train) [15][180/1441] lr: 2.0000e-02 eta: 2:11:19 time: 0.8477 data_time: 0.0353 memory: 18616 grad_norm: 0.1376 recall@thr=0.5: 0.8088 prec@thr=0.5: 0.8513 recall@top3: 0.8683 prec@top3: 0.7647 recall@top5: 0.9559 prec@top5: 0.5137 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 22:05:11 - mmengine - INFO - Epoch(train) [15][200/1441] lr: 2.0000e-02 eta: 2:11:00 time: 0.8582 data_time: 0.0378 memory: 18616 grad_norm: 0.1374 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.8301 recall@top3: 0.8431 prec@top3: 0.7059 recall@top5: 0.9837 prec@top5: 0.4941 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 22:05:28 - mmengine - INFO - Epoch(train) [15][220/1441] lr: 2.0000e-02 eta: 2:10:41 time: 0.8639 data_time: 0.0320 memory: 18616 grad_norm: 0.1371 recall@thr=0.5: 0.7645 prec@thr=0.5: 0.8225 recall@top3: 0.8623 prec@top3: 0.5435 recall@top5: 0.9293 prec@top5: 0.3652 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 22:05:45 - mmengine - INFO - Epoch(train) [15][240/1441] lr: 2.0000e-02 eta: 2:10:22 time: 0.8402 data_time: 0.0332 memory: 18616 grad_norm: 0.1324 recall@thr=0.5: 0.7531 prec@thr=0.5: 0.7829 recall@top3: 0.7404 prec@top3: 0.6579 recall@top5: 0.9070 prec@top5: 0.4947 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 22:06:01 - mmengine - INFO - Epoch(train) [15][260/1441] lr: 2.0000e-02 eta: 2:10:02 time: 0.8337 data_time: 0.0382 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.8062 prec@thr=0.5: 0.8663 recall@top3: 0.9419 prec@top3: 0.6977 recall@top5: 0.9535 prec@top5: 0.4233 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 22:06:19 - mmengine - INFO - Epoch(train) [15][280/1441] lr: 2.0000e-02 eta: 2:09:43 time: 0.8743 data_time: 0.0348 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.8435 prec@thr=0.5: 0.8844 recall@top3: 0.8588 prec@top3: 0.6803 recall@top5: 0.9517 prec@top5: 0.4653 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 22:06:36 - mmengine - INFO - Epoch(train) [15][300/1441] lr: 2.0000e-02 eta: 2:09:24 time: 0.8773 data_time: 0.0349 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.8601 prec@thr=0.5: 0.8969 recall@top3: 0.9241 prec@top3: 0.7281 recall@top5: 1.0000 prec@top5: 0.4947 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 22:06:53 - mmengine - INFO - Epoch(train) [15][320/1441] lr: 2.0000e-02 eta: 2:09:05 time: 0.8388 data_time: 0.0421 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.7384 prec@thr=0.5: 0.8566 recall@top3: 0.8159 prec@top3: 0.7132 recall@top5: 0.9574 prec@top5: 0.5023 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 22:07:11 - mmengine - INFO - Epoch(train) [15][340/1441] lr: 2.0000e-02 eta: 2:08:46 time: 0.8778 data_time: 0.0349 memory: 18616 grad_norm: 0.1331 recall@thr=0.5: 0.8953 prec@thr=0.5: 0.8376 recall@top3: 0.8760 prec@top3: 0.7364 recall@top5: 1.0000 prec@top5: 0.5163 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 22:07:28 - mmengine - INFO - Epoch(train) [15][360/1441] lr: 2.0000e-02 eta: 2:08:26 time: 0.8486 data_time: 0.0317 memory: 18616 grad_norm: 0.1388 recall@thr=0.5: 0.7350 prec@thr=0.5: 0.8568 recall@top3: 0.8632 prec@top3: 0.7094 recall@top5: 0.9423 prec@top5: 0.4769 loss_action_cls: 0.0280 loss: 0.0280 2022/08/07 22:07:45 - mmengine - INFO - Epoch(train) [15][380/1441] lr: 2.0000e-02 eta: 2:08:07 time: 0.8612 data_time: 0.0364 memory: 18616 grad_norm: 0.1355 recall@thr=0.5: 0.7896 prec@thr=0.5: 0.8417 recall@top3: 0.8667 prec@top3: 0.6917 recall@top5: 0.9667 prec@top5: 0.4750 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 22:08:02 - mmengine - INFO - Epoch(train) [15][400/1441] lr: 2.0000e-02 eta: 2:07:48 time: 0.8658 data_time: 0.0332 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.8939 prec@thr=0.5: 0.8758 recall@top3: 0.9485 prec@top3: 0.7636 recall@top5: 0.9955 prec@top5: 0.4909 loss_action_cls: 0.0277 loss: 0.0277 2022/08/07 22:08:19 - mmengine - INFO - Epoch(train) [15][420/1441] lr: 2.0000e-02 eta: 2:07:29 time: 0.8369 data_time: 0.0353 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.7958 prec@thr=0.5: 0.9053 recall@top3: 0.8606 prec@top3: 0.7273 recall@top5: 0.9765 prec@top5: 0.5136 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 22:08:36 - mmengine - INFO - Epoch(train) [15][440/1441] lr: 2.0000e-02 eta: 2:07:10 time: 0.8596 data_time: 0.0348 memory: 18616 grad_norm: 0.1392 recall@thr=0.5: 0.8639 prec@thr=0.5: 0.8690 recall@top3: 0.9320 prec@top3: 0.6871 recall@top5: 0.9932 prec@top5: 0.4449 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 22:08:53 - mmengine - INFO - Epoch(train) [15][460/1441] lr: 2.0000e-02 eta: 2:06:50 time: 0.8382 data_time: 0.0348 memory: 18616 grad_norm: 0.1330 recall@thr=0.5: 0.8723 prec@thr=0.5: 0.9468 recall@top3: 0.8830 prec@top3: 0.7943 recall@top5: 0.9610 prec@top5: 0.5277 loss_action_cls: 0.0277 loss: 0.0277 2022/08/07 22:09:10 - mmengine - INFO - Epoch(train) [15][480/1441] lr: 2.0000e-02 eta: 2:06:31 time: 0.8523 data_time: 0.0364 memory: 18616 grad_norm: 0.1322 recall@thr=0.5: 0.7967 prec@thr=0.5: 0.8618 recall@top3: 0.9106 prec@top3: 0.7642 recall@top5: 0.9228 prec@top5: 0.4683 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 22:09:27 - mmengine - INFO - Epoch(train) [15][500/1441] lr: 2.0000e-02 eta: 2:06:12 time: 0.8577 data_time: 0.0415 memory: 18616 grad_norm: 0.1335 recall@thr=0.5: 0.8194 prec@thr=0.5: 0.8275 recall@top3: 0.8085 prec@top3: 0.6202 recall@top5: 0.8946 prec@top5: 0.4279 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 22:09:44 - mmengine - INFO - Epoch(train) [15][520/1441] lr: 2.0000e-02 eta: 2:05:53 time: 0.8449 data_time: 0.0657 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.7386 prec@thr=0.5: 0.8660 recall@top3: 0.8611 prec@top3: 0.6863 recall@top5: 0.9248 prec@top5: 0.4510 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 22:10:01 - mmengine - INFO - Epoch(train) [15][540/1441] lr: 2.0000e-02 eta: 2:05:34 time: 0.8621 data_time: 0.0306 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.7366 prec@thr=0.5: 0.8065 recall@top3: 0.8306 prec@top3: 0.6237 recall@top5: 0.9516 prec@top5: 0.4387 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 22:10:18 - mmengine - INFO - Epoch(train) [15][560/1441] lr: 2.0000e-02 eta: 2:05:14 time: 0.8381 data_time: 0.0389 memory: 18616 grad_norm: 0.1370 recall@thr=0.5: 0.6531 prec@thr=0.5: 0.7961 recall@top3: 0.7965 prec@top3: 0.6930 recall@top5: 0.9189 prec@top5: 0.4895 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 22:10:36 - mmengine - INFO - Epoch(train) [15][580/1441] lr: 2.0000e-02 eta: 2:04:55 time: 0.8791 data_time: 0.0341 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.8466 prec@thr=0.5: 0.8674 recall@top3: 0.8826 prec@top3: 0.6818 recall@top5: 0.9318 prec@top5: 0.4364 loss_action_cls: 0.0287 loss: 0.0287 2022/08/07 22:10:53 - mmengine - INFO - Epoch(train) [15][600/1441] lr: 2.0000e-02 eta: 2:04:36 time: 0.8462 data_time: 0.0423 memory: 18616 grad_norm: 0.1362 recall@thr=0.5: 0.7658 prec@thr=0.5: 0.7342 recall@top3: 0.8018 prec@top3: 0.5676 recall@top5: 0.9369 prec@top5: 0.4000 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 22:11:10 - mmengine - INFO - Epoch(train) [15][620/1441] lr: 2.0000e-02 eta: 2:04:17 time: 0.8513 data_time: 0.0348 memory: 18616 grad_norm: 0.1373 recall@thr=0.5: 0.7811 prec@thr=0.5: 0.9195 recall@top3: 0.8630 prec@top3: 0.7740 recall@top5: 0.9534 prec@top5: 0.5288 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 22:11:27 - mmengine - INFO - Epoch(train) [15][640/1441] lr: 2.0000e-02 eta: 2:03:58 time: 0.8677 data_time: 0.0384 memory: 18616 grad_norm: 0.1335 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8667 recall@top3: 0.8875 prec@top3: 0.6750 recall@top5: 0.9792 prec@top5: 0.4550 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 22:11:44 - mmengine - INFO - Epoch(train) [15][660/1441] lr: 2.0000e-02 eta: 2:03:38 time: 0.8283 data_time: 0.0340 memory: 18616 grad_norm: 0.1322 recall@thr=0.5: 0.8257 prec@thr=0.5: 0.8836 recall@top3: 0.8815 prec@top3: 0.8307 recall@top5: 0.9683 prec@top5: 0.5587 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 22:12:01 - mmengine - INFO - Epoch(train) [15][680/1441] lr: 2.0000e-02 eta: 2:03:19 time: 0.8435 data_time: 0.0350 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.8218 prec@thr=0.5: 0.8995 recall@top3: 0.8750 prec@top3: 0.6852 recall@top5: 0.9606 prec@top5: 0.4722 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 22:12:18 - mmengine - INFO - Epoch(train) [15][700/1441] lr: 2.0000e-02 eta: 2:03:00 time: 0.8664 data_time: 0.0392 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.8869 prec@thr=0.5: 0.8571 recall@top3: 0.9067 prec@top3: 0.7778 recall@top5: 0.9841 prec@top5: 0.5190 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 22:12:35 - mmengine - INFO - Epoch(train) [15][720/1441] lr: 2.0000e-02 eta: 2:02:41 time: 0.8704 data_time: 0.0328 memory: 18616 grad_norm: 0.1337 recall@thr=0.5: 0.8821 prec@thr=0.5: 0.8659 recall@top3: 0.9146 prec@top3: 0.7317 recall@top5: 0.9268 prec@top5: 0.4488 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 22:12:52 - mmengine - INFO - Epoch(train) [15][740/1441] lr: 2.0000e-02 eta: 2:02:22 time: 0.8585 data_time: 0.0334 memory: 18616 grad_norm: 0.1333 recall@thr=0.5: 0.7010 prec@thr=0.5: 0.7647 recall@top3: 0.8219 prec@top3: 0.7124 recall@top5: 0.9395 prec@top5: 0.5020 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 22:13:09 - mmengine - INFO - Epoch(train) [15][760/1441] lr: 2.0000e-02 eta: 2:02:03 time: 0.8494 data_time: 0.0322 memory: 18616 grad_norm: 0.1420 recall@thr=0.5: 0.8472 prec@thr=0.5: 0.8380 recall@top3: 0.8843 prec@top3: 0.6389 recall@top5: 0.9398 prec@top5: 0.4167 loss_action_cls: 0.0279 loss: 0.0279 2022/08/07 22:13:27 - mmengine - INFO - Epoch(train) [15][780/1441] lr: 2.0000e-02 eta: 2:01:44 time: 0.8697 data_time: 0.0436 memory: 18616 grad_norm: 0.1347 recall@thr=0.5: 0.8156 prec@thr=0.5: 0.9149 recall@top3: 0.9078 prec@top3: 0.7021 recall@top5: 0.9504 prec@top5: 0.4511 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 22:13:44 - mmengine - INFO - Epoch(train) [15][800/1441] lr: 2.0000e-02 eta: 2:01:25 time: 0.8565 data_time: 0.0337 memory: 18616 grad_norm: 0.1376 recall@thr=0.5: 0.7837 prec@thr=0.5: 0.8377 recall@top3: 0.8155 prec@top3: 0.6508 recall@top5: 0.9524 prec@top5: 0.4571 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 22:14:01 - mmengine - INFO - Epoch(train) [15][820/1441] lr: 2.0000e-02 eta: 2:01:06 time: 0.8559 data_time: 0.0368 memory: 18616 grad_norm: 0.1332 recall@thr=0.5: 0.8375 prec@thr=0.5: 0.8750 recall@top3: 0.9042 prec@top3: 0.7417 recall@top5: 0.9688 prec@top5: 0.4800 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 22:14:06 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 22:14:18 - mmengine - INFO - Epoch(train) [15][840/1441] lr: 2.0000e-02 eta: 2:00:47 time: 0.8715 data_time: 0.0338 memory: 18616 grad_norm: 0.1343 recall@thr=0.5: 0.8712 prec@thr=0.5: 0.8955 recall@top3: 0.8818 prec@top3: 0.7333 recall@top5: 0.9652 prec@top5: 0.4945 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 22:14:35 - mmengine - INFO - Epoch(train) [15][860/1441] lr: 2.0000e-02 eta: 2:00:27 time: 0.8173 data_time: 0.0307 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.8583 prec@thr=0.5: 0.9521 recall@top3: 0.9000 prec@top3: 0.7583 recall@top5: 0.9792 prec@top5: 0.5100 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 22:14:52 - mmengine - INFO - Epoch(train) [15][880/1441] lr: 2.0000e-02 eta: 2:00:08 time: 0.8466 data_time: 0.0337 memory: 18616 grad_norm: 0.1343 recall@thr=0.5: 0.7618 prec@thr=0.5: 0.8464 recall@top3: 0.8859 prec@top3: 0.7778 recall@top5: 0.9869 prec@top5: 0.5137 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 22:15:09 - mmengine - INFO - Epoch(train) [15][900/1441] lr: 2.0000e-02 eta: 1:59:49 time: 0.8787 data_time: 0.0364 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.7560 prec@thr=0.5: 0.7837 recall@top3: 0.7579 prec@top3: 0.6349 recall@top5: 0.8829 prec@top5: 0.4619 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 22:15:26 - mmengine - INFO - Epoch(train) [15][920/1441] lr: 2.0000e-02 eta: 1:59:30 time: 0.8466 data_time: 0.0436 memory: 18616 grad_norm: 0.1358 recall@thr=0.5: 0.8024 prec@thr=0.5: 0.8618 recall@top3: 0.8520 prec@top3: 0.7398 recall@top5: 0.9707 prec@top5: 0.5220 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 22:15:44 - mmengine - INFO - Epoch(train) [15][940/1441] lr: 2.0000e-02 eta: 1:59:11 time: 0.8794 data_time: 0.0496 memory: 18616 grad_norm: 0.1388 recall@thr=0.5: 0.7163 prec@thr=0.5: 0.8180 recall@top3: 0.8296 prec@top3: 0.6327 recall@top5: 0.8983 prec@top5: 0.4163 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 22:16:01 - mmengine - INFO - Epoch(train) [15][960/1441] lr: 2.0000e-02 eta: 1:58:52 time: 0.8612 data_time: 0.0342 memory: 18616 grad_norm: 0.1355 recall@thr=0.5: 0.7754 prec@thr=0.5: 0.8043 recall@top3: 0.8641 prec@top3: 0.7174 recall@top5: 0.9457 prec@top5: 0.4696 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 22:16:18 - mmengine - INFO - Epoch(train) [15][980/1441] lr: 2.0000e-02 eta: 1:58:33 time: 0.8421 data_time: 0.0382 memory: 18616 grad_norm: 0.1327 recall@thr=0.5: 0.7771 prec@thr=0.5: 0.8795 recall@top3: 0.8181 prec@top3: 0.7198 recall@top5: 0.9855 prec@top5: 0.5391 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 22:16:34 - mmengine - INFO - Epoch(train) [15][1000/1441] lr: 2.0000e-02 eta: 1:58:14 time: 0.8301 data_time: 0.0414 memory: 18616 grad_norm: 0.1342 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8865 recall@top3: 0.8475 prec@top3: 0.7518 recall@top5: 0.9362 prec@top5: 0.5021 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 22:16:52 - mmengine - INFO - Epoch(train) [15][1020/1441] lr: 2.0000e-02 eta: 1:57:54 time: 0.8501 data_time: 0.0500 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.8264 prec@thr=0.5: 0.8868 recall@top3: 0.8761 prec@top3: 0.7925 recall@top5: 0.9664 prec@top5: 0.5321 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 22:17:09 - mmengine - INFO - Epoch(train) [15][1040/1441] lr: 2.0000e-02 eta: 1:57:36 time: 0.8982 data_time: 0.0380 memory: 18616 grad_norm: 0.1342 recall@thr=0.5: 0.8920 prec@thr=0.5: 0.9129 recall@top3: 0.9261 prec@top3: 0.7121 recall@top5: 0.9886 prec@top5: 0.4682 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 22:17:27 - mmengine - INFO - Epoch(train) [15][1060/1441] lr: 2.0000e-02 eta: 1:57:17 time: 0.8574 data_time: 0.0377 memory: 18616 grad_norm: 0.1344 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8355 recall@top3: 0.8311 prec@top3: 0.5965 recall@top5: 0.9474 prec@top5: 0.4053 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 22:17:44 - mmengine - INFO - Epoch(train) [15][1080/1441] lr: 2.0000e-02 eta: 1:56:58 time: 0.8692 data_time: 0.0420 memory: 18616 grad_norm: 0.1412 recall@thr=0.5: 0.7625 prec@thr=0.5: 0.8144 recall@top3: 0.8129 prec@top3: 0.7576 recall@top5: 0.9394 prec@top5: 0.5455 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 22:18:02 - mmengine - INFO - Epoch(train) [15][1100/1441] lr: 2.0000e-02 eta: 1:56:39 time: 0.8827 data_time: 0.0395 memory: 18616 grad_norm: 0.1381 recall@thr=0.5: 0.7784 prec@thr=0.5: 0.8295 recall@top3: 0.8428 prec@top3: 0.7348 recall@top5: 0.9091 prec@top5: 0.4864 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 22:18:19 - mmengine - INFO - Epoch(train) [15][1120/1441] lr: 2.0000e-02 eta: 1:56:20 time: 0.8715 data_time: 0.0404 memory: 18616 grad_norm: 0.1350 recall@thr=0.5: 0.7707 prec@thr=0.5: 0.7973 recall@top3: 0.8027 prec@top3: 0.6667 recall@top5: 0.9676 prec@top5: 0.4973 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 22:18:37 - mmengine - INFO - Epoch(train) [15][1140/1441] lr: 2.0000e-02 eta: 1:56:01 time: 0.8873 data_time: 0.0409 memory: 18616 grad_norm: 0.1359 recall@thr=0.5: 0.8231 prec@thr=0.5: 0.8827 recall@top3: 0.9065 prec@top3: 0.7483 recall@top5: 0.9949 prec@top5: 0.5020 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 22:18:53 - mmengine - INFO - Epoch(train) [15][1160/1441] lr: 2.0000e-02 eta: 1:55:42 time: 0.8208 data_time: 0.0328 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.7682 prec@thr=0.5: 0.8955 recall@top3: 0.8545 prec@top3: 0.7030 recall@top5: 0.9818 prec@top5: 0.5018 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 22:19:11 - mmengine - INFO - Epoch(train) [15][1180/1441] lr: 2.0000e-02 eta: 1:55:23 time: 0.8802 data_time: 0.0342 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.7830 prec@thr=0.5: 0.7699 recall@top3: 0.8482 prec@top3: 0.6594 recall@top5: 0.9449 prec@top5: 0.4522 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 22:19:28 - mmengine - INFO - Epoch(train) [15][1200/1441] lr: 2.0000e-02 eta: 1:55:04 time: 0.8663 data_time: 0.0416 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.7545 prec@thr=0.5: 0.8984 recall@top3: 0.8439 prec@top3: 0.7154 recall@top5: 0.9431 prec@top5: 0.5073 loss_action_cls: 0.0296 loss: 0.0296 2022/08/07 22:19:45 - mmengine - INFO - Epoch(train) [15][1220/1441] lr: 2.0000e-02 eta: 1:54:45 time: 0.8457 data_time: 0.0376 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.8417 prec@thr=0.5: 0.8312 recall@top3: 0.9250 prec@top3: 0.6917 recall@top5: 0.9875 prec@top5: 0.4550 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 22:20:03 - mmengine - INFO - Epoch(train) [15][1240/1441] lr: 2.0000e-02 eta: 1:54:26 time: 0.8815 data_time: 0.0403 memory: 18616 grad_norm: 0.1362 recall@thr=0.5: 0.6314 prec@thr=0.5: 0.7273 recall@top3: 0.7754 prec@top3: 0.6061 recall@top5: 0.9129 prec@top5: 0.4318 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 22:20:20 - mmengine - INFO - Epoch(train) [15][1260/1441] lr: 2.0000e-02 eta: 1:54:07 time: 0.8442 data_time: 0.0340 memory: 18616 grad_norm: 0.1380 recall@thr=0.5: 0.7570 prec@thr=0.5: 0.8377 recall@top3: 0.8605 prec@top3: 0.6053 recall@top5: 0.9430 prec@top5: 0.4158 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 22:20:37 - mmengine - INFO - Epoch(train) [15][1280/1441] lr: 2.0000e-02 eta: 1:53:48 time: 0.8532 data_time: 0.0355 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.7482 prec@thr=0.5: 0.8091 recall@top3: 0.8605 prec@top3: 0.6667 recall@top5: 0.9783 prec@top5: 0.4696 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 22:20:53 - mmengine - INFO - Epoch(train) [15][1300/1441] lr: 2.0000e-02 eta: 1:53:28 time: 0.8200 data_time: 0.0338 memory: 18616 grad_norm: 0.1357 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.9028 recall@top3: 0.8924 prec@top3: 0.7639 recall@top5: 0.9705 prec@top5: 0.5125 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 22:21:11 - mmengine - INFO - Epoch(train) [15][1320/1441] lr: 2.0000e-02 eta: 1:53:10 time: 0.8708 data_time: 0.0334 memory: 18616 grad_norm: 0.1324 recall@thr=0.5: 0.8413 prec@thr=0.5: 0.9071 recall@top3: 0.8862 prec@top3: 0.7885 recall@top5: 0.9808 prec@top5: 0.5269 loss_action_cls: 0.0294 loss: 0.0294 2022/08/07 22:21:28 - mmengine - INFO - Epoch(train) [15][1340/1441] lr: 2.0000e-02 eta: 1:52:51 time: 0.8562 data_time: 0.0374 memory: 18616 grad_norm: 0.1388 recall@thr=0.5: 0.8535 prec@thr=0.5: 0.8979 recall@top3: 0.8913 prec@top3: 0.7153 recall@top5: 0.9670 prec@top5: 0.4875 loss_action_cls: 0.0296 loss: 0.0296 2022/08/07 22:21:44 - mmengine - INFO - Epoch(train) [15][1360/1441] lr: 2.0000e-02 eta: 1:52:31 time: 0.8323 data_time: 0.0322 memory: 18616 grad_norm: 0.1351 recall@thr=0.5: 0.7980 prec@thr=0.5: 0.8636 recall@top3: 0.9192 prec@top3: 0.5960 recall@top5: 0.9899 prec@top5: 0.3939 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 22:22:02 - mmengine - INFO - Epoch(train) [15][1380/1441] lr: 2.0000e-02 eta: 1:52:13 time: 0.8908 data_time: 0.0520 memory: 18616 grad_norm: 0.1443 recall@thr=0.5: 0.7177 prec@thr=0.5: 0.7726 recall@top3: 0.8441 prec@top3: 0.6944 recall@top5: 0.9497 prec@top5: 0.4875 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 22:22:19 - mmengine - INFO - Epoch(train) [15][1400/1441] lr: 2.0000e-02 eta: 1:51:54 time: 0.8538 data_time: 0.0338 memory: 18616 grad_norm: 0.1394 recall@thr=0.5: 0.8023 prec@thr=0.5: 0.8081 recall@top3: 0.9302 prec@top3: 0.6744 recall@top5: 1.0000 prec@top5: 0.4419 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 22:22:36 - mmengine - INFO - Epoch(train) [15][1420/1441] lr: 2.0000e-02 eta: 1:51:35 time: 0.8563 data_time: 0.0340 memory: 18616 grad_norm: 0.1394 recall@thr=0.5: 0.8285 prec@thr=0.5: 0.8686 recall@top3: 0.8798 prec@top3: 0.7756 recall@top5: 0.9936 prec@top5: 0.5385 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 22:22:54 - mmengine - INFO - Epoch(train) [15][1440/1441] lr: 2.0000e-02 eta: 1:51:16 time: 0.8609 data_time: 0.0421 memory: 18616 grad_norm: 0.1371 recall@thr=0.5: 0.7883 prec@thr=0.5: 0.8320 recall@top3: 0.8690 prec@top3: 0.7800 recall@top5: 0.9827 prec@top5: 0.5440 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 22:22:54 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 22:22:54 - mmengine - INFO - Epoch(train) [15][1441/1441] lr: 2.0000e-02 eta: 1:51:16 time: 0.8444 data_time: 0.0408 memory: 9568 grad_norm: 0.1408 recall@thr=0.5: 0.6482 prec@thr=0.5: 0.6798 recall@top3: 0.7904 prec@top3: 0.5965 recall@top5: 0.9588 prec@top5: 0.4211 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 22:22:54 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/08/07 22:23:00 - mmengine - INFO - Epoch(val) [15][20/6282] eta: 0:07:20 time: 0.0704 data_time: 0.0254 memory: 663 2022/08/07 22:23:01 - mmengine - INFO - Epoch(val) [15][40/6282] eta: 0:05:03 time: 0.0487 data_time: 0.0035 memory: 663 2022/08/07 22:23:02 - mmengine - INFO - Epoch(val) [15][60/6282] eta: 0:05:01 time: 0.0484 data_time: 0.0057 memory: 663 2022/08/07 22:23:03 - mmengine - INFO - Epoch(val) [15][80/6282] eta: 0:05:25 time: 0.0524 data_time: 0.0061 memory: 663 2022/08/07 22:23:04 - mmengine - INFO - Epoch(val) [15][100/6282] eta: 0:05:18 time: 0.0515 data_time: 0.0066 memory: 663 2022/08/07 22:23:06 - mmengine - INFO - Epoch(val) [15][120/6282] eta: 0:06:03 time: 0.0590 data_time: 0.0091 memory: 726 2022/08/07 22:23:07 - mmengine - INFO - Epoch(val) [15][140/6282] eta: 0:06:17 time: 0.0615 data_time: 0.0059 memory: 726 2022/08/07 22:23:08 - mmengine - INFO - Epoch(val) [15][160/6282] eta: 0:08:13 time: 0.0807 data_time: 0.0067 memory: 726 2022/08/07 22:23:10 - mmengine - INFO - Epoch(val) [15][180/6282] eta: 0:06:16 time: 0.0617 data_time: 0.0081 memory: 726 2022/08/07 22:23:11 - mmengine - INFO - Epoch(val) [15][200/6282] eta: 0:06:17 time: 0.0621 data_time: 0.0071 memory: 726 2022/08/07 22:23:12 - mmengine - INFO - Epoch(val) [15][220/6282] eta: 0:05:18 time: 0.0526 data_time: 0.0053 memory: 676 2022/08/07 22:23:13 - mmengine - INFO - Epoch(val) [15][240/6282] eta: 0:05:09 time: 0.0513 data_time: 0.0047 memory: 676 2022/08/07 22:23:14 - mmengine - INFO - Epoch(val) [15][260/6282] eta: 0:05:02 time: 0.0503 data_time: 0.0054 memory: 676 2022/08/07 22:23:15 - mmengine - INFO - Epoch(val) [15][280/6282] eta: 0:05:01 time: 0.0502 data_time: 0.0049 memory: 676 2022/08/07 22:23:16 - mmengine - INFO - Epoch(val) [15][300/6282] eta: 0:06:23 time: 0.0642 data_time: 0.0107 memory: 726 2022/08/07 22:23:18 - mmengine - INFO - Epoch(val) [15][320/6282] eta: 0:08:11 time: 0.0824 data_time: 0.0282 memory: 726 2022/08/07 22:23:20 - mmengine - INFO - Epoch(val) [15][340/6282] eta: 0:07:47 time: 0.0787 data_time: 0.0203 memory: 726 2022/08/07 22:23:21 - mmengine - INFO - Epoch(val) [15][360/6282] eta: 0:08:19 time: 0.0844 data_time: 0.0298 memory: 726 2022/08/07 22:23:23 - mmengine - INFO - Epoch(val) [15][380/6282] eta: 0:08:34 time: 0.0872 data_time: 0.0316 memory: 726 2022/08/07 22:23:25 - mmengine - INFO - Epoch(val) [15][400/6282] eta: 0:07:00 time: 0.0716 data_time: 0.0204 memory: 726 2022/08/07 22:23:26 - mmengine - INFO - Epoch(val) [15][420/6282] eta: 0:05:45 time: 0.0590 data_time: 0.0071 memory: 677 2022/08/07 22:23:27 - mmengine - INFO - Epoch(val) [15][440/6282] eta: 0:04:59 time: 0.0513 data_time: 0.0066 memory: 677 2022/08/07 22:23:28 - mmengine - INFO - Epoch(val) [15][460/6282] eta: 0:05:39 time: 0.0583 data_time: 0.0064 memory: 677 2022/08/07 22:23:29 - mmengine - INFO - Epoch(val) [15][480/6282] eta: 0:05:37 time: 0.0582 data_time: 0.0073 memory: 677 2022/08/07 22:23:30 - mmengine - INFO - Epoch(val) [15][500/6282] eta: 0:05:10 time: 0.0537 data_time: 0.0058 memory: 677 2022/08/07 22:23:31 - mmengine - INFO - Epoch(val) [15][520/6282] eta: 0:05:00 time: 0.0522 data_time: 0.0061 memory: 676 2022/08/07 22:23:32 - mmengine - INFO - Epoch(val) [15][540/6282] eta: 0:04:37 time: 0.0484 data_time: 0.0047 memory: 676 2022/08/07 22:23:33 - mmengine - INFO - Epoch(val) [15][560/6282] eta: 0:04:41 time: 0.0491 data_time: 0.0056 memory: 676 2022/08/07 22:23:34 - mmengine - INFO - Epoch(val) [15][580/6282] eta: 0:04:30 time: 0.0474 data_time: 0.0044 memory: 676 2022/08/07 22:23:36 - mmengine - INFO - Epoch(val) [15][600/6282] eta: 0:07:52 time: 0.0831 data_time: 0.0050 memory: 676 2022/08/07 22:23:37 - mmengine - INFO - Epoch(val) [15][620/6282] eta: 0:05:18 time: 0.0562 data_time: 0.0072 memory: 676 2022/08/07 22:23:38 - mmengine - INFO - Epoch(val) [15][640/6282] eta: 0:04:33 time: 0.0484 data_time: 0.0059 memory: 670 2022/08/07 22:23:39 - mmengine - INFO - Epoch(val) [15][660/6282] eta: 0:03:56 time: 0.0422 data_time: 0.0043 memory: 670 2022/08/07 22:23:40 - mmengine - INFO - Epoch(val) [15][680/6282] eta: 0:03:54 time: 0.0418 data_time: 0.0051 memory: 670 2022/08/07 22:23:41 - mmengine - INFO - Epoch(val) [15][700/6282] eta: 0:04:27 time: 0.0479 data_time: 0.0051 memory: 670 2022/08/07 22:23:43 - mmengine - INFO - Epoch(val) [15][720/6282] eta: 0:11:20 time: 0.1224 data_time: 0.0758 memory: 726 2022/08/07 22:23:47 - mmengine - INFO - Epoch(val) [15][740/6282] eta: 0:16:06 time: 0.1744 data_time: 0.1227 memory: 726 2022/08/07 22:23:49 - mmengine - INFO - Epoch(val) [15][760/6282] eta: 0:12:30 time: 0.1359 data_time: 0.0892 memory: 726 2022/08/07 22:23:53 - mmengine - INFO - Epoch(val) [15][780/6282] eta: 0:14:39 time: 0.1598 data_time: 0.1091 memory: 726 2022/08/07 22:23:56 - mmengine - INFO - Epoch(val) [15][800/6282] eta: 0:14:40 time: 0.1605 data_time: 0.0837 memory: 726 2022/08/07 22:23:57 - mmengine - INFO - Epoch(val) [15][820/6282] eta: 0:05:43 time: 0.0628 data_time: 0.0126 memory: 726 2022/08/07 22:23:58 - mmengine - INFO - Epoch(val) [15][840/6282] eta: 0:04:41 time: 0.0518 data_time: 0.0052 memory: 676 2022/08/07 22:23:59 - mmengine - INFO - Epoch(val) [15][860/6282] eta: 0:05:01 time: 0.0556 data_time: 0.0065 memory: 676 2022/08/07 22:24:00 - mmengine - INFO - Epoch(val) [15][880/6282] eta: 0:04:52 time: 0.0541 data_time: 0.0062 memory: 676 2022/08/07 22:24:02 - mmengine - INFO - Epoch(val) [15][900/6282] eta: 0:04:55 time: 0.0549 data_time: 0.0072 memory: 676 2022/08/07 22:24:03 - mmengine - INFO - Epoch(val) [15][920/6282] eta: 0:04:44 time: 0.0531 data_time: 0.0055 memory: 676 2022/08/07 22:24:04 - mmengine - INFO - Epoch(val) [15][940/6282] eta: 0:04:58 time: 0.0560 data_time: 0.0058 memory: 663 2022/08/07 22:24:05 - mmengine - INFO - Epoch(val) [15][960/6282] eta: 0:05:01 time: 0.0567 data_time: 0.0052 memory: 663 2022/08/07 22:24:06 - mmengine - INFO - Epoch(val) [15][980/6282] eta: 0:04:59 time: 0.0564 data_time: 0.0053 memory: 663 2022/08/07 22:24:07 - mmengine - INFO - Epoch(val) [15][1000/6282] eta: 0:04:37 time: 0.0524 data_time: 0.0059 memory: 663 2022/08/07 22:24:08 - mmengine - INFO - Epoch(val) [15][1020/6282] eta: 0:04:43 time: 0.0539 data_time: 0.0072 memory: 676 2022/08/07 22:24:09 - mmengine - INFO - Epoch(val) [15][1040/6282] eta: 0:04:52 time: 0.0557 data_time: 0.0070 memory: 676 2022/08/07 22:24:10 - mmengine - INFO - Epoch(val) [15][1060/6282] eta: 0:04:48 time: 0.0553 data_time: 0.0059 memory: 676 2022/08/07 22:24:12 - mmengine - INFO - Epoch(val) [15][1080/6282] eta: 0:04:40 time: 0.0539 data_time: 0.0055 memory: 676 2022/08/07 22:24:13 - mmengine - INFO - Epoch(val) [15][1100/6282] eta: 0:04:55 time: 0.0569 data_time: 0.0056 memory: 676 2022/08/07 22:24:14 - mmengine - INFO - Epoch(val) [15][1120/6282] eta: 0:05:01 time: 0.0585 data_time: 0.0073 memory: 676 2022/08/07 22:24:15 - mmengine - INFO - Epoch(val) [15][1140/6282] eta: 0:04:53 time: 0.0570 data_time: 0.0063 memory: 676 2022/08/07 22:24:17 - mmengine - INFO - Epoch(val) [15][1160/6282] eta: 0:07:11 time: 0.0842 data_time: 0.0082 memory: 676 2022/08/07 22:24:18 - mmengine - INFO - Epoch(val) [15][1180/6282] eta: 0:03:52 time: 0.0456 data_time: 0.0053 memory: 676 2022/08/07 22:24:19 - mmengine - INFO - Epoch(val) [15][1200/6282] eta: 0:03:54 time: 0.0462 data_time: 0.0054 memory: 676 2022/08/07 22:24:20 - mmengine - INFO - Epoch(val) [15][1220/6282] eta: 0:04:02 time: 0.0479 data_time: 0.0047 memory: 676 2022/08/07 22:24:23 - mmengine - INFO - Epoch(val) [15][1240/6282] eta: 0:13:22 time: 0.1591 data_time: 0.1079 memory: 726 2022/08/07 22:24:26 - mmengine - INFO - Epoch(val) [15][1260/6282] eta: 0:12:08 time: 0.1451 data_time: 0.0942 memory: 726 2022/08/07 22:24:29 - mmengine - INFO - Epoch(val) [15][1280/6282] eta: 0:14:01 time: 0.1683 data_time: 0.1194 memory: 726 2022/08/07 22:24:32 - mmengine - INFO - Epoch(val) [15][1300/6282] eta: 0:11:00 time: 0.1325 data_time: 0.0852 memory: 726 2022/08/07 22:24:35 - mmengine - INFO - Epoch(val) [15][1320/6282] eta: 0:13:22 time: 0.1616 data_time: 0.1106 memory: 726 2022/08/07 22:24:38 - mmengine - INFO - Epoch(val) [15][1340/6282] eta: 0:13:06 time: 0.1592 data_time: 0.0740 memory: 726 2022/08/07 22:24:42 - mmengine - INFO - Epoch(val) [15][1360/6282] eta: 0:13:53 time: 0.1694 data_time: 0.1204 memory: 726 2022/08/07 22:24:44 - mmengine - INFO - Epoch(val) [15][1380/6282] eta: 0:10:22 time: 0.1270 data_time: 0.0802 memory: 726 2022/08/07 22:24:47 - mmengine - INFO - Epoch(val) [15][1400/6282] eta: 0:12:56 time: 0.1591 data_time: 0.1095 memory: 726 2022/08/07 22:24:50 - mmengine - INFO - Epoch(val) [15][1420/6282] eta: 0:11:32 time: 0.1425 data_time: 0.0887 memory: 726 2022/08/07 22:24:52 - mmengine - INFO - Epoch(val) [15][1440/6282] eta: 0:08:21 time: 0.1036 data_time: 0.0472 memory: 726 2022/08/07 22:24:54 - mmengine - INFO - Epoch(val) [15][1460/6282] eta: 0:04:57 time: 0.0616 data_time: 0.0063 memory: 726 2022/08/07 22:24:55 - mmengine - INFO - Epoch(val) [15][1480/6282] eta: 0:05:16 time: 0.0659 data_time: 0.0065 memory: 726 2022/08/07 22:24:57 - mmengine - INFO - Epoch(val) [15][1500/6282] eta: 0:07:06 time: 0.0891 data_time: 0.0115 memory: 726 2022/08/07 22:24:58 - mmengine - INFO - Epoch(val) [15][1520/6282] eta: 0:04:58 time: 0.0626 data_time: 0.0076 memory: 798 2022/08/07 22:25:00 - mmengine - INFO - Epoch(val) [15][1540/6282] eta: 0:06:25 time: 0.0812 data_time: 0.0137 memory: 798 2022/08/07 22:25:01 - mmengine - INFO - Epoch(val) [15][1560/6282] eta: 0:05:42 time: 0.0724 data_time: 0.0109 memory: 798 2022/08/07 22:25:03 - mmengine - INFO - Epoch(val) [15][1580/6282] eta: 0:05:44 time: 0.0732 data_time: 0.0090 memory: 798 2022/08/07 22:25:04 - mmengine - INFO - Epoch(val) [15][1600/6282] eta: 0:05:36 time: 0.0719 data_time: 0.0076 memory: 798 2022/08/07 22:25:05 - mmengine - INFO - Epoch(val) [15][1620/6282] eta: 0:05:32 time: 0.0714 data_time: 0.0068 memory: 798 2022/08/07 22:25:07 - mmengine - INFO - Epoch(val) [15][1640/6282] eta: 0:04:39 time: 0.0602 data_time: 0.0068 memory: 726 2022/08/07 22:25:08 - mmengine - INFO - Epoch(val) [15][1660/6282] eta: 0:04:22 time: 0.0569 data_time: 0.0066 memory: 726 2022/08/07 22:25:09 - mmengine - INFO - Epoch(val) [15][1680/6282] eta: 0:04:13 time: 0.0550 data_time: 0.0053 memory: 726 2022/08/07 22:25:10 - mmengine - INFO - Epoch(val) [15][1700/6282] eta: 0:04:12 time: 0.0552 data_time: 0.0064 memory: 726 2022/08/07 22:25:11 - mmengine - INFO - Epoch(val) [15][1720/6282] eta: 0:04:07 time: 0.0542 data_time: 0.0050 memory: 726 2022/08/07 22:25:12 - mmengine - INFO - Epoch(val) [15][1740/6282] eta: 0:04:05 time: 0.0541 data_time: 0.0052 memory: 726 2022/08/07 22:25:13 - mmengine - INFO - Epoch(val) [15][1760/6282] eta: 0:04:12 time: 0.0558 data_time: 0.0070 memory: 726 2022/08/07 22:25:14 - mmengine - INFO - Epoch(val) [15][1780/6282] eta: 0:04:04 time: 0.0544 data_time: 0.0051 memory: 726 2022/08/07 22:25:16 - mmengine - INFO - Epoch(val) [15][1800/6282] eta: 0:05:53 time: 0.0789 data_time: 0.0053 memory: 726 2022/08/07 22:25:17 - mmengine - INFO - Epoch(val) [15][1820/6282] eta: 0:04:17 time: 0.0576 data_time: 0.0072 memory: 726 2022/08/07 22:25:19 - mmengine - INFO - Epoch(val) [15][1840/6282] eta: 0:06:21 time: 0.0859 data_time: 0.0336 memory: 726 2022/08/07 22:25:22 - mmengine - INFO - Epoch(val) [15][1860/6282] eta: 0:11:55 time: 0.1619 data_time: 0.1092 memory: 726 2022/08/07 22:25:25 - mmengine - INFO - Epoch(val) [15][1880/6282] eta: 0:10:15 time: 0.1398 data_time: 0.0876 memory: 726 2022/08/07 22:25:28 - mmengine - INFO - Epoch(val) [15][1900/6282] eta: 0:11:11 time: 0.1532 data_time: 0.0863 memory: 726 2022/08/07 22:25:31 - mmengine - INFO - Epoch(val) [15][1920/6282] eta: 0:09:41 time: 0.1332 data_time: 0.0826 memory: 726 2022/08/07 22:25:33 - mmengine - INFO - Epoch(val) [15][1940/6282] eta: 0:09:25 time: 0.1303 data_time: 0.0755 memory: 726 2022/08/07 22:25:35 - mmengine - INFO - Epoch(val) [15][1960/6282] eta: 0:04:04 time: 0.0565 data_time: 0.0062 memory: 677 2022/08/07 22:25:36 - mmengine - INFO - Epoch(val) [15][1980/6282] eta: 0:05:38 time: 0.0787 data_time: 0.0071 memory: 677 2022/08/07 22:25:37 - mmengine - INFO - Epoch(val) [15][2000/6282] eta: 0:03:59 time: 0.0560 data_time: 0.0071 memory: 677 2022/08/07 22:25:38 - mmengine - INFO - Epoch(val) [15][2020/6282] eta: 0:04:13 time: 0.0595 data_time: 0.0087 memory: 677 2022/08/07 22:25:40 - mmengine - INFO - Epoch(val) [15][2040/6282] eta: 0:03:40 time: 0.0520 data_time: 0.0063 memory: 677 2022/08/07 22:25:41 - mmengine - INFO - Epoch(val) [15][2060/6282] eta: 0:03:45 time: 0.0535 data_time: 0.0056 memory: 677 2022/08/07 22:25:42 - mmengine - INFO - Epoch(val) [15][2080/6282] eta: 0:04:01 time: 0.0575 data_time: 0.0070 memory: 677 2022/08/07 22:25:43 - mmengine - INFO - Epoch(val) [15][2100/6282] eta: 0:03:49 time: 0.0550 data_time: 0.0080 memory: 677 2022/08/07 22:25:44 - mmengine - INFO - Epoch(val) [15][2120/6282] eta: 0:03:55 time: 0.0565 data_time: 0.0057 memory: 677 2022/08/07 22:25:45 - mmengine - INFO - Epoch(val) [15][2140/6282] eta: 0:03:52 time: 0.0563 data_time: 0.0086 memory: 677 2022/08/07 22:25:46 - mmengine - INFO - Epoch(val) [15][2160/6282] eta: 0:04:07 time: 0.0600 data_time: 0.0083 memory: 676 2022/08/07 22:25:47 - mmengine - INFO - Epoch(val) [15][2180/6282] eta: 0:03:36 time: 0.0527 data_time: 0.0067 memory: 676 2022/08/07 22:25:49 - mmengine - INFO - Epoch(val) [15][2200/6282] eta: 0:03:52 time: 0.0570 data_time: 0.0068 memory: 676 2022/08/07 22:25:50 - mmengine - INFO - Epoch(val) [15][2220/6282] eta: 0:03:43 time: 0.0550 data_time: 0.0044 memory: 676 2022/08/07 22:25:51 - mmengine - INFO - Epoch(val) [15][2240/6282] eta: 0:03:39 time: 0.0543 data_time: 0.0067 memory: 676 2022/08/07 22:25:52 - mmengine - INFO - Epoch(val) [15][2260/6282] eta: 0:03:29 time: 0.0521 data_time: 0.0058 memory: 677 2022/08/07 22:25:53 - mmengine - INFO - Epoch(val) [15][2280/6282] eta: 0:03:33 time: 0.0533 data_time: 0.0053 memory: 677 2022/08/07 22:25:54 - mmengine - INFO - Epoch(val) [15][2300/6282] eta: 0:03:42 time: 0.0559 data_time: 0.0072 memory: 677 2022/08/07 22:25:55 - mmengine - INFO - Epoch(val) [15][2320/6282] eta: 0:03:46 time: 0.0573 data_time: 0.0064 memory: 677 2022/08/07 22:25:57 - mmengine - INFO - Epoch(val) [15][2340/6282] eta: 0:05:10 time: 0.0788 data_time: 0.0053 memory: 677 2022/08/07 22:25:58 - mmengine - INFO - Epoch(val) [15][2360/6282] eta: 0:03:40 time: 0.0563 data_time: 0.0073 memory: 676 2022/08/07 22:25:59 - mmengine - INFO - Epoch(val) [15][2380/6282] eta: 0:03:26 time: 0.0530 data_time: 0.0067 memory: 676 2022/08/07 22:26:00 - mmengine - INFO - Epoch(val) [15][2400/6282] eta: 0:03:24 time: 0.0527 data_time: 0.0049 memory: 676 2022/08/07 22:26:01 - mmengine - INFO - Epoch(val) [15][2420/6282] eta: 0:03:19 time: 0.0518 data_time: 0.0075 memory: 676 2022/08/07 22:26:02 - mmengine - INFO - Epoch(val) [15][2440/6282] eta: 0:03:20 time: 0.0522 data_time: 0.0072 memory: 676 2022/08/07 22:26:04 - mmengine - INFO - Epoch(val) [15][2460/6282] eta: 0:05:09 time: 0.0809 data_time: 0.0266 memory: 726 2022/08/07 22:26:06 - mmengine - INFO - Epoch(val) [15][2480/6282] eta: 0:05:41 time: 0.0898 data_time: 0.0345 memory: 726 2022/08/07 22:26:07 - mmengine - INFO - Epoch(val) [15][2500/6282] eta: 0:05:00 time: 0.0795 data_time: 0.0325 memory: 726 2022/08/07 22:26:09 - mmengine - INFO - Epoch(val) [15][2520/6282] eta: 0:05:13 time: 0.0834 data_time: 0.0369 memory: 726 2022/08/07 22:26:11 - mmengine - INFO - Epoch(val) [15][2540/6282] eta: 0:07:17 time: 0.1170 data_time: 0.0665 memory: 726 2022/08/07 22:26:14 - mmengine - INFO - Epoch(val) [15][2560/6282] eta: 0:08:31 time: 0.1375 data_time: 0.0892 memory: 726 2022/08/07 22:26:18 - mmengine - INFO - Epoch(val) [15][2580/6282] eta: 0:12:13 time: 0.1980 data_time: 0.1185 memory: 726 2022/08/07 22:26:21 - mmengine - INFO - Epoch(val) [15][2600/6282] eta: 0:08:28 time: 0.1381 data_time: 0.0887 memory: 726 2022/08/07 22:26:24 - mmengine - INFO - Epoch(val) [15][2620/6282] eta: 0:10:27 time: 0.1715 data_time: 0.1198 memory: 726 2022/08/07 22:26:27 - mmengine - INFO - Epoch(val) [15][2640/6282] eta: 0:08:46 time: 0.1446 data_time: 0.0914 memory: 726 2022/08/07 22:26:29 - mmengine - INFO - Epoch(val) [15][2660/6282] eta: 0:05:00 time: 0.0828 data_time: 0.0200 memory: 791 2022/08/07 22:26:31 - mmengine - INFO - Epoch(val) [15][2680/6282] eta: 0:05:40 time: 0.0946 data_time: 0.0068 memory: 791 2022/08/07 22:26:32 - mmengine - INFO - Epoch(val) [15][2700/6282] eta: 0:04:31 time: 0.0758 data_time: 0.0090 memory: 791 2022/08/07 22:26:34 - mmengine - INFO - Epoch(val) [15][2720/6282] eta: 0:04:29 time: 0.0756 data_time: 0.0110 memory: 791 2022/08/07 22:26:35 - mmengine - INFO - Epoch(val) [15][2740/6282] eta: 0:04:26 time: 0.0753 data_time: 0.0148 memory: 791 2022/08/07 22:26:37 - mmengine - INFO - Epoch(val) [15][2760/6282] eta: 0:03:18 time: 0.0564 data_time: 0.0078 memory: 677 2022/08/07 22:26:38 - mmengine - INFO - Epoch(val) [15][2780/6282] eta: 0:03:03 time: 0.0524 data_time: 0.0053 memory: 677 2022/08/07 22:26:39 - mmengine - INFO - Epoch(val) [15][2800/6282] eta: 0:03:01 time: 0.0522 data_time: 0.0064 memory: 677 2022/08/07 22:26:40 - mmengine - INFO - Epoch(val) [15][2820/6282] eta: 0:02:54 time: 0.0503 data_time: 0.0064 memory: 677 2022/08/07 22:26:41 - mmengine - INFO - Epoch(val) [15][2840/6282] eta: 0:02:56 time: 0.0513 data_time: 0.0064 memory: 677 2022/08/07 22:26:42 - mmengine - INFO - Epoch(val) [15][2860/6282] eta: 0:04:24 time: 0.0773 data_time: 0.0048 memory: 726 2022/08/07 22:26:43 - mmengine - INFO - Epoch(val) [15][2880/6282] eta: 0:03:09 time: 0.0556 data_time: 0.0053 memory: 726 2022/08/07 22:26:45 - mmengine - INFO - Epoch(val) [15][2900/6282] eta: 0:04:02 time: 0.0718 data_time: 0.0207 memory: 726 2022/08/07 22:26:46 - mmengine - INFO - Epoch(val) [15][2920/6282] eta: 0:03:25 time: 0.0611 data_time: 0.0093 memory: 726 2022/08/07 22:26:47 - mmengine - INFO - Epoch(val) [15][2940/6282] eta: 0:02:52 time: 0.0517 data_time: 0.0057 memory: 698 2022/08/07 22:26:48 - mmengine - INFO - Epoch(val) [15][2960/6282] eta: 0:02:39 time: 0.0481 data_time: 0.0046 memory: 698 2022/08/07 22:26:49 - mmengine - INFO - Epoch(val) [15][2980/6282] eta: 0:02:41 time: 0.0488 data_time: 0.0054 memory: 698 2022/08/07 22:26:50 - mmengine - INFO - Epoch(val) [15][3000/6282] eta: 0:02:41 time: 0.0492 data_time: 0.0047 memory: 698 2022/08/07 22:26:51 - mmengine - INFO - Epoch(val) [15][3020/6282] eta: 0:03:03 time: 0.0564 data_time: 0.0059 memory: 726 2022/08/07 22:26:53 - mmengine - INFO - Epoch(val) [15][3040/6282] eta: 0:03:20 time: 0.0618 data_time: 0.0081 memory: 726 2022/08/07 22:26:54 - mmengine - INFO - Epoch(val) [15][3060/6282] eta: 0:03:22 time: 0.0627 data_time: 0.0072 memory: 726 2022/08/07 22:26:55 - mmengine - INFO - Epoch(val) [15][3080/6282] eta: 0:03:07 time: 0.0586 data_time: 0.0065 memory: 726 2022/08/07 22:26:57 - mmengine - INFO - Epoch(val) [15][3100/6282] eta: 0:04:21 time: 0.0823 data_time: 0.0056 memory: 726 2022/08/07 22:26:58 - mmengine - INFO - Epoch(val) [15][3120/6282] eta: 0:03:11 time: 0.0605 data_time: 0.0079 memory: 677 2022/08/07 22:26:59 - mmengine - INFO - Epoch(val) [15][3140/6282] eta: 0:02:39 time: 0.0509 data_time: 0.0061 memory: 677 2022/08/07 22:27:00 - mmengine - INFO - Epoch(val) [15][3160/6282] eta: 0:02:45 time: 0.0530 data_time: 0.0060 memory: 677 2022/08/07 22:27:01 - mmengine - INFO - Epoch(val) [15][3180/6282] eta: 0:02:38 time: 0.0512 data_time: 0.0056 memory: 677 2022/08/07 22:27:02 - mmengine - INFO - Epoch(val) [15][3200/6282] eta: 0:03:31 time: 0.0687 data_time: 0.0169 memory: 726 2022/08/07 22:27:04 - mmengine - INFO - Epoch(val) [15][3220/6282] eta: 0:04:39 time: 0.0914 data_time: 0.0344 memory: 726 2022/08/07 22:27:06 - mmengine - INFO - Epoch(val) [15][3240/6282] eta: 0:03:29 time: 0.0688 data_time: 0.0127 memory: 726 2022/08/07 22:27:07 - mmengine - INFO - Epoch(val) [15][3260/6282] eta: 0:04:10 time: 0.0829 data_time: 0.0287 memory: 726 2022/08/07 22:27:09 - mmengine - INFO - Epoch(val) [15][3280/6282] eta: 0:03:03 time: 0.0610 data_time: 0.0070 memory: 726 2022/08/07 22:27:10 - mmengine - INFO - Epoch(val) [15][3300/6282] eta: 0:02:51 time: 0.0574 data_time: 0.0056 memory: 726 2022/08/07 22:27:11 - mmengine - INFO - Epoch(val) [15][3320/6282] eta: 0:02:54 time: 0.0591 data_time: 0.0065 memory: 726 2022/08/07 22:27:12 - mmengine - INFO - Epoch(val) [15][3340/6282] eta: 0:02:59 time: 0.0608 data_time: 0.0065 memory: 726 2022/08/07 22:27:13 - mmengine - INFO - Epoch(val) [15][3360/6282] eta: 0:02:56 time: 0.0604 data_time: 0.0067 memory: 726 2022/08/07 22:27:14 - mmengine - INFO - Epoch(val) [15][3380/6282] eta: 0:02:38 time: 0.0546 data_time: 0.0057 memory: 726 2022/08/07 22:27:16 - mmengine - INFO - Epoch(val) [15][3400/6282] eta: 0:02:33 time: 0.0534 data_time: 0.0061 memory: 676 2022/08/07 22:27:17 - mmengine - INFO - Epoch(val) [15][3420/6282] eta: 0:03:29 time: 0.0733 data_time: 0.0053 memory: 676 2022/08/07 22:27:18 - mmengine - INFO - Epoch(val) [15][3440/6282] eta: 0:02:22 time: 0.0500 data_time: 0.0049 memory: 676 2022/08/07 22:27:19 - mmengine - INFO - Epoch(val) [15][3460/6282] eta: 0:02:17 time: 0.0488 data_time: 0.0047 memory: 676 2022/08/07 22:27:20 - mmengine - INFO - Epoch(val) [15][3480/6282] eta: 0:02:19 time: 0.0498 data_time: 0.0045 memory: 676 2022/08/07 22:27:21 - mmengine - INFO - Epoch(val) [15][3500/6282] eta: 0:02:16 time: 0.0490 data_time: 0.0056 memory: 676 2022/08/07 22:27:22 - mmengine - INFO - Epoch(val) [15][3520/6282] eta: 0:02:17 time: 0.0498 data_time: 0.0053 memory: 676 2022/08/07 22:27:23 - mmengine - INFO - Epoch(val) [15][3540/6282] eta: 0:02:13 time: 0.0486 data_time: 0.0047 memory: 676 2022/08/07 22:27:24 - mmengine - INFO - Epoch(val) [15][3560/6282] eta: 0:02:14 time: 0.0493 data_time: 0.0050 memory: 676 2022/08/07 22:27:25 - mmengine - INFO - Epoch(val) [15][3580/6282] eta: 0:02:29 time: 0.0555 data_time: 0.0061 memory: 712 2022/08/07 22:27:26 - mmengine - INFO - Epoch(val) [15][3600/6282] eta: 0:02:50 time: 0.0634 data_time: 0.0088 memory: 712 2022/08/07 22:27:28 - mmengine - INFO - Epoch(val) [15][3620/6282] eta: 0:02:35 time: 0.0586 data_time: 0.0062 memory: 712 2022/08/07 22:27:29 - mmengine - INFO - Epoch(val) [15][3640/6282] eta: 0:02:35 time: 0.0587 data_time: 0.0071 memory: 712 2022/08/07 22:27:30 - mmengine - INFO - Epoch(val) [15][3660/6282] eta: 0:02:24 time: 0.0549 data_time: 0.0063 memory: 712 2022/08/07 22:27:31 - mmengine - INFO - Epoch(val) [15][3680/6282] eta: 0:02:45 time: 0.0637 data_time: 0.0120 memory: 726 2022/08/07 22:27:33 - mmengine - INFO - Epoch(val) [15][3700/6282] eta: 0:03:40 time: 0.0856 data_time: 0.0298 memory: 726 2022/08/07 22:27:35 - mmengine - INFO - Epoch(val) [15][3720/6282] eta: 0:03:33 time: 0.0835 data_time: 0.0316 memory: 726 2022/08/07 22:27:37 - mmengine - INFO - Epoch(val) [15][3740/6282] eta: 0:04:15 time: 0.1004 data_time: 0.0233 memory: 726 2022/08/07 22:27:38 - mmengine - INFO - Epoch(val) [15][3760/6282] eta: 0:02:54 time: 0.0692 data_time: 0.0112 memory: 726 2022/08/07 22:27:40 - mmengine - INFO - Epoch(val) [15][3780/6282] eta: 0:03:54 time: 0.0937 data_time: 0.0373 memory: 726 2022/08/07 22:27:42 - mmengine - INFO - Epoch(val) [15][3800/6282] eta: 0:03:11 time: 0.0771 data_time: 0.0260 memory: 726 2022/08/07 22:27:43 - mmengine - INFO - Epoch(val) [15][3820/6282] eta: 0:03:55 time: 0.0956 data_time: 0.0423 memory: 726 2022/08/07 22:27:45 - mmengine - INFO - Epoch(val) [15][3840/6282] eta: 0:03:02 time: 0.0747 data_time: 0.0232 memory: 726 2022/08/07 22:27:47 - mmengine - INFO - Epoch(val) [15][3860/6282] eta: 0:03:57 time: 0.0981 data_time: 0.0413 memory: 726 2022/08/07 22:27:49 - mmengine - INFO - Epoch(val) [15][3880/6282] eta: 0:03:16 time: 0.0817 data_time: 0.0289 memory: 726 2022/08/07 22:27:50 - mmengine - INFO - Epoch(val) [15][3900/6282] eta: 0:03:26 time: 0.0866 data_time: 0.0344 memory: 726 2022/08/07 22:27:52 - mmengine - INFO - Epoch(val) [15][3920/6282] eta: 0:03:20 time: 0.0848 data_time: 0.0337 memory: 726 2022/08/07 22:27:54 - mmengine - INFO - Epoch(val) [15][3940/6282] eta: 0:03:14 time: 0.0830 data_time: 0.0289 memory: 726 2022/08/07 22:27:55 - mmengine - INFO - Epoch(val) [15][3960/6282] eta: 0:02:07 time: 0.0551 data_time: 0.0054 memory: 726 2022/08/07 22:27:56 - mmengine - INFO - Epoch(val) [15][3980/6282] eta: 0:02:58 time: 0.0775 data_time: 0.0045 memory: 726 2022/08/07 22:27:57 - mmengine - INFO - Epoch(val) [15][4000/6282] eta: 0:01:56 time: 0.0512 data_time: 0.0045 memory: 726 2022/08/07 22:27:58 - mmengine - INFO - Epoch(val) [15][4020/6282] eta: 0:01:51 time: 0.0495 data_time: 0.0042 memory: 726 2022/08/07 22:28:00 - mmengine - INFO - Epoch(val) [15][4040/6282] eta: 0:01:55 time: 0.0516 data_time: 0.0046 memory: 791 2022/08/07 22:28:01 - mmengine - INFO - Epoch(val) [15][4060/6282] eta: 0:02:25 time: 0.0656 data_time: 0.0069 memory: 791 2022/08/07 22:28:02 - mmengine - INFO - Epoch(val) [15][4080/6282] eta: 0:02:28 time: 0.0676 data_time: 0.0072 memory: 791 2022/08/07 22:28:04 - mmengine - INFO - Epoch(val) [15][4100/6282] eta: 0:02:34 time: 0.0710 data_time: 0.0078 memory: 791 2022/08/07 22:28:05 - mmengine - INFO - Epoch(val) [15][4120/6282] eta: 0:02:33 time: 0.0709 data_time: 0.0087 memory: 791 2022/08/07 22:28:06 - mmengine - INFO - Epoch(val) [15][4140/6282] eta: 0:02:27 time: 0.0691 data_time: 0.0103 memory: 791 2022/08/07 22:28:08 - mmengine - INFO - Epoch(val) [15][4160/6282] eta: 0:01:54 time: 0.0541 data_time: 0.0063 memory: 676 2022/08/07 22:28:09 - mmengine - INFO - Epoch(val) [15][4180/6282] eta: 0:01:50 time: 0.0525 data_time: 0.0055 memory: 676 2022/08/07 22:28:10 - mmengine - INFO - Epoch(val) [15][4200/6282] eta: 0:01:54 time: 0.0551 data_time: 0.0067 memory: 676 2022/08/07 22:28:11 - mmengine - INFO - Epoch(val) [15][4220/6282] eta: 0:01:47 time: 0.0522 data_time: 0.0059 memory: 676 2022/08/07 22:28:12 - mmengine - INFO - Epoch(val) [15][4240/6282] eta: 0:01:43 time: 0.0508 data_time: 0.0062 memory: 677 2022/08/07 22:28:13 - mmengine - INFO - Epoch(val) [15][4260/6282] eta: 0:01:43 time: 0.0512 data_time: 0.0054 memory: 677 2022/08/07 22:28:14 - mmengine - INFO - Epoch(val) [15][4280/6282] eta: 0:01:34 time: 0.0472 data_time: 0.0048 memory: 677 2022/08/07 22:28:15 - mmengine - INFO - Epoch(val) [15][4300/6282] eta: 0:01:33 time: 0.0471 data_time: 0.0056 memory: 677 2022/08/07 22:28:16 - mmengine - INFO - Epoch(val) [15][4320/6282] eta: 0:02:24 time: 0.0738 data_time: 0.0047 memory: 677 2022/08/07 22:28:17 - mmengine - INFO - Epoch(val) [15][4340/6282] eta: 0:01:32 time: 0.0478 data_time: 0.0049 memory: 677 2022/08/07 22:28:18 - mmengine - INFO - Epoch(val) [15][4360/6282] eta: 0:01:53 time: 0.0591 data_time: 0.0057 memory: 726 2022/08/07 22:28:20 - mmengine - INFO - Epoch(val) [15][4380/6282] eta: 0:01:52 time: 0.0593 data_time: 0.0065 memory: 726 2022/08/07 22:28:21 - mmengine - INFO - Epoch(val) [15][4400/6282] eta: 0:01:49 time: 0.0583 data_time: 0.0081 memory: 726 2022/08/07 22:28:22 - mmengine - INFO - Epoch(val) [15][4420/6282] eta: 0:01:51 time: 0.0599 data_time: 0.0067 memory: 726 2022/08/07 22:28:23 - mmengine - INFO - Epoch(val) [15][4440/6282] eta: 0:02:01 time: 0.0660 data_time: 0.0080 memory: 733 2022/08/07 22:28:25 - mmengine - INFO - Epoch(val) [15][4460/6282] eta: 0:01:51 time: 0.0609 data_time: 0.0075 memory: 733 2022/08/07 22:28:26 - mmengine - INFO - Epoch(val) [15][4480/6282] eta: 0:01:56 time: 0.0646 data_time: 0.0078 memory: 733 2022/08/07 22:28:27 - mmengine - INFO - Epoch(val) [15][4500/6282] eta: 0:01:53 time: 0.0637 data_time: 0.0081 memory: 733 2022/08/07 22:28:28 - mmengine - INFO - Epoch(val) [15][4520/6282] eta: 0:01:44 time: 0.0594 data_time: 0.0077 memory: 733 2022/08/07 22:28:30 - mmengine - INFO - Epoch(val) [15][4540/6282] eta: 0:01:33 time: 0.0539 data_time: 0.0062 memory: 677 2022/08/07 22:28:31 - mmengine - INFO - Epoch(val) [15][4560/6282] eta: 0:01:30 time: 0.0526 data_time: 0.0061 memory: 677 2022/08/07 22:28:32 - mmengine - INFO - Epoch(val) [15][4580/6282] eta: 0:01:27 time: 0.0515 data_time: 0.0055 memory: 677 2022/08/07 22:28:33 - mmengine - INFO - Epoch(val) [15][4600/6282] eta: 0:01:24 time: 0.0501 data_time: 0.0055 memory: 677 2022/08/07 22:28:34 - mmengine - INFO - Epoch(val) [15][4620/6282] eta: 0:01:23 time: 0.0504 data_time: 0.0048 memory: 677 2022/08/07 22:28:35 - mmengine - INFO - Epoch(val) [15][4640/6282] eta: 0:01:39 time: 0.0604 data_time: 0.0067 memory: 733 2022/08/07 22:28:37 - mmengine - INFO - Epoch(val) [15][4660/6282] eta: 0:02:15 time: 0.0835 data_time: 0.0050 memory: 733 2022/08/07 22:28:38 - mmengine - INFO - Epoch(val) [15][4680/6282] eta: 0:01:34 time: 0.0590 data_time: 0.0059 memory: 733 2022/08/07 22:28:39 - mmengine - INFO - Epoch(val) [15][4700/6282] eta: 0:01:30 time: 0.0571 data_time: 0.0057 memory: 733 2022/08/07 22:28:40 - mmengine - INFO - Epoch(val) [15][4720/6282] eta: 0:01:30 time: 0.0579 data_time: 0.0052 memory: 733 2022/08/07 22:28:41 - mmengine - INFO - Epoch(val) [15][4740/6282] eta: 0:01:26 time: 0.0559 data_time: 0.0058 memory: 698 2022/08/07 22:28:42 - mmengine - INFO - Epoch(val) [15][4760/6282] eta: 0:01:25 time: 0.0561 data_time: 0.0055 memory: 698 2022/08/07 22:28:44 - mmengine - INFO - Epoch(val) [15][4780/6282] eta: 0:01:27 time: 0.0579 data_time: 0.0066 memory: 698 2022/08/07 22:28:45 - mmengine - INFO - Epoch(val) [15][4800/6282] eta: 0:01:19 time: 0.0537 data_time: 0.0053 memory: 698 2022/08/07 22:28:46 - mmengine - INFO - Epoch(val) [15][4820/6282] eta: 0:01:23 time: 0.0573 data_time: 0.0058 memory: 726 2022/08/07 22:28:48 - mmengine - INFO - Epoch(val) [15][4840/6282] eta: 0:02:14 time: 0.0935 data_time: 0.0137 memory: 726 2022/08/07 22:28:49 - mmengine - INFO - Epoch(val) [15][4860/6282] eta: 0:01:23 time: 0.0586 data_time: 0.0072 memory: 726 2022/08/07 22:28:50 - mmengine - INFO - Epoch(val) [15][4880/6282] eta: 0:01:27 time: 0.0627 data_time: 0.0064 memory: 726 2022/08/07 22:28:51 - mmengine - INFO - Epoch(val) [15][4900/6282] eta: 0:01:23 time: 0.0603 data_time: 0.0062 memory: 726 2022/08/07 22:28:53 - mmengine - INFO - Epoch(val) [15][4920/6282] eta: 0:01:25 time: 0.0631 data_time: 0.0063 memory: 726 2022/08/07 22:28:54 - mmengine - INFO - Epoch(val) [15][4940/6282] eta: 0:01:23 time: 0.0625 data_time: 0.0069 memory: 726 2022/08/07 22:28:55 - mmengine - INFO - Epoch(val) [15][4960/6282] eta: 0:01:20 time: 0.0607 data_time: 0.0067 memory: 726 2022/08/07 22:28:56 - mmengine - INFO - Epoch(val) [15][4980/6282] eta: 0:01:19 time: 0.0607 data_time: 0.0059 memory: 726 2022/08/07 22:28:58 - mmengine - INFO - Epoch(val) [15][5000/6282] eta: 0:01:19 time: 0.0622 data_time: 0.0074 memory: 726 2022/08/07 22:28:59 - mmengine - INFO - Epoch(val) [15][5020/6282] eta: 0:01:17 time: 0.0617 data_time: 0.0080 memory: 726 2022/08/07 22:29:00 - mmengine - INFO - Epoch(val) [15][5040/6282] eta: 0:01:07 time: 0.0547 data_time: 0.0057 memory: 677 2022/08/07 22:29:02 - mmengine - INFO - Epoch(val) [15][5060/6282] eta: 0:01:33 time: 0.0769 data_time: 0.0040 memory: 677 2022/08/07 22:29:03 - mmengine - INFO - Epoch(val) [15][5080/6282] eta: 0:01:07 time: 0.0562 data_time: 0.0067 memory: 677 2022/08/07 22:29:04 - mmengine - INFO - Epoch(val) [15][5100/6282] eta: 0:01:04 time: 0.0544 data_time: 0.0083 memory: 677 2022/08/07 22:29:05 - mmengine - INFO - Epoch(val) [15][5120/6282] eta: 0:01:05 time: 0.0563 data_time: 0.0062 memory: 677 2022/08/07 22:29:06 - mmengine - INFO - Epoch(val) [15][5140/6282] eta: 0:01:04 time: 0.0565 data_time: 0.0060 memory: 676 2022/08/07 22:29:07 - mmengine - INFO - Epoch(val) [15][5160/6282] eta: 0:01:01 time: 0.0546 data_time: 0.0080 memory: 676 2022/08/07 22:29:08 - mmengine - INFO - Epoch(val) [15][5180/6282] eta: 0:01:01 time: 0.0558 data_time: 0.0065 memory: 676 2022/08/07 22:29:09 - mmengine - INFO - Epoch(val) [15][5200/6282] eta: 0:00:56 time: 0.0523 data_time: 0.0055 memory: 676 2022/08/07 22:29:11 - mmengine - INFO - Epoch(val) [15][5220/6282] eta: 0:00:57 time: 0.0544 data_time: 0.0077 memory: 676 2022/08/07 22:29:12 - mmengine - INFO - Epoch(val) [15][5240/6282] eta: 0:00:59 time: 0.0572 data_time: 0.0061 memory: 676 2022/08/07 22:29:13 - mmengine - INFO - Epoch(val) [15][5260/6282] eta: 0:00:56 time: 0.0556 data_time: 0.0070 memory: 676 2022/08/07 22:29:14 - mmengine - INFO - Epoch(val) [15][5280/6282] eta: 0:01:19 time: 0.0793 data_time: 0.0062 memory: 676 2022/08/07 22:29:15 - mmengine - INFO - Epoch(val) [15][5300/6282] eta: 0:00:51 time: 0.0527 data_time: 0.0051 memory: 676 2022/08/07 22:29:16 - mmengine - INFO - Epoch(val) [15][5320/6282] eta: 0:00:49 time: 0.0510 data_time: 0.0052 memory: 676 2022/08/07 22:29:18 - mmengine - INFO - Epoch(val) [15][5340/6282] eta: 0:00:52 time: 0.0558 data_time: 0.0060 memory: 676 2022/08/07 22:29:19 - mmengine - INFO - Epoch(val) [15][5360/6282] eta: 0:00:49 time: 0.0533 data_time: 0.0054 memory: 676 2022/08/07 22:29:20 - mmengine - INFO - Epoch(val) [15][5380/6282] eta: 0:00:51 time: 0.0571 data_time: 0.0077 memory: 676 2022/08/07 22:29:21 - mmengine - INFO - Epoch(val) [15][5400/6282] eta: 0:00:49 time: 0.0560 data_time: 0.0073 memory: 676 2022/08/07 22:29:22 - mmengine - INFO - Epoch(val) [15][5420/6282] eta: 0:00:47 time: 0.0553 data_time: 0.0074 memory: 676 2022/08/07 22:29:23 - mmengine - INFO - Epoch(val) [15][5440/6282] eta: 0:00:45 time: 0.0537 data_time: 0.0072 memory: 676 2022/08/07 22:29:24 - mmengine - INFO - Epoch(val) [15][5460/6282] eta: 0:00:45 time: 0.0552 data_time: 0.0066 memory: 676 2022/08/07 22:29:25 - mmengine - INFO - Epoch(val) [15][5480/6282] eta: 0:00:43 time: 0.0536 data_time: 0.0062 memory: 676 2022/08/07 22:29:27 - mmengine - INFO - Epoch(val) [15][5500/6282] eta: 0:01:02 time: 0.0798 data_time: 0.0061 memory: 676 2022/08/07 22:29:28 - mmengine - INFO - Epoch(val) [15][5520/6282] eta: 0:00:44 time: 0.0587 data_time: 0.0069 memory: 691 2022/08/07 22:29:29 - mmengine - INFO - Epoch(val) [15][5540/6282] eta: 0:00:42 time: 0.0572 data_time: 0.0062 memory: 691 2022/08/07 22:29:31 - mmengine - INFO - Epoch(val) [15][5560/6282] eta: 0:00:41 time: 0.0575 data_time: 0.0078 memory: 691 2022/08/07 22:29:32 - mmengine - INFO - Epoch(val) [15][5580/6282] eta: 0:00:39 time: 0.0567 data_time: 0.0074 memory: 691 2022/08/07 22:29:33 - mmengine - INFO - Epoch(val) [15][5600/6282] eta: 0:00:37 time: 0.0553 data_time: 0.0051 memory: 691 2022/08/07 22:29:34 - mmengine - INFO - Epoch(val) [15][5620/6282] eta: 0:00:33 time: 0.0504 data_time: 0.0055 memory: 691 2022/08/07 22:29:35 - mmengine - INFO - Epoch(val) [15][5640/6282] eta: 0:00:30 time: 0.0481 data_time: 0.0058 memory: 676 2022/08/07 22:29:36 - mmengine - INFO - Epoch(val) [15][5660/6282] eta: 0:00:29 time: 0.0476 data_time: 0.0051 memory: 676 2022/08/07 22:29:37 - mmengine - INFO - Epoch(val) [15][5680/6282] eta: 0:00:30 time: 0.0512 data_time: 0.0056 memory: 676 2022/08/07 22:29:38 - mmengine - INFO - Epoch(val) [15][5700/6282] eta: 0:00:29 time: 0.0511 data_time: 0.0047 memory: 676 2022/08/07 22:29:39 - mmengine - INFO - Epoch(val) [15][5720/6282] eta: 0:00:29 time: 0.0520 data_time: 0.0054 memory: 705 2022/08/07 22:29:40 - mmengine - INFO - Epoch(val) [15][5740/6282] eta: 0:00:30 time: 0.0565 data_time: 0.0071 memory: 705 2022/08/07 22:29:41 - mmengine - INFO - Epoch(val) [15][5760/6282] eta: 0:00:31 time: 0.0597 data_time: 0.0071 memory: 705 2022/08/07 22:29:42 - mmengine - INFO - Epoch(val) [15][5780/6282] eta: 0:00:27 time: 0.0552 data_time: 0.0070 memory: 705 2022/08/07 22:29:44 - mmengine - INFO - Epoch(val) [15][5800/6282] eta: 0:00:27 time: 0.0575 data_time: 0.0068 memory: 705 2022/08/07 22:29:45 - mmengine - INFO - Epoch(val) [15][5820/6282] eta: 0:00:26 time: 0.0570 data_time: 0.0062 memory: 705 2022/08/07 22:29:46 - mmengine - INFO - Epoch(val) [15][5840/6282] eta: 0:00:34 time: 0.0787 data_time: 0.0078 memory: 691 2022/08/07 22:29:47 - mmengine - INFO - Epoch(val) [15][5860/6282] eta: 0:00:21 time: 0.0518 data_time: 0.0061 memory: 691 2022/08/07 22:29:49 - mmengine - INFO - Epoch(val) [15][5880/6282] eta: 0:00:23 time: 0.0586 data_time: 0.0085 memory: 691 2022/08/07 22:29:50 - mmengine - INFO - Epoch(val) [15][5900/6282] eta: 0:00:20 time: 0.0545 data_time: 0.0069 memory: 691 2022/08/07 22:29:51 - mmengine - INFO - Epoch(val) [15][5920/6282] eta: 0:00:20 time: 0.0560 data_time: 0.0059 memory: 691 2022/08/07 22:29:52 - mmengine - INFO - Epoch(val) [15][5940/6282] eta: 0:00:18 time: 0.0539 data_time: 0.0050 memory: 676 2022/08/07 22:29:53 - mmengine - INFO - Epoch(val) [15][5960/6282] eta: 0:00:17 time: 0.0548 data_time: 0.0065 memory: 676 2022/08/07 22:29:54 - mmengine - INFO - Epoch(val) [15][5980/6282] eta: 0:00:16 time: 0.0552 data_time: 0.0080 memory: 676 2022/08/07 22:29:55 - mmengine - INFO - Epoch(val) [15][6000/6282] eta: 0:00:17 time: 0.0603 data_time: 0.0071 memory: 726 2022/08/07 22:29:57 - mmengine - INFO - Epoch(val) [15][6020/6282] eta: 0:00:15 time: 0.0609 data_time: 0.0066 memory: 726 2022/08/07 22:29:58 - mmengine - INFO - Epoch(val) [15][6040/6282] eta: 0:00:14 time: 0.0589 data_time: 0.0069 memory: 726 2022/08/07 22:29:59 - mmengine - INFO - Epoch(val) [15][6060/6282] eta: 0:00:13 time: 0.0609 data_time: 0.0076 memory: 726 2022/08/07 22:30:00 - mmengine - INFO - Epoch(val) [15][6080/6282] eta: 0:00:12 time: 0.0616 data_time: 0.0088 memory: 726 2022/08/07 22:30:02 - mmengine - INFO - Epoch(val) [15][6100/6282] eta: 0:00:16 time: 0.0918 data_time: 0.0120 memory: 726 2022/08/07 22:30:03 - mmengine - INFO - Epoch(val) [15][6120/6282] eta: 0:00:09 time: 0.0576 data_time: 0.0065 memory: 726 2022/08/07 22:30:04 - mmengine - INFO - Epoch(val) [15][6140/6282] eta: 0:00:08 time: 0.0615 data_time: 0.0121 memory: 726 2022/08/07 22:30:06 - mmengine - INFO - Epoch(val) [15][6160/6282] eta: 0:00:08 time: 0.0681 data_time: 0.0197 memory: 726 2022/08/07 22:30:07 - mmengine - INFO - Epoch(val) [15][6180/6282] eta: 0:00:05 time: 0.0525 data_time: 0.0067 memory: 726 2022/08/07 22:30:08 - mmengine - INFO - Epoch(val) [15][6200/6282] eta: 0:00:03 time: 0.0428 data_time: 0.0030 memory: 726 2022/08/07 22:30:09 - mmengine - INFO - Epoch(val) [15][6220/6282] eta: 0:00:02 time: 0.0412 data_time: 0.0029 memory: 726 2022/08/07 22:30:09 - mmengine - INFO - Epoch(val) [15][6240/6282] eta: 0:00:01 time: 0.0408 data_time: 0.0027 memory: 726 2022/08/07 22:30:10 - mmengine - INFO - Epoch(val) [15][6260/6282] eta: 0:00:00 time: 0.0405 data_time: 0.0028 memory: 726 2022/08/07 22:30:11 - mmengine - INFO - Epoch(val) [15][6280/6282] eta: 0:00:00 time: 0.0406 data_time: 0.0028 memory: 726 2022/08/07 22:33:22 - mmengine - INFO - Epoch(val) [15][6282/6282] mAP/mAP@0.5IOU: 0.2442 2022/08/07 22:33:47 - mmengine - INFO - Epoch(train) [16][20/1441] lr: 2.0000e-03 eta: 1:50:58 time: 1.2380 data_time: 0.2289 memory: 18616 grad_norm: 0.1348 recall@thr=0.5: 0.8481 prec@thr=0.5: 0.8718 recall@top3: 0.8756 prec@top3: 0.7692 recall@top5: 0.9442 prec@top5: 0.5038 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 22:34:04 - mmengine - INFO - Epoch(train) [16][40/1441] lr: 2.0000e-03 eta: 1:50:39 time: 0.8716 data_time: 0.0459 memory: 18616 grad_norm: 0.1347 recall@thr=0.5: 0.7504 prec@thr=0.5: 0.8167 recall@top3: 0.7966 prec@top3: 0.6742 recall@top5: 0.9170 prec@top5: 0.4955 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 22:34:22 - mmengine - INFO - Epoch(train) [16][60/1441] lr: 2.0000e-03 eta: 1:50:20 time: 0.8878 data_time: 0.0412 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.8740 prec@thr=0.5: 0.8679 recall@top3: 0.8996 prec@top3: 0.6016 recall@top5: 0.9593 prec@top5: 0.4049 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 22:34:39 - mmengine - INFO - Epoch(train) [16][80/1441] lr: 2.0000e-03 eta: 1:50:01 time: 0.8535 data_time: 0.0472 memory: 18616 grad_norm: 0.1329 recall@thr=0.5: 0.7703 prec@thr=0.5: 0.8442 recall@top3: 0.8341 prec@top3: 0.6594 recall@top5: 0.9312 prec@top5: 0.4565 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 22:34:56 - mmengine - INFO - Epoch(train) [16][100/1441] lr: 2.0000e-03 eta: 1:49:42 time: 0.8497 data_time: 0.0439 memory: 18616 grad_norm: 0.1325 recall@thr=0.5: 0.8723 prec@thr=0.5: 0.8377 recall@top3: 0.8698 prec@top3: 0.7233 recall@top5: 0.9758 prec@top5: 0.5170 loss_action_cls: 0.0311 loss: 0.0311 2022/08/07 22:35:13 - mmengine - INFO - Epoch(train) [16][120/1441] lr: 2.0000e-03 eta: 1:49:23 time: 0.8550 data_time: 0.0500 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8483 recall@top3: 0.8248 prec@top3: 0.7436 recall@top5: 0.9487 prec@top5: 0.5282 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 22:35:30 - mmengine - INFO - Epoch(train) [16][140/1441] lr: 2.0000e-03 eta: 1:49:04 time: 0.8702 data_time: 0.0438 memory: 18616 grad_norm: 0.1325 recall@thr=0.5: 0.8284 prec@thr=0.5: 0.8775 recall@top3: 0.8484 prec@top3: 0.7516 recall@top5: 0.9775 prec@top5: 0.5529 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 22:35:48 - mmengine - INFO - Epoch(train) [16][160/1441] lr: 2.0000e-03 eta: 1:48:46 time: 0.8894 data_time: 0.0437 memory: 18616 grad_norm: 0.1370 recall@thr=0.5: 0.8288 prec@thr=0.5: 0.9730 recall@top3: 0.8941 prec@top3: 0.7297 recall@top5: 0.9820 prec@top5: 0.4973 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 22:36:05 - mmengine - INFO - Epoch(train) [16][180/1441] lr: 2.0000e-03 eta: 1:48:27 time: 0.8684 data_time: 0.0374 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.7996 prec@thr=0.5: 0.8387 recall@top3: 0.8617 prec@top3: 0.7021 recall@top5: 0.9326 prec@top5: 0.4723 loss_action_cls: 0.0291 loss: 0.0291 2022/08/07 22:36:23 - mmengine - INFO - Epoch(train) [16][200/1441] lr: 2.0000e-03 eta: 1:48:08 time: 0.8895 data_time: 0.0543 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.8619 prec@thr=0.5: 0.8524 recall@top3: 0.9095 prec@top3: 0.7429 recall@top5: 0.9429 prec@top5: 0.4629 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 22:36:40 - mmengine - INFO - Epoch(train) [16][220/1441] lr: 2.0000e-03 eta: 1:47:49 time: 0.8583 data_time: 0.0367 memory: 18616 grad_norm: 0.1322 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.8376 recall@top3: 0.8291 prec@top3: 0.7094 recall@top5: 0.9573 prec@top5: 0.5026 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 22:36:57 - mmengine - INFO - Epoch(train) [16][240/1441] lr: 2.0000e-03 eta: 1:47:30 time: 0.8531 data_time: 0.0353 memory: 18616 grad_norm: 0.1363 recall@thr=0.5: 0.7926 prec@thr=0.5: 0.8926 recall@top3: 0.8759 prec@top3: 0.7778 recall@top5: 0.9574 prec@top5: 0.5067 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 22:37:14 - mmengine - INFO - Epoch(train) [16][260/1441] lr: 2.0000e-03 eta: 1:47:11 time: 0.8475 data_time: 0.0342 memory: 18616 grad_norm: 0.1343 recall@thr=0.5: 0.8167 prec@thr=0.5: 0.8979 recall@top3: 0.8442 prec@top3: 0.7333 recall@top5: 0.9479 prec@top5: 0.5150 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 22:37:31 - mmengine - INFO - Epoch(train) [16][280/1441] lr: 2.0000e-03 eta: 1:46:52 time: 0.8312 data_time: 0.0329 memory: 18616 grad_norm: 0.1328 recall@thr=0.5: 0.7733 prec@thr=0.5: 0.8200 recall@top3: 0.8700 prec@top3: 0.7067 recall@top5: 0.9467 prec@top5: 0.4760 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 22:37:48 - mmengine - INFO - Epoch(train) [16][300/1441] lr: 2.0000e-03 eta: 1:46:33 time: 0.8600 data_time: 0.0393 memory: 18616 grad_norm: 0.1325 recall@thr=0.5: 0.8137 prec@thr=0.5: 0.7974 recall@top3: 0.8562 prec@top3: 0.6144 recall@top5: 0.9542 prec@top5: 0.4314 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 22:38:05 - mmengine - INFO - Epoch(train) [16][320/1441] lr: 2.0000e-03 eta: 1:46:14 time: 0.8492 data_time: 0.0388 memory: 18616 grad_norm: 0.1311 recall@thr=0.5: 0.7658 prec@thr=0.5: 0.8261 recall@top3: 0.8585 prec@top3: 0.7094 recall@top5: 0.9513 prec@top5: 0.4769 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 22:38:22 - mmengine - INFO - Epoch(train) [16][340/1441] lr: 2.0000e-03 eta: 1:45:55 time: 0.8539 data_time: 0.0337 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.8111 prec@thr=0.5: 0.8741 recall@top3: 0.8648 prec@top3: 0.7630 recall@top5: 0.9444 prec@top5: 0.5067 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 22:38:40 - mmengine - INFO - Epoch(train) [16][360/1441] lr: 2.0000e-03 eta: 1:45:36 time: 0.8663 data_time: 0.0400 memory: 18616 grad_norm: 0.1305 recall@thr=0.5: 0.7972 prec@thr=0.5: 0.8021 recall@top3: 0.8063 prec@top3: 0.6875 recall@top5: 0.9375 prec@top5: 0.5000 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 22:38:57 - mmengine - INFO - Epoch(train) [16][380/1441] lr: 2.0000e-03 eta: 1:45:17 time: 0.8583 data_time: 0.0348 memory: 18616 grad_norm: 0.1336 recall@thr=0.5: 0.7920 prec@thr=0.5: 0.7844 recall@top3: 0.8409 prec@top3: 0.7174 recall@top5: 0.9667 prec@top5: 0.5087 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 22:39:01 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 22:39:14 - mmengine - INFO - Epoch(train) [16][400/1441] lr: 2.0000e-03 eta: 1:44:58 time: 0.8788 data_time: 0.0333 memory: 18616 grad_norm: 0.1369 recall@thr=0.5: 0.8278 prec@thr=0.5: 0.8861 recall@top3: 0.9028 prec@top3: 0.6778 recall@top5: 0.9750 prec@top5: 0.4533 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 22:39:31 - mmengine - INFO - Epoch(train) [16][420/1441] lr: 2.0000e-03 eta: 1:44:39 time: 0.8403 data_time: 0.0346 memory: 18616 grad_norm: 0.1334 recall@thr=0.5: 0.8707 prec@thr=0.5: 0.8760 recall@top3: 0.8837 prec@top3: 0.7561 recall@top5: 0.9793 prec@top5: 0.5171 loss_action_cls: 0.0273 loss: 0.0273 2022/08/07 22:39:49 - mmengine - INFO - Epoch(train) [16][440/1441] lr: 2.0000e-03 eta: 1:44:21 time: 0.9001 data_time: 0.0322 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.8704 prec@thr=0.5: 0.8778 recall@top3: 0.9259 prec@top3: 0.7037 recall@top5: 0.9870 prec@top5: 0.4489 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 22:40:06 - mmengine - INFO - Epoch(train) [16][460/1441] lr: 2.0000e-03 eta: 1:44:02 time: 0.8514 data_time: 0.0321 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.8159 prec@thr=0.5: 0.8962 recall@top3: 0.8386 prec@top3: 0.7652 recall@top5: 0.9341 prec@top5: 0.5318 loss_action_cls: 0.0311 loss: 0.0311 2022/08/07 22:40:24 - mmengine - INFO - Epoch(train) [16][480/1441] lr: 2.0000e-03 eta: 1:43:43 time: 0.8662 data_time: 0.0339 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.7585 prec@thr=0.5: 0.8974 recall@top3: 0.8504 prec@top3: 0.7179 recall@top5: 0.9808 prec@top5: 0.5077 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 22:40:41 - mmengine - INFO - Epoch(train) [16][500/1441] lr: 2.0000e-03 eta: 1:43:24 time: 0.8621 data_time: 0.0406 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.6971 prec@thr=0.5: 0.7660 recall@top3: 0.7821 prec@top3: 0.7244 recall@top5: 0.9391 prec@top5: 0.5192 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 22:40:58 - mmengine - INFO - Epoch(train) [16][520/1441] lr: 2.0000e-03 eta: 1:43:05 time: 0.8498 data_time: 0.0400 memory: 18616 grad_norm: 0.1320 recall@thr=0.5: 0.7466 prec@thr=0.5: 0.8164 recall@top3: 0.7938 prec@top3: 0.7222 recall@top5: 0.9287 prec@top5: 0.5407 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 22:41:15 - mmengine - INFO - Epoch(train) [16][540/1441] lr: 2.0000e-03 eta: 1:42:46 time: 0.8381 data_time: 0.0342 memory: 18616 grad_norm: 0.1355 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8780 recall@top3: 0.8758 prec@top3: 0.7652 recall@top5: 0.9568 prec@top5: 0.5227 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 22:41:31 - mmengine - INFO - Epoch(train) [16][560/1441] lr: 2.0000e-03 eta: 1:42:27 time: 0.8454 data_time: 0.0339 memory: 18616 grad_norm: 0.1358 recall@thr=0.5: 0.8020 prec@thr=0.5: 0.8617 recall@top3: 0.8640 prec@top3: 0.7933 recall@top5: 0.9487 prec@top5: 0.5320 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 22:41:49 - mmengine - INFO - Epoch(train) [16][580/1441] lr: 2.0000e-03 eta: 1:42:08 time: 0.8645 data_time: 0.0410 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.8777 prec@thr=0.5: 0.8972 recall@top3: 0.9025 prec@top3: 0.7943 recall@top5: 0.9752 prec@top5: 0.5277 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 22:42:05 - mmengine - INFO - Epoch(train) [16][600/1441] lr: 2.0000e-03 eta: 1:41:49 time: 0.8335 data_time: 0.0596 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.8767 prec@thr=0.5: 0.9253 recall@top3: 0.9132 prec@top3: 0.7847 recall@top5: 1.0000 prec@top5: 0.5292 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 22:42:23 - mmengine - INFO - Epoch(train) [16][620/1441] lr: 2.0000e-03 eta: 1:41:30 time: 0.8866 data_time: 0.0397 memory: 18616 grad_norm: 0.1318 recall@thr=0.5: 0.9124 prec@thr=0.5: 0.9054 recall@top3: 0.9040 prec@top3: 0.7684 recall@top5: 0.9802 prec@top5: 0.5085 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 22:42:41 - mmengine - INFO - Epoch(train) [16][640/1441] lr: 2.0000e-03 eta: 1:41:12 time: 0.8989 data_time: 0.0481 memory: 18616 grad_norm: 0.1329 recall@thr=0.5: 0.8843 prec@thr=0.5: 0.7494 recall@top3: 0.8858 prec@top3: 0.6235 recall@top5: 0.9691 prec@top5: 0.4333 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 22:42:58 - mmengine - INFO - Epoch(train) [16][660/1441] lr: 2.0000e-03 eta: 1:40:53 time: 0.8520 data_time: 0.0414 memory: 18616 grad_norm: 0.1342 recall@thr=0.5: 0.7358 prec@thr=0.5: 0.7862 recall@top3: 0.8601 prec@top3: 0.6918 recall@top5: 0.9670 prec@top5: 0.4717 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 22:43:16 - mmengine - INFO - Epoch(train) [16][680/1441] lr: 2.0000e-03 eta: 1:40:34 time: 0.8747 data_time: 0.0447 memory: 18616 grad_norm: 0.1328 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.7597 recall@top3: 0.8721 prec@top3: 0.6512 recall@top5: 0.9612 prec@top5: 0.4279 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 22:43:33 - mmengine - INFO - Epoch(train) [16][700/1441] lr: 2.0000e-03 eta: 1:40:15 time: 0.8456 data_time: 0.0431 memory: 18616 grad_norm: 0.1357 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8250 recall@top3: 0.8486 prec@top3: 0.7464 recall@top5: 0.9783 prec@top5: 0.5348 loss_action_cls: 0.0294 loss: 0.0294 2022/08/07 22:43:50 - mmengine - INFO - Epoch(train) [16][720/1441] lr: 2.0000e-03 eta: 1:39:56 time: 0.8858 data_time: 0.0358 memory: 18616 grad_norm: 0.1347 recall@thr=0.5: 0.7902 prec@thr=0.5: 0.7529 recall@top3: 0.8448 prec@top3: 0.5632 recall@top5: 0.8937 prec@top5: 0.3621 loss_action_cls: 0.0290 loss: 0.0290 2022/08/07 22:44:07 - mmengine - INFO - Epoch(train) [16][740/1441] lr: 2.0000e-03 eta: 1:39:37 time: 0.8411 data_time: 0.0328 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.7929 prec@thr=0.5: 0.8384 recall@top3: 0.8586 prec@top3: 0.7273 recall@top5: 0.9444 prec@top5: 0.4848 loss_action_cls: 0.0273 loss: 0.0273 2022/08/07 22:44:24 - mmengine - INFO - Epoch(train) [16][760/1441] lr: 2.0000e-03 eta: 1:39:18 time: 0.8265 data_time: 0.0380 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.7925 prec@thr=0.5: 0.8929 recall@top3: 0.8163 prec@top3: 0.7143 recall@top5: 0.9270 prec@top5: 0.5000 loss_action_cls: 0.0283 loss: 0.0283 2022/08/07 22:44:41 - mmengine - INFO - Epoch(train) [16][780/1441] lr: 2.0000e-03 eta: 1:38:59 time: 0.8686 data_time: 0.0406 memory: 18616 grad_norm: 0.1370 recall@thr=0.5: 0.8395 prec@thr=0.5: 0.8816 recall@top3: 0.8697 prec@top3: 0.6930 recall@top5: 0.9737 prec@top5: 0.4895 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 22:44:58 - mmengine - INFO - Epoch(train) [16][800/1441] lr: 2.0000e-03 eta: 1:38:40 time: 0.8570 data_time: 0.0341 memory: 18616 grad_norm: 0.1326 recall@thr=0.5: 0.8636 prec@thr=0.5: 0.9167 recall@top3: 0.9034 prec@top3: 0.7121 recall@top5: 0.9886 prec@top5: 0.4864 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 22:45:15 - mmengine - INFO - Epoch(train) [16][820/1441] lr: 2.0000e-03 eta: 1:38:21 time: 0.8425 data_time: 0.0348 memory: 18616 grad_norm: 0.1328 recall@thr=0.5: 0.8242 prec@thr=0.5: 0.9000 recall@top3: 0.9076 prec@top3: 0.7818 recall@top5: 0.9742 prec@top5: 0.5164 loss_action_cls: 0.0300 loss: 0.0300 2022/08/07 22:45:32 - mmengine - INFO - Epoch(train) [16][840/1441] lr: 2.0000e-03 eta: 1:38:03 time: 0.8397 data_time: 0.0370 memory: 18616 grad_norm: 0.1321 recall@thr=0.5: 0.8389 prec@thr=0.5: 0.8625 recall@top3: 0.8889 prec@top3: 0.6278 recall@top5: 0.9806 prec@top5: 0.4267 loss_action_cls: 0.0272 loss: 0.0272 2022/08/07 22:45:49 - mmengine - INFO - Epoch(train) [16][860/1441] lr: 2.0000e-03 eta: 1:37:44 time: 0.8623 data_time: 0.0322 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.8557 recall@top3: 0.8289 prec@top3: 0.6845 recall@top5: 0.9018 prec@top5: 0.4500 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 22:46:06 - mmengine - INFO - Epoch(train) [16][880/1441] lr: 2.0000e-03 eta: 1:37:25 time: 0.8345 data_time: 0.0425 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.7646 prec@thr=0.5: 0.7908 recall@top3: 0.8333 prec@top3: 0.6583 recall@top5: 0.9438 prec@top5: 0.4600 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 22:46:23 - mmengine - INFO - Epoch(train) [16][900/1441] lr: 2.0000e-03 eta: 1:37:06 time: 0.8600 data_time: 0.0338 memory: 18616 grad_norm: 0.1314 recall@thr=0.5: 0.7899 prec@thr=0.5: 0.8080 recall@top3: 0.8478 prec@top3: 0.6522 recall@top5: 0.9783 prec@top5: 0.4826 loss_action_cls: 0.0296 loss: 0.0296 2022/08/07 22:46:40 - mmengine - INFO - Epoch(train) [16][920/1441] lr: 2.0000e-03 eta: 1:36:47 time: 0.8447 data_time: 0.0349 memory: 18616 grad_norm: 0.1337 recall@thr=0.5: 0.7404 prec@thr=0.5: 0.8115 recall@top3: 0.8730 prec@top3: 0.7158 recall@top5: 0.9563 prec@top5: 0.4754 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 22:46:56 - mmengine - INFO - Epoch(train) [16][940/1441] lr: 2.0000e-03 eta: 1:36:28 time: 0.8213 data_time: 0.0339 memory: 18616 grad_norm: 0.1371 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.8033 recall@top3: 0.8116 prec@top3: 0.6739 recall@top5: 0.9402 prec@top5: 0.4783 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 22:47:14 - mmengine - INFO - Epoch(train) [16][960/1441] lr: 2.0000e-03 eta: 1:36:09 time: 0.8587 data_time: 0.0395 memory: 18616 grad_norm: 0.1321 recall@thr=0.5: 0.8106 prec@thr=0.5: 0.8283 recall@top3: 0.8687 prec@top3: 0.6566 recall@top5: 0.9823 prec@top5: 0.4545 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 22:47:31 - mmengine - INFO - Epoch(train) [16][980/1441] lr: 2.0000e-03 eta: 1:35:50 time: 0.8672 data_time: 0.0482 memory: 18616 grad_norm: 0.1330 recall@thr=0.5: 0.7259 prec@thr=0.5: 0.8607 recall@top3: 0.7833 prec@top3: 0.7259 recall@top5: 0.9407 prec@top5: 0.5333 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 22:47:48 - mmengine - INFO - Epoch(train) [16][1000/1441] lr: 2.0000e-03 eta: 1:35:31 time: 0.8627 data_time: 0.0333 memory: 18616 grad_norm: 0.1317 recall@thr=0.5: 0.8723 prec@thr=0.5: 0.8727 recall@top3: 0.9149 prec@top3: 0.7943 recall@top5: 0.9858 prec@top5: 0.5277 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 22:48:05 - mmengine - INFO - Epoch(train) [16][1020/1441] lr: 2.0000e-03 eta: 1:35:13 time: 0.8584 data_time: 0.0334 memory: 18616 grad_norm: 0.1367 recall@thr=0.5: 0.7773 prec@thr=0.5: 0.7803 recall@top3: 0.8348 prec@top3: 0.6303 recall@top5: 0.9212 prec@top5: 0.4291 loss_action_cls: 0.0290 loss: 0.0290 2022/08/07 22:48:23 - mmengine - INFO - Epoch(train) [16][1040/1441] lr: 2.0000e-03 eta: 1:34:54 time: 0.8757 data_time: 0.0633 memory: 18616 grad_norm: 0.1358 recall@thr=0.5: 0.8448 prec@thr=0.5: 0.8651 recall@top3: 0.8341 prec@top3: 0.7778 recall@top5: 0.9595 prec@top5: 0.5619 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 22:48:40 - mmengine - INFO - Epoch(train) [16][1060/1441] lr: 2.0000e-03 eta: 1:34:35 time: 0.8832 data_time: 0.0426 memory: 18616 grad_norm: 0.1309 recall@thr=0.5: 0.7961 prec@thr=0.5: 0.8582 recall@top3: 0.8901 prec@top3: 0.7021 recall@top5: 0.9858 prec@top5: 0.4766 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 22:48:57 - mmengine - INFO - Epoch(train) [16][1080/1441] lr: 2.0000e-03 eta: 1:34:16 time: 0.8487 data_time: 0.0333 memory: 18616 grad_norm: 0.1350 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8537 recall@top3: 0.8648 prec@top3: 0.7630 recall@top5: 0.9333 prec@top5: 0.5022 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 22:49:15 - mmengine - INFO - Epoch(train) [16][1100/1441] lr: 2.0000e-03 eta: 1:33:58 time: 0.8652 data_time: 0.0361 memory: 18616 grad_norm: 0.1320 recall@thr=0.5: 0.7527 prec@thr=0.5: 0.8587 recall@top3: 0.8169 prec@top3: 0.6557 recall@top5: 0.9522 prec@top5: 0.4787 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 22:49:32 - mmengine - INFO - Epoch(train) [16][1120/1441] lr: 2.0000e-03 eta: 1:33:39 time: 0.8647 data_time: 0.0332 memory: 18616 grad_norm: 0.1398 recall@thr=0.5: 0.8455 prec@thr=0.5: 0.8368 recall@top3: 0.8715 prec@top3: 0.6458 recall@top5: 0.9653 prec@top5: 0.4292 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 22:49:49 - mmengine - INFO - Epoch(train) [16][1140/1441] lr: 2.0000e-03 eta: 1:33:20 time: 0.8538 data_time: 0.0367 memory: 18616 grad_norm: 0.1335 recall@thr=0.5: 0.9050 prec@thr=0.5: 0.9481 recall@top3: 0.9503 prec@top3: 0.8050 recall@top5: 0.9953 prec@top5: 0.5208 loss_action_cls: 0.0287 loss: 0.0287 2022/08/07 22:50:06 - mmengine - INFO - Epoch(train) [16][1160/1441] lr: 2.0000e-03 eta: 1:33:01 time: 0.8537 data_time: 0.0385 memory: 18616 grad_norm: 0.1370 recall@thr=0.5: 0.6496 prec@thr=0.5: 0.6932 recall@top3: 0.7992 prec@top3: 0.5606 recall@top5: 0.8617 prec@top5: 0.3636 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 22:50:23 - mmengine - INFO - Epoch(train) [16][1180/1441] lr: 2.0000e-03 eta: 1:32:42 time: 0.8507 data_time: 0.0410 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.8721 prec@thr=0.5: 0.9612 recall@top3: 0.9031 prec@top3: 0.7209 recall@top5: 0.9690 prec@top5: 0.4744 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 22:50:41 - mmengine - INFO - Epoch(train) [16][1200/1441] lr: 2.0000e-03 eta: 1:32:23 time: 0.8702 data_time: 0.0351 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.8202 prec@thr=0.5: 0.8377 recall@top3: 0.8443 prec@top3: 0.7456 recall@top5: 0.9518 prec@top5: 0.5211 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 22:50:58 - mmengine - INFO - Epoch(train) [16][1220/1441] lr: 2.0000e-03 eta: 1:32:05 time: 0.8608 data_time: 0.0321 memory: 18616 grad_norm: 0.1331 recall@thr=0.5: 0.6810 prec@thr=0.5: 0.7857 recall@top3: 0.8222 prec@top3: 0.7302 recall@top5: 0.9524 prec@top5: 0.5238 loss_action_cls: 0.0280 loss: 0.0280 2022/08/07 22:51:15 - mmengine - INFO - Epoch(train) [16][1240/1441] lr: 2.0000e-03 eta: 1:31:46 time: 0.8417 data_time: 0.0351 memory: 18616 grad_norm: 0.1337 recall@thr=0.5: 0.7744 prec@thr=0.5: 0.8571 recall@top3: 0.8292 prec@top3: 0.6731 recall@top5: 0.9712 prec@top5: 0.4923 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 22:51:32 - mmengine - INFO - Epoch(train) [16][1260/1441] lr: 2.0000e-03 eta: 1:31:27 time: 0.8587 data_time: 0.0407 memory: 18616 grad_norm: 0.1311 recall@thr=0.5: 0.8363 prec@thr=0.5: 0.9021 recall@top3: 0.8800 prec@top3: 0.7667 recall@top5: 0.9629 prec@top5: 0.5200 loss_action_cls: 0.0280 loss: 0.0280 2022/08/07 22:51:49 - mmengine - INFO - Epoch(train) [16][1280/1441] lr: 2.0000e-03 eta: 1:31:08 time: 0.8559 data_time: 0.0357 memory: 18616 grad_norm: 0.1337 recall@thr=0.5: 0.7272 prec@thr=0.5: 0.8007 recall@top3: 0.7761 prec@top3: 0.6304 recall@top5: 0.8678 prec@top5: 0.4435 loss_action_cls: 0.0294 loss: 0.0294 2022/08/07 22:52:05 - mmengine - INFO - Epoch(train) [16][1300/1441] lr: 2.0000e-03 eta: 1:30:49 time: 0.8204 data_time: 0.0336 memory: 18616 grad_norm: 0.1350 recall@thr=0.5: 0.7901 prec@thr=0.5: 0.8413 recall@top3: 0.8901 prec@top3: 0.7564 recall@top5: 0.9407 prec@top5: 0.4962 loss_action_cls: 0.0265 loss: 0.0265 2022/08/07 22:52:23 - mmengine - INFO - Epoch(train) [16][1320/1441] lr: 2.0000e-03 eta: 1:30:30 time: 0.8566 data_time: 0.0377 memory: 18616 grad_norm: 0.1355 recall@thr=0.5: 0.7846 prec@thr=0.5: 0.8082 recall@top3: 0.8899 prec@top3: 0.6730 recall@top5: 0.9654 prec@top5: 0.4491 loss_action_cls: 0.0287 loss: 0.0287 2022/08/07 22:52:40 - mmengine - INFO - Epoch(train) [16][1340/1441] lr: 2.0000e-03 eta: 1:30:12 time: 0.8630 data_time: 0.0378 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.9013 prec@thr=0.5: 0.9167 recall@top3: 0.9232 prec@top3: 0.7193 recall@top5: 0.9737 prec@top5: 0.4684 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 22:52:56 - mmengine - INFO - Epoch(train) [16][1360/1441] lr: 2.0000e-03 eta: 1:29:53 time: 0.8277 data_time: 0.0338 memory: 18616 grad_norm: 0.1377 recall@thr=0.5: 0.7460 prec@thr=0.5: 0.7897 recall@top3: 0.8302 prec@top3: 0.7063 recall@top5: 0.9683 prec@top5: 0.5190 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 22:53:13 - mmengine - INFO - Epoch(train) [16][1380/1441] lr: 2.0000e-03 eta: 1:29:34 time: 0.8413 data_time: 0.0355 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.7561 prec@thr=0.5: 0.9148 recall@top3: 0.8246 prec@top3: 0.6212 recall@top5: 0.9148 prec@top5: 0.4409 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 22:53:17 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 22:53:31 - mmengine - INFO - Epoch(train) [16][1400/1441] lr: 2.0000e-03 eta: 1:29:15 time: 0.8855 data_time: 0.0373 memory: 18616 grad_norm: 0.1370 recall@thr=0.5: 0.8611 prec@thr=0.5: 0.9246 recall@top3: 0.8817 prec@top3: 0.7302 recall@top5: 0.9643 prec@top5: 0.5000 loss_action_cls: 0.0292 loss: 0.0292 2022/08/07 22:53:48 - mmengine - INFO - Epoch(train) [16][1420/1441] lr: 2.0000e-03 eta: 1:28:56 time: 0.8437 data_time: 0.0393 memory: 18616 grad_norm: 0.1307 recall@thr=0.5: 0.7943 prec@thr=0.5: 0.7823 recall@top3: 0.8440 prec@top3: 0.7305 recall@top5: 0.9929 prec@top5: 0.5277 loss_action_cls: 0.0284 loss: 0.0284 2022/08/07 22:54:05 - mmengine - INFO - Epoch(train) [16][1440/1441] lr: 2.0000e-03 eta: 1:28:38 time: 0.8707 data_time: 0.0573 memory: 18616 grad_norm: 0.1385 recall@thr=0.5: 0.7724 prec@thr=0.5: 0.8659 recall@top3: 0.8455 prec@top3: 0.7805 recall@top5: 0.9431 prec@top5: 0.5317 loss_action_cls: 0.0311 loss: 0.0311 2022/08/07 22:54:06 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 22:54:06 - mmengine - INFO - Epoch(train) [16][1441/1441] lr: 2.0000e-03 eta: 1:28:38 time: 0.8257 data_time: 0.0518 memory: 9568 grad_norm: 0.1407 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8625 recall@top3: 0.8792 prec@top3: 0.7833 recall@top5: 0.9875 prec@top5: 0.5500 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 22:54:06 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/08/07 22:54:13 - mmengine - INFO - Epoch(val) [16][20/6282] eta: 0:07:08 time: 0.0684 data_time: 0.0198 memory: 663 2022/08/07 22:54:14 - mmengine - INFO - Epoch(val) [16][40/6282] eta: 0:05:11 time: 0.0499 data_time: 0.0042 memory: 663 2022/08/07 22:54:15 - mmengine - INFO - Epoch(val) [16][60/6282] eta: 0:04:58 time: 0.0480 data_time: 0.0043 memory: 663 2022/08/07 22:54:16 - mmengine - INFO - Epoch(val) [16][80/6282] eta: 0:05:23 time: 0.0521 data_time: 0.0057 memory: 663 2022/08/07 22:54:17 - mmengine - INFO - Epoch(val) [16][100/6282] eta: 0:05:17 time: 0.0513 data_time: 0.0053 memory: 663 2022/08/07 22:54:18 - mmengine - INFO - Epoch(val) [16][120/6282] eta: 0:05:43 time: 0.0558 data_time: 0.0072 memory: 726 2022/08/07 22:54:19 - mmengine - INFO - Epoch(val) [16][140/6282] eta: 0:06:29 time: 0.0635 data_time: 0.0101 memory: 726 2022/08/07 22:54:20 - mmengine - INFO - Epoch(val) [16][160/6282] eta: 0:06:31 time: 0.0639 data_time: 0.0067 memory: 726 2022/08/07 22:54:22 - mmengine - INFO - Epoch(val) [16][180/6282] eta: 0:06:30 time: 0.0640 data_time: 0.0117 memory: 726 2022/08/07 22:54:23 - mmengine - INFO - Epoch(val) [16][200/6282] eta: 0:06:45 time: 0.0667 data_time: 0.0072 memory: 726 2022/08/07 22:54:24 - mmengine - INFO - Epoch(val) [16][220/6282] eta: 0:05:09 time: 0.0511 data_time: 0.0051 memory: 676 2022/08/07 22:54:25 - mmengine - INFO - Epoch(val) [16][240/6282] eta: 0:05:06 time: 0.0507 data_time: 0.0060 memory: 676 2022/08/07 22:54:26 - mmengine - INFO - Epoch(val) [16][260/6282] eta: 0:05:03 time: 0.0504 data_time: 0.0070 memory: 676 2022/08/07 22:54:27 - mmengine - INFO - Epoch(val) [16][280/6282] eta: 0:04:53 time: 0.0489 data_time: 0.0072 memory: 676 2022/08/07 22:54:28 - mmengine - INFO - Epoch(val) [16][300/6282] eta: 0:05:30 time: 0.0553 data_time: 0.0057 memory: 726 2022/08/07 22:54:30 - mmengine - INFO - Epoch(val) [16][320/6282] eta: 0:09:24 time: 0.0946 data_time: 0.0170 memory: 726 2022/08/07 22:54:31 - mmengine - INFO - Epoch(val) [16][340/6282] eta: 0:07:06 time: 0.0718 data_time: 0.0216 memory: 726 2022/08/07 22:54:33 - mmengine - INFO - Epoch(val) [16][360/6282] eta: 0:09:29 time: 0.0961 data_time: 0.0392 memory: 726 2022/08/07 22:54:35 - mmengine - INFO - Epoch(val) [16][380/6282] eta: 0:07:57 time: 0.0810 data_time: 0.0234 memory: 726 2022/08/07 22:54:37 - mmengine - INFO - Epoch(val) [16][400/6282] eta: 0:07:18 time: 0.0746 data_time: 0.0203 memory: 726 2022/08/07 22:54:38 - mmengine - INFO - Epoch(val) [16][420/6282] eta: 0:05:10 time: 0.0529 data_time: 0.0056 memory: 677 2022/08/07 22:54:39 - mmengine - INFO - Epoch(val) [16][440/6282] eta: 0:06:11 time: 0.0636 data_time: 0.0085 memory: 677 2022/08/07 22:54:40 - mmengine - INFO - Epoch(val) [16][460/6282] eta: 0:05:14 time: 0.0541 data_time: 0.0068 memory: 677 2022/08/07 22:54:41 - mmengine - INFO - Epoch(val) [16][480/6282] eta: 0:05:18 time: 0.0549 data_time: 0.0099 memory: 677 2022/08/07 22:54:42 - mmengine - INFO - Epoch(val) [16][500/6282] eta: 0:05:30 time: 0.0572 data_time: 0.0068 memory: 677 2022/08/07 22:54:43 - mmengine - INFO - Epoch(val) [16][520/6282] eta: 0:05:04 time: 0.0529 data_time: 0.0053 memory: 676 2022/08/07 22:54:44 - mmengine - INFO - Epoch(val) [16][540/6282] eta: 0:04:56 time: 0.0517 data_time: 0.0057 memory: 676 2022/08/07 22:54:45 - mmengine - INFO - Epoch(val) [16][560/6282] eta: 0:04:44 time: 0.0498 data_time: 0.0048 memory: 676 2022/08/07 22:54:46 - mmengine - INFO - Epoch(val) [16][580/6282] eta: 0:04:38 time: 0.0489 data_time: 0.0057 memory: 676 2022/08/07 22:54:47 - mmengine - INFO - Epoch(val) [16][600/6282] eta: 0:04:26 time: 0.0469 data_time: 0.0055 memory: 676 2022/08/07 22:54:49 - mmengine - INFO - Epoch(val) [16][620/6282] eta: 0:07:36 time: 0.0806 data_time: 0.0069 memory: 676 2022/08/07 22:54:50 - mmengine - INFO - Epoch(val) [16][640/6282] eta: 0:04:19 time: 0.0461 data_time: 0.0045 memory: 670 2022/08/07 22:54:51 - mmengine - INFO - Epoch(val) [16][660/6282] eta: 0:04:21 time: 0.0464 data_time: 0.0049 memory: 670 2022/08/07 22:54:52 - mmengine - INFO - Epoch(val) [16][680/6282] eta: 0:04:29 time: 0.0481 data_time: 0.0060 memory: 670 2022/08/07 22:54:53 - mmengine - INFO - Epoch(val) [16][700/6282] eta: 0:03:56 time: 0.0424 data_time: 0.0043 memory: 670 2022/08/07 22:54:55 - mmengine - INFO - Epoch(val) [16][720/6282] eta: 0:11:58 time: 0.1292 data_time: 0.0813 memory: 726 2022/08/07 22:54:59 - mmengine - INFO - Epoch(val) [16][740/6282] eta: 0:16:12 time: 0.1755 data_time: 0.1279 memory: 726 2022/08/07 22:55:02 - mmengine - INFO - Epoch(val) [16][760/6282] eta: 0:15:32 time: 0.1690 data_time: 0.0996 memory: 726 2022/08/07 22:55:05 - mmengine - INFO - Epoch(val) [16][780/6282] eta: 0:13:20 time: 0.1456 data_time: 0.0961 memory: 726 2022/08/07 22:55:08 - mmengine - INFO - Epoch(val) [16][800/6282] eta: 0:13:21 time: 0.1463 data_time: 0.0907 memory: 726 2022/08/07 22:55:10 - mmengine - INFO - Epoch(val) [16][820/6282] eta: 0:07:38 time: 0.0839 data_time: 0.0344 memory: 726 2022/08/07 22:55:11 - mmengine - INFO - Epoch(val) [16][840/6282] eta: 0:04:45 time: 0.0525 data_time: 0.0068 memory: 676 2022/08/07 22:55:12 - mmengine - INFO - Epoch(val) [16][860/6282] eta: 0:04:39 time: 0.0516 data_time: 0.0067 memory: 676 2022/08/07 22:55:13 - mmengine - INFO - Epoch(val) [16][880/6282] eta: 0:04:49 time: 0.0536 data_time: 0.0067 memory: 676 2022/08/07 22:55:14 - mmengine - INFO - Epoch(val) [16][900/6282] eta: 0:04:41 time: 0.0523 data_time: 0.0047 memory: 676 2022/08/07 22:55:15 - mmengine - INFO - Epoch(val) [16][920/6282] eta: 0:04:44 time: 0.0531 data_time: 0.0074 memory: 676 2022/08/07 22:55:16 - mmengine - INFO - Epoch(val) [16][940/6282] eta: 0:04:42 time: 0.0530 data_time: 0.0060 memory: 663 2022/08/07 22:55:17 - mmengine - INFO - Epoch(val) [16][960/6282] eta: 0:04:46 time: 0.0538 data_time: 0.0071 memory: 663 2022/08/07 22:55:19 - mmengine - INFO - Epoch(val) [16][980/6282] eta: 0:06:56 time: 0.0785 data_time: 0.0059 memory: 663 2022/08/07 22:55:20 - mmengine - INFO - Epoch(val) [16][1000/6282] eta: 0:04:47 time: 0.0545 data_time: 0.0077 memory: 663 2022/08/07 22:55:21 - mmengine - INFO - Epoch(val) [16][1020/6282] eta: 0:04:42 time: 0.0537 data_time: 0.0075 memory: 676 2022/08/07 22:55:22 - mmengine - INFO - Epoch(val) [16][1040/6282] eta: 0:04:46 time: 0.0546 data_time: 0.0061 memory: 676 2022/08/07 22:55:23 - mmengine - INFO - Epoch(val) [16][1060/6282] eta: 0:04:49 time: 0.0554 data_time: 0.0058 memory: 676 2022/08/07 22:55:25 - mmengine - INFO - Epoch(val) [16][1080/6282] eta: 0:04:55 time: 0.0568 data_time: 0.0076 memory: 676 2022/08/07 22:55:26 - mmengine - INFO - Epoch(val) [16][1100/6282] eta: 0:04:37 time: 0.0536 data_time: 0.0062 memory: 676 2022/08/07 22:55:27 - mmengine - INFO - Epoch(val) [16][1120/6282] eta: 0:04:50 time: 0.0563 data_time: 0.0065 memory: 676 2022/08/07 22:55:28 - mmengine - INFO - Epoch(val) [16][1140/6282] eta: 0:04:21 time: 0.0509 data_time: 0.0055 memory: 676 2022/08/07 22:55:29 - mmengine - INFO - Epoch(val) [16][1160/6282] eta: 0:05:29 time: 0.0644 data_time: 0.0059 memory: 676 2022/08/07 22:55:30 - mmengine - INFO - Epoch(val) [16][1180/6282] eta: 0:03:51 time: 0.0454 data_time: 0.0054 memory: 676 2022/08/07 22:55:31 - mmengine - INFO - Epoch(val) [16][1200/6282] eta: 0:03:54 time: 0.0461 data_time: 0.0050 memory: 676 2022/08/07 22:55:32 - mmengine - INFO - Epoch(val) [16][1220/6282] eta: 0:03:48 time: 0.0451 data_time: 0.0041 memory: 676 2022/08/07 22:55:35 - mmengine - INFO - Epoch(val) [16][1240/6282] eta: 0:14:14 time: 0.1695 data_time: 0.1173 memory: 726 2022/08/07 22:55:38 - mmengine - INFO - Epoch(val) [16][1260/6282] eta: 0:11:28 time: 0.1371 data_time: 0.0829 memory: 726 2022/08/07 22:55:41 - mmengine - INFO - Epoch(val) [16][1280/6282] eta: 0:13:44 time: 0.1649 data_time: 0.1030 memory: 726 2022/08/07 22:55:44 - mmengine - INFO - Epoch(val) [16][1300/6282] eta: 0:11:35 time: 0.1396 data_time: 0.0870 memory: 726 2022/08/07 22:55:47 - mmengine - INFO - Epoch(val) [16][1320/6282] eta: 0:12:54 time: 0.1560 data_time: 0.1046 memory: 726 2022/08/07 22:55:51 - mmengine - INFO - Epoch(val) [16][1340/6282] eta: 0:13:19 time: 0.1618 data_time: 0.0873 memory: 726 2022/08/07 22:55:53 - mmengine - INFO - Epoch(val) [16][1360/6282] eta: 0:11:48 time: 0.1440 data_time: 0.0858 memory: 726 2022/08/07 22:55:57 - mmengine - INFO - Epoch(val) [16][1380/6282] eta: 0:14:16 time: 0.1747 data_time: 0.1283 memory: 726 2022/08/07 22:55:59 - mmengine - INFO - Epoch(val) [16][1400/6282] eta: 0:09:45 time: 0.1199 data_time: 0.0744 memory: 726 2022/08/07 22:56:03 - mmengine - INFO - Epoch(val) [16][1420/6282] eta: 0:14:13 time: 0.1755 data_time: 0.1215 memory: 726 2022/08/07 22:56:04 - mmengine - INFO - Epoch(val) [16][1440/6282] eta: 0:05:15 time: 0.0652 data_time: 0.0106 memory: 726 2022/08/07 22:56:06 - mmengine - INFO - Epoch(val) [16][1460/6282] eta: 0:05:15 time: 0.0655 data_time: 0.0087 memory: 726 2022/08/07 22:56:07 - mmengine - INFO - Epoch(val) [16][1480/6282] eta: 0:04:57 time: 0.0620 data_time: 0.0079 memory: 726 2022/08/07 22:56:08 - mmengine - INFO - Epoch(val) [16][1500/6282] eta: 0:04:57 time: 0.0621 data_time: 0.0095 memory: 726 2022/08/07 22:56:10 - mmengine - INFO - Epoch(val) [16][1520/6282] eta: 0:07:08 time: 0.0900 data_time: 0.0054 memory: 798 2022/08/07 22:56:11 - mmengine - INFO - Epoch(val) [16][1540/6282] eta: 0:06:15 time: 0.0792 data_time: 0.0131 memory: 798 2022/08/07 22:56:13 - mmengine - INFO - Epoch(val) [16][1560/6282] eta: 0:05:29 time: 0.0699 data_time: 0.0082 memory: 798 2022/08/07 22:56:14 - mmengine - INFO - Epoch(val) [16][1580/6282] eta: 0:05:36 time: 0.0717 data_time: 0.0087 memory: 798 2022/08/07 22:56:16 - mmengine - INFO - Epoch(val) [16][1600/6282] eta: 0:05:44 time: 0.0735 data_time: 0.0086 memory: 798 2022/08/07 22:56:17 - mmengine - INFO - Epoch(val) [16][1620/6282] eta: 0:05:40 time: 0.0729 data_time: 0.0092 memory: 798 2022/08/07 22:56:18 - mmengine - INFO - Epoch(val) [16][1640/6282] eta: 0:04:23 time: 0.0567 data_time: 0.0061 memory: 726 2022/08/07 22:56:20 - mmengine - INFO - Epoch(val) [16][1660/6282] eta: 0:04:19 time: 0.0561 data_time: 0.0068 memory: 726 2022/08/07 22:56:21 - mmengine - INFO - Epoch(val) [16][1680/6282] eta: 0:04:12 time: 0.0549 data_time: 0.0057 memory: 726 2022/08/07 22:56:22 - mmengine - INFO - Epoch(val) [16][1700/6282] eta: 0:04:01 time: 0.0526 data_time: 0.0059 memory: 726 2022/08/07 22:56:23 - mmengine - INFO - Epoch(val) [16][1720/6282] eta: 0:04:10 time: 0.0548 data_time: 0.0058 memory: 726 2022/08/07 22:56:24 - mmengine - INFO - Epoch(val) [16][1740/6282] eta: 0:04:19 time: 0.0572 data_time: 0.0063 memory: 726 2022/08/07 22:56:25 - mmengine - INFO - Epoch(val) [16][1760/6282] eta: 0:04:02 time: 0.0537 data_time: 0.0066 memory: 726 2022/08/07 22:56:26 - mmengine - INFO - Epoch(val) [16][1780/6282] eta: 0:04:00 time: 0.0534 data_time: 0.0056 memory: 726 2022/08/07 22:56:27 - mmengine - INFO - Epoch(val) [16][1800/6282] eta: 0:04:02 time: 0.0542 data_time: 0.0066 memory: 726 2022/08/07 22:56:29 - mmengine - INFO - Epoch(val) [16][1820/6282] eta: 0:06:34 time: 0.0884 data_time: 0.0072 memory: 726 2022/08/07 22:56:31 - mmengine - INFO - Epoch(val) [16][1840/6282] eta: 0:05:43 time: 0.0774 data_time: 0.0263 memory: 726 2022/08/07 22:56:34 - mmengine - INFO - Epoch(val) [16][1860/6282] eta: 0:11:58 time: 0.1625 data_time: 0.1101 memory: 726 2022/08/07 22:56:37 - mmengine - INFO - Epoch(val) [16][1880/6282] eta: 0:10:18 time: 0.1406 data_time: 0.0898 memory: 726 2022/08/07 22:56:40 - mmengine - INFO - Epoch(val) [16][1900/6282] eta: 0:11:33 time: 0.1583 data_time: 0.1087 memory: 726 2022/08/07 22:56:43 - mmengine - INFO - Epoch(val) [16][1920/6282] eta: 0:10:04 time: 0.1386 data_time: 0.0818 memory: 726 2022/08/07 22:56:45 - mmengine - INFO - Epoch(val) [16][1940/6282] eta: 0:09:26 time: 0.1304 data_time: 0.0785 memory: 726 2022/08/07 22:56:47 - mmengine - INFO - Epoch(val) [16][1960/6282] eta: 0:04:06 time: 0.0571 data_time: 0.0068 memory: 677 2022/08/07 22:56:48 - mmengine - INFO - Epoch(val) [16][1980/6282] eta: 0:03:50 time: 0.0537 data_time: 0.0054 memory: 677 2022/08/07 22:56:49 - mmengine - INFO - Epoch(val) [16][2000/6282] eta: 0:05:23 time: 0.0756 data_time: 0.0063 memory: 677 2022/08/07 22:56:50 - mmengine - INFO - Epoch(val) [16][2020/6282] eta: 0:03:48 time: 0.0537 data_time: 0.0055 memory: 677 2022/08/07 22:56:51 - mmengine - INFO - Epoch(val) [16][2040/6282] eta: 0:03:52 time: 0.0548 data_time: 0.0075 memory: 677 2022/08/07 22:56:52 - mmengine - INFO - Epoch(val) [16][2060/6282] eta: 0:03:56 time: 0.0561 data_time: 0.0068 memory: 677 2022/08/07 22:56:54 - mmengine - INFO - Epoch(val) [16][2080/6282] eta: 0:03:44 time: 0.0534 data_time: 0.0066 memory: 677 2022/08/07 22:56:55 - mmengine - INFO - Epoch(val) [16][2100/6282] eta: 0:03:29 time: 0.0502 data_time: 0.0053 memory: 677 2022/08/07 22:56:56 - mmengine - INFO - Epoch(val) [16][2120/6282] eta: 0:03:49 time: 0.0551 data_time: 0.0068 memory: 677 2022/08/07 22:56:57 - mmengine - INFO - Epoch(val) [16][2140/6282] eta: 0:03:32 time: 0.0512 data_time: 0.0058 memory: 677 2022/08/07 22:56:58 - mmengine - INFO - Epoch(val) [16][2160/6282] eta: 0:03:44 time: 0.0544 data_time: 0.0060 memory: 676 2022/08/07 22:56:59 - mmengine - INFO - Epoch(val) [16][2180/6282] eta: 0:03:51 time: 0.0564 data_time: 0.0058 memory: 676 2022/08/07 22:57:00 - mmengine - INFO - Epoch(val) [16][2200/6282] eta: 0:03:49 time: 0.0562 data_time: 0.0069 memory: 676 2022/08/07 22:57:01 - mmengine - INFO - Epoch(val) [16][2220/6282] eta: 0:03:50 time: 0.0569 data_time: 0.0083 memory: 676 2022/08/07 22:57:02 - mmengine - INFO - Epoch(val) [16][2240/6282] eta: 0:03:35 time: 0.0534 data_time: 0.0051 memory: 676 2022/08/07 22:57:03 - mmengine - INFO - Epoch(val) [16][2260/6282] eta: 0:03:41 time: 0.0552 data_time: 0.0077 memory: 677 2022/08/07 22:57:05 - mmengine - INFO - Epoch(val) [16][2280/6282] eta: 0:03:39 time: 0.0548 data_time: 0.0056 memory: 677 2022/08/07 22:57:06 - mmengine - INFO - Epoch(val) [16][2300/6282] eta: 0:03:52 time: 0.0583 data_time: 0.0065 memory: 677 2022/08/07 22:57:07 - mmengine - INFO - Epoch(val) [16][2320/6282] eta: 0:03:47 time: 0.0574 data_time: 0.0073 memory: 677 2022/08/07 22:57:08 - mmengine - INFO - Epoch(val) [16][2340/6282] eta: 0:03:45 time: 0.0573 data_time: 0.0071 memory: 677 2022/08/07 22:57:10 - mmengine - INFO - Epoch(val) [16][2360/6282] eta: 0:05:10 time: 0.0792 data_time: 0.0070 memory: 676 2022/08/07 22:57:11 - mmengine - INFO - Epoch(val) [16][2380/6282] eta: 0:03:29 time: 0.0536 data_time: 0.0056 memory: 676 2022/08/07 22:57:12 - mmengine - INFO - Epoch(val) [16][2400/6282] eta: 0:03:25 time: 0.0530 data_time: 0.0059 memory: 676 2022/08/07 22:57:13 - mmengine - INFO - Epoch(val) [16][2420/6282] eta: 0:03:15 time: 0.0507 data_time: 0.0053 memory: 676 2022/08/07 22:57:14 - mmengine - INFO - Epoch(val) [16][2440/6282] eta: 0:03:27 time: 0.0541 data_time: 0.0061 memory: 676 2022/08/07 22:57:16 - mmengine - INFO - Epoch(val) [16][2460/6282] eta: 0:05:05 time: 0.0799 data_time: 0.0290 memory: 726 2022/08/07 22:57:17 - mmengine - INFO - Epoch(val) [16][2480/6282] eta: 0:04:43 time: 0.0745 data_time: 0.0258 memory: 726 2022/08/07 22:57:19 - mmengine - INFO - Epoch(val) [16][2500/6282] eta: 0:05:32 time: 0.0879 data_time: 0.0370 memory: 726 2022/08/07 22:57:21 - mmengine - INFO - Epoch(val) [16][2520/6282] eta: 0:04:52 time: 0.0777 data_time: 0.0286 memory: 726 2022/08/07 22:57:23 - mmengine - INFO - Epoch(val) [16][2540/6282] eta: 0:07:26 time: 0.1194 data_time: 0.0732 memory: 726 2022/08/07 22:57:26 - mmengine - INFO - Epoch(val) [16][2560/6282] eta: 0:08:47 time: 0.1417 data_time: 0.0924 memory: 726 2022/08/07 22:57:30 - mmengine - INFO - Epoch(val) [16][2580/6282] eta: 0:11:52 time: 0.1924 data_time: 0.1327 memory: 726 2022/08/07 22:57:32 - mmengine - INFO - Epoch(val) [16][2600/6282] eta: 0:07:27 time: 0.1215 data_time: 0.0702 memory: 726 2022/08/07 22:57:36 - mmengine - INFO - Epoch(val) [16][2620/6282] eta: 0:10:35 time: 0.1737 data_time: 0.1175 memory: 726 2022/08/07 22:57:39 - mmengine - INFO - Epoch(val) [16][2640/6282] eta: 0:09:01 time: 0.1486 data_time: 0.0953 memory: 726 2022/08/07 22:57:40 - mmengine - INFO - Epoch(val) [16][2660/6282] eta: 0:04:47 time: 0.0793 data_time: 0.0135 memory: 791 2022/08/07 22:57:42 - mmengine - INFO - Epoch(val) [16][2680/6282] eta: 0:04:12 time: 0.0700 data_time: 0.0074 memory: 791 2022/08/07 22:57:43 - mmengine - INFO - Epoch(val) [16][2700/6282] eta: 0:04:30 time: 0.0756 data_time: 0.0080 memory: 791 2022/08/07 22:57:45 - mmengine - INFO - Epoch(val) [16][2720/6282] eta: 0:04:40 time: 0.0786 data_time: 0.0098 memory: 791 2022/08/07 22:57:46 - mmengine - INFO - Epoch(val) [16][2740/6282] eta: 0:04:08 time: 0.0701 data_time: 0.0083 memory: 791 2022/08/07 22:57:47 - mmengine - INFO - Epoch(val) [16][2760/6282] eta: 0:02:59 time: 0.0509 data_time: 0.0057 memory: 677 2022/08/07 22:57:48 - mmengine - INFO - Epoch(val) [16][2780/6282] eta: 0:03:10 time: 0.0544 data_time: 0.0059 memory: 677 2022/08/07 22:57:50 - mmengine - INFO - Epoch(val) [16][2800/6282] eta: 0:05:26 time: 0.0939 data_time: 0.0048 memory: 677 2022/08/07 22:57:51 - mmengine - INFO - Epoch(val) [16][2820/6282] eta: 0:03:13 time: 0.0560 data_time: 0.0062 memory: 677 2022/08/07 22:57:52 - mmengine - INFO - Epoch(val) [16][2840/6282] eta: 0:02:56 time: 0.0512 data_time: 0.0059 memory: 677 2022/08/07 22:57:53 - mmengine - INFO - Epoch(val) [16][2860/6282] eta: 0:03:10 time: 0.0558 data_time: 0.0083 memory: 726 2022/08/07 22:57:55 - mmengine - INFO - Epoch(val) [16][2880/6282] eta: 0:04:11 time: 0.0740 data_time: 0.0236 memory: 726 2022/08/07 22:57:56 - mmengine - INFO - Epoch(val) [16][2900/6282] eta: 0:04:17 time: 0.0761 data_time: 0.0274 memory: 726 2022/08/07 22:57:58 - mmengine - INFO - Epoch(val) [16][2920/6282] eta: 0:03:02 time: 0.0544 data_time: 0.0089 memory: 726 2022/08/07 22:57:59 - mmengine - INFO - Epoch(val) [16][2940/6282] eta: 0:02:43 time: 0.0491 data_time: 0.0041 memory: 698 2022/08/07 22:58:00 - mmengine - INFO - Epoch(val) [16][2960/6282] eta: 0:03:15 time: 0.0588 data_time: 0.0099 memory: 698 2022/08/07 22:58:01 - mmengine - INFO - Epoch(val) [16][2980/6282] eta: 0:02:49 time: 0.0514 data_time: 0.0050 memory: 698 2022/08/07 22:58:02 - mmengine - INFO - Epoch(val) [16][3000/6282] eta: 0:03:00 time: 0.0549 data_time: 0.0058 memory: 698 2022/08/07 22:58:03 - mmengine - INFO - Epoch(val) [16][3020/6282] eta: 0:03:18 time: 0.0609 data_time: 0.0068 memory: 726 2022/08/07 22:58:04 - mmengine - INFO - Epoch(val) [16][3040/6282] eta: 0:03:07 time: 0.0580 data_time: 0.0064 memory: 726 2022/08/07 22:58:06 - mmengine - INFO - Epoch(val) [16][3060/6282] eta: 0:03:32 time: 0.0659 data_time: 0.0081 memory: 726 2022/08/07 22:58:07 - mmengine - INFO - Epoch(val) [16][3080/6282] eta: 0:03:34 time: 0.0671 data_time: 0.0078 memory: 726 2022/08/07 22:58:08 - mmengine - INFO - Epoch(val) [16][3100/6282] eta: 0:03:03 time: 0.0575 data_time: 0.0063 memory: 726 2022/08/07 22:58:10 - mmengine - INFO - Epoch(val) [16][3120/6282] eta: 0:04:29 time: 0.0853 data_time: 0.0076 memory: 677 2022/08/07 22:58:11 - mmengine - INFO - Epoch(val) [16][3140/6282] eta: 0:03:22 time: 0.0646 data_time: 0.0098 memory: 677 2022/08/07 22:58:12 - mmengine - INFO - Epoch(val) [16][3160/6282] eta: 0:02:45 time: 0.0529 data_time: 0.0059 memory: 677 2022/08/07 22:58:13 - mmengine - INFO - Epoch(val) [16][3180/6282] eta: 0:02:49 time: 0.0545 data_time: 0.0052 memory: 677 2022/08/07 22:58:15 - mmengine - INFO - Epoch(val) [16][3200/6282] eta: 0:03:07 time: 0.0607 data_time: 0.0096 memory: 726 2022/08/07 22:58:16 - mmengine - INFO - Epoch(val) [16][3220/6282] eta: 0:03:46 time: 0.0741 data_time: 0.0219 memory: 726 2022/08/07 22:58:18 - mmengine - INFO - Epoch(val) [16][3240/6282] eta: 0:03:58 time: 0.0784 data_time: 0.0230 memory: 726 2022/08/07 22:58:19 - mmengine - INFO - Epoch(val) [16][3260/6282] eta: 0:03:37 time: 0.0719 data_time: 0.0169 memory: 726 2022/08/07 22:58:21 - mmengine - INFO - Epoch(val) [16][3280/6282] eta: 0:03:25 time: 0.0686 data_time: 0.0150 memory: 726 2022/08/07 22:58:22 - mmengine - INFO - Epoch(val) [16][3300/6282] eta: 0:02:59 time: 0.0602 data_time: 0.0068 memory: 726 2022/08/07 22:58:23 - mmengine - INFO - Epoch(val) [16][3320/6282] eta: 0:03:01 time: 0.0614 data_time: 0.0083 memory: 726 2022/08/07 22:58:24 - mmengine - INFO - Epoch(val) [16][3340/6282] eta: 0:02:59 time: 0.0609 data_time: 0.0071 memory: 726 2022/08/07 22:58:25 - mmengine - INFO - Epoch(val) [16][3360/6282] eta: 0:02:53 time: 0.0593 data_time: 0.0067 memory: 726 2022/08/07 22:58:27 - mmengine - INFO - Epoch(val) [16][3380/6282] eta: 0:02:39 time: 0.0551 data_time: 0.0053 memory: 726 2022/08/07 22:58:28 - mmengine - INFO - Epoch(val) [16][3400/6282] eta: 0:02:27 time: 0.0514 data_time: 0.0039 memory: 676 2022/08/07 22:58:29 - mmengine - INFO - Epoch(val) [16][3420/6282] eta: 0:03:44 time: 0.0783 data_time: 0.0067 memory: 676 2022/08/07 22:58:30 - mmengine - INFO - Epoch(val) [16][3440/6282] eta: 0:02:23 time: 0.0506 data_time: 0.0046 memory: 676 2022/08/07 22:58:31 - mmengine - INFO - Epoch(val) [16][3460/6282] eta: 0:02:12 time: 0.0469 data_time: 0.0048 memory: 676 2022/08/07 22:58:32 - mmengine - INFO - Epoch(val) [16][3480/6282] eta: 0:02:10 time: 0.0465 data_time: 0.0043 memory: 676 2022/08/07 22:58:33 - mmengine - INFO - Epoch(val) [16][3500/6282] eta: 0:02:17 time: 0.0494 data_time: 0.0055 memory: 676 2022/08/07 22:58:34 - mmengine - INFO - Epoch(val) [16][3520/6282] eta: 0:02:19 time: 0.0506 data_time: 0.0070 memory: 676 2022/08/07 22:58:35 - mmengine - INFO - Epoch(val) [16][3540/6282] eta: 0:02:20 time: 0.0511 data_time: 0.0063 memory: 676 2022/08/07 22:58:36 - mmengine - INFO - Epoch(val) [16][3560/6282] eta: 0:02:29 time: 0.0549 data_time: 0.0062 memory: 676 2022/08/07 22:58:37 - mmengine - INFO - Epoch(val) [16][3580/6282] eta: 0:02:35 time: 0.0577 data_time: 0.0070 memory: 712 2022/08/07 22:58:39 - mmengine - INFO - Epoch(val) [16][3600/6282] eta: 0:02:24 time: 0.0539 data_time: 0.0058 memory: 712 2022/08/07 22:58:40 - mmengine - INFO - Epoch(val) [16][3620/6282] eta: 0:02:40 time: 0.0603 data_time: 0.0095 memory: 712 2022/08/07 22:58:41 - mmengine - INFO - Epoch(val) [16][3640/6282] eta: 0:02:35 time: 0.0590 data_time: 0.0083 memory: 712 2022/08/07 22:58:42 - mmengine - INFO - Epoch(val) [16][3660/6282] eta: 0:02:31 time: 0.0578 data_time: 0.0054 memory: 712 2022/08/07 22:58:43 - mmengine - INFO - Epoch(val) [16][3680/6282] eta: 0:02:25 time: 0.0560 data_time: 0.0080 memory: 726 2022/08/07 22:58:45 - mmengine - INFO - Epoch(val) [16][3700/6282] eta: 0:03:41 time: 0.0858 data_time: 0.0337 memory: 726 2022/08/07 22:58:47 - mmengine - INFO - Epoch(val) [16][3720/6282] eta: 0:04:01 time: 0.0943 data_time: 0.0438 memory: 726 2022/08/07 22:58:48 - mmengine - INFO - Epoch(val) [16][3740/6282] eta: 0:03:15 time: 0.0767 data_time: 0.0202 memory: 726 2022/08/07 22:58:51 - mmengine - INFO - Epoch(val) [16][3760/6282] eta: 0:04:27 time: 0.1062 data_time: 0.0152 memory: 726 2022/08/07 22:58:52 - mmengine - INFO - Epoch(val) [16][3780/6282] eta: 0:02:58 time: 0.0714 data_time: 0.0145 memory: 726 2022/08/07 22:58:54 - mmengine - INFO - Epoch(val) [16][3800/6282] eta: 0:03:40 time: 0.0887 data_time: 0.0330 memory: 726 2022/08/07 22:58:56 - mmengine - INFO - Epoch(val) [16][3820/6282] eta: 0:03:44 time: 0.0914 data_time: 0.0364 memory: 726 2022/08/07 22:58:57 - mmengine - INFO - Epoch(val) [16][3840/6282] eta: 0:03:29 time: 0.0858 data_time: 0.0308 memory: 726 2022/08/07 22:58:59 - mmengine - INFO - Epoch(val) [16][3860/6282] eta: 0:03:51 time: 0.0957 data_time: 0.0434 memory: 726 2022/08/07 22:59:02 - mmengine - INFO - Epoch(val) [16][3880/6282] eta: 0:04:15 time: 0.1066 data_time: 0.0286 memory: 726 2022/08/07 22:59:03 - mmengine - INFO - Epoch(val) [16][3900/6282] eta: 0:02:17 time: 0.0579 data_time: 0.0062 memory: 726 2022/08/07 22:59:04 - mmengine - INFO - Epoch(val) [16][3920/6282] eta: 0:02:48 time: 0.0714 data_time: 0.0181 memory: 726 2022/08/07 22:59:06 - mmengine - INFO - Epoch(val) [16][3940/6282] eta: 0:03:01 time: 0.0776 data_time: 0.0268 memory: 726 2022/08/07 22:59:07 - mmengine - INFO - Epoch(val) [16][3960/6282] eta: 0:02:00 time: 0.0518 data_time: 0.0060 memory: 726 2022/08/07 22:59:08 - mmengine - INFO - Epoch(val) [16][3980/6282] eta: 0:01:55 time: 0.0501 data_time: 0.0035 memory: 726 2022/08/07 22:59:09 - mmengine - INFO - Epoch(val) [16][4000/6282] eta: 0:02:09 time: 0.0568 data_time: 0.0047 memory: 726 2022/08/07 22:59:10 - mmengine - INFO - Epoch(val) [16][4020/6282] eta: 0:01:54 time: 0.0506 data_time: 0.0048 memory: 726 2022/08/07 22:59:11 - mmengine - INFO - Epoch(val) [16][4040/6282] eta: 0:02:03 time: 0.0550 data_time: 0.0045 memory: 791 2022/08/07 22:59:13 - mmengine - INFO - Epoch(val) [16][4060/6282] eta: 0:02:46 time: 0.0750 data_time: 0.0065 memory: 791 2022/08/07 22:59:14 - mmengine - INFO - Epoch(val) [16][4080/6282] eta: 0:02:30 time: 0.0684 data_time: 0.0079 memory: 791 2022/08/07 22:59:15 - mmengine - INFO - Epoch(val) [16][4100/6282] eta: 0:02:25 time: 0.0668 data_time: 0.0068 memory: 791 2022/08/07 22:59:17 - mmengine - INFO - Epoch(val) [16][4120/6282] eta: 0:02:35 time: 0.0717 data_time: 0.0072 memory: 791 2022/08/07 22:59:18 - mmengine - INFO - Epoch(val) [16][4140/6282] eta: 0:02:20 time: 0.0655 data_time: 0.0084 memory: 791 2022/08/07 22:59:19 - mmengine - INFO - Epoch(val) [16][4160/6282] eta: 0:01:56 time: 0.0549 data_time: 0.0054 memory: 676 2022/08/07 22:59:20 - mmengine - INFO - Epoch(val) [16][4180/6282] eta: 0:01:55 time: 0.0549 data_time: 0.0071 memory: 676 2022/08/07 22:59:21 - mmengine - INFO - Epoch(val) [16][4200/6282] eta: 0:01:49 time: 0.0524 data_time: 0.0062 memory: 676 2022/08/07 22:59:22 - mmengine - INFO - Epoch(val) [16][4220/6282] eta: 0:01:46 time: 0.0518 data_time: 0.0058 memory: 676 2022/08/07 22:59:23 - mmengine - INFO - Epoch(val) [16][4240/6282] eta: 0:01:38 time: 0.0484 data_time: 0.0056 memory: 677 2022/08/07 22:59:24 - mmengine - INFO - Epoch(val) [16][4260/6282] eta: 0:01:36 time: 0.0478 data_time: 0.0051 memory: 677 2022/08/07 22:59:25 - mmengine - INFO - Epoch(val) [16][4280/6282] eta: 0:01:33 time: 0.0465 data_time: 0.0052 memory: 677 2022/08/07 22:59:26 - mmengine - INFO - Epoch(val) [16][4300/6282] eta: 0:01:37 time: 0.0494 data_time: 0.0060 memory: 677 2022/08/07 22:59:27 - mmengine - INFO - Epoch(val) [16][4320/6282] eta: 0:01:37 time: 0.0498 data_time: 0.0052 memory: 677 2022/08/07 22:59:28 - mmengine - INFO - Epoch(val) [16][4340/6282] eta: 0:01:38 time: 0.0505 data_time: 0.0065 memory: 677 2022/08/07 22:59:30 - mmengine - INFO - Epoch(val) [16][4360/6282] eta: 0:02:08 time: 0.0667 data_time: 0.0062 memory: 726 2022/08/07 22:59:31 - mmengine - INFO - Epoch(val) [16][4380/6282] eta: 0:01:43 time: 0.0542 data_time: 0.0057 memory: 726 2022/08/07 22:59:32 - mmengine - INFO - Epoch(val) [16][4400/6282] eta: 0:01:56 time: 0.0620 data_time: 0.0086 memory: 726 2022/08/07 22:59:33 - 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Epoch(val) [16][4580/6282] eta: 0:01:26 time: 0.0509 data_time: 0.0055 memory: 677 2022/08/07 22:59:44 - mmengine - INFO - Epoch(val) [16][4600/6282] eta: 0:01:30 time: 0.0540 data_time: 0.0074 memory: 677 2022/08/07 22:59:45 - mmengine - INFO - Epoch(val) [16][4620/6282] eta: 0:01:21 time: 0.0490 data_time: 0.0056 memory: 677 2022/08/07 22:59:46 - mmengine - INFO - Epoch(val) [16][4640/6282] eta: 0:01:29 time: 0.0546 data_time: 0.0059 memory: 733 2022/08/07 22:59:47 - mmengine - INFO - Epoch(val) [16][4660/6282] eta: 0:01:31 time: 0.0565 data_time: 0.0071 memory: 733 2022/08/07 22:59:48 - mmengine - INFO - Epoch(val) [16][4680/6282] eta: 0:01:34 time: 0.0588 data_time: 0.0057 memory: 733 2022/08/07 22:59:50 - mmengine - INFO - Epoch(val) [16][4700/6282] eta: 0:01:46 time: 0.0675 data_time: 0.0076 memory: 733 2022/08/07 22:59:51 - mmengine - INFO - Epoch(val) [16][4720/6282] eta: 0:01:32 time: 0.0592 data_time: 0.0066 memory: 733 2022/08/07 22:59:52 - mmengine - INFO - Epoch(val) [16][4740/6282] eta: 0:01:22 time: 0.0538 data_time: 0.0060 memory: 698 2022/08/07 22:59:53 - mmengine - INFO - Epoch(val) [16][4760/6282] eta: 0:01:17 time: 0.0511 data_time: 0.0055 memory: 698 2022/08/07 22:59:54 - mmengine - INFO - Epoch(val) [16][4780/6282] eta: 0:01:23 time: 0.0553 data_time: 0.0079 memory: 698 2022/08/07 22:59:55 - mmengine - INFO - Epoch(val) [16][4800/6282] eta: 0:01:21 time: 0.0548 data_time: 0.0067 memory: 698 2022/08/07 22:59:56 - mmengine - INFO - Epoch(val) [16][4820/6282] eta: 0:01:21 time: 0.0554 data_time: 0.0058 memory: 726 2022/08/07 22:59:58 - mmengine - INFO - Epoch(val) [16][4840/6282] eta: 0:01:26 time: 0.0597 data_time: 0.0072 memory: 726 2022/08/07 22:59:59 - mmengine - INFO - Epoch(val) [16][4860/6282] eta: 0:01:29 time: 0.0628 data_time: 0.0061 memory: 726 2022/08/07 23:00:00 - mmengine - INFO - Epoch(val) [16][4880/6282] eta: 0:01:19 time: 0.0567 data_time: 0.0064 memory: 726 2022/08/07 23:00:01 - mmengine - INFO - Epoch(val) [16][4900/6282] eta: 0:01:22 time: 0.0596 data_time: 0.0057 memory: 726 2022/08/07 23:00:03 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [16][5100/6282] eta: 0:01:08 time: 0.0581 data_time: 0.0071 memory: 677 2022/08/07 23:00:15 - mmengine - INFO - Epoch(val) [16][5120/6282] eta: 0:01:09 time: 0.0601 data_time: 0.0088 memory: 677 2022/08/07 23:00:16 - mmengine - INFO - Epoch(val) [16][5140/6282] eta: 0:01:02 time: 0.0550 data_time: 0.0063 memory: 676 2022/08/07 23:00:17 - mmengine - INFO - Epoch(val) [16][5160/6282] eta: 0:01:02 time: 0.0554 data_time: 0.0076 memory: 676 2022/08/07 23:00:18 - mmengine - INFO - Epoch(val) [16][5180/6282] eta: 0:01:01 time: 0.0562 data_time: 0.0060 memory: 676 2022/08/07 23:00:20 - mmengine - INFO - Epoch(val) [16][5200/6282] eta: 0:01:26 time: 0.0801 data_time: 0.0095 memory: 676 2022/08/07 23:00:21 - mmengine - INFO - Epoch(val) [16][5220/6282] eta: 0:00:55 time: 0.0523 data_time: 0.0057 memory: 676 2022/08/07 23:00:22 - mmengine - INFO - Epoch(val) [16][5240/6282] eta: 0:00:54 time: 0.0522 data_time: 0.0057 memory: 676 2022/08/07 23:00:23 - mmengine - INFO - Epoch(val) [16][5260/6282] eta: 0:00:54 time: 0.0534 data_time: 0.0065 memory: 676 2022/08/07 23:00:24 - mmengine - INFO - Epoch(val) [16][5280/6282] eta: 0:00:55 time: 0.0550 data_time: 0.0065 memory: 676 2022/08/07 23:00:26 - mmengine - INFO - Epoch(val) [16][5300/6282] eta: 0:00:54 time: 0.0556 data_time: 0.0065 memory: 676 2022/08/07 23:00:27 - mmengine - INFO - Epoch(val) [16][5320/6282] eta: 0:00:50 time: 0.0527 data_time: 0.0061 memory: 676 2022/08/07 23:00:28 - mmengine - INFO - Epoch(val) [16][5340/6282] eta: 0:00:52 time: 0.0552 data_time: 0.0056 memory: 676 2022/08/07 23:00:29 - mmengine - INFO - Epoch(val) [16][5360/6282] eta: 0:00:58 time: 0.0632 data_time: 0.0061 memory: 676 2022/08/07 23:00:30 - mmengine - INFO - Epoch(val) [16][5380/6282] eta: 0:00:49 time: 0.0548 data_time: 0.0055 memory: 676 2022/08/07 23:00:31 - mmengine - INFO - Epoch(val) [16][5400/6282] eta: 0:00:49 time: 0.0560 data_time: 0.0077 memory: 676 2022/08/07 23:00:32 - mmengine - INFO - Epoch(val) [16][5420/6282] eta: 0:00:45 time: 0.0532 data_time: 0.0061 memory: 676 2022/08/07 23:00:33 - mmengine - INFO - Epoch(val) [16][5440/6282] eta: 0:00:44 time: 0.0529 data_time: 0.0056 memory: 676 2022/08/07 23:00:35 - mmengine - INFO - Epoch(val) [16][5460/6282] eta: 0:00:45 time: 0.0553 data_time: 0.0072 memory: 676 2022/08/07 23:00:36 - mmengine - INFO - Epoch(val) [16][5480/6282] eta: 0:00:43 time: 0.0546 data_time: 0.0073 memory: 676 2022/08/07 23:00:37 - mmengine - INFO - Epoch(val) [16][5500/6282] eta: 0:00:42 time: 0.0548 data_time: 0.0054 memory: 676 2022/08/07 23:00:38 - mmengine - INFO - Epoch(val) [16][5520/6282] eta: 0:00:43 time: 0.0566 data_time: 0.0068 memory: 691 2022/08/07 23:00:40 - mmengine - INFO - Epoch(val) [16][5540/6282] eta: 0:01:00 time: 0.0814 data_time: 0.0059 memory: 691 2022/08/07 23:00:41 - mmengine - INFO - Epoch(val) [16][5560/6282] eta: 0:00:40 time: 0.0557 data_time: 0.0057 memory: 691 2022/08/07 23:00:42 - mmengine - INFO - Epoch(val) [16][5580/6282] eta: 0:00:38 time: 0.0545 data_time: 0.0067 memory: 691 2022/08/07 23:00:43 - mmengine - INFO - Epoch(val) [16][5600/6282] eta: 0:00:36 time: 0.0531 data_time: 0.0056 memory: 691 2022/08/07 23:00:44 - mmengine - INFO - Epoch(val) [16][5620/6282] eta: 0:00:32 time: 0.0489 data_time: 0.0052 memory: 691 2022/08/07 23:00:45 - mmengine - INFO - Epoch(val) [16][5640/6282] eta: 0:00:29 time: 0.0456 data_time: 0.0048 memory: 676 2022/08/07 23:00:46 - mmengine - INFO - Epoch(val) [16][5660/6282] eta: 0:00:32 time: 0.0529 data_time: 0.0077 memory: 676 2022/08/07 23:00:47 - mmengine - INFO - Epoch(val) [16][5680/6282] eta: 0:00:31 time: 0.0525 data_time: 0.0052 memory: 676 2022/08/07 23:00:48 - mmengine - INFO - Epoch(val) [16][5700/6282] eta: 0:00:31 time: 0.0533 data_time: 0.0065 memory: 676 2022/08/07 23:00:49 - mmengine - INFO - Epoch(val) [16][5720/6282] eta: 0:00:30 time: 0.0534 data_time: 0.0075 memory: 705 2022/08/07 23:00:50 - mmengine - INFO - Epoch(val) [16][5740/6282] eta: 0:00:32 time: 0.0595 data_time: 0.0080 memory: 705 2022/08/07 23:00:52 - mmengine - INFO - Epoch(val) [16][5760/6282] eta: 0:00:29 time: 0.0565 data_time: 0.0072 memory: 705 2022/08/07 23:00:53 - mmengine - INFO - Epoch(val) [16][5780/6282] eta: 0:00:27 time: 0.0538 data_time: 0.0065 memory: 705 2022/08/07 23:00:54 - mmengine - INFO - Epoch(val) [16][5800/6282] eta: 0:00:25 time: 0.0539 data_time: 0.0056 memory: 705 2022/08/07 23:00:55 - mmengine - INFO - Epoch(val) [16][5820/6282] eta: 0:00:27 time: 0.0585 data_time: 0.0057 memory: 705 2022/08/07 23:00:56 - mmengine - INFO - Epoch(val) [16][5840/6282] eta: 0:00:24 time: 0.0544 data_time: 0.0060 memory: 691 2022/08/07 23:00:57 - mmengine - INFO - Epoch(val) [16][5860/6282] eta: 0:00:22 time: 0.0527 data_time: 0.0068 memory: 691 2022/08/07 23:00:58 - mmengine - INFO - Epoch(val) [16][5880/6282] eta: 0:00:22 time: 0.0565 data_time: 0.0084 memory: 691 2022/08/07 23:01:00 - mmengine - INFO - Epoch(val) [16][5900/6282] eta: 0:00:31 time: 0.0828 data_time: 0.0079 memory: 691 2022/08/07 23:01:01 - mmengine - INFO - Epoch(val) [16][5920/6282] eta: 0:00:20 time: 0.0558 data_time: 0.0081 memory: 691 2022/08/07 23:01:02 - mmengine - INFO - Epoch(val) [16][5940/6282] eta: 0:00:18 time: 0.0542 data_time: 0.0073 memory: 676 2022/08/07 23:01:03 - mmengine - INFO - Epoch(val) [16][5960/6282] eta: 0:00:17 time: 0.0544 data_time: 0.0072 memory: 676 2022/08/07 23:01:04 - mmengine - INFO - Epoch(val) [16][5980/6282] eta: 0:00:16 time: 0.0559 data_time: 0.0090 memory: 676 2022/08/07 23:01:06 - mmengine - INFO - Epoch(val) [16][6000/6282] eta: 0:00:17 time: 0.0612 data_time: 0.0065 memory: 726 2022/08/07 23:01:07 - mmengine - INFO - Epoch(val) [16][6020/6282] eta: 0:00:15 time: 0.0579 data_time: 0.0063 memory: 726 2022/08/07 23:01:08 - mmengine - INFO - Epoch(val) [16][6040/6282] eta: 0:00:13 time: 0.0547 data_time: 0.0067 memory: 726 2022/08/07 23:01:09 - mmengine - INFO - Epoch(val) [16][6060/6282] eta: 0:00:13 time: 0.0595 data_time: 0.0080 memory: 726 2022/08/07 23:01:10 - mmengine - INFO - Epoch(val) [16][6080/6282] eta: 0:00:12 time: 0.0622 data_time: 0.0084 memory: 726 2022/08/07 23:01:12 - mmengine - INFO - Epoch(val) [16][6100/6282] eta: 0:00:11 time: 0.0658 data_time: 0.0146 memory: 726 2022/08/07 23:01:13 - mmengine - INFO - Epoch(val) [16][6120/6282] eta: 0:00:12 time: 0.0772 data_time: 0.0262 memory: 726 2022/08/07 23:01:15 - mmengine - INFO - Epoch(val) [16][6140/6282] eta: 0:00:10 time: 0.0732 data_time: 0.0243 memory: 726 2022/08/07 23:01:16 - mmengine - INFO - Epoch(val) [16][6160/6282] eta: 0:00:06 time: 0.0571 data_time: 0.0106 memory: 726 2022/08/07 23:01:17 - mmengine - INFO - Epoch(val) [16][6180/6282] eta: 0:00:04 time: 0.0441 data_time: 0.0044 memory: 726 2022/08/07 23:01:18 - mmengine - INFO - Epoch(val) [16][6200/6282] eta: 0:00:03 time: 0.0419 data_time: 0.0027 memory: 726 2022/08/07 23:01:18 - mmengine - INFO - Epoch(val) [16][6220/6282] eta: 0:00:02 time: 0.0410 data_time: 0.0028 memory: 726 2022/08/07 23:01:20 - mmengine - INFO - Epoch(val) [16][6240/6282] eta: 0:00:02 time: 0.0674 data_time: 0.0042 memory: 726 2022/08/07 23:01:21 - mmengine - INFO - Epoch(val) [16][6260/6282] eta: 0:00:00 time: 0.0417 data_time: 0.0039 memory: 726 2022/08/07 23:01:21 - mmengine - INFO - Epoch(val) [16][6280/6282] eta: 0:00:00 time: 0.0401 data_time: 0.0025 memory: 726 2022/08/07 23:04:27 - mmengine - INFO - Epoch(val) [16][6282/6282] mAP/mAP@0.5IOU: 0.2442 2022/08/07 23:04:50 - mmengine - INFO - Epoch(train) [17][20/1441] lr: 2.0000e-03 eta: 1:28:19 time: 1.1610 data_time: 0.2923 memory: 18616 grad_norm: 0.1336 recall@thr=0.5: 0.7986 prec@thr=0.5: 0.9028 recall@top3: 0.8767 prec@top3: 0.7847 recall@top5: 0.9549 prec@top5: 0.5250 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 23:05:07 - mmengine - INFO - Epoch(train) [17][40/1441] lr: 2.0000e-03 eta: 1:28:00 time: 0.8533 data_time: 0.0447 memory: 18616 grad_norm: 0.1359 recall@thr=0.5: 0.8354 prec@thr=0.5: 0.7917 recall@top3: 0.9042 prec@top3: 0.7000 recall@top5: 1.0000 prec@top5: 0.4600 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 23:05:26 - mmengine - INFO - Epoch(train) [17][60/1441] lr: 2.0000e-03 eta: 1:27:42 time: 0.9570 data_time: 0.1282 memory: 18616 grad_norm: 0.1357 recall@thr=0.5: 0.8274 prec@thr=0.5: 0.8849 recall@top3: 0.8425 prec@top3: 0.6032 recall@top5: 0.9464 prec@top5: 0.4333 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 23:05:44 - mmengine - INFO - Epoch(train) [17][80/1441] lr: 2.0000e-03 eta: 1:27:23 time: 0.8724 data_time: 0.0457 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.7504 prec@thr=0.5: 0.7775 recall@top3: 0.7525 prec@top3: 0.6377 recall@top5: 0.9058 prec@top5: 0.4696 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 23:06:01 - mmengine - INFO - Epoch(train) [17][100/1441] lr: 2.0000e-03 eta: 1:27:05 time: 0.8642 data_time: 0.0478 memory: 18616 grad_norm: 0.1369 recall@thr=0.5: 0.8679 prec@thr=0.5: 0.8886 recall@top3: 0.8760 prec@top3: 0.7480 recall@top5: 0.9756 prec@top5: 0.5073 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 23:06:18 - mmengine - INFO - Epoch(train) [17][120/1441] lr: 2.0000e-03 eta: 1:26:46 time: 0.8396 data_time: 0.0443 memory: 18616 grad_norm: 0.1328 recall@thr=0.5: 0.7042 prec@thr=0.5: 0.7800 recall@top3: 0.8292 prec@top3: 0.6917 recall@top5: 0.9271 prec@top5: 0.4700 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 23:06:35 - mmengine - INFO - Epoch(train) [17][140/1441] lr: 2.0000e-03 eta: 1:26:27 time: 0.8446 data_time: 0.0441 memory: 18616 grad_norm: 0.1403 recall@thr=0.5: 0.7730 prec@thr=0.5: 0.8014 recall@top3: 0.8457 prec@top3: 0.6596 recall@top5: 0.9787 prec@top5: 0.4681 loss_action_cls: 0.0280 loss: 0.0280 2022/08/07 23:06:52 - mmengine - INFO - Epoch(train) [17][160/1441] lr: 2.0000e-03 eta: 1:26:08 time: 0.8680 data_time: 0.0369 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.7320 prec@thr=0.5: 0.8480 recall@top3: 0.8350 prec@top3: 0.6993 recall@top5: 0.9559 prec@top5: 0.4824 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 23:07:09 - mmengine - INFO - Epoch(train) [17][180/1441] lr: 2.0000e-03 eta: 1:25:50 time: 0.8625 data_time: 0.0359 memory: 18616 grad_norm: 0.1395 recall@thr=0.5: 0.8404 prec@thr=0.5: 0.9007 recall@top3: 0.8848 prec@top3: 0.7730 recall@top5: 0.9770 prec@top5: 0.5234 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 23:07:26 - mmengine - INFO - Epoch(train) [17][200/1441] lr: 2.0000e-03 eta: 1:25:31 time: 0.8537 data_time: 0.0352 memory: 18616 grad_norm: 0.1360 recall@thr=0.5: 0.8659 prec@thr=0.5: 0.8225 recall@top3: 0.8529 prec@top3: 0.7246 recall@top5: 0.9399 prec@top5: 0.5000 loss_action_cls: 0.0296 loss: 0.0296 2022/08/07 23:07:44 - mmengine - INFO - Epoch(train) [17][220/1441] lr: 2.0000e-03 eta: 1:25:12 time: 0.8626 data_time: 0.0512 memory: 18616 grad_norm: 0.1364 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.8435 recall@top3: 0.8480 prec@top3: 0.6423 recall@top5: 0.9472 prec@top5: 0.4390 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 23:08:00 - mmengine - INFO - Epoch(train) [17][240/1441] lr: 2.0000e-03 eta: 1:24:53 time: 0.8123 data_time: 0.0356 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.8472 prec@thr=0.5: 0.8076 recall@top3: 0.9028 prec@top3: 0.7431 recall@top5: 0.9896 prec@top5: 0.5000 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 23:08:17 - mmengine - INFO - Epoch(train) [17][260/1441] lr: 2.0000e-03 eta: 1:24:34 time: 0.8499 data_time: 0.0348 memory: 18616 grad_norm: 0.1386 recall@thr=0.5: 0.7438 prec@thr=0.5: 0.7673 recall@top3: 0.8241 prec@top3: 0.5802 recall@top5: 0.8858 prec@top5: 0.3889 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 23:08:34 - mmengine - INFO - Epoch(train) [17][280/1441] lr: 2.0000e-03 eta: 1:24:16 time: 0.8491 data_time: 0.0427 memory: 18616 grad_norm: 0.1343 recall@thr=0.5: 0.8023 prec@thr=0.5: 0.8503 recall@top3: 0.9011 prec@top3: 0.6610 recall@top5: 0.9350 prec@top5: 0.4169 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 23:08:51 - mmengine - INFO - Epoch(train) [17][300/1441] lr: 2.0000e-03 eta: 1:23:57 time: 0.8530 data_time: 0.0436 memory: 18616 grad_norm: 0.1386 recall@thr=0.5: 0.8046 prec@thr=0.5: 0.8051 recall@top3: 0.8667 prec@top3: 0.6852 recall@top5: 0.9722 prec@top5: 0.4833 loss_action_cls: 0.0274 loss: 0.0274 2022/08/07 23:09:08 - mmengine - INFO - Epoch(train) [17][320/1441] lr: 2.0000e-03 eta: 1:23:38 time: 0.8544 data_time: 0.0333 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8644 recall@top3: 0.8389 prec@top3: 0.7407 recall@top5: 0.9796 prec@top5: 0.5422 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 23:09:25 - mmengine - INFO - Epoch(train) [17][340/1441] lr: 2.0000e-03 eta: 1:23:19 time: 0.8481 data_time: 0.0381 memory: 18616 grad_norm: 0.1374 recall@thr=0.5: 0.8283 prec@thr=0.5: 0.8437 recall@top3: 0.8683 prec@top3: 0.6867 recall@top5: 0.9517 prec@top5: 0.4680 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 23:09:42 - mmengine - INFO - Epoch(train) [17][360/1441] lr: 2.0000e-03 eta: 1:23:00 time: 0.8510 data_time: 0.0372 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.8428 prec@thr=0.5: 0.8977 recall@top3: 0.8883 prec@top3: 0.7424 recall@top5: 0.9697 prec@top5: 0.5000 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 23:09:59 - mmengine - INFO - Epoch(train) [17][380/1441] lr: 2.0000e-03 eta: 1:22:42 time: 0.8297 data_time: 0.0362 memory: 18616 grad_norm: 0.1366 recall@thr=0.5: 0.7019 prec@thr=0.5: 0.7889 recall@top3: 0.8500 prec@top3: 0.7037 recall@top5: 0.9407 prec@top5: 0.4711 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 23:10:16 - mmengine - INFO - Epoch(train) [17][400/1441] lr: 2.0000e-03 eta: 1:22:23 time: 0.8527 data_time: 0.0307 memory: 18616 grad_norm: 0.1340 recall@thr=0.5: 0.8132 prec@thr=0.5: 0.8825 recall@top3: 0.8395 prec@top3: 0.6754 recall@top5: 0.9254 prec@top5: 0.4684 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 23:10:33 - mmengine - INFO - Epoch(train) [17][420/1441] lr: 2.0000e-03 eta: 1:22:04 time: 0.8625 data_time: 0.0356 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.8395 prec@thr=0.5: 0.8818 recall@top3: 0.8899 prec@top3: 0.6977 recall@top5: 0.9767 prec@top5: 0.4651 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 23:10:50 - mmengine - INFO - Epoch(train) [17][440/1441] lr: 2.0000e-03 eta: 1:21:45 time: 0.8377 data_time: 0.0343 memory: 18616 grad_norm: 0.1353 recall@thr=0.5: 0.8377 prec@thr=0.5: 0.9111 recall@top3: 0.8937 prec@top3: 0.7857 recall@top5: 0.9548 prec@top5: 0.5143 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 23:11:06 - mmengine - INFO - Epoch(train) [17][460/1441] lr: 2.0000e-03 eta: 1:21:27 time: 0.8408 data_time: 0.0406 memory: 18616 grad_norm: 0.1389 recall@thr=0.5: 0.7611 prec@thr=0.5: 0.7263 recall@top3: 0.8537 prec@top3: 0.6593 recall@top5: 0.9259 prec@top5: 0.4356 loss_action_cls: 0.0288 loss: 0.0288 2022/08/07 23:11:23 - mmengine - INFO - Epoch(train) [17][480/1441] lr: 2.0000e-03 eta: 1:21:08 time: 0.8376 data_time: 0.0366 memory: 18616 grad_norm: 0.1377 recall@thr=0.5: 0.7980 prec@thr=0.5: 0.8056 recall@top3: 0.8698 prec@top3: 0.6587 recall@top5: 0.9683 prec@top5: 0.4524 loss_action_cls: 0.0294 loss: 0.0294 2022/08/07 23:11:40 - mmengine - INFO - Epoch(train) [17][500/1441] lr: 2.0000e-03 eta: 1:20:49 time: 0.8438 data_time: 0.0474 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.8198 prec@thr=0.5: 0.8531 recall@top3: 0.8256 prec@top3: 0.7209 recall@top5: 0.9593 prec@top5: 0.5209 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 23:11:57 - mmengine - INFO - Epoch(train) [17][520/1441] lr: 2.0000e-03 eta: 1:20:30 time: 0.8586 data_time: 0.0409 memory: 18616 grad_norm: 0.1341 recall@thr=0.5: 0.8407 prec@thr=0.5: 0.8759 recall@top3: 0.9074 prec@top3: 0.6519 recall@top5: 0.9667 prec@top5: 0.4222 loss_action_cls: 0.0281 loss: 0.0281 2022/08/07 23:12:15 - mmengine - INFO - Epoch(train) [17][540/1441] lr: 2.0000e-03 eta: 1:20:12 time: 0.8864 data_time: 0.0319 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.7289 prec@thr=0.5: 0.8049 recall@top3: 0.7508 prec@top3: 0.6585 recall@top5: 0.8581 prec@top5: 0.4634 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 23:12:32 - mmengine - INFO - Epoch(train) [17][560/1441] lr: 2.0000e-03 eta: 1:19:53 time: 0.8762 data_time: 0.0559 memory: 18616 grad_norm: 0.1316 recall@thr=0.5: 0.8115 prec@thr=0.5: 0.8294 recall@top3: 0.8889 prec@top3: 0.7143 recall@top5: 0.9802 prec@top5: 0.4714 loss_action_cls: 0.0294 loss: 0.0294 2022/08/07 23:12:50 - mmengine - INFO - Epoch(train) [17][580/1441] lr: 2.0000e-03 eta: 1:19:34 time: 0.8821 data_time: 0.0437 memory: 18616 grad_norm: 0.1367 recall@thr=0.5: 0.8361 prec@thr=0.5: 0.8849 recall@top3: 0.9095 prec@top3: 0.6667 recall@top5: 0.9643 prec@top5: 0.4429 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 23:13:07 - mmengine - INFO - Epoch(train) [17][600/1441] lr: 2.0000e-03 eta: 1:19:16 time: 0.8433 data_time: 0.0371 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8792 recall@top3: 0.9083 prec@top3: 0.6583 recall@top5: 0.9917 prec@top5: 0.4450 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 23:13:24 - mmengine - INFO - Epoch(train) [17][620/1441] lr: 2.0000e-03 eta: 1:18:57 time: 0.8456 data_time: 0.0384 memory: 18616 grad_norm: 0.1350 recall@thr=0.5: 0.7872 prec@thr=0.5: 0.8430 recall@top3: 0.8283 prec@top3: 0.6822 recall@top5: 0.9574 prec@top5: 0.4884 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 23:13:41 - mmengine - INFO - Epoch(train) [17][640/1441] lr: 2.0000e-03 eta: 1:18:38 time: 0.8534 data_time: 0.0400 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.7130 prec@thr=0.5: 0.7630 recall@top3: 0.8556 prec@top3: 0.5926 recall@top5: 0.9741 prec@top5: 0.4133 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 23:13:58 - mmengine - INFO - Epoch(train) [17][660/1441] lr: 2.0000e-03 eta: 1:18:20 time: 0.8473 data_time: 0.0391 memory: 18616 grad_norm: 0.1363 recall@thr=0.5: 0.8229 prec@thr=0.5: 0.8646 recall@top3: 0.8872 prec@top3: 0.7153 recall@top5: 0.9427 prec@top5: 0.4625 loss_action_cls: 0.0294 loss: 0.0294 2022/08/07 23:14:15 - mmengine - INFO - Epoch(train) [17][680/1441] lr: 2.0000e-03 eta: 1:18:01 time: 0.8411 data_time: 0.0332 memory: 18616 grad_norm: 0.1330 recall@thr=0.5: 0.7817 prec@thr=0.5: 0.8767 recall@top3: 0.8983 prec@top3: 0.7467 recall@top5: 0.9850 prec@top5: 0.5040 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 23:14:33 - mmengine - INFO - Epoch(train) [17][700/1441] lr: 2.0000e-03 eta: 1:17:42 time: 0.9044 data_time: 0.0536 memory: 18616 grad_norm: 0.1374 recall@thr=0.5: 0.7325 prec@thr=0.5: 0.8224 recall@top3: 0.8070 prec@top3: 0.7456 recall@top5: 0.9167 prec@top5: 0.5158 loss_action_cls: 0.0295 loss: 0.0295 2022/08/07 23:14:49 - mmengine - INFO - Epoch(train) [17][720/1441] lr: 2.0000e-03 eta: 1:17:23 time: 0.8265 data_time: 0.0407 memory: 18616 grad_norm: 0.1353 recall@thr=0.5: 0.9000 prec@thr=0.5: 0.8833 recall@top3: 0.9593 prec@top3: 0.7037 recall@top5: 0.9778 prec@top5: 0.4356 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 23:15:07 - mmengine - INFO - Epoch(train) [17][740/1441] lr: 2.0000e-03 eta: 1:17:05 time: 0.8712 data_time: 0.0406 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.7563 prec@thr=0.5: 0.8354 recall@top3: 0.8792 prec@top3: 0.7000 recall@top5: 0.9250 prec@top5: 0.4500 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 23:15:24 - mmengine - INFO - Epoch(train) [17][760/1441] lr: 2.0000e-03 eta: 1:16:46 time: 0.8426 data_time: 0.0452 memory: 18616 grad_norm: 0.1372 recall@thr=0.5: 0.7677 prec@thr=0.5: 0.8333 recall@top3: 0.8219 prec@top3: 0.7847 recall@top5: 0.9774 prec@top5: 0.5667 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 23:15:41 - mmengine - INFO - Epoch(train) [17][780/1441] lr: 2.0000e-03 eta: 1:16:28 time: 0.8825 data_time: 0.0367 memory: 18616 grad_norm: 0.1348 recall@thr=0.5: 0.9007 prec@thr=0.5: 0.9239 recall@top3: 0.8938 prec@top3: 0.8188 recall@top5: 0.9913 prec@top5: 0.5609 loss_action_cls: 0.0290 loss: 0.0290 2022/08/07 23:15:58 - mmengine - INFO - Epoch(train) [17][800/1441] lr: 2.0000e-03 eta: 1:16:09 time: 0.8345 data_time: 0.0418 memory: 18616 grad_norm: 0.1362 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.8550 recall@top3: 0.8833 prec@top3: 0.7400 recall@top5: 0.9733 prec@top5: 0.4920 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 23:16:15 - mmengine - INFO - Epoch(train) [17][820/1441] lr: 2.0000e-03 eta: 1:15:50 time: 0.8553 data_time: 0.0359 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.8606 prec@thr=0.5: 0.9184 recall@top3: 0.9270 prec@top3: 0.8440 recall@top5: 0.9844 prec@top5: 0.5489 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 23:16:33 - mmengine - INFO - Epoch(train) [17][840/1441] lr: 2.0000e-03 eta: 1:15:32 time: 0.8873 data_time: 0.0349 memory: 18616 grad_norm: 0.1363 recall@thr=0.5: 0.7172 prec@thr=0.5: 0.8030 recall@top3: 0.8535 prec@top3: 0.7273 recall@top5: 0.9141 prec@top5: 0.4727 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 23:16:49 - mmengine - INFO - Epoch(train) [17][860/1441] lr: 2.0000e-03 eta: 1:15:13 time: 0.8208 data_time: 0.0333 memory: 18616 grad_norm: 0.1335 recall@thr=0.5: 0.8496 prec@thr=0.5: 0.8516 recall@top3: 0.8862 prec@top3: 0.7642 recall@top5: 0.9593 prec@top5: 0.5073 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 23:17:06 - mmengine - INFO - Epoch(train) [17][880/1441] lr: 2.0000e-03 eta: 1:14:54 time: 0.8588 data_time: 0.0324 memory: 18616 grad_norm: 0.1398 recall@thr=0.5: 0.8419 prec@thr=0.5: 0.8568 recall@top3: 0.8889 prec@top3: 0.6496 recall@top5: 0.9829 prec@top5: 0.4359 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 23:17:23 - mmengine - INFO - Epoch(train) [17][900/1441] lr: 2.0000e-03 eta: 1:14:35 time: 0.8366 data_time: 0.0434 memory: 18616 grad_norm: 0.1375 recall@thr=0.5: 0.7452 prec@thr=0.5: 0.8004 recall@top3: 0.8281 prec@top3: 0.6889 recall@top5: 0.9644 prec@top5: 0.4978 loss_action_cls: 0.0291 loss: 0.0291 2022/08/07 23:17:40 - mmengine - INFO - Epoch(train) [17][920/1441] lr: 2.0000e-03 eta: 1:14:17 time: 0.8481 data_time: 0.0385 memory: 18616 grad_norm: 0.1409 recall@thr=0.5: 0.7659 prec@thr=0.5: 0.8115 recall@top3: 0.8869 prec@top3: 0.7222 recall@top5: 0.9643 prec@top5: 0.4810 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 23:17:57 - mmengine - INFO - Epoch(train) [17][940/1441] lr: 2.0000e-03 eta: 1:13:58 time: 0.8479 data_time: 0.0320 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.8577 prec@thr=0.5: 0.8862 recall@top3: 0.9309 prec@top3: 0.6667 recall@top5: 0.9593 prec@top5: 0.4195 loss_action_cls: 0.0298 loss: 0.0298 2022/08/07 23:18:00 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 23:18:15 - mmengine - INFO - Epoch(train) [17][960/1441] lr: 2.0000e-03 eta: 1:13:39 time: 0.8719 data_time: 0.0340 memory: 18616 grad_norm: 0.1316 recall@thr=0.5: 0.8045 prec@thr=0.5: 0.8692 recall@top3: 0.8494 prec@top3: 0.7372 recall@top5: 0.9583 prec@top5: 0.5115 loss_action_cls: 0.0294 loss: 0.0294 2022/08/07 23:18:31 - mmengine - INFO - Epoch(train) [17][980/1441] lr: 2.0000e-03 eta: 1:13:21 time: 0.8363 data_time: 0.0374 memory: 18616 grad_norm: 0.1381 recall@thr=0.5: 0.8143 prec@thr=0.5: 0.8667 recall@top3: 0.8524 prec@top3: 0.7429 recall@top5: 0.9381 prec@top5: 0.4971 loss_action_cls: 0.0293 loss: 0.0293 2022/08/07 23:18:48 - mmengine - INFO - Epoch(train) [17][1000/1441] lr: 2.0000e-03 eta: 1:13:02 time: 0.8174 data_time: 0.0358 memory: 18616 grad_norm: 0.1342 recall@thr=0.5: 0.7785 prec@thr=0.5: 0.8158 recall@top3: 0.8947 prec@top3: 0.7018 recall@top5: 0.9539 prec@top5: 0.4579 loss_action_cls: 0.0291 loss: 0.0291 2022/08/07 23:19:05 - mmengine - INFO - Epoch(train) [17][1020/1441] lr: 2.0000e-03 eta: 1:12:43 time: 0.8614 data_time: 0.0348 memory: 18616 grad_norm: 0.1377 recall@thr=0.5: 0.6981 prec@thr=0.5: 0.8548 recall@top3: 0.7971 prec@top3: 0.6381 recall@top5: 0.8981 prec@top5: 0.4514 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 23:19:22 - mmengine - INFO - Epoch(train) [17][1040/1441] lr: 2.0000e-03 eta: 1:12:25 time: 0.8530 data_time: 0.0330 memory: 18616 grad_norm: 0.1340 recall@thr=0.5: 0.8355 prec@thr=0.5: 0.8333 recall@top3: 0.8910 prec@top3: 0.6923 recall@top5: 0.9744 prec@top5: 0.4718 loss_action_cls: 0.0286 loss: 0.0286 2022/08/07 23:19:39 - mmengine - INFO - Epoch(train) [17][1060/1441] lr: 2.0000e-03 eta: 1:12:06 time: 0.8459 data_time: 0.0414 memory: 18616 grad_norm: 0.1364 recall@thr=0.5: 0.7770 prec@thr=0.5: 0.8809 recall@top3: 0.8309 prec@top3: 0.6961 recall@top5: 0.9510 prec@top5: 0.5000 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 23:19:56 - mmengine - INFO - Epoch(train) [17][1080/1441] lr: 2.0000e-03 eta: 1:11:47 time: 0.8587 data_time: 0.0349 memory: 18616 grad_norm: 0.1374 recall@thr=0.5: 0.8659 prec@thr=0.5: 0.8659 recall@top3: 0.9024 prec@top3: 0.6341 recall@top5: 0.9512 prec@top5: 0.4049 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 23:20:14 - mmengine - INFO - Epoch(train) [17][1100/1441] lr: 2.0000e-03 eta: 1:11:29 time: 0.8852 data_time: 0.0584 memory: 18616 grad_norm: 0.1329 recall@thr=0.5: 0.7175 prec@thr=0.5: 0.7684 recall@top3: 0.7825 prec@top3: 0.6497 recall@top5: 0.8799 prec@top5: 0.4339 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 23:20:31 - mmengine - INFO - Epoch(train) [17][1120/1441] lr: 2.0000e-03 eta: 1:11:10 time: 0.8483 data_time: 0.0378 memory: 18616 grad_norm: 0.1282 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.9429 recall@top3: 0.8929 prec@top3: 0.7905 recall@top5: 0.9905 prec@top5: 0.5429 loss_action_cls: 0.0268 loss: 0.0268 2022/08/07 23:20:48 - mmengine - INFO - Epoch(train) [17][1140/1441] lr: 2.0000e-03 eta: 1:10:51 time: 0.8722 data_time: 0.0491 memory: 18616 grad_norm: 0.1348 recall@thr=0.5: 0.8720 prec@thr=0.5: 0.8794 recall@top3: 0.8801 prec@top3: 0.6667 recall@top5: 0.9876 prec@top5: 0.4638 loss_action_cls: 0.0300 loss: 0.0300 2022/08/07 23:21:06 - mmengine - INFO - Epoch(train) [17][1160/1441] lr: 2.0000e-03 eta: 1:10:33 time: 0.8692 data_time: 0.0352 memory: 18616 grad_norm: 0.1341 recall@thr=0.5: 0.8385 prec@thr=0.5: 0.8591 recall@top3: 0.8595 prec@top3: 0.6825 recall@top5: 0.9583 prec@top5: 0.4857 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 23:21:22 - mmengine - INFO - Epoch(train) [17][1180/1441] lr: 2.0000e-03 eta: 1:10:14 time: 0.8487 data_time: 0.0337 memory: 18616 grad_norm: 0.1366 recall@thr=0.5: 0.7994 prec@thr=0.5: 0.8497 recall@top3: 0.8781 prec@top3: 0.7407 recall@top5: 0.9861 prec@top5: 0.4852 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 23:21:39 - mmengine - INFO - Epoch(train) [17][1200/1441] lr: 2.0000e-03 eta: 1:09:55 time: 0.8195 data_time: 0.0340 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.7247 prec@thr=0.5: 0.7600 recall@top3: 0.8443 prec@top3: 0.6600 recall@top5: 0.9247 prec@top5: 0.4480 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 23:21:56 - mmengine - INFO - Epoch(train) [17][1220/1441] lr: 2.0000e-03 eta: 1:09:37 time: 0.8603 data_time: 0.0406 memory: 18616 grad_norm: 0.1393 recall@thr=0.5: 0.8175 prec@thr=0.5: 0.8544 recall@top3: 0.9306 prec@top3: 0.8095 recall@top5: 0.9881 prec@top5: 0.5286 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 23:22:14 - mmengine - INFO - Epoch(train) [17][1240/1441] lr: 2.0000e-03 eta: 1:09:18 time: 0.8837 data_time: 0.0417 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.8423 prec@thr=0.5: 0.8797 recall@top3: 0.8986 prec@top3: 0.7207 recall@top5: 0.9527 prec@top5: 0.4703 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 23:22:30 - mmengine - INFO - Epoch(train) [17][1260/1441] lr: 2.0000e-03 eta: 1:09:00 time: 0.8355 data_time: 0.0352 memory: 18616 grad_norm: 0.1392 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.9226 recall@top3: 0.8683 prec@top3: 0.8310 recall@top5: 0.9779 prec@top5: 0.5753 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 23:22:48 - mmengine - INFO - Epoch(train) [17][1280/1441] lr: 2.0000e-03 eta: 1:08:41 time: 0.8512 data_time: 0.0392 memory: 18616 grad_norm: 0.1330 recall@thr=0.5: 0.8209 prec@thr=0.5: 0.8455 recall@top3: 0.8212 prec@top3: 0.7152 recall@top5: 0.9382 prec@top5: 0.5127 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 23:23:05 - mmengine - INFO - Epoch(train) [17][1300/1441] lr: 2.0000e-03 eta: 1:08:22 time: 0.8580 data_time: 0.0351 memory: 18616 grad_norm: 0.1352 recall@thr=0.5: 0.6796 prec@thr=0.5: 0.8074 recall@top3: 0.8352 prec@top3: 0.6296 recall@top5: 0.8796 prec@top5: 0.4044 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 23:23:22 - mmengine - INFO - Epoch(train) [17][1320/1441] lr: 2.0000e-03 eta: 1:08:04 time: 0.8680 data_time: 0.0351 memory: 18616 grad_norm: 0.1382 recall@thr=0.5: 0.7604 prec@thr=0.5: 0.7370 recall@top3: 0.8802 prec@top3: 0.5833 recall@top5: 0.9896 prec@top5: 0.4000 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 23:23:38 - mmengine - INFO - Epoch(train) [17][1340/1441] lr: 2.0000e-03 eta: 1:07:45 time: 0.8211 data_time: 0.0370 memory: 18616 grad_norm: 0.1358 recall@thr=0.5: 0.7652 prec@thr=0.5: 0.7917 recall@top3: 0.8447 prec@top3: 0.5758 recall@top5: 0.9091 prec@top5: 0.3818 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 23:23:56 - mmengine - INFO - Epoch(train) [17][1360/1441] lr: 2.0000e-03 eta: 1:07:27 time: 0.8883 data_time: 0.0367 memory: 18616 grad_norm: 0.1357 recall@thr=0.5: 0.6910 prec@thr=0.5: 0.7708 recall@top3: 0.8229 prec@top3: 0.6597 recall@top5: 0.9306 prec@top5: 0.4583 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 23:24:14 - mmengine - INFO - Epoch(train) [17][1380/1441] lr: 2.0000e-03 eta: 1:07:08 time: 0.8652 data_time: 0.0392 memory: 18616 grad_norm: 0.1353 recall@thr=0.5: 0.8131 prec@thr=0.5: 0.8919 recall@top3: 0.9099 prec@top3: 0.7748 recall@top5: 0.9842 prec@top5: 0.5135 loss_action_cls: 0.0295 loss: 0.0295 2022/08/07 23:24:30 - mmengine - INFO - Epoch(train) [17][1400/1441] lr: 2.0000e-03 eta: 1:06:49 time: 0.8324 data_time: 0.0377 memory: 18616 grad_norm: 0.1360 recall@thr=0.5: 0.7947 prec@thr=0.5: 0.8493 recall@top3: 0.8500 prec@top3: 0.7376 recall@top5: 0.9326 prec@top5: 0.5021 loss_action_cls: 0.0300 loss: 0.0300 2022/08/07 23:24:48 - mmengine - INFO - Epoch(train) [17][1420/1441] lr: 2.0000e-03 eta: 1:06:31 time: 0.8893 data_time: 0.0414 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.8310 prec@thr=0.5: 0.8290 recall@top3: 0.8690 prec@top3: 0.6286 recall@top5: 0.9643 prec@top5: 0.4343 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 23:25:05 - mmengine - INFO - Epoch(train) [17][1440/1441] lr: 2.0000e-03 eta: 1:06:12 time: 0.8297 data_time: 0.0330 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.9037 prec@thr=0.5: 0.9037 recall@top3: 0.9574 prec@top3: 0.7259 recall@top5: 0.9815 prec@top5: 0.4533 loss_action_cls: 0.0287 loss: 0.0287 2022/08/07 23:25:05 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 23:25:05 - mmengine - INFO - Epoch(train) [17][1441/1441] lr: 2.0000e-03 eta: 1:06:12 time: 0.8144 data_time: 0.0328 memory: 9568 grad_norm: 0.1397 recall@thr=0.5: 0.8958 prec@thr=0.5: 0.8437 recall@top3: 0.9583 prec@top3: 0.5625 recall@top5: 1.0000 prec@top5: 0.3625 loss_action_cls: 0.0280 loss: 0.0280 2022/08/07 23:25:05 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/08/07 23:25:11 - mmengine - INFO - Epoch(val) [17][20/6282] eta: 0:06:52 time: 0.0658 data_time: 0.0196 memory: 663 2022/08/07 23:25:12 - mmengine - INFO - Epoch(val) [17][40/6282] eta: 0:06:26 time: 0.0619 data_time: 0.0102 memory: 663 2022/08/07 23:25:13 - mmengine - INFO - Epoch(val) [17][60/6282] eta: 0:05:18 time: 0.0512 data_time: 0.0064 memory: 663 2022/08/07 23:25:14 - mmengine - INFO - Epoch(val) [17][80/6282] eta: 0:05:15 time: 0.0509 data_time: 0.0053 memory: 663 2022/08/07 23:25:15 - mmengine - INFO - Epoch(val) [17][100/6282] eta: 0:05:09 time: 0.0500 data_time: 0.0056 memory: 663 2022/08/07 23:25:16 - mmengine - INFO - Epoch(val) [17][120/6282] eta: 0:05:33 time: 0.0542 data_time: 0.0061 memory: 726 2022/08/07 23:25:18 - mmengine - INFO - Epoch(val) [17][140/6282] eta: 0:06:30 time: 0.0637 data_time: 0.0081 memory: 726 2022/08/07 23:25:19 - mmengine - INFO - Epoch(val) [17][160/6282] eta: 0:06:31 time: 0.0640 data_time: 0.0085 memory: 726 2022/08/07 23:25:20 - mmengine - INFO - Epoch(val) [17][180/6282] eta: 0:06:45 time: 0.0664 data_time: 0.0073 memory: 726 2022/08/07 23:25:22 - mmengine - INFO - Epoch(val) [17][200/6282] eta: 0:09:48 time: 0.0967 data_time: 0.0092 memory: 726 2022/08/07 23:25:24 - mmengine - INFO - Epoch(val) [17][220/6282] eta: 0:06:28 time: 0.0641 data_time: 0.0104 memory: 676 2022/08/07 23:25:25 - mmengine - INFO - Epoch(val) [17][240/6282] eta: 0:05:04 time: 0.0504 data_time: 0.0050 memory: 676 2022/08/07 23:25:26 - mmengine - INFO - Epoch(val) [17][260/6282] eta: 0:05:24 time: 0.0539 data_time: 0.0049 memory: 676 2022/08/07 23:25:27 - mmengine - INFO - Epoch(val) [17][280/6282] eta: 0:05:01 time: 0.0502 data_time: 0.0071 memory: 676 2022/08/07 23:25:28 - mmengine - INFO - Epoch(val) [17][300/6282] eta: 0:05:40 time: 0.0570 data_time: 0.0077 memory: 726 2022/08/07 23:25:30 - mmengine - INFO - Epoch(val) [17][320/6282] eta: 0:08:45 time: 0.0881 data_time: 0.0342 memory: 726 2022/08/07 23:25:32 - mmengine - INFO - Epoch(val) [17][340/6282] eta: 0:08:45 time: 0.0884 data_time: 0.0266 memory: 726 2022/08/07 23:25:33 - mmengine - INFO - Epoch(val) [17][360/6282] eta: 0:08:51 time: 0.0898 data_time: 0.0314 memory: 726 2022/08/07 23:25:35 - mmengine - INFO - Epoch(val) [17][380/6282] eta: 0:08:02 time: 0.0817 data_time: 0.0250 memory: 726 2022/08/07 23:25:36 - mmengine - INFO - Epoch(val) [17][400/6282] eta: 0:07:24 time: 0.0757 data_time: 0.0222 memory: 726 2022/08/07 23:25:38 - mmengine - INFO - Epoch(val) [17][420/6282] eta: 0:05:24 time: 0.0554 data_time: 0.0081 memory: 677 2022/08/07 23:25:39 - mmengine - INFO - Epoch(val) [17][440/6282] eta: 0:05:17 time: 0.0543 data_time: 0.0058 memory: 677 2022/08/07 23:25:40 - mmengine - INFO - Epoch(val) [17][460/6282] eta: 0:05:08 time: 0.0530 data_time: 0.0080 memory: 677 2022/08/07 23:25:41 - mmengine - INFO - Epoch(val) [17][480/6282] eta: 0:05:20 time: 0.0553 data_time: 0.0068 memory: 677 2022/08/07 23:25:43 - mmengine - INFO - Epoch(val) [17][500/6282] eta: 0:07:33 time: 0.0784 data_time: 0.0047 memory: 677 2022/08/07 23:25:44 - mmengine - INFO - Epoch(val) [17][520/6282] eta: 0:04:41 time: 0.0488 data_time: 0.0051 memory: 676 2022/08/07 23:25:45 - mmengine - INFO - Epoch(val) [17][540/6282] eta: 0:04:35 time: 0.0479 data_time: 0.0054 memory: 676 2022/08/07 23:25:46 - mmengine - INFO - Epoch(val) [17][560/6282] eta: 0:04:44 time: 0.0497 data_time: 0.0050 memory: 676 2022/08/07 23:25:46 - mmengine - INFO - Epoch(val) [17][580/6282] eta: 0:04:31 time: 0.0476 data_time: 0.0051 memory: 676 2022/08/07 23:25:48 - mmengine - INFO - Epoch(val) [17][600/6282] eta: 0:05:00 time: 0.0528 data_time: 0.0061 memory: 676 2022/08/07 23:25:48 - mmengine - INFO - Epoch(val) [17][620/6282] eta: 0:04:12 time: 0.0446 data_time: 0.0043 memory: 676 2022/08/07 23:25:49 - mmengine - INFO - Epoch(val) [17][640/6282] eta: 0:04:06 time: 0.0437 data_time: 0.0047 memory: 670 2022/08/07 23:25:50 - mmengine - INFO - Epoch(val) [17][660/6282] eta: 0:04:28 time: 0.0478 data_time: 0.0045 memory: 670 2022/08/07 23:25:51 - mmengine - INFO - Epoch(val) [17][680/6282] eta: 0:04:23 time: 0.0471 data_time: 0.0049 memory: 670 2022/08/07 23:25:52 - mmengine - INFO - Epoch(val) [17][700/6282] eta: 0:04:04 time: 0.0437 data_time: 0.0050 memory: 670 2022/08/07 23:25:55 - mmengine - INFO - Epoch(val) [17][720/6282] eta: 0:11:42 time: 0.1263 data_time: 0.0781 memory: 726 2022/08/07 23:25:58 - mmengine - INFO - Epoch(val) [17][740/6282] eta: 0:16:22 time: 0.1773 data_time: 0.1268 memory: 726 2022/08/07 23:26:01 - mmengine - INFO - Epoch(val) [17][760/6282] eta: 0:12:49 time: 0.1393 data_time: 0.0938 memory: 726 2022/08/07 23:26:05 - mmengine - INFO - Epoch(val) [17][780/6282] eta: 0:16:45 time: 0.1827 data_time: 0.1035 memory: 726 2022/08/07 23:26:08 - mmengine - INFO - Epoch(val) [17][800/6282] eta: 0:12:44 time: 0.1394 data_time: 0.0869 memory: 726 2022/08/07 23:26:09 - mmengine - INFO - Epoch(val) [17][820/6282] eta: 0:08:25 time: 0.0926 data_time: 0.0445 memory: 726 2022/08/07 23:26:10 - mmengine - INFO - Epoch(val) [17][840/6282] eta: 0:04:53 time: 0.0539 data_time: 0.0088 memory: 676 2022/08/07 23:26:12 - mmengine - INFO - Epoch(val) [17][860/6282] eta: 0:05:06 time: 0.0565 data_time: 0.0083 memory: 676 2022/08/07 23:26:13 - mmengine - INFO - Epoch(val) [17][880/6282] eta: 0:04:52 time: 0.0542 data_time: 0.0058 memory: 676 2022/08/07 23:26:14 - mmengine - INFO - Epoch(val) [17][900/6282] eta: 0:04:44 time: 0.0528 data_time: 0.0063 memory: 676 2022/08/07 23:26:15 - mmengine - INFO - Epoch(val) [17][920/6282] eta: 0:04:31 time: 0.0507 data_time: 0.0060 memory: 676 2022/08/07 23:26:16 - mmengine - INFO - Epoch(val) [17][940/6282] eta: 0:05:01 time: 0.0564 data_time: 0.0050 memory: 663 2022/08/07 23:26:17 - mmengine - INFO - Epoch(val) [17][960/6282] eta: 0:04:53 time: 0.0551 data_time: 0.0073 memory: 663 2022/08/07 23:26:18 - mmengine - INFO - Epoch(val) [17][980/6282] eta: 0:04:29 time: 0.0509 data_time: 0.0066 memory: 663 2022/08/07 23:26:19 - mmengine - INFO - Epoch(val) [17][1000/6282] eta: 0:04:46 time: 0.0542 data_time: 0.0077 memory: 663 2022/08/07 23:26:20 - mmengine - INFO - Epoch(val) [17][1020/6282] eta: 0:04:44 time: 0.0540 data_time: 0.0066 memory: 676 2022/08/07 23:26:22 - mmengine - INFO - Epoch(val) [17][1040/6282] eta: 0:07:37 time: 0.0873 data_time: 0.0049 memory: 676 2022/08/07 23:26:23 - mmengine - INFO - Epoch(val) [17][1060/6282] eta: 0:04:25 time: 0.0509 data_time: 0.0060 memory: 676 2022/08/07 23:26:24 - mmengine - INFO - Epoch(val) [17][1080/6282] eta: 0:04:52 time: 0.0562 data_time: 0.0080 memory: 676 2022/08/07 23:26:25 - mmengine - INFO - Epoch(val) [17][1100/6282] eta: 0:04:32 time: 0.0526 data_time: 0.0056 memory: 676 2022/08/07 23:26:26 - mmengine - INFO - Epoch(val) [17][1120/6282] eta: 0:04:50 time: 0.0563 data_time: 0.0060 memory: 676 2022/08/07 23:26:27 - mmengine - INFO - Epoch(val) [17][1140/6282] eta: 0:03:56 time: 0.0460 data_time: 0.0051 memory: 676 2022/08/07 23:26:28 - mmengine - INFO - Epoch(val) [17][1160/6282] eta: 0:03:48 time: 0.0445 data_time: 0.0046 memory: 676 2022/08/07 23:26:29 - mmengine - INFO - Epoch(val) [17][1180/6282] eta: 0:04:06 time: 0.0483 data_time: 0.0046 memory: 676 2022/08/07 23:26:30 - mmengine - INFO - Epoch(val) [17][1200/6282] eta: 0:03:47 time: 0.0447 data_time: 0.0039 memory: 676 2022/08/07 23:26:31 - mmengine - INFO - Epoch(val) [17][1220/6282] eta: 0:03:43 time: 0.0441 data_time: 0.0042 memory: 676 2022/08/07 23:26:34 - mmengine - INFO - Epoch(val) [17][1240/6282] eta: 0:14:13 time: 0.1693 data_time: 0.1220 memory: 726 2022/08/07 23:26:37 - mmengine - INFO - Epoch(val) [17][1260/6282] eta: 0:12:00 time: 0.1435 data_time: 0.0942 memory: 726 2022/08/07 23:26:41 - mmengine - INFO - Epoch(val) [17][1280/6282] eta: 0:13:41 time: 0.1643 data_time: 0.1161 memory: 726 2022/08/07 23:26:43 - mmengine - INFO - Epoch(val) [17][1300/6282] eta: 0:10:59 time: 0.1324 data_time: 0.0603 memory: 726 2022/08/07 23:26:47 - mmengine - INFO - Epoch(val) [17][1320/6282] eta: 0:13:47 time: 0.1667 data_time: 0.1208 memory: 726 2022/08/07 23:26:49 - mmengine - INFO - Epoch(val) [17][1340/6282] eta: 0:10:51 time: 0.1318 data_time: 0.0865 memory: 726 2022/08/07 23:26:53 - mmengine - INFO - Epoch(val) [17][1360/6282] eta: 0:14:35 time: 0.1779 data_time: 0.1308 memory: 726 2022/08/07 23:26:56 - mmengine - INFO - Epoch(val) [17][1380/6282] eta: 0:10:55 time: 0.1336 data_time: 0.0878 memory: 726 2022/08/07 23:26:59 - mmengine - INFO - Epoch(val) [17][1400/6282] eta: 0:12:50 time: 0.1579 data_time: 0.1125 memory: 726 2022/08/07 23:27:02 - mmengine - INFO - Epoch(val) [17][1420/6282] eta: 0:13:45 time: 0.1699 data_time: 0.0839 memory: 726 2022/08/07 23:27:03 - mmengine - INFO - Epoch(val) [17][1440/6282] eta: 0:04:46 time: 0.0592 data_time: 0.0057 memory: 726 2022/08/07 23:27:05 - mmengine - INFO - Epoch(val) [17][1460/6282] eta: 0:04:59 time: 0.0621 data_time: 0.0074 memory: 726 2022/08/07 23:27:06 - mmengine - INFO - Epoch(val) [17][1480/6282] eta: 0:04:56 time: 0.0618 data_time: 0.0078 memory: 726 2022/08/07 23:27:07 - mmengine - INFO - Epoch(val) [17][1500/6282] eta: 0:04:51 time: 0.0609 data_time: 0.0076 memory: 726 2022/08/07 23:27:08 - mmengine - INFO - Epoch(val) [17][1520/6282] eta: 0:05:16 time: 0.0664 data_time: 0.0102 memory: 798 2022/08/07 23:27:10 - mmengine - INFO - Epoch(val) [17][1540/6282] eta: 0:05:40 time: 0.0717 data_time: 0.0073 memory: 798 2022/08/07 23:27:11 - mmengine - INFO - Epoch(val) [17][1560/6282] eta: 0:05:50 time: 0.0742 data_time: 0.0093 memory: 798 2022/08/07 23:27:13 - mmengine - INFO - Epoch(val) [17][1580/6282] eta: 0:06:11 time: 0.0791 data_time: 0.0116 memory: 798 2022/08/07 23:27:14 - mmengine - INFO - Epoch(val) [17][1600/6282] eta: 0:05:21 time: 0.0687 data_time: 0.0080 memory: 798 2022/08/07 23:27:16 - mmengine - INFO - Epoch(val) [17][1620/6282] eta: 0:05:37 time: 0.0723 data_time: 0.0090 memory: 798 2022/08/07 23:27:17 - mmengine - INFO - Epoch(val) [17][1640/6282] eta: 0:04:46 time: 0.0618 data_time: 0.0081 memory: 726 2022/08/07 23:27:18 - mmengine - INFO - Epoch(val) [17][1660/6282] eta: 0:04:23 time: 0.0571 data_time: 0.0073 memory: 726 2022/08/07 23:27:19 - mmengine - INFO - Epoch(val) [17][1680/6282] eta: 0:04:02 time: 0.0527 data_time: 0.0052 memory: 726 2022/08/07 23:27:20 - mmengine - INFO - Epoch(val) [17][1700/6282] eta: 0:04:02 time: 0.0529 data_time: 0.0067 memory: 726 2022/08/07 23:27:22 - mmengine - INFO - Epoch(val) [17][1720/6282] eta: 0:06:13 time: 0.0819 data_time: 0.0056 memory: 726 2022/08/07 23:27:23 - mmengine - INFO - Epoch(val) [17][1740/6282] eta: 0:04:06 time: 0.0542 data_time: 0.0054 memory: 726 2022/08/07 23:27:24 - mmengine - INFO - Epoch(val) [17][1760/6282] eta: 0:04:12 time: 0.0559 data_time: 0.0052 memory: 726 2022/08/07 23:27:25 - mmengine - INFO - Epoch(val) [17][1780/6282] eta: 0:04:20 time: 0.0579 data_time: 0.0067 memory: 726 2022/08/07 23:27:27 - mmengine - INFO - Epoch(val) [17][1800/6282] eta: 0:03:55 time: 0.0524 data_time: 0.0057 memory: 726 2022/08/07 23:27:28 - mmengine - INFO - Epoch(val) [17][1820/6282] eta: 0:03:50 time: 0.0516 data_time: 0.0042 memory: 726 2022/08/07 23:27:29 - mmengine - INFO - Epoch(val) [17][1840/6282] eta: 0:06:33 time: 0.0885 data_time: 0.0404 memory: 726 2022/08/07 23:27:33 - mmengine - INFO - Epoch(val) [17][1860/6282] eta: 0:12:50 time: 0.1742 data_time: 0.1233 memory: 726 2022/08/07 23:27:36 - mmengine - INFO - Epoch(val) [17][1880/6282] eta: 0:10:13 time: 0.1393 data_time: 0.0925 memory: 726 2022/08/07 23:27:39 - mmengine - INFO - Epoch(val) [17][1900/6282] eta: 0:12:26 time: 0.1703 data_time: 0.1235 memory: 726 2022/08/07 23:27:42 - mmengine - INFO - Epoch(val) [17][1920/6282] eta: 0:11:57 time: 0.1646 data_time: 0.0802 memory: 726 2022/08/07 23:27:44 - mmengine - INFO - Epoch(val) [17][1940/6282] eta: 0:05:15 time: 0.0728 data_time: 0.0219 memory: 726 2022/08/07 23:27:45 - mmengine - INFO - Epoch(val) [17][1960/6282] eta: 0:03:39 time: 0.0507 data_time: 0.0053 memory: 677 2022/08/07 23:27:46 - mmengine - INFO - Epoch(val) [17][1980/6282] eta: 0:03:44 time: 0.0521 data_time: 0.0065 memory: 677 2022/08/07 23:27:47 - mmengine - INFO - Epoch(val) [17][2000/6282] eta: 0:03:40 time: 0.0514 data_time: 0.0052 memory: 677 2022/08/07 23:27:48 - mmengine - INFO - Epoch(val) [17][2020/6282] eta: 0:03:57 time: 0.0558 data_time: 0.0055 memory: 677 2022/08/07 23:27:49 - mmengine - INFO - Epoch(val) [17][2040/6282] eta: 0:03:54 time: 0.0553 data_time: 0.0066 memory: 677 2022/08/07 23:27:50 - mmengine - INFO - Epoch(val) [17][2060/6282] eta: 0:03:45 time: 0.0533 data_time: 0.0056 memory: 677 2022/08/07 23:27:51 - mmengine - INFO - Epoch(val) [17][2080/6282] eta: 0:03:55 time: 0.0560 data_time: 0.0054 memory: 677 2022/08/07 23:27:52 - mmengine - INFO - Epoch(val) [17][2100/6282] eta: 0:03:43 time: 0.0533 data_time: 0.0052 memory: 677 2022/08/07 23:27:54 - mmengine - INFO - Epoch(val) [17][2120/6282] eta: 0:03:45 time: 0.0541 data_time: 0.0067 memory: 677 2022/08/07 23:27:55 - mmengine - INFO - Epoch(val) [17][2140/6282] eta: 0:03:52 time: 0.0561 data_time: 0.0059 memory: 677 2022/08/07 23:27:56 - mmengine - INFO - Epoch(val) [17][2160/6282] eta: 0:03:37 time: 0.0527 data_time: 0.0047 memory: 676 2022/08/07 23:27:57 - mmengine - INFO - Epoch(val) [17][2180/6282] eta: 0:03:36 time: 0.0528 data_time: 0.0052 memory: 676 2022/08/07 23:27:58 - mmengine - INFO - Epoch(val) [17][2200/6282] eta: 0:03:37 time: 0.0532 data_time: 0.0055 memory: 676 2022/08/07 23:27:59 - mmengine - INFO - Epoch(val) [17][2220/6282] eta: 0:03:48 time: 0.0562 data_time: 0.0078 memory: 676 2022/08/07 23:28:00 - mmengine - INFO - Epoch(val) [17][2240/6282] eta: 0:03:58 time: 0.0589 data_time: 0.0060 memory: 676 2022/08/07 23:28:01 - mmengine - INFO - Epoch(val) [17][2260/6282] eta: 0:03:47 time: 0.0565 data_time: 0.0058 memory: 677 2022/08/07 23:28:03 - mmengine - INFO - Epoch(val) [17][2280/6282] eta: 0:05:46 time: 0.0867 data_time: 0.0055 memory: 677 2022/08/07 23:28:04 - mmengine - INFO - Epoch(val) [17][2300/6282] eta: 0:03:38 time: 0.0548 data_time: 0.0053 memory: 677 2022/08/07 23:28:05 - mmengine - INFO - Epoch(val) [17][2320/6282] eta: 0:03:28 time: 0.0527 data_time: 0.0059 memory: 677 2022/08/07 23:28:06 - mmengine - INFO - Epoch(val) [17][2340/6282] eta: 0:03:31 time: 0.0538 data_time: 0.0060 memory: 677 2022/08/07 23:28:08 - mmengine - INFO - Epoch(val) [17][2360/6282] eta: 0:03:39 time: 0.0560 data_time: 0.0072 memory: 676 2022/08/07 23:28:09 - mmengine - INFO - Epoch(val) [17][2380/6282] eta: 0:03:40 time: 0.0566 data_time: 0.0080 memory: 676 2022/08/07 23:28:10 - mmengine - INFO - Epoch(val) [17][2400/6282] eta: 0:03:15 time: 0.0503 data_time: 0.0058 memory: 676 2022/08/07 23:28:11 - mmengine - INFO - Epoch(val) [17][2420/6282] eta: 0:03:28 time: 0.0540 data_time: 0.0049 memory: 676 2022/08/07 23:28:12 - mmengine - INFO - Epoch(val) [17][2440/6282] eta: 0:03:04 time: 0.0479 data_time: 0.0049 memory: 676 2022/08/07 23:28:14 - mmengine - INFO - Epoch(val) [17][2460/6282] eta: 0:05:34 time: 0.0876 data_time: 0.0359 memory: 726 2022/08/07 23:28:15 - mmengine - INFO - Epoch(val) [17][2480/6282] eta: 0:04:31 time: 0.0715 data_time: 0.0207 memory: 726 2022/08/07 23:28:17 - mmengine - INFO - Epoch(val) [17][2500/6282] eta: 0:06:10 time: 0.0979 data_time: 0.0469 memory: 726 2022/08/07 23:28:19 - mmengine - INFO - Epoch(val) [17][2520/6282] eta: 0:04:46 time: 0.0761 data_time: 0.0271 memory: 726 2022/08/07 23:28:21 - mmengine - INFO - Epoch(val) [17][2540/6282] eta: 0:07:42 time: 0.1236 data_time: 0.0729 memory: 726 2022/08/07 23:28:24 - mmengine - INFO - Epoch(val) [17][2560/6282] eta: 0:08:49 time: 0.1422 data_time: 0.0715 memory: 726 2022/08/07 23:28:28 - mmengine - INFO - Epoch(val) [17][2580/6282] eta: 0:11:35 time: 0.1878 data_time: 0.1400 memory: 726 2022/08/07 23:28:30 - mmengine - INFO - Epoch(val) [17][2600/6282] eta: 0:08:18 time: 0.1355 data_time: 0.0873 memory: 726 2022/08/07 23:28:34 - mmengine - INFO - Epoch(val) [17][2620/6282] eta: 0:09:37 time: 0.1576 data_time: 0.1076 memory: 726 2022/08/07 23:28:36 - mmengine - INFO - Epoch(val) [17][2640/6282] eta: 0:08:00 time: 0.1319 data_time: 0.0829 memory: 726 2022/08/07 23:28:38 - mmengine - INFO - Epoch(val) [17][2660/6282] eta: 0:04:43 time: 0.0784 data_time: 0.0154 memory: 791 2022/08/07 23:28:39 - mmengine - INFO - Epoch(val) [17][2680/6282] eta: 0:04:29 time: 0.0748 data_time: 0.0082 memory: 791 2022/08/07 23:28:41 - mmengine - INFO - Epoch(val) [17][2700/6282] eta: 0:04:28 time: 0.0750 data_time: 0.0106 memory: 791 2022/08/07 23:28:42 - mmengine - INFO - Epoch(val) [17][2720/6282] eta: 0:04:52 time: 0.0822 data_time: 0.0079 memory: 791 2022/08/07 23:28:44 - mmengine - INFO - Epoch(val) [17][2740/6282] eta: 0:04:13 time: 0.0716 data_time: 0.0083 memory: 791 2022/08/07 23:28:45 - mmengine - INFO - Epoch(val) [17][2760/6282] eta: 0:03:23 time: 0.0578 data_time: 0.0084 memory: 677 2022/08/07 23:28:46 - mmengine - INFO - Epoch(val) [17][2780/6282] eta: 0:03:15 time: 0.0559 data_time: 0.0082 memory: 677 2022/08/07 23:28:48 - mmengine - INFO - Epoch(val) [17][2800/6282] eta: 0:04:38 time: 0.0799 data_time: 0.0052 memory: 677 2022/08/07 23:28:49 - mmengine - INFO - Epoch(val) [17][2820/6282] eta: 0:03:18 time: 0.0573 data_time: 0.0064 memory: 677 2022/08/07 23:28:50 - mmengine - INFO - Epoch(val) [17][2840/6282] eta: 0:02:54 time: 0.0506 data_time: 0.0068 memory: 677 2022/08/07 23:28:52 - mmengine - INFO - Epoch(val) [17][2860/6282] eta: 0:04:07 time: 0.0723 data_time: 0.0162 memory: 726 2022/08/07 23:28:53 - mmengine - INFO - Epoch(val) [17][2880/6282] eta: 0:05:13 time: 0.0922 data_time: 0.0401 memory: 726 2022/08/07 23:28:55 - mmengine - INFO - Epoch(val) [17][2900/6282] eta: 0:04:11 time: 0.0744 data_time: 0.0252 memory: 726 2022/08/07 23:28:56 - mmengine - INFO - Epoch(val) [17][2920/6282] eta: 0:03:09 time: 0.0565 data_time: 0.0114 memory: 726 2022/08/07 23:28:57 - mmengine - INFO - Epoch(val) [17][2940/6282] eta: 0:02:49 time: 0.0507 data_time: 0.0068 memory: 698 2022/08/07 23:28:58 - mmengine - INFO - Epoch(val) [17][2960/6282] eta: 0:02:44 time: 0.0495 data_time: 0.0062 memory: 698 2022/08/07 23:28:59 - mmengine - INFO - Epoch(val) [17][2980/6282] eta: 0:02:40 time: 0.0486 data_time: 0.0048 memory: 698 2022/08/07 23:29:00 - mmengine - INFO - Epoch(val) [17][3000/6282] eta: 0:02:42 time: 0.0496 data_time: 0.0049 memory: 698 2022/08/07 23:29:01 - mmengine - INFO - Epoch(val) [17][3020/6282] eta: 0:02:56 time: 0.0542 data_time: 0.0052 memory: 726 2022/08/07 23:29:03 - mmengine - INFO - Epoch(val) [17][3040/6282] eta: 0:04:28 time: 0.0827 data_time: 0.0065 memory: 726 2022/08/07 23:29:04 - mmengine - INFO - Epoch(val) [17][3060/6282] eta: 0:03:05 time: 0.0577 data_time: 0.0065 memory: 726 2022/08/07 23:29:05 - mmengine - INFO - Epoch(val) [17][3080/6282] eta: 0:03:12 time: 0.0601 data_time: 0.0059 memory: 726 2022/08/07 23:29:06 - mmengine - INFO - Epoch(val) [17][3100/6282] eta: 0:03:03 time: 0.0576 data_time: 0.0054 memory: 726 2022/08/07 23:29:07 - mmengine - INFO - Epoch(val) [17][3120/6282] eta: 0:02:51 time: 0.0542 data_time: 0.0064 memory: 677 2022/08/07 23:29:09 - mmengine - INFO - Epoch(val) [17][3140/6282] eta: 0:02:38 time: 0.0506 data_time: 0.0062 memory: 677 2022/08/07 23:29:10 - mmengine - INFO - Epoch(val) [17][3160/6282] eta: 0:02:56 time: 0.0566 data_time: 0.0111 memory: 677 2022/08/07 23:29:11 - mmengine - INFO - Epoch(val) [17][3180/6282] eta: 0:02:42 time: 0.0524 data_time: 0.0065 memory: 677 2022/08/07 23:29:12 - mmengine - INFO - Epoch(val) [17][3200/6282] eta: 0:03:38 time: 0.0708 data_time: 0.0161 memory: 726 2022/08/07 23:29:14 - mmengine - INFO - Epoch(val) [17][3220/6282] eta: 0:04:20 time: 0.0852 data_time: 0.0327 memory: 726 2022/08/07 23:29:16 - mmengine - INFO - Epoch(val) [17][3240/6282] eta: 0:04:05 time: 0.0807 data_time: 0.0295 memory: 726 2022/08/07 23:29:17 - mmengine - INFO - Epoch(val) [17][3260/6282] eta: 0:03:47 time: 0.0754 data_time: 0.0236 memory: 726 2022/08/07 23:29:18 - mmengine - INFO - Epoch(val) [17][3280/6282] eta: 0:03:26 time: 0.0687 data_time: 0.0162 memory: 726 2022/08/07 23:29:20 - mmengine - INFO - Epoch(val) [17][3300/6282] eta: 0:02:53 time: 0.0582 data_time: 0.0057 memory: 726 2022/08/07 23:29:21 - mmengine - INFO - Epoch(val) [17][3320/6282] eta: 0:02:55 time: 0.0592 data_time: 0.0065 memory: 726 2022/08/07 23:29:23 - mmengine - INFO - Epoch(val) [17][3340/6282] eta: 0:04:11 time: 0.0856 data_time: 0.0098 memory: 726 2022/08/07 23:29:24 - mmengine - INFO - Epoch(val) [17][3360/6282] eta: 0:02:57 time: 0.0607 data_time: 0.0064 memory: 726 2022/08/07 23:29:25 - mmengine - INFO - Epoch(val) [17][3380/6282] eta: 0:02:48 time: 0.0579 data_time: 0.0061 memory: 726 2022/08/07 23:29:26 - mmengine - INFO - Epoch(val) [17][3400/6282] eta: 0:02:30 time: 0.0523 data_time: 0.0071 memory: 676 2022/08/07 23:29:27 - mmengine - INFO - Epoch(val) [17][3420/6282] eta: 0:02:28 time: 0.0519 data_time: 0.0059 memory: 676 2022/08/07 23:29:28 - mmengine - INFO - Epoch(val) [17][3440/6282] eta: 0:02:26 time: 0.0515 data_time: 0.0049 memory: 676 2022/08/07 23:29:29 - mmengine - INFO - Epoch(val) [17][3460/6282] eta: 0:02:11 time: 0.0465 data_time: 0.0050 memory: 676 2022/08/07 23:29:30 - mmengine - INFO - Epoch(val) [17][3480/6282] eta: 0:02:09 time: 0.0463 data_time: 0.0053 memory: 676 2022/08/07 23:29:31 - mmengine - INFO - Epoch(val) [17][3500/6282] eta: 0:02:16 time: 0.0492 data_time: 0.0050 memory: 676 2022/08/07 23:29:32 - mmengine - INFO - Epoch(val) [17][3520/6282] eta: 0:02:12 time: 0.0481 data_time: 0.0051 memory: 676 2022/08/07 23:29:33 - mmengine - INFO - Epoch(val) [17][3540/6282] eta: 0:02:08 time: 0.0467 data_time: 0.0054 memory: 676 2022/08/07 23:29:34 - mmengine - INFO - Epoch(val) [17][3560/6282] eta: 0:02:11 time: 0.0483 data_time: 0.0078 memory: 676 2022/08/07 23:29:35 - mmengine - INFO - Epoch(val) [17][3580/6282] eta: 0:02:11 time: 0.0486 data_time: 0.0049 memory: 712 2022/08/07 23:29:36 - mmengine - INFO - Epoch(val) [17][3600/6282] eta: 0:02:23 time: 0.0534 data_time: 0.0055 memory: 712 2022/08/07 23:29:37 - mmengine - INFO - Epoch(val) [17][3620/6282] eta: 0:02:24 time: 0.0541 data_time: 0.0064 memory: 712 2022/08/07 23:29:38 - mmengine - INFO - Epoch(val) [17][3640/6282] eta: 0:02:25 time: 0.0551 data_time: 0.0070 memory: 712 2022/08/07 23:29:39 - mmengine - INFO - Epoch(val) [17][3660/6282] eta: 0:02:25 time: 0.0554 data_time: 0.0061 memory: 712 2022/08/07 23:29:41 - mmengine - INFO - Epoch(val) [17][3680/6282] eta: 0:02:34 time: 0.0595 data_time: 0.0088 memory: 726 2022/08/07 23:29:43 - mmengine - INFO - Epoch(val) [17][3700/6282] eta: 0:05:00 time: 0.1163 data_time: 0.0362 memory: 726 2022/08/07 23:29:44 - mmengine - INFO - Epoch(val) [17][3720/6282] eta: 0:02:49 time: 0.0660 data_time: 0.0113 memory: 726 2022/08/07 23:29:46 - mmengine - INFO - Epoch(val) [17][3740/6282] eta: 0:03:37 time: 0.0856 data_time: 0.0336 memory: 726 2022/08/07 23:29:48 - mmengine - INFO - Epoch(val) [17][3760/6282] eta: 0:03:24 time: 0.0811 data_time: 0.0309 memory: 726 2022/08/07 23:29:50 - mmengine - INFO - Epoch(val) [17][3780/6282] eta: 0:03:50 time: 0.0922 data_time: 0.0421 memory: 726 2022/08/07 23:29:51 - mmengine - INFO - Epoch(val) [17][3800/6282] eta: 0:03:31 time: 0.0852 data_time: 0.0330 memory: 726 2022/08/07 23:29:53 - mmengine - INFO - Epoch(val) [17][3820/6282] eta: 0:03:35 time: 0.0875 data_time: 0.0383 memory: 726 2022/08/07 23:29:55 - mmengine - INFO - Epoch(val) [17][3840/6282] eta: 0:03:07 time: 0.0770 data_time: 0.0271 memory: 726 2022/08/07 23:29:57 - mmengine - INFO - Epoch(val) [17][3860/6282] eta: 0:03:50 time: 0.0952 data_time: 0.0416 memory: 726 2022/08/07 23:29:58 - mmengine - INFO - Epoch(val) [17][3880/6282] eta: 0:03:20 time: 0.0834 data_time: 0.0320 memory: 726 2022/08/07 23:30:00 - mmengine - INFO - Epoch(val) [17][3900/6282] eta: 0:03:26 time: 0.0866 data_time: 0.0351 memory: 726 2022/08/07 23:30:02 - mmengine - INFO - Epoch(val) [17][3920/6282] eta: 0:03:04 time: 0.0779 data_time: 0.0255 memory: 726 2022/08/07 23:30:03 - mmengine - INFO - Epoch(val) [17][3940/6282] eta: 0:03:31 time: 0.0901 data_time: 0.0082 memory: 726 2022/08/07 23:30:05 - mmengine - INFO - Epoch(val) [17][3960/6282] eta: 0:02:23 time: 0.0620 data_time: 0.0087 memory: 726 2022/08/07 23:30:06 - mmengine - INFO - Epoch(val) [17][3980/6282] eta: 0:02:11 time: 0.0570 data_time: 0.0056 memory: 726 2022/08/07 23:30:07 - mmengine - INFO - Epoch(val) [17][4000/6282] eta: 0:02:08 time: 0.0565 data_time: 0.0062 memory: 726 2022/08/07 23:30:08 - mmengine - INFO - Epoch(val) [17][4020/6282] eta: 0:02:03 time: 0.0545 data_time: 0.0066 memory: 726 2022/08/07 23:30:09 - mmengine - INFO - Epoch(val) [17][4040/6282] eta: 0:01:57 time: 0.0526 data_time: 0.0042 memory: 791 2022/08/07 23:30:10 - mmengine - INFO - Epoch(val) [17][4060/6282] eta: 0:02:03 time: 0.0556 data_time: 0.0044 memory: 791 2022/08/07 23:30:11 - mmengine - INFO - Epoch(val) [17][4080/6282] eta: 0:02:11 time: 0.0597 data_time: 0.0050 memory: 791 2022/08/07 23:30:13 - mmengine - INFO - Epoch(val) [17][4100/6282] eta: 0:02:14 time: 0.0617 data_time: 0.0057 memory: 791 2022/08/07 23:30:14 - mmengine - INFO - Epoch(val) [17][4120/6282] eta: 0:02:25 time: 0.0673 data_time: 0.0076 memory: 791 2022/08/07 23:30:15 - mmengine - INFO - Epoch(val) [17][4140/6282] eta: 0:02:17 time: 0.0643 data_time: 0.0081 memory: 791 2022/08/07 23:30:16 - mmengine - INFO - Epoch(val) [17][4160/6282] eta: 0:01:53 time: 0.0533 data_time: 0.0057 memory: 676 2022/08/07 23:30:17 - mmengine - INFO - Epoch(val) [17][4180/6282] eta: 0:01:52 time: 0.0537 data_time: 0.0061 memory: 676 2022/08/07 23:30:19 - mmengine - INFO - Epoch(val) [17][4200/6282] eta: 0:01:52 time: 0.0538 data_time: 0.0066 memory: 676 2022/08/07 23:30:20 - mmengine - INFO - Epoch(val) [17][4220/6282] eta: 0:01:52 time: 0.0545 data_time: 0.0059 memory: 676 2022/08/07 23:30:21 - mmengine - INFO - Epoch(val) [17][4240/6282] eta: 0:01:50 time: 0.0540 data_time: 0.0070 memory: 677 2022/08/07 23:30:22 - mmengine - INFO - Epoch(val) [17][4260/6282] eta: 0:02:40 time: 0.0796 data_time: 0.0065 memory: 677 2022/08/07 23:30:23 - mmengine - INFO - Epoch(val) [17][4280/6282] eta: 0:01:42 time: 0.0514 data_time: 0.0060 memory: 677 2022/08/07 23:30:24 - mmengine - INFO - Epoch(val) [17][4300/6282] eta: 0:01:42 time: 0.0516 data_time: 0.0060 memory: 677 2022/08/07 23:30:26 - mmengine - INFO - Epoch(val) [17][4320/6282] eta: 0:01:43 time: 0.0525 data_time: 0.0059 memory: 677 2022/08/07 23:30:26 - mmengine - INFO - Epoch(val) [17][4340/6282] eta: 0:01:29 time: 0.0463 data_time: 0.0048 memory: 677 2022/08/07 23:30:28 - mmengine - INFO - Epoch(val) [17][4360/6282] eta: 0:01:44 time: 0.0542 data_time: 0.0063 memory: 726 2022/08/07 23:30:29 - mmengine - INFO - Epoch(val) [17][4380/6282] eta: 0:01:42 time: 0.0541 data_time: 0.0058 memory: 726 2022/08/07 23:30:30 - mmengine - INFO - Epoch(val) [17][4400/6282] eta: 0:01:41 time: 0.0541 data_time: 0.0070 memory: 726 2022/08/07 23:30:31 - mmengine - INFO - Epoch(val) [17][4420/6282] eta: 0:01:46 time: 0.0574 data_time: 0.0065 memory: 726 2022/08/07 23:30:32 - mmengine - INFO - Epoch(val) [17][4440/6282] eta: 0:01:52 time: 0.0613 data_time: 0.0062 memory: 733 2022/08/07 23:30:33 - mmengine - INFO - Epoch(val) [17][4460/6282] eta: 0:01:52 time: 0.0618 data_time: 0.0058 memory: 733 2022/08/07 23:30:35 - mmengine - INFO - Epoch(val) [17][4480/6282] eta: 0:01:45 time: 0.0583 data_time: 0.0062 memory: 733 2022/08/07 23:30:36 - mmengine - INFO - Epoch(val) [17][4500/6282] eta: 0:01:46 time: 0.0597 data_time: 0.0075 memory: 733 2022/08/07 23:30:37 - mmengine - INFO - Epoch(val) [17][4520/6282] eta: 0:01:42 time: 0.0581 data_time: 0.0062 memory: 733 2022/08/07 23:30:38 - mmengine - INFO - Epoch(val) [17][4540/6282] eta: 0:01:34 time: 0.0544 data_time: 0.0056 memory: 677 2022/08/07 23:30:39 - mmengine - INFO - Epoch(val) [17][4560/6282] eta: 0:01:32 time: 0.0540 data_time: 0.0067 memory: 677 2022/08/07 23:30:40 - mmengine - INFO - Epoch(val) [17][4580/6282] eta: 0:01:35 time: 0.0562 data_time: 0.0053 memory: 677 2022/08/07 23:30:41 - mmengine - INFO - Epoch(val) [17][4600/6282] eta: 0:01:27 time: 0.0519 data_time: 0.0059 memory: 677 2022/08/07 23:30:43 - mmengine - INFO - Epoch(val) [17][4620/6282] eta: 0:02:03 time: 0.0744 data_time: 0.0054 memory: 677 2022/08/07 23:30:44 - mmengine - INFO - Epoch(val) [17][4640/6282] eta: 0:01:36 time: 0.0589 data_time: 0.0076 memory: 733 2022/08/07 23:30:45 - mmengine - INFO - Epoch(val) [17][4660/6282] eta: 0:01:36 time: 0.0594 data_time: 0.0068 memory: 733 2022/08/07 23:30:46 - mmengine - INFO - Epoch(val) [17][4680/6282] eta: 0:01:30 time: 0.0562 data_time: 0.0057 memory: 733 2022/08/07 23:30:48 - mmengine - INFO - Epoch(val) [17][4700/6282] eta: 0:01:27 time: 0.0555 data_time: 0.0071 memory: 733 2022/08/07 23:30:49 - mmengine - INFO - Epoch(val) [17][4720/6282] eta: 0:01:23 time: 0.0533 data_time: 0.0050 memory: 733 2022/08/07 23:30:50 - mmengine - INFO - Epoch(val) [17][4740/6282] eta: 0:01:22 time: 0.0535 data_time: 0.0066 memory: 698 2022/08/07 23:30:51 - mmengine - INFO - Epoch(val) [17][4760/6282] eta: 0:01:18 time: 0.0514 data_time: 0.0061 memory: 698 2022/08/07 23:30:52 - mmengine - INFO - Epoch(val) [17][4780/6282] eta: 0:01:28 time: 0.0591 data_time: 0.0059 memory: 698 2022/08/07 23:30:53 - mmengine - INFO - Epoch(val) [17][4800/6282] eta: 0:01:21 time: 0.0552 data_time: 0.0071 memory: 698 2022/08/07 23:30:54 - mmengine - INFO - Epoch(val) [17][4820/6282] eta: 0:01:23 time: 0.0571 data_time: 0.0074 memory: 726 2022/08/07 23:30:55 - mmengine - INFO - Epoch(val) [17][4840/6282] eta: 0:01:25 time: 0.0596 data_time: 0.0057 memory: 726 2022/08/07 23:30:57 - mmengine - INFO - Epoch(val) [17][4860/6282] eta: 0:01:25 time: 0.0603 data_time: 0.0064 memory: 726 2022/08/07 23:30:58 - mmengine - INFO - Epoch(val) [17][4880/6282] eta: 0:01:55 time: 0.0823 data_time: 0.0062 memory: 726 2022/08/07 23:31:00 - mmengine - INFO - Epoch(val) [17][4900/6282] eta: 0:01:25 time: 0.0617 data_time: 0.0071 memory: 726 2022/08/07 23:31:01 - mmengine - INFO - Epoch(val) [17][4920/6282] eta: 0:01:21 time: 0.0595 data_time: 0.0073 memory: 726 2022/08/07 23:31:02 - mmengine - INFO - Epoch(val) [17][4940/6282] eta: 0:01:19 time: 0.0591 data_time: 0.0063 memory: 726 2022/08/07 23:31:03 - mmengine - INFO - Epoch(val) [17][4960/6282] eta: 0:01:20 time: 0.0610 data_time: 0.0076 memory: 726 2022/08/07 23:31:04 - mmengine - INFO - Epoch(val) [17][4980/6282] eta: 0:01:21 time: 0.0624 data_time: 0.0073 memory: 726 2022/08/07 23:31:06 - mmengine - INFO - Epoch(val) [17][5000/6282] eta: 0:01:19 time: 0.0617 data_time: 0.0070 memory: 726 2022/08/07 23:31:07 - mmengine - INFO - Epoch(val) [17][5020/6282] eta: 0:01:09 time: 0.0548 data_time: 0.0052 memory: 726 2022/08/07 23:31:08 - mmengine - INFO - Epoch(val) [17][5040/6282] eta: 0:01:05 time: 0.0530 data_time: 0.0077 memory: 677 2022/08/07 23:31:09 - mmengine - INFO - Epoch(val) [17][5060/6282] eta: 0:01:09 time: 0.0572 data_time: 0.0078 memory: 677 2022/08/07 23:31:10 - mmengine - INFO - Epoch(val) [17][5080/6282] eta: 0:01:03 time: 0.0530 data_time: 0.0068 memory: 677 2022/08/07 23:31:12 - mmengine - INFO - Epoch(val) [17][5100/6282] eta: 0:01:25 time: 0.0720 data_time: 0.0055 memory: 677 2022/08/07 23:31:13 - mmengine - INFO - Epoch(val) [17][5120/6282] eta: 0:01:02 time: 0.0540 data_time: 0.0066 memory: 677 2022/08/07 23:31:14 - mmengine - INFO - Epoch(val) [17][5140/6282] eta: 0:01:06 time: 0.0582 data_time: 0.0072 memory: 676 2022/08/07 23:31:15 - mmengine - INFO - Epoch(val) [17][5160/6282] eta: 0:01:01 time: 0.0547 data_time: 0.0065 memory: 676 2022/08/07 23:31:16 - mmengine - INFO - Epoch(val) [17][5180/6282] eta: 0:00:57 time: 0.0522 data_time: 0.0065 memory: 676 2022/08/07 23:31:17 - mmengine - INFO - Epoch(val) [17][5200/6282] eta: 0:00:59 time: 0.0552 data_time: 0.0081 memory: 676 2022/08/07 23:31:18 - mmengine - INFO - Epoch(val) [17][5220/6282] eta: 0:00:57 time: 0.0543 data_time: 0.0056 memory: 676 2022/08/07 23:31:19 - mmengine - INFO - Epoch(val) [17][5240/6282] eta: 0:00:54 time: 0.0528 data_time: 0.0066 memory: 676 2022/08/07 23:31:20 - mmengine - INFO - Epoch(val) [17][5260/6282] eta: 0:00:56 time: 0.0551 data_time: 0.0058 memory: 676 2022/08/07 23:31:22 - mmengine - INFO - Epoch(val) [17][5280/6282] eta: 0:00:51 time: 0.0510 data_time: 0.0058 memory: 676 2022/08/07 23:31:23 - mmengine - INFO - Epoch(val) [17][5300/6282] eta: 0:01:18 time: 0.0798 data_time: 0.0068 memory: 676 2022/08/07 23:31:24 - mmengine - INFO - Epoch(val) [17][5320/6282] eta: 0:00:49 time: 0.0514 data_time: 0.0049 memory: 676 2022/08/07 23:31:25 - mmengine - INFO - Epoch(val) [17][5340/6282] eta: 0:00:51 time: 0.0549 data_time: 0.0053 memory: 676 2022/08/07 23:31:26 - mmengine - INFO - Epoch(val) [17][5360/6282] eta: 0:00:51 time: 0.0557 data_time: 0.0053 memory: 676 2022/08/07 23:31:27 - mmengine - INFO - Epoch(val) [17][5380/6282] eta: 0:00:46 time: 0.0513 data_time: 0.0049 memory: 676 2022/08/07 23:31:29 - mmengine - INFO - Epoch(val) [17][5400/6282] eta: 0:00:48 time: 0.0549 data_time: 0.0067 memory: 676 2022/08/07 23:31:30 - mmengine - INFO - Epoch(val) [17][5420/6282] eta: 0:00:44 time: 0.0521 data_time: 0.0063 memory: 676 2022/08/07 23:31:31 - mmengine - INFO - Epoch(val) [17][5440/6282] eta: 0:00:44 time: 0.0530 data_time: 0.0062 memory: 676 2022/08/07 23:31:32 - mmengine - INFO - Epoch(val) [17][5460/6282] eta: 0:00:50 time: 0.0608 data_time: 0.0072 memory: 676 2022/08/07 23:31:33 - mmengine - INFO - Epoch(val) [17][5480/6282] eta: 0:00:41 time: 0.0519 data_time: 0.0051 memory: 676 2022/08/07 23:31:34 - mmengine - INFO - Epoch(val) [17][5500/6282] eta: 0:00:43 time: 0.0555 data_time: 0.0087 memory: 676 2022/08/07 23:31:35 - mmengine - INFO - Epoch(val) [17][5520/6282] eta: 0:00:46 time: 0.0604 data_time: 0.0077 memory: 691 2022/08/07 23:31:37 - mmengine - INFO - Epoch(val) [17][5540/6282] eta: 0:00:41 time: 0.0553 data_time: 0.0041 memory: 691 2022/08/07 23:31:38 - mmengine - INFO - Epoch(val) [17][5560/6282] eta: 0:00:39 time: 0.0542 data_time: 0.0063 memory: 691 2022/08/07 23:31:39 - mmengine - INFO - Epoch(val) [17][5580/6282] eta: 0:00:41 time: 0.0586 data_time: 0.0076 memory: 691 2022/08/07 23:31:40 - mmengine - INFO - Epoch(val) [17][5600/6282] eta: 0:00:38 time: 0.0564 data_time: 0.0060 memory: 691 2022/08/07 23:31:41 - mmengine - INFO - Epoch(val) [17][5620/6282] eta: 0:00:35 time: 0.0541 data_time: 0.0055 memory: 691 2022/08/07 23:31:43 - mmengine - INFO - Epoch(val) [17][5640/6282] eta: 0:00:47 time: 0.0742 data_time: 0.0060 memory: 676 2022/08/07 23:31:44 - mmengine - INFO - Epoch(val) [17][5660/6282] eta: 0:00:34 time: 0.0558 data_time: 0.0072 memory: 676 2022/08/07 23:31:45 - mmengine - INFO - Epoch(val) [17][5680/6282] eta: 0:00:31 time: 0.0517 data_time: 0.0051 memory: 676 2022/08/07 23:31:46 - mmengine - INFO - Epoch(val) [17][5700/6282] eta: 0:00:28 time: 0.0488 data_time: 0.0048 memory: 676 2022/08/07 23:31:47 - mmengine - INFO - Epoch(val) [17][5720/6282] eta: 0:00:27 time: 0.0481 data_time: 0.0058 memory: 705 2022/08/07 23:31:48 - mmengine - INFO - Epoch(val) [17][5740/6282] eta: 0:00:28 time: 0.0529 data_time: 0.0055 memory: 705 2022/08/07 23:31:49 - mmengine - INFO - Epoch(val) [17][5760/6282] eta: 0:00:28 time: 0.0537 data_time: 0.0059 memory: 705 2022/08/07 23:31:50 - mmengine - INFO - Epoch(val) [17][5780/6282] eta: 0:00:26 time: 0.0531 data_time: 0.0059 memory: 705 2022/08/07 23:31:51 - mmengine - INFO - Epoch(val) [17][5800/6282] eta: 0:00:26 time: 0.0559 data_time: 0.0064 memory: 705 2022/08/07 23:31:52 - mmengine - INFO - Epoch(val) [17][5820/6282] eta: 0:00:27 time: 0.0588 data_time: 0.0066 memory: 705 2022/08/07 23:31:53 - mmengine - INFO - Epoch(val) [17][5840/6282] eta: 0:00:24 time: 0.0560 data_time: 0.0063 memory: 691 2022/08/07 23:31:55 - mmengine - INFO - Epoch(val) [17][5860/6282] eta: 0:00:23 time: 0.0559 data_time: 0.0066 memory: 691 2022/08/07 23:31:56 - mmengine - INFO - Epoch(val) [17][5880/6282] eta: 0:00:21 time: 0.0538 data_time: 0.0053 memory: 691 2022/08/07 23:31:57 - mmengine - INFO - Epoch(val) [17][5900/6282] eta: 0:00:22 time: 0.0581 data_time: 0.0060 memory: 691 2022/08/07 23:31:58 - mmengine - INFO - Epoch(val) [17][5920/6282] eta: 0:00:18 time: 0.0510 data_time: 0.0052 memory: 691 2022/08/07 23:31:59 - mmengine - INFO - Epoch(val) [17][5940/6282] eta: 0:00:18 time: 0.0543 data_time: 0.0068 memory: 676 2022/08/07 23:32:00 - mmengine - INFO - Epoch(val) [17][5960/6282] eta: 0:00:17 time: 0.0542 data_time: 0.0056 memory: 676 2022/08/07 23:32:01 - mmengine - INFO - Epoch(val) [17][5980/6282] eta: 0:00:15 time: 0.0529 data_time: 0.0056 memory: 676 2022/08/07 23:32:03 - mmengine - INFO - Epoch(val) [17][6000/6282] eta: 0:00:24 time: 0.0864 data_time: 0.0053 memory: 726 2022/08/07 23:32:04 - mmengine - INFO - Epoch(val) [17][6020/6282] eta: 0:00:16 time: 0.0613 data_time: 0.0064 memory: 726 2022/08/07 23:32:05 - mmengine - INFO - Epoch(val) [17][6040/6282] eta: 0:00:14 time: 0.0606 data_time: 0.0081 memory: 726 2022/08/07 23:32:07 - mmengine - INFO - Epoch(val) [17][6060/6282] eta: 0:00:13 time: 0.0603 data_time: 0.0076 memory: 726 2022/08/07 23:32:08 - mmengine - INFO - Epoch(val) [17][6080/6282] eta: 0:00:12 time: 0.0609 data_time: 0.0065 memory: 726 2022/08/07 23:32:10 - mmengine - INFO - Epoch(val) [17][6100/6282] eta: 0:00:14 time: 0.0822 data_time: 0.0295 memory: 726 2022/08/07 23:32:11 - mmengine - INFO - Epoch(val) [17][6120/6282] eta: 0:00:12 time: 0.0802 data_time: 0.0304 memory: 726 2022/08/07 23:32:13 - mmengine - INFO - Epoch(val) [17][6140/6282] eta: 0:00:13 time: 0.0979 data_time: 0.0461 memory: 726 2022/08/07 23:32:15 - mmengine - INFO - Epoch(val) [17][6160/6282] eta: 0:00:10 time: 0.0847 data_time: 0.0312 memory: 726 2022/08/07 23:32:17 - mmengine - INFO - Epoch(val) [17][6180/6282] eta: 0:00:08 time: 0.0798 data_time: 0.0306 memory: 726 2022/08/07 23:32:17 - mmengine - INFO - Epoch(val) [17][6200/6282] eta: 0:00:03 time: 0.0477 data_time: 0.0034 memory: 726 2022/08/07 23:32:18 - mmengine - INFO - Epoch(val) [17][6220/6282] eta: 0:00:02 time: 0.0453 data_time: 0.0040 memory: 726 2022/08/07 23:32:19 - mmengine - INFO - Epoch(val) [17][6240/6282] eta: 0:00:01 time: 0.0436 data_time: 0.0037 memory: 726 2022/08/07 23:32:20 - mmengine - INFO - Epoch(val) [17][6260/6282] eta: 0:00:00 time: 0.0426 data_time: 0.0033 memory: 726 2022/08/07 23:32:21 - mmengine - INFO - Epoch(val) [17][6280/6282] eta: 0:00:00 time: 0.0412 data_time: 0.0028 memory: 726 2022/08/07 23:35:27 - mmengine - INFO - Epoch(val) [17][6282/6282] mAP/mAP@0.5IOU: 0.2442 2022/08/07 23:35:52 - mmengine - INFO - Epoch(train) [18][20/1441] lr: 2.0000e-03 eta: 1:05:54 time: 1.2137 data_time: 0.3195 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.7620 recall@top3: 0.8159 prec@top3: 0.6884 recall@top5: 0.9496 prec@top5: 0.5000 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 23:36:09 - mmengine - INFO - Epoch(train) [18][40/1441] lr: 2.0000e-03 eta: 1:05:35 time: 0.8450 data_time: 0.0398 memory: 18616 grad_norm: 0.1385 recall@thr=0.5: 0.8158 prec@thr=0.5: 0.8487 recall@top3: 0.8684 prec@top3: 0.6404 recall@top5: 0.9649 prec@top5: 0.4368 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 23:36:27 - mmengine - INFO - Epoch(train) [18][60/1441] lr: 2.0000e-03 eta: 1:05:17 time: 0.9035 data_time: 0.0450 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.7829 prec@thr=0.5: 0.8992 recall@top3: 0.8721 prec@top3: 0.7364 recall@top5: 0.9612 prec@top5: 0.4930 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 23:36:44 - mmengine - INFO - Epoch(train) [18][80/1441] lr: 2.0000e-03 eta: 1:04:58 time: 0.8546 data_time: 0.0417 memory: 18616 grad_norm: 0.1395 recall@thr=0.5: 0.8262 prec@thr=0.5: 0.8901 recall@top3: 0.8652 prec@top3: 0.6879 recall@top5: 0.9752 prec@top5: 0.4638 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 23:37:01 - mmengine - INFO - Epoch(train) [18][100/1441] lr: 2.0000e-03 eta: 1:04:39 time: 0.8559 data_time: 0.0437 memory: 18616 grad_norm: 0.1335 recall@thr=0.5: 0.7239 prec@thr=0.5: 0.8039 recall@top3: 0.8252 prec@top3: 0.6863 recall@top5: 0.8954 prec@top5: 0.4471 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 23:37:19 - mmengine - INFO - Epoch(train) [18][120/1441] lr: 2.0000e-03 eta: 1:04:21 time: 0.8928 data_time: 0.0339 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.7958 prec@thr=0.5: 0.8875 recall@top3: 0.8708 prec@top3: 0.6417 recall@top5: 0.9417 prec@top5: 0.4350 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 23:37:36 - mmengine - INFO - Epoch(train) [18][140/1441] lr: 2.0000e-03 eta: 1:04:02 time: 0.8503 data_time: 0.0391 memory: 18616 grad_norm: 0.1364 recall@thr=0.5: 0.8378 prec@thr=0.5: 0.8856 recall@top3: 0.8237 prec@top3: 0.7333 recall@top5: 0.9644 prec@top5: 0.5244 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 23:37:53 - mmengine - INFO - Epoch(train) [18][160/1441] lr: 2.0000e-03 eta: 1:03:44 time: 0.8587 data_time: 0.0439 memory: 18616 grad_norm: 0.1344 recall@thr=0.5: 0.7417 prec@thr=0.5: 0.7854 recall@top3: 0.7896 prec@top3: 0.6500 recall@top5: 0.9604 prec@top5: 0.4700 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 23:38:10 - mmengine - INFO - Epoch(train) [18][180/1441] lr: 2.0000e-03 eta: 1:03:25 time: 0.8534 data_time: 0.0352 memory: 18616 grad_norm: 0.1367 recall@thr=0.5: 0.7704 prec@thr=0.5: 0.8491 recall@top3: 0.8160 prec@top3: 0.7296 recall@top5: 0.9450 prec@top5: 0.5057 loss_action_cls: 0.0283 loss: 0.0283 2022/08/07 23:38:27 - mmengine - INFO - Epoch(train) [18][200/1441] lr: 2.0000e-03 eta: 1:03:07 time: 0.8567 data_time: 0.0433 memory: 18616 grad_norm: 0.1353 recall@thr=0.5: 0.7715 prec@thr=0.5: 0.8856 recall@top3: 0.8344 prec@top3: 0.8074 recall@top5: 0.9644 prec@top5: 0.5778 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 23:38:45 - mmengine - INFO - Epoch(train) [18][220/1441] lr: 2.0000e-03 eta: 1:02:48 time: 0.8876 data_time: 0.0416 memory: 18616 grad_norm: 0.1405 recall@thr=0.5: 0.8211 prec@thr=0.5: 0.8577 recall@top3: 0.8720 prec@top3: 0.7724 recall@top5: 0.9919 prec@top5: 0.5317 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 23:39:01 - mmengine - INFO - Epoch(train) [18][240/1441] lr: 2.0000e-03 eta: 1:02:29 time: 0.8259 data_time: 0.0386 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.7733 prec@thr=0.5: 0.8708 recall@top3: 0.8404 prec@top3: 0.7083 recall@top5: 0.9708 prec@top5: 0.5100 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 23:39:19 - mmengine - INFO - Epoch(train) [18][260/1441] lr: 2.0000e-03 eta: 1:02:11 time: 0.8548 data_time: 0.0337 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.8140 prec@thr=0.5: 0.8074 recall@top3: 0.9322 prec@top3: 0.6899 recall@top5: 0.9845 prec@top5: 0.4326 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 23:39:36 - mmengine - INFO - Epoch(train) [18][280/1441] lr: 2.0000e-03 eta: 1:01:52 time: 0.8559 data_time: 0.0342 memory: 18616 grad_norm: 0.1362 recall@thr=0.5: 0.7402 prec@thr=0.5: 0.8039 recall@top3: 0.9706 prec@top3: 0.6373 recall@top5: 0.9804 prec@top5: 0.3882 loss_action_cls: 0.0293 loss: 0.0293 2022/08/07 23:39:52 - mmengine - INFO - Epoch(train) [18][300/1441] lr: 2.0000e-03 eta: 1:01:34 time: 0.8292 data_time: 0.0333 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8875 recall@top3: 0.8375 prec@top3: 0.6917 recall@top5: 0.9104 prec@top5: 0.4600 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 23:40:09 - mmengine - INFO - Epoch(train) [18][320/1441] lr: 2.0000e-03 eta: 1:01:15 time: 0.8415 data_time: 0.0446 memory: 18616 grad_norm: 0.1348 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.7981 recall@top3: 0.8926 prec@top3: 0.6815 recall@top5: 1.0000 prec@top5: 0.4622 loss_action_cls: 0.0268 loss: 0.0268 2022/08/07 23:40:27 - mmengine - INFO - Epoch(train) [18][340/1441] lr: 2.0000e-03 eta: 1:00:57 time: 0.8974 data_time: 0.0439 memory: 18616 grad_norm: 0.1376 recall@thr=0.5: 0.8845 prec@thr=0.5: 0.8277 recall@top3: 0.9261 prec@top3: 0.7197 recall@top5: 0.9886 prec@top5: 0.4636 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 23:40:44 - mmengine - INFO - Epoch(train) [18][360/1441] lr: 2.0000e-03 eta: 1:00:38 time: 0.8671 data_time: 0.0349 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.7405 prec@thr=0.5: 0.8220 recall@top3: 0.7973 prec@top3: 0.6894 recall@top5: 0.9508 prec@top5: 0.5136 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 23:41:01 - mmengine - INFO - Epoch(train) [18][380/1441] lr: 2.0000e-03 eta: 1:00:20 time: 0.8518 data_time: 0.0414 memory: 18616 grad_norm: 0.1367 recall@thr=0.5: 0.8973 prec@thr=0.5: 0.9298 recall@top3: 0.8748 prec@top3: 0.7752 recall@top5: 0.9884 prec@top5: 0.5535 loss_action_cls: 0.0293 loss: 0.0293 2022/08/07 23:41:18 - mmengine - INFO - Epoch(train) [18][400/1441] lr: 2.0000e-03 eta: 1:00:01 time: 0.8530 data_time: 0.0374 memory: 18616 grad_norm: 0.1387 recall@thr=0.5: 0.8117 prec@thr=0.5: 0.8913 recall@top3: 0.8300 prec@top3: 0.7933 recall@top5: 0.9950 prec@top5: 0.5880 loss_action_cls: 0.0282 loss: 0.0282 2022/08/07 23:41:36 - mmengine - INFO - Epoch(train) [18][420/1441] lr: 2.0000e-03 eta: 0:59:42 time: 0.8565 data_time: 0.0375 memory: 18616 grad_norm: 0.1352 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.8316 recall@top3: 0.7772 prec@top3: 0.7007 recall@top5: 0.9490 prec@top5: 0.5265 loss_action_cls: 0.0285 loss: 0.0285 2022/08/07 23:41:52 - mmengine - INFO - Epoch(train) [18][440/1441] lr: 2.0000e-03 eta: 0:59:24 time: 0.8306 data_time: 0.0339 memory: 18616 grad_norm: 0.1388 recall@thr=0.5: 0.7679 prec@thr=0.5: 0.8601 recall@top3: 0.8597 prec@top3: 0.7862 recall@top5: 0.9868 prec@top5: 0.5509 loss_action_cls: 0.0296 loss: 0.0296 2022/08/07 23:42:09 - mmengine - INFO - Epoch(train) [18][460/1441] lr: 2.0000e-03 eta: 0:59:05 time: 0.8352 data_time: 0.0298 memory: 18616 grad_norm: 0.1371 recall@thr=0.5: 0.7610 prec@thr=0.5: 0.7939 recall@top3: 0.8662 prec@top3: 0.7456 recall@top5: 0.9846 prec@top5: 0.5053 loss_action_cls: 0.0311 loss: 0.0311 2022/08/07 23:42:27 - mmengine - INFO - Epoch(train) [18][480/1441] lr: 2.0000e-03 eta: 0:58:47 time: 0.8907 data_time: 0.0409 memory: 18616 grad_norm: 0.1369 recall@thr=0.5: 0.8394 prec@thr=0.5: 0.9071 recall@top3: 0.8423 prec@top3: 0.7500 recall@top5: 0.9529 prec@top5: 0.5269 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 23:42:44 - mmengine - INFO - Epoch(train) [18][500/1441] lr: 2.0000e-03 eta: 0:58:28 time: 0.8637 data_time: 0.0394 memory: 18616 grad_norm: 0.1360 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8355 recall@top3: 0.8590 prec@top3: 0.7265 recall@top5: 0.9679 prec@top5: 0.4923 loss_action_cls: 0.0285 loss: 0.0285 2022/08/07 23:42:47 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 23:43:01 - mmengine - INFO - Epoch(train) [18][520/1441] lr: 2.0000e-03 eta: 0:58:10 time: 0.8681 data_time: 0.0351 memory: 18616 grad_norm: 0.1370 recall@thr=0.5: 0.7997 prec@thr=0.5: 0.8878 recall@top3: 0.8544 prec@top3: 0.7075 recall@top5: 0.9524 prec@top5: 0.4898 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 23:43:19 - mmengine - INFO - Epoch(train) [18][540/1441] lr: 2.0000e-03 eta: 0:57:51 time: 0.8588 data_time: 0.0385 memory: 18616 grad_norm: 0.1313 recall@thr=0.5: 0.8301 prec@thr=0.5: 0.8712 recall@top3: 0.8562 prec@top3: 0.7320 recall@top5: 0.9363 prec@top5: 0.4941 loss_action_cls: 0.0282 loss: 0.0282 2022/08/07 23:43:36 - mmengine - INFO - Epoch(train) [18][560/1441] lr: 2.0000e-03 eta: 0:57:33 time: 0.8880 data_time: 0.0392 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.7526 prec@thr=0.5: 0.8120 recall@top3: 0.8628 prec@top3: 0.7094 recall@top5: 0.9620 prec@top5: 0.4821 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 23:43:55 - mmengine - INFO - Epoch(train) [18][580/1441] lr: 2.0000e-03 eta: 0:57:14 time: 0.9350 data_time: 0.0389 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.6700 prec@thr=0.5: 0.7883 recall@top3: 0.8067 prec@top3: 0.7333 recall@top5: 0.8700 prec@top5: 0.4800 loss_action_cls: 0.0268 loss: 0.0268 2022/08/07 23:44:11 - mmengine - INFO - Epoch(train) [18][600/1441] lr: 2.0000e-03 eta: 0:56:56 time: 0.8148 data_time: 0.0380 memory: 18616 grad_norm: 0.1403 recall@thr=0.5: 0.7643 prec@thr=0.5: 0.8802 recall@top3: 0.8558 prec@top3: 0.7674 recall@top5: 0.9922 prec@top5: 0.5628 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 23:44:29 - mmengine - INFO - Epoch(train) [18][620/1441] lr: 2.0000e-03 eta: 0:56:37 time: 0.8841 data_time: 0.0386 memory: 18616 grad_norm: 0.1360 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.8595 recall@top3: 0.8222 prec@top3: 0.8170 recall@top5: 1.0000 prec@top5: 0.6196 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 23:44:47 - mmengine - INFO - Epoch(train) [18][640/1441] lr: 2.0000e-03 eta: 0:56:19 time: 0.8795 data_time: 0.0439 memory: 18616 grad_norm: 0.1385 recall@thr=0.5: 0.8311 prec@thr=0.5: 0.8738 recall@top3: 0.8730 prec@top3: 0.7941 recall@top5: 0.9525 prec@top5: 0.5324 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 23:45:04 - mmengine - INFO - Epoch(train) [18][660/1441] lr: 2.0000e-03 eta: 0:56:00 time: 0.8940 data_time: 0.0359 memory: 18616 grad_norm: 0.1376 recall@thr=0.5: 0.7604 prec@thr=0.5: 0.7819 recall@top3: 0.8707 prec@top3: 0.6815 recall@top5: 0.9537 prec@top5: 0.4622 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 23:45:21 - mmengine - INFO - Epoch(train) [18][680/1441] lr: 2.0000e-03 eta: 0:55:42 time: 0.8378 data_time: 0.0336 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.7937 prec@thr=0.5: 0.8701 recall@top3: 0.8615 prec@top3: 0.7569 recall@top5: 0.9396 prec@top5: 0.5042 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 23:45:39 - mmengine - INFO - Epoch(train) [18][700/1441] lr: 2.0000e-03 eta: 0:55:23 time: 0.8825 data_time: 0.0464 memory: 18616 grad_norm: 0.1340 recall@thr=0.5: 0.8120 prec@thr=0.5: 0.8566 recall@top3: 0.8682 prec@top3: 0.7132 recall@top5: 0.9729 prec@top5: 0.4930 loss_action_cls: 0.0293 loss: 0.0293 2022/08/07 23:45:56 - mmengine - INFO - Epoch(train) [18][720/1441] lr: 2.0000e-03 eta: 0:55:05 time: 0.8593 data_time: 0.0453 memory: 18616 grad_norm: 0.1360 recall@thr=0.5: 0.6964 prec@thr=0.5: 0.8075 recall@top3: 0.8135 prec@top3: 0.6349 recall@top5: 0.9444 prec@top5: 0.4619 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 23:46:12 - mmengine - INFO - Epoch(train) [18][740/1441] lr: 2.0000e-03 eta: 0:54:46 time: 0.8157 data_time: 0.0356 memory: 18616 grad_norm: 0.1336 recall@thr=0.5: 0.7507 prec@thr=0.5: 0.8469 recall@top3: 0.8510 prec@top3: 0.7075 recall@top5: 0.9592 prec@top5: 0.4939 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 23:46:30 - mmengine - INFO - Epoch(train) [18][760/1441] lr: 2.0000e-03 eta: 0:54:28 time: 0.8886 data_time: 0.0395 memory: 18616 grad_norm: 0.1333 recall@thr=0.5: 0.8254 prec@thr=0.5: 0.9266 recall@top3: 0.8790 prec@top3: 0.8016 recall@top5: 0.9841 prec@top5: 0.5381 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 23:46:48 - mmengine - INFO - Epoch(train) [18][780/1441] lr: 2.0000e-03 eta: 0:54:09 time: 0.8698 data_time: 0.0371 memory: 18616 grad_norm: 0.1335 recall@thr=0.5: 0.8389 prec@thr=0.5: 0.8758 recall@top3: 0.8346 prec@top3: 0.7386 recall@top5: 0.9830 prec@top5: 0.5412 loss_action_cls: 0.0292 loss: 0.0292 2022/08/07 23:47:05 - mmengine - INFO - Epoch(train) [18][800/1441] lr: 2.0000e-03 eta: 0:53:51 time: 0.8799 data_time: 0.0514 memory: 18616 grad_norm: 0.1395 recall@thr=0.5: 0.8432 prec@thr=0.5: 0.8788 recall@top3: 0.9136 prec@top3: 0.8485 recall@top5: 0.9924 prec@top5: 0.5727 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 23:47:22 - mmengine - INFO - Epoch(train) [18][820/1441] lr: 2.0000e-03 eta: 0:53:32 time: 0.8517 data_time: 0.0349 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.8413 prec@thr=0.5: 0.8045 recall@top3: 0.9071 prec@top3: 0.6795 recall@top5: 0.9663 prec@top5: 0.4423 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 23:47:39 - mmengine - INFO - Epoch(train) [18][840/1441] lr: 2.0000e-03 eta: 0:53:14 time: 0.8549 data_time: 0.0373 memory: 18616 grad_norm: 0.1380 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.7167 recall@top3: 0.7931 prec@top3: 0.6159 recall@top5: 0.9159 prec@top5: 0.4391 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 23:47:56 - mmengine - INFO - Epoch(train) [18][860/1441] lr: 2.0000e-03 eta: 0:52:55 time: 0.8527 data_time: 0.0369 memory: 18616 grad_norm: 0.1385 recall@thr=0.5: 0.8266 prec@thr=0.5: 0.8784 recall@top3: 0.8401 prec@top3: 0.7387 recall@top5: 0.9144 prec@top5: 0.4919 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 23:48:13 - mmengine - INFO - Epoch(train) [18][880/1441] lr: 2.0000e-03 eta: 0:52:37 time: 0.8361 data_time: 0.0324 memory: 18616 grad_norm: 0.1380 recall@thr=0.5: 0.7317 prec@thr=0.5: 0.8073 recall@top3: 0.7886 prec@top3: 0.5772 recall@top5: 0.9289 prec@top5: 0.4244 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 23:48:30 - mmengine - INFO - Epoch(train) [18][900/1441] lr: 2.0000e-03 eta: 0:52:18 time: 0.8691 data_time: 0.0362 memory: 18616 grad_norm: 0.1366 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.9250 recall@top3: 0.8458 prec@top3: 0.7750 recall@top5: 0.9875 prec@top5: 0.5450 loss_action_cls: 0.0274 loss: 0.0274 2022/08/07 23:48:48 - mmengine - INFO - Epoch(train) [18][920/1441] lr: 2.0000e-03 eta: 0:52:00 time: 0.8562 data_time: 0.0421 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.8355 prec@thr=0.5: 0.8670 recall@top3: 0.9330 prec@top3: 0.7589 recall@top5: 0.9894 prec@top5: 0.4936 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 23:49:05 - mmengine - INFO - Epoch(train) [18][940/1441] lr: 2.0000e-03 eta: 0:51:41 time: 0.8615 data_time: 0.0335 memory: 18616 grad_norm: 0.1383 recall@thr=0.5: 0.8007 prec@thr=0.5: 0.8296 recall@top3: 0.8444 prec@top3: 0.7037 recall@top5: 0.9459 prec@top5: 0.4933 loss_action_cls: 0.0291 loss: 0.0291 2022/08/07 23:49:22 - mmengine - INFO - Epoch(train) [18][960/1441] lr: 2.0000e-03 eta: 0:51:23 time: 0.8484 data_time: 0.0431 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.8596 prec@thr=0.5: 0.8886 recall@top3: 0.9057 prec@top3: 0.7105 recall@top5: 0.9737 prec@top5: 0.4684 loss_action_cls: 0.0296 loss: 0.0296 2022/08/07 23:49:39 - mmengine - INFO - Epoch(train) [18][980/1441] lr: 2.0000e-03 eta: 0:51:04 time: 0.8590 data_time: 0.0385 memory: 18616 grad_norm: 0.1359 recall@thr=0.5: 0.8130 prec@thr=0.5: 0.8333 recall@top3: 0.8074 prec@top3: 0.7481 recall@top5: 0.9481 prec@top5: 0.5378 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 23:49:57 - mmengine - INFO - Epoch(train) [18][1000/1441] lr: 2.0000e-03 eta: 0:50:46 time: 0.8920 data_time: 0.0456 memory: 18616 grad_norm: 0.1380 recall@thr=0.5: 0.8262 prec@thr=0.5: 0.9619 recall@top3: 0.9048 prec@top3: 0.7619 recall@top5: 0.9476 prec@top5: 0.4857 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 23:50:14 - mmengine - INFO - Epoch(train) [18][1020/1441] lr: 2.0000e-03 eta: 0:50:27 time: 0.8755 data_time: 0.0365 memory: 18616 grad_norm: 0.1350 recall@thr=0.5: 0.8250 prec@thr=0.5: 0.9000 recall@top3: 0.8958 prec@top3: 0.6583 recall@top5: 0.9250 prec@top5: 0.4150 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 23:50:31 - mmengine - INFO - Epoch(train) [18][1040/1441] lr: 2.0000e-03 eta: 0:50:09 time: 0.8500 data_time: 0.0317 memory: 18616 grad_norm: 0.1391 recall@thr=0.5: 0.8394 prec@thr=0.5: 0.8939 recall@top3: 0.9303 prec@top3: 0.7455 recall@top5: 0.9576 prec@top5: 0.4655 loss_action_cls: 0.0295 loss: 0.0295 2022/08/07 23:50:48 - mmengine - INFO - Epoch(train) [18][1060/1441] lr: 2.0000e-03 eta: 0:49:50 time: 0.8501 data_time: 0.0340 memory: 18616 grad_norm: 0.1404 recall@thr=0.5: 0.8377 prec@thr=0.5: 0.8609 recall@top3: 0.8421 prec@top3: 0.7268 recall@top5: 0.9577 prec@top5: 0.5016 loss_action_cls: 0.0300 loss: 0.0300 2022/08/07 23:51:05 - mmengine - INFO - Epoch(train) [18][1080/1441] lr: 2.0000e-03 eta: 0:49:32 time: 0.8496 data_time: 0.0352 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.7707 prec@thr=0.5: 0.8904 recall@top3: 0.8880 prec@top3: 0.7963 recall@top5: 0.9772 prec@top5: 0.5333 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 23:51:23 - mmengine - INFO - Epoch(train) [18][1100/1441] lr: 2.0000e-03 eta: 0:49:13 time: 0.8636 data_time: 0.0369 memory: 18616 grad_norm: 0.1419 recall@thr=0.5: 0.8925 prec@thr=0.5: 0.8656 recall@top3: 0.9315 prec@top3: 0.7366 recall@top5: 0.9839 prec@top5: 0.4742 loss_action_cls: 0.0291 loss: 0.0291 2022/08/07 23:51:40 - mmengine - INFO - Epoch(train) [18][1120/1441] lr: 2.0000e-03 eta: 0:48:55 time: 0.8606 data_time: 0.0406 memory: 18616 grad_norm: 0.1438 recall@thr=0.5: 0.8255 prec@thr=0.5: 0.9014 recall@top3: 0.8765 prec@top3: 0.7755 recall@top5: 0.9629 prec@top5: 0.5265 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 23:51:57 - mmengine - INFO - Epoch(train) [18][1140/1441] lr: 2.0000e-03 eta: 0:48:37 time: 0.8758 data_time: 0.0643 memory: 18616 grad_norm: 0.1373 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.8708 recall@top3: 0.8583 prec@top3: 0.6833 recall@top5: 0.9646 prec@top5: 0.4700 loss_action_cls: 0.0293 loss: 0.0293 2022/08/07 23:52:15 - mmengine - INFO - Epoch(train) [18][1160/1441] lr: 2.0000e-03 eta: 0:48:18 time: 0.8658 data_time: 0.0352 memory: 18616 grad_norm: 0.1382 recall@thr=0.5: 0.9144 prec@thr=0.5: 0.9234 recall@top3: 0.9550 prec@top3: 0.7027 recall@top5: 0.9910 prec@top5: 0.4432 loss_action_cls: 0.0293 loss: 0.0293 2022/08/07 23:52:31 - mmengine - INFO - Epoch(train) [18][1180/1441] lr: 2.0000e-03 eta: 0:48:00 time: 0.8391 data_time: 0.0351 memory: 18616 grad_norm: 0.1393 recall@thr=0.5: 0.7192 prec@thr=0.5: 0.7500 recall@top3: 0.7880 prec@top3: 0.6304 recall@top5: 0.9257 prec@top5: 0.4522 loss_action_cls: 0.0300 loss: 0.0300 2022/08/07 23:52:48 - mmengine - INFO - Epoch(train) [18][1200/1441] lr: 2.0000e-03 eta: 0:47:41 time: 0.8292 data_time: 0.0379 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.6230 prec@thr=0.5: 0.7157 recall@top3: 0.8191 prec@top3: 0.7157 recall@top5: 0.9632 prec@top5: 0.5118 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 23:53:05 - mmengine - INFO - Epoch(train) [18][1220/1441] lr: 2.0000e-03 eta: 0:47:23 time: 0.8515 data_time: 0.0434 memory: 18616 grad_norm: 0.1357 recall@thr=0.5: 0.8194 prec@thr=0.5: 0.9009 recall@top3: 0.8727 prec@top3: 0.7407 recall@top5: 0.9537 prec@top5: 0.5056 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 23:53:22 - mmengine - INFO - Epoch(train) [18][1240/1441] lr: 2.0000e-03 eta: 0:47:04 time: 0.8459 data_time: 0.0428 memory: 18616 grad_norm: 0.1329 recall@thr=0.5: 0.7082 prec@thr=0.5: 0.8469 recall@top3: 0.8153 prec@top3: 0.7075 recall@top5: 0.9456 prec@top5: 0.5102 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 23:53:39 - mmengine - INFO - Epoch(train) [18][1260/1441] lr: 2.0000e-03 eta: 0:46:46 time: 0.8748 data_time: 0.0334 memory: 18616 grad_norm: 0.1360 recall@thr=0.5: 0.7458 prec@thr=0.5: 0.8169 recall@top3: 0.8075 prec@top3: 0.7556 recall@top5: 0.9486 prec@top5: 0.5433 loss_action_cls: 0.0311 loss: 0.0311 2022/08/07 23:53:57 - mmengine - INFO - Epoch(train) [18][1280/1441] lr: 2.0000e-03 eta: 0:46:27 time: 0.8782 data_time: 0.0416 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.7907 prec@thr=0.5: 0.8740 recall@top3: 0.8537 prec@top3: 0.6911 recall@top5: 0.9512 prec@top5: 0.4683 loss_action_cls: 0.0295 loss: 0.0295 2022/08/07 23:54:14 - mmengine - INFO - Epoch(train) [18][1300/1441] lr: 2.0000e-03 eta: 0:46:09 time: 0.8621 data_time: 0.0346 memory: 18616 grad_norm: 0.1390 recall@thr=0.5: 0.8546 prec@thr=0.5: 0.8994 recall@top3: 0.8898 prec@top3: 0.8642 recall@top5: 0.9630 prec@top5: 0.5815 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 23:54:32 - mmengine - INFO - Epoch(train) [18][1320/1441] lr: 2.0000e-03 eta: 0:45:50 time: 0.8673 data_time: 0.0437 memory: 18616 grad_norm: 0.1345 recall@thr=0.5: 0.7564 prec@thr=0.5: 0.8120 recall@top3: 0.8291 prec@top3: 0.6410 recall@top5: 0.9829 prec@top5: 0.4615 loss_action_cls: 0.0300 loss: 0.0300 2022/08/07 23:54:49 - mmengine - INFO - Epoch(train) [18][1340/1441] lr: 2.0000e-03 eta: 0:45:32 time: 0.8480 data_time: 0.0335 memory: 18616 grad_norm: 0.1393 recall@thr=0.5: 0.7739 prec@thr=0.5: 0.9094 recall@top3: 0.8739 prec@top3: 0.7246 recall@top5: 0.9529 prec@top5: 0.4913 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 23:55:06 - mmengine - INFO - Epoch(train) [18][1360/1441] lr: 2.0000e-03 eta: 0:45:13 time: 0.8641 data_time: 0.0331 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.7622 prec@thr=0.5: 0.8415 recall@top3: 0.8819 prec@top3: 0.7111 recall@top5: 0.9778 prec@top5: 0.4889 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 23:55:23 - mmengine - INFO - Epoch(train) [18][1380/1441] lr: 2.0000e-03 eta: 0:44:55 time: 0.8649 data_time: 0.0331 memory: 18616 grad_norm: 0.1365 recall@thr=0.5: 0.7799 prec@thr=0.5: 0.8520 recall@top3: 0.8575 prec@top3: 0.6803 recall@top5: 0.9320 prec@top5: 0.4531 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 23:55:41 - mmengine - INFO - Epoch(train) [18][1400/1441] lr: 2.0000e-03 eta: 0:44:37 time: 0.8776 data_time: 0.0495 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.7849 prec@thr=0.5: 0.8488 recall@top3: 0.8857 prec@top3: 0.6512 recall@top5: 0.9496 prec@top5: 0.4279 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 23:55:58 - mmengine - INFO - Epoch(train) [18][1420/1441] lr: 2.0000e-03 eta: 0:44:18 time: 0.8661 data_time: 0.0323 memory: 18616 grad_norm: 0.1381 recall@thr=0.5: 0.7689 prec@thr=0.5: 0.7803 recall@top3: 0.9242 prec@top3: 0.6212 recall@top5: 0.9470 prec@top5: 0.3818 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 23:56:14 - mmengine - INFO - Epoch(train) [18][1440/1441] lr: 2.0000e-03 eta: 0:44:00 time: 0.8019 data_time: 0.0338 memory: 18616 grad_norm: 0.1413 recall@thr=0.5: 0.7960 prec@thr=0.5: 0.8949 recall@top3: 0.8395 prec@top3: 0.6667 recall@top5: 0.9732 prec@top5: 0.4783 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 23:56:15 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/07 23:56:15 - mmengine - INFO - Epoch(train) [18][1441/1441] lr: 2.0000e-03 eta: 0:44:00 time: 0.7873 data_time: 0.0347 memory: 9568 grad_norm: 0.1463 recall@thr=0.5: 0.8202 prec@thr=0.5: 0.9737 recall@top3: 0.9518 prec@top3: 0.6491 recall@top5: 1.0000 prec@top5: 0.4211 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 23:56:15 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/08/07 23:56:22 - mmengine - INFO - Epoch(val) [18][20/6282] eta: 0:07:01 time: 0.0673 data_time: 0.0210 memory: 663 2022/08/07 23:56:23 - mmengine - INFO - Epoch(val) [18][40/6282] eta: 0:05:03 time: 0.0487 data_time: 0.0046 memory: 663 2022/08/07 23:56:24 - mmengine - INFO - Epoch(val) [18][60/6282] eta: 0:05:31 time: 0.0532 data_time: 0.0060 memory: 663 2022/08/07 23:56:25 - mmengine - INFO - Epoch(val) [18][80/6282] eta: 0:05:02 time: 0.0487 data_time: 0.0042 memory: 663 2022/08/07 23:56:26 - mmengine - INFO - Epoch(val) [18][100/6282] eta: 0:05:14 time: 0.0508 data_time: 0.0062 memory: 663 2022/08/07 23:56:27 - mmengine - INFO - Epoch(val) [18][120/6282] eta: 0:06:03 time: 0.0590 data_time: 0.0057 memory: 726 2022/08/07 23:56:28 - mmengine - INFO - Epoch(val) [18][140/6282] eta: 0:06:20 time: 0.0619 data_time: 0.0061 memory: 726 2022/08/07 23:56:29 - mmengine - INFO - Epoch(val) [18][160/6282] eta: 0:06:07 time: 0.0601 data_time: 0.0056 memory: 726 2022/08/07 23:56:31 - mmengine - INFO - Epoch(val) [18][180/6282] eta: 0:06:58 time: 0.0686 data_time: 0.0087 memory: 726 2022/08/07 23:56:32 - mmengine - INFO - Epoch(val) [18][200/6282] eta: 0:06:19 time: 0.0624 data_time: 0.0084 memory: 726 2022/08/07 23:56:33 - mmengine - INFO - Epoch(val) [18][220/6282] eta: 0:05:12 time: 0.0515 data_time: 0.0061 memory: 676 2022/08/07 23:56:34 - mmengine - INFO - Epoch(val) [18][240/6282] eta: 0:06:19 time: 0.0629 data_time: 0.0065 memory: 676 2022/08/07 23:56:36 - mmengine - INFO - Epoch(val) [18][260/6282] eta: 0:05:21 time: 0.0533 data_time: 0.0054 memory: 676 2022/08/07 23:56:37 - mmengine - INFO - Epoch(val) [18][280/6282] eta: 0:04:57 time: 0.0496 data_time: 0.0054 memory: 676 2022/08/07 23:56:38 - mmengine - INFO - Epoch(val) [18][300/6282] eta: 0:05:32 time: 0.0555 data_time: 0.0058 memory: 726 2022/08/07 23:56:39 - mmengine - INFO - Epoch(val) [18][320/6282] eta: 0:08:52 time: 0.0893 data_time: 0.0345 memory: 726 2022/08/07 23:56:41 - mmengine - INFO - Epoch(val) [18][340/6282] eta: 0:08:26 time: 0.0852 data_time: 0.0277 memory: 726 2022/08/07 23:56:43 - mmengine - INFO - Epoch(val) [18][360/6282] eta: 0:08:38 time: 0.0875 data_time: 0.0359 memory: 726 2022/08/07 23:56:45 - mmengine - INFO - Epoch(val) [18][380/6282] eta: 0:09:58 time: 0.1013 data_time: 0.0428 memory: 726 2022/08/07 23:56:47 - mmengine - INFO - Epoch(val) [18][400/6282] eta: 0:07:23 time: 0.0754 data_time: 0.0187 memory: 726 2022/08/07 23:56:48 - mmengine - INFO - Epoch(val) [18][420/6282] eta: 0:05:27 time: 0.0559 data_time: 0.0069 memory: 677 2022/08/07 23:56:49 - mmengine - INFO - Epoch(val) [18][440/6282] eta: 0:05:32 time: 0.0569 data_time: 0.0068 memory: 677 2022/08/07 23:56:50 - mmengine - INFO - Epoch(val) [18][460/6282] eta: 0:05:13 time: 0.0539 data_time: 0.0082 memory: 677 2022/08/07 23:56:51 - mmengine - INFO - Epoch(val) [18][480/6282] eta: 0:05:22 time: 0.0555 data_time: 0.0065 memory: 677 2022/08/07 23:56:52 - mmengine - INFO - Epoch(val) [18][500/6282] eta: 0:04:54 time: 0.0509 data_time: 0.0055 memory: 677 2022/08/07 23:56:53 - mmengine - INFO - Epoch(val) [18][520/6282] eta: 0:04:49 time: 0.0502 data_time: 0.0045 memory: 676 2022/08/07 23:56:54 - mmengine - INFO - Epoch(val) [18][540/6282] eta: 0:04:49 time: 0.0505 data_time: 0.0050 memory: 676 2022/08/07 23:56:55 - mmengine - INFO - Epoch(val) [18][560/6282] eta: 0:05:48 time: 0.0610 data_time: 0.0057 memory: 676 2022/08/07 23:56:56 - mmengine - INFO - Epoch(val) [18][580/6282] eta: 0:05:10 time: 0.0544 data_time: 0.0059 memory: 676 2022/08/07 23:56:57 - mmengine - INFO - Epoch(val) [18][600/6282] eta: 0:04:35 time: 0.0485 data_time: 0.0064 memory: 676 2022/08/07 23:56:58 - mmengine - INFO - Epoch(val) [18][620/6282] eta: 0:04:06 time: 0.0435 data_time: 0.0045 memory: 676 2022/08/07 23:56:59 - mmengine - INFO - Epoch(val) [18][640/6282] eta: 0:04:10 time: 0.0445 data_time: 0.0053 memory: 670 2022/08/07 23:57:00 - mmengine - INFO - Epoch(val) [18][660/6282] eta: 0:03:58 time: 0.0424 data_time: 0.0039 memory: 670 2022/08/07 23:57:01 - mmengine - INFO - Epoch(val) [18][680/6282] eta: 0:04:20 time: 0.0465 data_time: 0.0059 memory: 670 2022/08/07 23:57:02 - mmengine - INFO - Epoch(val) [18][700/6282] eta: 0:04:11 time: 0.0450 data_time: 0.0048 memory: 670 2022/08/07 23:57:05 - mmengine - INFO - Epoch(val) [18][720/6282] eta: 0:11:57 time: 0.1290 data_time: 0.0821 memory: 726 2022/08/07 23:57:08 - mmengine - INFO - Epoch(val) [18][740/6282] eta: 0:15:59 time: 0.1731 data_time: 0.1258 memory: 726 2022/08/07 23:57:11 - mmengine - INFO - Epoch(val) [18][760/6282] eta: 0:12:59 time: 0.1411 data_time: 0.0908 memory: 726 2022/08/07 23:57:15 - mmengine - INFO - Epoch(val) [18][780/6282] eta: 0:18:38 time: 0.2033 data_time: 0.1175 memory: 726 2022/08/07 23:57:17 - mmengine - INFO - Epoch(val) [18][800/6282] eta: 0:07:51 time: 0.0859 data_time: 0.0277 memory: 726 2022/08/07 23:57:19 - mmengine - INFO - Epoch(val) [18][820/6282] eta: 0:08:32 time: 0.0938 data_time: 0.0433 memory: 726 2022/08/07 23:57:20 - mmengine - INFO - Epoch(val) [18][840/6282] eta: 0:04:23 time: 0.0485 data_time: 0.0046 memory: 676 2022/08/07 23:57:21 - mmengine - INFO - Epoch(val) [18][860/6282] eta: 0:04:52 time: 0.0540 data_time: 0.0053 memory: 676 2022/08/07 23:57:22 - mmengine - INFO - Epoch(val) [18][880/6282] eta: 0:04:59 time: 0.0554 data_time: 0.0070 memory: 676 2022/08/07 23:57:23 - mmengine - INFO - Epoch(val) [18][900/6282] eta: 0:04:45 time: 0.0531 data_time: 0.0051 memory: 676 2022/08/07 23:57:24 - mmengine - INFO - Epoch(val) [18][920/6282] eta: 0:04:49 time: 0.0541 data_time: 0.0064 memory: 676 2022/08/07 23:57:25 - mmengine - INFO - Epoch(val) [18][940/6282] eta: 0:04:49 time: 0.0542 data_time: 0.0081 memory: 663 2022/08/07 23:57:26 - mmengine - INFO - Epoch(val) [18][960/6282] eta: 0:05:02 time: 0.0569 data_time: 0.0087 memory: 663 2022/08/07 23:57:27 - mmengine - INFO - Epoch(val) [18][980/6282] eta: 0:04:28 time: 0.0507 data_time: 0.0038 memory: 663 2022/08/07 23:57:29 - mmengine - INFO - Epoch(val) [18][1000/6282] eta: 0:06:44 time: 0.0766 data_time: 0.0055 memory: 663 2022/08/07 23:57:30 - mmengine - INFO - Epoch(val) [18][1020/6282] eta: 0:04:31 time: 0.0516 data_time: 0.0064 memory: 676 2022/08/07 23:57:31 - mmengine - INFO - Epoch(val) [18][1040/6282] eta: 0:04:40 time: 0.0534 data_time: 0.0061 memory: 676 2022/08/07 23:57:32 - mmengine - INFO - Epoch(val) [18][1060/6282] eta: 0:04:46 time: 0.0548 data_time: 0.0066 memory: 676 2022/08/07 23:57:33 - mmengine - INFO - Epoch(val) [18][1080/6282] eta: 0:04:47 time: 0.0552 data_time: 0.0074 memory: 676 2022/08/07 23:57:34 - mmengine - INFO - Epoch(val) [18][1100/6282] eta: 0:05:34 time: 0.0646 data_time: 0.0080 memory: 676 2022/08/07 23:57:36 - mmengine - INFO - Epoch(val) [18][1120/6282] eta: 0:04:31 time: 0.0527 data_time: 0.0055 memory: 676 2022/08/07 23:57:37 - mmengine - INFO - Epoch(val) [18][1140/6282] eta: 0:04:49 time: 0.0563 data_time: 0.0072 memory: 676 2022/08/07 23:57:38 - mmengine - INFO - Epoch(val) [18][1160/6282] eta: 0:03:57 time: 0.0463 data_time: 0.0058 memory: 676 2022/08/07 23:57:39 - mmengine - INFO - Epoch(val) [18][1180/6282] eta: 0:03:42 time: 0.0435 data_time: 0.0041 memory: 676 2022/08/07 23:57:40 - mmengine - INFO - Epoch(val) [18][1200/6282] eta: 0:04:15 time: 0.0502 data_time: 0.0062 memory: 676 2022/08/07 23:57:41 - mmengine - INFO - Epoch(val) [18][1220/6282] eta: 0:04:12 time: 0.0498 data_time: 0.0057 memory: 676 2022/08/07 23:57:44 - mmengine - INFO - Epoch(val) [18][1240/6282] eta: 0:13:54 time: 0.1655 data_time: 0.1186 memory: 726 2022/08/07 23:57:47 - mmengine - INFO - Epoch(val) [18][1260/6282] eta: 0:12:27 time: 0.1488 data_time: 0.0990 memory: 726 2022/08/07 23:57:50 - mmengine - INFO - Epoch(val) [18][1280/6282] eta: 0:13:26 time: 0.1612 data_time: 0.1083 memory: 726 2022/08/07 23:57:53 - mmengine - INFO - Epoch(val) [18][1300/6282] eta: 0:11:18 time: 0.1362 data_time: 0.0853 memory: 726 2022/08/07 23:57:56 - mmengine - INFO - Epoch(val) [18][1320/6282] eta: 0:13:53 time: 0.1680 data_time: 0.1099 memory: 726 2022/08/07 23:57:59 - mmengine - INFO - Epoch(val) [18][1340/6282] eta: 0:11:23 time: 0.1382 data_time: 0.0856 memory: 726 2022/08/07 23:58:03 - mmengine - INFO - Epoch(val) [18][1360/6282] eta: 0:14:09 time: 0.1726 data_time: 0.1156 memory: 726 2022/08/07 23:58:05 - mmengine - INFO - Epoch(val) [18][1380/6282] eta: 0:11:48 time: 0.1445 data_time: 0.0880 memory: 726 2022/08/07 23:58:09 - mmengine - INFO - Epoch(val) [18][1400/6282] eta: 0:14:05 time: 0.1733 data_time: 0.0967 memory: 726 2022/08/07 23:58:12 - mmengine - INFO - Epoch(val) [18][1420/6282] eta: 0:11:06 time: 0.1370 data_time: 0.0834 memory: 726 2022/08/07 23:58:14 - mmengine - INFO - Epoch(val) [18][1440/6282] eta: 0:07:55 time: 0.0982 data_time: 0.0421 memory: 726 2022/08/07 23:58:15 - mmengine - INFO - Epoch(val) [18][1460/6282] eta: 0:05:26 time: 0.0678 data_time: 0.0101 memory: 726 2022/08/07 23:58:16 - mmengine - INFO - Epoch(val) [18][1480/6282] eta: 0:04:55 time: 0.0615 data_time: 0.0076 memory: 726 2022/08/07 23:58:18 - mmengine - INFO - Epoch(val) [18][1500/6282] eta: 0:06:49 time: 0.0856 data_time: 0.0071 memory: 726 2022/08/07 23:58:19 - mmengine - INFO - Epoch(val) [18][1520/6282] eta: 0:04:55 time: 0.0620 data_time: 0.0072 memory: 798 2022/08/07 23:58:21 - mmengine - INFO - Epoch(val) [18][1540/6282] eta: 0:05:43 time: 0.0724 data_time: 0.0089 memory: 798 2022/08/07 23:58:22 - mmengine - INFO - Epoch(val) [18][1560/6282] eta: 0:05:38 time: 0.0717 data_time: 0.0096 memory: 798 2022/08/07 23:58:24 - mmengine - INFO - Epoch(val) [18][1580/6282] eta: 0:05:37 time: 0.0718 data_time: 0.0090 memory: 798 2022/08/07 23:58:25 - mmengine - INFO - Epoch(val) [18][1600/6282] eta: 0:05:29 time: 0.0703 data_time: 0.0088 memory: 798 2022/08/07 23:58:26 - mmengine - INFO - Epoch(val) [18][1620/6282] eta: 0:05:20 time: 0.0689 data_time: 0.0074 memory: 798 2022/08/07 23:58:28 - mmengine - INFO - Epoch(val) [18][1640/6282] eta: 0:04:30 time: 0.0583 data_time: 0.0062 memory: 726 2022/08/07 23:58:29 - mmengine - INFO - Epoch(val) [18][1660/6282] eta: 0:04:22 time: 0.0569 data_time: 0.0058 memory: 726 2022/08/07 23:58:30 - mmengine - INFO - Epoch(val) [18][1680/6282] eta: 0:04:12 time: 0.0548 data_time: 0.0048 memory: 726 2022/08/07 23:58:31 - mmengine - INFO - Epoch(val) [18][1700/6282] eta: 0:04:10 time: 0.0546 data_time: 0.0064 memory: 726 2022/08/07 23:58:32 - mmengine - INFO - Epoch(val) [18][1720/6282] eta: 0:04:05 time: 0.0537 data_time: 0.0056 memory: 726 2022/08/07 23:58:33 - mmengine - INFO - Epoch(val) [18][1740/6282] eta: 0:04:14 time: 0.0560 data_time: 0.0056 memory: 726 2022/08/07 23:58:34 - mmengine - INFO - Epoch(val) [18][1760/6282] eta: 0:04:04 time: 0.0541 data_time: 0.0051 memory: 726 2022/08/07 23:58:36 - mmengine - INFO - Epoch(val) [18][1780/6282] eta: 0:04:57 time: 0.0662 data_time: 0.0083 memory: 726 2022/08/07 23:58:37 - mmengine - INFO - Epoch(val) [18][1800/6282] eta: 0:04:16 time: 0.0571 data_time: 0.0063 memory: 726 2022/08/07 23:58:38 - mmengine - INFO - Epoch(val) [18][1820/6282] eta: 0:04:08 time: 0.0556 data_time: 0.0057 memory: 726 2022/08/07 23:58:40 - mmengine - INFO - Epoch(val) [18][1840/6282] eta: 0:05:50 time: 0.0788 data_time: 0.0307 memory: 726 2022/08/07 23:58:43 - mmengine - INFO - Epoch(val) [18][1860/6282] eta: 0:12:12 time: 0.1656 data_time: 0.1137 memory: 726 2022/08/07 23:58:46 - mmengine - INFO - Epoch(val) [18][1880/6282] eta: 0:10:42 time: 0.1459 data_time: 0.0848 memory: 726 2022/08/07 23:58:49 - mmengine - INFO - Epoch(val) [18][1900/6282] eta: 0:11:45 time: 0.1611 data_time: 0.1144 memory: 726 2022/08/07 23:58:52 - mmengine - INFO - Epoch(val) [18][1920/6282] eta: 0:09:33 time: 0.1316 data_time: 0.0775 memory: 726 2022/08/07 23:58:54 - mmengine - INFO - Epoch(val) [18][1940/6282] eta: 0:09:21 time: 0.1293 data_time: 0.0742 memory: 726 2022/08/07 23:58:56 - mmengine - INFO - Epoch(val) [18][1960/6282] eta: 0:05:30 time: 0.0764 data_time: 0.0065 memory: 677 2022/08/07 23:58:57 - mmengine - INFO - Epoch(val) [18][1980/6282] eta: 0:03:53 time: 0.0544 data_time: 0.0056 memory: 677 2022/08/07 23:58:58 - mmengine - INFO - Epoch(val) [18][2000/6282] eta: 0:04:00 time: 0.0562 data_time: 0.0069 memory: 677 2022/08/07 23:58:59 - mmengine - INFO - Epoch(val) [18][2020/6282] eta: 0:03:56 time: 0.0555 data_time: 0.0072 memory: 677 2022/08/07 23:59:00 - mmengine - INFO - Epoch(val) [18][2040/6282] eta: 0:04:00 time: 0.0566 data_time: 0.0069 memory: 677 2022/08/07 23:59:02 - mmengine - INFO - Epoch(val) [18][2060/6282] eta: 0:04:01 time: 0.0572 data_time: 0.0084 memory: 677 2022/08/07 23:59:03 - mmengine - INFO - Epoch(val) [18][2080/6282] eta: 0:03:52 time: 0.0554 data_time: 0.0053 memory: 677 2022/08/07 23:59:04 - mmengine - INFO - Epoch(val) [18][2100/6282] eta: 0:03:44 time: 0.0538 data_time: 0.0055 memory: 677 2022/08/07 23:59:05 - mmengine - INFO - Epoch(val) [18][2120/6282] eta: 0:04:06 time: 0.0593 data_time: 0.0087 memory: 677 2022/08/07 23:59:06 - mmengine - INFO - Epoch(val) [18][2140/6282] eta: 0:03:35 time: 0.0521 data_time: 0.0059 memory: 677 2022/08/07 23:59:07 - mmengine - INFO - Epoch(val) [18][2160/6282] eta: 0:03:44 time: 0.0544 data_time: 0.0063 memory: 676 2022/08/07 23:59:08 - mmengine - INFO - Epoch(val) [18][2180/6282] eta: 0:03:39 time: 0.0535 data_time: 0.0059 memory: 676 2022/08/07 23:59:09 - mmengine - INFO - Epoch(val) [18][2200/6282] eta: 0:03:40 time: 0.0540 data_time: 0.0066 memory: 676 2022/08/07 23:59:10 - mmengine - INFO - Epoch(val) [18][2220/6282] eta: 0:03:51 time: 0.0570 data_time: 0.0063 memory: 676 2022/08/07 23:59:12 - mmengine - INFO - Epoch(val) [18][2240/6282] eta: 0:03:44 time: 0.0556 data_time: 0.0072 memory: 676 2022/08/07 23:59:13 - mmengine - INFO - Epoch(val) [18][2260/6282] eta: 0:03:39 time: 0.0545 data_time: 0.0066 memory: 677 2022/08/07 23:59:14 - mmengine - INFO - Epoch(val) [18][2280/6282] eta: 0:03:43 time: 0.0558 data_time: 0.0067 memory: 677 2022/08/07 23:59:16 - mmengine - INFO - Epoch(val) [18][2300/6282] eta: 0:05:38 time: 0.0849 data_time: 0.0066 memory: 677 2022/08/07 23:59:17 - mmengine - INFO - Epoch(val) [18][2320/6282] eta: 0:03:35 time: 0.0545 data_time: 0.0079 memory: 677 2022/08/07 23:59:18 - mmengine - INFO - Epoch(val) [18][2340/6282] eta: 0:03:53 time: 0.0592 data_time: 0.0064 memory: 677 2022/08/07 23:59:19 - mmengine - INFO - Epoch(val) [18][2360/6282] eta: 0:03:33 time: 0.0543 data_time: 0.0068 memory: 676 2022/08/07 23:59:20 - mmengine - INFO - Epoch(val) [18][2380/6282] eta: 0:03:27 time: 0.0533 data_time: 0.0059 memory: 676 2022/08/07 23:59:21 - mmengine - INFO - Epoch(val) [18][2400/6282] eta: 0:03:12 time: 0.0495 data_time: 0.0060 memory: 676 2022/08/07 23:59:22 - mmengine - INFO - Epoch(val) [18][2420/6282] eta: 0:03:14 time: 0.0503 data_time: 0.0049 memory: 676 2022/08/07 23:59:23 - mmengine - INFO - Epoch(val) [18][2440/6282] eta: 0:03:25 time: 0.0536 data_time: 0.0066 memory: 676 2022/08/07 23:59:25 - mmengine - INFO - Epoch(val) [18][2460/6282] eta: 0:04:23 time: 0.0689 data_time: 0.0176 memory: 726 2022/08/07 23:59:26 - mmengine - INFO - Epoch(val) [18][2480/6282] eta: 0:05:24 time: 0.0853 data_time: 0.0327 memory: 726 2022/08/07 23:59:28 - mmengine - INFO - Epoch(val) [18][2500/6282] eta: 0:05:41 time: 0.0904 data_time: 0.0389 memory: 726 2022/08/07 23:59:30 - mmengine - INFO - Epoch(val) [18][2520/6282] eta: 0:04:24 time: 0.0704 data_time: 0.0199 memory: 726 2022/08/07 23:59:32 - mmengine - INFO - Epoch(val) [18][2540/6282] eta: 0:06:57 time: 0.1115 data_time: 0.0609 memory: 726 2022/08/07 23:59:35 - mmengine - INFO - Epoch(val) [18][2560/6282] eta: 0:10:34 time: 0.1704 data_time: 0.0881 memory: 726 2022/08/07 23:59:38 - mmengine - INFO - Epoch(val) [18][2580/6282] eta: 0:09:25 time: 0.1527 data_time: 0.1040 memory: 726 2022/08/07 23:59:41 - mmengine - INFO - Epoch(val) [18][2600/6282] eta: 0:08:16 time: 0.1350 data_time: 0.0874 memory: 726 2022/08/07 23:59:45 - mmengine - INFO - Epoch(val) [18][2620/6282] eta: 0:10:59 time: 0.1802 data_time: 0.1246 memory: 726 2022/08/07 23:59:47 - mmengine - INFO - Epoch(val) [18][2640/6282] eta: 0:08:30 time: 0.1400 data_time: 0.0827 memory: 726 2022/08/07 23:59:49 - mmengine - INFO - Epoch(val) [18][2660/6282] eta: 0:04:19 time: 0.0716 data_time: 0.0079 memory: 791 2022/08/07 23:59:50 - mmengine - INFO - Epoch(val) [18][2680/6282] eta: 0:04:38 time: 0.0773 data_time: 0.0075 memory: 791 2022/08/07 23:59:52 - mmengine - INFO - Epoch(val) [18][2700/6282] eta: 0:04:29 time: 0.0752 data_time: 0.0098 memory: 791 2022/08/07 23:59:54 - mmengine - INFO - Epoch(val) [18][2720/6282] eta: 0:04:30 time: 0.0759 data_time: 0.0113 memory: 791 2022/08/07 23:59:56 - mmengine - INFO - Epoch(val) [18][2740/6282] eta: 0:05:57 time: 0.1010 data_time: 0.0076 memory: 791 2022/08/07 23:59:57 - mmengine - INFO - Epoch(val) [18][2760/6282] eta: 0:03:22 time: 0.0575 data_time: 0.0057 memory: 677 2022/08/07 23:59:58 - mmengine - INFO - Epoch(val) [18][2780/6282] eta: 0:02:53 time: 0.0497 data_time: 0.0059 memory: 677 2022/08/07 23:59:59 - mmengine - INFO - Epoch(val) [18][2800/6282] eta: 0:03:08 time: 0.0542 data_time: 0.0078 memory: 677 2022/08/08 00:00:00 - mmengine - INFO - Epoch(val) [18][2820/6282] eta: 0:02:56 time: 0.0509 data_time: 0.0051 memory: 677 2022/08/08 00:00:01 - mmengine - INFO - Epoch(val) [18][2840/6282] eta: 0:02:58 time: 0.0520 data_time: 0.0067 memory: 677 2022/08/08 00:00:05 - mmengine - INFO - Epoch(val) [18][2860/6282] eta: 0:12:32 time: 0.2198 data_time: 0.0992 memory: 726 2022/08/08 00:00:07 - mmengine - INFO - Epoch(val) [18][2880/6282] eta: 0:03:14 time: 0.0573 data_time: 0.0057 memory: 726 2022/08/08 00:00:08 - mmengine - INFO - Epoch(val) [18][2900/6282] eta: 0:03:45 time: 0.0667 data_time: 0.0156 memory: 726 2022/08/08 00:00:09 - mmengine - INFO - Epoch(val) [18][2920/6282] eta: 0:02:51 time: 0.0510 data_time: 0.0063 memory: 726 2022/08/08 00:00:10 - mmengine - INFO - Epoch(val) [18][2940/6282] eta: 0:02:48 time: 0.0504 data_time: 0.0050 memory: 698 2022/08/08 00:00:11 - mmengine - INFO - Epoch(val) [18][2960/6282] eta: 0:02:43 time: 0.0491 data_time: 0.0054 memory: 698 2022/08/08 00:00:12 - mmengine - INFO - Epoch(val) [18][2980/6282] eta: 0:02:44 time: 0.0499 data_time: 0.0046 memory: 698 2022/08/08 00:00:13 - mmengine - INFO - Epoch(val) [18][3000/6282] eta: 0:02:45 time: 0.0504 data_time: 0.0063 memory: 698 2022/08/08 00:00:14 - mmengine - INFO - Epoch(val) [18][3020/6282] eta: 0:03:03 time: 0.0564 data_time: 0.0050 memory: 726 2022/08/08 00:00:15 - mmengine - INFO - Epoch(val) [18][3040/6282] eta: 0:03:29 time: 0.0646 data_time: 0.0075 memory: 726 2022/08/08 00:00:17 - mmengine - INFO - Epoch(val) [18][3060/6282] eta: 0:03:11 time: 0.0594 data_time: 0.0071 memory: 726 2022/08/08 00:00:18 - mmengine - INFO - Epoch(val) [18][3080/6282] eta: 0:03:22 time: 0.0633 data_time: 0.0080 memory: 726 2022/08/08 00:00:19 - mmengine - INFO - Epoch(val) [18][3100/6282] eta: 0:03:18 time: 0.0623 data_time: 0.0085 memory: 726 2022/08/08 00:00:20 - mmengine - INFO - Epoch(val) [18][3120/6282] eta: 0:03:06 time: 0.0590 data_time: 0.0080 memory: 677 2022/08/08 00:00:21 - mmengine - INFO - Epoch(val) [18][3140/6282] eta: 0:02:51 time: 0.0545 data_time: 0.0066 memory: 677 2022/08/08 00:00:23 - mmengine - INFO - Epoch(val) [18][3160/6282] eta: 0:02:46 time: 0.0534 data_time: 0.0073 memory: 677 2022/08/08 00:00:24 - mmengine - INFO - Epoch(val) [18][3180/6282] eta: 0:02:45 time: 0.0533 data_time: 0.0062 memory: 677 2022/08/08 00:00:25 - mmengine - INFO - Epoch(val) [18][3200/6282] eta: 0:04:40 time: 0.0910 data_time: 0.0105 memory: 726 2022/08/08 00:00:27 - mmengine - INFO - Epoch(val) [18][3220/6282] eta: 0:03:18 time: 0.0649 data_time: 0.0081 memory: 726 2022/08/08 00:00:28 - mmengine - INFO - Epoch(val) [18][3240/6282] eta: 0:03:29 time: 0.0689 data_time: 0.0158 memory: 726 2022/08/08 00:00:30 - mmengine - INFO - Epoch(val) [18][3260/6282] eta: 0:03:38 time: 0.0722 data_time: 0.0157 memory: 726 2022/08/08 00:00:31 - mmengine - INFO - Epoch(val) [18][3280/6282] eta: 0:03:39 time: 0.0732 data_time: 0.0205 memory: 726 2022/08/08 00:00:32 - mmengine - INFO - Epoch(val) [18][3300/6282] eta: 0:02:58 time: 0.0597 data_time: 0.0062 memory: 726 2022/08/08 00:00:34 - mmengine - INFO - Epoch(val) [18][3320/6282] eta: 0:02:59 time: 0.0606 data_time: 0.0062 memory: 726 2022/08/08 00:00:35 - mmengine - INFO - Epoch(val) [18][3340/6282] eta: 0:03:05 time: 0.0630 data_time: 0.0096 memory: 726 2022/08/08 00:00:36 - mmengine - INFO - Epoch(val) [18][3360/6282] eta: 0:03:00 time: 0.0618 data_time: 0.0075 memory: 726 2022/08/08 00:00:37 - mmengine - INFO - Epoch(val) [18][3380/6282] eta: 0:02:56 time: 0.0608 data_time: 0.0064 memory: 726 2022/08/08 00:00:38 - mmengine - INFO - Epoch(val) [18][3400/6282] eta: 0:02:25 time: 0.0505 data_time: 0.0054 memory: 676 2022/08/08 00:00:39 - mmengine - INFO - Epoch(val) [18][3420/6282] eta: 0:02:20 time: 0.0490 data_time: 0.0053 memory: 676 2022/08/08 00:00:40 - mmengine - INFO - Epoch(val) [18][3440/6282] eta: 0:02:19 time: 0.0490 data_time: 0.0063 memory: 676 2022/08/08 00:00:41 - mmengine - INFO - Epoch(val) [18][3460/6282] eta: 0:02:20 time: 0.0498 data_time: 0.0047 memory: 676 2022/08/08 00:00:42 - mmengine - INFO - Epoch(val) [18][3480/6282] eta: 0:02:19 time: 0.0498 data_time: 0.0055 memory: 676 2022/08/08 00:00:44 - mmengine - INFO - Epoch(val) [18][3500/6282] eta: 0:03:25 time: 0.0737 data_time: 0.0054 memory: 676 2022/08/08 00:00:45 - mmengine - INFO - Epoch(val) [18][3520/6282] eta: 0:02:22 time: 0.0516 data_time: 0.0049 memory: 676 2022/08/08 00:00:46 - mmengine - INFO - Epoch(val) [18][3540/6282] eta: 0:02:12 time: 0.0482 data_time: 0.0048 memory: 676 2022/08/08 00:00:47 - mmengine - INFO - Epoch(val) [18][3560/6282] eta: 0:02:10 time: 0.0479 data_time: 0.0054 memory: 676 2022/08/08 00:00:48 - mmengine - INFO - Epoch(val) [18][3580/6282] eta: 0:02:23 time: 0.0533 data_time: 0.0073 memory: 712 2022/08/08 00:00:49 - mmengine - INFO - Epoch(val) [18][3600/6282] eta: 0:02:37 time: 0.0587 data_time: 0.0076 memory: 712 2022/08/08 00:00:50 - mmengine - INFO - Epoch(val) [18][3620/6282] eta: 0:02:27 time: 0.0553 data_time: 0.0071 memory: 712 2022/08/08 00:00:51 - mmengine - INFO - Epoch(val) [18][3640/6282] eta: 0:02:19 time: 0.0529 data_time: 0.0062 memory: 712 2022/08/08 00:00:52 - mmengine - INFO - Epoch(val) [18][3660/6282] eta: 0:02:22 time: 0.0544 data_time: 0.0058 memory: 712 2022/08/08 00:00:54 - mmengine - INFO - Epoch(val) [18][3680/6282] eta: 0:02:47 time: 0.0642 data_time: 0.0138 memory: 726 2022/08/08 00:00:56 - mmengine - INFO - Epoch(val) [18][3700/6282] eta: 0:03:59 time: 0.0928 data_time: 0.0151 memory: 726 2022/08/08 00:00:57 - mmengine - INFO - Epoch(val) [18][3720/6282] eta: 0:03:10 time: 0.0742 data_time: 0.0189 memory: 726 2022/08/08 00:00:59 - mmengine - INFO - Epoch(val) [18][3740/6282] eta: 0:03:43 time: 0.0877 data_time: 0.0356 memory: 726 2022/08/08 00:01:01 - mmengine - INFO - Epoch(val) [18][3760/6282] eta: 0:03:31 time: 0.0839 data_time: 0.0316 memory: 726 2022/08/08 00:01:02 - mmengine - INFO - Epoch(val) [18][3780/6282] eta: 0:03:41 time: 0.0886 data_time: 0.0383 memory: 726 2022/08/08 00:01:04 - mmengine - INFO - Epoch(val) [18][3800/6282] eta: 0:03:23 time: 0.0818 data_time: 0.0294 memory: 726 2022/08/08 00:01:06 - mmengine - INFO - Epoch(val) [18][3820/6282] eta: 0:03:59 time: 0.0973 data_time: 0.0366 memory: 726 2022/08/08 00:01:08 - mmengine - INFO - Epoch(val) [18][3840/6282] eta: 0:03:13 time: 0.0792 data_time: 0.0269 memory: 726 2022/08/08 00:01:09 - mmengine - INFO - Epoch(val) [18][3860/6282] eta: 0:03:27 time: 0.0855 data_time: 0.0291 memory: 726 2022/08/08 00:01:11 - mmengine - INFO - Epoch(val) [18][3880/6282] eta: 0:03:26 time: 0.0861 data_time: 0.0316 memory: 726 2022/08/08 00:01:13 - mmengine - INFO - Epoch(val) [18][3900/6282] eta: 0:03:13 time: 0.0814 data_time: 0.0293 memory: 726 2022/08/08 00:01:14 - mmengine - INFO - Epoch(val) [18][3920/6282] eta: 0:03:17 time: 0.0836 data_time: 0.0302 memory: 726 2022/08/08 00:01:16 - mmengine - INFO - Epoch(val) [18][3940/6282] eta: 0:03:23 time: 0.0869 data_time: 0.0340 memory: 726 2022/08/08 00:01:17 - mmengine - INFO - Epoch(val) [18][3960/6282] eta: 0:02:13 time: 0.0575 data_time: 0.0089 memory: 726 2022/08/08 00:01:18 - mmengine - INFO - Epoch(val) [18][3980/6282] eta: 0:01:58 time: 0.0515 data_time: 0.0045 memory: 726 2022/08/08 00:01:20 - mmengine - INFO - Epoch(val) [18][4000/6282] eta: 0:02:02 time: 0.0539 data_time: 0.0049 memory: 726 2022/08/08 00:01:21 - mmengine - INFO - Epoch(val) [18][4020/6282] eta: 0:02:20 time: 0.0622 data_time: 0.0042 memory: 726 2022/08/08 00:01:22 - mmengine - INFO - Epoch(val) [18][4040/6282] eta: 0:01:51 time: 0.0498 data_time: 0.0041 memory: 791 2022/08/08 00:01:23 - mmengine - INFO - Epoch(val) [18][4060/6282] eta: 0:02:12 time: 0.0595 data_time: 0.0057 memory: 791 2022/08/08 00:01:24 - mmengine - INFO - Epoch(val) [18][4080/6282] eta: 0:02:18 time: 0.0628 data_time: 0.0058 memory: 791 2022/08/08 00:01:26 - mmengine - INFO - Epoch(val) [18][4100/6282] eta: 0:03:03 time: 0.0840 data_time: 0.0085 memory: 791 2022/08/08 00:01:27 - mmengine - INFO - Epoch(val) [18][4120/6282] eta: 0:02:35 time: 0.0719 data_time: 0.0082 memory: 791 2022/08/08 00:01:29 - mmengine - INFO - Epoch(val) [18][4140/6282] eta: 0:02:20 time: 0.0656 data_time: 0.0067 memory: 791 2022/08/08 00:01:30 - mmengine - INFO - Epoch(val) [18][4160/6282] eta: 0:01:54 time: 0.0539 data_time: 0.0072 memory: 676 2022/08/08 00:01:31 - mmengine - INFO - Epoch(val) [18][4180/6282] eta: 0:01:57 time: 0.0559 data_time: 0.0090 memory: 676 2022/08/08 00:01:32 - mmengine - INFO - Epoch(val) [18][4200/6282] eta: 0:01:54 time: 0.0548 data_time: 0.0047 memory: 676 2022/08/08 00:01:33 - mmengine - INFO - Epoch(val) [18][4220/6282] eta: 0:01:53 time: 0.0552 data_time: 0.0068 memory: 676 2022/08/08 00:01:34 - mmengine - INFO - Epoch(val) [18][4240/6282] eta: 0:01:57 time: 0.0575 data_time: 0.0061 memory: 677 2022/08/08 00:01:36 - mmengine - INFO - Epoch(val) [18][4260/6282] eta: 0:02:36 time: 0.0774 data_time: 0.0049 memory: 677 2022/08/08 00:01:37 - mmengine - INFO - Epoch(val) [18][4280/6282] eta: 0:01:36 time: 0.0480 data_time: 0.0051 memory: 677 2022/08/08 00:01:38 - mmengine - INFO - Epoch(val) [18][4300/6282] eta: 0:01:35 time: 0.0481 data_time: 0.0055 memory: 677 2022/08/08 00:01:39 - mmengine - INFO - Epoch(val) [18][4320/6282] eta: 0:01:34 time: 0.0481 data_time: 0.0054 memory: 677 2022/08/08 00:01:40 - mmengine - INFO - Epoch(val) [18][4340/6282] eta: 0:01:33 time: 0.0480 data_time: 0.0048 memory: 677 2022/08/08 00:01:41 - mmengine - INFO - Epoch(val) [18][4360/6282] eta: 0:01:50 time: 0.0576 data_time: 0.0061 memory: 726 2022/08/08 00:01:42 - mmengine - INFO - Epoch(val) [18][4380/6282] eta: 0:01:50 time: 0.0580 data_time: 0.0077 memory: 726 2022/08/08 00:01:43 - mmengine - INFO - Epoch(val) [18][4400/6282] eta: 0:01:44 time: 0.0553 data_time: 0.0061 memory: 726 2022/08/08 00:01:44 - mmengine - INFO - Epoch(val) [18][4420/6282] eta: 0:01:48 time: 0.0582 data_time: 0.0069 memory: 726 2022/08/08 00:01:46 - mmengine - INFO - Epoch(val) [18][4440/6282] eta: 0:01:57 time: 0.0636 data_time: 0.0087 memory: 733 2022/08/08 00:01:47 - mmengine - INFO - Epoch(val) [18][4460/6282] eta: 0:01:56 time: 0.0640 data_time: 0.0070 memory: 733 2022/08/08 00:01:48 - mmengine - INFO - Epoch(val) [18][4480/6282] eta: 0:02:00 time: 0.0671 data_time: 0.0067 memory: 733 2022/08/08 00:01:50 - mmengine - INFO - Epoch(val) [18][4500/6282] eta: 0:01:56 time: 0.0655 data_time: 0.0084 memory: 733 2022/08/08 00:01:51 - mmengine - INFO - Epoch(val) [18][4520/6282] eta: 0:01:47 time: 0.0608 data_time: 0.0063 memory: 733 2022/08/08 00:01:52 - mmengine - INFO - Epoch(val) [18][4540/6282] eta: 0:01:35 time: 0.0551 data_time: 0.0078 memory: 677 2022/08/08 00:01:53 - mmengine - INFO - Epoch(val) [18][4560/6282] eta: 0:01:33 time: 0.0542 data_time: 0.0063 memory: 677 2022/08/08 00:01:54 - mmengine - INFO - Epoch(val) [18][4580/6282] eta: 0:01:34 time: 0.0553 data_time: 0.0066 memory: 677 2022/08/08 00:01:56 - mmengine - INFO - Epoch(val) [18][4600/6282] eta: 0:02:11 time: 0.0784 data_time: 0.0077 memory: 677 2022/08/08 00:01:57 - mmengine - INFO - Epoch(val) [18][4620/6282] eta: 0:01:22 time: 0.0494 data_time: 0.0056 memory: 677 2022/08/08 00:01:58 - mmengine - INFO - Epoch(val) [18][4640/6282] eta: 0:01:33 time: 0.0569 data_time: 0.0057 memory: 733 2022/08/08 00:01:59 - mmengine - INFO - Epoch(val) [18][4660/6282] eta: 0:01:28 time: 0.0548 data_time: 0.0052 memory: 733 2022/08/08 00:02:00 - mmengine - INFO - Epoch(val) [18][4680/6282] eta: 0:01:33 time: 0.0584 data_time: 0.0062 memory: 733 2022/08/08 00:02:02 - mmengine - INFO - Epoch(val) [18][4700/6282] eta: 0:01:36 time: 0.0610 data_time: 0.0064 memory: 733 2022/08/08 00:02:03 - mmengine - INFO - Epoch(val) [18][4720/6282] eta: 0:01:32 time: 0.0592 data_time: 0.0065 memory: 733 2022/08/08 00:02:04 - mmengine - INFO - Epoch(val) [18][4740/6282] eta: 0:01:25 time: 0.0555 data_time: 0.0057 memory: 698 2022/08/08 00:02:05 - mmengine - INFO - Epoch(val) [18][4760/6282] eta: 0:01:39 time: 0.0657 data_time: 0.0067 memory: 698 2022/08/08 00:02:06 - mmengine - INFO - Epoch(val) [18][4780/6282] eta: 0:01:26 time: 0.0573 data_time: 0.0058 memory: 698 2022/08/08 00:02:08 - mmengine - INFO - Epoch(val) [18][4800/6282] eta: 0:01:21 time: 0.0548 data_time: 0.0069 memory: 698 2022/08/08 00:02:09 - mmengine - INFO - Epoch(val) [18][4820/6282] eta: 0:01:22 time: 0.0566 data_time: 0.0064 memory: 726 2022/08/08 00:02:10 - mmengine - INFO - Epoch(val) [18][4840/6282] eta: 0:01:27 time: 0.0604 data_time: 0.0077 memory: 726 2022/08/08 00:02:11 - mmengine - INFO - Epoch(val) [18][4860/6282] eta: 0:01:23 time: 0.0586 data_time: 0.0061 memory: 726 2022/08/08 00:02:12 - mmengine - INFO - Epoch(val) [18][4880/6282] eta: 0:01:28 time: 0.0633 data_time: 0.0064 memory: 726 2022/08/08 00:02:14 - mmengine - INFO - Epoch(val) [18][4900/6282] eta: 0:01:20 time: 0.0583 data_time: 0.0058 memory: 726 2022/08/08 00:02:15 - mmengine - INFO - Epoch(val) [18][4920/6282] eta: 0:01:22 time: 0.0607 data_time: 0.0066 memory: 726 2022/08/08 00:02:16 - mmengine - INFO - Epoch(val) [18][4940/6282] eta: 0:01:53 time: 0.0849 data_time: 0.0082 memory: 726 2022/08/08 00:02:18 - mmengine - INFO - Epoch(val) [18][4960/6282] eta: 0:01:22 time: 0.0622 data_time: 0.0055 memory: 726 2022/08/08 00:02:19 - mmengine - INFO - Epoch(val) [18][4980/6282] eta: 0:01:20 time: 0.0618 data_time: 0.0077 memory: 726 2022/08/08 00:02:20 - mmengine - INFO - Epoch(val) [18][5000/6282] eta: 0:01:17 time: 0.0608 data_time: 0.0074 memory: 726 2022/08/08 00:02:21 - mmengine - INFO - Epoch(val) [18][5020/6282] eta: 0:01:15 time: 0.0597 data_time: 0.0085 memory: 726 2022/08/08 00:02:23 - mmengine - INFO - Epoch(val) [18][5040/6282] eta: 0:01:08 time: 0.0555 data_time: 0.0062 memory: 677 2022/08/08 00:02:24 - mmengine - INFO - Epoch(val) [18][5060/6282] eta: 0:01:07 time: 0.0550 data_time: 0.0061 memory: 677 2022/08/08 00:02:25 - mmengine - INFO - Epoch(val) [18][5080/6282] eta: 0:01:07 time: 0.0558 data_time: 0.0073 memory: 677 2022/08/08 00:02:26 - mmengine - INFO - Epoch(val) [18][5100/6282] eta: 0:01:12 time: 0.0615 data_time: 0.0053 memory: 677 2022/08/08 00:02:27 - mmengine - INFO - Epoch(val) [18][5120/6282] eta: 0:01:01 time: 0.0525 data_time: 0.0066 memory: 677 2022/08/08 00:02:28 - mmengine - INFO - Epoch(val) [18][5140/6282] eta: 0:01:02 time: 0.0546 data_time: 0.0058 memory: 676 2022/08/08 00:02:29 - mmengine - INFO - Epoch(val) [18][5160/6282] eta: 0:01:01 time: 0.0549 data_time: 0.0068 memory: 676 2022/08/08 00:02:30 - mmengine - INFO - Epoch(val) [18][5180/6282] eta: 0:00:59 time: 0.0542 data_time: 0.0052 memory: 676 2022/08/08 00:02:32 - mmengine - INFO - Epoch(val) [18][5200/6282] eta: 0:01:01 time: 0.0567 data_time: 0.0071 memory: 676 2022/08/08 00:02:33 - mmengine - INFO - Epoch(val) [18][5220/6282] eta: 0:01:05 time: 0.0617 data_time: 0.0066 memory: 676 2022/08/08 00:02:34 - mmengine - INFO - Epoch(val) [18][5240/6282] eta: 0:00:53 time: 0.0516 data_time: 0.0056 memory: 676 2022/08/08 00:02:36 - mmengine - INFO - Epoch(val) [18][5260/6282] eta: 0:01:26 time: 0.0849 data_time: 0.0079 memory: 676 2022/08/08 00:02:37 - mmengine - INFO - Epoch(val) [18][5280/6282] eta: 0:00:51 time: 0.0510 data_time: 0.0045 memory: 676 2022/08/08 00:02:38 - mmengine - INFO - Epoch(val) [18][5300/6282] eta: 0:00:54 time: 0.0551 data_time: 0.0072 memory: 676 2022/08/08 00:02:39 - mmengine - INFO - Epoch(val) [18][5320/6282] eta: 0:00:53 time: 0.0554 data_time: 0.0063 memory: 676 2022/08/08 00:02:40 - mmengine - INFO - Epoch(val) [18][5340/6282] eta: 0:00:52 time: 0.0562 data_time: 0.0068 memory: 676 2022/08/08 00:02:41 - mmengine - INFO - Epoch(val) [18][5360/6282] eta: 0:00:51 time: 0.0564 data_time: 0.0062 memory: 676 2022/08/08 00:02:42 - mmengine - INFO - Epoch(val) [18][5380/6282] eta: 0:00:48 time: 0.0537 data_time: 0.0069 memory: 676 2022/08/08 00:02:43 - mmengine - INFO - Epoch(val) [18][5400/6282] eta: 0:00:51 time: 0.0581 data_time: 0.0068 memory: 676 2022/08/08 00:02:45 - mmengine - INFO - Epoch(val) [18][5420/6282] eta: 0:00:46 time: 0.0540 data_time: 0.0066 memory: 676 2022/08/08 00:02:46 - mmengine - INFO - Epoch(val) [18][5440/6282] eta: 0:00:48 time: 0.0579 data_time: 0.0073 memory: 676 2022/08/08 00:02:47 - mmengine - INFO - Epoch(val) [18][5460/6282] eta: 0:00:43 time: 0.0523 data_time: 0.0061 memory: 676 2022/08/08 00:02:48 - mmengine - INFO - Epoch(val) [18][5480/6282] eta: 0:00:44 time: 0.0560 data_time: 0.0061 memory: 676 2022/08/08 00:02:49 - mmengine - INFO - Epoch(val) [18][5500/6282] eta: 0:00:44 time: 0.0564 data_time: 0.0072 memory: 676 2022/08/08 00:02:50 - mmengine - INFO - Epoch(val) [18][5520/6282] eta: 0:00:41 time: 0.0544 data_time: 0.0063 memory: 691 2022/08/08 00:02:51 - mmengine - INFO - Epoch(val) [18][5540/6282] eta: 0:00:43 time: 0.0584 data_time: 0.0073 memory: 691 2022/08/08 00:02:53 - mmengine - INFO - Epoch(val) [18][5560/6282] eta: 0:00:41 time: 0.0569 data_time: 0.0067 memory: 691 2022/08/08 00:02:54 - mmengine - INFO - Epoch(val) [18][5580/6282] eta: 0:00:38 time: 0.0549 data_time: 0.0076 memory: 691 2022/08/08 00:02:55 - mmengine - INFO - Epoch(val) [18][5600/6282] eta: 0:00:38 time: 0.0560 data_time: 0.0059 memory: 691 2022/08/08 00:02:56 - mmengine - INFO - Epoch(val) [18][5620/6282] eta: 0:00:51 time: 0.0776 data_time: 0.0050 memory: 691 2022/08/08 00:02:57 - mmengine - INFO - Epoch(val) [18][5640/6282] eta: 0:00:30 time: 0.0481 data_time: 0.0056 memory: 676 2022/08/08 00:02:58 - mmengine - INFO - Epoch(val) [18][5660/6282] eta: 0:00:30 time: 0.0494 data_time: 0.0045 memory: 676 2022/08/08 00:02:59 - mmengine - INFO - Epoch(val) [18][5680/6282] eta: 0:00:29 time: 0.0495 data_time: 0.0053 memory: 676 2022/08/08 00:03:00 - mmengine - INFO - Epoch(val) [18][5700/6282] eta: 0:00:30 time: 0.0527 data_time: 0.0060 memory: 676 2022/08/08 00:03:02 - mmengine - INFO - Epoch(val) [18][5720/6282] eta: 0:00:29 time: 0.0529 data_time: 0.0052 memory: 705 2022/08/08 00:03:03 - mmengine - INFO - Epoch(val) [18][5740/6282] eta: 0:00:32 time: 0.0608 data_time: 0.0065 memory: 705 2022/08/08 00:03:04 - mmengine - INFO - Epoch(val) [18][5760/6282] eta: 0:00:30 time: 0.0585 data_time: 0.0077 memory: 705 2022/08/08 00:03:05 - mmengine - INFO - Epoch(val) [18][5780/6282] eta: 0:00:30 time: 0.0604 data_time: 0.0063 memory: 705 2022/08/08 00:03:06 - mmengine - INFO - Epoch(val) [18][5800/6282] eta: 0:00:27 time: 0.0579 data_time: 0.0071 memory: 705 2022/08/08 00:03:07 - mmengine - INFO - Epoch(val) [18][5820/6282] eta: 0:00:26 time: 0.0565 data_time: 0.0059 memory: 705 2022/08/08 00:03:09 - mmengine - INFO - Epoch(val) [18][5840/6282] eta: 0:00:23 time: 0.0542 data_time: 0.0062 memory: 691 2022/08/08 00:03:10 - mmengine - INFO - Epoch(val) [18][5860/6282] eta: 0:00:24 time: 0.0572 data_time: 0.0067 memory: 691 2022/08/08 00:03:11 - mmengine - INFO - Epoch(val) [18][5880/6282] eta: 0:00:23 time: 0.0585 data_time: 0.0065 memory: 691 2022/08/08 00:03:12 - mmengine - INFO - Epoch(val) [18][5900/6282] eta: 0:00:22 time: 0.0579 data_time: 0.0079 memory: 691 2022/08/08 00:03:13 - mmengine - INFO - Epoch(val) [18][5920/6282] eta: 0:00:19 time: 0.0548 data_time: 0.0063 memory: 691 2022/08/08 00:03:14 - mmengine - INFO - Epoch(val) [18][5940/6282] eta: 0:00:18 time: 0.0546 data_time: 0.0073 memory: 676 2022/08/08 00:03:16 - mmengine - INFO - Epoch(val) [18][5960/6282] eta: 0:00:26 time: 0.0831 data_time: 0.0053 memory: 676 2022/08/08 00:03:17 - mmengine - INFO - Epoch(val) [18][5980/6282] eta: 0:00:16 time: 0.0556 data_time: 0.0073 memory: 676 2022/08/08 00:03:18 - mmengine - INFO - Epoch(val) [18][6000/6282] eta: 0:00:16 time: 0.0588 data_time: 0.0069 memory: 726 2022/08/08 00:03:20 - mmengine - INFO - Epoch(val) [18][6020/6282] eta: 0:00:15 time: 0.0603 data_time: 0.0080 memory: 726 2022/08/08 00:03:21 - mmengine - INFO - Epoch(val) [18][6040/6282] eta: 0:00:14 time: 0.0595 data_time: 0.0067 memory: 726 2022/08/08 00:03:22 - mmengine - INFO - Epoch(val) [18][6060/6282] eta: 0:00:14 time: 0.0631 data_time: 0.0073 memory: 726 2022/08/08 00:03:23 - mmengine - INFO - Epoch(val) [18][6080/6282] eta: 0:00:12 time: 0.0637 data_time: 0.0065 memory: 726 2022/08/08 00:03:25 - mmengine - INFO - Epoch(val) [18][6100/6282] eta: 0:00:12 time: 0.0675 data_time: 0.0162 memory: 726 2022/08/08 00:03:26 - mmengine - INFO - Epoch(val) [18][6120/6282] eta: 0:00:13 time: 0.0833 data_time: 0.0314 memory: 726 2022/08/08 00:03:28 - mmengine - INFO - Epoch(val) [18][6140/6282] eta: 0:00:11 time: 0.0781 data_time: 0.0297 memory: 726 2022/08/08 00:03:29 - mmengine - INFO - Epoch(val) [18][6160/6282] eta: 0:00:06 time: 0.0572 data_time: 0.0096 memory: 726 2022/08/08 00:03:30 - mmengine - INFO - Epoch(val) [18][6180/6282] eta: 0:00:04 time: 0.0475 data_time: 0.0057 memory: 726 2022/08/08 00:03:31 - mmengine - INFO - Epoch(val) [18][6200/6282] eta: 0:00:03 time: 0.0422 data_time: 0.0029 memory: 726 2022/08/08 00:03:32 - mmengine - INFO - Epoch(val) [18][6220/6282] eta: 0:00:02 time: 0.0414 data_time: 0.0031 memory: 726 2022/08/08 00:03:33 - mmengine - INFO - Epoch(val) [18][6240/6282] eta: 0:00:01 time: 0.0407 data_time: 0.0029 memory: 726 2022/08/08 00:03:33 - mmengine - INFO - Epoch(val) [18][6260/6282] eta: 0:00:00 time: 0.0406 data_time: 0.0027 memory: 726 2022/08/08 00:03:34 - mmengine - INFO - Epoch(val) [18][6280/6282] eta: 0:00:00 time: 0.0403 data_time: 0.0026 memory: 726 2022/08/08 00:06:38 - mmengine - INFO - Epoch(val) [18][6282/6282] mAP/mAP@0.5IOU: 0.2439 2022/08/08 00:07:03 - mmengine - INFO - Epoch(train) [19][20/1441] lr: 2.0000e-03 eta: 0:43:41 time: 1.2131 data_time: 0.3601 memory: 18616 grad_norm: 0.1368 recall@thr=0.5: 0.8403 prec@thr=0.5: 0.8278 recall@top3: 0.8722 prec@top3: 0.7111 recall@top5: 0.9403 prec@top5: 0.4567 loss_action_cls: 0.0307 loss: 0.0307 2022/08/08 00:07:20 - mmengine - INFO - Epoch(train) [19][40/1441] lr: 2.0000e-03 eta: 0:43:23 time: 0.8801 data_time: 0.0398 memory: 18616 grad_norm: 0.1392 recall@thr=0.5: 0.7240 prec@thr=0.5: 0.8021 recall@top3: 0.8194 prec@top3: 0.6319 recall@top5: 0.9375 prec@top5: 0.4458 loss_action_cls: 0.0321 loss: 0.0321 2022/08/08 00:07:38 - mmengine - INFO - Epoch(train) [19][60/1441] lr: 2.0000e-03 eta: 0:43:04 time: 0.8728 data_time: 0.0421 memory: 18616 grad_norm: 0.1355 recall@thr=0.5: 0.8778 prec@thr=0.5: 0.9111 recall@top3: 0.9389 prec@top3: 0.7556 recall@top5: 0.9750 prec@top5: 0.4800 loss_action_cls: 0.0305 loss: 0.0305 2022/08/08 00:07:39 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/08 00:07:55 - mmengine - INFO - Epoch(train) [19][80/1441] lr: 2.0000e-03 eta: 0:42:46 time: 0.8606 data_time: 0.0452 memory: 18616 grad_norm: 0.1377 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8750 recall@top3: 0.9149 prec@top3: 0.7391 recall@top5: 0.9692 prec@top5: 0.4783 loss_action_cls: 0.0271 loss: 0.0271 2022/08/08 00:08:12 - mmengine - INFO - Epoch(train) [19][100/1441] lr: 2.0000e-03 eta: 0:42:27 time: 0.8674 data_time: 0.0423 memory: 18616 grad_norm: 0.1336 recall@thr=0.5: 0.8322 prec@thr=0.5: 0.8481 recall@top3: 0.8415 prec@top3: 0.7556 recall@top5: 0.9481 prec@top5: 0.5289 loss_action_cls: 0.0300 loss: 0.0300 2022/08/08 00:08:30 - mmengine - INFO - Epoch(train) [19][120/1441] lr: 2.0000e-03 eta: 0:42:09 time: 0.8760 data_time: 0.0543 memory: 18616 grad_norm: 0.1406 recall@thr=0.5: 0.8679 prec@thr=0.5: 0.8821 recall@top3: 0.8882 prec@top3: 0.7398 recall@top5: 0.9492 prec@top5: 0.4829 loss_action_cls: 0.0299 loss: 0.0299 2022/08/08 00:08:47 - mmengine - INFO - Epoch(train) [19][140/1441] lr: 2.0000e-03 eta: 0:41:50 time: 0.8623 data_time: 0.0474 memory: 18616 grad_norm: 0.1392 recall@thr=0.5: 0.7672 prec@thr=0.5: 0.8873 recall@top3: 0.8775 prec@top3: 0.7451 recall@top5: 0.9632 prec@top5: 0.5000 loss_action_cls: 0.0294 loss: 0.0294 2022/08/08 00:09:05 - mmengine - INFO - Epoch(train) [19][160/1441] lr: 2.0000e-03 eta: 0:41:32 time: 0.8784 data_time: 0.0577 memory: 18616 grad_norm: 0.1364 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.9457 recall@top3: 0.8857 prec@top3: 0.7597 recall@top5: 0.9484 prec@top5: 0.5023 loss_action_cls: 0.0287 loss: 0.0287 2022/08/08 00:09:22 - mmengine - INFO - Epoch(train) [19][180/1441] lr: 2.0000e-03 eta: 0:41:14 time: 0.8803 data_time: 0.0404 memory: 18616 grad_norm: 0.1401 recall@thr=0.5: 0.7886 prec@thr=0.5: 0.7641 recall@top3: 0.8346 prec@top3: 0.5817 recall@top5: 0.9536 prec@top5: 0.4078 loss_action_cls: 0.0291 loss: 0.0291 2022/08/08 00:09:40 - mmengine - INFO - Epoch(train) [19][200/1441] lr: 2.0000e-03 eta: 0:40:55 time: 0.8727 data_time: 0.0342 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.8618 prec@thr=0.5: 0.9146 recall@top3: 0.8984 prec@top3: 0.6585 recall@top5: 0.9837 prec@top5: 0.4439 loss_action_cls: 0.0288 loss: 0.0288 2022/08/08 00:09:57 - mmengine - INFO - Epoch(train) [19][220/1441] lr: 2.0000e-03 eta: 0:40:37 time: 0.8598 data_time: 0.0352 memory: 18616 grad_norm: 0.1358 recall@thr=0.5: 0.7659 prec@thr=0.5: 0.8521 recall@top3: 0.8611 prec@top3: 0.7831 recall@top5: 0.9669 prec@top5: 0.5460 loss_action_cls: 0.0297 loss: 0.0297 2022/08/08 00:10:14 - mmengine - INFO - Epoch(train) [19][240/1441] lr: 2.0000e-03 eta: 0:40:18 time: 0.8464 data_time: 0.0342 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.7905 prec@thr=0.5: 0.8527 recall@top3: 0.8955 prec@top3: 0.6905 recall@top5: 0.9860 prec@top5: 0.4750 loss_action_cls: 0.0300 loss: 0.0300 2022/08/08 00:10:31 - mmengine - INFO - Epoch(train) [19][260/1441] lr: 2.0000e-03 eta: 0:40:00 time: 0.8573 data_time: 0.0412 memory: 18616 grad_norm: 0.1336 recall@thr=0.5: 0.8480 prec@thr=0.5: 0.8676 recall@top3: 0.8775 prec@top3: 0.6471 recall@top5: 0.9779 prec@top5: 0.4412 loss_action_cls: 0.0318 loss: 0.0318 2022/08/08 00:10:48 - mmengine - INFO - Epoch(train) [19][280/1441] lr: 2.0000e-03 eta: 0:39:42 time: 0.8666 data_time: 0.0318 memory: 18616 grad_norm: 0.1353 recall@thr=0.5: 0.7961 prec@thr=0.5: 0.8810 recall@top3: 0.9211 prec@top3: 0.7738 recall@top5: 0.9494 prec@top5: 0.4857 loss_action_cls: 0.0319 loss: 0.0319 2022/08/08 00:11:05 - mmengine - INFO - Epoch(train) [19][300/1441] lr: 2.0000e-03 eta: 0:39:23 time: 0.8301 data_time: 0.0344 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.9000 prec@thr=0.5: 0.9252 recall@top3: 0.9662 prec@top3: 0.7350 recall@top5: 0.9897 prec@top5: 0.4564 loss_action_cls: 0.0309 loss: 0.0309 2022/08/08 00:11:22 - mmengine - INFO - Epoch(train) [19][320/1441] lr: 2.0000e-03 eta: 0:39:05 time: 0.8481 data_time: 0.0351 memory: 18616 grad_norm: 0.1348 recall@thr=0.5: 0.7973 prec@thr=0.5: 0.8239 recall@top3: 0.9140 prec@top3: 0.6212 recall@top5: 0.9758 prec@top5: 0.4136 loss_action_cls: 0.0287 loss: 0.0287 2022/08/08 00:11:39 - mmengine - INFO - Epoch(train) [19][340/1441] lr: 2.0000e-03 eta: 0:38:46 time: 0.8554 data_time: 0.0425 memory: 18616 grad_norm: 0.1382 recall@thr=0.5: 0.6897 prec@thr=0.5: 0.8590 recall@top3: 0.8051 prec@top3: 0.6581 recall@top5: 0.9043 prec@top5: 0.4564 loss_action_cls: 0.0306 loss: 0.0306 2022/08/08 00:11:56 - mmengine - INFO - Epoch(train) [19][360/1441] lr: 2.0000e-03 eta: 0:38:28 time: 0.8655 data_time: 0.0351 memory: 18616 grad_norm: 0.1329 recall@thr=0.5: 0.7572 prec@thr=0.5: 0.8351 recall@top3: 0.8659 prec@top3: 0.7609 recall@top5: 0.9728 prec@top5: 0.5261 loss_action_cls: 0.0321 loss: 0.0321 2022/08/08 00:12:13 - mmengine - INFO - Epoch(train) [19][380/1441] lr: 2.0000e-03 eta: 0:38:09 time: 0.8331 data_time: 0.0351 memory: 18616 grad_norm: 0.1395 recall@thr=0.5: 0.8505 prec@thr=0.5: 0.8219 recall@top3: 0.8605 prec@top3: 0.7048 recall@top5: 0.9524 prec@top5: 0.4914 loss_action_cls: 0.0309 loss: 0.0309 2022/08/08 00:12:30 - mmengine - INFO - Epoch(train) [19][400/1441] lr: 2.0000e-03 eta: 0:37:51 time: 0.8701 data_time: 0.0340 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.7964 prec@thr=0.5: 0.7544 recall@top3: 0.7628 prec@top3: 0.6667 recall@top5: 0.9317 prec@top5: 0.5049 loss_action_cls: 0.0301 loss: 0.0301 2022/08/08 00:12:47 - mmengine - INFO - Epoch(train) [19][420/1441] lr: 2.0000e-03 eta: 0:37:33 time: 0.8408 data_time: 0.0480 memory: 18616 grad_norm: 0.1376 recall@thr=0.5: 0.7944 prec@thr=0.5: 0.8407 recall@top3: 0.8500 prec@top3: 0.6593 recall@top5: 0.9556 prec@top5: 0.4622 loss_action_cls: 0.0297 loss: 0.0297 2022/08/08 00:13:04 - mmengine - INFO - Epoch(train) [19][440/1441] lr: 2.0000e-03 eta: 0:37:14 time: 0.8417 data_time: 0.0352 memory: 18616 grad_norm: 0.1352 recall@thr=0.5: 0.8048 prec@thr=0.5: 0.7667 recall@top3: 0.8643 prec@top3: 0.7048 recall@top5: 0.9381 prec@top5: 0.4686 loss_action_cls: 0.0282 loss: 0.0282 2022/08/08 00:13:21 - mmengine - INFO - Epoch(train) [19][460/1441] lr: 2.0000e-03 eta: 0:36:56 time: 0.8729 data_time: 0.0381 memory: 18616 grad_norm: 0.1363 recall@thr=0.5: 0.7538 prec@thr=0.5: 0.8144 recall@top3: 0.8788 prec@top3: 0.7045 recall@top5: 1.0000 prec@top5: 0.4955 loss_action_cls: 0.0297 loss: 0.0297 2022/08/08 00:13:39 - mmengine - INFO - Epoch(train) [19][480/1441] lr: 2.0000e-03 eta: 0:36:37 time: 0.8768 data_time: 0.0448 memory: 18616 grad_norm: 0.1372 recall@thr=0.5: 0.7402 prec@thr=0.5: 0.7525 recall@top3: 0.7696 prec@top3: 0.6471 recall@top5: 0.8971 prec@top5: 0.4706 loss_action_cls: 0.0312 loss: 0.0312 2022/08/08 00:13:56 - mmengine - INFO - Epoch(train) [19][500/1441] lr: 2.0000e-03 eta: 0:36:19 time: 0.8405 data_time: 0.0362 memory: 18616 grad_norm: 0.1356 recall@thr=0.5: 0.8296 prec@thr=0.5: 0.9292 recall@top3: 0.9004 prec@top3: 0.7750 recall@top5: 0.9917 prec@top5: 0.5250 loss_action_cls: 0.0301 loss: 0.0301 2022/08/08 00:14:12 - mmengine - INFO - Epoch(train) [19][520/1441] lr: 2.0000e-03 eta: 0:36:00 time: 0.8182 data_time: 0.0336 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.7770 prec@thr=0.5: 0.8260 recall@top3: 0.9142 prec@top3: 0.6961 recall@top5: 0.9510 prec@top5: 0.4471 loss_action_cls: 0.0285 loss: 0.0285 2022/08/08 00:14:29 - mmengine - INFO - Epoch(train) [19][540/1441] lr: 2.0000e-03 eta: 0:35:42 time: 0.8582 data_time: 0.0341 memory: 18616 grad_norm: 0.1344 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.8938 recall@top3: 0.9085 prec@top3: 0.6928 recall@top5: 0.9732 prec@top5: 0.4706 loss_action_cls: 0.0276 loss: 0.0276 2022/08/08 00:14:47 - mmengine - INFO - Epoch(train) [19][560/1441] lr: 2.0000e-03 eta: 0:35:24 time: 0.8697 data_time: 0.0400 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.7027 prec@thr=0.5: 0.7838 recall@top3: 0.8919 prec@top3: 0.6757 recall@top5: 0.9369 prec@top5: 0.4324 loss_action_cls: 0.0328 loss: 0.0328 2022/08/08 00:15:04 - mmengine - INFO - Epoch(train) [19][580/1441] lr: 2.0000e-03 eta: 0:35:05 time: 0.8503 data_time: 0.0362 memory: 18616 grad_norm: 0.1391 recall@thr=0.5: 0.8372 prec@thr=0.5: 0.8391 recall@top3: 0.8450 prec@top3: 0.6589 recall@top5: 0.9322 prec@top5: 0.4465 loss_action_cls: 0.0304 loss: 0.0304 2022/08/08 00:15:21 - mmengine - INFO - Epoch(train) [19][600/1441] lr: 2.0000e-03 eta: 0:34:47 time: 0.8585 data_time: 0.0453 memory: 18616 grad_norm: 0.1343 recall@thr=0.5: 0.8090 prec@thr=0.5: 0.8700 recall@top3: 0.8273 prec@top3: 0.7600 recall@top5: 0.9627 prec@top5: 0.5480 loss_action_cls: 0.0301 loss: 0.0301 2022/08/08 00:15:38 - mmengine - INFO - Epoch(train) [19][620/1441] lr: 2.0000e-03 eta: 0:34:28 time: 0.8588 data_time: 0.0338 memory: 18616 grad_norm: 0.1352 recall@thr=0.5: 0.7910 prec@thr=0.5: 0.8654 recall@top3: 0.8128 prec@top3: 0.7436 recall@top5: 0.9865 prec@top5: 0.5577 loss_action_cls: 0.0287 loss: 0.0287 2022/08/08 00:15:55 - mmengine - INFO - Epoch(train) [19][640/1441] lr: 2.0000e-03 eta: 0:34:10 time: 0.8370 data_time: 0.0371 memory: 18616 grad_norm: 0.1418 recall@thr=0.5: 0.6951 prec@thr=0.5: 0.8293 recall@top3: 0.8496 prec@top3: 0.7398 recall@top5: 0.9268 prec@top5: 0.4927 loss_action_cls: 0.0312 loss: 0.0312 2022/08/08 00:16:12 - mmengine - INFO - Epoch(train) [19][660/1441] lr: 2.0000e-03 eta: 0:33:52 time: 0.8545 data_time: 0.0367 memory: 18616 grad_norm: 0.1339 recall@thr=0.5: 0.7255 prec@thr=0.5: 0.7818 recall@top3: 0.7906 prec@top3: 0.6730 recall@top5: 0.9491 prec@top5: 0.5019 loss_action_cls: 0.0323 loss: 0.0323 2022/08/08 00:16:29 - mmengine - INFO - Epoch(train) [19][680/1441] lr: 2.0000e-03 eta: 0:33:33 time: 0.8637 data_time: 0.0384 memory: 18616 grad_norm: 0.1380 recall@thr=0.5: 0.8140 prec@thr=0.5: 0.8348 recall@top3: 0.8557 prec@top3: 0.6429 recall@top5: 0.9494 prec@top5: 0.4429 loss_action_cls: 0.0311 loss: 0.0311 2022/08/08 00:16:46 - mmengine - INFO - Epoch(train) [19][700/1441] lr: 2.0000e-03 eta: 0:33:15 time: 0.8468 data_time: 0.0414 memory: 18616 grad_norm: 0.1377 recall@thr=0.5: 0.7189 prec@thr=0.5: 0.8851 recall@top3: 0.7982 prec@top3: 0.6937 recall@top5: 0.8991 prec@top5: 0.4865 loss_action_cls: 0.0291 loss: 0.0291 2022/08/08 00:17:04 - mmengine - INFO - Epoch(train) [19][720/1441] lr: 2.0000e-03 eta: 0:32:57 time: 0.8729 data_time: 0.0358 memory: 18616 grad_norm: 0.1406 recall@thr=0.5: 0.7925 prec@thr=0.5: 0.8562 recall@top3: 0.8592 prec@top3: 0.6732 recall@top5: 0.9281 prec@top5: 0.4510 loss_action_cls: 0.0320 loss: 0.0320 2022/08/08 00:17:20 - mmengine - INFO - Epoch(train) [19][740/1441] lr: 2.0000e-03 eta: 0:32:38 time: 0.8422 data_time: 0.0504 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.8030 recall@top3: 0.9167 prec@top3: 0.7652 recall@top5: 0.9697 prec@top5: 0.4909 loss_action_cls: 0.0304 loss: 0.0304 2022/08/08 00:17:38 - mmengine - INFO - Epoch(train) [19][760/1441] lr: 2.0000e-03 eta: 0:32:20 time: 0.8615 data_time: 0.0343 memory: 18616 grad_norm: 0.1397 recall@thr=0.5: 0.7923 prec@thr=0.5: 0.9071 recall@top3: 0.8250 prec@top3: 0.7372 recall@top5: 0.9647 prec@top5: 0.5346 loss_action_cls: 0.0298 loss: 0.0298 2022/08/08 00:17:55 - mmengine - INFO - Epoch(train) [19][780/1441] lr: 2.0000e-03 eta: 0:32:01 time: 0.8467 data_time: 0.0377 memory: 18616 grad_norm: 0.1396 recall@thr=0.5: 0.8246 prec@thr=0.5: 0.8289 recall@top3: 0.8860 prec@top3: 0.6930 recall@top5: 1.0000 prec@top5: 0.4842 loss_action_cls: 0.0296 loss: 0.0296 2022/08/08 00:18:12 - mmengine - INFO - Epoch(train) [19][800/1441] lr: 2.0000e-03 eta: 0:31:43 time: 0.8774 data_time: 0.0331 memory: 18616 grad_norm: 0.1374 recall@thr=0.5: 0.8605 prec@thr=0.5: 0.9384 recall@top3: 0.9293 prec@top3: 0.6449 recall@top5: 0.9620 prec@top5: 0.4087 loss_action_cls: 0.0299 loss: 0.0299 2022/08/08 00:18:30 - mmengine - INFO - Epoch(train) [19][820/1441] lr: 2.0000e-03 eta: 0:31:25 time: 0.8717 data_time: 0.0441 memory: 18616 grad_norm: 0.1395 recall@thr=0.5: 0.8198 prec@thr=0.5: 0.8860 recall@top3: 0.8527 prec@top3: 0.6899 recall@top5: 0.9729 prec@top5: 0.4930 loss_action_cls: 0.0274 loss: 0.0274 2022/08/08 00:18:46 - mmengine - INFO - Epoch(train) [19][840/1441] lr: 2.0000e-03 eta: 0:31:06 time: 0.8441 data_time: 0.0337 memory: 18616 grad_norm: 0.1346 recall@thr=0.5: 0.7712 prec@thr=0.5: 0.8533 recall@top3: 0.8758 prec@top3: 0.7516 recall@top5: 0.9526 prec@top5: 0.4941 loss_action_cls: 0.0298 loss: 0.0298 2022/08/08 00:19:04 - mmengine - INFO - Epoch(train) [19][860/1441] lr: 2.0000e-03 eta: 0:30:48 time: 0.8801 data_time: 0.0400 memory: 18616 grad_norm: 0.1401 recall@thr=0.5: 0.7752 prec@thr=0.5: 0.8827 recall@top3: 0.8867 prec@top3: 0.7333 recall@top5: 0.9545 prec@top5: 0.4836 loss_action_cls: 0.0326 loss: 0.0326 2022/08/08 00:19:21 - mmengine - INFO - Epoch(train) [19][880/1441] lr: 2.0000e-03 eta: 0:30:30 time: 0.8613 data_time: 0.0338 memory: 18616 grad_norm: 0.1374 recall@thr=0.5: 0.7645 prec@thr=0.5: 0.8877 recall@top3: 0.8170 prec@top3: 0.7681 recall@top5: 0.9221 prec@top5: 0.5391 loss_action_cls: 0.0331 loss: 0.0331 2022/08/08 00:19:39 - mmengine - INFO - Epoch(train) [19][900/1441] lr: 2.0000e-03 eta: 0:30:11 time: 0.8866 data_time: 0.0419 memory: 18616 grad_norm: 0.1349 recall@thr=0.5: 0.7987 prec@thr=0.5: 0.8522 recall@top3: 0.8428 prec@top3: 0.7547 recall@top5: 0.9434 prec@top5: 0.5132 loss_action_cls: 0.0333 loss: 0.0333 2022/08/08 00:19:56 - mmengine - INFO - Epoch(train) [19][920/1441] lr: 2.0000e-03 eta: 0:29:53 time: 0.8586 data_time: 0.0365 memory: 18616 grad_norm: 0.1401 recall@thr=0.5: 0.7839 prec@thr=0.5: 0.8698 recall@top3: 0.9635 prec@top3: 0.7812 recall@top5: 1.0000 prec@top5: 0.4937 loss_action_cls: 0.0295 loss: 0.0295 2022/08/08 00:20:14 - mmengine - INFO - Epoch(train) [19][940/1441] lr: 2.0000e-03 eta: 0:29:35 time: 0.8740 data_time: 0.0388 memory: 18616 grad_norm: 0.1368 recall@thr=0.5: 0.8157 prec@thr=0.5: 0.8434 recall@top3: 0.8712 prec@top3: 0.6566 recall@top5: 0.9268 prec@top5: 0.4303 loss_action_cls: 0.0298 loss: 0.0298 2022/08/08 00:20:31 - mmengine - INFO - Epoch(train) [19][960/1441] lr: 2.0000e-03 eta: 0:29:16 time: 0.8604 data_time: 0.0585 memory: 18616 grad_norm: 0.1396 recall@thr=0.5: 0.6420 prec@thr=0.5: 0.7159 recall@top3: 0.7822 prec@top3: 0.5833 recall@top5: 0.9280 prec@top5: 0.4136 loss_action_cls: 0.0315 loss: 0.0315 2022/08/08 00:20:49 - mmengine - INFO - Epoch(train) [19][980/1441] lr: 2.0000e-03 eta: 0:28:58 time: 0.8828 data_time: 0.0432 memory: 18616 grad_norm: 0.1414 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.8967 recall@top3: 0.9119 prec@top3: 0.6762 recall@top5: 0.9810 prec@top5: 0.4514 loss_action_cls: 0.0293 loss: 0.0293 2022/08/08 00:21:06 - mmengine - INFO - Epoch(train) [19][1000/1441] lr: 2.0000e-03 eta: 0:28:40 time: 0.8553 data_time: 0.0441 memory: 18616 grad_norm: 0.1400 recall@thr=0.5: 0.7074 prec@thr=0.5: 0.8000 recall@top3: 0.8296 prec@top3: 0.6741 recall@top5: 0.9370 prec@top5: 0.4667 loss_action_cls: 0.0315 loss: 0.0315 2022/08/08 00:21:22 - mmengine - INFO - Epoch(train) [19][1020/1441] lr: 2.0000e-03 eta: 0:28:21 time: 0.8357 data_time: 0.0420 memory: 18616 grad_norm: 0.1382 recall@thr=0.5: 0.6130 prec@thr=0.5: 0.6852 recall@top3: 0.7926 prec@top3: 0.6519 recall@top5: 0.9148 prec@top5: 0.4622 loss_action_cls: 0.0308 loss: 0.0308 2022/08/08 00:21:39 - mmengine - INFO - Epoch(train) [19][1040/1441] lr: 2.0000e-03 eta: 0:28:03 time: 0.8486 data_time: 0.0352 memory: 18616 grad_norm: 0.1357 recall@thr=0.5: 0.8069 prec@thr=0.5: 0.8250 recall@top3: 0.8583 prec@top3: 0.6833 recall@top5: 0.9708 prec@top5: 0.4533 loss_action_cls: 0.0280 loss: 0.0280 2022/08/08 00:21:57 - mmengine - INFO - Epoch(train) [19][1060/1441] lr: 2.0000e-03 eta: 0:27:44 time: 0.8732 data_time: 0.0428 memory: 18616 grad_norm: 0.1391 recall@thr=0.5: 0.8367 prec@thr=0.5: 0.8741 recall@top3: 0.9558 prec@top3: 0.7483 recall@top5: 0.9864 prec@top5: 0.4653 loss_action_cls: 0.0301 loss: 0.0301 2022/08/08 00:21:58 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/08 00:22:14 - mmengine - INFO - Epoch(train) [19][1080/1441] lr: 2.0000e-03 eta: 0:27:26 time: 0.8741 data_time: 0.0347 memory: 18616 grad_norm: 0.1416 recall@thr=0.5: 0.7823 prec@thr=0.5: 0.8369 recall@top3: 0.8695 prec@top3: 0.7092 recall@top5: 0.9716 prec@top5: 0.5064 loss_action_cls: 0.0316 loss: 0.0316 2022/08/08 00:22:31 - mmengine - INFO - Epoch(train) [19][1100/1441] lr: 2.0000e-03 eta: 0:27:08 time: 0.8492 data_time: 0.0359 memory: 18616 grad_norm: 0.1382 recall@thr=0.5: 0.7427 prec@thr=0.5: 0.8000 recall@top3: 0.8253 prec@top3: 0.6733 recall@top5: 0.9133 prec@top5: 0.4560 loss_action_cls: 0.0290 loss: 0.0290 2022/08/08 00:22:49 - mmengine - INFO - Epoch(train) [19][1120/1441] lr: 2.0000e-03 eta: 0:26:49 time: 0.8784 data_time: 0.0456 memory: 18616 grad_norm: 0.1364 recall@thr=0.5: 0.7341 prec@thr=0.5: 0.8452 recall@top3: 0.8770 prec@top3: 0.5714 recall@top5: 0.9405 prec@top5: 0.3762 loss_action_cls: 0.0304 loss: 0.0304 2022/08/08 00:23:05 - mmengine - INFO - Epoch(train) [19][1140/1441] lr: 2.0000e-03 eta: 0:26:31 time: 0.8328 data_time: 0.0358 memory: 18616 grad_norm: 0.1385 recall@thr=0.5: 0.8188 prec@thr=0.5: 0.8391 recall@top3: 0.8605 prec@top3: 0.6159 recall@top5: 0.9457 prec@top5: 0.4217 loss_action_cls: 0.0272 loss: 0.0272 2022/08/08 00:23:22 - mmengine - INFO - Epoch(train) [19][1160/1441] lr: 2.0000e-03 eta: 0:26:13 time: 0.8474 data_time: 0.0405 memory: 18616 grad_norm: 0.1409 recall@thr=0.5: 0.8423 prec@thr=0.5: 0.9144 recall@top3: 0.9167 prec@top3: 0.7568 recall@top5: 0.9932 prec@top5: 0.5081 loss_action_cls: 0.0307 loss: 0.0307 2022/08/08 00:23:40 - mmengine - INFO - Epoch(train) [19][1180/1441] lr: 2.0000e-03 eta: 0:25:54 time: 0.8805 data_time: 0.0359 memory: 18616 grad_norm: 0.1375 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.9363 recall@top3: 0.9363 prec@top3: 0.7255 recall@top5: 1.0000 prec@top5: 0.4706 loss_action_cls: 0.0286 loss: 0.0286 2022/08/08 00:23:57 - mmengine - INFO - Epoch(train) [19][1200/1441] lr: 2.0000e-03 eta: 0:25:36 time: 0.8697 data_time: 0.0347 memory: 18616 grad_norm: 0.1360 recall@thr=0.5: 0.7978 prec@thr=0.5: 0.8025 recall@top3: 0.8873 prec@top3: 0.6111 recall@top5: 0.9583 prec@top5: 0.4111 loss_action_cls: 0.0334 loss: 0.0334 2022/08/08 00:24:15 - mmengine - INFO - Epoch(train) [19][1220/1441] lr: 2.0000e-03 eta: 0:25:18 time: 0.8563 data_time: 0.0356 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.8409 prec@thr=0.5: 0.8568 recall@top3: 0.9148 prec@top3: 0.7424 recall@top5: 0.9716 prec@top5: 0.4864 loss_action_cls: 0.0313 loss: 0.0313 2022/08/08 00:24:32 - mmengine - INFO - Epoch(train) [19][1240/1441] lr: 2.0000e-03 eta: 0:24:59 time: 0.8523 data_time: 0.0344 memory: 18616 grad_norm: 0.1401 recall@thr=0.5: 0.7149 prec@thr=0.5: 0.7719 recall@top3: 0.8421 prec@top3: 0.6140 recall@top5: 0.9298 prec@top5: 0.4158 loss_action_cls: 0.0304 loss: 0.0304 2022/08/08 00:24:49 - mmengine - INFO - Epoch(train) [19][1260/1441] lr: 2.0000e-03 eta: 0:24:41 time: 0.8540 data_time: 0.0343 memory: 18616 grad_norm: 0.1407 recall@thr=0.5: 0.6809 prec@thr=0.5: 0.7787 recall@top3: 0.8475 prec@top3: 0.7163 recall@top5: 0.9894 prec@top5: 0.5191 loss_action_cls: 0.0307 loss: 0.0307 2022/08/08 00:25:06 - mmengine - INFO - Epoch(train) [19][1280/1441] lr: 2.0000e-03 eta: 0:24:23 time: 0.8564 data_time: 0.0391 memory: 18616 grad_norm: 0.1383 recall@thr=0.5: 0.8456 prec@thr=0.5: 0.8491 recall@top3: 0.8541 prec@top3: 0.7799 recall@top5: 0.9686 prec@top5: 0.5434 loss_action_cls: 0.0280 loss: 0.0280 2022/08/08 00:25:23 - mmengine - INFO - Epoch(train) [19][1300/1441] lr: 2.0000e-03 eta: 0:24:04 time: 0.8480 data_time: 0.0345 memory: 18616 grad_norm: 0.1392 recall@thr=0.5: 0.9147 prec@thr=0.5: 0.8391 recall@top3: 0.9264 prec@top3: 0.6202 recall@top5: 0.9767 prec@top5: 0.4047 loss_action_cls: 0.0323 loss: 0.0323 2022/08/08 00:25:40 - mmengine - INFO - Epoch(train) [19][1320/1441] lr: 2.0000e-03 eta: 0:23:46 time: 0.8722 data_time: 0.0381 memory: 18616 grad_norm: 0.1421 recall@thr=0.5: 0.8775 prec@thr=0.5: 0.9292 recall@top3: 0.9046 prec@top3: 0.8000 recall@top5: 0.9750 prec@top5: 0.5350 loss_action_cls: 0.0321 loss: 0.0321 2022/08/08 00:25:57 - mmengine - INFO - Epoch(train) [19][1340/1441] lr: 2.0000e-03 eta: 0:23:28 time: 0.8466 data_time: 0.0537 memory: 18616 grad_norm: 0.1395 recall@thr=0.5: 0.8224 prec@thr=0.5: 0.9167 recall@top3: 0.9342 prec@top3: 0.7632 recall@top5: 0.9846 prec@top5: 0.4947 loss_action_cls: 0.0320 loss: 0.0320 2022/08/08 00:26:14 - mmengine - INFO - Epoch(train) [19][1360/1441] lr: 2.0000e-03 eta: 0:23:09 time: 0.8494 data_time: 0.0441 memory: 18616 grad_norm: 0.1383 recall@thr=0.5: 0.7480 prec@thr=0.5: 0.8699 recall@top3: 0.8740 prec@top3: 0.7317 recall@top5: 0.9593 prec@top5: 0.4927 loss_action_cls: 0.0321 loss: 0.0321 2022/08/08 00:26:31 - mmengine - INFO - Epoch(train) [19][1380/1441] lr: 2.0000e-03 eta: 0:22:51 time: 0.8542 data_time: 0.0350 memory: 18616 grad_norm: 0.1355 recall@thr=0.5: 0.8093 prec@thr=0.5: 0.9111 recall@top3: 0.8452 prec@top3: 0.7630 recall@top5: 0.9463 prec@top5: 0.5289 loss_action_cls: 0.0318 loss: 0.0318 2022/08/08 00:26:48 - mmengine - INFO - Epoch(train) [19][1400/1441] lr: 2.0000e-03 eta: 0:22:33 time: 0.8512 data_time: 0.0327 memory: 18616 grad_norm: 0.1384 recall@thr=0.5: 0.7698 prec@thr=0.5: 0.8060 recall@top3: 0.8849 prec@top3: 0.6508 recall@top5: 0.9286 prec@top5: 0.4238 loss_action_cls: 0.0319 loss: 0.0319 2022/08/08 00:27:05 - mmengine - INFO - Epoch(train) [19][1420/1441] lr: 2.0000e-03 eta: 0:22:14 time: 0.8475 data_time: 0.0340 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.8374 prec@thr=0.5: 0.8049 recall@top3: 0.9268 prec@top3: 0.6911 recall@top5: 1.0000 prec@top5: 0.4585 loss_action_cls: 0.0326 loss: 0.0326 2022/08/08 00:27:22 - mmengine - INFO - Epoch(train) [19][1440/1441] lr: 2.0000e-03 eta: 0:21:56 time: 0.8609 data_time: 0.0407 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.7463 prec@thr=0.5: 0.8701 recall@top3: 0.8422 prec@top3: 0.7415 recall@top5: 0.9687 prec@top5: 0.5102 loss_action_cls: 0.0318 loss: 0.0318 2022/08/08 00:27:23 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/08 00:27:23 - mmengine - INFO - Epoch(train) [19][1441/1441] lr: 2.0000e-03 eta: 0:21:56 time: 0.8445 data_time: 0.0395 memory: 9568 grad_norm: 0.1420 recall@thr=0.5: 0.8393 prec@thr=0.5: 0.8393 recall@top3: 0.8304 prec@top3: 0.7262 recall@top5: 0.9107 prec@top5: 0.4929 loss_action_cls: 0.0321 loss: 0.0321 2022/08/08 00:27:23 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/08/08 00:27:29 - mmengine - INFO - Epoch(val) [19][20/6282] eta: 0:07:35 time: 0.0728 data_time: 0.0240 memory: 663 2022/08/08 00:27:30 - mmengine - INFO - Epoch(val) [19][40/6282] eta: 0:05:13 time: 0.0502 data_time: 0.0058 memory: 663 2022/08/08 00:27:31 - mmengine - INFO - Epoch(val) [19][60/6282] eta: 0:05:16 time: 0.0508 data_time: 0.0055 memory: 663 2022/08/08 00:27:32 - mmengine - INFO - Epoch(val) [19][80/6282] eta: 0:05:24 time: 0.0524 data_time: 0.0064 memory: 663 2022/08/08 00:27:33 - mmengine - INFO - Epoch(val) [19][100/6282] eta: 0:05:20 time: 0.0518 data_time: 0.0077 memory: 663 2022/08/08 00:27:34 - mmengine - INFO - Epoch(val) [19][120/6282] eta: 0:05:38 time: 0.0550 data_time: 0.0069 memory: 726 2022/08/08 00:27:35 - mmengine - INFO - Epoch(val) [19][140/6282] eta: 0:06:27 time: 0.0632 data_time: 0.0069 memory: 726 2022/08/08 00:27:37 - mmengine - INFO - Epoch(val) [19][160/6282] eta: 0:06:33 time: 0.0643 data_time: 0.0074 memory: 726 2022/08/08 00:27:38 - mmengine - INFO - Epoch(val) [19][180/6282] eta: 0:08:52 time: 0.0873 data_time: 0.0054 memory: 726 2022/08/08 00:27:40 - mmengine - INFO - Epoch(val) [19][200/6282] eta: 0:06:47 time: 0.0669 data_time: 0.0081 memory: 726 2022/08/08 00:27:41 - mmengine - INFO - Epoch(val) [19][220/6282] eta: 0:05:42 time: 0.0565 data_time: 0.0082 memory: 676 2022/08/08 00:27:42 - mmengine - INFO - Epoch(val) [19][240/6282] eta: 0:05:11 time: 0.0515 data_time: 0.0060 memory: 676 2022/08/08 00:27:43 - mmengine - INFO - Epoch(val) [19][260/6282] eta: 0:04:57 time: 0.0494 data_time: 0.0040 memory: 676 2022/08/08 00:27:44 - mmengine - INFO - Epoch(val) [19][280/6282] eta: 0:05:22 time: 0.0538 data_time: 0.0059 memory: 676 2022/08/08 00:27:45 - mmengine - INFO - Epoch(val) [19][300/6282] eta: 0:05:35 time: 0.0560 data_time: 0.0077 memory: 726 2022/08/08 00:27:47 - mmengine - INFO - Epoch(val) [19][320/6282] eta: 0:08:31 time: 0.0858 data_time: 0.0324 memory: 726 2022/08/08 00:27:49 - mmengine - INFO - Epoch(val) [19][340/6282] eta: 0:08:27 time: 0.0855 data_time: 0.0226 memory: 726 2022/08/08 00:27:51 - mmengine - INFO - Epoch(val) [19][360/6282] eta: 0:09:20 time: 0.0947 data_time: 0.0367 memory: 726 2022/08/08 00:27:52 - mmengine - INFO - Epoch(val) [19][380/6282] eta: 0:08:09 time: 0.0829 data_time: 0.0261 memory: 726 2022/08/08 00:27:54 - mmengine - INFO - Epoch(val) [19][400/6282] eta: 0:06:59 time: 0.0713 data_time: 0.0169 memory: 726 2022/08/08 00:27:55 - mmengine - INFO - Epoch(val) [19][420/6282] eta: 0:05:23 time: 0.0553 data_time: 0.0071 memory: 677 2022/08/08 00:27:56 - mmengine - INFO - Epoch(val) [19][440/6282] eta: 0:05:27 time: 0.0561 data_time: 0.0048 memory: 677 2022/08/08 00:27:57 - mmengine - INFO - Epoch(val) [19][460/6282] eta: 0:05:34 time: 0.0574 data_time: 0.0069 memory: 677 2022/08/08 00:27:59 - mmengine - INFO - Epoch(val) [19][480/6282] eta: 0:07:47 time: 0.0805 data_time: 0.0132 memory: 677 2022/08/08 00:28:00 - mmengine - INFO - Epoch(val) [19][500/6282] eta: 0:05:05 time: 0.0528 data_time: 0.0061 memory: 677 2022/08/08 00:28:01 - mmengine - INFO - Epoch(val) [19][520/6282] eta: 0:05:08 time: 0.0535 data_time: 0.0060 memory: 676 2022/08/08 00:28:02 - mmengine - INFO - Epoch(val) [19][540/6282] eta: 0:04:39 time: 0.0487 data_time: 0.0053 memory: 676 2022/08/08 00:28:03 - mmengine - INFO - Epoch(val) [19][560/6282] eta: 0:04:33 time: 0.0478 data_time: 0.0060 memory: 676 2022/08/08 00:28:04 - mmengine - INFO - Epoch(val) [19][580/6282] eta: 0:04:50 time: 0.0509 data_time: 0.0063 memory: 676 2022/08/08 00:28:05 - mmengine - INFO - Epoch(val) [19][600/6282] eta: 0:04:46 time: 0.0504 data_time: 0.0047 memory: 676 2022/08/08 00:28:06 - mmengine - INFO - Epoch(val) [19][620/6282] eta: 0:04:59 time: 0.0529 data_time: 0.0059 memory: 676 2022/08/08 00:28:07 - mmengine - INFO - Epoch(val) [19][640/6282] eta: 0:04:32 time: 0.0483 data_time: 0.0053 memory: 670 2022/08/08 00:28:08 - mmengine - INFO - Epoch(val) [19][660/6282] eta: 0:04:02 time: 0.0431 data_time: 0.0059 memory: 670 2022/08/08 00:28:09 - mmengine - INFO - Epoch(val) [19][680/6282] eta: 0:04:09 time: 0.0445 data_time: 0.0038 memory: 670 2022/08/08 00:28:10 - mmengine - INFO - Epoch(val) [19][700/6282] eta: 0:04:14 time: 0.0456 data_time: 0.0055 memory: 670 2022/08/08 00:28:12 - mmengine - INFO - Epoch(val) [19][720/6282] eta: 0:11:52 time: 0.1281 data_time: 0.0807 memory: 726 2022/08/08 00:28:16 - mmengine - INFO - Epoch(val) [19][740/6282] eta: 0:16:53 time: 0.1829 data_time: 0.1315 memory: 726 2022/08/08 00:28:19 - mmengine - INFO - Epoch(val) [19][760/6282] eta: 0:13:01 time: 0.1415 data_time: 0.0681 memory: 726 2022/08/08 00:28:22 - mmengine - INFO - Epoch(val) [19][780/6282] eta: 0:15:18 time: 0.1670 data_time: 0.1217 memory: 726 2022/08/08 00:28:25 - mmengine - INFO - Epoch(val) [19][800/6282] eta: 0:13:00 time: 0.1423 data_time: 0.0872 memory: 726 2022/08/08 00:28:27 - mmengine - INFO - Epoch(val) [19][820/6282] eta: 0:08:43 time: 0.0958 data_time: 0.0474 memory: 726 2022/08/08 00:28:28 - mmengine - INFO - Epoch(val) [19][840/6282] eta: 0:05:00 time: 0.0553 data_time: 0.0052 memory: 676 2022/08/08 00:28:29 - mmengine - INFO - Epoch(val) [19][860/6282] eta: 0:04:43 time: 0.0523 data_time: 0.0059 memory: 676 2022/08/08 00:28:30 - mmengine - INFO - Epoch(val) [19][880/6282] eta: 0:04:53 time: 0.0544 data_time: 0.0069 memory: 676 2022/08/08 00:28:31 - mmengine - INFO - Epoch(val) [19][900/6282] eta: 0:04:59 time: 0.0556 data_time: 0.0062 memory: 676 2022/08/08 00:28:33 - mmengine - INFO - Epoch(val) [19][920/6282] eta: 0:04:33 time: 0.0510 data_time: 0.0059 memory: 676 2022/08/08 00:28:34 - mmengine - INFO - Epoch(val) [19][940/6282] eta: 0:04:55 time: 0.0554 data_time: 0.0066 memory: 663 2022/08/08 00:28:35 - mmengine - INFO - Epoch(val) [19][960/6282] eta: 0:04:53 time: 0.0551 data_time: 0.0059 memory: 663 2022/08/08 00:28:36 - mmengine - INFO - Epoch(val) [19][980/6282] eta: 0:04:50 time: 0.0547 data_time: 0.0074 memory: 663 2022/08/08 00:28:37 - mmengine - INFO - Epoch(val) [19][1000/6282] eta: 0:04:49 time: 0.0547 data_time: 0.0064 memory: 663 2022/08/08 00:28:39 - mmengine - INFO - Epoch(val) [19][1020/6282] eta: 0:07:32 time: 0.0859 data_time: 0.0086 memory: 676 2022/08/08 00:28:40 - mmengine - INFO - Epoch(val) [19][1040/6282] eta: 0:04:39 time: 0.0533 data_time: 0.0052 memory: 676 2022/08/08 00:28:41 - mmengine - INFO - Epoch(val) [19][1060/6282] eta: 0:05:10 time: 0.0594 data_time: 0.0070 memory: 676 2022/08/08 00:28:42 - mmengine - INFO - Epoch(val) [19][1080/6282] eta: 0:04:36 time: 0.0531 data_time: 0.0058 memory: 676 2022/08/08 00:28:43 - mmengine - INFO - Epoch(val) [19][1100/6282] eta: 0:04:47 time: 0.0554 data_time: 0.0080 memory: 676 2022/08/08 00:28:44 - mmengine - INFO - Epoch(val) [19][1120/6282] eta: 0:05:00 time: 0.0583 data_time: 0.0051 memory: 676 2022/08/08 00:28:45 - mmengine - INFO - Epoch(val) [19][1140/6282] eta: 0:04:31 time: 0.0528 data_time: 0.0067 memory: 676 2022/08/08 00:28:46 - mmengine - INFO - Epoch(val) [19][1160/6282] eta: 0:03:51 time: 0.0452 data_time: 0.0050 memory: 676 2022/08/08 00:28:47 - mmengine - INFO - Epoch(val) [19][1180/6282] eta: 0:03:59 time: 0.0469 data_time: 0.0054 memory: 676 2022/08/08 00:28:48 - mmengine - INFO - Epoch(val) [19][1200/6282] eta: 0:03:39 time: 0.0431 data_time: 0.0044 memory: 676 2022/08/08 00:28:49 - mmengine - INFO - Epoch(val) [19][1220/6282] eta: 0:03:55 time: 0.0466 data_time: 0.0052 memory: 676 2022/08/08 00:28:52 - mmengine - INFO - Epoch(val) [19][1240/6282] eta: 0:13:18 time: 0.1584 data_time: 0.1072 memory: 726 2022/08/08 00:28:55 - mmengine - INFO - Epoch(val) [19][1260/6282] eta: 0:11:53 time: 0.1420 data_time: 0.0909 memory: 726 2022/08/08 00:28:58 - mmengine - INFO - Epoch(val) [19][1280/6282] eta: 0:13:18 time: 0.1597 data_time: 0.0817 memory: 726 2022/08/08 00:29:01 - mmengine - INFO - Epoch(val) [19][1300/6282] eta: 0:12:19 time: 0.1483 data_time: 0.0961 memory: 726 2022/08/08 00:29:05 - mmengine - INFO - Epoch(val) [19][1320/6282] eta: 0:13:01 time: 0.1575 data_time: 0.1096 memory: 726 2022/08/08 00:29:07 - mmengine - INFO - Epoch(val) [19][1340/6282] eta: 0:11:32 time: 0.1402 data_time: 0.0932 memory: 726 2022/08/08 00:29:11 - mmengine - INFO - Epoch(val) [19][1360/6282] eta: 0:12:41 time: 0.1547 data_time: 0.1078 memory: 726 2022/08/08 00:29:14 - mmengine - INFO - Epoch(val) [19][1380/6282] eta: 0:11:59 time: 0.1468 data_time: 0.0955 memory: 726 2022/08/08 00:29:16 - mmengine - INFO - Epoch(val) [19][1400/6282] eta: 0:11:27 time: 0.1409 data_time: 0.0866 memory: 726 2022/08/08 00:29:19 - mmengine - INFO - Epoch(val) [19][1420/6282] eta: 0:11:55 time: 0.1473 data_time: 0.0741 memory: 726 2022/08/08 00:29:21 - mmengine - INFO - Epoch(val) [19][1440/6282] eta: 0:06:38 time: 0.0824 data_time: 0.0298 memory: 726 2022/08/08 00:29:22 - mmengine - INFO - Epoch(val) [19][1460/6282] eta: 0:04:56 time: 0.0616 data_time: 0.0066 memory: 726 2022/08/08 00:29:24 - mmengine - INFO - Epoch(val) [19][1480/6282] eta: 0:05:31 time: 0.0691 data_time: 0.0102 memory: 726 2022/08/08 00:29:25 - mmengine - INFO - Epoch(val) [19][1500/6282] eta: 0:04:53 time: 0.0614 data_time: 0.0060 memory: 726 2022/08/08 00:29:26 - mmengine - INFO - Epoch(val) [19][1520/6282] eta: 0:04:56 time: 0.0623 data_time: 0.0077 memory: 798 2022/08/08 00:29:28 - mmengine - INFO - Epoch(val) [19][1540/6282] eta: 0:05:48 time: 0.0735 data_time: 0.0075 memory: 798 2022/08/08 00:29:29 - mmengine - INFO - Epoch(val) [19][1560/6282] eta: 0:06:18 time: 0.0801 data_time: 0.0100 memory: 798 2022/08/08 00:29:31 - mmengine - INFO - Epoch(val) [19][1580/6282] eta: 0:05:58 time: 0.0762 data_time: 0.0129 memory: 798 2022/08/08 00:29:32 - mmengine - INFO - Epoch(val) [19][1600/6282] eta: 0:05:36 time: 0.0720 data_time: 0.0083 memory: 798 2022/08/08 00:29:34 - mmengine - INFO - Epoch(val) [19][1620/6282] eta: 0:05:44 time: 0.0740 data_time: 0.0114 memory: 798 2022/08/08 00:29:35 - mmengine - INFO - Epoch(val) [19][1640/6282] eta: 0:04:35 time: 0.0592 data_time: 0.0058 memory: 726 2022/08/08 00:29:36 - mmengine - INFO - Epoch(val) [19][1660/6282] eta: 0:04:32 time: 0.0589 data_time: 0.0070 memory: 726 2022/08/08 00:29:37 - mmengine - INFO - Epoch(val) [19][1680/6282] eta: 0:04:10 time: 0.0545 data_time: 0.0058 memory: 726 2022/08/08 00:29:39 - mmengine - INFO - Epoch(val) [19][1700/6282] eta: 0:06:16 time: 0.0822 data_time: 0.0069 memory: 726 2022/08/08 00:29:40 - mmengine - INFO - Epoch(val) [19][1720/6282] eta: 0:04:03 time: 0.0534 data_time: 0.0052 memory: 726 2022/08/08 00:29:41 - mmengine - INFO - Epoch(val) [19][1740/6282] eta: 0:04:07 time: 0.0545 data_time: 0.0055 memory: 726 2022/08/08 00:29:42 - mmengine - INFO - Epoch(val) [19][1760/6282] eta: 0:04:05 time: 0.0542 data_time: 0.0051 memory: 726 2022/08/08 00:29:43 - mmengine - INFO - Epoch(val) [19][1780/6282] eta: 0:04:25 time: 0.0590 data_time: 0.0068 memory: 726 2022/08/08 00:29:45 - mmengine - INFO - Epoch(val) [19][1800/6282] eta: 0:04:04 time: 0.0546 data_time: 0.0056 memory: 726 2022/08/08 00:29:46 - mmengine - INFO - Epoch(val) [19][1820/6282] eta: 0:04:01 time: 0.0541 data_time: 0.0052 memory: 726 2022/08/08 00:29:47 - mmengine - INFO - Epoch(val) [19][1840/6282] eta: 0:05:41 time: 0.0769 data_time: 0.0261 memory: 726 2022/08/08 00:29:51 - mmengine - INFO - Epoch(val) [19][1860/6282] eta: 0:12:31 time: 0.1699 data_time: 0.1204 memory: 726 2022/08/08 00:29:53 - mmengine - INFO - Epoch(val) [19][1880/6282] eta: 0:09:28 time: 0.1291 data_time: 0.0773 memory: 726 2022/08/08 00:29:56 - mmengine - INFO - Epoch(val) [19][1900/6282] eta: 0:11:49 time: 0.1619 data_time: 0.1112 memory: 726 2022/08/08 00:29:59 - mmengine - INFO - Epoch(val) [19][1920/6282] eta: 0:09:55 time: 0.1366 data_time: 0.0762 memory: 726 2022/08/08 00:30:02 - mmengine - INFO - Epoch(val) [19][1940/6282] eta: 0:09:38 time: 0.1332 data_time: 0.0802 memory: 726 2022/08/08 00:30:03 - mmengine - INFO - Epoch(val) [19][1960/6282] eta: 0:03:49 time: 0.0532 data_time: 0.0056 memory: 677 2022/08/08 00:30:04 - mmengine - INFO - Epoch(val) [19][1980/6282] eta: 0:03:57 time: 0.0551 data_time: 0.0062 memory: 677 2022/08/08 00:30:05 - mmengine - INFO - Epoch(val) [19][2000/6282] eta: 0:03:58 time: 0.0556 data_time: 0.0071 memory: 677 2022/08/08 00:30:06 - mmengine - INFO - Epoch(val) [19][2020/6282] eta: 0:03:58 time: 0.0560 data_time: 0.0053 memory: 677 2022/08/08 00:30:08 - mmengine - INFO - Epoch(val) [19][2040/6282] eta: 0:04:02 time: 0.0570 data_time: 0.0072 memory: 677 2022/08/08 00:30:09 - mmengine - INFO - Epoch(val) [19][2060/6282] eta: 0:04:05 time: 0.0581 data_time: 0.0068 memory: 677 2022/08/08 00:30:10 - mmengine - INFO - Epoch(val) [19][2080/6282] eta: 0:04:03 time: 0.0580 data_time: 0.0080 memory: 677 2022/08/08 00:30:11 - mmengine - INFO - Epoch(val) [19][2100/6282] eta: 0:03:36 time: 0.0517 data_time: 0.0053 memory: 677 2022/08/08 00:30:12 - mmengine - INFO - Epoch(val) [19][2120/6282] eta: 0:03:54 time: 0.0563 data_time: 0.0068 memory: 677 2022/08/08 00:30:13 - mmengine - INFO - Epoch(val) [19][2140/6282] eta: 0:03:51 time: 0.0558 data_time: 0.0065 memory: 677 2022/08/08 00:30:14 - mmengine - INFO - Epoch(val) [19][2160/6282] eta: 0:03:43 time: 0.0541 data_time: 0.0057 memory: 676 2022/08/08 00:30:15 - mmengine - INFO - Epoch(val) [19][2180/6282] eta: 0:03:45 time: 0.0550 data_time: 0.0061 memory: 676 2022/08/08 00:30:17 - mmengine - INFO - Epoch(val) [19][2200/6282] eta: 0:03:53 time: 0.0573 data_time: 0.0082 memory: 676 2022/08/08 00:30:18 - mmengine - INFO - Epoch(val) [19][2220/6282] eta: 0:05:51 time: 0.0865 data_time: 0.0060 memory: 676 2022/08/08 00:30:20 - mmengine - INFO - Epoch(val) [19][2240/6282] eta: 0:03:54 time: 0.0580 data_time: 0.0085 memory: 676 2022/08/08 00:30:21 - mmengine - INFO - Epoch(val) [19][2260/6282] eta: 0:03:49 time: 0.0570 data_time: 0.0062 memory: 677 2022/08/08 00:30:22 - mmengine - INFO - Epoch(val) [19][2280/6282] eta: 0:03:44 time: 0.0560 data_time: 0.0083 memory: 677 2022/08/08 00:30:23 - mmengine - INFO - Epoch(val) [19][2300/6282] eta: 0:03:43 time: 0.0562 data_time: 0.0064 memory: 677 2022/08/08 00:30:24 - mmengine - INFO - Epoch(val) [19][2320/6282] eta: 0:03:48 time: 0.0576 data_time: 0.0071 memory: 677 2022/08/08 00:30:25 - mmengine - INFO - Epoch(val) [19][2340/6282] eta: 0:03:46 time: 0.0575 data_time: 0.0073 memory: 677 2022/08/08 00:30:26 - mmengine - INFO - Epoch(val) [19][2360/6282] eta: 0:03:30 time: 0.0537 data_time: 0.0053 memory: 676 2022/08/08 00:30:28 - mmengine - INFO - Epoch(val) [19][2380/6282] eta: 0:03:57 time: 0.0607 data_time: 0.0099 memory: 676 2022/08/08 00:30:29 - mmengine - INFO - Epoch(val) [19][2400/6282] eta: 0:03:24 time: 0.0526 data_time: 0.0064 memory: 676 2022/08/08 00:30:30 - mmengine - INFO - Epoch(val) [19][2420/6282] eta: 0:03:16 time: 0.0509 data_time: 0.0064 memory: 676 2022/08/08 00:30:31 - mmengine - INFO - Epoch(val) [19][2440/6282] eta: 0:03:16 time: 0.0512 data_time: 0.0051 memory: 676 2022/08/08 00:30:32 - mmengine - INFO - Epoch(val) [19][2460/6282] eta: 0:05:12 time: 0.0817 data_time: 0.0269 memory: 726 2022/08/08 00:30:34 - mmengine - INFO - Epoch(val) [19][2480/6282] eta: 0:04:49 time: 0.0761 data_time: 0.0256 memory: 726 2022/08/08 00:30:36 - mmengine - INFO - Epoch(val) [19][2500/6282] eta: 0:06:02 time: 0.0959 data_time: 0.0182 memory: 726 2022/08/08 00:30:37 - mmengine - INFO - Epoch(val) [19][2520/6282] eta: 0:04:39 time: 0.0744 data_time: 0.0237 memory: 726 2022/08/08 00:30:40 - mmengine - INFO - Epoch(val) [19][2540/6282] eta: 0:07:24 time: 0.1187 data_time: 0.0667 memory: 726 2022/08/08 00:30:42 - mmengine - INFO - Epoch(val) [19][2560/6282] eta: 0:07:59 time: 0.1289 data_time: 0.0773 memory: 726 2022/08/08 00:30:46 - mmengine - INFO - Epoch(val) [19][2580/6282] eta: 0:10:09 time: 0.1647 data_time: 0.1120 memory: 726 2022/08/08 00:30:49 - mmengine - INFO - Epoch(val) [19][2600/6282] eta: 0:09:28 time: 0.1545 data_time: 0.0828 memory: 726 2022/08/08 00:30:52 - mmengine - INFO - Epoch(val) [19][2620/6282] eta: 0:08:43 time: 0.1430 data_time: 0.0928 memory: 726 2022/08/08 00:30:55 - mmengine - INFO - Epoch(val) [19][2640/6282] eta: 0:10:04 time: 0.1659 data_time: 0.1106 memory: 726 2022/08/08 00:30:57 - mmengine - INFO - Epoch(val) [19][2660/6282] eta: 0:04:46 time: 0.0791 data_time: 0.0108 memory: 791 2022/08/08 00:30:59 - mmengine - INFO - Epoch(val) [19][2680/6282] eta: 0:05:42 time: 0.0952 data_time: 0.0073 memory: 791 2022/08/08 00:31:00 - mmengine - INFO - Epoch(val) [19][2700/6282] eta: 0:04:14 time: 0.0710 data_time: 0.0097 memory: 791 2022/08/08 00:31:02 - mmengine - INFO - Epoch(val) [19][2720/6282] eta: 0:04:24 time: 0.0743 data_time: 0.0097 memory: 791 2022/08/08 00:31:03 - mmengine - INFO - Epoch(val) [19][2740/6282] eta: 0:04:21 time: 0.0737 data_time: 0.0113 memory: 791 2022/08/08 00:31:04 - mmengine - INFO - Epoch(val) [19][2760/6282] eta: 0:03:21 time: 0.0572 data_time: 0.0074 memory: 677 2022/08/08 00:31:05 - mmengine - INFO - Epoch(val) [19][2780/6282] eta: 0:03:34 time: 0.0613 data_time: 0.0080 memory: 677 2022/08/08 00:31:07 - mmengine - INFO - Epoch(val) [19][2800/6282] eta: 0:03:10 time: 0.0547 data_time: 0.0099 memory: 677 2022/08/08 00:31:08 - mmengine - INFO - Epoch(val) [19][2820/6282] eta: 0:03:10 time: 0.0551 data_time: 0.0067 memory: 677 2022/08/08 00:31:09 - mmengine - INFO - Epoch(val) [19][2840/6282] eta: 0:02:59 time: 0.0522 data_time: 0.0058 memory: 677 2022/08/08 00:31:10 - mmengine - INFO - Epoch(val) [19][2860/6282] eta: 0:04:03 time: 0.0712 data_time: 0.0237 memory: 726 2022/08/08 00:31:12 - mmengine - INFO - Epoch(val) [19][2880/6282] eta: 0:04:10 time: 0.0737 data_time: 0.0217 memory: 726 2022/08/08 00:31:13 - mmengine - INFO - Epoch(val) [19][2900/6282] eta: 0:04:24 time: 0.0783 data_time: 0.0267 memory: 726 2022/08/08 00:31:14 - mmengine - INFO - Epoch(val) [19][2920/6282] eta: 0:02:49 time: 0.0503 data_time: 0.0041 memory: 726 2022/08/08 00:31:15 - mmengine - INFO - Epoch(val) [19][2940/6282] eta: 0:02:49 time: 0.0508 data_time: 0.0055 memory: 698 2022/08/08 00:31:16 - mmengine - INFO - Epoch(val) [19][2960/6282] eta: 0:02:42 time: 0.0489 data_time: 0.0061 memory: 698 2022/08/08 00:31:17 - mmengine - INFO - Epoch(val) [19][2980/6282] eta: 0:02:43 time: 0.0496 data_time: 0.0049 memory: 698 2022/08/08 00:31:19 - mmengine - INFO - Epoch(val) [19][3000/6282] eta: 0:04:12 time: 0.0770 data_time: 0.0041 memory: 698 2022/08/08 00:31:20 - mmengine - INFO - Epoch(val) [19][3020/6282] eta: 0:03:03 time: 0.0562 data_time: 0.0063 memory: 726 2022/08/08 00:31:21 - mmengine - INFO - Epoch(val) [19][3040/6282] eta: 0:03:09 time: 0.0583 data_time: 0.0058 memory: 726 2022/08/08 00:31:22 - mmengine - INFO - Epoch(val) [19][3060/6282] eta: 0:03:11 time: 0.0594 data_time: 0.0066 memory: 726 2022/08/08 00:31:24 - mmengine - INFO - Epoch(val) [19][3080/6282] eta: 0:03:14 time: 0.0608 data_time: 0.0066 memory: 726 2022/08/08 00:31:25 - mmengine - INFO - Epoch(val) [19][3100/6282] eta: 0:03:14 time: 0.0611 data_time: 0.0076 memory: 726 2022/08/08 00:31:26 - mmengine - INFO - Epoch(val) [19][3120/6282] eta: 0:03:03 time: 0.0579 data_time: 0.0061 memory: 677 2022/08/08 00:31:27 - mmengine - INFO - Epoch(val) [19][3140/6282] eta: 0:02:40 time: 0.0511 data_time: 0.0052 memory: 677 2022/08/08 00:31:28 - mmengine - INFO - Epoch(val) [19][3160/6282] eta: 0:02:46 time: 0.0535 data_time: 0.0084 memory: 677 2022/08/08 00:31:29 - mmengine - INFO - Epoch(val) [19][3180/6282] eta: 0:02:43 time: 0.0526 data_time: 0.0080 memory: 677 2022/08/08 00:31:30 - mmengine - INFO - Epoch(val) [19][3200/6282] eta: 0:03:05 time: 0.0601 data_time: 0.0065 memory: 726 2022/08/08 00:31:32 - mmengine - INFO - Epoch(val) [19][3220/6282] eta: 0:04:14 time: 0.0832 data_time: 0.0285 memory: 726 2022/08/08 00:31:34 - mmengine - INFO - Epoch(val) [19][3240/6282] eta: 0:03:54 time: 0.0770 data_time: 0.0260 memory: 726 2022/08/08 00:31:35 - mmengine - INFO - Epoch(val) [19][3260/6282] eta: 0:03:45 time: 0.0748 data_time: 0.0195 memory: 726 2022/08/08 00:31:37 - mmengine - INFO - Epoch(val) [19][3280/6282] eta: 0:03:56 time: 0.0788 data_time: 0.0249 memory: 726 2022/08/08 00:31:39 - mmengine - INFO - Epoch(val) [19][3300/6282] eta: 0:04:08 time: 0.0834 data_time: 0.0054 memory: 726 2022/08/08 00:31:40 - mmengine - INFO - Epoch(val) [19][3320/6282] eta: 0:02:57 time: 0.0599 data_time: 0.0077 memory: 726 2022/08/08 00:31:41 - mmengine - INFO - Epoch(val) [19][3340/6282] eta: 0:02:57 time: 0.0605 data_time: 0.0081 memory: 726 2022/08/08 00:31:42 - mmengine - INFO - Epoch(val) [19][3360/6282] eta: 0:03:01 time: 0.0620 data_time: 0.0072 memory: 726 2022/08/08 00:31:43 - mmengine - INFO - Epoch(val) [19][3380/6282] eta: 0:02:49 time: 0.0586 data_time: 0.0068 memory: 726 2022/08/08 00:31:44 - mmengine - INFO - Epoch(val) [19][3400/6282] eta: 0:02:28 time: 0.0516 data_time: 0.0052 memory: 676 2022/08/08 00:31:45 - mmengine - INFO - Epoch(val) [19][3420/6282] eta: 0:02:22 time: 0.0499 data_time: 0.0055 memory: 676 2022/08/08 00:31:46 - mmengine - INFO - Epoch(val) [19][3440/6282] eta: 0:02:21 time: 0.0498 data_time: 0.0048 memory: 676 2022/08/08 00:31:47 - mmengine - INFO - Epoch(val) [19][3460/6282] eta: 0:02:19 time: 0.0493 data_time: 0.0046 memory: 676 2022/08/08 00:31:48 - mmengine - INFO - Epoch(val) [19][3480/6282] eta: 0:02:18 time: 0.0494 data_time: 0.0043 memory: 676 2022/08/08 00:31:49 - mmengine - INFO - Epoch(val) [19][3500/6282] eta: 0:02:11 time: 0.0473 data_time: 0.0050 memory: 676 2022/08/08 00:31:50 - mmengine - INFO - Epoch(val) [19][3520/6282] eta: 0:02:13 time: 0.0483 data_time: 0.0058 memory: 676 2022/08/08 00:31:51 - mmengine - INFO - Epoch(val) [19][3540/6282] eta: 0:02:09 time: 0.0471 data_time: 0.0053 memory: 676 2022/08/08 00:31:52 - mmengine - INFO - Epoch(val) [19][3560/6282] eta: 0:02:13 time: 0.0489 data_time: 0.0056 memory: 676 2022/08/08 00:31:53 - mmengine - INFO - Epoch(val) [19][3580/6282] eta: 0:02:12 time: 0.0492 data_time: 0.0058 memory: 712 2022/08/08 00:31:55 - mmengine - INFO - Epoch(val) [19][3600/6282] eta: 0:02:35 time: 0.0581 data_time: 0.0066 memory: 712 2022/08/08 00:31:56 - mmengine - INFO - Epoch(val) [19][3620/6282] eta: 0:02:40 time: 0.0602 data_time: 0.0068 memory: 712 2022/08/08 00:31:57 - mmengine - INFO - Epoch(val) [19][3640/6282] eta: 0:02:31 time: 0.0575 data_time: 0.0066 memory: 712 2022/08/08 00:31:59 - mmengine - INFO - Epoch(val) [19][3660/6282] eta: 0:03:37 time: 0.0830 data_time: 0.0089 memory: 712 2022/08/08 00:32:00 - mmengine - INFO - Epoch(val) [19][3680/6282] eta: 0:02:46 time: 0.0640 data_time: 0.0083 memory: 726 2022/08/08 00:32:02 - mmengine - INFO - Epoch(val) [19][3700/6282] eta: 0:03:24 time: 0.0793 data_time: 0.0269 memory: 726 2022/08/08 00:32:03 - mmengine - INFO - Epoch(val) [19][3720/6282] eta: 0:03:39 time: 0.0857 data_time: 0.0301 memory: 726 2022/08/08 00:32:05 - mmengine - INFO - Epoch(val) [19][3740/6282] eta: 0:03:43 time: 0.0878 data_time: 0.0360 memory: 726 2022/08/08 00:32:07 - mmengine - INFO - Epoch(val) [19][3760/6282] eta: 0:03:16 time: 0.0777 data_time: 0.0253 memory: 726 2022/08/08 00:32:08 - mmengine - INFO - Epoch(val) [19][3780/6282] eta: 0:03:51 time: 0.0924 data_time: 0.0365 memory: 726 2022/08/08 00:32:10 - mmengine - INFO - Epoch(val) [19][3800/6282] eta: 0:03:36 time: 0.0872 data_time: 0.0334 memory: 726 2022/08/08 00:32:12 - mmengine - INFO - Epoch(val) [19][3820/6282] eta: 0:03:21 time: 0.0817 data_time: 0.0228 memory: 726 2022/08/08 00:32:14 - mmengine - INFO - Epoch(val) [19][3840/6282] eta: 0:03:42 time: 0.0913 data_time: 0.0379 memory: 726 2022/08/08 00:32:15 - mmengine - INFO - Epoch(val) [19][3860/6282] eta: 0:03:18 time: 0.0821 data_time: 0.0283 memory: 726 2022/08/08 00:32:17 - mmengine - INFO - Epoch(val) [19][3880/6282] eta: 0:03:32 time: 0.0884 data_time: 0.0362 memory: 726 2022/08/08 00:32:19 - mmengine - INFO - Epoch(val) [19][3900/6282] eta: 0:03:44 time: 0.0942 data_time: 0.0180 memory: 726 2022/08/08 00:32:20 - mmengine - INFO - Epoch(val) [19][3920/6282] eta: 0:02:39 time: 0.0675 data_time: 0.0102 memory: 726 2022/08/08 00:32:22 - mmengine - INFO - Epoch(val) [19][3940/6282] eta: 0:03:22 time: 0.0866 data_time: 0.0287 memory: 726 2022/08/08 00:32:24 - mmengine - INFO - Epoch(val) [19][3960/6282] eta: 0:02:36 time: 0.0674 data_time: 0.0126 memory: 726 2022/08/08 00:32:25 - mmengine - INFO - Epoch(val) [19][3980/6282] eta: 0:02:07 time: 0.0552 data_time: 0.0063 memory: 726 2022/08/08 00:32:26 - mmengine - INFO - Epoch(val) [19][4000/6282] eta: 0:01:57 time: 0.0514 data_time: 0.0048 memory: 726 2022/08/08 00:32:27 - mmengine - INFO - Epoch(val) [19][4020/6282] eta: 0:01:54 time: 0.0507 data_time: 0.0042 memory: 726 2022/08/08 00:32:28 - mmengine - INFO - Epoch(val) [19][4040/6282] eta: 0:01:58 time: 0.0527 data_time: 0.0041 memory: 791 2022/08/08 00:32:29 - mmengine - INFO - Epoch(val) [19][4060/6282] eta: 0:02:05 time: 0.0566 data_time: 0.0056 memory: 791 2022/08/08 00:32:30 - mmengine - INFO - Epoch(val) [19][4080/6282] eta: 0:02:11 time: 0.0595 data_time: 0.0052 memory: 791 2022/08/08 00:32:32 - mmengine - INFO - Epoch(val) [19][4100/6282] eta: 0:02:31 time: 0.0693 data_time: 0.0063 memory: 791 2022/08/08 00:32:33 - mmengine - INFO - Epoch(val) [19][4120/6282] eta: 0:02:31 time: 0.0700 data_time: 0.0074 memory: 791 2022/08/08 00:32:34 - mmengine - INFO - Epoch(val) [19][4140/6282] eta: 0:02:20 time: 0.0655 data_time: 0.0075 memory: 791 2022/08/08 00:32:35 - mmengine - INFO - Epoch(val) [19][4160/6282] eta: 0:01:58 time: 0.0558 data_time: 0.0067 memory: 676 2022/08/08 00:32:37 - mmengine - INFO - Epoch(val) [19][4180/6282] eta: 0:01:56 time: 0.0556 data_time: 0.0064 memory: 676 2022/08/08 00:32:38 - mmengine - INFO - Epoch(val) [19][4200/6282] eta: 0:02:58 time: 0.0858 data_time: 0.0061 memory: 676 2022/08/08 00:32:39 - mmengine - INFO - Epoch(val) [19][4220/6282] eta: 0:01:46 time: 0.0517 data_time: 0.0070 memory: 676 2022/08/08 00:32:41 - mmengine - INFO - Epoch(val) [19][4240/6282] eta: 0:01:58 time: 0.0581 data_time: 0.0069 memory: 677 2022/08/08 00:32:42 - mmengine - INFO - Epoch(val) [19][4260/6282] eta: 0:01:53 time: 0.0563 data_time: 0.0061 memory: 677 2022/08/08 00:32:43 - mmengine - INFO - Epoch(val) [19][4280/6282] eta: 0:01:39 time: 0.0497 data_time: 0.0045 memory: 677 2022/08/08 00:32:44 - mmengine - INFO - Epoch(val) [19][4300/6282] eta: 0:01:35 time: 0.0484 data_time: 0.0052 memory: 677 2022/08/08 00:32:45 - mmengine - INFO - Epoch(val) [19][4320/6282] eta: 0:01:33 time: 0.0476 data_time: 0.0049 memory: 677 2022/08/08 00:32:46 - mmengine - INFO - Epoch(val) [19][4340/6282] eta: 0:01:30 time: 0.0465 data_time: 0.0047 memory: 677 2022/08/08 00:32:47 - mmengine - INFO - Epoch(val) [19][4360/6282] eta: 0:01:51 time: 0.0582 data_time: 0.0071 memory: 726 2022/08/08 00:32:48 - mmengine - INFO - Epoch(val) [19][4380/6282] eta: 0:01:55 time: 0.0608 data_time: 0.0081 memory: 726 2022/08/08 00:32:49 - mmengine - INFO - Epoch(val) [19][4400/6282] eta: 0:01:48 time: 0.0578 data_time: 0.0060 memory: 726 2022/08/08 00:32:50 - mmengine - INFO - Epoch(val) [19][4420/6282] eta: 0:01:50 time: 0.0593 data_time: 0.0064 memory: 726 2022/08/08 00:32:52 - mmengine - INFO - Epoch(val) [19][4440/6282] eta: 0:01:51 time: 0.0603 data_time: 0.0067 memory: 733 2022/08/08 00:32:53 - mmengine - INFO - Epoch(val) [19][4460/6282] eta: 0:01:47 time: 0.0588 data_time: 0.0063 memory: 733 2022/08/08 00:32:54 - mmengine - INFO - Epoch(val) [19][4480/6282] eta: 0:01:50 time: 0.0615 data_time: 0.0065 memory: 733 2022/08/08 00:32:55 - mmengine - INFO - Epoch(val) [19][4500/6282] eta: 0:02:00 time: 0.0674 data_time: 0.0076 memory: 733 2022/08/08 00:32:57 - mmengine - INFO - Epoch(val) [19][4520/6282] eta: 0:01:47 time: 0.0609 data_time: 0.0061 memory: 733 2022/08/08 00:32:58 - mmengine - INFO - Epoch(val) [19][4540/6282] eta: 0:02:15 time: 0.0777 data_time: 0.0060 memory: 677 2022/08/08 00:32:59 - mmengine - INFO - Epoch(val) [19][4560/6282] eta: 0:01:26 time: 0.0505 data_time: 0.0054 memory: 677 2022/08/08 00:33:00 - mmengine - INFO - Epoch(val) [19][4580/6282] eta: 0:01:35 time: 0.0560 data_time: 0.0065 memory: 677 2022/08/08 00:33:01 - mmengine - INFO - Epoch(val) [19][4600/6282] eta: 0:01:31 time: 0.0544 data_time: 0.0060 memory: 677 2022/08/08 00:33:03 - mmengine - INFO - Epoch(val) [19][4620/6282] eta: 0:01:27 time: 0.0529 data_time: 0.0064 memory: 677 2022/08/08 00:33:04 - mmengine - INFO - Epoch(val) [19][4640/6282] eta: 0:01:34 time: 0.0576 data_time: 0.0060 memory: 733 2022/08/08 00:33:05 - mmengine - INFO - Epoch(val) [19][4660/6282] eta: 0:01:30 time: 0.0555 data_time: 0.0046 memory: 733 2022/08/08 00:33:06 - mmengine - INFO - Epoch(val) [19][4680/6282] eta: 0:01:28 time: 0.0553 data_time: 0.0050 memory: 733 2022/08/08 00:33:07 - mmengine - INFO - Epoch(val) [19][4700/6282] eta: 0:01:28 time: 0.0557 data_time: 0.0051 memory: 733 2022/08/08 00:33:08 - mmengine - INFO - Epoch(val) [19][4720/6282] eta: 0:01:27 time: 0.0562 data_time: 0.0058 memory: 733 2022/08/08 00:33:09 - mmengine - INFO - Epoch(val) [19][4740/6282] eta: 0:01:22 time: 0.0536 data_time: 0.0057 memory: 698 2022/08/08 00:33:11 - mmengine - INFO - Epoch(val) [19][4760/6282] eta: 0:01:27 time: 0.0573 data_time: 0.0087 memory: 698 2022/08/08 00:33:12 - mmengine - INFO - Epoch(val) [19][4780/6282] eta: 0:01:24 time: 0.0563 data_time: 0.0066 memory: 698 2022/08/08 00:33:13 - mmengine - INFO - Epoch(val) [19][4800/6282] eta: 0:01:20 time: 0.0543 data_time: 0.0074 memory: 698 2022/08/08 00:33:14 - mmengine - INFO - Epoch(val) [19][4820/6282] eta: 0:01:25 time: 0.0582 data_time: 0.0087 memory: 726 2022/08/08 00:33:15 - mmengine - INFO - Epoch(val) [19][4840/6282] eta: 0:01:30 time: 0.0630 data_time: 0.0059 memory: 726 2022/08/08 00:33:16 - mmengine - INFO - Epoch(val) [19][4860/6282] eta: 0:01:26 time: 0.0607 data_time: 0.0082 memory: 726 2022/08/08 00:33:18 - mmengine - INFO - Epoch(val) [19][4880/6282] eta: 0:01:26 time: 0.0617 data_time: 0.0072 memory: 726 2022/08/08 00:33:19 - mmengine - INFO - Epoch(val) [19][4900/6282] eta: 0:02:04 time: 0.0898 data_time: 0.0078 memory: 726 2022/08/08 00:33:21 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [19][5100/6282] eta: 0:01:27 time: 0.0738 data_time: 0.0044 memory: 677 2022/08/08 00:33:33 - mmengine - INFO - Epoch(val) [19][5120/6282] eta: 0:01:09 time: 0.0595 data_time: 0.0078 memory: 677 2022/08/08 00:33:34 - mmengine - INFO - Epoch(val) [19][5140/6282] eta: 0:01:02 time: 0.0544 data_time: 0.0057 memory: 676 2022/08/08 00:33:35 - mmengine - INFO - Epoch(val) [19][5160/6282] eta: 0:01:03 time: 0.0569 data_time: 0.0060 memory: 676 2022/08/08 00:33:36 - mmengine - INFO - Epoch(val) [19][5180/6282] eta: 0:01:01 time: 0.0557 data_time: 0.0057 memory: 676 2022/08/08 00:33:37 - mmengine - INFO - Epoch(val) [19][5200/6282] eta: 0:00:58 time: 0.0542 data_time: 0.0074 memory: 676 2022/08/08 00:33:39 - mmengine - INFO - Epoch(val) [19][5220/6282] eta: 0:01:10 time: 0.0666 data_time: 0.0057 memory: 676 2022/08/08 00:33:40 - mmengine - INFO - Epoch(val) [19][5240/6282] eta: 0:00:54 time: 0.0524 data_time: 0.0067 memory: 676 2022/08/08 00:33:41 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [19][5440/6282] eta: 0:00:45 time: 0.0536 data_time: 0.0051 memory: 676 2022/08/08 00:33:53 - mmengine - INFO - Epoch(val) [19][5460/6282] eta: 0:00:46 time: 0.0562 data_time: 0.0092 memory: 676 2022/08/08 00:33:54 - mmengine - INFO - Epoch(val) [19][5480/6282] eta: 0:00:42 time: 0.0535 data_time: 0.0063 memory: 676 2022/08/08 00:33:55 - mmengine - INFO - Epoch(val) [19][5500/6282] eta: 0:00:41 time: 0.0535 data_time: 0.0060 memory: 676 2022/08/08 00:33:56 - mmengine - INFO - Epoch(val) [19][5520/6282] eta: 0:00:44 time: 0.0580 data_time: 0.0078 memory: 691 2022/08/08 00:33:57 - mmengine - INFO - Epoch(val) [19][5540/6282] eta: 0:00:43 time: 0.0580 data_time: 0.0067 memory: 691 2022/08/08 00:33:58 - mmengine - INFO - Epoch(val) [19][5560/6282] eta: 0:00:47 time: 0.0656 data_time: 0.0063 memory: 691 2022/08/08 00:34:00 - mmengine - INFO - Epoch(val) [19][5580/6282] eta: 0:00:41 time: 0.0598 data_time: 0.0059 memory: 691 2022/08/08 00:34:01 - mmengine - INFO - Epoch(val) [19][5600/6282] eta: 0:00:37 time: 0.0551 data_time: 0.0066 memory: 691 2022/08/08 00:34:02 - mmengine - INFO - Epoch(val) [19][5620/6282] eta: 0:00:34 time: 0.0524 data_time: 0.0052 memory: 691 2022/08/08 00:34:03 - mmengine - INFO - Epoch(val) [19][5640/6282] eta: 0:00:30 time: 0.0479 data_time: 0.0040 memory: 676 2022/08/08 00:34:04 - mmengine - INFO - Epoch(val) [19][5660/6282] eta: 0:00:29 time: 0.0477 data_time: 0.0054 memory: 676 2022/08/08 00:34:05 - mmengine - INFO - Epoch(val) [19][5680/6282] eta: 0:00:28 time: 0.0478 data_time: 0.0049 memory: 676 2022/08/08 00:34:06 - mmengine - INFO - Epoch(val) [19][5700/6282] eta: 0:00:28 time: 0.0487 data_time: 0.0061 memory: 676 2022/08/08 00:34:07 - mmengine - INFO - Epoch(val) [19][5720/6282] eta: 0:00:29 time: 0.0528 data_time: 0.0047 memory: 705 2022/08/08 00:34:08 - mmengine - INFO - Epoch(val) [19][5740/6282] eta: 0:00:43 time: 0.0798 data_time: 0.0068 memory: 705 2022/08/08 00:34:10 - mmengine - INFO - Epoch(val) [19][5760/6282] eta: 0:00:30 time: 0.0592 data_time: 0.0060 memory: 705 2022/08/08 00:34:11 - mmengine - INFO - Epoch(val) [19][5780/6282] eta: 0:00:29 time: 0.0581 data_time: 0.0082 memory: 705 2022/08/08 00:34:12 - mmengine - INFO - Epoch(val) [19][5800/6282] eta: 0:00:27 time: 0.0579 data_time: 0.0072 memory: 705 2022/08/08 00:34:13 - mmengine - INFO - Epoch(val) [19][5820/6282] eta: 0:00:25 time: 0.0556 data_time: 0.0078 memory: 705 2022/08/08 00:34:14 - mmengine - INFO - Epoch(val) [19][5840/6282] eta: 0:00:25 time: 0.0572 data_time: 0.0056 memory: 691 2022/08/08 00:34:15 - mmengine - INFO - Epoch(val) [19][5860/6282] eta: 0:00:24 time: 0.0585 data_time: 0.0085 memory: 691 2022/08/08 00:34:17 - mmengine - INFO - Epoch(val) [19][5880/6282] eta: 0:00:22 time: 0.0557 data_time: 0.0070 memory: 691 2022/08/08 00:34:18 - mmengine - INFO - Epoch(val) [19][5900/6282] eta: 0:00:21 time: 0.0566 data_time: 0.0064 memory: 691 2022/08/08 00:34:19 - mmengine - INFO - Epoch(val) [19][5920/6282] eta: 0:00:24 time: 0.0668 data_time: 0.0056 memory: 691 2022/08/08 00:34:20 - mmengine - INFO - Epoch(val) [19][5940/6282] eta: 0:00:18 time: 0.0544 data_time: 0.0065 memory: 676 2022/08/08 00:34:21 - mmengine - INFO - Epoch(val) [19][5960/6282] eta: 0:00:17 time: 0.0538 data_time: 0.0062 memory: 676 2022/08/08 00:34:23 - mmengine - INFO - Epoch(val) [19][5980/6282] eta: 0:00:17 time: 0.0592 data_time: 0.0091 memory: 676 2022/08/08 00:34:24 - mmengine - INFO - Epoch(val) [19][6000/6282] eta: 0:00:18 time: 0.0641 data_time: 0.0084 memory: 726 2022/08/08 00:34:25 - mmengine - INFO - Epoch(val) [19][6020/6282] eta: 0:00:15 time: 0.0596 data_time: 0.0072 memory: 726 2022/08/08 00:34:26 - mmengine - INFO - Epoch(val) [19][6040/6282] eta: 0:00:13 time: 0.0575 data_time: 0.0065 memory: 726 2022/08/08 00:34:27 - mmengine - INFO - Epoch(val) [19][6060/6282] eta: 0:00:13 time: 0.0624 data_time: 0.0079 memory: 726 2022/08/08 00:34:29 - mmengine - INFO - Epoch(val) [19][6080/6282] eta: 0:00:18 time: 0.0922 data_time: 0.0070 memory: 726 2022/08/08 00:34:31 - mmengine - INFO - Epoch(val) [19][6100/6282] eta: 0:00:13 time: 0.0726 data_time: 0.0169 memory: 726 2022/08/08 00:34:32 - mmengine - INFO - Epoch(val) [19][6120/6282] eta: 0:00:11 time: 0.0738 data_time: 0.0222 memory: 726 2022/08/08 00:34:34 - mmengine - INFO - Epoch(val) [19][6140/6282] eta: 0:00:10 time: 0.0720 data_time: 0.0230 memory: 726 2022/08/08 00:34:35 - mmengine - INFO - Epoch(val) [19][6160/6282] eta: 0:00:08 time: 0.0662 data_time: 0.0155 memory: 726 2022/08/08 00:34:36 - mmengine - INFO - Epoch(val) [19][6180/6282] eta: 0:00:06 time: 0.0593 data_time: 0.0133 memory: 726 2022/08/08 00:34:37 - mmengine - INFO - Epoch(val) [19][6200/6282] eta: 0:00:03 time: 0.0428 data_time: 0.0028 memory: 726 2022/08/08 00:34:38 - mmengine - INFO - Epoch(val) [19][6220/6282] eta: 0:00:02 time: 0.0453 data_time: 0.0040 memory: 726 2022/08/08 00:34:39 - mmengine - INFO - Epoch(val) [19][6240/6282] eta: 0:00:01 time: 0.0408 data_time: 0.0029 memory: 726 2022/08/08 00:34:40 - mmengine - INFO - Epoch(val) [19][6260/6282] eta: 0:00:00 time: 0.0406 data_time: 0.0027 memory: 726 2022/08/08 00:34:41 - mmengine - INFO - Epoch(val) [19][6280/6282] eta: 0:00:00 time: 0.0401 data_time: 0.0026 memory: 726 2022/08/08 00:37:47 - mmengine - INFO - Epoch(val) [19][6282/6282] mAP/mAP@0.5IOU: 0.2436 2022/08/08 00:38:11 - mmengine - INFO - Epoch(train) [20][20/1441] lr: 2.0000e-03 eta: 0:21:37 time: 1.2012 data_time: 0.3551 memory: 18616 grad_norm: 0.1367 recall@thr=0.5: 0.8209 prec@thr=0.5: 0.8004 recall@top3: 0.9426 prec@top3: 0.6667 recall@top5: 0.9876 prec@top5: 0.4326 loss_action_cls: 0.0313 loss: 0.0313 2022/08/08 00:38:27 - mmengine - INFO - Epoch(train) [20][40/1441] lr: 2.0000e-03 eta: 0:21:19 time: 0.8318 data_time: 0.0441 memory: 18616 grad_norm: 0.1398 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.9074 recall@top3: 0.8685 prec@top3: 0.7111 recall@top5: 0.9926 prec@top5: 0.4978 loss_action_cls: 0.0287 loss: 0.0287 2022/08/08 00:38:45 - mmengine - INFO - Epoch(train) [20][60/1441] lr: 2.0000e-03 eta: 0:21:00 time: 0.8949 data_time: 0.0480 memory: 18616 grad_norm: 0.1353 recall@thr=0.5: 0.6969 prec@thr=0.5: 0.7763 recall@top3: 0.7658 prec@top3: 0.6579 recall@top5: 0.8904 prec@top5: 0.4842 loss_action_cls: 0.0309 loss: 0.0309 2022/08/08 00:39:02 - mmengine - INFO - Epoch(train) [20][80/1441] lr: 2.0000e-03 eta: 0:20:42 time: 0.8521 data_time: 0.0520 memory: 18616 grad_norm: 0.1352 recall@thr=0.5: 0.7897 prec@thr=0.5: 0.8394 recall@top3: 0.8385 prec@top3: 0.7273 recall@top5: 0.9306 prec@top5: 0.4945 loss_action_cls: 0.0291 loss: 0.0291 2022/08/08 00:39:20 - mmengine - INFO - Epoch(train) [20][100/1441] lr: 2.0000e-03 eta: 0:20:24 time: 0.8997 data_time: 0.0415 memory: 18616 grad_norm: 0.1405 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8000 recall@top3: 0.8667 prec@top3: 0.6889 recall@top5: 0.9667 prec@top5: 0.4756 loss_action_cls: 0.0286 loss: 0.0286 2022/08/08 00:39:38 - mmengine - INFO - Epoch(train) [20][120/1441] lr: 2.0000e-03 eta: 0:20:06 time: 0.8726 data_time: 0.0443 memory: 18616 grad_norm: 0.1332 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8701 recall@top3: 0.8958 prec@top3: 0.7153 recall@top5: 0.9826 prec@top5: 0.4792 loss_action_cls: 0.0297 loss: 0.0297 2022/08/08 00:39:55 - mmengine - INFO - Epoch(train) [20][140/1441] lr: 2.0000e-03 eta: 0:19:47 time: 0.8578 data_time: 0.0389 memory: 18616 grad_norm: 0.1390 recall@thr=0.5: 0.7636 prec@thr=0.5: 0.8508 recall@top3: 0.8760 prec@top3: 0.6977 recall@top5: 0.9671 prec@top5: 0.4744 loss_action_cls: 0.0289 loss: 0.0289 2022/08/08 00:40:12 - mmengine - INFO - Epoch(train) [20][160/1441] lr: 2.0000e-03 eta: 0:19:29 time: 0.8664 data_time: 0.0453 memory: 18616 grad_norm: 0.1381 recall@thr=0.5: 0.8465 prec@thr=0.5: 0.8924 recall@top3: 0.8552 prec@top3: 0.7431 recall@top5: 0.9465 prec@top5: 0.5125 loss_action_cls: 0.0275 loss: 0.0275 2022/08/08 00:40:30 - mmengine - INFO - Epoch(train) [20][180/1441] lr: 2.0000e-03 eta: 0:19:11 time: 0.8709 data_time: 0.0439 memory: 18616 grad_norm: 0.1392 recall@thr=0.5: 0.7920 prec@thr=0.5: 0.8365 recall@top3: 0.8484 prec@top3: 0.6603 recall@top5: 0.9583 prec@top5: 0.4731 loss_action_cls: 0.0316 loss: 0.0316 2022/08/08 00:40:46 - mmengine - INFO - Epoch(train) [20][200/1441] lr: 2.0000e-03 eta: 0:18:52 time: 0.8270 data_time: 0.0487 memory: 18616 grad_norm: 0.1397 recall@thr=0.5: 0.7572 prec@thr=0.5: 0.8333 recall@top3: 0.7826 prec@top3: 0.7319 recall@top5: 0.9511 prec@top5: 0.5391 loss_action_cls: 0.0305 loss: 0.0305 2022/08/08 00:41:04 - mmengine - INFO - Epoch(train) [20][220/1441] lr: 2.0000e-03 eta: 0:18:34 time: 0.8659 data_time: 0.0447 memory: 18616 grad_norm: 0.1386 recall@thr=0.5: 0.7792 prec@thr=0.5: 0.8417 recall@top3: 0.8500 prec@top3: 0.6250 recall@top5: 1.0000 prec@top5: 0.4450 loss_action_cls: 0.0314 loss: 0.0314 2022/08/08 00:41:21 - mmengine - INFO - Epoch(train) [20][240/1441] lr: 2.0000e-03 eta: 0:18:16 time: 0.8757 data_time: 0.0492 memory: 18616 grad_norm: 0.1374 recall@thr=0.5: 0.6806 prec@thr=0.5: 0.7593 recall@top3: 0.8611 prec@top3: 0.6574 recall@top5: 0.9421 prec@top5: 0.4444 loss_action_cls: 0.0302 loss: 0.0302 2022/08/08 00:41:38 - mmengine - INFO - Epoch(train) [20][260/1441] lr: 2.0000e-03 eta: 0:17:57 time: 0.8628 data_time: 0.0501 memory: 18616 grad_norm: 0.1409 recall@thr=0.5: 0.7364 prec@thr=0.5: 0.8293 recall@top3: 0.8027 prec@top3: 0.6939 recall@top5: 0.9524 prec@top5: 0.4980 loss_action_cls: 0.0323 loss: 0.0323 2022/08/08 00:41:55 - mmengine - INFO - Epoch(train) [20][280/1441] lr: 2.0000e-03 eta: 0:17:39 time: 0.8493 data_time: 0.0448 memory: 18616 grad_norm: 0.1371 recall@thr=0.5: 0.7701 prec@thr=0.5: 0.8316 recall@top3: 0.8408 prec@top3: 0.7143 recall@top5: 0.9670 prec@top5: 0.5061 loss_action_cls: 0.0284 loss: 0.0284 2022/08/08 00:42:13 - mmengine - INFO - Epoch(train) [20][300/1441] lr: 2.0000e-03 eta: 0:17:21 time: 0.8663 data_time: 0.0469 memory: 18616 grad_norm: 0.1418 recall@thr=0.5: 0.8114 prec@thr=0.5: 0.8947 recall@top3: 0.8816 prec@top3: 0.6754 recall@top5: 0.9342 prec@top5: 0.4368 loss_action_cls: 0.0302 loss: 0.0302 2022/08/08 00:42:30 - mmengine - INFO - Epoch(train) [20][320/1441] lr: 2.0000e-03 eta: 0:17:03 time: 0.8639 data_time: 0.0457 memory: 18616 grad_norm: 0.1367 recall@thr=0.5: 0.7552 prec@thr=0.5: 0.7552 recall@top3: 0.7882 prec@top3: 0.6389 recall@top5: 0.8854 prec@top5: 0.4500 loss_action_cls: 0.0328 loss: 0.0328 2022/08/08 00:42:47 - mmengine - INFO - Epoch(train) [20][340/1441] lr: 2.0000e-03 eta: 0:16:44 time: 0.8549 data_time: 0.0360 memory: 18616 grad_norm: 0.1364 recall@thr=0.5: 0.7119 prec@thr=0.5: 0.8571 recall@top3: 0.8476 prec@top3: 0.7714 recall@top5: 0.9595 prec@top5: 0.5371 loss_action_cls: 0.0307 loss: 0.0307 2022/08/08 00:43:04 - mmengine - INFO - Epoch(train) [20][360/1441] lr: 2.0000e-03 eta: 0:16:26 time: 0.8571 data_time: 0.0397 memory: 18616 grad_norm: 0.1358 recall@thr=0.5: 0.7130 prec@thr=0.5: 0.7940 recall@top3: 0.8009 prec@top3: 0.5463 recall@top5: 0.8981 prec@top5: 0.3778 loss_action_cls: 0.0293 loss: 0.0293 2022/08/08 00:43:21 - mmengine - INFO - Epoch(train) [20][380/1441] lr: 2.0000e-03 eta: 0:16:08 time: 0.8623 data_time: 0.0338 memory: 18616 grad_norm: 0.1368 recall@thr=0.5: 0.8508 prec@thr=0.5: 0.8857 recall@top3: 0.8953 prec@top3: 0.6977 recall@top5: 0.9651 prec@top5: 0.4651 loss_action_cls: 0.0285 loss: 0.0285 2022/08/08 00:43:38 - mmengine - INFO - Epoch(train) [20][400/1441] lr: 2.0000e-03 eta: 0:15:49 time: 0.8542 data_time: 0.0352 memory: 18616 grad_norm: 0.1351 recall@thr=0.5: 0.8765 prec@thr=0.5: 0.9375 recall@top3: 0.9315 prec@top3: 0.7619 recall@top5: 0.9702 prec@top5: 0.4821 loss_action_cls: 0.0308 loss: 0.0308 2022/08/08 00:43:56 - mmengine - INFO - Epoch(train) [20][420/1441] lr: 2.0000e-03 eta: 0:15:31 time: 0.8514 data_time: 0.0368 memory: 18616 grad_norm: 0.1376 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.7949 recall@top3: 0.8516 prec@top3: 0.6923 recall@top5: 0.9696 prec@top5: 0.4885 loss_action_cls: 0.0305 loss: 0.0305 2022/08/08 00:44:13 - mmengine - INFO - Epoch(train) [20][440/1441] lr: 2.0000e-03 eta: 0:15:13 time: 0.8514 data_time: 0.0425 memory: 18616 grad_norm: 0.1384 recall@thr=0.5: 0.6899 prec@thr=0.5: 0.7990 recall@top3: 0.7895 prec@top3: 0.5948 recall@top5: 0.9046 prec@top5: 0.4275 loss_action_cls: 0.0329 loss: 0.0329 2022/08/08 00:44:29 - mmengine - INFO - Epoch(train) [20][460/1441] lr: 2.0000e-03 eta: 0:14:54 time: 0.8326 data_time: 0.0346 memory: 18616 grad_norm: 0.1396 recall@thr=0.5: 0.7521 prec@thr=0.5: 0.9436 recall@top3: 0.9060 prec@top3: 0.7778 recall@top5: 0.9872 prec@top5: 0.5282 loss_action_cls: 0.0289 loss: 0.0289 2022/08/08 00:44:46 - mmengine - INFO - Epoch(train) [20][480/1441] lr: 2.0000e-03 eta: 0:14:36 time: 0.8421 data_time: 0.0403 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.8627 recall@top3: 0.8353 prec@top3: 0.7778 recall@top5: 0.9314 prec@top5: 0.5333 loss_action_cls: 0.0304 loss: 0.0304 2022/08/08 00:45:03 - mmengine - INFO - Epoch(train) [20][500/1441] lr: 2.0000e-03 eta: 0:14:18 time: 0.8677 data_time: 0.0541 memory: 18616 grad_norm: 0.1350 recall@thr=0.5: 0.8388 prec@thr=0.5: 0.8333 recall@top3: 0.8812 prec@top3: 0.7754 recall@top5: 0.9656 prec@top5: 0.5217 loss_action_cls: 0.0295 loss: 0.0295 2022/08/08 00:45:21 - mmengine - INFO - Epoch(train) [20][520/1441] lr: 2.0000e-03 eta: 0:14:00 time: 0.8590 data_time: 0.0383 memory: 18616 grad_norm: 0.1388 recall@thr=0.5: 0.7888 prec@thr=0.5: 0.8992 recall@top3: 0.8198 prec@top3: 0.6667 recall@top5: 0.9767 prec@top5: 0.4977 loss_action_cls: 0.0320 loss: 0.0320 2022/08/08 00:45:38 - mmengine - INFO - Epoch(train) [20][540/1441] lr: 2.0000e-03 eta: 0:13:41 time: 0.8511 data_time: 0.0357 memory: 18616 grad_norm: 0.1436 recall@thr=0.5: 0.8441 prec@thr=0.5: 0.9115 recall@top3: 0.8729 prec@top3: 0.7917 recall@top5: 0.9722 prec@top5: 0.5542 loss_action_cls: 0.0320 loss: 0.0320 2022/08/08 00:45:55 - mmengine - INFO - Epoch(train) [20][560/1441] lr: 2.0000e-03 eta: 0:13:23 time: 0.8567 data_time: 0.0357 memory: 18616 grad_norm: 0.1424 recall@thr=0.5: 0.7315 prec@thr=0.5: 0.7801 recall@top3: 0.7477 prec@top3: 0.6389 recall@top5: 0.9051 prec@top5: 0.4556 loss_action_cls: 0.0307 loss: 0.0307 2022/08/08 00:46:13 - mmengine - INFO - Epoch(train) [20][580/1441] lr: 2.0000e-03 eta: 0:13:05 time: 0.9043 data_time: 0.0355 memory: 18616 grad_norm: 0.1400 recall@thr=0.5: 0.8366 prec@thr=0.5: 0.8137 recall@top3: 0.8889 prec@top3: 0.6078 recall@top5: 0.9755 prec@top5: 0.4118 loss_action_cls: 0.0299 loss: 0.0299 2022/08/08 00:46:29 - mmengine - INFO - Epoch(train) [20][600/1441] lr: 2.0000e-03 eta: 0:12:47 time: 0.8252 data_time: 0.0343 memory: 18616 grad_norm: 0.1374 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.7735 recall@top3: 0.7692 prec@top3: 0.6667 recall@top5: 0.8355 prec@top5: 0.4462 loss_action_cls: 0.0300 loss: 0.0300 2022/08/08 00:46:46 - mmengine - INFO - Epoch(train) [20][620/1441] lr: 2.0000e-03 eta: 0:12:28 time: 0.8478 data_time: 0.0384 memory: 18616 grad_norm: 0.1369 recall@thr=0.5: 0.7117 prec@thr=0.5: 0.7230 recall@top3: 0.8086 prec@top3: 0.6577 recall@top5: 0.9595 prec@top5: 0.4757 loss_action_cls: 0.0303 loss: 0.0303 2022/08/08 00:46:47 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/08 00:47:03 - mmengine - INFO - Epoch(train) [20][640/1441] lr: 2.0000e-03 eta: 0:12:10 time: 0.8538 data_time: 0.0344 memory: 18616 grad_norm: 0.1391 recall@thr=0.5: 0.8259 prec@thr=0.5: 0.7574 recall@top3: 0.8648 prec@top3: 0.6000 recall@top5: 0.9870 prec@top5: 0.4222 loss_action_cls: 0.0302 loss: 0.0302 2022/08/08 00:47:21 - mmengine - INFO - Epoch(train) [20][660/1441] lr: 2.0000e-03 eta: 0:11:52 time: 0.8723 data_time: 0.0418 memory: 18616 grad_norm: 0.1399 recall@thr=0.5: 0.6337 prec@thr=0.5: 0.7633 recall@top3: 0.7485 prec@top3: 0.7273 recall@top5: 0.9061 prec@top5: 0.5500 loss_action_cls: 0.0309 loss: 0.0309 2022/08/08 00:47:38 - mmengine - INFO - Epoch(train) [20][680/1441] lr: 2.0000e-03 eta: 0:11:33 time: 0.8705 data_time: 0.0478 memory: 18616 grad_norm: 0.1388 recall@thr=0.5: 0.6779 prec@thr=0.5: 0.7423 recall@top3: 0.7869 prec@top3: 0.6731 recall@top5: 0.9199 prec@top5: 0.4731 loss_action_cls: 0.0309 loss: 0.0309 2022/08/08 00:47:56 - mmengine - INFO - Epoch(train) [20][700/1441] lr: 2.0000e-03 eta: 0:11:15 time: 0.8723 data_time: 0.0313 memory: 18616 grad_norm: 0.1377 recall@thr=0.5: 0.8225 prec@thr=0.5: 0.8261 recall@top3: 0.8732 prec@top3: 0.6304 recall@top5: 0.9891 prec@top5: 0.4217 loss_action_cls: 0.0302 loss: 0.0302 2022/08/08 00:48:13 - mmengine - INFO - Epoch(train) [20][720/1441] lr: 2.0000e-03 eta: 0:10:57 time: 0.8731 data_time: 0.0412 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.8297 prec@thr=0.5: 0.8478 recall@top3: 0.9004 prec@top3: 0.7754 recall@top5: 0.9783 prec@top5: 0.5043 loss_action_cls: 0.0306 loss: 0.0306 2022/08/08 00:48:31 - mmengine - INFO - Epoch(train) [20][740/1441] lr: 2.0000e-03 eta: 0:10:39 time: 0.8684 data_time: 0.0457 memory: 18616 grad_norm: 0.1388 recall@thr=0.5: 0.8059 prec@thr=0.5: 0.8868 recall@top3: 0.8538 prec@top3: 0.7847 recall@top5: 0.9792 prec@top5: 0.5583 loss_action_cls: 0.0285 loss: 0.0285 2022/08/08 00:48:47 - mmengine - INFO - Epoch(train) [20][760/1441] lr: 2.0000e-03 eta: 0:10:20 time: 0.8480 data_time: 0.0401 memory: 18616 grad_norm: 0.1389 recall@thr=0.5: 0.8160 prec@thr=0.5: 0.8361 recall@top3: 0.8017 prec@top3: 0.6463 recall@top5: 0.8946 prec@top5: 0.4490 loss_action_cls: 0.0310 loss: 0.0310 2022/08/08 00:49:05 - mmengine - INFO - Epoch(train) [20][780/1441] lr: 2.0000e-03 eta: 0:10:02 time: 0.8617 data_time: 0.0360 memory: 18616 grad_norm: 0.1375 recall@thr=0.5: 0.8561 prec@thr=0.5: 0.9091 recall@top3: 0.9015 prec@top3: 0.7500 recall@top5: 1.0000 prec@top5: 0.5136 loss_action_cls: 0.0300 loss: 0.0300 2022/08/08 00:49:22 - mmengine - INFO - Epoch(train) [20][800/1441] lr: 2.0000e-03 eta: 0:09:44 time: 0.8702 data_time: 0.0367 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.6782 prec@thr=0.5: 0.7685 recall@top3: 0.8403 prec@top3: 0.6481 recall@top5: 0.9398 prec@top5: 0.4389 loss_action_cls: 0.0301 loss: 0.0301 2022/08/08 00:49:39 - mmengine - INFO - Epoch(train) [20][820/1441] lr: 2.0000e-03 eta: 0:09:26 time: 0.8269 data_time: 0.0431 memory: 18616 grad_norm: 0.1362 recall@thr=0.5: 0.7209 prec@thr=0.5: 0.8643 recall@top3: 0.8043 prec@top3: 0.5426 recall@top5: 0.9070 prec@top5: 0.3721 loss_action_cls: 0.0300 loss: 0.0300 2022/08/08 00:49:56 - mmengine - INFO - Epoch(train) [20][840/1441] lr: 2.0000e-03 eta: 0:09:07 time: 0.8870 data_time: 0.0314 memory: 18616 grad_norm: 0.1362 recall@thr=0.5: 0.8648 prec@thr=0.5: 0.8767 recall@top3: 0.9135 prec@top3: 0.7484 recall@top5: 0.9858 prec@top5: 0.4981 loss_action_cls: 0.0296 loss: 0.0296 2022/08/08 00:50:13 - mmengine - INFO - Epoch(train) [20][860/1441] lr: 2.0000e-03 eta: 0:08:49 time: 0.8495 data_time: 0.0336 memory: 18616 grad_norm: 0.1379 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.8146 recall@top3: 0.9271 prec@top3: 0.6181 recall@top5: 0.9635 prec@top5: 0.3917 loss_action_cls: 0.0288 loss: 0.0288 2022/08/08 00:50:31 - mmengine - INFO - Epoch(train) [20][880/1441] lr: 2.0000e-03 eta: 0:08:31 time: 0.8758 data_time: 0.0480 memory: 18616 grad_norm: 0.1354 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.8519 recall@top3: 0.9296 prec@top3: 0.8148 recall@top5: 0.9778 prec@top5: 0.5200 loss_action_cls: 0.0310 loss: 0.0310 2022/08/08 00:50:48 - mmengine - INFO - Epoch(train) [20][900/1441] lr: 2.0000e-03 eta: 0:08:13 time: 0.8639 data_time: 0.0567 memory: 18616 grad_norm: 0.1389 recall@thr=0.5: 0.8394 prec@thr=0.5: 0.9207 recall@top3: 0.9248 prec@top3: 0.7805 recall@top5: 0.9878 prec@top5: 0.5073 loss_action_cls: 0.0305 loss: 0.0305 2022/08/08 00:51:06 - mmengine - INFO - Epoch(train) [20][920/1441] lr: 2.0000e-03 eta: 0:07:54 time: 0.8744 data_time: 0.0320 memory: 18616 grad_norm: 0.1362 recall@thr=0.5: 0.7992 prec@thr=0.5: 0.7750 recall@top3: 0.8864 prec@top3: 0.6894 recall@top5: 0.9659 prec@top5: 0.4682 loss_action_cls: 0.0347 loss: 0.0347 2022/08/08 00:51:23 - mmengine - INFO - Epoch(train) [20][940/1441] lr: 2.0000e-03 eta: 0:07:36 time: 0.8724 data_time: 0.0469 memory: 18616 grad_norm: 0.1388 recall@thr=0.5: 0.8019 prec@thr=0.5: 0.8778 recall@top3: 0.8352 prec@top3: 0.7259 recall@top5: 0.9370 prec@top5: 0.4933 loss_action_cls: 0.0287 loss: 0.0287 2022/08/08 00:51:40 - mmengine - INFO - Epoch(train) [20][960/1441] lr: 2.0000e-03 eta: 0:07:18 time: 0.8252 data_time: 0.0385 memory: 18616 grad_norm: 0.1406 recall@thr=0.5: 0.7276 prec@thr=0.5: 0.7785 recall@top3: 0.8232 prec@top3: 0.6504 recall@top5: 0.9268 prec@top5: 0.4488 loss_action_cls: 0.0307 loss: 0.0307 2022/08/08 00:51:57 - mmengine - INFO - Epoch(train) [20][980/1441] lr: 2.0000e-03 eta: 0:07:00 time: 0.8438 data_time: 0.0341 memory: 18616 grad_norm: 0.1378 recall@thr=0.5: 0.8986 prec@thr=0.5: 0.8442 recall@top3: 0.9293 prec@top3: 0.6667 recall@top5: 0.9493 prec@top5: 0.4130 loss_action_cls: 0.0304 loss: 0.0304 2022/08/08 00:52:14 - mmengine - INFO - Epoch(train) [20][1000/1441] lr: 2.0000e-03 eta: 0:06:41 time: 0.8760 data_time: 0.0348 memory: 18616 grad_norm: 0.1386 recall@thr=0.5: 0.8009 prec@thr=0.5: 0.8519 recall@top3: 0.9005 prec@top3: 0.6667 recall@top5: 0.9583 prec@top5: 0.4389 loss_action_cls: 0.0270 loss: 0.0270 2022/08/08 00:52:31 - mmengine - INFO - Epoch(train) [20][1020/1441] lr: 2.0000e-03 eta: 0:06:23 time: 0.8496 data_time: 0.0407 memory: 18616 grad_norm: 0.1320 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.8889 recall@top3: 0.8184 prec@top3: 0.7009 recall@top5: 0.9487 prec@top5: 0.4769 loss_action_cls: 0.0292 loss: 0.0292 2022/08/08 00:52:48 - mmengine - INFO - Epoch(train) [20][1040/1441] lr: 2.0000e-03 eta: 0:06:05 time: 0.8500 data_time: 0.0335 memory: 18616 grad_norm: 0.1376 recall@thr=0.5: 0.8262 prec@thr=0.5: 0.8369 recall@top3: 0.8989 prec@top3: 0.7447 recall@top5: 0.9486 prec@top5: 0.4766 loss_action_cls: 0.0295 loss: 0.0295 2022/08/08 00:53:05 - mmengine - INFO - Epoch(train) [20][1060/1441] lr: 2.0000e-03 eta: 0:05:47 time: 0.8640 data_time: 0.0345 memory: 18616 grad_norm: 0.1394 recall@thr=0.5: 0.8009 prec@thr=0.5: 0.9377 recall@top3: 0.9352 prec@top3: 0.8272 recall@top5: 1.0000 prec@top5: 0.5407 loss_action_cls: 0.0309 loss: 0.0309 2022/08/08 00:53:22 - mmengine - INFO - Epoch(train) [20][1080/1441] lr: 2.0000e-03 eta: 0:05:28 time: 0.8569 data_time: 0.0403 memory: 18616 grad_norm: 0.1353 recall@thr=0.5: 0.8286 prec@thr=0.5: 0.8396 recall@top3: 0.9182 prec@top3: 0.7107 recall@top5: 0.9890 prec@top5: 0.4717 loss_action_cls: 0.0267 loss: 0.0267 2022/08/08 00:53:39 - mmengine - INFO - Epoch(train) [20][1100/1441] lr: 2.0000e-03 eta: 0:05:10 time: 0.8468 data_time: 0.0334 memory: 18616 grad_norm: 0.1372 recall@thr=0.5: 0.7151 prec@thr=0.5: 0.9005 recall@top3: 0.8065 prec@top3: 0.7527 recall@top5: 0.9086 prec@top5: 0.5161 loss_action_cls: 0.0298 loss: 0.0298 2022/08/08 00:53:57 - mmengine - INFO - Epoch(train) [20][1120/1441] lr: 2.0000e-03 eta: 0:04:52 time: 0.8940 data_time: 0.0355 memory: 18616 grad_norm: 0.1405 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8015 recall@top3: 0.8021 prec@top3: 0.6071 recall@top5: 0.9226 prec@top5: 0.4393 loss_action_cls: 0.0325 loss: 0.0325 2022/08/08 00:54:14 - mmengine - INFO - Epoch(train) [20][1140/1441] lr: 2.0000e-03 eta: 0:04:34 time: 0.8525 data_time: 0.0369 memory: 18616 grad_norm: 0.1368 recall@thr=0.5: 0.7900 prec@thr=0.5: 0.8907 recall@top3: 0.7893 prec@top3: 0.7556 recall@top5: 0.9315 prec@top5: 0.5600 loss_action_cls: 0.0306 loss: 0.0306 2022/08/08 00:54:32 - mmengine - INFO - Epoch(train) [20][1160/1441] lr: 2.0000e-03 eta: 0:04:16 time: 0.8850 data_time: 0.0391 memory: 18616 grad_norm: 0.1395 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.8458 recall@top3: 0.8458 prec@top3: 0.7167 recall@top5: 0.9875 prec@top5: 0.5100 loss_action_cls: 0.0288 loss: 0.0288 2022/08/08 00:54:49 - mmengine - INFO - Epoch(train) [20][1180/1441] lr: 2.0000e-03 eta: 0:03:57 time: 0.8302 data_time: 0.0309 memory: 18616 grad_norm: 0.1376 recall@thr=0.5: 0.8688 prec@thr=0.5: 0.9025 recall@top3: 0.9220 prec@top3: 0.7730 recall@top5: 0.9858 prec@top5: 0.4979 loss_action_cls: 0.0298 loss: 0.0298 2022/08/08 00:55:06 - mmengine - INFO - Epoch(train) [20][1200/1441] lr: 2.0000e-03 eta: 0:03:39 time: 0.8766 data_time: 0.0400 memory: 18616 grad_norm: 0.1418 recall@thr=0.5: 0.6783 prec@thr=0.5: 0.7950 recall@top3: 0.8167 prec@top3: 0.6733 recall@top5: 0.9217 prec@top5: 0.4720 loss_action_cls: 0.0346 loss: 0.0346 2022/08/08 00:55:24 - mmengine - INFO - Epoch(train) [20][1220/1441] lr: 2.0000e-03 eta: 0:03:21 time: 0.9064 data_time: 0.0359 memory: 18616 grad_norm: 0.1407 recall@thr=0.5: 0.8225 prec@thr=0.5: 0.8370 recall@top3: 0.9040 prec@top3: 0.7319 recall@top5: 1.0000 prec@top5: 0.4870 loss_action_cls: 0.0294 loss: 0.0294 2022/08/08 00:55:42 - mmengine - INFO - Epoch(train) [20][1240/1441] lr: 2.0000e-03 eta: 0:03:03 time: 0.8625 data_time: 0.0383 memory: 18616 grad_norm: 0.1385 recall@thr=0.5: 0.7704 prec@thr=0.5: 0.8099 recall@top3: 0.8435 prec@top3: 0.7211 recall@top5: 0.9320 prec@top5: 0.4816 loss_action_cls: 0.0299 loss: 0.0299 2022/08/08 00:55:58 - mmengine - INFO - Epoch(train) [20][1260/1441] lr: 2.0000e-03 eta: 0:02:44 time: 0.8280 data_time: 0.0407 memory: 18616 grad_norm: 0.1383 recall@thr=0.5: 0.8222 prec@thr=0.5: 0.8037 recall@top3: 0.8852 prec@top3: 0.7111 recall@top5: 1.0000 prec@top5: 0.4933 loss_action_cls: 0.0311 loss: 0.0311 2022/08/08 00:56:15 - mmengine - INFO - Epoch(train) [20][1280/1441] lr: 2.0000e-03 eta: 0:02:26 time: 0.8522 data_time: 0.0342 memory: 18616 grad_norm: 0.1382 recall@thr=0.5: 0.8232 prec@thr=0.5: 0.8313 recall@top3: 0.8618 prec@top3: 0.7480 recall@top5: 0.9451 prec@top5: 0.4976 loss_action_cls: 0.0283 loss: 0.0283 2022/08/08 00:56:32 - mmengine - INFO - Epoch(train) [20][1300/1441] lr: 2.0000e-03 eta: 0:02:08 time: 0.8478 data_time: 0.0377 memory: 18616 grad_norm: 0.1376 recall@thr=0.5: 0.8069 prec@thr=0.5: 0.9431 recall@top3: 0.8902 prec@top3: 0.7561 recall@top5: 0.9533 prec@top5: 0.4878 loss_action_cls: 0.0287 loss: 0.0287 2022/08/08 00:56:49 - mmengine - INFO - Epoch(train) [20][1320/1441] lr: 2.0000e-03 eta: 0:01:50 time: 0.8586 data_time: 0.0463 memory: 18616 grad_norm: 0.1389 recall@thr=0.5: 0.8912 prec@thr=0.5: 0.8599 recall@top3: 0.8707 prec@top3: 0.6803 recall@top5: 0.9728 prec@top5: 0.4694 loss_action_cls: 0.0280 loss: 0.0280 2022/08/08 00:57:07 - mmengine - INFO - Epoch(train) [20][1340/1441] lr: 2.0000e-03 eta: 0:01:31 time: 0.8658 data_time: 0.0395 memory: 18616 grad_norm: 0.1361 recall@thr=0.5: 0.9020 prec@thr=0.5: 0.8830 recall@top3: 0.9547 prec@top3: 0.6550 recall@top5: 0.9956 prec@top5: 0.4211 loss_action_cls: 0.0296 loss: 0.0296 2022/08/08 00:57:24 - mmengine - INFO - Epoch(train) [20][1360/1441] lr: 2.0000e-03 eta: 0:01:13 time: 0.8838 data_time: 0.0372 memory: 18616 grad_norm: 0.1388 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8906 recall@top3: 0.8576 prec@top3: 0.7500 recall@top5: 0.9462 prec@top5: 0.5083 loss_action_cls: 0.0283 loss: 0.0283 2022/08/08 00:57:42 - mmengine - INFO - Epoch(train) [20][1380/1441] lr: 2.0000e-03 eta: 0:00:55 time: 0.8669 data_time: 0.0369 memory: 18616 grad_norm: 0.1389 recall@thr=0.5: 0.7823 prec@thr=0.5: 0.7891 recall@top3: 0.8878 prec@top3: 0.5986 recall@top5: 0.9422 prec@top5: 0.3837 loss_action_cls: 0.0306 loss: 0.0306 2022/08/08 00:57:58 - mmengine - INFO - Epoch(train) [20][1400/1441] lr: 2.0000e-03 eta: 0:00:37 time: 0.8390 data_time: 0.0363 memory: 18616 grad_norm: 0.1369 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.8619 recall@top3: 0.9238 prec@top3: 0.6381 recall@top5: 1.0000 prec@top5: 0.4229 loss_action_cls: 0.0308 loss: 0.0308 2022/08/08 00:58:16 - mmengine - INFO - Epoch(train) [20][1420/1441] lr: 2.0000e-03 eta: 0:00:19 time: 0.8639 data_time: 0.0319 memory: 18616 grad_norm: 0.1372 recall@thr=0.5: 0.8042 prec@thr=0.5: 0.8667 recall@top3: 0.9083 prec@top3: 0.7500 recall@top5: 0.9917 prec@top5: 0.5050 loss_action_cls: 0.0305 loss: 0.0305 2022/08/08 00:58:33 - mmengine - INFO - Epoch(train) [20][1440/1441] lr: 2.0000e-03 eta: 0:00:00 time: 0.8407 data_time: 0.0412 memory: 18616 grad_norm: 0.1411 recall@thr=0.5: 0.8682 prec@thr=0.5: 0.9089 recall@top3: 0.8953 prec@top3: 0.7132 recall@top5: 0.9729 prec@top5: 0.4698 loss_action_cls: 0.0308 loss: 0.0308 2022/08/08 00:58:33 - mmengine - INFO - Exp name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220807_135955 2022/08/08 00:58:33 - mmengine - INFO - Epoch(train) [20][1441/1441] lr: 2.0000e-03 eta: 0:00:00 time: 0.8261 data_time: 0.0418 memory: 9568 grad_norm: 0.1457 recall@thr=0.5: 0.5913 prec@thr=0.5: 0.6746 recall@top3: 0.8175 prec@top3: 0.6984 recall@top5: 0.9841 prec@top5: 0.5143 loss_action_cls: 0.0314 loss: 0.0314 2022/08/08 00:58:33 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/08/08 00:58:39 - mmengine - INFO - Epoch(val) [20][20/6282] eta: 0:07:27 time: 0.0715 data_time: 0.0231 memory: 663 2022/08/08 00:58:40 - mmengine - INFO - Epoch(val) [20][40/6282] eta: 0:05:17 time: 0.0508 data_time: 0.0062 memory: 663 2022/08/08 00:58:41 - mmengine - INFO - Epoch(val) [20][60/6282] eta: 0:05:23 time: 0.0520 data_time: 0.0072 memory: 663 2022/08/08 00:58:42 - mmengine - INFO - Epoch(val) [20][80/6282] eta: 0:05:01 time: 0.0487 data_time: 0.0051 memory: 663 2022/08/08 00:58:43 - mmengine - INFO - Epoch(val) [20][100/6282] eta: 0:04:59 time: 0.0484 data_time: 0.0044 memory: 663 2022/08/08 00:58:44 - mmengine - INFO - Epoch(val) [20][120/6282] eta: 0:05:38 time: 0.0550 data_time: 0.0061 memory: 726 2022/08/08 00:58:45 - mmengine - INFO - Epoch(val) [20][140/6282] eta: 0:06:11 time: 0.0605 data_time: 0.0062 memory: 726 2022/08/08 00:58:47 - mmengine - INFO - Epoch(val) [20][160/6282] eta: 0:05:47 time: 0.0567 data_time: 0.0071 memory: 726 2022/08/08 00:58:48 - mmengine - INFO - Epoch(val) [20][180/6282] eta: 0:06:08 time: 0.0604 data_time: 0.0075 memory: 726 2022/08/08 00:58:49 - mmengine - INFO - Epoch(val) [20][200/6282] eta: 0:06:13 time: 0.0615 data_time: 0.0077 memory: 726 2022/08/08 00:58:51 - mmengine - INFO - Epoch(val) [20][220/6282] eta: 0:09:26 time: 0.0935 data_time: 0.0085 memory: 676 2022/08/08 00:58:52 - mmengine - INFO - Epoch(val) [20][240/6282] eta: 0:05:40 time: 0.0564 data_time: 0.0079 memory: 676 2022/08/08 00:58:53 - mmengine - INFO - Epoch(val) [20][260/6282] eta: 0:05:10 time: 0.0516 data_time: 0.0060 memory: 676 2022/08/08 00:58:54 - mmengine - INFO - Epoch(val) [20][280/6282] eta: 0:04:48 time: 0.0481 data_time: 0.0062 memory: 676 2022/08/08 00:58:55 - mmengine - INFO - Epoch(val) [20][300/6282] eta: 0:05:53 time: 0.0591 data_time: 0.0107 memory: 726 2022/08/08 00:58:57 - mmengine - INFO - Epoch(val) [20][320/6282] eta: 0:08:44 time: 0.0879 data_time: 0.0381 memory: 726 2022/08/08 00:58:59 - mmengine - INFO - Epoch(val) [20][340/6282] eta: 0:08:11 time: 0.0827 data_time: 0.0283 memory: 726 2022/08/08 00:59:01 - mmengine - INFO - Epoch(val) [20][360/6282] eta: 0:08:57 time: 0.0908 data_time: 0.0329 memory: 726 2022/08/08 00:59:02 - mmengine - INFO - Epoch(val) [20][380/6282] eta: 0:08:54 time: 0.0905 data_time: 0.0345 memory: 726 2022/08/08 00:59:04 - mmengine - INFO - Epoch(val) [20][400/6282] eta: 0:06:49 time: 0.0696 data_time: 0.0171 memory: 726 2022/08/08 00:59:05 - mmengine - INFO - Epoch(val) [20][420/6282] eta: 0:05:15 time: 0.0538 data_time: 0.0041 memory: 677 2022/08/08 00:59:06 - mmengine - INFO - Epoch(val) [20][440/6282] eta: 0:05:33 time: 0.0571 data_time: 0.0070 memory: 677 2022/08/08 00:59:07 - mmengine - INFO - Epoch(val) [20][460/6282] eta: 0:05:25 time: 0.0560 data_time: 0.0069 memory: 677 2022/08/08 00:59:08 - mmengine - INFO - Epoch(val) [20][480/6282] eta: 0:05:26 time: 0.0563 data_time: 0.0071 memory: 677 2022/08/08 00:59:09 - mmengine - INFO - Epoch(val) [20][500/6282] eta: 0:05:03 time: 0.0524 data_time: 0.0052 memory: 677 2022/08/08 00:59:11 - mmengine - INFO - Epoch(val) [20][520/6282] eta: 0:07:52 time: 0.0821 data_time: 0.0086 memory: 676 2022/08/08 00:59:12 - mmengine - INFO - Epoch(val) [20][540/6282] eta: 0:04:51 time: 0.0507 data_time: 0.0059 memory: 676 2022/08/08 00:59:13 - mmengine - INFO - Epoch(val) [20][560/6282] eta: 0:04:47 time: 0.0502 data_time: 0.0063 memory: 676 2022/08/08 00:59:14 - mmengine - INFO - Epoch(val) [20][580/6282] eta: 0:04:51 time: 0.0511 data_time: 0.0074 memory: 676 2022/08/08 00:59:15 - mmengine - INFO - Epoch(val) [20][600/6282] eta: 0:04:49 time: 0.0509 data_time: 0.0062 memory: 676 2022/08/08 00:59:16 - mmengine - INFO - Epoch(val) [20][620/6282] eta: 0:04:32 time: 0.0481 data_time: 0.0061 memory: 676 2022/08/08 00:59:17 - mmengine - INFO - Epoch(val) [20][640/6282] eta: 0:04:13 time: 0.0449 data_time: 0.0045 memory: 670 2022/08/08 00:59:18 - mmengine - INFO - Epoch(val) [20][660/6282] eta: 0:04:24 time: 0.0471 data_time: 0.0049 memory: 670 2022/08/08 00:59:19 - mmengine - INFO - Epoch(val) [20][680/6282] eta: 0:04:13 time: 0.0452 data_time: 0.0050 memory: 670 2022/08/08 00:59:20 - mmengine - INFO - Epoch(val) [20][700/6282] eta: 0:04:07 time: 0.0444 data_time: 0.0037 memory: 670 2022/08/08 00:59:22 - mmengine - INFO - Epoch(val) [20][720/6282] eta: 0:11:25 time: 0.1233 data_time: 0.0773 memory: 726 2022/08/08 00:59:26 - mmengine - INFO - Epoch(val) [20][740/6282] eta: 0:15:11 time: 0.1646 data_time: 0.1165 memory: 726 2022/08/08 00:59:29 - mmengine - INFO - Epoch(val) [20][760/6282] eta: 0:14:52 time: 0.1617 data_time: 0.1129 memory: 726 2022/08/08 00:59:32 - mmengine - INFO - Epoch(val) [20][780/6282] eta: 0:15:18 time: 0.1670 data_time: 0.0588 memory: 726 2022/08/08 00:59:36 - mmengine - INFO - Epoch(val) [20][800/6282] eta: 0:14:51 time: 0.1627 data_time: 0.1047 memory: 726 2022/08/08 00:59:37 - mmengine - INFO - Epoch(val) [20][820/6282] eta: 0:08:46 time: 0.0964 data_time: 0.0451 memory: 726 2022/08/08 00:59:39 - mmengine - INFO - Epoch(val) [20][840/6282] eta: 0:04:28 time: 0.0494 data_time: 0.0052 memory: 676 2022/08/08 00:59:40 - mmengine - INFO - Epoch(val) [20][860/6282] eta: 0:04:55 time: 0.0545 data_time: 0.0070 memory: 676 2022/08/08 00:59:41 - mmengine - INFO - Epoch(val) [20][880/6282] eta: 0:04:43 time: 0.0525 data_time: 0.0057 memory: 676 2022/08/08 00:59:42 - mmengine - INFO - Epoch(val) [20][900/6282] eta: 0:04:34 time: 0.0510 data_time: 0.0038 memory: 676 2022/08/08 00:59:43 - mmengine - INFO - Epoch(val) [20][920/6282] eta: 0:04:44 time: 0.0531 data_time: 0.0048 memory: 676 2022/08/08 00:59:44 - mmengine - INFO - Epoch(val) [20][940/6282] eta: 0:06:21 time: 0.0715 data_time: 0.0067 memory: 663 2022/08/08 00:59:45 - mmengine - INFO - Epoch(val) [20][960/6282] eta: 0:04:43 time: 0.0533 data_time: 0.0057 memory: 663 2022/08/08 00:59:46 - mmengine - INFO - Epoch(val) [20][980/6282] eta: 0:04:40 time: 0.0529 data_time: 0.0066 memory: 663 2022/08/08 00:59:47 - mmengine - INFO - Epoch(val) [20][1000/6282] eta: 0:04:38 time: 0.0527 data_time: 0.0062 memory: 663 2022/08/08 00:59:48 - mmengine - INFO - Epoch(val) [20][1020/6282] eta: 0:04:30 time: 0.0514 data_time: 0.0055 memory: 676 2022/08/08 00:59:50 - mmengine - INFO - Epoch(val) [20][1040/6282] eta: 0:04:37 time: 0.0529 data_time: 0.0082 memory: 676 2022/08/08 00:59:51 - mmengine - INFO - Epoch(val) [20][1060/6282] eta: 0:05:37 time: 0.0646 data_time: 0.0054 memory: 676 2022/08/08 00:59:52 - mmengine - INFO - Epoch(val) [20][1080/6282] eta: 0:04:43 time: 0.0545 data_time: 0.0057 memory: 676 2022/08/08 00:59:53 - mmengine - INFO - Epoch(val) [20][1100/6282] eta: 0:05:05 time: 0.0590 data_time: 0.0088 memory: 676 2022/08/08 00:59:54 - mmengine - INFO - Epoch(val) [20][1120/6282] eta: 0:04:33 time: 0.0529 data_time: 0.0070 memory: 676 2022/08/08 00:59:55 - mmengine - INFO - Epoch(val) [20][1140/6282] eta: 0:04:53 time: 0.0570 data_time: 0.0078 memory: 676 2022/08/08 00:59:56 - mmengine - INFO - Epoch(val) [20][1160/6282] eta: 0:03:52 time: 0.0454 data_time: 0.0050 memory: 676 2022/08/08 00:59:57 - mmengine - INFO - Epoch(val) [20][1180/6282] eta: 0:03:59 time: 0.0470 data_time: 0.0046 memory: 676 2022/08/08 00:59:58 - mmengine - INFO - Epoch(val) [20][1200/6282] eta: 0:03:48 time: 0.0450 data_time: 0.0045 memory: 676 2022/08/08 00:59:59 - mmengine - INFO - Epoch(val) [20][1220/6282] eta: 0:04:10 time: 0.0495 data_time: 0.0057 memory: 676 2022/08/08 01:00:03 - mmengine - INFO - Epoch(val) [20][1240/6282] eta: 0:14:27 time: 0.1721 data_time: 0.1237 memory: 726 2022/08/08 01:00:06 - mmengine - INFO - Epoch(val) [20][1260/6282] eta: 0:11:48 time: 0.1412 data_time: 0.0934 memory: 726 2022/08/08 01:00:09 - mmengine - INFO - Epoch(val) [20][1280/6282] eta: 0:14:38 time: 0.1756 data_time: 0.1302 memory: 726 2022/08/08 01:00:12 - mmengine - INFO - Epoch(val) [20][1300/6282] eta: 0:11:45 time: 0.1417 data_time: 0.0545 memory: 726 2022/08/08 01:00:15 - mmengine - INFO - Epoch(val) [20][1320/6282] eta: 0:13:34 time: 0.1641 data_time: 0.1149 memory: 726 2022/08/08 01:00:18 - mmengine - INFO - Epoch(val) [20][1340/6282] eta: 0:11:51 time: 0.1440 data_time: 0.0960 memory: 726 2022/08/08 01:00:22 - mmengine - INFO - Epoch(val) [20][1360/6282] eta: 0:14:27 time: 0.1762 data_time: 0.1266 memory: 726 2022/08/08 01:00:24 - mmengine - INFO - Epoch(val) [20][1380/6282] eta: 0:10:54 time: 0.1335 data_time: 0.0863 memory: 726 2022/08/08 01:00:28 - mmengine - INFO - Epoch(val) [20][1400/6282] eta: 0:13:04 time: 0.1606 data_time: 0.1153 memory: 726 2022/08/08 01:00:30 - mmengine - INFO - Epoch(val) [20][1420/6282] eta: 0:09:32 time: 0.1178 data_time: 0.0417 memory: 726 2022/08/08 01:00:32 - mmengine - INFO - Epoch(val) [20][1440/6282] eta: 0:06:33 time: 0.0812 data_time: 0.0303 memory: 726 2022/08/08 01:00:33 - mmengine - INFO - Epoch(val) [20][1460/6282] eta: 0:04:58 time: 0.0620 data_time: 0.0090 memory: 726 2022/08/08 01:00:34 - mmengine - INFO - Epoch(val) [20][1480/6282] eta: 0:04:57 time: 0.0619 data_time: 0.0075 memory: 726 2022/08/08 01:00:35 - mmengine - INFO - Epoch(val) [20][1500/6282] eta: 0:05:05 time: 0.0638 data_time: 0.0065 memory: 726 2022/08/08 01:00:37 - mmengine - INFO - Epoch(val) [20][1520/6282] eta: 0:05:13 time: 0.0659 data_time: 0.0086 memory: 798 2022/08/08 01:00:38 - mmengine - INFO - Epoch(val) [20][1540/6282] eta: 0:06:07 time: 0.0776 data_time: 0.0093 memory: 798 2022/08/08 01:00:40 - mmengine - INFO - Epoch(val) [20][1560/6282] eta: 0:05:53 time: 0.0748 data_time: 0.0110 memory: 798 2022/08/08 01:00:42 - mmengine - INFO - Epoch(val) [20][1580/6282] eta: 0:07:34 time: 0.0966 data_time: 0.0062 memory: 798 2022/08/08 01:00:43 - mmengine - INFO - Epoch(val) [20][1600/6282] eta: 0:05:34 time: 0.0715 data_time: 0.0084 memory: 798 2022/08/08 01:00:45 - mmengine - INFO - Epoch(val) [20][1620/6282] eta: 0:05:15 time: 0.0676 data_time: 0.0090 memory: 798 2022/08/08 01:00:46 - mmengine - INFO - Epoch(val) [20][1640/6282] eta: 0:04:32 time: 0.0588 data_time: 0.0085 memory: 726 2022/08/08 01:00:47 - mmengine - INFO - Epoch(val) [20][1660/6282] eta: 0:04:27 time: 0.0578 data_time: 0.0060 memory: 726 2022/08/08 01:00:48 - mmengine - INFO - Epoch(val) [20][1680/6282] eta: 0:04:10 time: 0.0545 data_time: 0.0052 memory: 726 2022/08/08 01:00:49 - mmengine - INFO - Epoch(val) [20][1700/6282] eta: 0:04:10 time: 0.0546 data_time: 0.0069 memory: 726 2022/08/08 01:00:50 - mmengine - INFO - Epoch(val) [20][1720/6282] eta: 0:04:10 time: 0.0549 data_time: 0.0058 memory: 726 2022/08/08 01:00:52 - mmengine - INFO - Epoch(val) [20][1740/6282] eta: 0:04:32 time: 0.0599 data_time: 0.0087 memory: 726 2022/08/08 01:00:53 - mmengine - INFO - Epoch(val) [20][1760/6282] eta: 0:03:59 time: 0.0529 data_time: 0.0059 memory: 726 2022/08/08 01:00:54 - mmengine - INFO - Epoch(val) [20][1780/6282] eta: 0:04:15 time: 0.0568 data_time: 0.0055 memory: 726 2022/08/08 01:00:55 - mmengine - INFO - Epoch(val) [20][1800/6282] eta: 0:04:00 time: 0.0538 data_time: 0.0052 memory: 726 2022/08/08 01:00:56 - mmengine - INFO - Epoch(val) [20][1820/6282] eta: 0:04:05 time: 0.0549 data_time: 0.0051 memory: 726 2022/08/08 01:00:58 - mmengine - INFO - Epoch(val) [20][1840/6282] eta: 0:05:49 time: 0.0787 data_time: 0.0293 memory: 726 2022/08/08 01:01:01 - mmengine - INFO - Epoch(val) [20][1860/6282] eta: 0:13:03 time: 0.1771 data_time: 0.1070 memory: 726 2022/08/08 01:01:04 - mmengine - INFO - Epoch(val) [20][1880/6282] eta: 0:10:08 time: 0.1381 data_time: 0.0920 memory: 726 2022/08/08 01:01:07 - mmengine - INFO - Epoch(val) [20][1900/6282] eta: 0:11:40 time: 0.1598 data_time: 0.1075 memory: 726 2022/08/08 01:01:10 - mmengine - INFO - Epoch(val) [20][1920/6282] eta: 0:09:40 time: 0.1331 data_time: 0.0812 memory: 726 2022/08/08 01:01:12 - mmengine - INFO - Epoch(val) [20][1940/6282] eta: 0:09:02 time: 0.1248 data_time: 0.0677 memory: 726 2022/08/08 01:01:13 - mmengine - INFO - Epoch(val) [20][1960/6282] eta: 0:03:42 time: 0.0516 data_time: 0.0067 memory: 677 2022/08/08 01:01:15 - mmengine - INFO - Epoch(val) [20][1980/6282] eta: 0:04:05 time: 0.0571 data_time: 0.0058 memory: 677 2022/08/08 01:01:16 - mmengine - INFO - Epoch(val) [20][2000/6282] eta: 0:04:03 time: 0.0568 data_time: 0.0064 memory: 677 2022/08/08 01:01:17 - mmengine - INFO - Epoch(val) [20][2020/6282] eta: 0:03:48 time: 0.0536 data_time: 0.0057 memory: 677 2022/08/08 01:01:18 - mmengine - INFO - Epoch(val) [20][2040/6282] eta: 0:03:55 time: 0.0555 data_time: 0.0066 memory: 677 2022/08/08 01:01:19 - mmengine - INFO - Epoch(val) [20][2060/6282] eta: 0:04:05 time: 0.0581 data_time: 0.0072 memory: 677 2022/08/08 01:01:20 - mmengine - INFO - Epoch(val) [20][2080/6282] eta: 0:03:53 time: 0.0557 data_time: 0.0071 memory: 677 2022/08/08 01:01:22 - mmengine - INFO - Epoch(val) [20][2100/6282] eta: 0:05:18 time: 0.0761 data_time: 0.0064 memory: 677 2022/08/08 01:01:23 - mmengine - INFO - Epoch(val) [20][2120/6282] eta: 0:03:32 time: 0.0511 data_time: 0.0056 memory: 677 2022/08/08 01:01:24 - mmengine - INFO - Epoch(val) [20][2140/6282] eta: 0:03:48 time: 0.0552 data_time: 0.0058 memory: 677 2022/08/08 01:01:25 - mmengine - INFO - Epoch(val) [20][2160/6282] eta: 0:03:32 time: 0.0516 data_time: 0.0054 memory: 676 2022/08/08 01:01:26 - mmengine - INFO - Epoch(val) [20][2180/6282] eta: 0:03:32 time: 0.0517 data_time: 0.0064 memory: 676 2022/08/08 01:01:27 - mmengine - INFO - Epoch(val) [20][2200/6282] eta: 0:03:32 time: 0.0522 data_time: 0.0041 memory: 676 2022/08/08 01:01:28 - mmengine - INFO - Epoch(val) [20][2220/6282] eta: 0:03:22 time: 0.0499 data_time: 0.0052 memory: 676 2022/08/08 01:01:29 - mmengine - INFO - Epoch(val) [20][2240/6282] eta: 0:03:34 time: 0.0531 data_time: 0.0062 memory: 676 2022/08/08 01:01:30 - mmengine - INFO - Epoch(val) [20][2260/6282] eta: 0:03:40 time: 0.0547 data_time: 0.0071 memory: 677 2022/08/08 01:01:31 - mmengine - INFO - Epoch(val) [20][2280/6282] eta: 0:03:54 time: 0.0585 data_time: 0.0058 memory: 677 2022/08/08 01:01:33 - mmengine - INFO - Epoch(val) [20][2300/6282] eta: 0:03:42 time: 0.0558 data_time: 0.0048 memory: 677 2022/08/08 01:01:34 - mmengine - INFO - Epoch(val) [20][2320/6282] eta: 0:03:19 time: 0.0502 data_time: 0.0042 memory: 677 2022/08/08 01:01:35 - mmengine - INFO - Epoch(val) [20][2340/6282] eta: 0:03:37 time: 0.0551 data_time: 0.0073 memory: 677 2022/08/08 01:01:36 - mmengine - INFO - Epoch(val) [20][2360/6282] eta: 0:03:32 time: 0.0542 data_time: 0.0046 memory: 676 2022/08/08 01:01:37 - mmengine - INFO - Epoch(val) [20][2380/6282] eta: 0:03:26 time: 0.0529 data_time: 0.0082 memory: 676 2022/08/08 01:01:38 - mmengine - INFO - Epoch(val) [20][2400/6282] eta: 0:03:51 time: 0.0597 data_time: 0.0080 memory: 676 2022/08/08 01:01:39 - mmengine - INFO - Epoch(val) [20][2420/6282] eta: 0:03:10 time: 0.0493 data_time: 0.0050 memory: 676 2022/08/08 01:01:40 - mmengine - INFO - Epoch(val) [20][2440/6282] eta: 0:03:15 time: 0.0509 data_time: 0.0055 memory: 676 2022/08/08 01:01:42 - mmengine - INFO - Epoch(val) [20][2460/6282] eta: 0:05:26 time: 0.0854 data_time: 0.0139 memory: 726 2022/08/08 01:01:44 - mmengine - INFO - Epoch(val) [20][2480/6282] eta: 0:05:17 time: 0.0835 data_time: 0.0305 memory: 726 2022/08/08 01:01:45 - mmengine - INFO - Epoch(val) [20][2500/6282] eta: 0:05:33 time: 0.0883 data_time: 0.0367 memory: 726 2022/08/08 01:01:47 - mmengine - INFO - Epoch(val) [20][2520/6282] eta: 0:05:14 time: 0.0835 data_time: 0.0339 memory: 726 2022/08/08 01:01:49 - mmengine - INFO - Epoch(val) [20][2540/6282] eta: 0:07:22 time: 0.1182 data_time: 0.0685 memory: 726 2022/08/08 01:01:52 - mmengine - INFO - Epoch(val) [20][2560/6282] eta: 0:09:08 time: 0.1475 data_time: 0.0860 memory: 726 2022/08/08 01:01:56 - mmengine - INFO - Epoch(val) [20][2580/6282] eta: 0:10:03 time: 0.1631 data_time: 0.1127 memory: 726 2022/08/08 01:01:58 - mmengine - INFO - Epoch(val) [20][2600/6282] eta: 0:08:35 time: 0.1401 data_time: 0.0943 memory: 726 2022/08/08 01:02:02 - mmengine - INFO - Epoch(val) [20][2620/6282] eta: 0:09:43 time: 0.1594 data_time: 0.1087 memory: 726 2022/08/08 01:02:05 - mmengine - INFO - Epoch(val) [20][2640/6282] eta: 0:09:32 time: 0.1572 data_time: 0.1023 memory: 726 2022/08/08 01:02:06 - mmengine - INFO - Epoch(val) [20][2660/6282] eta: 0:04:18 time: 0.0713 data_time: 0.0090 memory: 791 2022/08/08 01:02:08 - mmengine - INFO - Epoch(val) [20][2680/6282] eta: 0:04:32 time: 0.0757 data_time: 0.0146 memory: 791 2022/08/08 01:02:09 - mmengine - INFO - Epoch(val) [20][2700/6282] eta: 0:04:08 time: 0.0694 data_time: 0.0072 memory: 791 2022/08/08 01:02:11 - mmengine - INFO - Epoch(val) [20][2720/6282] eta: 0:05:13 time: 0.0881 data_time: 0.0131 memory: 791 2022/08/08 01:02:12 - mmengine - INFO - Epoch(val) [20][2740/6282] eta: 0:04:00 time: 0.0679 data_time: 0.0061 memory: 791 2022/08/08 01:02:13 - mmengine - INFO - Epoch(val) [20][2760/6282] eta: 0:03:10 time: 0.0540 data_time: 0.0068 memory: 677 2022/08/08 01:02:14 - mmengine - INFO - Epoch(val) [20][2780/6282] eta: 0:02:58 time: 0.0509 data_time: 0.0041 memory: 677 2022/08/08 01:02:16 - mmengine - INFO - Epoch(val) [20][2800/6282] eta: 0:03:36 time: 0.0623 data_time: 0.0074 memory: 677 2022/08/08 01:02:17 - mmengine - INFO - Epoch(val) [20][2820/6282] eta: 0:02:58 time: 0.0516 data_time: 0.0057 memory: 677 2022/08/08 01:02:18 - mmengine - INFO - Epoch(val) [20][2840/6282] eta: 0:03:00 time: 0.0523 data_time: 0.0056 memory: 677 2022/08/08 01:02:19 - mmengine - INFO - Epoch(val) [20][2860/6282] eta: 0:04:24 time: 0.0774 data_time: 0.0303 memory: 726 2022/08/08 01:02:21 - mmengine - INFO - Epoch(val) [20][2880/6282] eta: 0:05:32 time: 0.0978 data_time: 0.0319 memory: 726 2022/08/08 01:02:23 - mmengine - INFO - Epoch(val) [20][2900/6282] eta: 0:03:16 time: 0.0581 data_time: 0.0063 memory: 726 2022/08/08 01:02:24 - mmengine - INFO - Epoch(val) [20][2920/6282] eta: 0:02:51 time: 0.0511 data_time: 0.0050 memory: 726 2022/08/08 01:02:25 - mmengine - INFO - Epoch(val) [20][2940/6282] eta: 0:02:57 time: 0.0530 data_time: 0.0058 memory: 698 2022/08/08 01:02:26 - mmengine - INFO - Epoch(val) [20][2960/6282] eta: 0:02:57 time: 0.0533 data_time: 0.0064 memory: 698 2022/08/08 01:02:27 - mmengine - INFO - Epoch(val) [20][2980/6282] eta: 0:02:47 time: 0.0507 data_time: 0.0066 memory: 698 2022/08/08 01:02:28 - mmengine - INFO - Epoch(val) [20][3000/6282] eta: 0:02:41 time: 0.0493 data_time: 0.0043 memory: 698 2022/08/08 01:02:29 - mmengine - INFO - Epoch(val) [20][3020/6282] eta: 0:02:54 time: 0.0534 data_time: 0.0058 memory: 726 2022/08/08 01:02:30 - mmengine - INFO - Epoch(val) [20][3040/6282] eta: 0:02:44 time: 0.0508 data_time: 0.0050 memory: 726 2022/08/08 01:02:31 - mmengine - INFO - Epoch(val) [20][3060/6282] eta: 0:03:08 time: 0.0585 data_time: 0.0050 memory: 726 2022/08/08 01:02:32 - mmengine - INFO - Epoch(val) [20][3080/6282] eta: 0:03:11 time: 0.0598 data_time: 0.0064 memory: 726 2022/08/08 01:02:33 - mmengine - INFO - Epoch(val) [20][3100/6282] eta: 0:02:58 time: 0.0562 data_time: 0.0068 memory: 726 2022/08/08 01:02:35 - mmengine - INFO - Epoch(val) [20][3120/6282] eta: 0:02:54 time: 0.0553 data_time: 0.0053 memory: 677 2022/08/08 01:02:36 - mmengine - INFO - Epoch(val) [20][3140/6282] eta: 0:02:46 time: 0.0529 data_time: 0.0056 memory: 677 2022/08/08 01:02:37 - mmengine - INFO - Epoch(val) [20][3160/6282] eta: 0:03:01 time: 0.0583 data_time: 0.0077 memory: 677 2022/08/08 01:02:38 - mmengine - INFO - Epoch(val) [20][3180/6282] eta: 0:02:38 time: 0.0512 data_time: 0.0054 memory: 677 2022/08/08 01:02:39 - mmengine - INFO - Epoch(val) [20][3200/6282] eta: 0:03:21 time: 0.0653 data_time: 0.0110 memory: 726 2022/08/08 01:02:41 - mmengine - INFO - Epoch(val) [20][3220/6282] eta: 0:05:19 time: 0.1042 data_time: 0.0275 memory: 726 2022/08/08 01:02:43 - mmengine - INFO - Epoch(val) [20][3240/6282] eta: 0:03:15 time: 0.0643 data_time: 0.0091 memory: 726 2022/08/08 01:02:44 - mmengine - INFO - Epoch(val) [20][3260/6282] eta: 0:04:06 time: 0.0816 data_time: 0.0285 memory: 726 2022/08/08 01:02:46 - mmengine - INFO - Epoch(val) [20][3280/6282] eta: 0:03:19 time: 0.0663 data_time: 0.0148 memory: 726 2022/08/08 01:02:47 - mmengine - INFO - Epoch(val) [20][3300/6282] eta: 0:02:51 time: 0.0576 data_time: 0.0064 memory: 726 2022/08/08 01:02:48 - mmengine - INFO - Epoch(val) [20][3320/6282] eta: 0:02:59 time: 0.0605 data_time: 0.0061 memory: 726 2022/08/08 01:02:49 - mmengine - INFO - Epoch(val) [20][3340/6282] eta: 0:02:54 time: 0.0592 data_time: 0.0077 memory: 726 2022/08/08 01:02:50 - mmengine - INFO - Epoch(val) [20][3360/6282] eta: 0:02:50 time: 0.0585 data_time: 0.0066 memory: 726 2022/08/08 01:02:52 - mmengine - INFO - Epoch(val) [20][3380/6282] eta: 0:03:24 time: 0.0705 data_time: 0.0068 memory: 726 2022/08/08 01:02:53 - mmengine - INFO - Epoch(val) [20][3400/6282] eta: 0:02:33 time: 0.0532 data_time: 0.0072 memory: 676 2022/08/08 01:02:54 - mmengine - INFO - Epoch(val) [20][3420/6282] eta: 0:02:38 time: 0.0554 data_time: 0.0062 memory: 676 2022/08/08 01:02:55 - mmengine - INFO - Epoch(val) [20][3440/6282] eta: 0:02:19 time: 0.0492 data_time: 0.0056 memory: 676 2022/08/08 01:02:56 - mmengine - INFO - Epoch(val) [20][3460/6282] eta: 0:02:21 time: 0.0502 data_time: 0.0046 memory: 676 2022/08/08 01:02:57 - mmengine - INFO - Epoch(val) [20][3480/6282] eta: 0:02:20 time: 0.0500 data_time: 0.0040 memory: 676 2022/08/08 01:02:58 - mmengine - INFO - Epoch(val) [20][3500/6282] eta: 0:03:22 time: 0.0727 data_time: 0.0050 memory: 676 2022/08/08 01:03:00 - mmengine - INFO - Epoch(val) [20][3520/6282] eta: 0:02:18 time: 0.0501 data_time: 0.0064 memory: 676 2022/08/08 01:03:01 - mmengine - INFO - Epoch(val) [20][3540/6282] eta: 0:02:19 time: 0.0507 data_time: 0.0049 memory: 676 2022/08/08 01:03:01 - mmengine - INFO - Epoch(val) [20][3560/6282] eta: 0:02:05 time: 0.0462 data_time: 0.0048 memory: 676 2022/08/08 01:03:02 - mmengine - INFO - Epoch(val) [20][3580/6282] eta: 0:02:13 time: 0.0493 data_time: 0.0054 memory: 712 2022/08/08 01:03:04 - mmengine - INFO - Epoch(val) [20][3600/6282] eta: 0:02:19 time: 0.0519 data_time: 0.0072 memory: 712 2022/08/08 01:03:05 - mmengine - INFO - Epoch(val) [20][3620/6282] eta: 0:02:21 time: 0.0532 data_time: 0.0065 memory: 712 2022/08/08 01:03:06 - mmengine - INFO - Epoch(val) [20][3640/6282] eta: 0:02:27 time: 0.0560 data_time: 0.0064 memory: 712 2022/08/08 01:03:07 - mmengine - INFO - Epoch(val) [20][3660/6282] eta: 0:02:25 time: 0.0556 data_time: 0.0060 memory: 712 2022/08/08 01:03:08 - mmengine - INFO - Epoch(val) [20][3680/6282] eta: 0:02:52 time: 0.0662 data_time: 0.0169 memory: 726 2022/08/08 01:03:11 - mmengine - INFO - Epoch(val) [20][3700/6282] eta: 0:06:13 time: 0.1448 data_time: 0.0240 memory: 726 2022/08/08 01:03:12 - mmengine - INFO - Epoch(val) [20][3720/6282] eta: 0:02:40 time: 0.0625 data_time: 0.0064 memory: 726 2022/08/08 01:03:14 - mmengine - INFO - Epoch(val) [20][3740/6282] eta: 0:03:29 time: 0.0825 data_time: 0.0266 memory: 726 2022/08/08 01:03:16 - mmengine - INFO - Epoch(val) [20][3760/6282] eta: 0:03:41 time: 0.0880 data_time: 0.0359 memory: 726 2022/08/08 01:03:18 - mmengine - INFO - Epoch(val) [20][3780/6282] eta: 0:03:30 time: 0.0843 data_time: 0.0295 memory: 726 2022/08/08 01:03:19 - mmengine - INFO - Epoch(val) [20][3800/6282] eta: 0:03:18 time: 0.0802 data_time: 0.0328 memory: 726 2022/08/08 01:03:21 - mmengine - INFO - Epoch(val) [20][3820/6282] eta: 0:04:06 time: 0.1000 data_time: 0.0444 memory: 726 2022/08/08 01:03:23 - mmengine - INFO - Epoch(val) [20][3840/6282] eta: 0:03:17 time: 0.0810 data_time: 0.0318 memory: 726 2022/08/08 01:03:25 - mmengine - INFO - Epoch(val) [20][3860/6282] eta: 0:03:38 time: 0.0902 data_time: 0.0411 memory: 726 2022/08/08 01:03:26 - mmengine - INFO - Epoch(val) [20][3880/6282] eta: 0:03:19 time: 0.0831 data_time: 0.0318 memory: 726 2022/08/08 01:03:28 - mmengine - INFO - Epoch(val) [20][3900/6282] eta: 0:03:19 time: 0.0837 data_time: 0.0317 memory: 726 2022/08/08 01:03:30 - mmengine - INFO - Epoch(val) [20][3920/6282] eta: 0:02:58 time: 0.0754 data_time: 0.0237 memory: 726 2022/08/08 01:03:32 - mmengine - INFO - Epoch(val) [20][3940/6282] eta: 0:03:55 time: 0.1004 data_time: 0.0221 memory: 726 2022/08/08 01:03:33 - mmengine - INFO - Epoch(val) [20][3960/6282] eta: 0:02:14 time: 0.0577 data_time: 0.0057 memory: 726 2022/08/08 01:03:34 - mmengine - INFO - Epoch(val) [20][3980/6282] eta: 0:02:18 time: 0.0601 data_time: 0.0073 memory: 726 2022/08/08 01:03:35 - mmengine - INFO - Epoch(val) [20][4000/6282] eta: 0:02:08 time: 0.0562 data_time: 0.0065 memory: 726 2022/08/08 01:03:36 - mmengine - INFO - Epoch(val) [20][4020/6282] eta: 0:01:53 time: 0.0501 data_time: 0.0044 memory: 726 2022/08/08 01:03:37 - mmengine - INFO - Epoch(val) [20][4040/6282] eta: 0:01:58 time: 0.0527 data_time: 0.0058 memory: 791 2022/08/08 01:03:38 - mmengine - INFO - Epoch(val) [20][4060/6282] eta: 0:02:06 time: 0.0571 data_time: 0.0047 memory: 791 2022/08/08 01:03:40 - mmengine - INFO - Epoch(val) [20][4080/6282] eta: 0:02:08 time: 0.0585 data_time: 0.0059 memory: 791 2022/08/08 01:03:41 - mmengine - INFO - Epoch(val) [20][4100/6282] eta: 0:02:20 time: 0.0643 data_time: 0.0066 memory: 791 2022/08/08 01:03:42 - mmengine - INFO - Epoch(val) [20][4120/6282] eta: 0:02:27 time: 0.0682 data_time: 0.0073 memory: 791 2022/08/08 01:03:44 - mmengine - INFO - Epoch(val) [20][4140/6282] eta: 0:02:22 time: 0.0667 data_time: 0.0069 memory: 791 2022/08/08 01:03:45 - mmengine - INFO - Epoch(val) [20][4160/6282] eta: 0:02:44 time: 0.0775 data_time: 0.0047 memory: 676 2022/08/08 01:03:46 - mmengine - INFO - Epoch(val) [20][4180/6282] eta: 0:01:44 time: 0.0496 data_time: 0.0068 memory: 676 2022/08/08 01:03:47 - mmengine - INFO - Epoch(val) [20][4200/6282] eta: 0:01:49 time: 0.0528 data_time: 0.0048 memory: 676 2022/08/08 01:03:48 - mmengine - INFO - Epoch(val) [20][4220/6282] eta: 0:01:52 time: 0.0544 data_time: 0.0076 memory: 676 2022/08/08 01:03:49 - mmengine - INFO - Epoch(val) [20][4240/6282] eta: 0:01:49 time: 0.0535 data_time: 0.0050 memory: 677 2022/08/08 01:03:51 - mmengine - INFO - Epoch(val) [20][4260/6282] eta: 0:01:46 time: 0.0529 data_time: 0.0056 memory: 677 2022/08/08 01:03:52 - mmengine - INFO - Epoch(val) [20][4280/6282] eta: 0:01:45 time: 0.0528 data_time: 0.0051 memory: 677 2022/08/08 01:03:53 - mmengine - INFO - Epoch(val) [20][4300/6282] eta: 0:01:44 time: 0.0530 data_time: 0.0046 memory: 677 2022/08/08 01:03:54 - mmengine - INFO - Epoch(val) [20][4320/6282] eta: 0:01:35 time: 0.0485 data_time: 0.0057 memory: 677 2022/08/08 01:03:55 - mmengine - INFO - Epoch(val) [20][4340/6282] eta: 0:01:29 time: 0.0463 data_time: 0.0053 memory: 677 2022/08/08 01:03:56 - mmengine - INFO - Epoch(val) [20][4360/6282] eta: 0:01:45 time: 0.0546 data_time: 0.0055 memory: 726 2022/08/08 01:03:57 - mmengine - INFO - Epoch(val) [20][4380/6282] eta: 0:01:45 time: 0.0552 data_time: 0.0070 memory: 726 2022/08/08 01:03:58 - mmengine - INFO - Epoch(val) [20][4400/6282] eta: 0:01:49 time: 0.0584 data_time: 0.0065 memory: 726 2022/08/08 01:03:59 - mmengine - INFO - Epoch(val) [20][4420/6282] eta: 0:01:46 time: 0.0572 data_time: 0.0061 memory: 726 2022/08/08 01:04:00 - mmengine - INFO - Epoch(val) [20][4440/6282] eta: 0:01:53 time: 0.0619 data_time: 0.0077 memory: 733 2022/08/08 01:04:02 - mmengine - INFO - Epoch(val) [20][4460/6282] eta: 0:02:40 time: 0.0879 data_time: 0.0060 memory: 733 2022/08/08 01:04:03 - mmengine - INFO - Epoch(val) [20][4480/6282] eta: 0:01:49 time: 0.0605 data_time: 0.0076 memory: 733 2022/08/08 01:04:05 - mmengine - INFO - Epoch(val) [20][4500/6282] eta: 0:01:48 time: 0.0611 data_time: 0.0066 memory: 733 2022/08/08 01:04:06 - mmengine - INFO - Epoch(val) [20][4520/6282] eta: 0:01:44 time: 0.0591 data_time: 0.0056 memory: 733 2022/08/08 01:04:07 - mmengine - INFO - Epoch(val) [20][4540/6282] eta: 0:01:35 time: 0.0550 data_time: 0.0070 memory: 677 2022/08/08 01:04:08 - mmengine - INFO - Epoch(val) [20][4560/6282] eta: 0:01:30 time: 0.0527 data_time: 0.0049 memory: 677 2022/08/08 01:04:09 - mmengine - INFO - Epoch(val) [20][4580/6282] eta: 0:01:38 time: 0.0581 data_time: 0.0062 memory: 677 2022/08/08 01:04:10 - mmengine - INFO - Epoch(val) [20][4600/6282] eta: 0:01:27 time: 0.0520 data_time: 0.0057 memory: 677 2022/08/08 01:04:11 - mmengine - INFO - Epoch(val) [20][4620/6282] eta: 0:01:29 time: 0.0539 data_time: 0.0076 memory: 677 2022/08/08 01:04:13 - mmengine - INFO - Epoch(val) [20][4640/6282] eta: 0:01:40 time: 0.0612 data_time: 0.0063 memory: 733 2022/08/08 01:04:14 - mmengine - INFO - Epoch(val) [20][4660/6282] eta: 0:01:33 time: 0.0578 data_time: 0.0063 memory: 733 2022/08/08 01:04:15 - mmengine - INFO - Epoch(val) [20][4680/6282] eta: 0:01:33 time: 0.0582 data_time: 0.0063 memory: 733 2022/08/08 01:04:16 - mmengine - INFO - Epoch(val) [20][4700/6282] eta: 0:01:30 time: 0.0569 data_time: 0.0052 memory: 733 2022/08/08 01:04:17 - mmengine - INFO - Epoch(val) [20][4720/6282] eta: 0:01:28 time: 0.0565 data_time: 0.0064 memory: 733 2022/08/08 01:04:18 - mmengine - INFO - Epoch(val) [20][4740/6282] eta: 0:01:19 time: 0.0513 data_time: 0.0055 memory: 698 2022/08/08 01:04:19 - mmengine - INFO - Epoch(val) [20][4760/6282] eta: 0:01:17 time: 0.0512 data_time: 0.0049 memory: 698 2022/08/08 01:04:21 - mmengine - INFO - Epoch(val) [20][4780/6282] eta: 0:01:23 time: 0.0554 data_time: 0.0074 memory: 698 2022/08/08 01:04:22 - mmengine - INFO - Epoch(val) [20][4800/6282] eta: 0:02:02 time: 0.0828 data_time: 0.0063 memory: 698 2022/08/08 01:04:23 - mmengine - INFO - Epoch(val) [20][4820/6282] eta: 0:01:25 time: 0.0583 data_time: 0.0081 memory: 726 2022/08/08 01:04:25 - mmengine - INFO - Epoch(val) [20][4840/6282] eta: 0:01:28 time: 0.0614 data_time: 0.0073 memory: 726 2022/08/08 01:04:26 - mmengine - INFO - Epoch(val) [20][4860/6282] eta: 0:01:26 time: 0.0609 data_time: 0.0060 memory: 726 2022/08/08 01:04:27 - mmengine - INFO - Epoch(val) [20][4880/6282] eta: 0:01:25 time: 0.0608 data_time: 0.0067 memory: 726 2022/08/08 01:04:28 - mmengine - INFO - Epoch(val) [20][4900/6282] eta: 0:01:21 time: 0.0593 data_time: 0.0061 memory: 726 2022/08/08 01:04:29 - mmengine - INFO - Epoch(val) [20][4920/6282] eta: 0:01:19 time: 0.0585 data_time: 0.0065 memory: 726 2022/08/08 01:04:31 - mmengine - INFO - Epoch(val) [20][4940/6282] eta: 0:01:19 time: 0.0594 data_time: 0.0056 memory: 726 2022/08/08 01:04:32 - mmengine - INFO - Epoch(val) [20][4960/6282] eta: 0:01:15 time: 0.0571 data_time: 0.0053 memory: 726 2022/08/08 01:04:33 - mmengine - INFO - Epoch(val) [20][4980/6282] eta: 0:01:15 time: 0.0581 data_time: 0.0061 memory: 726 2022/08/08 01:04:34 - mmengine - INFO - Epoch(val) [20][5000/6282] eta: 0:01:14 time: 0.0581 data_time: 0.0064 memory: 726 2022/08/08 01:04:35 - mmengine - INFO - Epoch(val) [20][5020/6282] eta: 0:01:10 time: 0.0559 data_time: 0.0058 memory: 726 2022/08/08 01:04:37 - mmengine - INFO - Epoch(val) [20][5040/6282] eta: 0:01:09 time: 0.0562 data_time: 0.0079 memory: 677 2022/08/08 01:04:38 - mmengine - INFO - Epoch(val) [20][5060/6282] eta: 0:01:07 time: 0.0548 data_time: 0.0071 memory: 677 2022/08/08 01:04:39 - mmengine - INFO - Epoch(val) [20][5080/6282] eta: 0:01:07 time: 0.0564 data_time: 0.0057 memory: 677 2022/08/08 01:04:40 - mmengine - INFO - Epoch(val) [20][5100/6282] eta: 0:01:04 time: 0.0542 data_time: 0.0049 memory: 677 2022/08/08 01:04:42 - mmengine - INFO - Epoch(val) [20][5120/6282] eta: 0:02:01 time: 0.1049 data_time: 0.0088 memory: 677 2022/08/08 01:04:43 - mmengine - INFO - Epoch(val) [20][5140/6282] eta: 0:00:57 time: 0.0507 data_time: 0.0078 memory: 676 2022/08/08 01:04:44 - mmengine - INFO - Epoch(val) [20][5160/6282] eta: 0:00:59 time: 0.0532 data_time: 0.0071 memory: 676 2022/08/08 01:04:45 - mmengine - INFO - Epoch(val) [20][5180/6282] eta: 0:00:59 time: 0.0535 data_time: 0.0080 memory: 676 2022/08/08 01:04:46 - mmengine - INFO - Epoch(val) [20][5200/6282] eta: 0:00:58 time: 0.0537 data_time: 0.0068 memory: 676 2022/08/08 01:04:47 - mmengine - INFO - Epoch(val) [20][5220/6282] eta: 0:00:56 time: 0.0532 data_time: 0.0073 memory: 676 2022/08/08 01:04:48 - mmengine - INFO - Epoch(val) [20][5240/6282] eta: 0:00:57 time: 0.0552 data_time: 0.0073 memory: 676 2022/08/08 01:04:50 - mmengine - INFO - Epoch(val) [20][5260/6282] eta: 0:00:58 time: 0.0577 data_time: 0.0092 memory: 676 2022/08/08 01:04:51 - mmengine - INFO - Epoch(val) [20][5280/6282] eta: 0:00:53 time: 0.0534 data_time: 0.0059 memory: 676 2022/08/08 01:04:52 - mmengine - INFO - Epoch(val) [20][5300/6282] eta: 0:00:52 time: 0.0534 data_time: 0.0053 memory: 676 2022/08/08 01:04:53 - mmengine - INFO - Epoch(val) [20][5320/6282] eta: 0:00:50 time: 0.0523 data_time: 0.0064 memory: 676 2022/08/08 01:04:54 - mmengine - INFO - Epoch(val) [20][5340/6282] eta: 0:00:50 time: 0.0538 data_time: 0.0053 memory: 676 2022/08/08 01:04:55 - mmengine - INFO - Epoch(val) [20][5360/6282] eta: 0:00:47 time: 0.0512 data_time: 0.0059 memory: 676 2022/08/08 01:04:56 - mmengine - INFO - Epoch(val) [20][5380/6282] eta: 0:00:49 time: 0.0548 data_time: 0.0060 memory: 676 2022/08/08 01:04:57 - mmengine - INFO - Epoch(val) [20][5400/6282] eta: 0:00:48 time: 0.0551 data_time: 0.0052 memory: 676 2022/08/08 01:04:58 - mmengine - INFO - Epoch(val) [20][5420/6282] eta: 0:00:51 time: 0.0594 data_time: 0.0074 memory: 676 2022/08/08 01:05:00 - mmengine - INFO - Epoch(val) [20][5440/6282] eta: 0:00:45 time: 0.0544 data_time: 0.0057 memory: 676 2022/08/08 01:05:01 - mmengine - INFO - Epoch(val) [20][5460/6282] eta: 0:00:47 time: 0.0572 data_time: 0.0076 memory: 676 2022/08/08 01:05:03 - mmengine - INFO - Epoch(val) [20][5480/6282] eta: 0:01:10 time: 0.0878 data_time: 0.0049 memory: 676 2022/08/08 01:05:04 - mmengine - INFO - Epoch(val) [20][5500/6282] eta: 0:00:43 time: 0.0559 data_time: 0.0055 memory: 676 2022/08/08 01:05:05 - mmengine - INFO - Epoch(val) [20][5520/6282] eta: 0:00:44 time: 0.0586 data_time: 0.0071 memory: 691 2022/08/08 01:05:06 - mmengine - INFO - Epoch(val) [20][5540/6282] eta: 0:00:40 time: 0.0550 data_time: 0.0064 memory: 691 2022/08/08 01:05:07 - mmengine - INFO - Epoch(val) [20][5560/6282] eta: 0:00:40 time: 0.0555 data_time: 0.0056 memory: 691 2022/08/08 01:05:08 - mmengine - INFO - Epoch(val) [20][5580/6282] eta: 0:00:41 time: 0.0587 data_time: 0.0062 memory: 691 2022/08/08 01:05:09 - mmengine - INFO - Epoch(val) [20][5600/6282] eta: 0:00:39 time: 0.0577 data_time: 0.0058 memory: 691 2022/08/08 01:05:11 - mmengine - INFO - Epoch(val) [20][5620/6282] eta: 0:00:36 time: 0.0556 data_time: 0.0063 memory: 691 2022/08/08 01:05:12 - mmengine - INFO - Epoch(val) [20][5640/6282] eta: 0:00:35 time: 0.0550 data_time: 0.0056 memory: 676 2022/08/08 01:05:13 - mmengine - INFO - Epoch(val) [20][5660/6282] eta: 0:00:33 time: 0.0545 data_time: 0.0056 memory: 676 2022/08/08 01:05:14 - mmengine - INFO - Epoch(val) [20][5680/6282] eta: 0:00:28 time: 0.0476 data_time: 0.0049 memory: 676 2022/08/08 01:05:15 - mmengine - INFO - Epoch(val) [20][5700/6282] eta: 0:00:27 time: 0.0480 data_time: 0.0047 memory: 676 2022/08/08 01:05:16 - mmengine - INFO - Epoch(val) [20][5720/6282] eta: 0:00:28 time: 0.0507 data_time: 0.0053 memory: 705 2022/08/08 01:05:17 - mmengine - INFO - Epoch(val) [20][5740/6282] eta: 0:00:28 time: 0.0535 data_time: 0.0062 memory: 705 2022/08/08 01:05:18 - mmengine - INFO - Epoch(val) [20][5760/6282] eta: 0:00:27 time: 0.0521 data_time: 0.0049 memory: 705 2022/08/08 01:05:19 - mmengine - INFO - Epoch(val) [20][5780/6282] eta: 0:00:28 time: 0.0570 data_time: 0.0056 memory: 705 2022/08/08 01:05:20 - mmengine - INFO - Epoch(val) [20][5800/6282] eta: 0:00:28 time: 0.0589 data_time: 0.0080 memory: 705 2022/08/08 01:05:22 - mmengine - INFO - Epoch(val) [20][5820/6282] eta: 0:00:40 time: 0.0870 data_time: 0.0074 memory: 705 2022/08/08 01:05:23 - mmengine - INFO - Epoch(val) [20][5840/6282] eta: 0:00:24 time: 0.0561 data_time: 0.0051 memory: 691 2022/08/08 01:05:24 - mmengine - INFO - Epoch(val) [20][5860/6282] eta: 0:00:23 time: 0.0555 data_time: 0.0057 memory: 691 2022/08/08 01:05:25 - mmengine - INFO - Epoch(val) [20][5880/6282] eta: 0:00:22 time: 0.0569 data_time: 0.0059 memory: 691 2022/08/08 01:05:27 - mmengine - INFO - Epoch(val) [20][5900/6282] eta: 0:00:22 time: 0.0586 data_time: 0.0070 memory: 691 2022/08/08 01:05:28 - mmengine - INFO - Epoch(val) [20][5920/6282] eta: 0:00:19 time: 0.0548 data_time: 0.0065 memory: 691 2022/08/08 01:05:29 - mmengine - INFO - Epoch(val) [20][5940/6282] eta: 0:00:17 time: 0.0502 data_time: 0.0050 memory: 676 2022/08/08 01:05:30 - mmengine - INFO - Epoch(val) [20][5960/6282] eta: 0:00:16 time: 0.0500 data_time: 0.0053 memory: 676 2022/08/08 01:05:31 - mmengine - INFO - Epoch(val) [20][5980/6282] eta: 0:00:15 time: 0.0529 data_time: 0.0052 memory: 676 2022/08/08 01:05:32 - mmengine - INFO - Epoch(val) [20][6000/6282] eta: 0:00:15 time: 0.0563 data_time: 0.0059 memory: 726 2022/08/08 01:05:33 - mmengine - INFO - Epoch(val) [20][6020/6282] eta: 0:00:15 time: 0.0591 data_time: 0.0072 memory: 726 2022/08/08 01:05:35 - mmengine - INFO - Epoch(val) [20][6040/6282] eta: 0:00:15 time: 0.0653 data_time: 0.0086 memory: 726 2022/08/08 01:05:36 - mmengine - INFO - Epoch(val) [20][6060/6282] eta: 0:00:13 time: 0.0618 data_time: 0.0078 memory: 726 2022/08/08 01:05:37 - mmengine - INFO - Epoch(val) [20][6080/6282] eta: 0:00:11 time: 0.0593 data_time: 0.0069 memory: 726 2022/08/08 01:05:39 - mmengine - INFO - Epoch(val) [20][6100/6282] eta: 0:00:13 time: 0.0767 data_time: 0.0212 memory: 726 2022/08/08 01:05:40 - mmengine - INFO - Epoch(val) [20][6120/6282] eta: 0:00:13 time: 0.0861 data_time: 0.0341 memory: 726 2022/08/08 01:05:42 - mmengine - INFO - Epoch(val) [20][6140/6282] eta: 0:00:14 time: 0.0993 data_time: 0.0198 memory: 726 2022/08/08 01:05:44 - mmengine - INFO - Epoch(val) [20][6160/6282] eta: 0:00:08 time: 0.0687 data_time: 0.0197 memory: 726 2022/08/08 01:05:45 - mmengine - INFO - Epoch(val) [20][6180/6282] eta: 0:00:06 time: 0.0679 data_time: 0.0193 memory: 726 2022/08/08 01:05:46 - mmengine - INFO - Epoch(val) [20][6200/6282] eta: 0:00:04 time: 0.0540 data_time: 0.0039 memory: 726 2022/08/08 01:05:47 - mmengine - INFO - Epoch(val) [20][6220/6282] eta: 0:00:03 time: 0.0529 data_time: 0.0050 memory: 726 2022/08/08 01:05:48 - mmengine - INFO - Epoch(val) [20][6240/6282] eta: 0:00:02 time: 0.0493 data_time: 0.0047 memory: 726 2022/08/08 01:05:49 - mmengine - INFO - Epoch(val) [20][6260/6282] eta: 0:00:00 time: 0.0414 data_time: 0.0030 memory: 726 2022/08/08 01:05:50 - mmengine - INFO - Epoch(val) [20][6280/6282] eta: 0:00:00 time: 0.0401 data_time: 0.0025 memory: 726 2022/08/08 01:08:54 - mmengine - INFO - Epoch(val) [20][6282/6282] mAP/mAP@0.5IOU: 0.2427