2022/08/07 13:20:24 - mmengine - INFO - 184378 out of 184378 frames are valid. 2022/08/07 13:20:35 - mmengine - INFO - 50252 out of 50252 frames are valid. Name of parameter - Initialization information backbone.conv1.conv.weight - torch.Size([64, 3, 1, 7, 7]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv1.conv.weight - torch.Size([64, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.downsample.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.downsample.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.downsample.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv1.conv.weight - torch.Size([128, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.downsample.conv.weight - torch.Size([512, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.downsample.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.downsample.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv1.conv.weight - torch.Size([256, 512, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.downsample.conv.weight - torch.Size([1024, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.downsample.bn.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.downsample.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.6.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.6.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.6.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.6.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.6.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.6.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.6.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.6.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.6.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.7.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.7.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.7.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.7.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.7.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.7.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.7.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.7.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.7.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.8.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.8.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.8.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.8.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.8.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.8.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.8.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.8.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.8.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.9.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.9.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.9.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.9.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.9.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.9.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.9.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.9.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.9.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.10.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.10.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.10.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.10.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.10.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.10.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.10.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.10.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.10.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.11.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.11.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.11.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.11.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.11.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.11.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.11.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.11.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.11.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.12.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.12.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.12.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.12.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.12.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.12.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.12.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.12.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.12.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.13.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.13.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.13.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.13.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.13.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.13.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.13.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.13.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.13.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.14.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.14.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.14.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.14.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.14.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.14.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.14.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.14.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.14.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.15.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.15.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.15.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.15.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.15.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.15.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.15.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.15.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.15.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.16.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.16.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.16.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.16.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.16.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.16.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.16.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.16.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.16.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.17.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.17.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.17.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.17.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.17.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.17.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.17.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.17.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.17.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.18.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.18.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.18.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.18.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.18.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.18.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.18.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.18.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.18.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.19.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.19.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.19.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.19.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.19.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.19.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.19.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.19.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.19.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.20.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.20.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.20.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.20.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.20.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.20.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.20.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.20.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.20.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.21.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.21.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.21.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.21.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.21.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.21.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.21.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.21.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.21.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.22.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.22.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.22.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.22.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.22.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.22.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.22.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.22.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.22.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv1.conv.weight - torch.Size([512, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.downsample.conv.weight - torch.Size([2048, 1024, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.downsample.bn.weight - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.downsample.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.bbox_head.fc_cls.weight - torch.Size([81, 2048]): 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 13:21:04 - mmengine - INFO - Load checkpoint from https://download.openmmlab.com/mmaction/recognition/slowonly/omni/slowonly_r101_without_omni_8x8x1_kinetics400_rgb_20200926-0c730aef.pth 2022/08/07 13:21:04 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/hukai/action/work_dirs/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb by HardDiskBackend. 2022/08/07 13:22:36 - mmengine - INFO - Epoch(train) [1][20/1441] lr: 2.0000e-02 eta: 1 day, 12:47:49 time: 4.5997 data_time: 2.9557 memory: 59049 grad_norm: 0.7987 recall@thr=0.5: 0.1892 prec@thr=0.5: 0.3086 recall@top3: 0.4315 prec@top3: 0.3704 recall@top5: 0.6549 prec@top5: 0.3444 loss_action_cls: 0.1869 loss: 0.1869 2022/08/07 13:22:54 - mmengine - INFO - Epoch(train) [1][40/1441] lr: 2.0000e-02 eta: 22:06:25 time: 0.9309 data_time: 0.0220 memory: 23477 grad_norm: 0.2172 recall@thr=0.5: 0.4145 prec@thr=0.5: 0.6228 recall@top3: 0.6535 prec@top3: 0.6228 recall@top5: 0.8092 prec@top5: 0.4684 loss_action_cls: 0.1069 loss: 0.1069 2022/08/07 13:23:13 - mmengine - INFO - Epoch(train) [1][60/1441] lr: 2.0000e-02 eta: 17:10:28 time: 0.9189 data_time: 0.0221 memory: 23477 grad_norm: 0.1203 recall@thr=0.5: 0.2587 prec@thr=0.5: 0.4861 recall@top3: 0.6076 prec@top3: 0.4861 recall@top5: 0.8281 prec@top5: 0.3917 loss_action_cls: 0.0971 loss: 0.0971 2022/08/07 13:23:32 - mmengine - INFO - Epoch(train) [1][80/1441] lr: 2.0000e-02 eta: 14:45:54 time: 0.9485 data_time: 0.0247 memory: 23477 grad_norm: 0.1021 recall@thr=0.5: 0.3351 prec@thr=0.5: 0.5543 recall@top3: 0.5888 prec@top3: 0.5290 recall@top5: 0.8043 prec@top5: 0.4261 loss_action_cls: 0.1118 loss: 0.1118 2022/08/07 13:23:51 - mmengine - INFO - Epoch(train) [1][100/1441] lr: 2.0000e-02 eta: 13:18:18 time: 0.9410 data_time: 0.0235 memory: 23477 grad_norm: 0.0932 recall@thr=0.5: 0.3959 prec@thr=0.5: 0.6239 recall@top3: 0.6095 prec@top3: 0.5405 recall@top5: 0.8068 prec@top5: 0.4270 loss_action_cls: 0.0988 loss: 0.0988 2022/08/07 13:24:09 - mmengine - INFO - Epoch(train) [1][120/1441] lr: 2.0000e-02 eta: 12:17:16 time: 0.9092 data_time: 0.0236 memory: 23477 grad_norm: 0.0937 recall@thr=0.5: 0.3545 prec@thr=0.5: 0.4774 recall@top3: 0.5226 prec@top3: 0.4859 recall@top5: 0.7754 prec@top5: 0.3898 loss_action_cls: 0.0911 loss: 0.0911 2022/08/07 13:24:27 - mmengine - INFO - Epoch(train) [1][140/1441] lr: 2.0000e-02 eta: 11:33:55 time: 0.9139 data_time: 0.0226 memory: 23477 grad_norm: 0.0865 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.6852 recall@top3: 0.7407 prec@top3: 0.5741 recall@top5: 0.8380 prec@top5: 0.3833 loss_action_cls: 0.0995 loss: 0.0995 2022/08/07 13:24:46 - mmengine - INFO - Epoch(train) [1][160/1441] lr: 2.0000e-02 eta: 11:03:05 time: 0.9436 data_time: 0.0236 memory: 23477 grad_norm: 0.0844 recall@thr=0.5: 0.2959 prec@thr=0.5: 0.3741 recall@top3: 0.5408 prec@top3: 0.4150 recall@top5: 0.6463 prec@top5: 0.2980 loss_action_cls: 0.0945 loss: 0.0945 2022/08/07 13:25:04 - mmengine - INFO - Epoch(train) [1][180/1441] lr: 2.0000e-02 eta: 10:38:02 time: 0.9245 data_time: 0.0261 memory: 23477 grad_norm: 0.0834 recall@thr=0.5: 0.3905 prec@thr=0.5: 0.5762 recall@top3: 0.6771 prec@top3: 0.5333 recall@top5: 0.8243 prec@top5: 0.4057 loss_action_cls: 0.0915 loss: 0.0915 2022/08/07 13:25:23 - mmengine - INFO - Epoch(train) [1][200/1441] lr: 2.0000e-02 eta: 10:18:51 time: 0.9437 data_time: 0.0197 memory: 23477 grad_norm: 0.0940 recall@thr=0.5: 0.3726 prec@thr=0.5: 0.5714 recall@top3: 0.7214 prec@top3: 0.5714 recall@top5: 0.9091 prec@top5: 0.4619 loss_action_cls: 0.0873 loss: 0.0873 2022/08/07 13:25:42 - mmengine - INFO - Epoch(train) [1][220/1441] lr: 2.0000e-02 eta: 10:02:29 time: 0.9297 data_time: 0.0232 memory: 23477 grad_norm: 0.0900 recall@thr=0.5: 0.4033 prec@thr=0.5: 0.5285 recall@top3: 0.5085 prec@top3: 0.4634 recall@top5: 0.6911 prec@top5: 0.3805 loss_action_cls: 0.0980 loss: 0.0980 2022/08/07 13:26:00 - mmengine - INFO - Epoch(train) [1][240/1441] lr: 2.0000e-02 eta: 9:47:08 time: 0.8882 data_time: 0.0226 memory: 23477 grad_norm: 0.0901 recall@thr=0.5: 0.6215 prec@thr=0.5: 0.6528 recall@top3: 0.7240 prec@top3: 0.5556 recall@top5: 0.8628 prec@top5: 0.4000 loss_action_cls: 0.0952 loss: 0.0952 2022/08/07 13:26:18 - mmengine - INFO - Epoch(train) [1][260/1441] lr: 2.0000e-02 eta: 9:35:39 time: 0.9300 data_time: 0.0218 memory: 23477 grad_norm: 0.0923 recall@thr=0.5: 0.5817 prec@thr=0.5: 0.6987 recall@top3: 0.7516 prec@top3: 0.6090 recall@top5: 0.8894 prec@top5: 0.4462 loss_action_cls: 0.1005 loss: 0.1005 2022/08/07 13:26:36 - mmengine - INFO - Epoch(train) [1][280/1441] lr: 2.0000e-02 eta: 9:24:44 time: 0.8998 data_time: 0.0234 memory: 23477 grad_norm: 0.0931 recall@thr=0.5: 0.4179 prec@thr=0.5: 0.5976 recall@top3: 0.6431 prec@top3: 0.6098 recall@top5: 0.8089 prec@top5: 0.4683 loss_action_cls: 0.1002 loss: 0.1002 2022/08/07 13:26:55 - mmengine - INFO - Epoch(train) [1][300/1441] lr: 2.0000e-02 eta: 9:16:07 time: 0.9282 data_time: 0.0251 memory: 23477 grad_norm: 0.0955 recall@thr=0.5: 0.3750 prec@thr=0.5: 0.5076 recall@top3: 0.6288 prec@top3: 0.5379 recall@top5: 0.8295 prec@top5: 0.4318 loss_action_cls: 0.0903 loss: 0.0903 2022/08/07 13:27:14 - mmengine - INFO - Epoch(train) [1][320/1441] lr: 2.0000e-02 eta: 9:09:22 time: 0.9555 data_time: 0.0232 memory: 23477 grad_norm: 0.0900 recall@thr=0.5: 0.4924 prec@thr=0.5: 0.6377 recall@top3: 0.6362 prec@top3: 0.5870 recall@top5: 0.7949 prec@top5: 0.4522 loss_action_cls: 0.0975 loss: 0.0975 2022/08/07 13:27:32 - mmengine - INFO - Epoch(train) [1][340/1441] lr: 2.0000e-02 eta: 9:02:38 time: 0.9294 data_time: 0.0267 memory: 23477 grad_norm: 0.0916 recall@thr=0.5: 0.5629 prec@thr=0.5: 0.6242 recall@top3: 0.7311 prec@top3: 0.5157 recall@top5: 0.9009 prec@top5: 0.3849 loss_action_cls: 0.0801 loss: 0.0801 2022/08/07 13:27:51 - mmengine - INFO - Epoch(train) [1][360/1441] lr: 2.0000e-02 eta: 8:56:23 time: 0.9206 data_time: 0.0267 memory: 23477 grad_norm: 0.0939 recall@thr=0.5: 0.6350 prec@thr=0.5: 0.6768 recall@top3: 0.7732 prec@top3: 0.6016 recall@top5: 0.8378 prec@top5: 0.4049 loss_action_cls: 0.0984 loss: 0.0984 2022/08/07 13:28:10 - mmengine - INFO - Epoch(train) [1][380/1441] lr: 2.0000e-02 eta: 8:51:29 time: 0.9495 data_time: 0.0216 memory: 23477 grad_norm: 0.0910 recall@thr=0.5: 0.4965 prec@thr=0.5: 0.6580 recall@top3: 0.7188 prec@top3: 0.6042 recall@top5: 0.8646 prec@top5: 0.4333 loss_action_cls: 0.0913 loss: 0.0913 2022/08/07 13:28:28 - mmengine - INFO - Epoch(train) [1][400/1441] lr: 2.0000e-02 eta: 8:46:09 time: 0.9120 data_time: 0.0277 memory: 23477 grad_norm: 0.0867 recall@thr=0.5: 0.5104 prec@thr=0.5: 0.6493 recall@top3: 0.7101 prec@top3: 0.6181 recall@top5: 0.8802 prec@top5: 0.4500 loss_action_cls: 0.0876 loss: 0.0876 2022/08/07 13:28:47 - mmengine - INFO - Epoch(train) [1][420/1441] lr: 2.0000e-02 eta: 8:42:03 time: 0.9446 data_time: 0.0246 memory: 23477 grad_norm: 0.0979 recall@thr=0.5: 0.3074 prec@thr=0.5: 0.5556 recall@top3: 0.6000 prec@top3: 0.4667 recall@top5: 0.8963 prec@top5: 0.4311 loss_action_cls: 0.1002 loss: 0.1002 2022/08/07 13:29:06 - mmengine - INFO - Epoch(train) [1][440/1441] lr: 2.0000e-02 eta: 8:38:00 time: 0.9323 data_time: 0.0335 memory: 23477 grad_norm: 0.0971 recall@thr=0.5: 0.4693 prec@thr=0.5: 0.6140 recall@top3: 0.6842 prec@top3: 0.5526 recall@top5: 0.8465 prec@top5: 0.4263 loss_action_cls: 0.0879 loss: 0.0879 2022/08/07 13:29:24 - mmengine - INFO - Epoch(train) [1][460/1441] lr: 2.0000e-02 eta: 8:33:41 time: 0.9023 data_time: 0.0205 memory: 23477 grad_norm: 0.0953 recall@thr=0.5: 0.6204 prec@thr=0.5: 0.6713 recall@top3: 0.7639 prec@top3: 0.5741 recall@top5: 0.8704 prec@top5: 0.4000 loss_action_cls: 0.0875 loss: 0.0875 2022/08/07 13:29:42 - mmengine - INFO - Epoch(train) [1][480/1441] lr: 2.0000e-02 eta: 8:30:10 time: 0.9270 data_time: 0.0254 memory: 23477 grad_norm: 0.0931 recall@thr=0.5: 0.4842 prec@thr=0.5: 0.7113 recall@top3: 0.6414 prec@top3: 0.6071 recall@top5: 0.7905 prec@top5: 0.4571 loss_action_cls: 0.0930 loss: 0.0930 2022/08/07 13:30:01 - mmengine - INFO - Epoch(train) [1][500/1441] lr: 2.0000e-02 eta: 8:26:46 time: 0.9190 data_time: 0.0248 memory: 23477 grad_norm: 0.0921 recall@thr=0.5: 0.5415 prec@thr=0.5: 0.7907 recall@top3: 0.6959 prec@top3: 0.6963 recall@top5: 0.8189 prec@top5: 0.4978 loss_action_cls: 0.0781 loss: 0.0781 2022/08/07 13:30:19 - mmengine - INFO - Epoch(train) [1][520/1441] lr: 2.0000e-02 eta: 8:23:53 time: 0.9346 data_time: 0.0266 memory: 23477 grad_norm: 0.0931 recall@thr=0.5: 0.3963 prec@thr=0.5: 0.5732 recall@top3: 0.5407 prec@top3: 0.4634 recall@top5: 0.7764 prec@top5: 0.4244 loss_action_cls: 0.0967 loss: 0.0967 2022/08/07 13:30:38 - mmengine - INFO - Epoch(train) [1][540/1441] lr: 2.0000e-02 eta: 8:21:18 time: 0.9407 data_time: 0.0233 memory: 23477 grad_norm: 0.0938 recall@thr=0.5: 0.6148 prec@thr=0.5: 0.7123 recall@top3: 0.7799 prec@top3: 0.6792 recall@top5: 0.8931 prec@top5: 0.4717 loss_action_cls: 0.1054 loss: 0.1054 2022/08/07 13:30:56 - mmengine - INFO - Epoch(train) [1][560/1441] lr: 2.0000e-02 eta: 8:18:30 time: 0.9177 data_time: 0.0260 memory: 23477 grad_norm: 0.0921 recall@thr=0.5: 0.4623 prec@thr=0.5: 0.5556 recall@top3: 0.5992 prec@top3: 0.4444 recall@top5: 0.7778 prec@top5: 0.3524 loss_action_cls: 0.0972 loss: 0.0972 2022/08/07 13:31:15 - mmengine - INFO - Epoch(train) [1][580/1441] lr: 2.0000e-02 eta: 8:16:07 time: 0.9336 data_time: 0.0286 memory: 23477 grad_norm: 0.0886 recall@thr=0.5: 0.5512 prec@thr=0.5: 0.7690 recall@top3: 0.7529 prec@top3: 0.6316 recall@top5: 0.9240 prec@top5: 0.4772 loss_action_cls: 0.0836 loss: 0.0836 2022/08/07 13:31:34 - mmengine - INFO - Epoch(train) [1][600/1441] lr: 2.0000e-02 eta: 8:13:44 time: 0.9243 data_time: 0.0244 memory: 23477 grad_norm: 0.0899 recall@thr=0.5: 0.4748 prec@thr=0.5: 0.7037 recall@top3: 0.6507 prec@top3: 0.6296 recall@top5: 0.8178 prec@top5: 0.4978 loss_action_cls: 0.0891 loss: 0.0891 2022/08/07 13:31:52 - mmengine - INFO - Epoch(train) [1][620/1441] lr: 2.0000e-02 eta: 8:11:11 time: 0.9053 data_time: 0.0253 memory: 23477 grad_norm: 0.0919 recall@thr=0.5: 0.4808 prec@thr=0.5: 0.5684 recall@top3: 0.6389 prec@top3: 0.5299 recall@top5: 0.7799 prec@top5: 0.3795 loss_action_cls: 0.0836 loss: 0.0836 2022/08/07 13:32:10 - mmengine - INFO - Epoch(train) [1][640/1441] lr: 2.0000e-02 eta: 8:09:09 time: 0.9293 data_time: 0.0222 memory: 23477 grad_norm: 0.0960 recall@thr=0.5: 0.4124 prec@thr=0.5: 0.6752 recall@top3: 0.7244 prec@top3: 0.5812 recall@top5: 0.8611 prec@top5: 0.4359 loss_action_cls: 0.0897 loss: 0.0897 2022/08/07 13:32:28 - mmengine - INFO - Epoch(train) [1][660/1441] lr: 2.0000e-02 eta: 8:06:50 time: 0.9041 data_time: 0.0230 memory: 23477 grad_norm: 0.0931 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7323 recall@top3: 0.7943 prec@top3: 0.6241 recall@top5: 0.8794 prec@top5: 0.4298 loss_action_cls: 0.0849 loss: 0.0849 2022/08/07 13:32:47 - mmengine - INFO - Epoch(train) [1][680/1441] lr: 2.0000e-02 eta: 8:05:10 time: 0.9410 data_time: 0.0245 memory: 23477 grad_norm: 0.0923 recall@thr=0.5: 0.5542 prec@thr=0.5: 0.6472 recall@top3: 0.6522 prec@top3: 0.6389 recall@top5: 0.7975 prec@top5: 0.4833 loss_action_cls: 0.0852 loss: 0.0852 2022/08/07 13:33:06 - mmengine - INFO - Epoch(train) [1][700/1441] lr: 2.0000e-02 eta: 8:03:25 time: 0.9296 data_time: 0.0226 memory: 23477 grad_norm: 0.0942 recall@thr=0.5: 0.5333 prec@thr=0.5: 0.6224 recall@top3: 0.8051 prec@top3: 0.5782 recall@top5: 0.9235 prec@top5: 0.4245 loss_action_cls: 0.0903 loss: 0.0903 2022/08/07 13:33:24 - mmengine - INFO - Epoch(train) [1][720/1441] lr: 2.0000e-02 eta: 8:01:32 time: 0.9126 data_time: 0.0278 memory: 23477 grad_norm: 0.0911 recall@thr=0.5: 0.5777 prec@thr=0.5: 0.7159 recall@top3: 0.6439 prec@top3: 0.5606 recall@top5: 0.8409 prec@top5: 0.4500 loss_action_cls: 0.0852 loss: 0.0852 2022/08/07 13:33:42 - mmengine - INFO - Epoch(train) [1][740/1441] lr: 2.0000e-02 eta: 7:59:37 time: 0.9040 data_time: 0.0226 memory: 23477 grad_norm: 0.0929 recall@thr=0.5: 0.4959 prec@thr=0.5: 0.6179 recall@top3: 0.6602 prec@top3: 0.5772 recall@top5: 0.7939 prec@top5: 0.4293 loss_action_cls: 0.0813 loss: 0.0813 2022/08/07 13:34:00 - mmengine - INFO - Epoch(train) [1][760/1441] lr: 2.0000e-02 eta: 7:57:51 time: 0.9094 data_time: 0.0234 memory: 23477 grad_norm: 0.0964 recall@thr=0.5: 0.5870 prec@thr=0.5: 0.6667 recall@top3: 0.7301 prec@top3: 0.6098 recall@top5: 0.8711 prec@top5: 0.4439 loss_action_cls: 0.1014 loss: 0.1014 2022/08/07 13:34:19 - mmengine - INFO - Epoch(train) [1][780/1441] lr: 2.0000e-02 eta: 7:56:31 time: 0.9393 data_time: 0.0242 memory: 23477 grad_norm: 0.0890 recall@thr=0.5: 0.4625 prec@thr=0.5: 0.6146 recall@top3: 0.5458 prec@top3: 0.4917 recall@top5: 0.8625 prec@top5: 0.4600 loss_action_cls: 0.0947 loss: 0.0947 2022/08/07 13:34:38 - mmengine - INFO - Epoch(train) [1][800/1441] lr: 2.0000e-02 eta: 7:55:32 time: 0.9636 data_time: 0.0256 memory: 23477 grad_norm: 0.1020 recall@thr=0.5: 0.5911 prec@thr=0.5: 0.6997 recall@top3: 0.7069 prec@top3: 0.5805 recall@top5: 0.8615 prec@top5: 0.4345 loss_action_cls: 0.0854 loss: 0.0854 2022/08/07 13:34:56 - mmengine - INFO - Epoch(train) [1][820/1441] lr: 2.0000e-02 eta: 7:53:50 time: 0.8988 data_time: 0.0224 memory: 23477 grad_norm: 0.0921 recall@thr=0.5: 0.4778 prec@thr=0.5: 0.6275 recall@top3: 0.6608 prec@top3: 0.6209 recall@top5: 0.8124 prec@top5: 0.4667 loss_action_cls: 0.0848 loss: 0.0848 2022/08/07 13:35:14 - mmengine - INFO - Epoch(train) [1][840/1441] lr: 2.0000e-02 eta: 7:52:13 time: 0.9011 data_time: 0.0228 memory: 23477 grad_norm: 0.0961 recall@thr=0.5: 0.4868 prec@thr=0.5: 0.6667 recall@top3: 0.7105 prec@top3: 0.5702 recall@top5: 0.8421 prec@top5: 0.4158 loss_action_cls: 0.0928 loss: 0.0928 2022/08/07 13:35:33 - mmengine - INFO - Epoch(train) [1][860/1441] lr: 2.0000e-02 eta: 7:51:07 time: 0.9417 data_time: 0.0232 memory: 23477 grad_norm: 0.0927 recall@thr=0.5: 0.4982 prec@thr=0.5: 0.6341 recall@top3: 0.7174 prec@top3: 0.5870 recall@top5: 0.8822 prec@top5: 0.4522 loss_action_cls: 0.0861 loss: 0.0861 2022/08/07 13:35:52 - mmengine - INFO - Epoch(train) [1][880/1441] lr: 2.0000e-02 eta: 7:49:46 time: 0.9157 data_time: 0.0249 memory: 23477 grad_norm: 0.1017 recall@thr=0.5: 0.6280 prec@thr=0.5: 0.7784 recall@top3: 0.8250 prec@top3: 0.6212 recall@top5: 0.8924 prec@top5: 0.4227 loss_action_cls: 0.0913 loss: 0.0913 2022/08/07 13:36:10 - mmengine - INFO - Epoch(train) [1][900/1441] lr: 2.0000e-02 eta: 7:48:27 time: 0.9133 data_time: 0.0226 memory: 23477 grad_norm: 0.1021 recall@thr=0.5: 0.4610 prec@thr=0.5: 0.5530 recall@top3: 0.7049 prec@top3: 0.5455 recall@top5: 0.8996 prec@top5: 0.4318 loss_action_cls: 0.0827 loss: 0.0827 2022/08/07 13:36:28 - mmengine - INFO - Epoch(train) [1][920/1441] lr: 2.0000e-02 eta: 7:47:13 time: 0.9183 data_time: 0.0429 memory: 23477 grad_norm: 0.0962 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.6131 recall@top3: 0.7472 prec@top3: 0.5873 recall@top5: 0.8972 prec@top5: 0.4333 loss_action_cls: 0.0857 loss: 0.0857 2022/08/07 13:36:47 - mmengine - INFO - Epoch(train) [1][940/1441] lr: 2.0000e-02 eta: 7:46:08 time: 0.9292 data_time: 0.0236 memory: 23477 grad_norm: 0.0963 recall@thr=0.5: 0.5453 prec@thr=0.5: 0.6322 recall@top3: 0.7011 prec@top3: 0.6377 recall@top5: 0.8986 prec@top5: 0.4957 loss_action_cls: 0.0806 loss: 0.0806 2022/08/07 13:37:05 - mmengine - INFO - Epoch(train) [1][960/1441] lr: 2.0000e-02 eta: 7:45:05 time: 0.9296 data_time: 0.0247 memory: 23477 grad_norm: 0.0928 recall@thr=0.5: 0.4630 prec@thr=0.5: 0.5667 recall@top3: 0.6593 prec@top3: 0.5111 recall@top5: 0.8593 prec@top5: 0.4133 loss_action_cls: 0.0793 loss: 0.0793 2022/08/07 13:37:23 - mmengine - INFO - Epoch(train) [1][980/1441] lr: 2.0000e-02 eta: 7:43:47 time: 0.8995 data_time: 0.0221 memory: 23477 grad_norm: 0.0931 recall@thr=0.5: 0.5604 prec@thr=0.5: 0.5293 recall@top3: 0.6910 prec@top3: 0.4865 recall@top5: 0.8721 prec@top5: 0.3838 loss_action_cls: 0.0788 loss: 0.0788 2022/08/07 13:37:41 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 13:37:41 - mmengine - INFO - Epoch(train) [1][1000/1441] lr: 2.0000e-02 eta: 7:42:33 time: 0.9019 data_time: 0.0237 memory: 23477 grad_norm: 0.1007 recall@thr=0.5: 0.4667 prec@thr=0.5: 0.5604 recall@top3: 0.6688 prec@top3: 0.5121 recall@top5: 0.8541 prec@top5: 0.4058 loss_action_cls: 0.0828 loss: 0.0828 2022/08/07 13:38:00 - mmengine - INFO - Epoch(train) [1][1020/1441] lr: 2.0000e-02 eta: 7:41:32 time: 0.9227 data_time: 0.0218 memory: 23477 grad_norm: 0.0939 recall@thr=0.5: 0.5426 prec@thr=0.5: 0.5926 recall@top3: 0.7056 prec@top3: 0.5704 recall@top5: 0.7926 prec@top5: 0.4000 loss_action_cls: 0.0953 loss: 0.0953 2022/08/07 13:38:18 - mmengine - INFO - Epoch(train) [1][1040/1441] lr: 2.0000e-02 eta: 7:40:33 time: 0.9219 data_time: 0.0234 memory: 23477 grad_norm: 0.0908 recall@thr=0.5: 0.6559 prec@thr=0.5: 0.7222 recall@top3: 0.8563 prec@top3: 0.6148 recall@top5: 0.9437 prec@top5: 0.4267 loss_action_cls: 0.0895 loss: 0.0895 2022/08/07 13:38:37 - mmengine - INFO - Epoch(train) [1][1060/1441] lr: 2.0000e-02 eta: 7:39:47 time: 0.9456 data_time: 0.0222 memory: 23477 grad_norm: 0.0968 recall@thr=0.5: 0.6741 prec@thr=0.5: 0.6815 recall@top3: 0.7833 prec@top3: 0.7037 recall@top5: 0.9241 prec@top5: 0.5111 loss_action_cls: 0.0946 loss: 0.0946 2022/08/07 13:38:56 - mmengine - INFO - Epoch(train) [1][1080/1441] lr: 2.0000e-02 eta: 7:38:55 time: 0.9316 data_time: 0.0199 memory: 23477 grad_norm: 0.0987 recall@thr=0.5: 0.6517 prec@thr=0.5: 0.7200 recall@top3: 0.7383 prec@top3: 0.6200 recall@top5: 0.8767 prec@top5: 0.4560 loss_action_cls: 0.0827 loss: 0.0827 2022/08/07 13:39:14 - mmengine - INFO - Epoch(train) [1][1100/1441] lr: 2.0000e-02 eta: 7:37:54 time: 0.9117 data_time: 0.0219 memory: 23477 grad_norm: 0.0948 recall@thr=0.5: 0.5381 prec@thr=0.5: 0.7007 recall@top3: 0.6878 prec@top3: 0.6531 recall@top5: 0.8827 prec@top5: 0.5184 loss_action_cls: 0.0964 loss: 0.0964 2022/08/07 13:39:33 - mmengine - INFO - Epoch(train) [1][1120/1441] lr: 2.0000e-02 eta: 7:37:02 time: 0.9259 data_time: 0.0238 memory: 23477 grad_norm: 0.0963 recall@thr=0.5: 0.4759 prec@thr=0.5: 0.7199 recall@top3: 0.6657 prec@top3: 0.5556 recall@top5: 0.8019 prec@top5: 0.4222 loss_action_cls: 0.0832 loss: 0.0832 2022/08/07 13:39:51 - mmengine - INFO - Epoch(train) [1][1140/1441] lr: 2.0000e-02 eta: 7:36:15 time: 0.9330 data_time: 0.0251 memory: 23477 grad_norm: 0.0935 recall@thr=0.5: 0.5394 prec@thr=0.5: 0.7061 recall@top3: 0.7621 prec@top3: 0.7333 recall@top5: 0.9030 prec@top5: 0.5200 loss_action_cls: 0.0878 loss: 0.0878 2022/08/07 13:40:09 - mmengine - INFO - Epoch(train) [1][1160/1441] lr: 2.0000e-02 eta: 7:35:14 time: 0.9019 data_time: 0.0216 memory: 23477 grad_norm: 0.1005 recall@thr=0.5: 0.5845 prec@thr=0.5: 0.6984 recall@top3: 0.7472 prec@top3: 0.6349 recall@top5: 0.9349 prec@top5: 0.4857 loss_action_cls: 0.0857 loss: 0.0857 2022/08/07 13:40:28 - mmengine - INFO - Epoch(train) [1][1180/1441] lr: 2.0000e-02 eta: 7:34:33 time: 0.9431 data_time: 0.0228 memory: 23477 grad_norm: 0.0973 recall@thr=0.5: 0.5741 prec@thr=0.5: 0.7500 recall@top3: 0.7886 prec@top3: 0.6316 recall@top5: 0.9434 prec@top5: 0.4737 loss_action_cls: 0.0904 loss: 0.0904 2022/08/07 13:40:46 - mmengine - INFO - Epoch(train) [1][1200/1441] lr: 2.0000e-02 eta: 7:33:39 time: 0.9117 data_time: 0.0212 memory: 23477 grad_norm: 0.0972 recall@thr=0.5: 0.5282 prec@thr=0.5: 0.6190 recall@top3: 0.6078 prec@top3: 0.5374 recall@top5: 0.8014 prec@top5: 0.4408 loss_action_cls: 0.0942 loss: 0.0942 2022/08/07 13:41:04 - mmengine - INFO - Epoch(train) [1][1220/1441] lr: 2.0000e-02 eta: 7:32:38 time: 0.8955 data_time: 0.0207 memory: 23477 grad_norm: 0.0979 recall@thr=0.5: 0.5069 prec@thr=0.5: 0.5741 recall@top3: 0.7037 prec@top3: 0.5463 recall@top5: 0.7847 prec@top5: 0.3833 loss_action_cls: 0.0696 loss: 0.0696 2022/08/07 13:41:23 - mmengine - INFO - Epoch(train) [1][1240/1441] lr: 2.0000e-02 eta: 7:31:59 time: 0.9402 data_time: 0.0207 memory: 23477 grad_norm: 0.0980 recall@thr=0.5: 0.5671 prec@thr=0.5: 0.6951 recall@top3: 0.7195 prec@top3: 0.5854 recall@top5: 0.8659 prec@top5: 0.4341 loss_action_cls: 0.0945 loss: 0.0945 2022/08/07 13:41:41 - mmengine - INFO - Epoch(train) [1][1260/1441] lr: 2.0000e-02 eta: 7:31:05 time: 0.9044 data_time: 0.0264 memory: 23477 grad_norm: 0.0968 recall@thr=0.5: 0.6938 prec@thr=0.5: 0.7312 recall@top3: 0.8146 prec@top3: 0.6167 recall@top5: 0.9750 prec@top5: 0.4650 loss_action_cls: 0.0817 loss: 0.0817 2022/08/07 13:42:00 - mmengine - INFO - Epoch(train) [1][1280/1441] lr: 2.0000e-02 eta: 7:30:31 time: 0.9498 data_time: 0.0228 memory: 23477 grad_norm: 0.0984 recall@thr=0.5: 0.5510 prec@thr=0.5: 0.6463 recall@top3: 0.6667 prec@top3: 0.5578 recall@top5: 0.8367 prec@top5: 0.4286 loss_action_cls: 0.0772 loss: 0.0772 2022/08/07 13:42:18 - mmengine - INFO - Epoch(train) [1][1300/1441] lr: 2.0000e-02 eta: 7:29:42 time: 0.9109 data_time: 0.0253 memory: 23477 grad_norm: 0.1030 recall@thr=0.5: 0.6201 prec@thr=0.5: 0.7187 recall@top3: 0.7024 prec@top3: 0.5972 recall@top5: 0.8910 prec@top5: 0.4792 loss_action_cls: 0.0853 loss: 0.0853 2022/08/07 13:42:37 - mmengine - INFO - Epoch(train) [1][1320/1441] lr: 2.0000e-02 eta: 7:29:04 time: 0.9364 data_time: 0.0214 memory: 23477 grad_norm: 0.1022 recall@thr=0.5: 0.4483 prec@thr=0.5: 0.5963 recall@top3: 0.6739 prec@top3: 0.5862 recall@top5: 0.8319 prec@top5: 0.4483 loss_action_cls: 0.0846 loss: 0.0846 2022/08/07 13:42:56 - mmengine - INFO - Epoch(train) [1][1340/1441] lr: 2.0000e-02 eta: 7:28:22 time: 0.9257 data_time: 0.0245 memory: 23477 grad_norm: 0.1008 recall@thr=0.5: 0.4467 prec@thr=0.5: 0.6100 recall@top3: 0.7233 prec@top3: 0.5667 recall@top5: 0.8300 prec@top5: 0.3960 loss_action_cls: 0.0853 loss: 0.0853 2022/08/07 13:43:14 - mmengine - INFO - Epoch(train) [1][1360/1441] lr: 2.0000e-02 eta: 7:27:34 time: 0.9074 data_time: 0.0234 memory: 23477 grad_norm: 0.0983 recall@thr=0.5: 0.6312 prec@thr=0.5: 0.6489 recall@top3: 0.8138 prec@top3: 0.6383 recall@top5: 0.8794 prec@top5: 0.4213 loss_action_cls: 0.0897 loss: 0.0897 2022/08/07 13:43:32 - mmengine - INFO - Epoch(train) [1][1380/1441] lr: 2.0000e-02 eta: 7:26:52 time: 0.9230 data_time: 0.0226 memory: 23477 grad_norm: 0.0986 recall@thr=0.5: 0.5189 prec@thr=0.5: 0.6420 recall@top3: 0.7045 prec@top3: 0.5909 recall@top5: 0.8371 prec@top5: 0.4273 loss_action_cls: 0.0881 loss: 0.0881 2022/08/07 13:43:50 - mmengine - INFO - Epoch(train) [1][1400/1441] lr: 2.0000e-02 eta: 7:26:04 time: 0.9052 data_time: 0.0251 memory: 23477 grad_norm: 0.1068 recall@thr=0.5: 0.6395 prec@thr=0.5: 0.5851 recall@top3: 0.7808 prec@top3: 0.5652 recall@top5: 0.9112 prec@top5: 0.4087 loss_action_cls: 0.0778 loss: 0.0778 2022/08/07 13:44:09 - mmengine - INFO - Epoch(train) [1][1420/1441] lr: 2.0000e-02 eta: 7:25:30 time: 0.9365 data_time: 0.0263 memory: 23477 grad_norm: 0.0993 recall@thr=0.5: 0.4660 prec@thr=0.5: 0.6258 recall@top3: 0.6990 prec@top3: 0.6054 recall@top5: 0.8367 prec@top5: 0.4245 loss_action_cls: 0.0804 loss: 0.0804 2022/08/07 13:44:26 - mmengine - INFO - Epoch(train) [1][1440/1441] lr: 2.0000e-02 eta: 7:24:31 time: 0.8720 data_time: 0.0270 memory: 23477 grad_norm: 0.0962 recall@thr=0.5: 0.5130 prec@thr=0.5: 0.6433 recall@top3: 0.7380 prec@top3: 0.6333 recall@top5: 0.8803 prec@top5: 0.4720 loss_action_cls: 0.0823 loss: 0.0823 2022/08/07 13:44:43 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 13:44:43 - mmengine - INFO - Epoch(train) [1][1441/1441] lr: 2.0000e-02 eta: 7:24:31 time: 1.6379 data_time: 0.0267 memory: 48357 grad_norm: 0.0976 recall@thr=0.5: 0.6230 prec@thr=0.5: 0.7619 recall@top3: 0.6627 prec@top3: 0.4921 recall@top5: 0.9087 prec@top5: 0.4476 loss_action_cls: 0.0802 loss: 0.0802 2022/08/07 13:44:43 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/08/07 13:45:48 - mmengine - INFO - Epoch(val) [1][20/6282] eta: 4:55:10 time: 2.8282 data_time: 2.2601 memory: 37967 2022/08/07 13:45:49 - mmengine - INFO - Epoch(val) [1][40/6282] eta: 0:04:20 time: 0.0417 data_time: 0.0015 memory: 1084 2022/08/07 13:45:50 - mmengine - INFO - Epoch(val) [1][60/6282] eta: 0:04:18 time: 0.0416 data_time: 0.0014 memory: 1084 2022/08/07 13:45:52 - mmengine - INFO - Epoch(val) [1][80/6282] eta: 0:11:20 time: 0.1097 data_time: 0.0707 memory: 1084 2022/08/07 13:45:53 - mmengine - INFO - Epoch(val) [1][100/6282] eta: 0:04:10 time: 0.0405 data_time: 0.0012 memory: 1084 2022/08/07 13:46:03 - mmengine - INFO - Epoch(val) [1][120/6282] eta: 0:51:38 time: 0.5029 data_time: 0.0018 memory: 37986 2022/08/07 13:46:04 - mmengine - INFO - Epoch(val) [1][140/6282] eta: 0:05:27 time: 0.0533 data_time: 0.0016 memory: 1155 2022/08/07 13:46:05 - mmengine - INFO - Epoch(val) [1][160/6282] eta: 0:05:25 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 13:46:06 - mmengine - INFO - Epoch(val) [1][180/6282] eta: 0:05:27 time: 0.0537 data_time: 0.0015 memory: 1155 2022/08/07 13:46:15 - mmengine - INFO - Epoch(val) [1][200/6282] eta: 0:45:42 time: 0.4509 data_time: 0.0015 memory: 37972 2022/08/07 13:46:16 - mmengine - INFO - Epoch(val) [1][220/6282] eta: 0:04:50 time: 0.0479 data_time: 0.0020 memory: 1097 2022/08/07 13:46:18 - mmengine - INFO - Epoch(val) [1][240/6282] eta: 0:09:18 time: 0.0925 data_time: 0.0448 memory: 1097 2022/08/07 13:46:19 - mmengine - INFO - Epoch(val) [1][260/6282] eta: 0:04:50 time: 0.0482 data_time: 0.0015 memory: 1097 2022/08/07 13:46:20 - mmengine - INFO - Epoch(val) [1][280/6282] eta: 0:04:40 time: 0.0467 data_time: 0.0016 memory: 1097 2022/08/07 13:46:21 - mmengine - INFO - Epoch(val) [1][300/6282] eta: 0:04:56 time: 0.0496 data_time: 0.0013 memory: 1155 2022/08/07 13:46:22 - mmengine - INFO - Epoch(val) [1][320/6282] eta: 0:06:56 time: 0.0698 data_time: 0.0155 memory: 1155 2022/08/07 13:46:23 - mmengine - INFO - Epoch(val) [1][340/6282] eta: 0:05:24 time: 0.0545 data_time: 0.0012 memory: 1155 2022/08/07 13:46:24 - mmengine - INFO - Epoch(val) [1][360/6282] eta: 0:05:32 time: 0.0561 data_time: 0.0016 memory: 1155 2022/08/07 13:46:26 - mmengine - INFO - Epoch(val) [1][380/6282] eta: 0:06:41 time: 0.0680 data_time: 0.0140 memory: 1155 2022/08/07 13:46:27 - mmengine - INFO - Epoch(val) [1][400/6282] eta: 0:05:48 time: 0.0592 data_time: 0.0013 memory: 5603 2022/08/07 13:46:28 - mmengine - INFO - Epoch(val) [1][420/6282] eta: 0:04:36 time: 0.0471 data_time: 0.0021 memory: 1101 2022/08/07 13:46:30 - mmengine - INFO - Epoch(val) [1][440/6282] eta: 0:11:03 time: 0.1136 data_time: 0.0691 memory: 1101 2022/08/07 13:46:31 - mmengine - INFO - Epoch(val) [1][460/6282] eta: 0:04:33 time: 0.0470 data_time: 0.0015 memory: 1101 2022/08/07 13:46:32 - mmengine - INFO - Epoch(val) [1][480/6282] eta: 0:06:00 time: 0.0621 data_time: 0.0187 memory: 1101 2022/08/07 13:46:33 - mmengine - INFO - Epoch(val) [1][500/6282] eta: 0:04:15 time: 0.0441 data_time: 0.0015 memory: 1101 2022/08/07 13:46:34 - mmengine - INFO - Epoch(val) [1][520/6282] eta: 0:04:18 time: 0.0449 data_time: 0.0015 memory: 1097 2022/08/07 13:46:35 - mmengine - INFO - Epoch(val) [1][540/6282] eta: 0:04:14 time: 0.0444 data_time: 0.0014 memory: 1097 2022/08/07 13:46:36 - mmengine - INFO - Epoch(val) [1][560/6282] eta: 0:04:10 time: 0.0438 data_time: 0.0014 memory: 1097 2022/08/07 13:46:38 - mmengine - INFO - Epoch(val) [1][580/6282] eta: 0:08:01 time: 0.0844 data_time: 0.0189 memory: 1097 2022/08/07 13:46:38 - mmengine - INFO - Epoch(val) [1][600/6282] eta: 0:04:07 time: 0.0435 data_time: 0.0012 memory: 1097 2022/08/07 13:46:46 - mmengine - INFO - Epoch(val) [1][620/6282] eta: 0:33:54 time: 0.3594 data_time: 0.0017 memory: 37970 2022/08/07 13:46:47 - mmengine - INFO - Epoch(val) [1][640/6282] eta: 0:04:29 time: 0.0477 data_time: 0.0018 memory: 1094 2022/08/07 13:46:48 - mmengine - INFO - Epoch(val) [1][660/6282] eta: 0:04:49 time: 0.0515 data_time: 0.0020 memory: 1094 2022/08/07 13:46:49 - mmengine - INFO - Epoch(val) [1][680/6282] eta: 0:04:39 time: 0.0498 data_time: 0.0028 memory: 1094 2022/08/07 13:46:50 - mmengine - INFO - Epoch(val) [1][700/6282] eta: 0:04:53 time: 0.0525 data_time: 0.0030 memory: 1094 2022/08/07 13:46:51 - mmengine - INFO - Epoch(val) [1][720/6282] eta: 0:05:06 time: 0.0551 data_time: 0.0020 memory: 1155 2022/08/07 13:46:52 - mmengine - INFO - Epoch(val) [1][740/6282] eta: 0:05:29 time: 0.0594 data_time: 0.0023 memory: 1155 2022/08/07 13:46:54 - mmengine - INFO - Epoch(val) [1][760/6282] eta: 0:07:28 time: 0.0812 data_time: 0.0213 memory: 1155 2022/08/07 13:46:55 - mmengine - INFO - Epoch(val) [1][780/6282] eta: 0:05:27 time: 0.0595 data_time: 0.0017 memory: 1155 2022/08/07 13:46:56 - mmengine - INFO - Epoch(val) [1][800/6282] eta: 0:05:16 time: 0.0577 data_time: 0.0019 memory: 1155 2022/08/07 13:46:58 - mmengine - INFO - Epoch(val) [1][820/6282] eta: 0:07:32 time: 0.0828 data_time: 0.0020 memory: 1155 2022/08/07 13:46:58 - mmengine - INFO - Epoch(val) [1][840/6282] eta: 0:04:27 time: 0.0492 data_time: 0.0020 memory: 1097 2022/08/07 13:47:00 - mmengine - INFO - Epoch(val) [1][860/6282] eta: 0:04:34 time: 0.0507 data_time: 0.0021 memory: 1097 2022/08/07 13:47:00 - mmengine - INFO - Epoch(val) [1][880/6282] eta: 0:04:26 time: 0.0493 data_time: 0.0018 memory: 1097 2022/08/07 13:47:01 - mmengine - INFO - Epoch(val) [1][900/6282] eta: 0:04:12 time: 0.0469 data_time: 0.0016 memory: 1097 2022/08/07 13:47:02 - mmengine - INFO - Epoch(val) [1][920/6282] eta: 0:04:15 time: 0.0477 data_time: 0.0016 memory: 1097 2022/08/07 13:47:03 - mmengine - INFO - Epoch(val) [1][940/6282] eta: 0:04:03 time: 0.0456 data_time: 0.0019 memory: 1084 2022/08/07 13:47:04 - mmengine - INFO - Epoch(val) [1][960/6282] eta: 0:04:05 time: 0.0462 data_time: 0.0019 memory: 1084 2022/08/07 13:47:05 - mmengine - INFO - Epoch(val) [1][980/6282] eta: 0:04:05 time: 0.0464 data_time: 0.0020 memory: 1084 2022/08/07 13:47:06 - mmengine - INFO - Epoch(val) [1][1000/6282] eta: 0:04:04 time: 0.0462 data_time: 0.0015 memory: 1084 2022/08/07 13:47:07 - mmengine - INFO - Epoch(val) [1][1020/6282] eta: 0:04:08 time: 0.0471 data_time: 0.0023 memory: 1097 2022/08/07 13:47:08 - mmengine - INFO - Epoch(val) [1][1040/6282] eta: 0:04:29 time: 0.0513 data_time: 0.0016 memory: 1097 2022/08/07 13:47:09 - mmengine - INFO - Epoch(val) [1][1060/6282] eta: 0:04:21 time: 0.0502 data_time: 0.0022 memory: 1097 2022/08/07 13:47:10 - mmengine - INFO - Epoch(val) [1][1080/6282] eta: 0:04:11 time: 0.0483 data_time: 0.0018 memory: 1097 2022/08/07 13:47:11 - mmengine - INFO - Epoch(val) [1][1100/6282] eta: 0:04:16 time: 0.0495 data_time: 0.0022 memory: 1097 2022/08/07 13:47:12 - mmengine - INFO - Epoch(val) [1][1120/6282] eta: 0:04:04 time: 0.0474 data_time: 0.0013 memory: 1097 2022/08/07 13:47:13 - mmengine - INFO - Epoch(val) [1][1140/6282] eta: 0:04:17 time: 0.0501 data_time: 0.0023 memory: 1097 2022/08/07 13:47:14 - mmengine - INFO - Epoch(val) [1][1160/6282] eta: 0:04:19 time: 0.0507 data_time: 0.0022 memory: 1097 2022/08/07 13:47:15 - mmengine - INFO - Epoch(val) [1][1180/6282] eta: 0:04:22 time: 0.0515 data_time: 0.0021 memory: 1097 2022/08/07 13:47:16 - mmengine - INFO - Epoch(val) [1][1200/6282] eta: 0:04:26 time: 0.0524 data_time: 0.0020 memory: 1097 2022/08/07 13:47:18 - mmengine - INFO - Epoch(val) [1][1220/6282] eta: 0:06:28 time: 0.0767 data_time: 0.0032 memory: 1097 2022/08/07 13:47:19 - mmengine - INFO - Epoch(val) [1][1240/6282] eta: 0:05:06 time: 0.0609 data_time: 0.0044 memory: 1155 2022/08/07 13:47:20 - mmengine - INFO - Epoch(val) [1][1260/6282] eta: 0:05:03 time: 0.0604 data_time: 0.0025 memory: 1155 2022/08/07 13:47:21 - mmengine - INFO - Epoch(val) [1][1280/6282] eta: 0:06:04 time: 0.0729 data_time: 0.0146 memory: 1155 2022/08/07 13:47:23 - mmengine - INFO - Epoch(val) [1][1300/6282] eta: 0:04:44 time: 0.0570 data_time: 0.0018 memory: 1155 2022/08/07 13:47:24 - mmengine - INFO - Epoch(val) [1][1320/6282] eta: 0:04:41 time: 0.0568 data_time: 0.0030 memory: 1155 2022/08/07 13:47:25 - mmengine - INFO - Epoch(val) [1][1340/6282] eta: 0:04:59 time: 0.0606 data_time: 0.0027 memory: 1155 2022/08/07 13:47:26 - mmengine - INFO - Epoch(val) [1][1360/6282] eta: 0:04:36 time: 0.0562 data_time: 0.0019 memory: 1155 2022/08/07 13:47:27 - mmengine - INFO - Epoch(val) [1][1380/6282] eta: 0:04:40 time: 0.0573 data_time: 0.0021 memory: 1155 2022/08/07 13:47:30 - mmengine - INFO - Epoch(val) [1][1400/6282] eta: 0:09:34 time: 0.1176 data_time: 0.0631 memory: 1155 2022/08/07 13:47:31 - mmengine - INFO - Epoch(val) [1][1420/6282] eta: 0:04:48 time: 0.0593 data_time: 0.0065 memory: 1155 2022/08/07 13:47:32 - mmengine - INFO - Epoch(val) [1][1440/6282] eta: 0:04:27 time: 0.0551 data_time: 0.0014 memory: 1155 2022/08/07 13:47:33 - mmengine - INFO - Epoch(val) [1][1460/6282] eta: 0:04:21 time: 0.0543 data_time: 0.0014 memory: 1155 2022/08/07 13:47:34 - mmengine - INFO - Epoch(val) [1][1480/6282] eta: 0:05:34 time: 0.0696 data_time: 0.0165 memory: 1155 2022/08/07 13:47:37 - mmengine - INFO - Epoch(val) [1][1500/6282] eta: 0:09:00 time: 0.1130 data_time: 0.0598 memory: 1155 2022/08/07 13:47:42 - mmengine - INFO - Epoch(val) [1][1520/6282] eta: 0:22:34 time: 0.2845 data_time: 0.0013 memory: 38007 2022/08/07 13:47:44 - mmengine - INFO - Epoch(val) [1][1540/6282] eta: 0:08:08 time: 0.1030 data_time: 0.0018 memory: 1242 2022/08/07 13:47:46 - mmengine - INFO - Epoch(val) [1][1560/6282] eta: 0:05:17 time: 0.0673 data_time: 0.0019 memory: 1242 2022/08/07 13:47:47 - mmengine - INFO - Epoch(val) [1][1580/6282] eta: 0:05:20 time: 0.0682 data_time: 0.0022 memory: 1242 2022/08/07 13:47:49 - mmengine - INFO - Epoch(val) [1][1600/6282] eta: 0:05:30 time: 0.0707 data_time: 0.0019 memory: 1242 2022/08/07 13:47:50 - mmengine - INFO - Epoch(val) [1][1620/6282] eta: 0:05:30 time: 0.0709 data_time: 0.0061 memory: 1242 2022/08/07 13:47:51 - mmengine - INFO - Epoch(val) [1][1640/6282] eta: 0:04:32 time: 0.0586 data_time: 0.0013 memory: 1155 2022/08/07 13:47:52 - mmengine - INFO - Epoch(val) [1][1660/6282] eta: 0:04:23 time: 0.0570 data_time: 0.0019 memory: 1155 2022/08/07 13:47:53 - mmengine - INFO - Epoch(val) [1][1680/6282] eta: 0:04:19 time: 0.0563 data_time: 0.0018 memory: 1155 2022/08/07 13:47:55 - mmengine - INFO - Epoch(val) [1][1700/6282] eta: 0:04:25 time: 0.0580 data_time: 0.0019 memory: 1155 2022/08/07 13:47:56 - mmengine - INFO - Epoch(val) [1][1720/6282] eta: 0:04:15 time: 0.0560 data_time: 0.0019 memory: 1155 2022/08/07 13:47:57 - mmengine - INFO - Epoch(val) [1][1740/6282] eta: 0:04:18 time: 0.0568 data_time: 0.0019 memory: 1155 2022/08/07 13:47:58 - mmengine - INFO - Epoch(val) [1][1760/6282] eta: 0:06:07 time: 0.0812 data_time: 0.0017 memory: 1155 2022/08/07 13:48:00 - mmengine - INFO - Epoch(val) [1][1780/6282] eta: 0:04:19 time: 0.0576 data_time: 0.0019 memory: 1155 2022/08/07 13:48:01 - mmengine - INFO - Epoch(val) [1][1800/6282] eta: 0:04:26 time: 0.0595 data_time: 0.0022 memory: 1155 2022/08/07 13:48:02 - mmengine - INFO - Epoch(val) [1][1820/6282] eta: 0:04:13 time: 0.0567 data_time: 0.0019 memory: 1155 2022/08/07 13:48:03 - mmengine - INFO - Epoch(val) [1][1840/6282] eta: 0:04:18 time: 0.0582 data_time: 0.0021 memory: 1155 2022/08/07 13:48:04 - mmengine - INFO - Epoch(val) [1][1860/6282] eta: 0:04:27 time: 0.0606 data_time: 0.0061 memory: 1155 2022/08/07 13:48:06 - mmengine - INFO - Epoch(val) [1][1880/6282] eta: 0:05:56 time: 0.0809 data_time: 0.0245 memory: 1155 2022/08/07 13:48:07 - mmengine - INFO - Epoch(val) [1][1900/6282] eta: 0:04:17 time: 0.0589 data_time: 0.0017 memory: 1155 2022/08/07 13:48:08 - mmengine - INFO - Epoch(val) [1][1920/6282] eta: 0:04:19 time: 0.0596 data_time: 0.0022 memory: 1155 2022/08/07 13:48:09 - mmengine - INFO - Epoch(val) [1][1940/6282] eta: 0:04:11 time: 0.0579 data_time: 0.0036 memory: 1155 2022/08/07 13:48:10 - mmengine - INFO - Epoch(val) [1][1960/6282] eta: 0:03:35 time: 0.0499 data_time: 0.0022 memory: 1101 2022/08/07 13:48:11 - mmengine - INFO - Epoch(val) [1][1980/6282] eta: 0:03:39 time: 0.0510 data_time: 0.0020 memory: 1101 2022/08/07 13:48:12 - mmengine - INFO - Epoch(val) [1][2000/6282] eta: 0:03:28 time: 0.0487 data_time: 0.0019 memory: 1101 2022/08/07 13:48:13 - mmengine - INFO - Epoch(val) [1][2020/6282] eta: 0:03:34 time: 0.0502 data_time: 0.0018 memory: 1101 2022/08/07 13:48:14 - mmengine - INFO - Epoch(val) [1][2040/6282] eta: 0:03:26 time: 0.0488 data_time: 0.0020 memory: 1101 2022/08/07 13:48:15 - mmengine - INFO - Epoch(val) [1][2060/6282] eta: 0:03:23 time: 0.0483 data_time: 0.0019 memory: 1101 2022/08/07 13:48:16 - mmengine - INFO - Epoch(val) [1][2080/6282] eta: 0:03:16 time: 0.0467 data_time: 0.0016 memory: 1101 2022/08/07 13:48:18 - mmengine - INFO - Epoch(val) [1][2100/6282] eta: 0:05:01 time: 0.0722 data_time: 0.0073 memory: 1101 2022/08/07 13:48:19 - mmengine - INFO - Epoch(val) [1][2120/6282] eta: 0:03:19 time: 0.0479 data_time: 0.0018 memory: 1101 2022/08/07 13:48:20 - mmengine - INFO - Epoch(val) [1][2140/6282] eta: 0:03:19 time: 0.0481 data_time: 0.0017 memory: 1101 2022/08/07 13:48:21 - mmengine - INFO - Epoch(val) [1][2160/6282] eta: 0:03:21 time: 0.0488 data_time: 0.0018 memory: 1097 2022/08/07 13:48:22 - mmengine - INFO - Epoch(val) [1][2180/6282] eta: 0:03:17 time: 0.0481 data_time: 0.0018 memory: 1097 2022/08/07 13:48:23 - mmengine - INFO - Epoch(val) [1][2200/6282] eta: 0:03:16 time: 0.0481 data_time: 0.0016 memory: 1097 2022/08/07 13:48:24 - mmengine - INFO - Epoch(val) [1][2220/6282] eta: 0:03:16 time: 0.0483 data_time: 0.0024 memory: 1097 2022/08/07 13:48:25 - mmengine - INFO - Epoch(val) [1][2240/6282] eta: 0:03:35 time: 0.0533 data_time: 0.0015 memory: 1097 2022/08/07 13:48:26 - mmengine - INFO - Epoch(val) [1][2260/6282] eta: 0:03:15 time: 0.0486 data_time: 0.0016 memory: 1101 2022/08/07 13:48:27 - mmengine - INFO - Epoch(val) [1][2280/6282] eta: 0:03:12 time: 0.0481 data_time: 0.0021 memory: 1101 2022/08/07 13:48:27 - mmengine - INFO - Epoch(val) [1][2300/6282] eta: 0:03:10 time: 0.0478 data_time: 0.0020 memory: 1101 2022/08/07 13:48:28 - mmengine - INFO - Epoch(val) [1][2320/6282] eta: 0:03:09 time: 0.0479 data_time: 0.0021 memory: 1101 2022/08/07 13:48:29 - mmengine - INFO - Epoch(val) [1][2340/6282] eta: 0:03:15 time: 0.0495 data_time: 0.0016 memory: 1101 2022/08/07 13:48:30 - mmengine - INFO - Epoch(val) [1][2360/6282] eta: 0:03:14 time: 0.0495 data_time: 0.0019 memory: 1097 2022/08/07 13:48:31 - mmengine - INFO - Epoch(val) [1][2380/6282] eta: 0:03:07 time: 0.0482 data_time: 0.0019 memory: 1097 2022/08/07 13:48:32 - mmengine - INFO - Epoch(val) [1][2400/6282] eta: 0:03:13 time: 0.0499 data_time: 0.0022 memory: 1097 2022/08/07 13:48:33 - mmengine - INFO - Epoch(val) [1][2420/6282] eta: 0:03:05 time: 0.0480 data_time: 0.0015 memory: 1097 2022/08/07 13:48:34 - mmengine - INFO - Epoch(val) [1][2440/6282] eta: 0:03:03 time: 0.0479 data_time: 0.0022 memory: 1097 2022/08/07 13:48:36 - mmengine - INFO - Epoch(val) [1][2460/6282] eta: 0:04:43 time: 0.0741 data_time: 0.0168 memory: 1155 2022/08/07 13:48:37 - mmengine - INFO - Epoch(val) [1][2480/6282] eta: 0:03:44 time: 0.0592 data_time: 0.0026 memory: 1155 2022/08/07 13:48:39 - mmengine - INFO - Epoch(val) [1][2500/6282] eta: 0:05:09 time: 0.0817 data_time: 0.0014 memory: 1155 2022/08/07 13:48:40 - mmengine - INFO - Epoch(val) [1][2520/6282] eta: 0:03:29 time: 0.0558 data_time: 0.0019 memory: 1155 2022/08/07 13:48:41 - mmengine - INFO - Epoch(val) [1][2540/6282] eta: 0:03:57 time: 0.0634 data_time: 0.0096 memory: 1155 2022/08/07 13:48:42 - mmengine - INFO - Epoch(val) [1][2560/6282] eta: 0:03:34 time: 0.0575 data_time: 0.0016 memory: 1155 2022/08/07 13:48:43 - mmengine - INFO - Epoch(val) [1][2580/6282] eta: 0:03:29 time: 0.0567 data_time: 0.0024 memory: 1155 2022/08/07 13:48:45 - mmengine - INFO - Epoch(val) [1][2600/6282] eta: 0:03:52 time: 0.0632 data_time: 0.0086 memory: 1155 2022/08/07 13:48:46 - mmengine - INFO - Epoch(val) [1][2620/6282] eta: 0:04:37 time: 0.0758 data_time: 0.0229 memory: 1155 2022/08/07 13:48:47 - mmengine - INFO - Epoch(val) [1][2640/6282] eta: 0:03:28 time: 0.0572 data_time: 0.0017 memory: 1155 2022/08/07 13:48:54 - mmengine - INFO - Epoch(val) [1][2660/6282] eta: 0:20:08 time: 0.3337 data_time: 0.0017 memory: 38005 2022/08/07 13:48:55 - mmengine - INFO - Epoch(val) [1][2680/6282] eta: 0:03:54 time: 0.0652 data_time: 0.0018 memory: 1234 2022/08/07 13:48:57 - mmengine - INFO - Epoch(val) [1][2700/6282] eta: 0:04:01 time: 0.0675 data_time: 0.0018 memory: 1234 2022/08/07 13:48:58 - mmengine - INFO - Epoch(val) [1][2720/6282] eta: 0:05:20 time: 0.0899 data_time: 0.0019 memory: 1234 2022/08/07 13:49:00 - mmengine - INFO - Epoch(val) [1][2740/6282] eta: 0:03:40 time: 0.0622 data_time: 0.0017 memory: 1234 2022/08/07 13:49:00 - mmengine - INFO - Epoch(val) [1][2760/6282] eta: 0:02:37 time: 0.0446 data_time: 0.0017 memory: 1101 2022/08/07 13:49:01 - mmengine - INFO - Epoch(val) [1][2780/6282] eta: 0:02:40 time: 0.0459 data_time: 0.0016 memory: 1101 2022/08/07 13:49:02 - mmengine - INFO - Epoch(val) [1][2800/6282] eta: 0:02:41 time: 0.0463 data_time: 0.0016 memory: 1101 2022/08/07 13:49:03 - mmengine - INFO - Epoch(val) [1][2820/6282] eta: 0:02:48 time: 0.0488 data_time: 0.0017 memory: 1101 2022/08/07 13:49:04 - mmengine - INFO - Epoch(val) [1][2840/6282] eta: 0:02:46 time: 0.0484 data_time: 0.0018 memory: 1101 2022/08/07 13:49:05 - mmengine - INFO - Epoch(val) [1][2860/6282] eta: 0:03:03 time: 0.0535 data_time: 0.0018 memory: 1155 2022/08/07 13:49:07 - mmengine - INFO - Epoch(val) [1][2880/6282] eta: 0:05:10 time: 0.0914 data_time: 0.0353 memory: 1155 2022/08/07 13:49:08 - mmengine - INFO - Epoch(val) [1][2900/6282] eta: 0:03:07 time: 0.0554 data_time: 0.0016 memory: 1155 2022/08/07 13:49:14 - mmengine - INFO - Epoch(val) [1][2920/6282] eta: 0:17:16 time: 0.3084 data_time: 0.0018 memory: 37977 2022/08/07 13:49:15 - mmengine - INFO - Epoch(val) [1][2940/6282] eta: 0:02:53 time: 0.0520 data_time: 0.0019 memory: 1125 2022/08/07 13:49:17 - mmengine - INFO - Epoch(val) [1][2960/6282] eta: 0:02:48 time: 0.0507 data_time: 0.0015 memory: 1125 2022/08/07 13:49:18 - mmengine - INFO - Epoch(val) [1][2980/6282] eta: 0:02:52 time: 0.0522 data_time: 0.0018 memory: 1125 2022/08/07 13:49:19 - mmengine - INFO - Epoch(val) [1][3000/6282] eta: 0:02:39 time: 0.0486 data_time: 0.0016 memory: 1125 2022/08/07 13:49:20 - mmengine - INFO - Epoch(val) [1][3020/6282] eta: 0:02:59 time: 0.0552 data_time: 0.0017 memory: 1155 2022/08/07 13:49:21 - mmengine - INFO - Epoch(val) [1][3040/6282] eta: 0:02:58 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 13:49:22 - mmengine - INFO - Epoch(val) [1][3060/6282] eta: 0:04:17 time: 0.0800 data_time: 0.0019 memory: 1155 2022/08/07 13:49:24 - mmengine - INFO - Epoch(val) [1][3080/6282] eta: 0:03:07 time: 0.0585 data_time: 0.0018 memory: 1155 2022/08/07 13:49:25 - mmengine - INFO - Epoch(val) [1][3100/6282] eta: 0:03:16 time: 0.0617 data_time: 0.0108 memory: 1155 2022/08/07 13:49:26 - mmengine - INFO - Epoch(val) [1][3120/6282] eta: 0:02:34 time: 0.0490 data_time: 0.0024 memory: 1101 2022/08/07 13:49:27 - mmengine - INFO - Epoch(val) [1][3140/6282] eta: 0:02:37 time: 0.0501 data_time: 0.0017 memory: 1101 2022/08/07 13:49:28 - mmengine - INFO - Epoch(val) [1][3160/6282] eta: 0:02:37 time: 0.0505 data_time: 0.0021 memory: 1101 2022/08/07 13:49:29 - mmengine - INFO - Epoch(val) [1][3180/6282] eta: 0:02:34 time: 0.0498 data_time: 0.0014 memory: 1101 2022/08/07 13:49:30 - mmengine - INFO - Epoch(val) [1][3200/6282] eta: 0:02:53 time: 0.0562 data_time: 0.0022 memory: 1155 2022/08/07 13:49:31 - mmengine - INFO - Epoch(val) [1][3220/6282] eta: 0:02:57 time: 0.0578 data_time: 0.0017 memory: 1155 2022/08/07 13:49:32 - mmengine - INFO - Epoch(val) [1][3240/6282] eta: 0:02:55 time: 0.0579 data_time: 0.0025 memory: 1155 2022/08/07 13:49:33 - mmengine - INFO - Epoch(val) [1][3260/6282] eta: 0:02:51 time: 0.0569 data_time: 0.0023 memory: 1155 2022/08/07 13:49:34 - mmengine - INFO - Epoch(val) [1][3280/6282] eta: 0:02:55 time: 0.0585 data_time: 0.0021 memory: 1155 2022/08/07 13:49:36 - mmengine - INFO - Epoch(val) [1][3300/6282] eta: 0:02:49 time: 0.0570 data_time: 0.0019 memory: 1155 2022/08/07 13:49:37 - mmengine - INFO - Epoch(val) [1][3320/6282] eta: 0:02:54 time: 0.0588 data_time: 0.0023 memory: 1155 2022/08/07 13:49:38 - mmengine - INFO - Epoch(val) [1][3340/6282] eta: 0:02:52 time: 0.0585 data_time: 0.0016 memory: 1155 2022/08/07 13:49:39 - mmengine - INFO - Epoch(val) [1][3360/6282] eta: 0:02:49 time: 0.0580 data_time: 0.0019 memory: 1155 2022/08/07 13:49:40 - mmengine - INFO - Epoch(val) [1][3380/6282] eta: 0:02:31 time: 0.0522 data_time: 0.0013 memory: 1155 2022/08/07 13:49:41 - mmengine - INFO - Epoch(val) [1][3400/6282] eta: 0:02:11 time: 0.0455 data_time: 0.0017 memory: 1097 2022/08/07 13:49:42 - mmengine - INFO - Epoch(val) [1][3420/6282] eta: 0:02:09 time: 0.0452 data_time: 0.0015 memory: 1097 2022/08/07 13:49:43 - mmengine - INFO - Epoch(val) [1][3440/6282] eta: 0:02:25 time: 0.0513 data_time: 0.0012 memory: 1097 2022/08/07 13:49:44 - mmengine - INFO - Epoch(val) [1][3460/6282] eta: 0:02:24 time: 0.0513 data_time: 0.0051 memory: 1097 2022/08/07 13:49:45 - mmengine - INFO - Epoch(val) [1][3480/6282] eta: 0:02:48 time: 0.0600 data_time: 0.0139 memory: 1097 2022/08/07 13:49:46 - mmengine - INFO - Epoch(val) [1][3500/6282] eta: 0:02:25 time: 0.0523 data_time: 0.0023 memory: 1097 2022/08/07 13:49:47 - mmengine - INFO - Epoch(val) [1][3520/6282] eta: 0:02:17 time: 0.0499 data_time: 0.0017 memory: 1097 2022/08/07 13:49:48 - mmengine - INFO - Epoch(val) [1][3540/6282] eta: 0:02:08 time: 0.0467 data_time: 0.0015 memory: 1097 2022/08/07 13:49:49 - mmengine - INFO - Epoch(val) [1][3560/6282] eta: 0:02:09 time: 0.0474 data_time: 0.0016 memory: 1097 2022/08/07 13:49:56 - mmengine - INFO - Epoch(val) [1][3580/6282] eta: 0:16:04 time: 0.3571 data_time: 0.0022 memory: 37982 2022/08/07 13:49:57 - mmengine - INFO - Epoch(val) [1][3600/6282] eta: 0:02:21 time: 0.0526 data_time: 0.0027 memory: 1139 2022/08/07 13:49:58 - mmengine - INFO - Epoch(val) [1][3620/6282] eta: 0:02:19 time: 0.0525 data_time: 0.0025 memory: 1139 2022/08/07 13:50:00 - mmengine - INFO - Epoch(val) [1][3640/6282] eta: 0:02:22 time: 0.0539 data_time: 0.0070 memory: 1139 2022/08/07 13:50:00 - mmengine - INFO - Epoch(val) [1][3660/6282] eta: 0:02:07 time: 0.0485 data_time: 0.0015 memory: 1139 2022/08/07 13:50:02 - mmengine - INFO - Epoch(val) [1][3680/6282] eta: 0:02:21 time: 0.0543 data_time: 0.0022 memory: 1155 2022/08/07 13:50:03 - mmengine - INFO - Epoch(val) [1][3700/6282] eta: 0:03:01 time: 0.0703 data_time: 0.0162 memory: 1155 2022/08/07 13:50:04 - mmengine - INFO - Epoch(val) [1][3720/6282] eta: 0:02:24 time: 0.0566 data_time: 0.0019 memory: 1155 2022/08/07 13:50:05 - mmengine - INFO - Epoch(val) [1][3740/6282] eta: 0:02:23 time: 0.0565 data_time: 0.0018 memory: 1155 2022/08/07 13:50:07 - mmengine - INFO - Epoch(val) [1][3760/6282] eta: 0:03:26 time: 0.0820 data_time: 0.0022 memory: 1155 2022/08/07 13:50:08 - mmengine - INFO - Epoch(val) [1][3780/6282] eta: 0:02:25 time: 0.0582 data_time: 0.0021 memory: 1155 2022/08/07 13:50:09 - mmengine - INFO - Epoch(val) [1][3800/6282] eta: 0:02:19 time: 0.0564 data_time: 0.0020 memory: 1155 2022/08/07 13:50:10 - mmengine - INFO - Epoch(val) [1][3820/6282] eta: 0:02:18 time: 0.0563 data_time: 0.0020 memory: 1155 2022/08/07 13:50:11 - mmengine - INFO - Epoch(val) [1][3840/6282] eta: 0:02:16 time: 0.0558 data_time: 0.0017 memory: 1155 2022/08/07 13:50:13 - mmengine - INFO - Epoch(val) [1][3860/6282] eta: 0:02:19 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 13:50:14 - mmengine - INFO - Epoch(val) [1][3880/6282] eta: 0:02:28 time: 0.0618 data_time: 0.0027 memory: 1155 2022/08/07 13:50:15 - mmengine - INFO - Epoch(val) [1][3900/6282] eta: 0:02:15 time: 0.0569 data_time: 0.0018 memory: 1155 2022/08/07 13:50:16 - mmengine - INFO - Epoch(val) [1][3920/6282] eta: 0:02:16 time: 0.0578 data_time: 0.0021 memory: 1155 2022/08/07 13:50:18 - mmengine - INFO - Epoch(val) [1][3940/6282] eta: 0:03:15 time: 0.0833 data_time: 0.0023 memory: 1155 2022/08/07 13:50:19 - mmengine - INFO - Epoch(val) [1][3960/6282] eta: 0:02:13 time: 0.0577 data_time: 0.0014 memory: 1155 2022/08/07 13:50:20 - mmengine - INFO - Epoch(val) [1][3980/6282] eta: 0:02:13 time: 0.0580 data_time: 0.0021 memory: 1155 2022/08/07 13:50:21 - mmengine - INFO - Epoch(val) [1][4000/6282] eta: 0:02:07 time: 0.0557 data_time: 0.0017 memory: 1155 2022/08/07 13:50:22 - mmengine - INFO - Epoch(val) [1][4020/6282] eta: 0:02:11 time: 0.0579 data_time: 0.0022 memory: 1155 2022/08/07 13:50:24 - mmengine - INFO - Epoch(val) [1][4040/6282] eta: 0:02:11 time: 0.0585 data_time: 0.0018 memory: 1234 2022/08/07 13:50:25 - mmengine - INFO - Epoch(val) [1][4060/6282] eta: 0:02:33 time: 0.0689 data_time: 0.0018 memory: 1234 2022/08/07 13:50:26 - mmengine - INFO - Epoch(val) [1][4080/6282] eta: 0:02:29 time: 0.0680 data_time: 0.0019 memory: 1234 2022/08/07 13:50:28 - mmengine - INFO - Epoch(val) [1][4100/6282] eta: 0:02:27 time: 0.0677 data_time: 0.0021 memory: 1234 2022/08/07 13:50:29 - mmengine - INFO - Epoch(val) [1][4120/6282] eta: 0:03:02 time: 0.0845 data_time: 0.0018 memory: 1234 2022/08/07 13:50:31 - mmengine - INFO - Epoch(val) [1][4140/6282] eta: 0:02:11 time: 0.0613 data_time: 0.0026 memory: 1234 2022/08/07 13:50:31 - mmengine - INFO - Epoch(val) [1][4160/6282] eta: 0:01:42 time: 0.0482 data_time: 0.0017 memory: 1097 2022/08/07 13:50:32 - mmengine - INFO - Epoch(val) [1][4180/6282] eta: 0:01:37 time: 0.0465 data_time: 0.0018 memory: 1097 2022/08/07 13:50:34 - mmengine - INFO - Epoch(val) [1][4200/6282] eta: 0:02:26 time: 0.0706 data_time: 0.0230 memory: 1097 2022/08/07 13:50:35 - mmengine - INFO - Epoch(val) [1][4220/6282] eta: 0:01:38 time: 0.0476 data_time: 0.0011 memory: 1097 2022/08/07 13:50:37 - mmengine - INFO - Epoch(val) [1][4240/6282] eta: 0:03:40 time: 0.1080 data_time: 0.0015 memory: 2159 2022/08/07 13:50:38 - mmengine - INFO - Epoch(val) [1][4260/6282] eta: 0:01:36 time: 0.0478 data_time: 0.0018 memory: 1096 2022/08/07 13:50:39 - mmengine - INFO - Epoch(val) [1][4280/6282] eta: 0:01:34 time: 0.0473 data_time: 0.0019 memory: 1096 2022/08/07 13:50:40 - mmengine - INFO - Epoch(val) [1][4300/6282] eta: 0:01:32 time: 0.0469 data_time: 0.0014 memory: 1096 2022/08/07 13:50:41 - mmengine - INFO - Epoch(val) [1][4320/6282] eta: 0:01:44 time: 0.0534 data_time: 0.0018 memory: 1096 2022/08/07 13:50:42 - mmengine - INFO - Epoch(val) [1][4340/6282] eta: 0:01:29 time: 0.0462 data_time: 0.0016 memory: 1096 2022/08/07 13:50:43 - mmengine - INFO - Epoch(val) [1][4360/6282] eta: 0:02:39 time: 0.0829 data_time: 0.0287 memory: 1155 2022/08/07 13:50:46 - mmengine - INFO - Epoch(val) [1][4380/6282] eta: 0:03:17 time: 0.1041 data_time: 0.0488 memory: 1155 2022/08/07 13:50:47 - mmengine - INFO - Epoch(val) [1][4400/6282] eta: 0:02:19 time: 0.0742 data_time: 0.0189 memory: 1155 2022/08/07 13:50:48 - mmengine - INFO - Epoch(val) [1][4420/6282] eta: 0:01:46 time: 0.0574 data_time: 0.0018 memory: 1155 2022/08/07 13:50:52 - mmengine - INFO - Epoch(val) [1][4440/6282] eta: 0:05:56 time: 0.1937 data_time: 0.0023 memory: 37988 2022/08/07 13:50:53 - mmengine - INFO - Epoch(val) [1][4460/6282] eta: 0:01:40 time: 0.0554 data_time: 0.0016 memory: 1163 2022/08/07 13:50:54 - mmengine - INFO - Epoch(val) [1][4480/6282] eta: 0:01:37 time: 0.0543 data_time: 0.0013 memory: 1163 2022/08/07 13:50:55 - mmengine - INFO - Epoch(val) [1][4500/6282] eta: 0:01:40 time: 0.0565 data_time: 0.0020 memory: 1163 2022/08/07 13:50:57 - mmengine - INFO - Epoch(val) [1][4520/6282] eta: 0:01:56 time: 0.0661 data_time: 0.0016 memory: 1163 2022/08/07 13:50:59 - mmengine - INFO - Epoch(val) [1][4540/6282] eta: 0:03:14 time: 0.1117 data_time: 0.0665 memory: 1101 2022/08/07 13:51:00 - mmengine - INFO - Epoch(val) [1][4560/6282] eta: 0:01:19 time: 0.0461 data_time: 0.0011 memory: 1101 2022/08/07 13:51:01 - mmengine - INFO - Epoch(val) [1][4580/6282] eta: 0:01:19 time: 0.0466 data_time: 0.0017 memory: 1101 2022/08/07 13:51:02 - mmengine - INFO - Epoch(val) [1][4600/6282] eta: 0:01:20 time: 0.0477 data_time: 0.0017 memory: 1101 2022/08/07 13:51:03 - mmengine - INFO - Epoch(val) [1][4620/6282] eta: 0:01:19 time: 0.0481 data_time: 0.0017 memory: 1101 2022/08/07 13:51:05 - mmengine - INFO - Epoch(val) [1][4640/6282] eta: 0:03:12 time: 0.1171 data_time: 0.0608 memory: 1163 2022/08/07 13:51:06 - mmengine - INFO - Epoch(val) [1][4660/6282] eta: 0:01:31 time: 0.0566 data_time: 0.0017 memory: 1163 2022/08/07 13:51:07 - mmengine - INFO - Epoch(val) [1][4680/6282] eta: 0:01:31 time: 0.0572 data_time: 0.0017 memory: 1163 2022/08/07 13:51:08 - mmengine - INFO - Epoch(val) [1][4700/6282] eta: 0:01:30 time: 0.0574 data_time: 0.0020 memory: 1163 2022/08/07 13:51:10 - mmengine - INFO - Epoch(val) [1][4720/6282] eta: 0:01:36 time: 0.0615 data_time: 0.0017 memory: 5606 2022/08/07 13:51:11 - mmengine - INFO - Epoch(val) [1][4740/6282] eta: 0:01:15 time: 0.0487 data_time: 0.0012 memory: 1122 2022/08/07 13:51:12 - mmengine - INFO - Epoch(val) [1][4760/6282] eta: 0:01:17 time: 0.0508 data_time: 0.0018 memory: 1122 2022/08/07 13:51:13 - mmengine - INFO - Epoch(val) [1][4780/6282] eta: 0:01:14 time: 0.0497 data_time: 0.0018 memory: 1122 2022/08/07 13:51:14 - mmengine - INFO - Epoch(val) [1][4800/6282] eta: 0:01:14 time: 0.0500 data_time: 0.0017 memory: 1122 2022/08/07 13:51:15 - mmengine - INFO - Epoch(val) [1][4820/6282] eta: 0:01:25 time: 0.0588 data_time: 0.0019 memory: 1155 2022/08/07 13:51:16 - mmengine - INFO - Epoch(val) [1][4840/6282] eta: 0:01:21 time: 0.0562 data_time: 0.0021 memory: 1155 2022/08/07 13:51:17 - mmengine - INFO - Epoch(val) [1][4860/6282] eta: 0:01:23 time: 0.0588 data_time: 0.0018 memory: 1155 2022/08/07 13:51:18 - mmengine - INFO - Epoch(val) [1][4880/6282] eta: 0:01:24 time: 0.0602 data_time: 0.0019 memory: 1155 2022/08/07 13:51:20 - mmengine - INFO - Epoch(val) [1][4900/6282] eta: 0:01:19 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 13:51:21 - mmengine - INFO - Epoch(val) [1][4920/6282] eta: 0:01:28 time: 0.0647 data_time: 0.0018 memory: 5614 2022/08/07 13:51:22 - mmengine - INFO - Epoch(val) [1][4940/6282] eta: 0:01:16 time: 0.0568 data_time: 0.0017 memory: 1158 2022/08/07 13:51:23 - mmengine - INFO - Epoch(val) [1][4960/6282] eta: 0:01:15 time: 0.0572 data_time: 0.0019 memory: 1158 2022/08/07 13:51:24 - mmengine - INFO - Epoch(val) [1][4980/6282] eta: 0:01:14 time: 0.0569 data_time: 0.0021 memory: 1158 2022/08/07 13:51:25 - mmengine - INFO - Epoch(val) [1][5000/6282] eta: 0:01:17 time: 0.0608 data_time: 0.0017 memory: 1158 2022/08/07 13:51:27 - mmengine - INFO - Epoch(val) [1][5020/6282] eta: 0:01:06 time: 0.0526 data_time: 0.0019 memory: 1158 2022/08/07 13:51:28 - mmengine - INFO - Epoch(val) [1][5040/6282] eta: 0:01:07 time: 0.0541 data_time: 0.0022 memory: 1101 2022/08/07 13:51:29 - mmengine - INFO - Epoch(val) [1][5060/6282] eta: 0:00:59 time: 0.0483 data_time: 0.0019 memory: 1101 2022/08/07 13:51:30 - mmengine - INFO - Epoch(val) [1][5080/6282] eta: 0:01:00 time: 0.0506 data_time: 0.0024 memory: 1101 2022/08/07 13:51:31 - mmengine - INFO - Epoch(val) [1][5100/6282] eta: 0:00:59 time: 0.0503 data_time: 0.0017 memory: 1101 2022/08/07 13:51:32 - mmengine - INFO - Epoch(val) [1][5120/6282] eta: 0:00:58 time: 0.0507 data_time: 0.0020 memory: 1101 2022/08/07 13:51:33 - mmengine - INFO - Epoch(val) [1][5140/6282] eta: 0:00:58 time: 0.0509 data_time: 0.0021 memory: 1097 2022/08/07 13:51:34 - mmengine - INFO - Epoch(val) [1][5160/6282] eta: 0:00:55 time: 0.0498 data_time: 0.0022 memory: 1097 2022/08/07 13:51:35 - mmengine - INFO - Epoch(val) [1][5180/6282] eta: 0:00:58 time: 0.0528 data_time: 0.0015 memory: 1097 2022/08/07 13:51:36 - mmengine - INFO - Epoch(val) [1][5200/6282] eta: 0:00:52 time: 0.0485 data_time: 0.0023 memory: 1097 2022/08/07 13:51:37 - mmengine - INFO - Epoch(val) [1][5220/6282] eta: 0:00:56 time: 0.0529 data_time: 0.0015 memory: 1097 2022/08/07 13:51:38 - mmengine - INFO - Epoch(val) [1][5240/6282] eta: 0:00:48 time: 0.0470 data_time: 0.0014 memory: 1096 2022/08/07 13:51:39 - mmengine - INFO - Epoch(val) [1][5260/6282] eta: 0:00:46 time: 0.0456 data_time: 0.0016 memory: 1096 2022/08/07 13:51:40 - mmengine - INFO - Epoch(val) [1][5280/6282] eta: 0:00:47 time: 0.0478 data_time: 0.0019 memory: 1096 2022/08/07 13:51:40 - mmengine - INFO - Epoch(val) [1][5300/6282] eta: 0:00:45 time: 0.0465 data_time: 0.0015 memory: 1096 2022/08/07 13:51:41 - mmengine - INFO - Epoch(val) [1][5320/6282] eta: 0:00:43 time: 0.0450 data_time: 0.0014 memory: 1097 2022/08/07 13:51:42 - mmengine - INFO - Epoch(val) [1][5340/6282] eta: 0:00:42 time: 0.0448 data_time: 0.0018 memory: 1097 2022/08/07 13:51:43 - mmengine - INFO - Epoch(val) [1][5360/6282] eta: 0:00:42 time: 0.0466 data_time: 0.0016 memory: 1097 2022/08/07 13:51:44 - mmengine - INFO - Epoch(val) [1][5380/6282] eta: 0:00:43 time: 0.0479 data_time: 0.0019 memory: 1097 2022/08/07 13:51:45 - mmengine - INFO - Epoch(val) [1][5400/6282] eta: 0:00:43 time: 0.0488 data_time: 0.0022 memory: 1097 2022/08/07 13:51:46 - mmengine - INFO - Epoch(val) [1][5420/6282] eta: 0:00:39 time: 0.0464 data_time: 0.0017 memory: 1097 2022/08/07 13:51:47 - mmengine - INFO - Epoch(val) [1][5440/6282] eta: 0:00:39 time: 0.0465 data_time: 0.0020 memory: 1097 2022/08/07 13:51:48 - mmengine - INFO - Epoch(val) [1][5460/6282] eta: 0:00:39 time: 0.0482 data_time: 0.0027 memory: 1097 2022/08/07 13:51:49 - mmengine - INFO - Epoch(val) [1][5480/6282] eta: 0:00:37 time: 0.0462 data_time: 0.0017 memory: 1097 2022/08/07 13:51:50 - mmengine - INFO - Epoch(val) [1][5500/6282] eta: 0:00:36 time: 0.0463 data_time: 0.0017 memory: 1097 2022/08/07 13:51:55 - mmengine - INFO - Epoch(val) [1][5520/6282] eta: 0:03:11 time: 0.2518 data_time: 0.0016 memory: 37975 2022/08/07 13:51:56 - mmengine - INFO - Epoch(val) [1][5540/6282] eta: 0:00:34 time: 0.0469 data_time: 0.0015 memory: 1118 2022/08/07 13:51:57 - mmengine - INFO - Epoch(val) [1][5560/6282] eta: 0:00:32 time: 0.0457 data_time: 0.0014 memory: 1118 2022/08/07 13:51:58 - mmengine - INFO - Epoch(val) [1][5580/6282] eta: 0:00:46 time: 0.0662 data_time: 0.0016 memory: 1118 2022/08/07 13:51:59 - mmengine - INFO - Epoch(val) [1][5600/6282] eta: 0:00:30 time: 0.0450 data_time: 0.0013 memory: 1118 2022/08/07 13:52:00 - mmengine - INFO - Epoch(val) [1][5620/6282] eta: 0:00:29 time: 0.0446 data_time: 0.0013 memory: 1118 2022/08/07 13:52:01 - mmengine - INFO - Epoch(val) [1][5640/6282] eta: 0:00:29 time: 0.0461 data_time: 0.0015 memory: 1097 2022/08/07 13:52:02 - mmengine - INFO - Epoch(val) [1][5660/6282] eta: 0:00:28 time: 0.0455 data_time: 0.0015 memory: 1097 2022/08/07 13:52:03 - mmengine - INFO - Epoch(val) [1][5680/6282] eta: 0:00:27 time: 0.0458 data_time: 0.0015 memory: 1097 2022/08/07 13:52:03 - mmengine - INFO - Epoch(val) [1][5700/6282] eta: 0:00:27 time: 0.0466 data_time: 0.0016 memory: 1097 2022/08/07 13:52:08 - mmengine - INFO - Epoch(val) [1][5720/6282] eta: 0:02:17 time: 0.2450 data_time: 0.0019 memory: 37980 2022/08/07 13:52:09 - mmengine - INFO - Epoch(val) [1][5740/6282] eta: 0:00:28 time: 0.0518 data_time: 0.0018 memory: 1130 2022/08/07 13:52:10 - mmengine - INFO - Epoch(val) [1][5760/6282] eta: 0:00:25 time: 0.0487 data_time: 0.0013 memory: 1130 2022/08/07 13:52:11 - mmengine - INFO - Epoch(val) [1][5780/6282] eta: 0:00:23 time: 0.0469 data_time: 0.0015 memory: 1130 2022/08/07 13:52:12 - mmengine - INFO - Epoch(val) [1][5800/6282] eta: 0:00:23 time: 0.0477 data_time: 0.0014 memory: 1130 2022/08/07 13:52:13 - mmengine - INFO - Epoch(val) [1][5820/6282] eta: 0:00:21 time: 0.0474 data_time: 0.0015 memory: 1130 2022/08/07 13:52:14 - mmengine - INFO - Epoch(val) [1][5840/6282] eta: 0:00:20 time: 0.0465 data_time: 0.0015 memory: 1118 2022/08/07 13:52:15 - mmengine - INFO - Epoch(val) [1][5860/6282] eta: 0:00:20 time: 0.0475 data_time: 0.0015 memory: 1118 2022/08/07 13:52:16 - mmengine - INFO - Epoch(val) [1][5880/6282] eta: 0:00:19 time: 0.0485 data_time: 0.0017 memory: 1118 2022/08/07 13:52:17 - mmengine - INFO - Epoch(val) [1][5900/6282] eta: 0:00:18 time: 0.0492 data_time: 0.0020 memory: 1118 2022/08/07 13:52:18 - mmengine - INFO - Epoch(val) [1][5920/6282] eta: 0:00:18 time: 0.0503 data_time: 0.0021 memory: 1118 2022/08/07 13:52:20 - mmengine - INFO - Epoch(val) [1][5940/6282] eta: 0:00:26 time: 0.0767 data_time: 0.0040 memory: 1097 2022/08/07 13:52:21 - mmengine - INFO - Epoch(val) [1][5960/6282] eta: 0:00:15 time: 0.0469 data_time: 0.0015 memory: 1097 2022/08/07 13:52:21 - mmengine - INFO - Epoch(val) [1][5980/6282] eta: 0:00:13 time: 0.0462 data_time: 0.0016 memory: 1097 2022/08/07 13:52:23 - mmengine - INFO - Epoch(val) [1][6000/6282] eta: 0:00:15 time: 0.0561 data_time: 0.0022 memory: 1155 2022/08/07 13:52:24 - mmengine - INFO - Epoch(val) [1][6020/6282] eta: 0:00:14 time: 0.0561 data_time: 0.0017 memory: 1155 2022/08/07 13:52:25 - mmengine - INFO - Epoch(val) [1][6040/6282] eta: 0:00:13 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 13:52:26 - mmengine - INFO - Epoch(val) [1][6060/6282] eta: 0:00:12 time: 0.0558 data_time: 0.0015 memory: 1155 2022/08/07 13:52:27 - mmengine - INFO - Epoch(val) [1][6080/6282] eta: 0:00:11 time: 0.0554 data_time: 0.0019 memory: 1155 2022/08/07 13:52:28 - mmengine - INFO - Epoch(val) [1][6100/6282] eta: 0:00:10 time: 0.0581 data_time: 0.0035 memory: 1155 2022/08/07 13:52:30 - mmengine - INFO - Epoch(val) [1][6120/6282] eta: 0:00:14 time: 0.0865 data_time: 0.0153 memory: 1155 2022/08/07 13:52:31 - mmengine - INFO - Epoch(val) [1][6140/6282] eta: 0:00:07 time: 0.0558 data_time: 0.0018 memory: 1155 2022/08/07 13:52:32 - mmengine - INFO - Epoch(val) [1][6160/6282] eta: 0:00:06 time: 0.0550 data_time: 0.0020 memory: 1155 2022/08/07 13:52:33 - mmengine - INFO - Epoch(val) [1][6180/6282] eta: 0:00:05 time: 0.0543 data_time: 0.0015 memory: 1155 2022/08/07 13:52:34 - mmengine - INFO - Epoch(val) [1][6200/6282] eta: 0:00:04 time: 0.0545 data_time: 0.0016 memory: 1155 2022/08/07 13:52:35 - mmengine - INFO - Epoch(val) [1][6220/6282] eta: 0:00:03 time: 0.0553 data_time: 0.0017 memory: 1155 2022/08/07 13:52:37 - mmengine - INFO - Epoch(val) [1][6240/6282] eta: 0:00:02 time: 0.0542 data_time: 0.0017 memory: 1155 2022/08/07 13:52:38 - mmengine - INFO - Epoch(val) [1][6260/6282] eta: 0:00:01 time: 0.0613 data_time: 0.0036 memory: 1155 2022/08/07 13:52:39 - mmengine - INFO - Epoch(val) [1][6280/6282] eta: 0:00:00 time: 0.0536 data_time: 0.0015 memory: 1155 2022/08/07 13:58:02 - mmengine - INFO - Epoch(val) [1][6282/6282] mAP/mAP@0.5IOU: 0.1550 2022/08/07 13:58:12 - mmengine - INFO - The best checkpoint with 0.1550 mAP/mAP@0.5IOU at 2 epoch is saved to best_mAP/mAP@0.5IOU_epoch_2.pth. 2022/08/07 13:58:33 - mmengine - INFO - Epoch(train) [2][20/1441] lr: 6.5000e-02 eta: 7:24:23 time: 1.0570 data_time: 0.1432 memory: 23477 grad_norm: 0.1137 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6837 recall@top3: 0.7330 prec@top3: 0.6395 recall@top5: 0.8929 prec@top5: 0.4816 loss_action_cls: 0.0881 loss: 0.0881 2022/08/07 13:58:52 - mmengine - INFO - Epoch(train) [2][40/1441] lr: 6.5000e-02 eta: 7:23:46 time: 0.9259 data_time: 0.0272 memory: 23477 grad_norm: 0.1148 recall@thr=0.5: 0.6226 prec@thr=0.5: 0.6167 recall@top3: 0.7233 prec@top3: 0.5786 recall@top5: 0.8774 prec@top5: 0.4302 loss_action_cls: 0.0845 loss: 0.0845 2022/08/07 13:59:10 - mmengine - INFO - Epoch(train) [2][60/1441] lr: 6.5000e-02 eta: 7:23:09 time: 0.9279 data_time: 0.0271 memory: 23477 grad_norm: 0.1127 recall@thr=0.5: 0.5993 prec@thr=0.5: 0.7376 recall@top3: 0.7730 prec@top3: 0.6241 recall@top5: 0.9397 prec@top5: 0.4766 loss_action_cls: 0.0885 loss: 0.0885 2022/08/07 13:59:29 - mmengine - INFO - Epoch(train) [2][80/1441] lr: 6.5000e-02 eta: 7:22:36 time: 0.9339 data_time: 0.0228 memory: 23477 grad_norm: 0.1052 recall@thr=0.5: 0.6242 prec@thr=0.5: 0.6405 recall@top3: 0.7598 prec@top3: 0.5425 recall@top5: 0.9232 prec@top5: 0.4078 loss_action_cls: 0.0881 loss: 0.0881 2022/08/07 13:59:47 - mmengine - INFO - Epoch(train) [2][100/1441] lr: 6.5000e-02 eta: 7:21:55 time: 0.9119 data_time: 0.0266 memory: 23477 grad_norm: 0.1195 recall@thr=0.5: 0.7439 prec@thr=0.5: 0.6561 recall@top3: 0.8076 prec@top3: 0.6606 recall@top5: 0.9636 prec@top5: 0.4727 loss_action_cls: 0.0813 loss: 0.0813 2022/08/07 14:00:06 - mmengine - INFO - Epoch(train) [2][120/1441] lr: 6.5000e-02 eta: 7:21:22 time: 0.9343 data_time: 0.0228 memory: 23477 grad_norm: 0.1318 recall@thr=0.5: 0.5363 prec@thr=0.5: 0.6699 recall@top3: 0.6686 prec@top3: 0.6013 recall@top5: 0.8784 prec@top5: 0.4824 loss_action_cls: 0.0812 loss: 0.0812 2022/08/07 14:00:24 - mmengine - INFO - Epoch(train) [2][140/1441] lr: 6.5000e-02 eta: 7:20:41 time: 0.9078 data_time: 0.0241 memory: 23477 grad_norm: 0.1050 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.7407 recall@top3: 0.7991 prec@top3: 0.6543 recall@top5: 0.9639 prec@top5: 0.4889 loss_action_cls: 0.0867 loss: 0.0867 2022/08/07 14:00:43 - mmengine - INFO - Epoch(train) [2][160/1441] lr: 6.5000e-02 eta: 7:20:12 time: 0.9427 data_time: 0.0235 memory: 23477 grad_norm: 0.1079 recall@thr=0.5: 0.4897 prec@thr=0.5: 0.5317 recall@top3: 0.6571 prec@top3: 0.4683 recall@top5: 0.8341 prec@top5: 0.3714 loss_action_cls: 0.0817 loss: 0.0817 2022/08/07 14:01:02 - mmengine - INFO - Epoch(train) [2][180/1441] lr: 6.5000e-02 eta: 7:19:44 time: 0.9446 data_time: 0.0277 memory: 23477 grad_norm: 0.1184 recall@thr=0.5: 0.5915 prec@thr=0.5: 0.6545 recall@top3: 0.7622 prec@top3: 0.5610 recall@top5: 0.9065 prec@top5: 0.3951 loss_action_cls: 0.0781 loss: 0.0781 2022/08/07 14:01:20 - mmengine - INFO - Epoch(train) [2][200/1441] lr: 6.5000e-02 eta: 7:19:14 time: 0.9381 data_time: 0.0228 memory: 23477 grad_norm: 0.1051 recall@thr=0.5: 0.6230 prec@thr=0.5: 0.6528 recall@top3: 0.7183 prec@top3: 0.6190 recall@top5: 0.8552 prec@top5: 0.4571 loss_action_cls: 0.0812 loss: 0.0812 2022/08/07 14:01:40 - mmengine - INFO - Epoch(train) [2][220/1441] lr: 6.5000e-02 eta: 7:18:50 time: 0.9551 data_time: 0.0213 memory: 23477 grad_norm: 0.1059 recall@thr=0.5: 0.6802 prec@thr=0.5: 0.7297 recall@top3: 0.7387 prec@top3: 0.5495 recall@top5: 0.9099 prec@top5: 0.4162 loss_action_cls: 0.0819 loss: 0.0819 2022/08/07 14:01:58 - mmengine - INFO - Epoch(train) [2][240/1441] lr: 6.5000e-02 eta: 7:18:16 time: 0.9265 data_time: 0.0265 memory: 23477 grad_norm: 0.1202 recall@thr=0.5: 0.6612 prec@thr=0.5: 0.8098 recall@top3: 0.7355 prec@top3: 0.6957 recall@top5: 0.8641 prec@top5: 0.4913 loss_action_cls: 0.0841 loss: 0.0841 2022/08/07 14:02:17 - mmengine - INFO - Epoch(train) [2][260/1441] lr: 6.5000e-02 eta: 7:17:51 time: 0.9488 data_time: 0.0219 memory: 23477 grad_norm: 0.1249 recall@thr=0.5: 0.6120 prec@thr=0.5: 0.8229 recall@top3: 0.7969 prec@top3: 0.6875 recall@top5: 0.9219 prec@top5: 0.4875 loss_action_cls: 0.0735 loss: 0.0735 2022/08/07 14:02:35 - mmengine - INFO - Epoch(train) [2][280/1441] lr: 6.5000e-02 eta: 7:17:12 time: 0.9086 data_time: 0.0231 memory: 23477 grad_norm: 0.1323 recall@thr=0.5: 0.6007 prec@thr=0.5: 0.6544 recall@top3: 0.6670 prec@top3: 0.5510 recall@top5: 0.8384 prec@top5: 0.4245 loss_action_cls: 0.0864 loss: 0.0864 2022/08/07 14:02:54 - mmengine - INFO - Epoch(train) [2][300/1441] lr: 6.5000e-02 eta: 7:16:37 time: 0.9161 data_time: 0.0314 memory: 23477 grad_norm: 0.1187 recall@thr=0.5: 0.5930 prec@thr=0.5: 0.6360 recall@top3: 0.7430 prec@top3: 0.5263 recall@top5: 0.8719 prec@top5: 0.3789 loss_action_cls: 0.0803 loss: 0.0803 2022/08/07 14:03:12 - mmengine - INFO - Epoch(train) [2][320/1441] lr: 6.5000e-02 eta: 7:16:10 time: 0.9432 data_time: 0.0227 memory: 23477 grad_norm: 0.1177 recall@thr=0.5: 0.4926 prec@thr=0.5: 0.7447 recall@top3: 0.6695 prec@top3: 0.6099 recall@top5: 0.8376 prec@top5: 0.4681 loss_action_cls: 0.0811 loss: 0.0811 2022/08/07 14:03:31 - mmengine - INFO - Epoch(train) [2][340/1441] lr: 6.5000e-02 eta: 7:15:35 time: 0.9156 data_time: 0.0228 memory: 23477 grad_norm: 0.1182 recall@thr=0.5: 0.6708 prec@thr=0.5: 0.8153 recall@top3: 0.7698 prec@top3: 0.7014 recall@top5: 0.8924 prec@top5: 0.5167 loss_action_cls: 0.0710 loss: 0.0710 2022/08/07 14:03:49 - mmengine - INFO - Epoch(train) [2][360/1441] lr: 6.5000e-02 eta: 7:14:52 time: 0.8872 data_time: 0.0250 memory: 23477 grad_norm: 0.1101 recall@thr=0.5: 0.6162 prec@thr=0.5: 0.7121 recall@top3: 0.7879 prec@top3: 0.6263 recall@top5: 0.9318 prec@top5: 0.4485 loss_action_cls: 0.0814 loss: 0.0814 2022/08/07 14:04:07 - mmengine - INFO - Epoch(train) [2][380/1441] lr: 6.5000e-02 eta: 7:14:26 time: 0.9428 data_time: 0.0217 memory: 23477 grad_norm: 0.1048 recall@thr=0.5: 0.5917 prec@thr=0.5: 0.6806 recall@top3: 0.7160 prec@top3: 0.5833 recall@top5: 0.8264 prec@top5: 0.4167 loss_action_cls: 0.0898 loss: 0.0898 2022/08/07 14:04:26 - mmengine - INFO - Epoch(train) [2][400/1441] lr: 6.5000e-02 eta: 7:13:50 time: 0.9102 data_time: 0.0231 memory: 23477 grad_norm: 0.1108 recall@thr=0.5: 0.5593 prec@thr=0.5: 0.5988 recall@top3: 0.6556 prec@top3: 0.4630 recall@top5: 0.8451 prec@top5: 0.3556 loss_action_cls: 0.0819 loss: 0.0819 2022/08/07 14:04:44 - mmengine - INFO - Epoch(train) [2][420/1441] lr: 6.5000e-02 eta: 7:13:20 time: 0.9259 data_time: 0.0310 memory: 23477 grad_norm: 0.1145 recall@thr=0.5: 0.5906 prec@thr=0.5: 0.6109 recall@top3: 0.7174 prec@top3: 0.5145 recall@top5: 0.8623 prec@top5: 0.3783 loss_action_cls: 0.0862 loss: 0.0862 2022/08/07 14:05:03 - mmengine - INFO - Epoch(train) [2][440/1441] lr: 6.5000e-02 eta: 7:12:54 time: 0.9412 data_time: 0.0225 memory: 23477 grad_norm: 0.1123 recall@thr=0.5: 0.5161 prec@thr=0.5: 0.5263 recall@top3: 0.6389 prec@top3: 0.4444 recall@top5: 0.8056 prec@top5: 0.3263 loss_action_cls: 0.0810 loss: 0.0810 2022/08/07 14:05:21 - mmengine - INFO - Epoch(train) [2][460/1441] lr: 6.5000e-02 eta: 7:12:21 time: 0.9184 data_time: 0.0221 memory: 23477 grad_norm: 0.1157 recall@thr=0.5: 0.5637 prec@thr=0.5: 0.6517 recall@top3: 0.7613 prec@top3: 0.6333 recall@top5: 0.9087 prec@top5: 0.4700 loss_action_cls: 0.0774 loss: 0.0774 2022/08/07 14:05:40 - mmengine - INFO - Epoch(train) [2][480/1441] lr: 6.5000e-02 eta: 7:11:52 time: 0.9264 data_time: 0.0218 memory: 23477 grad_norm: 0.1148 recall@thr=0.5: 0.5629 prec@thr=0.5: 0.7058 recall@top3: 0.7432 prec@top3: 0.5850 recall@top5: 0.8707 prec@top5: 0.4163 loss_action_cls: 0.0823 loss: 0.0823 2022/08/07 14:05:58 - mmengine - INFO - Epoch(train) [2][500/1441] lr: 6.5000e-02 eta: 7:11:17 time: 0.9085 data_time: 0.0234 memory: 23477 grad_norm: 0.1038 recall@thr=0.5: 0.5503 prec@thr=0.5: 0.6258 recall@top3: 0.6918 prec@top3: 0.5157 recall@top5: 0.8836 prec@top5: 0.3962 loss_action_cls: 0.0786 loss: 0.0786 2022/08/07 14:06:16 - mmengine - INFO - Epoch(train) [2][520/1441] lr: 6.5000e-02 eta: 7:10:42 time: 0.9034 data_time: 0.0246 memory: 23477 grad_norm: 0.1094 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.5855 recall@top3: 0.7018 prec@top3: 0.5702 recall@top5: 0.9561 prec@top5: 0.4684 loss_action_cls: 0.0706 loss: 0.0706 2022/08/07 14:06:35 - mmengine - INFO - Epoch(train) [2][540/1441] lr: 6.5000e-02 eta: 7:10:14 time: 0.9315 data_time: 0.0203 memory: 23477 grad_norm: 0.1190 recall@thr=0.5: 0.4967 prec@thr=0.5: 0.4750 recall@top3: 0.6383 prec@top3: 0.4867 recall@top5: 0.8300 prec@top5: 0.3760 loss_action_cls: 0.0749 loss: 0.0749 2022/08/07 14:06:52 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 14:06:53 - mmengine - INFO - Epoch(train) [2][560/1441] lr: 6.5000e-02 eta: 7:09:46 time: 0.9272 data_time: 0.0245 memory: 23477 grad_norm: 0.1131 recall@thr=0.5: 0.7973 prec@thr=0.5: 0.7652 recall@top3: 0.8258 prec@top3: 0.5985 recall@top5: 0.9110 prec@top5: 0.4091 loss_action_cls: 0.0766 loss: 0.0766 2022/08/07 14:07:11 - mmengine - INFO - Epoch(train) [2][580/1441] lr: 6.5000e-02 eta: 7:09:13 time: 0.9104 data_time: 0.0188 memory: 23477 grad_norm: 0.1168 recall@thr=0.5: 0.5697 prec@thr=0.5: 0.6400 recall@top3: 0.7497 prec@top3: 0.4867 recall@top5: 0.9253 prec@top5: 0.3880 loss_action_cls: 0.0760 loss: 0.0760 2022/08/07 14:07:30 - mmengine - INFO - Epoch(train) [2][600/1441] lr: 6.5000e-02 eta: 7:08:45 time: 0.9290 data_time: 0.0226 memory: 23477 grad_norm: 0.1102 recall@thr=0.5: 0.6476 prec@thr=0.5: 0.6905 recall@top3: 0.7429 prec@top3: 0.5952 recall@top5: 0.8706 prec@top5: 0.4238 loss_action_cls: 0.0780 loss: 0.0780 2022/08/07 14:07:48 - mmengine - INFO - Epoch(train) [2][620/1441] lr: 6.5000e-02 eta: 7:08:11 time: 0.9028 data_time: 0.0227 memory: 23477 grad_norm: 0.1032 recall@thr=0.5: 0.5741 prec@thr=0.5: 0.5741 recall@top3: 0.7296 prec@top3: 0.5481 recall@top5: 0.8407 prec@top5: 0.3867 loss_action_cls: 0.0817 loss: 0.0817 2022/08/07 14:08:07 - mmengine - INFO - Epoch(train) [2][640/1441] lr: 6.5000e-02 eta: 7:07:43 time: 0.9247 data_time: 0.0236 memory: 23477 grad_norm: 0.1037 recall@thr=0.5: 0.6950 prec@thr=0.5: 0.7943 recall@top3: 0.7766 prec@top3: 0.5957 recall@top5: 0.8989 prec@top5: 0.4213 loss_action_cls: 0.0747 loss: 0.0747 2022/08/07 14:08:25 - mmengine - INFO - Epoch(train) [2][660/1441] lr: 6.5000e-02 eta: 7:07:09 time: 0.9010 data_time: 0.0221 memory: 23477 grad_norm: 0.1119 recall@thr=0.5: 0.6075 prec@thr=0.5: 0.6640 recall@top3: 0.7742 prec@top3: 0.5699 recall@top5: 0.9167 prec@top5: 0.4129 loss_action_cls: 0.0791 loss: 0.0791 2022/08/07 14:08:43 - mmengine - INFO - Epoch(train) [2][680/1441] lr: 6.5000e-02 eta: 7:06:46 time: 0.9452 data_time: 0.0316 memory: 23477 grad_norm: 0.1007 recall@thr=0.5: 0.5184 prec@thr=0.5: 0.6146 recall@top3: 0.6552 prec@top3: 0.6042 recall@top5: 0.9153 prec@top5: 0.5125 loss_action_cls: 0.0781 loss: 0.0781 2022/08/07 14:09:02 - mmengine - INFO - Epoch(train) [2][700/1441] lr: 6.5000e-02 eta: 7:06:16 time: 0.9165 data_time: 0.0204 memory: 23477 grad_norm: 0.1123 recall@thr=0.5: 0.6427 prec@thr=0.5: 0.7455 recall@top3: 0.7473 prec@top3: 0.6667 recall@top5: 0.8894 prec@top5: 0.4873 loss_action_cls: 0.0728 loss: 0.0728 2022/08/07 14:09:20 - mmengine - INFO - Epoch(train) [2][720/1441] lr: 6.5000e-02 eta: 7:05:47 time: 0.9184 data_time: 0.0279 memory: 23477 grad_norm: 0.1070 recall@thr=0.5: 0.5614 prec@thr=0.5: 0.5775 recall@top3: 0.7193 prec@top3: 0.4971 recall@top5: 0.9152 prec@top5: 0.4035 loss_action_cls: 0.0839 loss: 0.0839 2022/08/07 14:09:39 - mmengine - INFO - Epoch(train) [2][740/1441] lr: 6.5000e-02 eta: 7:05:26 time: 0.9490 data_time: 0.0236 memory: 23477 grad_norm: 0.1003 recall@thr=0.5: 0.6444 prec@thr=0.5: 0.7167 recall@top3: 0.7426 prec@top3: 0.5778 recall@top5: 0.8796 prec@top5: 0.4222 loss_action_cls: 0.0752 loss: 0.0752 2022/08/07 14:09:57 - mmengine - INFO - Epoch(train) [2][760/1441] lr: 6.5000e-02 eta: 7:04:54 time: 0.9072 data_time: 0.0257 memory: 23477 grad_norm: 0.1151 recall@thr=0.5: 0.6919 prec@thr=0.5: 0.7031 recall@top3: 0.7733 prec@top3: 0.6357 recall@top5: 0.9419 prec@top5: 0.4605 loss_action_cls: 0.0849 loss: 0.0849 2022/08/07 14:10:15 - mmengine - INFO - Epoch(train) [2][780/1441] lr: 6.5000e-02 eta: 7:04:23 time: 0.9092 data_time: 0.0221 memory: 23477 grad_norm: 0.1140 recall@thr=0.5: 0.5119 prec@thr=0.5: 0.6508 recall@top3: 0.6687 prec@top3: 0.6032 recall@top5: 0.7937 prec@top5: 0.4429 loss_action_cls: 0.0714 loss: 0.0714 2022/08/07 14:10:34 - mmengine - INFO - Epoch(train) [2][800/1441] lr: 6.5000e-02 eta: 7:03:57 time: 0.9256 data_time: 0.0253 memory: 23477 grad_norm: 0.1072 recall@thr=0.5: 0.6037 prec@thr=0.5: 0.6644 recall@top3: 0.7296 prec@top3: 0.5778 recall@top5: 0.8833 prec@top5: 0.4178 loss_action_cls: 0.0763 loss: 0.0763 2022/08/07 14:10:52 - mmengine - INFO - Epoch(train) [2][820/1441] lr: 6.5000e-02 eta: 7:03:29 time: 0.9222 data_time: 0.0211 memory: 23477 grad_norm: 0.1095 recall@thr=0.5: 0.6301 prec@thr=0.5: 0.6626 recall@top3: 0.7073 prec@top3: 0.5041 recall@top5: 0.8720 prec@top5: 0.3902 loss_action_cls: 0.0798 loss: 0.0798 2022/08/07 14:11:11 - mmengine - INFO - Epoch(train) [2][840/1441] lr: 6.5000e-02 eta: 7:03:03 time: 0.9270 data_time: 0.0275 memory: 23477 grad_norm: 0.1079 recall@thr=0.5: 0.6802 prec@thr=0.5: 0.8023 recall@top3: 0.8159 prec@top3: 0.7364 recall@top5: 0.9516 prec@top5: 0.5209 loss_action_cls: 0.0844 loss: 0.0844 2022/08/07 14:11:29 - mmengine - INFO - Epoch(train) [2][860/1441] lr: 6.5000e-02 eta: 7:02:33 time: 0.9073 data_time: 0.0209 memory: 23477 grad_norm: 0.1021 recall@thr=0.5: 0.6478 prec@thr=0.5: 0.7444 recall@top3: 0.7726 prec@top3: 0.6444 recall@top5: 0.9252 prec@top5: 0.4844 loss_action_cls: 0.0822 loss: 0.0822 2022/08/07 14:11:47 - mmengine - INFO - Epoch(train) [2][880/1441] lr: 6.5000e-02 eta: 7:02:02 time: 0.9037 data_time: 0.0231 memory: 23477 grad_norm: 0.1039 recall@thr=0.5: 0.6283 prec@thr=0.5: 0.6704 recall@top3: 0.8050 prec@top3: 0.6250 recall@top5: 0.9483 prec@top5: 0.4550 loss_action_cls: 0.0720 loss: 0.0720 2022/08/07 14:12:05 - mmengine - INFO - Epoch(train) [2][900/1441] lr: 6.5000e-02 eta: 7:01:27 time: 0.8845 data_time: 0.0245 memory: 23477 grad_norm: 0.1167 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7267 recall@top3: 0.7133 prec@top3: 0.6200 recall@top5: 0.8367 prec@top5: 0.4440 loss_action_cls: 0.0731 loss: 0.0731 2022/08/07 14:12:24 - mmengine - INFO - Epoch(train) [2][920/1441] lr: 6.5000e-02 eta: 7:01:02 time: 0.9294 data_time: 0.0237 memory: 23477 grad_norm: 0.1035 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.6261 recall@top3: 0.7756 prec@top3: 0.5726 recall@top5: 0.9038 prec@top5: 0.4103 loss_action_cls: 0.0730 loss: 0.0730 2022/08/07 14:12:42 - mmengine - INFO - Epoch(train) [2][940/1441] lr: 6.5000e-02 eta: 7:00:37 time: 0.9285 data_time: 0.0246 memory: 23477 grad_norm: 0.1064 recall@thr=0.5: 0.6120 prec@thr=0.5: 0.6641 recall@top3: 0.7422 prec@top3: 0.5000 recall@top5: 0.8958 prec@top5: 0.3812 loss_action_cls: 0.0775 loss: 0.0775 2022/08/07 14:13:00 - mmengine - INFO - Epoch(train) [2][960/1441] lr: 6.5000e-02 eta: 7:00:08 time: 0.9094 data_time: 0.0319 memory: 23477 grad_norm: 0.1182 recall@thr=0.5: 0.6269 prec@thr=0.5: 0.7235 recall@top3: 0.7576 prec@top3: 0.6288 recall@top5: 0.9299 prec@top5: 0.4682 loss_action_cls: 0.0793 loss: 0.0793 2022/08/07 14:13:19 - mmengine - INFO - Epoch(train) [2][980/1441] lr: 6.5000e-02 eta: 6:59:45 time: 0.9376 data_time: 0.0214 memory: 23477 grad_norm: 0.1165 recall@thr=0.5: 0.5357 prec@thr=0.5: 0.7442 recall@top3: 0.6655 prec@top3: 0.5581 recall@top5: 0.7891 prec@top5: 0.4093 loss_action_cls: 0.0771 loss: 0.0771 2022/08/07 14:13:37 - mmengine - INFO - Epoch(train) [2][1000/1441] lr: 6.5000e-02 eta: 6:59:18 time: 0.9173 data_time: 0.0250 memory: 23477 grad_norm: 0.1110 recall@thr=0.5: 0.7081 prec@thr=0.5: 0.7358 recall@top3: 0.8085 prec@top3: 0.7073 recall@top5: 0.9626 prec@top5: 0.5317 loss_action_cls: 0.0749 loss: 0.0749 2022/08/07 14:13:56 - mmengine - INFO - Epoch(train) [2][1020/1441] lr: 6.5000e-02 eta: 6:58:59 time: 0.9520 data_time: 0.0243 memory: 23477 grad_norm: 0.1189 recall@thr=0.5: 0.6313 prec@thr=0.5: 0.6632 recall@top3: 0.7434 prec@top3: 0.6250 recall@top5: 0.8906 prec@top5: 0.4625 loss_action_cls: 0.0805 loss: 0.0805 2022/08/07 14:14:15 - mmengine - INFO - Epoch(train) [2][1040/1441] lr: 6.5000e-02 eta: 6:58:38 time: 0.9448 data_time: 0.0224 memory: 23477 grad_norm: 0.1103 recall@thr=0.5: 0.5267 prec@thr=0.5: 0.6833 recall@top3: 0.7867 prec@top3: 0.6067 recall@top5: 0.8867 prec@top5: 0.4160 loss_action_cls: 0.0781 loss: 0.0781 2022/08/07 14:14:34 - mmengine - INFO - Epoch(train) [2][1060/1441] lr: 6.5000e-02 eta: 6:58:14 time: 0.9323 data_time: 0.0268 memory: 23477 grad_norm: 0.1058 recall@thr=0.5: 0.5337 prec@thr=0.5: 0.5609 recall@top3: 0.8205 prec@top3: 0.5577 recall@top5: 0.9247 prec@top5: 0.3885 loss_action_cls: 0.0672 loss: 0.0672 2022/08/07 14:14:52 - mmengine - INFO - Epoch(train) [2][1080/1441] lr: 6.5000e-02 eta: 6:57:46 time: 0.9084 data_time: 0.0214 memory: 23477 grad_norm: 0.1057 recall@thr=0.5: 0.6574 prec@thr=0.5: 0.7648 recall@top3: 0.7722 prec@top3: 0.6889 recall@top5: 0.9370 prec@top5: 0.5200 loss_action_cls: 0.0714 loss: 0.0714 2022/08/07 14:15:11 - mmengine - INFO - Epoch(train) [2][1100/1441] lr: 6.5000e-02 eta: 6:57:21 time: 0.9246 data_time: 0.0366 memory: 23477 grad_norm: 0.1137 recall@thr=0.5: 0.5620 prec@thr=0.5: 0.6325 recall@top3: 0.7500 prec@top3: 0.6068 recall@top5: 0.9209 prec@top5: 0.4462 loss_action_cls: 0.0751 loss: 0.0751 2022/08/07 14:15:29 - mmengine - INFO - Epoch(train) [2][1120/1441] lr: 6.5000e-02 eta: 6:56:52 time: 0.9070 data_time: 0.0213 memory: 23477 grad_norm: 0.1148 recall@thr=0.5: 0.3026 prec@thr=0.5: 0.4912 recall@top3: 0.6886 prec@top3: 0.6140 recall@top5: 0.9254 prec@top5: 0.4947 loss_action_cls: 0.0668 loss: 0.0668 2022/08/07 14:15:47 - mmengine - INFO - Epoch(train) [2][1140/1441] lr: 6.5000e-02 eta: 6:56:27 time: 0.9218 data_time: 0.0246 memory: 23477 grad_norm: 0.1271 recall@thr=0.5: 0.6202 prec@thr=0.5: 0.7868 recall@top3: 0.7674 prec@top3: 0.5349 recall@top5: 0.9535 prec@top5: 0.4093 loss_action_cls: 0.0759 loss: 0.0759 2022/08/07 14:16:05 - mmengine - INFO - Epoch(train) [2][1160/1441] lr: 6.5000e-02 eta: 6:55:57 time: 0.8965 data_time: 0.0224 memory: 23477 grad_norm: 0.1100 recall@thr=0.5: 0.7179 prec@thr=0.5: 0.6575 recall@top3: 0.7588 prec@top3: 0.6167 recall@top5: 0.9096 prec@top5: 0.4600 loss_action_cls: 0.0707 loss: 0.0707 2022/08/07 14:16:24 - mmengine - INFO - Epoch(train) [2][1180/1441] lr: 6.5000e-02 eta: 6:55:36 time: 0.9442 data_time: 0.0242 memory: 23477 grad_norm: 0.1081 recall@thr=0.5: 0.5526 prec@thr=0.5: 0.7105 recall@top3: 0.7851 prec@top3: 0.6404 recall@top5: 0.9386 prec@top5: 0.4632 loss_action_cls: 0.0790 loss: 0.0790 2022/08/07 14:16:43 - mmengine - INFO - Epoch(train) [2][1200/1441] lr: 6.5000e-02 eta: 6:55:18 time: 0.9562 data_time: 0.0265 memory: 23477 grad_norm: 0.1029 recall@thr=0.5: 0.6725 prec@thr=0.5: 0.6764 recall@top3: 0.7616 prec@top3: 0.4961 recall@top5: 0.8760 prec@top5: 0.3488 loss_action_cls: 0.0736 loss: 0.0736 2022/08/07 14:17:01 - mmengine - INFO - Epoch(train) [2][1220/1441] lr: 6.5000e-02 eta: 6:54:52 time: 0.9195 data_time: 0.0176 memory: 23477 grad_norm: 0.1090 recall@thr=0.5: 0.4283 prec@thr=0.5: 0.4574 recall@top3: 0.6008 prec@top3: 0.4651 recall@top5: 0.7791 prec@top5: 0.3767 loss_action_cls: 0.0765 loss: 0.0765 2022/08/07 14:17:20 - mmengine - INFO - Epoch(train) [2][1240/1441] lr: 6.5000e-02 eta: 6:54:30 time: 0.9341 data_time: 0.0210 memory: 23477 grad_norm: 0.0983 recall@thr=0.5: 0.5497 prec@thr=0.5: 0.7827 recall@top3: 0.7356 prec@top3: 0.7628 recall@top5: 0.9391 prec@top5: 0.5846 loss_action_cls: 0.0779 loss: 0.0779 2022/08/07 14:17:39 - mmengine - INFO - Epoch(train) [2][1260/1441] lr: 6.5000e-02 eta: 6:54:05 time: 0.9193 data_time: 0.0224 memory: 23477 grad_norm: 0.0974 recall@thr=0.5: 0.5957 prec@thr=0.5: 0.6624 recall@top3: 0.8479 prec@top3: 0.5812 recall@top5: 0.9128 prec@top5: 0.3897 loss_action_cls: 0.0735 loss: 0.0735 2022/08/07 14:17:57 - mmengine - INFO - Epoch(train) [2][1280/1441] lr: 6.5000e-02 eta: 6:53:36 time: 0.8983 data_time: 0.0260 memory: 23477 grad_norm: 0.1209 recall@thr=0.5: 0.5784 prec@thr=0.5: 0.7516 recall@top3: 0.7516 prec@top3: 0.6536 recall@top5: 0.8775 prec@top5: 0.4706 loss_action_cls: 0.0855 loss: 0.0855 2022/08/07 14:18:16 - mmengine - INFO - Epoch(train) [2][1300/1441] lr: 6.5000e-02 eta: 6:53:17 time: 0.9513 data_time: 0.0330 memory: 23477 grad_norm: 0.1199 recall@thr=0.5: 0.5230 prec@thr=0.5: 0.6704 recall@top3: 0.6589 prec@top3: 0.6000 recall@top5: 0.8430 prec@top5: 0.4622 loss_action_cls: 0.0740 loss: 0.0740 2022/08/07 14:18:34 - mmengine - INFO - Epoch(train) [2][1320/1441] lr: 6.5000e-02 eta: 6:52:48 time: 0.9022 data_time: 0.0239 memory: 23477 grad_norm: 0.1098 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.7630 recall@top3: 0.8241 prec@top3: 0.6963 recall@top5: 0.9296 prec@top5: 0.4800 loss_action_cls: 0.0666 loss: 0.0666 2022/08/07 14:18:53 - mmengine - INFO - Epoch(train) [2][1340/1441] lr: 6.5000e-02 eta: 6:52:29 time: 0.9504 data_time: 0.0227 memory: 23477 grad_norm: 0.1225 recall@thr=0.5: 0.5837 prec@thr=0.5: 0.7415 recall@top3: 0.7469 prec@top3: 0.5986 recall@top5: 0.8990 prec@top5: 0.4449 loss_action_cls: 0.0758 loss: 0.0758 2022/08/07 14:19:11 - mmengine - INFO - Epoch(train) [2][1360/1441] lr: 6.5000e-02 eta: 6:52:06 time: 0.9264 data_time: 0.0242 memory: 23477 grad_norm: 0.1004 recall@thr=0.5: 0.6730 prec@thr=0.5: 0.7013 recall@top3: 0.8349 prec@top3: 0.6038 recall@top5: 0.8868 prec@top5: 0.3925 loss_action_cls: 0.0707 loss: 0.0707 2022/08/07 14:19:29 - mmengine - INFO - Epoch(train) [2][1380/1441] lr: 6.5000e-02 eta: 6:51:38 time: 0.9044 data_time: 0.0255 memory: 23477 grad_norm: 0.1021 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.6619 recall@top3: 0.8667 prec@top3: 0.6857 recall@top5: 0.9929 prec@top5: 0.4971 loss_action_cls: 0.0778 loss: 0.0778 2022/08/07 14:19:47 - mmengine - INFO - Epoch(train) [2][1400/1441] lr: 6.5000e-02 eta: 6:51:10 time: 0.9011 data_time: 0.0232 memory: 23477 grad_norm: 0.0981 recall@thr=0.5: 0.5635 prec@thr=0.5: 0.8036 recall@top3: 0.7163 prec@top3: 0.6587 recall@top5: 0.8988 prec@top5: 0.5095 loss_action_cls: 0.0774 loss: 0.0774 2022/08/07 14:20:06 - mmengine - INFO - Epoch(train) [2][1420/1441] lr: 6.5000e-02 eta: 6:50:49 time: 0.9352 data_time: 0.0263 memory: 23477 grad_norm: 0.1081 recall@thr=0.5: 0.5155 prec@thr=0.5: 0.7403 recall@top3: 0.6744 prec@top3: 0.6434 recall@top5: 0.8043 prec@top5: 0.4651 loss_action_cls: 0.0755 loss: 0.0755 2022/08/07 14:20:24 - mmengine - INFO - Epoch(train) [2][1440/1441] lr: 6.5000e-02 eta: 6:50:25 time: 0.9201 data_time: 0.0226 memory: 23477 grad_norm: 0.0983 recall@thr=0.5: 0.5976 prec@thr=0.5: 0.7642 recall@top3: 0.7927 prec@top3: 0.6179 recall@top5: 0.9370 prec@top5: 0.4390 loss_action_cls: 0.0736 loss: 0.0736 2022/08/07 14:20:25 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 14:20:25 - mmengine - INFO - Epoch(train) [2][1441/1441] lr: 6.5000e-02 eta: 6:50:25 time: 0.9237 data_time: 0.0229 memory: 12197 grad_norm: 0.0994 recall@thr=0.5: 0.4877 prec@thr=0.5: 0.6481 recall@top3: 0.6173 prec@top3: 0.4938 recall@top5: 0.8704 prec@top5: 0.4370 loss_action_cls: 0.0726 loss: 0.0726 2022/08/07 14:20:25 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/08/07 14:20:32 - mmengine - INFO - Epoch(val) [2][20/6282] eta: 0:05:22 time: 0.0515 data_time: 0.0048 memory: 1084 2022/08/07 14:20:33 - mmengine - INFO - Epoch(val) [2][40/6282] eta: 0:04:56 time: 0.0475 data_time: 0.0018 memory: 1084 2022/08/07 14:20:34 - mmengine - INFO - Epoch(val) [2][60/6282] eta: 0:04:48 time: 0.0464 data_time: 0.0015 memory: 1084 2022/08/07 14:20:35 - mmengine - INFO - Epoch(val) [2][80/6282] eta: 0:04:38 time: 0.0449 data_time: 0.0016 memory: 1084 2022/08/07 14:20:36 - mmengine - INFO - Epoch(val) [2][100/6282] eta: 0:04:42 time: 0.0457 data_time: 0.0017 memory: 1084 2022/08/07 14:20:37 - mmengine - INFO - Epoch(val) [2][120/6282] eta: 0:05:34 time: 0.0542 data_time: 0.0019 memory: 1155 2022/08/07 14:20:38 - mmengine - INFO - Epoch(val) [2][140/6282] eta: 0:06:01 time: 0.0589 data_time: 0.0020 memory: 1155 2022/08/07 14:20:39 - mmengine - INFO - Epoch(val) [2][160/6282] eta: 0:05:43 time: 0.0561 data_time: 0.0017 memory: 1155 2022/08/07 14:20:41 - mmengine - INFO - Epoch(val) [2][180/6282] eta: 0:08:43 time: 0.0858 data_time: 0.0022 memory: 1155 2022/08/07 14:20:42 - mmengine - INFO - Epoch(val) [2][200/6282] eta: 0:05:39 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 14:20:43 - mmengine - INFO - Epoch(val) [2][220/6282] eta: 0:04:59 time: 0.0495 data_time: 0.0018 memory: 1097 2022/08/07 14:20:44 - mmengine - INFO - Epoch(val) [2][240/6282] eta: 0:05:04 time: 0.0504 data_time: 0.0020 memory: 1097 2022/08/07 14:20:45 - mmengine - INFO - Epoch(val) [2][260/6282] eta: 0:05:00 time: 0.0499 data_time: 0.0020 memory: 1097 2022/08/07 14:20:46 - mmengine - INFO - Epoch(val) [2][280/6282] eta: 0:05:06 time: 0.0511 data_time: 0.0022 memory: 1097 2022/08/07 14:20:47 - mmengine - INFO - Epoch(val) [2][300/6282] eta: 0:05:12 time: 0.0523 data_time: 0.0019 memory: 1155 2022/08/07 14:20:48 - mmengine - INFO - Epoch(val) [2][320/6282] eta: 0:05:42 time: 0.0575 data_time: 0.0019 memory: 1155 2022/08/07 14:20:49 - mmengine - INFO - Epoch(val) [2][340/6282] eta: 0:06:03 time: 0.0612 data_time: 0.0019 memory: 1155 2022/08/07 14:20:51 - mmengine - INFO - Epoch(val) [2][360/6282] eta: 0:06:03 time: 0.0614 data_time: 0.0022 memory: 1155 2022/08/07 14:20:52 - mmengine - INFO - Epoch(val) [2][380/6282] eta: 0:05:42 time: 0.0580 data_time: 0.0020 memory: 1155 2022/08/07 14:20:53 - mmengine - INFO - Epoch(val) [2][400/6282] eta: 0:05:14 time: 0.0534 data_time: 0.0016 memory: 1155 2022/08/07 14:20:54 - mmengine - INFO - Epoch(val) [2][420/6282] eta: 0:04:41 time: 0.0479 data_time: 0.0017 memory: 1101 2022/08/07 14:20:55 - mmengine - INFO - Epoch(val) [2][440/6282] eta: 0:04:41 time: 0.0483 data_time: 0.0018 memory: 1101 2022/08/07 14:20:56 - mmengine - INFO - Epoch(val) [2][460/6282] eta: 0:04:31 time: 0.0466 data_time: 0.0018 memory: 1101 2022/08/07 14:20:57 - mmengine - INFO - Epoch(val) [2][480/6282] eta: 0:04:31 time: 0.0467 data_time: 0.0019 memory: 1101 2022/08/07 14:20:58 - mmengine - INFO - Epoch(val) [2][500/6282] eta: 0:04:32 time: 0.0471 data_time: 0.0017 memory: 1101 2022/08/07 14:20:58 - mmengine - INFO - Epoch(val) [2][520/6282] eta: 0:04:24 time: 0.0460 data_time: 0.0018 memory: 1097 2022/08/07 14:20:59 - mmengine - INFO - Epoch(val) [2][540/6282] eta: 0:04:28 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 14:21:01 - mmengine - INFO - Epoch(val) [2][560/6282] eta: 0:07:12 time: 0.0756 data_time: 0.0024 memory: 1097 2022/08/07 14:21:02 - mmengine - INFO - Epoch(val) [2][580/6282] eta: 0:04:48 time: 0.0506 data_time: 0.0025 memory: 1097 2022/08/07 14:21:03 - mmengine - INFO - Epoch(val) [2][600/6282] eta: 0:05:18 time: 0.0560 data_time: 0.0025 memory: 1097 2022/08/07 14:21:04 - mmengine - INFO - Epoch(val) [2][620/6282] eta: 0:05:02 time: 0.0533 data_time: 0.0025 memory: 1097 2022/08/07 14:21:05 - mmengine - INFO - Epoch(val) [2][640/6282] eta: 0:05:00 time: 0.0533 data_time: 0.0021 memory: 1094 2022/08/07 14:21:06 - mmengine - INFO - Epoch(val) [2][660/6282] eta: 0:04:56 time: 0.0527 data_time: 0.0025 memory: 1094 2022/08/07 14:21:07 - mmengine - INFO - Epoch(val) [2][680/6282] eta: 0:04:55 time: 0.0528 data_time: 0.0030 memory: 1094 2022/08/07 14:21:08 - mmengine - INFO - Epoch(val) [2][700/6282] eta: 0:04:47 time: 0.0515 data_time: 0.0023 memory: 1094 2022/08/07 14:21:09 - mmengine - INFO - Epoch(val) [2][720/6282] eta: 0:05:12 time: 0.0562 data_time: 0.0020 memory: 1155 2022/08/07 14:21:11 - mmengine - INFO - Epoch(val) [2][740/6282] eta: 0:05:33 time: 0.0603 data_time: 0.0020 memory: 1155 2022/08/07 14:21:12 - mmengine - INFO - Epoch(val) [2][760/6282] eta: 0:05:24 time: 0.0588 data_time: 0.0020 memory: 1155 2022/08/07 14:21:13 - mmengine - INFO - Epoch(val) [2][780/6282] eta: 0:05:35 time: 0.0610 data_time: 0.0026 memory: 1155 2022/08/07 14:21:14 - mmengine - INFO - Epoch(val) [2][800/6282] eta: 0:05:25 time: 0.0594 data_time: 0.0018 memory: 1155 2022/08/07 14:21:15 - mmengine - INFO - Epoch(val) [2][820/6282] eta: 0:04:51 time: 0.0533 data_time: 0.0023 memory: 1155 2022/08/07 14:21:16 - mmengine - INFO - Epoch(val) [2][840/6282] eta: 0:04:11 time: 0.0462 data_time: 0.0016 memory: 1097 2022/08/07 14:21:17 - mmengine - INFO - Epoch(val) [2][860/6282] eta: 0:04:22 time: 0.0484 data_time: 0.0021 memory: 1097 2022/08/07 14:21:18 - mmengine - INFO - Epoch(val) [2][880/6282] eta: 0:04:17 time: 0.0476 data_time: 0.0023 memory: 1097 2022/08/07 14:21:19 - mmengine - INFO - Epoch(val) [2][900/6282] eta: 0:04:30 time: 0.0502 data_time: 0.0018 memory: 1097 2022/08/07 14:21:20 - mmengine - INFO - Epoch(val) [2][920/6282] eta: 0:04:07 time: 0.0461 data_time: 0.0016 memory: 1097 2022/08/07 14:21:22 - mmengine - INFO - Epoch(val) [2][940/6282] eta: 0:06:38 time: 0.0745 data_time: 0.0021 memory: 1084 2022/08/07 14:21:22 - mmengine - INFO - Epoch(val) [2][960/6282] eta: 0:03:59 time: 0.0450 data_time: 0.0017 memory: 1084 2022/08/07 14:21:23 - mmengine - INFO - Epoch(val) [2][980/6282] eta: 0:04:04 time: 0.0461 data_time: 0.0023 memory: 1084 2022/08/07 14:21:24 - mmengine - INFO - Epoch(val) [2][1000/6282] eta: 0:04:01 time: 0.0457 data_time: 0.0022 memory: 1084 2022/08/07 14:21:25 - mmengine - INFO - Epoch(val) [2][1020/6282] eta: 0:04:05 time: 0.0466 data_time: 0.0020 memory: 1097 2022/08/07 14:21:26 - mmengine - INFO - Epoch(val) [2][1040/6282] eta: 0:04:20 time: 0.0498 data_time: 0.0029 memory: 1097 2022/08/07 14:21:27 - mmengine - INFO - Epoch(val) [2][1060/6282] eta: 0:04:16 time: 0.0491 data_time: 0.0021 memory: 1097 2022/08/07 14:21:28 - mmengine - INFO - Epoch(val) [2][1080/6282] eta: 0:04:03 time: 0.0468 data_time: 0.0017 memory: 1097 2022/08/07 14:21:29 - mmengine - INFO - Epoch(val) [2][1100/6282] eta: 0:04:30 time: 0.0522 data_time: 0.0021 memory: 1097 2022/08/07 14:21:30 - mmengine - INFO - Epoch(val) [2][1120/6282] eta: 0:04:34 time: 0.0533 data_time: 0.0027 memory: 1097 2022/08/07 14:21:31 - mmengine - INFO - Epoch(val) [2][1140/6282] eta: 0:04:41 time: 0.0547 data_time: 0.0030 memory: 1097 2022/08/07 14:21:32 - mmengine - INFO - Epoch(val) [2][1160/6282] eta: 0:04:37 time: 0.0541 data_time: 0.0027 memory: 1097 2022/08/07 14:21:34 - mmengine - INFO - Epoch(val) [2][1180/6282] eta: 0:04:40 time: 0.0550 data_time: 0.0026 memory: 1097 2022/08/07 14:21:35 - mmengine - INFO - Epoch(val) [2][1200/6282] eta: 0:04:37 time: 0.0546 data_time: 0.0032 memory: 1097 2022/08/07 14:21:36 - mmengine - INFO - Epoch(val) [2][1220/6282] eta: 0:04:46 time: 0.0566 data_time: 0.0030 memory: 1097 2022/08/07 14:21:37 - mmengine - INFO - Epoch(val) [2][1240/6282] eta: 0:05:13 time: 0.0622 data_time: 0.0032 memory: 1155 2022/08/07 14:21:38 - mmengine - INFO - Epoch(val) [2][1260/6282] eta: 0:05:05 time: 0.0608 data_time: 0.0032 memory: 1155 2022/08/07 14:21:39 - mmengine - INFO - Epoch(val) [2][1280/6282] eta: 0:05:15 time: 0.0630 data_time: 0.0031 memory: 1155 2022/08/07 14:21:41 - mmengine - INFO - Epoch(val) [2][1300/6282] eta: 0:06:37 time: 0.0798 data_time: 0.0028 memory: 1155 2022/08/07 14:21:42 - mmengine - INFO - Epoch(val) [2][1320/6282] eta: 0:04:55 time: 0.0596 data_time: 0.0020 memory: 1155 2022/08/07 14:21:43 - mmengine - INFO - Epoch(val) [2][1340/6282] eta: 0:04:35 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 14:21:45 - mmengine - INFO - Epoch(val) [2][1360/6282] eta: 0:04:32 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 14:21:46 - mmengine - INFO - Epoch(val) [2][1380/6282] eta: 0:04:30 time: 0.0551 data_time: 0.0019 memory: 1155 2022/08/07 14:21:47 - mmengine - INFO - Epoch(val) [2][1400/6282] eta: 0:04:32 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 14:21:48 - mmengine - INFO - Epoch(val) [2][1420/6282] eta: 0:04:36 time: 0.0569 data_time: 0.0021 memory: 1155 2022/08/07 14:21:49 - mmengine - INFO - Epoch(val) [2][1440/6282] eta: 0:04:38 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 14:21:50 - mmengine - INFO - Epoch(val) [2][1460/6282] eta: 0:04:30 time: 0.0560 data_time: 0.0018 memory: 1155 2022/08/07 14:21:51 - mmengine - INFO - Epoch(val) [2][1480/6282] eta: 0:04:44 time: 0.0592 data_time: 0.0020 memory: 1155 2022/08/07 14:21:52 - mmengine - INFO - Epoch(val) [2][1500/6282] eta: 0:04:32 time: 0.0569 data_time: 0.0017 memory: 1155 2022/08/07 14:21:54 - mmengine - INFO - Epoch(val) [2][1520/6282] eta: 0:04:38 time: 0.0586 data_time: 0.0018 memory: 1242 2022/08/07 14:21:55 - mmengine - INFO - Epoch(val) [2][1540/6282] eta: 0:05:14 time: 0.0663 data_time: 0.0017 memory: 1242 2022/08/07 14:21:57 - mmengine - INFO - Epoch(val) [2][1560/6282] eta: 0:07:10 time: 0.0911 data_time: 0.0023 memory: 1242 2022/08/07 14:21:58 - mmengine - INFO - Epoch(val) [2][1580/6282] eta: 0:05:24 time: 0.0691 data_time: 0.0020 memory: 1242 2022/08/07 14:22:00 - mmengine - INFO - Epoch(val) [2][1600/6282] eta: 0:05:31 time: 0.0709 data_time: 0.0020 memory: 1242 2022/08/07 14:22:01 - mmengine - INFO - Epoch(val) [2][1620/6282] eta: 0:05:26 time: 0.0701 data_time: 0.0022 memory: 1242 2022/08/07 14:22:02 - mmengine - INFO - Epoch(val) [2][1640/6282] eta: 0:04:19 time: 0.0559 data_time: 0.0022 memory: 1155 2022/08/07 14:22:03 - mmengine - INFO - Epoch(val) [2][1660/6282] eta: 0:04:13 time: 0.0548 data_time: 0.0017 memory: 1155 2022/08/07 14:22:04 - mmengine - INFO - Epoch(val) [2][1680/6282] eta: 0:04:11 time: 0.0546 data_time: 0.0018 memory: 1155 2022/08/07 14:22:05 - mmengine - INFO - Epoch(val) [2][1700/6282] eta: 0:04:12 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 14:22:07 - mmengine - INFO - Epoch(val) [2][1720/6282] eta: 0:04:19 time: 0.0568 data_time: 0.0022 memory: 1155 2022/08/07 14:22:08 - mmengine - INFO - Epoch(val) [2][1740/6282] eta: 0:04:23 time: 0.0579 data_time: 0.0023 memory: 1155 2022/08/07 14:22:09 - mmengine - INFO - Epoch(val) [2][1760/6282] eta: 0:04:26 time: 0.0590 data_time: 0.0027 memory: 1155 2022/08/07 14:22:10 - mmengine - INFO - Epoch(val) [2][1780/6282] eta: 0:04:29 time: 0.0600 data_time: 0.0022 memory: 1155 2022/08/07 14:22:12 - mmengine - INFO - Epoch(val) [2][1800/6282] eta: 0:06:05 time: 0.0817 data_time: 0.0031 memory: 1155 2022/08/07 14:22:13 - mmengine - INFO - Epoch(val) [2][1820/6282] eta: 0:04:26 time: 0.0597 data_time: 0.0022 memory: 1155 2022/08/07 14:22:14 - mmengine - INFO - Epoch(val) [2][1840/6282] eta: 0:04:18 time: 0.0583 data_time: 0.0026 memory: 1155 2022/08/07 14:22:15 - mmengine - INFO - Epoch(val) [2][1860/6282] eta: 0:04:18 time: 0.0585 data_time: 0.0019 memory: 1155 2022/08/07 14:22:16 - mmengine - INFO - Epoch(val) [2][1880/6282] eta: 0:04:17 time: 0.0584 data_time: 0.0018 memory: 1155 2022/08/07 14:22:18 - mmengine - INFO - Epoch(val) [2][1900/6282] eta: 0:04:17 time: 0.0588 data_time: 0.0019 memory: 1155 2022/08/07 14:22:19 - mmengine - INFO - Epoch(val) [2][1920/6282] eta: 0:04:18 time: 0.0593 data_time: 0.0018 memory: 1155 2022/08/07 14:22:20 - mmengine - INFO - Epoch(val) [2][1940/6282] eta: 0:03:58 time: 0.0550 data_time: 0.0017 memory: 1155 2022/08/07 14:22:21 - mmengine - INFO - Epoch(val) [2][1960/6282] eta: 0:03:36 time: 0.0501 data_time: 0.0020 memory: 1101 2022/08/07 14:22:22 - mmengine - INFO - Epoch(val) [2][1980/6282] eta: 0:03:25 time: 0.0478 data_time: 0.0019 memory: 1101 2022/08/07 14:22:23 - mmengine - INFO - Epoch(val) [2][2000/6282] eta: 0:03:21 time: 0.0471 data_time: 0.0016 memory: 1101 2022/08/07 14:22:24 - mmengine - INFO - Epoch(val) [2][2020/6282] eta: 0:03:18 time: 0.0465 data_time: 0.0017 memory: 1101 2022/08/07 14:22:25 - mmengine - INFO - Epoch(val) [2][2040/6282] eta: 0:03:24 time: 0.0483 data_time: 0.0019 memory: 1101 2022/08/07 14:22:26 - mmengine - INFO - Epoch(val) [2][2060/6282] eta: 0:03:22 time: 0.0480 data_time: 0.0016 memory: 1101 2022/08/07 14:22:27 - mmengine - INFO - Epoch(val) [2][2080/6282] eta: 0:03:21 time: 0.0480 data_time: 0.0020 memory: 1101 2022/08/07 14:22:28 - mmengine - INFO - Epoch(val) [2][2100/6282] eta: 0:03:12 time: 0.0461 data_time: 0.0017 memory: 1101 2022/08/07 14:22:29 - mmengine - INFO - Epoch(val) [2][2120/6282] eta: 0:03:23 time: 0.0489 data_time: 0.0019 memory: 1101 2022/08/07 14:22:29 - mmengine - INFO - Epoch(val) [2][2140/6282] eta: 0:03:15 time: 0.0472 data_time: 0.0018 memory: 1101 2022/08/07 14:22:31 - mmengine - INFO - Epoch(val) [2][2160/6282] eta: 0:05:02 time: 0.0733 data_time: 0.0016 memory: 1097 2022/08/07 14:22:32 - mmengine - INFO - Epoch(val) [2][2180/6282] eta: 0:03:23 time: 0.0496 data_time: 0.0021 memory: 1097 2022/08/07 14:22:33 - mmengine - INFO - Epoch(val) [2][2200/6282] eta: 0:03:14 time: 0.0476 data_time: 0.0018 memory: 1097 2022/08/07 14:22:34 - mmengine - INFO - Epoch(val) [2][2220/6282] eta: 0:03:09 time: 0.0466 data_time: 0.0018 memory: 1097 2022/08/07 14:22:35 - mmengine - INFO - Epoch(val) [2][2240/6282] eta: 0:03:18 time: 0.0490 data_time: 0.0016 memory: 1097 2022/08/07 14:22:36 - mmengine - INFO - Epoch(val) [2][2260/6282] eta: 0:03:16 time: 0.0489 data_time: 0.0019 memory: 1101 2022/08/07 14:22:37 - mmengine - INFO - Epoch(val) [2][2280/6282] eta: 0:03:03 time: 0.0459 data_time: 0.0017 memory: 1101 2022/08/07 14:22:38 - mmengine - INFO - Epoch(val) [2][2300/6282] eta: 0:03:14 time: 0.0488 data_time: 0.0016 memory: 1101 2022/08/07 14:22:39 - mmengine - INFO - Epoch(val) [2][2320/6282] eta: 0:03:14 time: 0.0491 data_time: 0.0021 memory: 1101 2022/08/07 14:22:40 - mmengine - INFO - Epoch(val) [2][2340/6282] eta: 0:03:21 time: 0.0511 data_time: 0.0020 memory: 1101 2022/08/07 14:22:41 - mmengine - INFO - Epoch(val) [2][2360/6282] eta: 0:03:44 time: 0.0573 data_time: 0.0075 memory: 1097 2022/08/07 14:22:42 - mmengine - INFO - Epoch(val) [2][2380/6282] eta: 0:03:16 time: 0.0503 data_time: 0.0018 memory: 1097 2022/08/07 14:22:43 - mmengine - INFO - Epoch(val) [2][2400/6282] eta: 0:03:12 time: 0.0497 data_time: 0.0017 memory: 1097 2022/08/07 14:22:44 - mmengine - INFO - Epoch(val) [2][2420/6282] eta: 0:04:58 time: 0.0772 data_time: 0.0024 memory: 1097 2022/08/07 14:22:45 - mmengine - INFO - Epoch(val) [2][2440/6282] eta: 0:03:27 time: 0.0541 data_time: 0.0030 memory: 1097 2022/08/07 14:22:47 - mmengine - INFO - Epoch(val) [2][2460/6282] eta: 0:03:57 time: 0.0622 data_time: 0.0027 memory: 1155 2022/08/07 14:22:48 - mmengine - INFO - Epoch(val) [2][2480/6282] eta: 0:03:57 time: 0.0625 data_time: 0.0033 memory: 1155 2022/08/07 14:22:49 - mmengine - INFO - Epoch(val) [2][2500/6282] eta: 0:03:56 time: 0.0625 data_time: 0.0030 memory: 1155 2022/08/07 14:22:50 - mmengine - INFO - Epoch(val) [2][2520/6282] eta: 0:03:54 time: 0.0623 data_time: 0.0025 memory: 1155 2022/08/07 14:22:52 - mmengine - INFO - Epoch(val) [2][2540/6282] eta: 0:03:51 time: 0.0618 data_time: 0.0034 memory: 1155 2022/08/07 14:22:53 - mmengine - INFO - Epoch(val) [2][2560/6282] eta: 0:03:30 time: 0.0566 data_time: 0.0019 memory: 1155 2022/08/07 14:22:54 - mmengine - INFO - Epoch(val) [2][2580/6282] eta: 0:03:33 time: 0.0578 data_time: 0.0018 memory: 1155 2022/08/07 14:22:55 - mmengine - INFO - Epoch(val) [2][2600/6282] eta: 0:03:35 time: 0.0584 data_time: 0.0019 memory: 1155 2022/08/07 14:22:56 - mmengine - INFO - Epoch(val) [2][2620/6282] eta: 0:03:34 time: 0.0586 data_time: 0.0022 memory: 1155 2022/08/07 14:22:57 - mmengine - INFO - Epoch(val) [2][2640/6282] eta: 0:03:30 time: 0.0577 data_time: 0.0020 memory: 1155 2022/08/07 14:22:59 - mmengine - INFO - Epoch(val) [2][2660/6282] eta: 0:04:10 time: 0.0693 data_time: 0.0019 memory: 1234 2022/08/07 14:23:00 - mmengine - INFO - Epoch(val) [2][2680/6282] eta: 0:04:12 time: 0.0701 data_time: 0.0020 memory: 1234 2022/08/07 14:23:02 - mmengine - INFO - Epoch(val) [2][2700/6282] eta: 0:05:59 time: 0.1002 data_time: 0.0031 memory: 1234 2022/08/07 14:23:04 - mmengine - INFO - Epoch(val) [2][2720/6282] eta: 0:04:23 time: 0.0739 data_time: 0.0028 memory: 1234 2022/08/07 14:23:05 - mmengine - INFO - Epoch(val) [2][2740/6282] eta: 0:03:52 time: 0.0655 data_time: 0.0022 memory: 1234 2022/08/07 14:23:06 - mmengine - INFO - Epoch(val) [2][2760/6282] eta: 0:02:58 time: 0.0508 data_time: 0.0020 memory: 1101 2022/08/07 14:23:07 - mmengine - INFO - Epoch(val) [2][2780/6282] eta: 0:02:48 time: 0.0480 data_time: 0.0016 memory: 1101 2022/08/07 14:23:08 - mmengine - INFO - Epoch(val) [2][2800/6282] eta: 0:02:48 time: 0.0484 data_time: 0.0019 memory: 1101 2022/08/07 14:23:09 - mmengine - INFO - Epoch(val) [2][2820/6282] eta: 0:02:46 time: 0.0481 data_time: 0.0019 memory: 1101 2022/08/07 14:23:10 - mmengine - INFO - Epoch(val) [2][2840/6282] eta: 0:02:45 time: 0.0481 data_time: 0.0017 memory: 1101 2022/08/07 14:23:11 - mmengine - INFO - Epoch(val) [2][2860/6282] eta: 0:03:04 time: 0.0538 data_time: 0.0018 memory: 1155 2022/08/07 14:23:12 - mmengine - INFO - Epoch(val) [2][2880/6282] eta: 0:03:12 time: 0.0565 data_time: 0.0017 memory: 1155 2022/08/07 14:23:13 - mmengine - INFO - Epoch(val) [2][2900/6282] eta: 0:03:08 time: 0.0556 data_time: 0.0018 memory: 1155 2022/08/07 14:23:14 - mmengine - INFO - Epoch(val) [2][2920/6282] eta: 0:02:49 time: 0.0503 data_time: 0.0017 memory: 1155 2022/08/07 14:23:15 - mmengine - INFO - Epoch(val) [2][2940/6282] eta: 0:02:42 time: 0.0486 data_time: 0.0016 memory: 1125 2022/08/07 14:23:16 - mmengine - INFO - Epoch(val) [2][2960/6282] eta: 0:02:45 time: 0.0497 data_time: 0.0017 memory: 1125 2022/08/07 14:23:17 - mmengine - INFO - Epoch(val) [2][2980/6282] eta: 0:02:46 time: 0.0505 data_time: 0.0018 memory: 1125 2022/08/07 14:23:18 - mmengine - INFO - Epoch(val) [2][3000/6282] eta: 0:02:50 time: 0.0518 data_time: 0.0018 memory: 1125 2022/08/07 14:23:19 - mmengine - INFO - Epoch(val) [2][3020/6282] eta: 0:03:10 time: 0.0584 data_time: 0.0019 memory: 1155 2022/08/07 14:23:21 - mmengine - INFO - Epoch(val) [2][3040/6282] eta: 0:04:37 time: 0.0857 data_time: 0.0022 memory: 1155 2022/08/07 14:23:22 - mmengine - INFO - Epoch(val) [2][3060/6282] eta: 0:03:10 time: 0.0592 data_time: 0.0021 memory: 1155 2022/08/07 14:23:23 - mmengine - INFO - Epoch(val) [2][3080/6282] eta: 0:03:00 time: 0.0565 data_time: 0.0020 memory: 1155 2022/08/07 14:23:25 - mmengine - INFO - Epoch(val) [2][3100/6282] eta: 0:02:47 time: 0.0525 data_time: 0.0018 memory: 1155 2022/08/07 14:23:26 - mmengine - INFO - Epoch(val) [2][3120/6282] eta: 0:02:37 time: 0.0498 data_time: 0.0020 memory: 1101 2022/08/07 14:23:27 - mmengine - INFO - Epoch(val) [2][3140/6282] eta: 0:02:34 time: 0.0490 data_time: 0.0018 memory: 1101 2022/08/07 14:23:27 - mmengine - INFO - Epoch(val) [2][3160/6282] eta: 0:02:31 time: 0.0485 data_time: 0.0016 memory: 1101 2022/08/07 14:23:28 - mmengine - INFO - Epoch(val) [2][3180/6282] eta: 0:02:27 time: 0.0477 data_time: 0.0016 memory: 1101 2022/08/07 14:23:30 - mmengine - INFO - Epoch(val) [2][3200/6282] eta: 0:02:44 time: 0.0535 data_time: 0.0017 memory: 1155 2022/08/07 14:23:31 - mmengine - INFO - Epoch(val) [2][3220/6282] eta: 0:02:48 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 14:23:32 - mmengine - INFO - Epoch(val) [2][3240/6282] eta: 0:02:47 time: 0.0549 data_time: 0.0018 memory: 1155 2022/08/07 14:23:33 - mmengine - INFO - Epoch(val) [2][3260/6282] eta: 0:02:52 time: 0.0570 data_time: 0.0020 memory: 1155 2022/08/07 14:23:34 - mmengine - INFO - Epoch(val) [2][3280/6282] eta: 0:02:55 time: 0.0585 data_time: 0.0018 memory: 1155 2022/08/07 14:23:35 - mmengine - INFO - Epoch(val) [2][3300/6282] eta: 0:02:53 time: 0.0581 data_time: 0.0022 memory: 1155 2022/08/07 14:23:36 - mmengine - INFO - Epoch(val) [2][3320/6282] eta: 0:02:58 time: 0.0602 data_time: 0.0023 memory: 1155 2022/08/07 14:23:38 - mmengine - INFO - Epoch(val) [2][3340/6282] eta: 0:02:50 time: 0.0579 data_time: 0.0018 memory: 1155 2022/08/07 14:23:39 - mmengine - INFO - Epoch(val) [2][3360/6282] eta: 0:03:08 time: 0.0644 data_time: 0.0021 memory: 1155 2022/08/07 14:23:40 - mmengine - INFO - Epoch(val) [2][3380/6282] eta: 0:02:46 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 14:23:41 - mmengine - INFO - Epoch(val) [2][3400/6282] eta: 0:02:21 time: 0.0489 data_time: 0.0021 memory: 1097 2022/08/07 14:23:42 - mmengine - INFO - Epoch(val) [2][3420/6282] eta: 0:02:12 time: 0.0464 data_time: 0.0016 memory: 1097 2022/08/07 14:23:43 - mmengine - INFO - Epoch(val) [2][3440/6282] eta: 0:02:16 time: 0.0480 data_time: 0.0020 memory: 1097 2022/08/07 14:23:44 - mmengine - INFO - Epoch(val) [2][3460/6282] eta: 0:02:16 time: 0.0483 data_time: 0.0017 memory: 1097 2022/08/07 14:23:45 - mmengine - INFO - Epoch(val) [2][3480/6282] eta: 0:02:14 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 14:23:46 - mmengine - INFO - Epoch(val) [2][3500/6282] eta: 0:02:13 time: 0.0481 data_time: 0.0015 memory: 1097 2022/08/07 14:23:47 - mmengine - INFO - Epoch(val) [2][3520/6282] eta: 0:02:18 time: 0.0500 data_time: 0.0024 memory: 1097 2022/08/07 14:23:48 - mmengine - INFO - Epoch(val) [2][3540/6282] eta: 0:02:18 time: 0.0503 data_time: 0.0021 memory: 1097 2022/08/07 14:23:49 - mmengine - INFO - Epoch(val) [2][3560/6282] eta: 0:02:15 time: 0.0499 data_time: 0.0018 memory: 1097 2022/08/07 14:23:50 - mmengine - INFO - Epoch(val) [2][3580/6282] eta: 0:02:20 time: 0.0520 data_time: 0.0020 memory: 1139 2022/08/07 14:23:51 - mmengine - INFO - Epoch(val) [2][3600/6282] eta: 0:02:19 time: 0.0522 data_time: 0.0020 memory: 1139 2022/08/07 14:23:52 - mmengine - INFO - Epoch(val) [2][3620/6282] eta: 0:02:17 time: 0.0518 data_time: 0.0018 memory: 1139 2022/08/07 14:23:53 - mmengine - INFO - Epoch(val) [2][3640/6282] eta: 0:02:20 time: 0.0532 data_time: 0.0021 memory: 1139 2022/08/07 14:23:54 - mmengine - INFO - Epoch(val) [2][3660/6282] eta: 0:02:17 time: 0.0526 data_time: 0.0017 memory: 1139 2022/08/07 14:23:55 - mmengine - INFO - Epoch(val) [2][3680/6282] eta: 0:02:23 time: 0.0551 data_time: 0.0017 memory: 1155 2022/08/07 14:23:56 - mmengine - INFO - Epoch(val) [2][3700/6282] eta: 0:02:24 time: 0.0561 data_time: 0.0018 memory: 1155 2022/08/07 14:23:57 - mmengine - INFO - Epoch(val) [2][3720/6282] eta: 0:02:24 time: 0.0564 data_time: 0.0020 memory: 1155 2022/08/07 14:23:59 - mmengine - INFO - Epoch(val) [2][3740/6282] eta: 0:02:26 time: 0.0577 data_time: 0.0018 memory: 1155 2022/08/07 14:24:00 - mmengine - INFO - Epoch(val) [2][3760/6282] eta: 0:02:24 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 14:24:01 - mmengine - INFO - Epoch(val) [2][3780/6282] eta: 0:02:27 time: 0.0591 data_time: 0.0022 memory: 1155 2022/08/07 14:24:02 - mmengine - INFO - Epoch(val) [2][3800/6282] eta: 0:02:20 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 14:24:03 - mmengine - INFO - Epoch(val) [2][3820/6282] eta: 0:02:16 time: 0.0556 data_time: 0.0018 memory: 1155 2022/08/07 14:24:04 - mmengine - INFO - Epoch(val) [2][3840/6282] eta: 0:02:14 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 14:24:05 - mmengine - INFO - Epoch(val) [2][3860/6282] eta: 0:02:14 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 14:24:06 - mmengine - INFO - Epoch(val) [2][3880/6282] eta: 0:02:13 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 14:24:08 - mmengine - INFO - Epoch(val) [2][3900/6282] eta: 0:02:10 time: 0.0549 data_time: 0.0018 memory: 1155 2022/08/07 14:24:09 - mmengine - INFO - Epoch(val) [2][3920/6282] eta: 0:02:14 time: 0.0568 data_time: 0.0018 memory: 1155 2022/08/07 14:24:10 - mmengine - INFO - Epoch(val) [2][3940/6282] eta: 0:02:12 time: 0.0565 data_time: 0.0017 memory: 1155 2022/08/07 14:24:11 - mmengine - INFO - Epoch(val) [2][3960/6282] eta: 0:03:08 time: 0.0812 data_time: 0.0018 memory: 1155 2022/08/07 14:24:13 - mmengine - INFO - Epoch(val) [2][3980/6282] eta: 0:02:09 time: 0.0565 data_time: 0.0018 memory: 1155 2022/08/07 14:24:14 - mmengine - INFO - Epoch(val) [2][4000/6282] eta: 0:02:07 time: 0.0558 data_time: 0.0020 memory: 1155 2022/08/07 14:24:15 - mmengine - INFO - Epoch(val) [2][4020/6282] eta: 0:02:07 time: 0.0564 data_time: 0.0018 memory: 1155 2022/08/07 14:24:16 - mmengine - INFO - Epoch(val) [2][4040/6282] eta: 0:02:17 time: 0.0615 data_time: 0.0021 memory: 1234 2022/08/07 14:24:17 - mmengine - INFO - Epoch(val) [2][4060/6282] eta: 0:02:35 time: 0.0700 data_time: 0.0025 memory: 1234 2022/08/07 14:24:19 - mmengine - INFO - Epoch(val) [2][4080/6282] eta: 0:02:39 time: 0.0723 data_time: 0.0022 memory: 1234 2022/08/07 14:24:20 - mmengine - INFO - Epoch(val) [2][4100/6282] eta: 0:02:39 time: 0.0731 data_time: 0.0025 memory: 1234 2022/08/07 14:24:22 - mmengine - INFO - Epoch(val) [2][4120/6282] eta: 0:02:36 time: 0.0726 data_time: 0.0026 memory: 1234 2022/08/07 14:24:23 - mmengine - INFO - Epoch(val) [2][4140/6282] eta: 0:02:13 time: 0.0625 data_time: 0.0019 memory: 1234 2022/08/07 14:24:24 - mmengine - INFO - Epoch(val) [2][4160/6282] eta: 0:01:37 time: 0.0458 data_time: 0.0017 memory: 1097 2022/08/07 14:24:25 - mmengine - INFO - Epoch(val) [2][4180/6282] eta: 0:01:43 time: 0.0492 data_time: 0.0017 memory: 1097 2022/08/07 14:24:26 - mmengine - INFO - Epoch(val) [2][4200/6282] eta: 0:01:40 time: 0.0484 data_time: 0.0018 memory: 1097 2022/08/07 14:24:27 - mmengine - INFO - Epoch(val) [2][4220/6282] eta: 0:01:44 time: 0.0505 data_time: 0.0018 memory: 1097 2022/08/07 14:24:28 - mmengine - INFO - Epoch(val) [2][4240/6282] eta: 0:01:38 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 14:24:29 - mmengine - INFO - Epoch(val) [2][4260/6282] eta: 0:01:36 time: 0.0479 data_time: 0.0017 memory: 1096 2022/08/07 14:24:30 - mmengine - INFO - Epoch(val) [2][4280/6282] eta: 0:01:36 time: 0.0484 data_time: 0.0017 memory: 1096 2022/08/07 14:24:31 - mmengine - INFO - Epoch(val) [2][4300/6282] eta: 0:02:24 time: 0.0730 data_time: 0.0017 memory: 1096 2022/08/07 14:24:32 - mmengine - INFO - Epoch(val) [2][4320/6282] eta: 0:01:36 time: 0.0493 data_time: 0.0019 memory: 1096 2022/08/07 14:24:33 - mmengine - INFO - Epoch(val) [2][4340/6282] eta: 0:01:34 time: 0.0487 data_time: 0.0021 memory: 1096 2022/08/07 14:24:34 - mmengine - INFO - Epoch(val) [2][4360/6282] eta: 0:01:46 time: 0.0556 data_time: 0.0020 memory: 1155 2022/08/07 14:24:35 - mmengine - INFO - Epoch(val) [2][4380/6282] eta: 0:01:46 time: 0.0562 data_time: 0.0019 memory: 1155 2022/08/07 14:24:37 - mmengine - INFO - Epoch(val) [2][4400/6282] eta: 0:01:50 time: 0.0588 data_time: 0.0018 memory: 1155 2022/08/07 14:24:38 - mmengine - INFO - Epoch(val) [2][4420/6282] eta: 0:01:49 time: 0.0590 data_time: 0.0022 memory: 1155 2022/08/07 14:24:39 - mmengine - INFO - Epoch(val) [2][4440/6282] eta: 0:01:48 time: 0.0589 data_time: 0.0018 memory: 1163 2022/08/07 14:24:40 - mmengine - INFO - Epoch(val) [2][4460/6282] eta: 0:01:46 time: 0.0585 data_time: 0.0019 memory: 1163 2022/08/07 14:24:41 - mmengine - INFO - Epoch(val) [2][4480/6282] eta: 0:01:46 time: 0.0592 data_time: 0.0019 memory: 1163 2022/08/07 14:24:42 - mmengine - INFO - Epoch(val) [2][4500/6282] eta: 0:01:38 time: 0.0554 data_time: 0.0019 memory: 1163 2022/08/07 14:24:44 - mmengine - INFO - Epoch(val) [2][4520/6282] eta: 0:01:34 time: 0.0536 data_time: 0.0017 memory: 1163 2022/08/07 14:24:44 - mmengine - INFO - Epoch(val) [2][4540/6282] eta: 0:01:22 time: 0.0475 data_time: 0.0016 memory: 1101 2022/08/07 14:24:45 - mmengine - INFO - Epoch(val) [2][4560/6282] eta: 0:01:22 time: 0.0480 data_time: 0.0016 memory: 1101 2022/08/07 14:24:46 - mmengine - INFO - Epoch(val) [2][4580/6282] eta: 0:01:24 time: 0.0497 data_time: 0.0023 memory: 1101 2022/08/07 14:24:47 - mmengine - INFO - Epoch(val) [2][4600/6282] eta: 0:01:24 time: 0.0502 data_time: 0.0022 memory: 1101 2022/08/07 14:24:48 - mmengine - INFO - Epoch(val) [2][4620/6282] eta: 0:01:23 time: 0.0501 data_time: 0.0028 memory: 1101 2022/08/07 14:24:50 - mmengine - INFO - Epoch(val) [2][4640/6282] eta: 0:02:12 time: 0.0808 data_time: 0.0020 memory: 1163 2022/08/07 14:24:51 - mmengine - INFO - Epoch(val) [2][4660/6282] eta: 0:01:34 time: 0.0580 data_time: 0.0018 memory: 1163 2022/08/07 14:24:52 - mmengine - INFO - Epoch(val) [2][4680/6282] eta: 0:01:30 time: 0.0567 data_time: 0.0018 memory: 1163 2022/08/07 14:24:53 - mmengine - INFO - Epoch(val) [2][4700/6282] eta: 0:01:28 time: 0.0560 data_time: 0.0016 memory: 1163 2022/08/07 14:24:55 - mmengine - INFO - Epoch(val) [2][4720/6282] eta: 0:01:24 time: 0.0540 data_time: 0.0017 memory: 1163 2022/08/07 14:24:56 - mmengine - INFO - Epoch(val) [2][4740/6282] eta: 0:01:17 time: 0.0505 data_time: 0.0016 memory: 1122 2022/08/07 14:24:57 - mmengine - INFO - Epoch(val) [2][4760/6282] eta: 0:01:15 time: 0.0495 data_time: 0.0018 memory: 1122 2022/08/07 14:24:58 - mmengine - INFO - Epoch(val) [2][4780/6282] eta: 0:01:15 time: 0.0503 data_time: 0.0018 memory: 1122 2022/08/07 14:24:59 - mmengine - INFO - Epoch(val) [2][4800/6282] eta: 0:01:16 time: 0.0514 data_time: 0.0018 memory: 1122 2022/08/07 14:25:00 - mmengine - INFO - Epoch(val) [2][4820/6282] eta: 0:01:45 time: 0.0720 data_time: 0.0017 memory: 1155 2022/08/07 14:25:01 - mmengine - INFO - Epoch(val) [2][4840/6282] eta: 0:01:24 time: 0.0586 data_time: 0.0020 memory: 1155 2022/08/07 14:25:02 - mmengine - INFO - Epoch(val) [2][4860/6282] eta: 0:01:19 time: 0.0560 data_time: 0.0018 memory: 1155 2022/08/07 14:25:04 - mmengine - INFO - Epoch(val) [2][4880/6282] eta: 0:01:21 time: 0.0581 data_time: 0.0018 memory: 1155 2022/08/07 14:25:05 - mmengine - INFO - Epoch(val) [2][4900/6282] eta: 0:01:20 time: 0.0581 data_time: 0.0020 memory: 1155 2022/08/07 14:25:06 - mmengine - INFO - Epoch(val) [2][4920/6282] eta: 0:01:19 time: 0.0582 data_time: 0.0022 memory: 1158 2022/08/07 14:25:07 - mmengine - INFO - Epoch(val) [2][4940/6282] eta: 0:01:20 time: 0.0598 data_time: 0.0024 memory: 1158 2022/08/07 14:25:08 - mmengine - INFO - Epoch(val) [2][4960/6282] eta: 0:01:17 time: 0.0587 data_time: 0.0016 memory: 1158 2022/08/07 14:25:09 - mmengine - INFO - Epoch(val) [2][4980/6282] eta: 0:01:15 time: 0.0578 data_time: 0.0017 memory: 1158 2022/08/07 14:25:11 - mmengine - INFO - Epoch(val) [2][5000/6282] eta: 0:01:45 time: 0.0820 data_time: 0.0022 memory: 1158 2022/08/07 14:25:12 - mmengine - INFO - Epoch(val) [2][5020/6282] eta: 0:01:08 time: 0.0544 data_time: 0.0021 memory: 1158 2022/08/07 14:25:13 - mmengine - INFO - Epoch(val) [2][5040/6282] eta: 0:00:57 time: 0.0466 data_time: 0.0017 memory: 1101 2022/08/07 14:25:14 - mmengine - INFO - Epoch(val) [2][5060/6282] eta: 0:00:59 time: 0.0486 data_time: 0.0019 memory: 1101 2022/08/07 14:25:15 - mmengine - INFO - Epoch(val) [2][5080/6282] eta: 0:00:55 time: 0.0459 data_time: 0.0016 memory: 1101 2022/08/07 14:25:16 - mmengine - INFO - Epoch(val) [2][5100/6282] eta: 0:00:56 time: 0.0474 data_time: 0.0019 memory: 1101 2022/08/07 14:25:17 - mmengine - INFO - Epoch(val) [2][5120/6282] eta: 0:00:56 time: 0.0489 data_time: 0.0021 memory: 1101 2022/08/07 14:25:18 - mmengine - INFO - Epoch(val) [2][5140/6282] eta: 0:00:55 time: 0.0484 data_time: 0.0022 memory: 1097 2022/08/07 14:25:19 - mmengine - INFO - Epoch(val) [2][5160/6282] eta: 0:00:54 time: 0.0487 data_time: 0.0022 memory: 1097 2022/08/07 14:25:20 - mmengine - INFO - Epoch(val) [2][5180/6282] eta: 0:00:51 time: 0.0468 data_time: 0.0019 memory: 1097 2022/08/07 14:25:21 - mmengine - INFO - Epoch(val) [2][5200/6282] eta: 0:01:25 time: 0.0788 data_time: 0.0035 memory: 1097 2022/08/07 14:25:22 - mmengine - INFO - Epoch(val) [2][5220/6282] eta: 0:00:50 time: 0.0477 data_time: 0.0019 memory: 1097 2022/08/07 14:25:23 - mmengine - INFO - Epoch(val) [2][5240/6282] eta: 0:00:48 time: 0.0469 data_time: 0.0019 memory: 1096 2022/08/07 14:25:24 - mmengine - INFO - Epoch(val) [2][5260/6282] eta: 0:00:48 time: 0.0475 data_time: 0.0017 memory: 1096 2022/08/07 14:25:25 - mmengine - INFO - Epoch(val) [2][5280/6282] eta: 0:00:47 time: 0.0471 data_time: 0.0022 memory: 1096 2022/08/07 14:25:26 - mmengine - INFO - Epoch(val) [2][5300/6282] eta: 0:00:48 time: 0.0495 data_time: 0.0018 memory: 1096 2022/08/07 14:25:27 - mmengine - INFO - Epoch(val) [2][5320/6282] eta: 0:00:46 time: 0.0485 data_time: 0.0022 memory: 1097 2022/08/07 14:25:28 - mmengine - INFO - Epoch(val) [2][5340/6282] eta: 0:00:44 time: 0.0476 data_time: 0.0018 memory: 1097 2022/08/07 14:25:29 - mmengine - INFO - Epoch(val) [2][5360/6282] eta: 0:00:44 time: 0.0483 data_time: 0.0020 memory: 1097 2022/08/07 14:25:30 - mmengine - INFO - Epoch(val) [2][5380/6282] eta: 0:00:43 time: 0.0484 data_time: 0.0020 memory: 1097 2022/08/07 14:25:31 - mmengine - INFO - Epoch(val) [2][5400/6282] eta: 0:00:42 time: 0.0486 data_time: 0.0025 memory: 1097 2022/08/07 14:25:32 - mmengine - INFO - Epoch(val) [2][5420/6282] eta: 0:00:41 time: 0.0484 data_time: 0.0019 memory: 1097 2022/08/07 14:25:33 - mmengine - INFO - Epoch(val) [2][5440/6282] eta: 0:01:01 time: 0.0733 data_time: 0.0019 memory: 1097 2022/08/07 14:25:34 - mmengine - INFO - Epoch(val) [2][5460/6282] eta: 0:00:40 time: 0.0488 data_time: 0.0017 memory: 1097 2022/08/07 14:25:35 - mmengine - INFO - Epoch(val) [2][5480/6282] eta: 0:00:38 time: 0.0480 data_time: 0.0017 memory: 1097 2022/08/07 14:25:36 - mmengine - INFO - Epoch(val) [2][5500/6282] eta: 0:00:36 time: 0.0470 data_time: 0.0017 memory: 1097 2022/08/07 14:25:37 - mmengine - INFO - Epoch(val) [2][5520/6282] eta: 0:00:36 time: 0.0476 data_time: 0.0016 memory: 1118 2022/08/07 14:25:38 - mmengine - INFO - Epoch(val) [2][5540/6282] eta: 0:00:36 time: 0.0487 data_time: 0.0019 memory: 1118 2022/08/07 14:25:39 - mmengine - INFO - Epoch(val) [2][5560/6282] eta: 0:00:34 time: 0.0484 data_time: 0.0019 memory: 1118 2022/08/07 14:25:40 - mmengine - INFO - Epoch(val) [2][5580/6282] eta: 0:00:33 time: 0.0484 data_time: 0.0018 memory: 1118 2022/08/07 14:25:41 - mmengine - INFO - Epoch(val) [2][5600/6282] eta: 0:00:34 time: 0.0508 data_time: 0.0025 memory: 1118 2022/08/07 14:25:42 - mmengine - INFO - Epoch(val) [2][5620/6282] eta: 0:00:32 time: 0.0492 data_time: 0.0023 memory: 1118 2022/08/07 14:25:43 - mmengine - INFO - Epoch(val) [2][5640/6282] eta: 0:00:31 time: 0.0488 data_time: 0.0016 memory: 1097 2022/08/07 14:25:44 - mmengine - INFO - Epoch(val) [2][5660/6282] eta: 0:00:32 time: 0.0515 data_time: 0.0017 memory: 1097 2022/08/07 14:25:45 - mmengine - INFO - Epoch(val) [2][5680/6282] eta: 0:00:29 time: 0.0490 data_time: 0.0018 memory: 1097 2022/08/07 14:25:46 - mmengine - INFO - Epoch(val) [2][5700/6282] eta: 0:00:27 time: 0.0478 data_time: 0.0018 memory: 1097 2022/08/07 14:25:47 - mmengine - INFO - Epoch(val) [2][5720/6282] eta: 0:00:27 time: 0.0494 data_time: 0.0020 memory: 1130 2022/08/07 14:25:48 - mmengine - INFO - Epoch(val) [2][5740/6282] eta: 0:00:26 time: 0.0494 data_time: 0.0017 memory: 1130 2022/08/07 14:25:49 - mmengine - INFO - Epoch(val) [2][5760/6282] eta: 0:00:24 time: 0.0474 data_time: 0.0016 memory: 1130 2022/08/07 14:25:50 - mmengine - INFO - Epoch(val) [2][5780/6282] eta: 0:00:24 time: 0.0490 data_time: 0.0018 memory: 1130 2022/08/07 14:25:51 - mmengine - INFO - Epoch(val) [2][5800/6282] eta: 0:00:23 time: 0.0486 data_time: 0.0017 memory: 1130 2022/08/07 14:25:52 - mmengine - INFO - Epoch(val) [2][5820/6282] eta: 0:00:22 time: 0.0496 data_time: 0.0018 memory: 1130 2022/08/07 14:25:53 - mmengine - INFO - Epoch(val) [2][5840/6282] eta: 0:00:21 time: 0.0493 data_time: 0.0021 memory: 1118 2022/08/07 14:25:54 - mmengine - INFO - Epoch(val) [2][5860/6282] eta: 0:00:28 time: 0.0670 data_time: 0.0024 memory: 1118 2022/08/07 14:25:55 - mmengine - INFO - Epoch(val) [2][5880/6282] eta: 0:00:19 time: 0.0495 data_time: 0.0017 memory: 1118 2022/08/07 14:25:56 - mmengine - INFO - Epoch(val) [2][5900/6282] eta: 0:00:18 time: 0.0495 data_time: 0.0017 memory: 1118 2022/08/07 14:25:57 - mmengine - INFO - Epoch(val) [2][5920/6282] eta: 0:00:17 time: 0.0495 data_time: 0.0019 memory: 1118 2022/08/07 14:25:58 - mmengine - INFO - Epoch(val) [2][5940/6282] eta: 0:00:17 time: 0.0504 data_time: 0.0020 memory: 1097 2022/08/07 14:25:59 - mmengine - INFO - Epoch(val) [2][5960/6282] eta: 0:00:16 time: 0.0506 data_time: 0.0018 memory: 1097 2022/08/07 14:26:00 - mmengine - INFO - Epoch(val) [2][5980/6282] eta: 0:00:15 time: 0.0501 data_time: 0.0017 memory: 1097 2022/08/07 14:26:01 - mmengine - INFO - Epoch(val) [2][6000/6282] eta: 0:00:16 time: 0.0585 data_time: 0.0021 memory: 1155 2022/08/07 14:26:03 - mmengine - INFO - Epoch(val) [2][6020/6282] eta: 0:00:14 time: 0.0569 data_time: 0.0019 memory: 1155 2022/08/07 14:26:04 - mmengine - INFO - Epoch(val) [2][6040/6282] eta: 0:00:13 time: 0.0546 data_time: 0.0016 memory: 1155 2022/08/07 14:26:05 - mmengine - INFO - Epoch(val) [2][6060/6282] eta: 0:00:12 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 14:26:06 - mmengine - INFO - Epoch(val) [2][6080/6282] eta: 0:00:11 time: 0.0555 data_time: 0.0017 memory: 1155 2022/08/07 14:26:07 - mmengine - INFO - Epoch(val) [2][6100/6282] eta: 0:00:09 time: 0.0545 data_time: 0.0016 memory: 1155 2022/08/07 14:26:08 - mmengine - INFO - Epoch(val) [2][6120/6282] eta: 0:00:08 time: 0.0541 data_time: 0.0017 memory: 1155 2022/08/07 14:26:09 - mmengine - INFO - Epoch(val) [2][6140/6282] eta: 0:00:07 time: 0.0541 data_time: 0.0017 memory: 1155 2022/08/07 14:26:10 - mmengine - INFO - Epoch(val) [2][6160/6282] eta: 0:00:06 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 14:26:11 - mmengine - INFO - Epoch(val) [2][6180/6282] eta: 0:00:05 time: 0.0533 data_time: 0.0015 memory: 1155 2022/08/07 14:26:12 - mmengine - INFO - Epoch(val) [2][6200/6282] eta: 0:00:04 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 14:26:13 - mmengine - INFO - Epoch(val) [2][6220/6282] eta: 0:00:03 time: 0.0533 data_time: 0.0014 memory: 1155 2022/08/07 14:26:15 - mmengine - INFO - Epoch(val) [2][6240/6282] eta: 0:00:02 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 14:26:16 - mmengine - INFO - Epoch(val) [2][6260/6282] eta: 0:00:01 time: 0.0529 data_time: 0.0013 memory: 1155 2022/08/07 14:26:17 - mmengine - INFO - Epoch(val) [2][6280/6282] eta: 0:00:00 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 14:31:27 - mmengine - INFO - Epoch(val) [2][6282/6282] mAP/mAP@0.5IOU: 0.2064 2022/08/07 14:31:27 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_2.pth is removed 2022/08/07 14:31:30 - mmengine - INFO - The best checkpoint with 0.2064 mAP/mAP@0.5IOU at 3 epoch is saved to best_mAP/mAP@0.5IOU_epoch_3.pth. 2022/08/07 14:31:54 - mmengine - INFO - Epoch(train) [3][20/1441] lr: 1.1000e-01 eta: 6:50:42 time: 1.2050 data_time: 0.2758 memory: 23477 grad_norm: 0.1188 recall@thr=0.5: 0.5859 prec@thr=0.5: 0.7667 recall@top3: 0.6941 prec@top3: 0.6296 recall@top5: 0.9119 prec@top5: 0.5156 loss_action_cls: 0.0738 loss: 0.0738 2022/08/07 14:32:12 - mmengine - INFO - Epoch(train) [3][40/1441] lr: 1.1000e-01 eta: 6:50:14 time: 0.9009 data_time: 0.0216 memory: 23477 grad_norm: 0.1240 recall@thr=0.5: 0.6696 prec@thr=0.5: 0.7741 recall@top3: 0.7336 prec@top3: 0.6310 recall@top5: 0.8929 prec@top5: 0.4536 loss_action_cls: 0.0754 loss: 0.0754 2022/08/07 14:32:31 - mmengine - INFO - Epoch(train) [3][60/1441] lr: 1.1000e-01 eta: 6:49:50 time: 0.9206 data_time: 0.0329 memory: 23477 grad_norm: 0.1208 recall@thr=0.5: 0.5982 prec@thr=0.5: 0.7029 recall@top3: 0.7036 prec@top3: 0.5870 recall@top5: 0.8732 prec@top5: 0.4565 loss_action_cls: 0.0744 loss: 0.0744 2022/08/07 14:32:49 - mmengine - INFO - Epoch(train) [3][80/1441] lr: 1.1000e-01 eta: 6:49:26 time: 0.9247 data_time: 0.0224 memory: 23477 grad_norm: 0.1156 recall@thr=0.5: 0.6020 prec@thr=0.5: 0.7267 recall@top3: 0.7613 prec@top3: 0.6333 recall@top5: 0.9200 prec@top5: 0.4800 loss_action_cls: 0.0706 loss: 0.0706 2022/08/07 14:33:08 - mmengine - INFO - Epoch(train) [3][100/1441] lr: 1.1000e-01 eta: 6:49:06 time: 0.9433 data_time: 0.0212 memory: 23477 grad_norm: 0.1088 recall@thr=0.5: 0.5959 prec@thr=0.5: 0.7579 recall@top3: 0.7704 prec@top3: 0.6855 recall@top5: 0.8962 prec@top5: 0.4830 loss_action_cls: 0.0724 loss: 0.0724 2022/08/07 14:33:25 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 14:33:26 - mmengine - INFO - Epoch(train) [3][120/1441] lr: 1.1000e-01 eta: 6:48:42 time: 0.9212 data_time: 0.0216 memory: 23477 grad_norm: 0.1117 recall@thr=0.5: 0.5126 prec@thr=0.5: 0.5996 recall@top3: 0.7102 prec@top3: 0.5285 recall@top5: 0.8841 prec@top5: 0.4244 loss_action_cls: 0.0744 loss: 0.0744 2022/08/07 14:33:45 - mmengine - INFO - Epoch(train) [3][140/1441] lr: 1.1000e-01 eta: 6:48:21 time: 0.9386 data_time: 0.0385 memory: 23477 grad_norm: 0.1148 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.7637 recall@top3: 0.8741 prec@top3: 0.7259 recall@top5: 0.9611 prec@top5: 0.4889 loss_action_cls: 0.0734 loss: 0.0734 2022/08/07 14:34:03 - mmengine - INFO - Epoch(train) [3][160/1441] lr: 1.1000e-01 eta: 6:47:56 time: 0.9109 data_time: 0.0265 memory: 23477 grad_norm: 0.1160 recall@thr=0.5: 0.6541 prec@thr=0.5: 0.6761 recall@top3: 0.8003 prec@top3: 0.5975 recall@top5: 0.9167 prec@top5: 0.4264 loss_action_cls: 0.0683 loss: 0.0683 2022/08/07 14:34:21 - mmengine - INFO - Epoch(train) [3][180/1441] lr: 1.1000e-01 eta: 6:47:29 time: 0.9033 data_time: 0.0245 memory: 23477 grad_norm: 0.1157 recall@thr=0.5: 0.6348 prec@thr=0.5: 0.7872 recall@top3: 0.8316 prec@top3: 0.7092 recall@top5: 0.9752 prec@top5: 0.5064 loss_action_cls: 0.0763 loss: 0.0763 2022/08/07 14:34:39 - mmengine - INFO - Epoch(train) [3][200/1441] lr: 1.1000e-01 eta: 6:47:00 time: 0.8881 data_time: 0.0208 memory: 23477 grad_norm: 0.1119 recall@thr=0.5: 0.5881 prec@thr=0.5: 0.6250 recall@top3: 0.7356 prec@top3: 0.5385 recall@top5: 0.9487 prec@top5: 0.4385 loss_action_cls: 0.0703 loss: 0.0703 2022/08/07 14:34:58 - mmengine - INFO - Epoch(train) [3][220/1441] lr: 1.1000e-01 eta: 6:46:39 time: 0.9372 data_time: 0.0253 memory: 23477 grad_norm: 0.1183 recall@thr=0.5: 0.7199 prec@thr=0.5: 0.7376 recall@top3: 0.8475 prec@top3: 0.5957 recall@top5: 0.9504 prec@top5: 0.4170 loss_action_cls: 0.0781 loss: 0.0781 2022/08/07 14:35:16 - mmengine - INFO - Epoch(train) [3][240/1441] lr: 1.1000e-01 eta: 6:46:15 time: 0.9217 data_time: 0.0287 memory: 23477 grad_norm: 0.1095 recall@thr=0.5: 0.6202 prec@thr=0.5: 0.7115 recall@top3: 0.7804 prec@top3: 0.6538 recall@top5: 0.8478 prec@top5: 0.4269 loss_action_cls: 0.0797 loss: 0.0797 2022/08/07 14:35:35 - mmengine - INFO - Epoch(train) [3][260/1441] lr: 1.1000e-01 eta: 6:45:54 time: 0.9359 data_time: 0.0264 memory: 23477 grad_norm: 0.1023 recall@thr=0.5: 0.5993 prec@thr=0.5: 0.7135 recall@top3: 0.7438 prec@top3: 0.5625 recall@top5: 0.9125 prec@top5: 0.4250 loss_action_cls: 0.0681 loss: 0.0681 2022/08/07 14:35:54 - mmengine - INFO - Epoch(train) [3][280/1441] lr: 1.1000e-01 eta: 6:45:31 time: 0.9241 data_time: 0.0308 memory: 23477 grad_norm: 0.1042 recall@thr=0.5: 0.3730 prec@thr=0.5: 0.6081 recall@top3: 0.6631 prec@top3: 0.6036 recall@top5: 0.8851 prec@top5: 0.4865 loss_action_cls: 0.0686 loss: 0.0686 2022/08/07 14:36:12 - mmengine - INFO - Epoch(train) [3][300/1441] lr: 1.1000e-01 eta: 6:45:07 time: 0.9128 data_time: 0.0257 memory: 23477 grad_norm: 0.1054 recall@thr=0.5: 0.7346 prec@thr=0.5: 0.8025 recall@top3: 0.8231 prec@top3: 0.6235 recall@top5: 0.9194 prec@top5: 0.4296 loss_action_cls: 0.0695 loss: 0.0695 2022/08/07 14:36:31 - mmengine - INFO - Epoch(train) [3][320/1441] lr: 1.1000e-01 eta: 6:44:47 time: 0.9408 data_time: 0.0228 memory: 23477 grad_norm: 0.1074 recall@thr=0.5: 0.6465 prec@thr=0.5: 0.6869 recall@top3: 0.7172 prec@top3: 0.6162 recall@top5: 0.9323 prec@top5: 0.5030 loss_action_cls: 0.0753 loss: 0.0753 2022/08/07 14:36:49 - mmengine - INFO - Epoch(train) [3][340/1441] lr: 1.1000e-01 eta: 6:44:22 time: 0.9136 data_time: 0.0228 memory: 23477 grad_norm: 0.1131 recall@thr=0.5: 0.6256 prec@thr=0.5: 0.7750 recall@top3: 0.7617 prec@top3: 0.6556 recall@top5: 0.8969 prec@top5: 0.4833 loss_action_cls: 0.0767 loss: 0.0767 2022/08/07 14:37:08 - mmengine - INFO - Epoch(train) [3][360/1441] lr: 1.1000e-01 eta: 6:44:05 time: 0.9620 data_time: 0.0257 memory: 23477 grad_norm: 0.1021 recall@thr=0.5: 0.6775 prec@thr=0.5: 0.7464 recall@top3: 0.8207 prec@top3: 0.6087 recall@top5: 0.9058 prec@top5: 0.4217 loss_action_cls: 0.0669 loss: 0.0669 2022/08/07 14:37:26 - mmengine - INFO - Epoch(train) [3][380/1441] lr: 1.1000e-01 eta: 6:43:41 time: 0.9131 data_time: 0.0310 memory: 23477 grad_norm: 0.1183 recall@thr=0.5: 0.5321 prec@thr=0.5: 0.7697 recall@top3: 0.7709 prec@top3: 0.6970 recall@top5: 0.9309 prec@top5: 0.5236 loss_action_cls: 0.0676 loss: 0.0676 2022/08/07 14:37:46 - mmengine - INFO - Epoch(train) [3][400/1441] lr: 1.1000e-01 eta: 6:43:23 time: 0.9570 data_time: 0.0227 memory: 23477 grad_norm: 0.1129 recall@thr=0.5: 0.7136 prec@thr=0.5: 0.7273 recall@top3: 0.8136 prec@top3: 0.6439 recall@top5: 0.8841 prec@top5: 0.4318 loss_action_cls: 0.0711 loss: 0.0711 2022/08/07 14:38:04 - mmengine - INFO - Epoch(train) [3][420/1441] lr: 1.1000e-01 eta: 6:42:59 time: 0.9103 data_time: 0.0287 memory: 23477 grad_norm: 0.1269 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.8178 recall@top3: 0.7946 prec@top3: 0.7209 recall@top5: 0.9302 prec@top5: 0.5302 loss_action_cls: 0.0747 loss: 0.0747 2022/08/07 14:38:22 - mmengine - INFO - Epoch(train) [3][440/1441] lr: 1.1000e-01 eta: 6:42:33 time: 0.9042 data_time: 0.0239 memory: 23477 grad_norm: 0.1170 recall@thr=0.5: 0.5946 prec@thr=0.5: 0.7212 recall@top3: 0.7436 prec@top3: 0.6603 recall@top5: 0.9199 prec@top5: 0.5038 loss_action_cls: 0.0763 loss: 0.0763 2022/08/07 14:38:40 - mmengine - INFO - Epoch(train) [3][460/1441] lr: 1.1000e-01 eta: 6:42:11 time: 0.9263 data_time: 0.0248 memory: 23477 grad_norm: 0.1102 recall@thr=0.5: 0.7053 prec@thr=0.5: 0.7154 recall@top3: 0.8537 prec@top3: 0.6667 recall@top5: 0.9573 prec@top5: 0.4537 loss_action_cls: 0.0677 loss: 0.0677 2022/08/07 14:38:59 - mmengine - INFO - Epoch(train) [3][480/1441] lr: 1.1000e-01 eta: 6:41:49 time: 0.9280 data_time: 0.0249 memory: 23477 grad_norm: 0.1113 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7100 recall@top3: 0.8200 prec@top3: 0.5733 recall@top5: 0.9267 prec@top5: 0.4080 loss_action_cls: 0.0701 loss: 0.0701 2022/08/07 14:39:18 - mmengine - INFO - Epoch(train) [3][500/1441] lr: 1.1000e-01 eta: 6:41:29 time: 0.9389 data_time: 0.0251 memory: 23477 grad_norm: 0.1049 recall@thr=0.5: 0.5143 prec@thr=0.5: 0.6905 recall@top3: 0.6000 prec@top3: 0.4667 recall@top5: 0.7952 prec@top5: 0.3771 loss_action_cls: 0.0737 loss: 0.0737 2022/08/07 14:39:36 - mmengine - INFO - Epoch(train) [3][520/1441] lr: 1.1000e-01 eta: 6:41:07 time: 0.9252 data_time: 0.0266 memory: 23477 grad_norm: 0.1106 recall@thr=0.5: 0.6921 prec@thr=0.5: 0.8250 recall@top3: 0.7925 prec@top3: 0.6250 recall@top5: 0.8875 prec@top5: 0.4450 loss_action_cls: 0.0636 loss: 0.0636 2022/08/07 14:39:55 - mmengine - INFO - Epoch(train) [3][540/1441] lr: 1.1000e-01 eta: 6:40:46 time: 0.9336 data_time: 0.0233 memory: 23477 grad_norm: 0.1102 recall@thr=0.5: 0.6771 prec@thr=0.5: 0.7865 recall@top3: 0.8177 prec@top3: 0.6597 recall@top5: 0.9410 prec@top5: 0.4708 loss_action_cls: 0.0716 loss: 0.0716 2022/08/07 14:40:13 - mmengine - INFO - Epoch(train) [3][560/1441] lr: 1.1000e-01 eta: 6:40:22 time: 0.9130 data_time: 0.0253 memory: 23477 grad_norm: 0.1100 recall@thr=0.5: 0.6417 prec@thr=0.5: 0.8187 recall@top3: 0.7833 prec@top3: 0.6917 recall@top5: 0.9354 prec@top5: 0.5050 loss_action_cls: 0.0643 loss: 0.0643 2022/08/07 14:40:32 - mmengine - INFO - Epoch(train) [3][580/1441] lr: 1.1000e-01 eta: 6:40:02 time: 0.9393 data_time: 0.0363 memory: 23477 grad_norm: 0.1057 recall@thr=0.5: 0.7800 prec@thr=0.5: 0.7917 recall@top3: 0.8067 prec@top3: 0.6133 recall@top5: 0.9450 prec@top5: 0.4320 loss_action_cls: 0.0676 loss: 0.0676 2022/08/07 14:40:51 - mmengine - INFO - Epoch(train) [3][600/1441] lr: 1.1000e-01 eta: 6:39:41 time: 0.9298 data_time: 0.0228 memory: 23477 grad_norm: 0.1023 recall@thr=0.5: 0.6230 prec@thr=0.5: 0.7181 recall@top3: 0.7461 prec@top3: 0.6028 recall@top5: 0.9383 prec@top5: 0.4553 loss_action_cls: 0.0746 loss: 0.0746 2022/08/07 14:41:08 - mmengine - INFO - Epoch(train) [3][620/1441] lr: 1.1000e-01 eta: 6:39:14 time: 0.8909 data_time: 0.0243 memory: 23477 grad_norm: 0.0963 recall@thr=0.5: 0.6450 prec@thr=0.5: 0.6133 recall@top3: 0.7150 prec@top3: 0.4667 recall@top5: 0.8250 prec@top5: 0.3320 loss_action_cls: 0.0690 loss: 0.0690 2022/08/07 14:41:27 - mmengine - INFO - Epoch(train) [3][640/1441] lr: 1.1000e-01 eta: 6:38:55 time: 0.9474 data_time: 0.0247 memory: 23477 grad_norm: 0.1039 recall@thr=0.5: 0.5862 prec@thr=0.5: 0.7012 recall@top3: 0.6207 prec@top3: 0.5528 recall@top5: 0.8618 prec@top5: 0.4537 loss_action_cls: 0.0646 loss: 0.0646 2022/08/07 14:41:46 - mmengine - INFO - Epoch(train) [3][660/1441] lr: 1.1000e-01 eta: 6:38:32 time: 0.9170 data_time: 0.0303 memory: 23477 grad_norm: 0.1057 recall@thr=0.5: 0.6797 prec@thr=0.5: 0.7516 recall@top3: 0.8039 prec@top3: 0.6993 recall@top5: 0.9510 prec@top5: 0.4902 loss_action_cls: 0.0697 loss: 0.0697 2022/08/07 14:42:04 - mmengine - INFO - Epoch(train) [3][680/1441] lr: 1.1000e-01 eta: 6:38:10 time: 0.9284 data_time: 0.0242 memory: 23477 grad_norm: 0.1026 recall@thr=0.5: 0.6681 prec@thr=0.5: 0.7444 recall@top3: 0.7793 prec@top3: 0.5926 recall@top5: 0.8844 prec@top5: 0.4044 loss_action_cls: 0.0716 loss: 0.0716 2022/08/07 14:42:23 - mmengine - INFO - Epoch(train) [3][700/1441] lr: 1.1000e-01 eta: 6:37:48 time: 0.9228 data_time: 0.0239 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.6143 prec@thr=0.5: 0.5969 recall@top3: 0.6957 prec@top3: 0.4806 recall@top5: 0.8585 prec@top5: 0.3674 loss_action_cls: 0.0703 loss: 0.0703 2022/08/07 14:42:41 - mmengine - INFO - Epoch(train) [3][720/1441] lr: 1.1000e-01 eta: 6:37:28 time: 0.9351 data_time: 0.0292 memory: 23477 grad_norm: 0.1025 recall@thr=0.5: 0.6413 prec@thr=0.5: 0.6196 recall@top3: 0.7391 prec@top3: 0.6232 recall@top5: 0.9058 prec@top5: 0.4435 loss_action_cls: 0.0624 loss: 0.0624 2022/08/07 14:43:00 - mmengine - INFO - Epoch(train) [3][740/1441] lr: 1.1000e-01 eta: 6:37:05 time: 0.9190 data_time: 0.0234 memory: 23477 grad_norm: 0.1099 recall@thr=0.5: 0.6124 prec@thr=0.5: 0.6395 recall@top3: 0.8043 prec@top3: 0.5504 recall@top5: 0.9186 prec@top5: 0.3721 loss_action_cls: 0.0705 loss: 0.0705 2022/08/07 14:43:18 - mmengine - INFO - Epoch(train) [3][760/1441] lr: 1.1000e-01 eta: 6:36:40 time: 0.9025 data_time: 0.0250 memory: 23477 grad_norm: 0.1102 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.6933 recall@top3: 0.8083 prec@top3: 0.6333 recall@top5: 0.9150 prec@top5: 0.4440 loss_action_cls: 0.0716 loss: 0.0716 2022/08/07 14:43:36 - mmengine - INFO - Epoch(train) [3][780/1441] lr: 1.1000e-01 eta: 6:36:18 time: 0.9215 data_time: 0.0229 memory: 23477 grad_norm: 0.1070 recall@thr=0.5: 0.5608 prec@thr=0.5: 0.6569 recall@top3: 0.7052 prec@top3: 0.5817 recall@top5: 0.8513 prec@top5: 0.4314 loss_action_cls: 0.0652 loss: 0.0652 2022/08/07 14:43:54 - mmengine - INFO - Epoch(train) [3][800/1441] lr: 1.1000e-01 eta: 6:35:54 time: 0.9056 data_time: 0.0269 memory: 23477 grad_norm: 0.0973 recall@thr=0.5: 0.7534 prec@thr=0.5: 0.8282 recall@top3: 0.8095 prec@top3: 0.6327 recall@top5: 0.9320 prec@top5: 0.4612 loss_action_cls: 0.0700 loss: 0.0700 2022/08/07 14:44:13 - mmengine - INFO - Epoch(train) [3][820/1441] lr: 1.1000e-01 eta: 6:35:33 time: 0.9310 data_time: 0.0216 memory: 23477 grad_norm: 0.1034 recall@thr=0.5: 0.5704 prec@thr=0.5: 0.7185 recall@top3: 0.6741 prec@top3: 0.6148 recall@top5: 0.8889 prec@top5: 0.4800 loss_action_cls: 0.0673 loss: 0.0673 2022/08/07 14:44:31 - mmengine - INFO - Epoch(train) [3][840/1441] lr: 1.1000e-01 eta: 6:35:10 time: 0.9158 data_time: 0.0260 memory: 23477 grad_norm: 0.1059 recall@thr=0.5: 0.7523 prec@thr=0.5: 0.6419 recall@top3: 0.8333 prec@top3: 0.5676 recall@top5: 0.8874 prec@top5: 0.3730 loss_action_cls: 0.0703 loss: 0.0703 2022/08/07 14:44:50 - mmengine - INFO - Epoch(train) [3][860/1441] lr: 1.1000e-01 eta: 6:34:47 time: 0.9113 data_time: 0.0204 memory: 23477 grad_norm: 0.1012 recall@thr=0.5: 0.5790 prec@thr=0.5: 0.6783 recall@top3: 0.7023 prec@top3: 0.5867 recall@top5: 0.8353 prec@top5: 0.4240 loss_action_cls: 0.0620 loss: 0.0620 2022/08/07 14:45:08 - mmengine - INFO - Epoch(train) [3][880/1441] lr: 1.1000e-01 eta: 6:34:28 time: 0.9439 data_time: 0.0245 memory: 23477 grad_norm: 0.0994 recall@thr=0.5: 0.5310 prec@thr=0.5: 0.5902 recall@top3: 0.6356 prec@top3: 0.5098 recall@top5: 0.8088 prec@top5: 0.3843 loss_action_cls: 0.0659 loss: 0.0659 2022/08/07 14:45:27 - mmengine - INFO - Epoch(train) [3][900/1441] lr: 1.1000e-01 eta: 6:34:08 time: 0.9338 data_time: 0.0193 memory: 23477 grad_norm: 0.1025 recall@thr=0.5: 0.6925 prec@thr=0.5: 0.8155 recall@top3: 0.7579 prec@top3: 0.6111 recall@top5: 0.8869 prec@top5: 0.4381 loss_action_cls: 0.0692 loss: 0.0692 2022/08/07 14:45:45 - mmengine - INFO - Epoch(train) [3][920/1441] lr: 1.1000e-01 eta: 6:33:45 time: 0.9177 data_time: 0.0265 memory: 23477 grad_norm: 0.1033 recall@thr=0.5: 0.6093 prec@thr=0.5: 0.6852 recall@top3: 0.7019 prec@top3: 0.6000 recall@top5: 0.8537 prec@top5: 0.4356 loss_action_cls: 0.0657 loss: 0.0657 2022/08/07 14:46:04 - mmengine - INFO - Epoch(train) [3][940/1441] lr: 1.1000e-01 eta: 6:33:21 time: 0.9078 data_time: 0.0274 memory: 23477 grad_norm: 0.1087 recall@thr=0.5: 0.7014 prec@thr=0.5: 0.8125 recall@top3: 0.7963 prec@top3: 0.6019 recall@top5: 0.9167 prec@top5: 0.4111 loss_action_cls: 0.0609 loss: 0.0609 2022/08/07 14:46:22 - mmengine - INFO - Epoch(train) [3][960/1441] lr: 1.1000e-01 eta: 6:33:01 time: 0.9337 data_time: 0.0238 memory: 23477 grad_norm: 0.1007 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.7981 recall@top3: 0.7463 prec@top3: 0.6593 recall@top5: 0.9296 prec@top5: 0.5022 loss_action_cls: 0.0681 loss: 0.0681 2022/08/07 14:46:41 - mmengine - INFO - Epoch(train) [3][980/1441] lr: 1.1000e-01 eta: 6:32:40 time: 0.9225 data_time: 0.0211 memory: 23477 grad_norm: 0.1068 recall@thr=0.5: 0.7726 prec@thr=0.5: 0.8125 recall@top3: 0.8281 prec@top3: 0.7431 recall@top5: 0.9358 prec@top5: 0.5083 loss_action_cls: 0.0666 loss: 0.0666 2022/08/07 14:46:59 - mmengine - INFO - Epoch(train) [3][1000/1441] lr: 1.1000e-01 eta: 6:32:19 time: 0.9293 data_time: 0.0315 memory: 23477 grad_norm: 0.1183 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.6689 recall@top3: 0.7889 prec@top3: 0.6000 recall@top5: 0.9481 prec@top5: 0.4400 loss_action_cls: 0.0638 loss: 0.0638 2022/08/07 14:47:18 - mmengine - INFO - Epoch(train) [3][1020/1441] lr: 1.1000e-01 eta: 6:31:58 time: 0.9294 data_time: 0.0217 memory: 23477 grad_norm: 0.1101 recall@thr=0.5: 0.5922 prec@thr=0.5: 0.7465 recall@top3: 0.7518 prec@top3: 0.6241 recall@top5: 0.9929 prec@top5: 0.4936 loss_action_cls: 0.0678 loss: 0.0678 2022/08/07 14:47:36 - mmengine - INFO - Epoch(train) [3][1040/1441] lr: 1.1000e-01 eta: 6:31:36 time: 0.9199 data_time: 0.0260 memory: 23477 grad_norm: 0.1059 recall@thr=0.5: 0.6447 prec@thr=0.5: 0.7500 recall@top3: 0.8289 prec@top3: 0.6667 recall@top5: 0.9386 prec@top5: 0.4579 loss_action_cls: 0.0646 loss: 0.0646 2022/08/07 14:47:55 - mmengine - INFO - Epoch(train) [3][1060/1441] lr: 1.1000e-01 eta: 6:31:16 time: 0.9338 data_time: 0.0215 memory: 23477 grad_norm: 0.1163 recall@thr=0.5: 0.5278 prec@thr=0.5: 0.6944 recall@top3: 0.6111 prec@top3: 0.4815 recall@top5: 0.7477 prec@top5: 0.3667 loss_action_cls: 0.0618 loss: 0.0618 2022/08/07 14:48:13 - mmengine - INFO - Epoch(train) [3][1080/1441] lr: 1.1000e-01 eta: 6:30:51 time: 0.8912 data_time: 0.0296 memory: 23477 grad_norm: 0.0992 recall@thr=0.5: 0.5618 prec@thr=0.5: 0.8542 recall@top3: 0.7563 prec@top3: 0.7708 recall@top5: 0.9007 prec@top5: 0.5625 loss_action_cls: 0.0593 loss: 0.0593 2022/08/07 14:48:31 - mmengine - INFO - Epoch(train) [3][1100/1441] lr: 1.1000e-01 eta: 6:30:26 time: 0.9009 data_time: 0.0243 memory: 23477 grad_norm: 0.0983 recall@thr=0.5: 0.6197 prec@thr=0.5: 0.7288 recall@top3: 0.7394 prec@top3: 0.6545 recall@top5: 0.9212 prec@top5: 0.4982 loss_action_cls: 0.0593 loss: 0.0593 2022/08/07 14:48:47 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 14:48:49 - mmengine - INFO - Epoch(train) [3][1120/1441] lr: 1.1000e-01 eta: 6:30:06 time: 0.9305 data_time: 0.0279 memory: 23477 grad_norm: 0.1022 recall@thr=0.5: 0.6589 prec@thr=0.5: 0.7667 recall@top3: 0.8474 prec@top3: 0.6296 recall@top5: 0.9522 prec@top5: 0.4311 loss_action_cls: 0.0644 loss: 0.0644 2022/08/07 14:49:08 - mmengine - INFO - Epoch(train) [3][1140/1441] lr: 1.1000e-01 eta: 6:29:44 time: 0.9173 data_time: 0.0214 memory: 23477 grad_norm: 0.1023 recall@thr=0.5: 0.6550 prec@thr=0.5: 0.6617 recall@top3: 0.7417 prec@top3: 0.6133 recall@top5: 0.8717 prec@top5: 0.4400 loss_action_cls: 0.0616 loss: 0.0616 2022/08/07 14:49:26 - mmengine - INFO - Epoch(train) [3][1160/1441] lr: 1.1000e-01 eta: 6:29:21 time: 0.9141 data_time: 0.0231 memory: 23477 grad_norm: 0.0990 recall@thr=0.5: 0.6343 prec@thr=0.5: 0.7685 recall@top3: 0.7407 prec@top3: 0.6481 recall@top5: 0.8796 prec@top5: 0.4722 loss_action_cls: 0.0644 loss: 0.0644 2022/08/07 14:49:44 - mmengine - INFO - Epoch(train) [3][1180/1441] lr: 1.1000e-01 eta: 6:28:58 time: 0.9046 data_time: 0.0259 memory: 23477 grad_norm: 0.0985 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8375 recall@top3: 0.8083 prec@top3: 0.7167 recall@top5: 0.9167 prec@top5: 0.5100 loss_action_cls: 0.0722 loss: 0.0722 2022/08/07 14:50:02 - mmengine - INFO - Epoch(train) [3][1200/1441] lr: 1.1000e-01 eta: 6:28:34 time: 0.9014 data_time: 0.0223 memory: 23477 grad_norm: 0.1097 recall@thr=0.5: 0.6771 prec@thr=0.5: 0.7951 recall@top3: 0.7865 prec@top3: 0.6389 recall@top5: 0.9670 prec@top5: 0.4833 loss_action_cls: 0.0682 loss: 0.0682 2022/08/07 14:50:20 - mmengine - INFO - Epoch(train) [3][1220/1441] lr: 1.1000e-01 eta: 6:28:10 time: 0.9022 data_time: 0.0244 memory: 23477 grad_norm: 0.1016 recall@thr=0.5: 0.6606 prec@thr=0.5: 0.8369 recall@top3: 0.7578 prec@top3: 0.7092 recall@top5: 0.9184 prec@top5: 0.5404 loss_action_cls: 0.0639 loss: 0.0639 2022/08/07 14:50:39 - mmengine - INFO - Epoch(train) [3][1240/1441] lr: 1.1000e-01 eta: 6:27:50 time: 0.9267 data_time: 0.0242 memory: 23477 grad_norm: 0.1080 recall@thr=0.5: 0.7838 prec@thr=0.5: 0.8423 recall@top3: 0.8198 prec@top3: 0.6396 recall@top5: 0.9009 prec@top5: 0.4378 loss_action_cls: 0.0651 loss: 0.0651 2022/08/07 14:50:58 - mmengine - INFO - Epoch(train) [3][1260/1441] lr: 1.1000e-01 eta: 6:27:30 time: 0.9362 data_time: 0.0244 memory: 23477 grad_norm: 0.1073 recall@thr=0.5: 0.6321 prec@thr=0.5: 0.7520 recall@top3: 0.8374 prec@top3: 0.6748 recall@top5: 0.9451 prec@top5: 0.4634 loss_action_cls: 0.0620 loss: 0.0620 2022/08/07 14:51:16 - mmengine - INFO - Epoch(train) [3][1280/1441] lr: 1.1000e-01 eta: 6:27:06 time: 0.9010 data_time: 0.0222 memory: 23477 grad_norm: 0.1031 recall@thr=0.5: 0.6131 prec@thr=0.5: 0.6845 recall@top3: 0.7937 prec@top3: 0.5714 recall@top5: 0.9603 prec@top5: 0.4238 loss_action_cls: 0.0650 loss: 0.0650 2022/08/07 14:51:34 - mmengine - INFO - Epoch(train) [3][1300/1441] lr: 1.1000e-01 eta: 6:26:47 time: 0.9411 data_time: 0.0238 memory: 23477 grad_norm: 0.1073 recall@thr=0.5: 0.5567 prec@thr=0.5: 0.6316 recall@top3: 0.6241 prec@top3: 0.5532 recall@top5: 0.8766 prec@top5: 0.5021 loss_action_cls: 0.0641 loss: 0.0641 2022/08/07 14:51:52 - mmengine - INFO - Epoch(train) [3][1320/1441] lr: 1.1000e-01 eta: 6:26:24 time: 0.9060 data_time: 0.0226 memory: 23477 grad_norm: 0.1049 recall@thr=0.5: 0.5649 prec@thr=0.5: 0.8264 recall@top3: 0.7188 prec@top3: 0.7361 recall@top5: 0.9177 prec@top5: 0.5792 loss_action_cls: 0.0701 loss: 0.0701 2022/08/07 14:52:12 - mmengine - INFO - Epoch(train) [3][1340/1441] lr: 1.1000e-01 eta: 6:26:07 time: 0.9519 data_time: 0.0251 memory: 23477 grad_norm: 0.1088 recall@thr=0.5: 0.6173 prec@thr=0.5: 0.6633 recall@top3: 0.6905 prec@top3: 0.6667 recall@top5: 0.8571 prec@top5: 0.4980 loss_action_cls: 0.0637 loss: 0.0637 2022/08/07 14:52:30 - mmengine - INFO - Epoch(train) [3][1360/1441] lr: 1.1000e-01 eta: 6:25:44 time: 0.9039 data_time: 0.0321 memory: 23477 grad_norm: 0.0996 recall@thr=0.5: 0.7793 prec@thr=0.5: 0.8433 recall@top3: 0.8773 prec@top3: 0.6800 recall@top5: 0.9820 prec@top5: 0.4800 loss_action_cls: 0.0605 loss: 0.0605 2022/08/07 14:52:48 - mmengine - INFO - Epoch(train) [3][1380/1441] lr: 1.1000e-01 eta: 6:25:21 time: 0.9076 data_time: 0.0253 memory: 23477 grad_norm: 0.0956 recall@thr=0.5: 0.6277 prec@thr=0.5: 0.6915 recall@top3: 0.7943 prec@top3: 0.5106 recall@top5: 0.9433 prec@top5: 0.3617 loss_action_cls: 0.0579 loss: 0.0579 2022/08/07 14:53:06 - mmengine - INFO - Epoch(train) [3][1400/1441] lr: 1.1000e-01 eta: 6:25:00 time: 0.9250 data_time: 0.0272 memory: 23477 grad_norm: 0.1027 recall@thr=0.5: 0.7234 prec@thr=0.5: 0.7752 recall@top3: 0.8225 prec@top3: 0.7117 recall@top5: 0.9405 prec@top5: 0.5081 loss_action_cls: 0.0558 loss: 0.0558 2022/08/07 14:53:24 - mmengine - INFO - Epoch(train) [3][1420/1441] lr: 1.1000e-01 eta: 6:24:35 time: 0.8876 data_time: 0.0257 memory: 23477 grad_norm: 0.1017 recall@thr=0.5: 0.6798 prec@thr=0.5: 0.7807 recall@top3: 0.7873 prec@top3: 0.6140 recall@top5: 0.9583 prec@top5: 0.4684 loss_action_cls: 0.0685 loss: 0.0685 2022/08/07 14:53:42 - mmengine - INFO - Epoch(train) [3][1440/1441] lr: 1.1000e-01 eta: 6:24:10 time: 0.8890 data_time: 0.0215 memory: 23477 grad_norm: 0.1092 recall@thr=0.5: 0.5877 prec@thr=0.5: 0.7939 recall@top3: 0.7697 prec@top3: 0.6491 recall@top5: 0.9298 prec@top5: 0.4684 loss_action_cls: 0.0644 loss: 0.0644 2022/08/07 14:53:42 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 14:53:42 - mmengine - INFO - Epoch(train) [3][1441/1441] lr: 1.1000e-01 eta: 6:24:10 time: 0.8509 data_time: 0.0213 memory: 12197 grad_norm: 0.1120 recall@thr=0.5: 0.6078 prec@thr=0.5: 0.7500 recall@top3: 0.7451 prec@top3: 0.5098 recall@top5: 0.8627 prec@top5: 0.3882 loss_action_cls: 0.0646 loss: 0.0646 2022/08/07 14:53:42 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/08/07 14:53:48 - mmengine - INFO - Epoch(val) [3][20/6282] eta: 0:05:12 time: 0.0499 data_time: 0.0055 memory: 1084 2022/08/07 14:53:49 - mmengine - INFO - Epoch(val) [3][40/6282] eta: 0:04:53 time: 0.0470 data_time: 0.0019 memory: 1084 2022/08/07 14:53:51 - mmengine - INFO - Epoch(val) [3][60/6282] eta: 0:06:12 time: 0.0599 data_time: 0.0157 memory: 1084 2022/08/07 14:53:52 - mmengine - INFO - Epoch(val) [3][80/6282] eta: 0:04:49 time: 0.0466 data_time: 0.0022 memory: 1084 2022/08/07 14:53:53 - mmengine - INFO - Epoch(val) [3][100/6282] eta: 0:05:31 time: 0.0536 data_time: 0.0096 memory: 1084 2022/08/07 14:53:54 - mmengine - INFO - Epoch(val) [3][120/6282] eta: 0:05:36 time: 0.0545 data_time: 0.0022 memory: 1155 2022/08/07 14:53:55 - mmengine - INFO - Epoch(val) [3][140/6282] eta: 0:06:01 time: 0.0589 data_time: 0.0015 memory: 1155 2022/08/07 14:53:56 - mmengine - INFO - Epoch(val) [3][160/6282] eta: 0:07:26 time: 0.0729 data_time: 0.0024 memory: 1155 2022/08/07 14:53:57 - mmengine - INFO - Epoch(val) [3][180/6282] eta: 0:05:48 time: 0.0570 data_time: 0.0018 memory: 1155 2022/08/07 14:53:59 - mmengine - INFO - Epoch(val) [3][200/6282] eta: 0:05:53 time: 0.0582 data_time: 0.0023 memory: 1155 2022/08/07 14:54:00 - mmengine - INFO - Epoch(val) [3][220/6282] eta: 0:04:53 time: 0.0485 data_time: 0.0014 memory: 1097 2022/08/07 14:54:01 - mmengine - INFO - Epoch(val) [3][240/6282] eta: 0:04:55 time: 0.0489 data_time: 0.0017 memory: 1097 2022/08/07 14:54:02 - mmengine - INFO - Epoch(val) [3][260/6282] eta: 0:05:04 time: 0.0506 data_time: 0.0027 memory: 1097 2022/08/07 14:54:03 - mmengine - INFO - Epoch(val) [3][280/6282] eta: 0:05:02 time: 0.0504 data_time: 0.0020 memory: 1097 2022/08/07 14:54:04 - mmengine - INFO - Epoch(val) [3][300/6282] eta: 0:05:20 time: 0.0536 data_time: 0.0019 memory: 1155 2022/08/07 14:54:05 - mmengine - INFO - Epoch(val) [3][320/6282] eta: 0:05:43 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 14:54:06 - mmengine - INFO - Epoch(val) [3][340/6282] eta: 0:05:41 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 14:54:07 - mmengine - INFO - Epoch(val) [3][360/6282] eta: 0:05:57 time: 0.0604 data_time: 0.0047 memory: 1155 2022/08/07 14:54:10 - mmengine - INFO - Epoch(val) [3][380/6282] eta: 0:11:34 time: 0.1177 data_time: 0.0589 memory: 1155 2022/08/07 14:54:11 - mmengine - INFO - Epoch(val) [3][400/6282] eta: 0:05:10 time: 0.0528 data_time: 0.0016 memory: 1155 2022/08/07 14:54:12 - mmengine - INFO - Epoch(val) [3][420/6282] eta: 0:04:35 time: 0.0470 data_time: 0.0018 memory: 1101 2022/08/07 14:54:16 - mmengine - INFO - Epoch(val) [3][440/6282] eta: 0:20:36 time: 0.2117 data_time: 0.1648 memory: 1101 2022/08/07 14:54:18 - mmengine - INFO - Epoch(val) [3][460/6282] eta: 0:11:06 time: 0.1146 data_time: 0.0680 memory: 1101 2022/08/07 14:54:19 - mmengine - INFO - Epoch(val) [3][480/6282] eta: 0:04:41 time: 0.0485 data_time: 0.0020 memory: 1101 2022/08/07 14:54:20 - mmengine - INFO - Epoch(val) [3][500/6282] eta: 0:04:48 time: 0.0499 data_time: 0.0017 memory: 1101 2022/08/07 14:54:21 - mmengine - INFO - Epoch(val) [3][520/6282] eta: 0:04:56 time: 0.0515 data_time: 0.0023 memory: 1097 2022/08/07 14:54:23 - mmengine - INFO - Epoch(val) [3][540/6282] eta: 0:06:49 time: 0.0713 data_time: 0.0220 memory: 1097 2022/08/07 14:54:24 - mmengine - INFO - Epoch(val) [3][560/6282] eta: 0:07:13 time: 0.0757 data_time: 0.0014 memory: 1097 2022/08/07 14:54:25 - mmengine - INFO - Epoch(val) [3][580/6282] eta: 0:05:35 time: 0.0589 data_time: 0.0082 memory: 1097 2022/08/07 14:54:26 - mmengine - INFO - Epoch(val) [3][600/6282] eta: 0:04:59 time: 0.0527 data_time: 0.0018 memory: 1097 2022/08/07 14:54:27 - mmengine - INFO - Epoch(val) [3][620/6282] eta: 0:05:26 time: 0.0577 data_time: 0.0093 memory: 1097 2022/08/07 14:54:29 - mmengine - INFO - Epoch(val) [3][640/6282] eta: 0:05:00 time: 0.0532 data_time: 0.0057 memory: 1094 2022/08/07 14:54:31 - mmengine - INFO - Epoch(val) [3][660/6282] eta: 0:12:27 time: 0.1330 data_time: 0.0878 memory: 1094 2022/08/07 14:54:32 - mmengine - INFO - Epoch(val) [3][680/6282] eta: 0:04:19 time: 0.0464 data_time: 0.0012 memory: 1094 2022/08/07 14:54:33 - mmengine - INFO - Epoch(val) [3][700/6282] eta: 0:05:40 time: 0.0610 data_time: 0.0159 memory: 1094 2022/08/07 14:54:35 - mmengine - INFO - Epoch(val) [3][720/6282] eta: 0:05:28 time: 0.0590 data_time: 0.0015 memory: 1155 2022/08/07 14:54:36 - mmengine - INFO - Epoch(val) [3][740/6282] eta: 0:05:26 time: 0.0589 data_time: 0.0025 memory: 1155 2022/08/07 14:54:37 - mmengine - INFO - Epoch(val) [3][760/6282] eta: 0:05:30 time: 0.0599 data_time: 0.0018 memory: 1155 2022/08/07 14:54:38 - mmengine - INFO - Epoch(val) [3][780/6282] eta: 0:05:35 time: 0.0609 data_time: 0.0023 memory: 1155 2022/08/07 14:54:39 - mmengine - INFO - Epoch(val) [3][800/6282] eta: 0:05:19 time: 0.0583 data_time: 0.0014 memory: 1155 2022/08/07 14:54:40 - mmengine - INFO - Epoch(val) [3][820/6282] eta: 0:04:42 time: 0.0518 data_time: 0.0017 memory: 1155 2022/08/07 14:54:41 - mmengine - INFO - Epoch(val) [3][840/6282] eta: 0:04:16 time: 0.0471 data_time: 0.0017 memory: 1097 2022/08/07 14:54:42 - mmengine - INFO - Epoch(val) [3][860/6282] eta: 0:04:15 time: 0.0470 data_time: 0.0017 memory: 1097 2022/08/07 14:54:43 - mmengine - INFO - Epoch(val) [3][880/6282] eta: 0:04:19 time: 0.0481 data_time: 0.0019 memory: 1097 2022/08/07 14:54:44 - mmengine - INFO - Epoch(val) [3][900/6282] eta: 0:05:25 time: 0.0605 data_time: 0.0021 memory: 1097 2022/08/07 14:54:45 - mmengine - INFO - Epoch(val) [3][920/6282] eta: 0:04:12 time: 0.0470 data_time: 0.0016 memory: 1097 2022/08/07 14:54:46 - mmengine - INFO - Epoch(val) [3][940/6282] eta: 0:04:04 time: 0.0458 data_time: 0.0018 memory: 1084 2022/08/07 14:54:47 - mmengine - INFO - Epoch(val) [3][960/6282] eta: 0:04:23 time: 0.0495 data_time: 0.0025 memory: 1084 2022/08/07 14:54:48 - mmengine - INFO - Epoch(val) [3][980/6282] eta: 0:04:18 time: 0.0488 data_time: 0.0024 memory: 1084 2022/08/07 14:54:49 - mmengine - INFO - Epoch(val) [3][1000/6282] eta: 0:04:21 time: 0.0495 data_time: 0.0036 memory: 1084 2022/08/07 14:54:50 - mmengine - INFO - Epoch(val) [3][1020/6282] eta: 0:04:44 time: 0.0540 data_time: 0.0059 memory: 1097 2022/08/07 14:54:51 - mmengine - INFO - Epoch(val) [3][1040/6282] eta: 0:04:26 time: 0.0509 data_time: 0.0016 memory: 1097 2022/08/07 14:54:52 - mmengine - INFO - Epoch(val) [3][1060/6282] eta: 0:04:37 time: 0.0531 data_time: 0.0031 memory: 1097 2022/08/07 14:54:53 - mmengine - INFO - Epoch(val) [3][1080/6282] eta: 0:04:53 time: 0.0564 data_time: 0.0025 memory: 1097 2022/08/07 14:54:55 - mmengine - INFO - Epoch(val) [3][1100/6282] eta: 0:04:38 time: 0.0538 data_time: 0.0024 memory: 1097 2022/08/07 14:54:56 - mmengine - INFO - Epoch(val) [3][1120/6282] eta: 0:04:37 time: 0.0538 data_time: 0.0026 memory: 1097 2022/08/07 14:54:57 - mmengine - INFO - Epoch(val) [3][1140/6282] eta: 0:04:32 time: 0.0529 data_time: 0.0022 memory: 1097 2022/08/07 14:54:58 - mmengine - INFO - Epoch(val) [3][1160/6282] eta: 0:04:35 time: 0.0538 data_time: 0.0034 memory: 1097 2022/08/07 14:54:59 - mmengine - INFO - Epoch(val) [3][1180/6282] eta: 0:04:37 time: 0.0544 data_time: 0.0026 memory: 1097 2022/08/07 14:55:00 - mmengine - INFO - Epoch(val) [3][1200/6282] eta: 0:04:18 time: 0.0508 data_time: 0.0030 memory: 1097 2022/08/07 14:55:01 - mmengine - INFO - Epoch(val) [3][1220/6282] eta: 0:04:13 time: 0.0501 data_time: 0.0019 memory: 1097 2022/08/07 14:55:02 - mmengine - INFO - Epoch(val) [3][1240/6282] eta: 0:04:53 time: 0.0583 data_time: 0.0021 memory: 1155 2022/08/07 14:55:03 - mmengine - INFO - Epoch(val) [3][1260/6282] eta: 0:04:48 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 14:55:04 - mmengine - INFO - Epoch(val) [3][1280/6282] eta: 0:05:17 time: 0.0634 data_time: 0.0087 memory: 1155 2022/08/07 14:55:06 - mmengine - INFO - Epoch(val) [3][1300/6282] eta: 0:04:43 time: 0.0568 data_time: 0.0016 memory: 1155 2022/08/07 14:55:07 - mmengine - INFO - Epoch(val) [3][1320/6282] eta: 0:04:46 time: 0.0577 data_time: 0.0021 memory: 1155 2022/08/07 14:55:08 - mmengine - INFO - Epoch(val) [3][1340/6282] eta: 0:04:37 time: 0.0561 data_time: 0.0019 memory: 1155 2022/08/07 14:55:09 - mmengine - INFO - Epoch(val) [3][1360/6282] eta: 0:04:37 time: 0.0564 data_time: 0.0018 memory: 1155 2022/08/07 14:55:10 - mmengine - INFO - Epoch(val) [3][1380/6282] eta: 0:04:40 time: 0.0573 data_time: 0.0021 memory: 1155 2022/08/07 14:55:11 - mmengine - INFO - Epoch(val) [3][1400/6282] eta: 0:04:45 time: 0.0585 data_time: 0.0018 memory: 1155 2022/08/07 14:55:13 - mmengine - INFO - Epoch(val) [3][1420/6282] eta: 0:04:38 time: 0.0572 data_time: 0.0019 memory: 1155 2022/08/07 14:55:14 - mmengine - INFO - Epoch(val) [3][1440/6282] eta: 0:06:10 time: 0.0764 data_time: 0.0021 memory: 1155 2022/08/07 14:55:15 - mmengine - INFO - Epoch(val) [3][1460/6282] eta: 0:04:27 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 14:55:16 - mmengine - INFO - Epoch(val) [3][1480/6282] eta: 0:04:34 time: 0.0572 data_time: 0.0018 memory: 1155 2022/08/07 14:55:17 - mmengine - INFO - Epoch(val) [3][1500/6282] eta: 0:04:43 time: 0.0593 data_time: 0.0022 memory: 1155 2022/08/07 14:55:19 - mmengine - INFO - Epoch(val) [3][1520/6282] eta: 0:04:23 time: 0.0554 data_time: 0.0017 memory: 1242 2022/08/07 14:55:20 - mmengine - INFO - Epoch(val) [3][1540/6282] eta: 0:05:35 time: 0.0708 data_time: 0.0023 memory: 1242 2022/08/07 14:55:21 - mmengine - INFO - Epoch(val) [3][1560/6282] eta: 0:05:34 time: 0.0709 data_time: 0.0021 memory: 1242 2022/08/07 14:55:23 - mmengine - INFO - Epoch(val) [3][1580/6282] eta: 0:05:24 time: 0.0690 data_time: 0.0020 memory: 1242 2022/08/07 14:55:24 - mmengine - INFO - Epoch(val) [3][1600/6282] eta: 0:05:38 time: 0.0724 data_time: 0.0038 memory: 1242 2022/08/07 14:55:26 - mmengine - INFO - Epoch(val) [3][1620/6282] eta: 0:05:31 time: 0.0711 data_time: 0.0021 memory: 1242 2022/08/07 14:55:27 - mmengine - INFO - Epoch(val) [3][1640/6282] eta: 0:04:33 time: 0.0590 data_time: 0.0019 memory: 1155 2022/08/07 14:55:29 - mmengine - INFO - Epoch(val) [3][1660/6282] eta: 0:08:44 time: 0.1134 data_time: 0.0573 memory: 1155 2022/08/07 14:55:30 - mmengine - INFO - Epoch(val) [3][1680/6282] eta: 0:04:31 time: 0.0591 data_time: 0.0016 memory: 1155 2022/08/07 14:55:31 - mmengine - INFO - Epoch(val) [3][1700/6282] eta: 0:04:29 time: 0.0589 data_time: 0.0019 memory: 1155 2022/08/07 14:55:33 - mmengine - INFO - Epoch(val) [3][1720/6282] eta: 0:04:23 time: 0.0578 data_time: 0.0021 memory: 1155 2022/08/07 14:55:34 - mmengine - INFO - Epoch(val) [3][1740/6282] eta: 0:05:12 time: 0.0689 data_time: 0.0029 memory: 1155 2022/08/07 14:55:35 - mmengine - INFO - Epoch(val) [3][1760/6282] eta: 0:04:22 time: 0.0580 data_time: 0.0017 memory: 1155 2022/08/07 14:55:36 - mmengine - INFO - Epoch(val) [3][1780/6282] eta: 0:04:24 time: 0.0587 data_time: 0.0024 memory: 1155 2022/08/07 14:55:38 - mmengine - INFO - Epoch(val) [3][1800/6282] eta: 0:04:30 time: 0.0604 data_time: 0.0020 memory: 1155 2022/08/07 14:55:39 - mmengine - INFO - Epoch(val) [3][1820/6282] eta: 0:04:10 time: 0.0562 data_time: 0.0016 memory: 1155 2022/08/07 14:55:40 - mmengine - INFO - Epoch(val) [3][1840/6282] eta: 0:04:35 time: 0.0621 data_time: 0.0023 memory: 1155 2022/08/07 14:55:41 - mmengine - INFO - Epoch(val) [3][1860/6282] eta: 0:04:39 time: 0.0633 data_time: 0.0022 memory: 1155 2022/08/07 14:55:42 - mmengine - INFO - Epoch(val) [3][1880/6282] eta: 0:04:29 time: 0.0612 data_time: 0.0020 memory: 1155 2022/08/07 14:55:44 - mmengine - INFO - Epoch(val) [3][1900/6282] eta: 0:05:59 time: 0.0822 data_time: 0.0025 memory: 1155 2022/08/07 14:55:45 - mmengine - INFO - Epoch(val) [3][1920/6282] eta: 0:04:18 time: 0.0592 data_time: 0.0021 memory: 1155 2022/08/07 14:55:46 - mmengine - INFO - Epoch(val) [3][1940/6282] eta: 0:04:15 time: 0.0588 data_time: 0.0024 memory: 1155 2022/08/07 14:55:47 - mmengine - INFO - Epoch(val) [3][1960/6282] eta: 0:03:33 time: 0.0494 data_time: 0.0021 memory: 1101 2022/08/07 14:55:48 - mmengine - INFO - Epoch(val) [3][1980/6282] eta: 0:03:30 time: 0.0488 data_time: 0.0023 memory: 1101 2022/08/07 14:55:50 - mmengine - INFO - Epoch(val) [3][2000/6282] eta: 0:04:04 time: 0.0570 data_time: 0.0088 memory: 1101 2022/08/07 14:55:51 - mmengine - INFO - Epoch(val) [3][2020/6282] eta: 0:03:24 time: 0.0480 data_time: 0.0011 memory: 1101 2022/08/07 14:55:51 - mmengine - INFO - Epoch(val) [3][2040/6282] eta: 0:03:15 time: 0.0461 data_time: 0.0015 memory: 1101 2022/08/07 14:55:52 - mmengine - INFO - Epoch(val) [3][2060/6282] eta: 0:03:23 time: 0.0483 data_time: 0.0016 memory: 1101 2022/08/07 14:55:53 - mmengine - INFO - Epoch(val) [3][2080/6282] eta: 0:03:19 time: 0.0476 data_time: 0.0016 memory: 1101 2022/08/07 14:55:54 - mmengine - INFO - Epoch(val) [3][2100/6282] eta: 0:03:32 time: 0.0509 data_time: 0.0021 memory: 1101 2022/08/07 14:55:55 - mmengine - INFO - Epoch(val) [3][2120/6282] eta: 0:03:17 time: 0.0474 data_time: 0.0017 memory: 1101 2022/08/07 14:55:56 - mmengine - INFO - Epoch(val) [3][2140/6282] eta: 0:03:22 time: 0.0490 data_time: 0.0015 memory: 1101 2022/08/07 14:55:57 - mmengine - INFO - Epoch(val) [3][2160/6282] eta: 0:03:19 time: 0.0483 data_time: 0.0019 memory: 1097 2022/08/07 14:55:58 - mmengine - INFO - Epoch(val) [3][2180/6282] eta: 0:03:17 time: 0.0482 data_time: 0.0016 memory: 1097 2022/08/07 14:55:59 - mmengine - INFO - Epoch(val) [3][2200/6282] eta: 0:03:18 time: 0.0487 data_time: 0.0023 memory: 1097 2022/08/07 14:56:00 - mmengine - INFO - Epoch(val) [3][2220/6282] eta: 0:03:16 time: 0.0484 data_time: 0.0027 memory: 1097 2022/08/07 14:56:01 - mmengine - INFO - Epoch(val) [3][2240/6282] eta: 0:03:23 time: 0.0504 data_time: 0.0020 memory: 1097 2022/08/07 14:56:02 - mmengine - INFO - Epoch(val) [3][2260/6282] eta: 0:03:17 time: 0.0491 data_time: 0.0020 memory: 1101 2022/08/07 14:56:03 - mmengine - INFO - Epoch(val) [3][2280/6282] eta: 0:03:18 time: 0.0497 data_time: 0.0018 memory: 1101 2022/08/07 14:56:05 - mmengine - INFO - Epoch(val) [3][2300/6282] eta: 0:05:04 time: 0.0764 data_time: 0.0029 memory: 1101 2022/08/07 14:56:06 - mmengine - INFO - Epoch(val) [3][2320/6282] eta: 0:03:23 time: 0.0514 data_time: 0.0022 memory: 1101 2022/08/07 14:56:07 - mmengine - INFO - Epoch(val) [3][2340/6282] eta: 0:03:27 time: 0.0526 data_time: 0.0023 memory: 1101 2022/08/07 14:56:08 - mmengine - INFO - Epoch(val) [3][2360/6282] eta: 0:03:28 time: 0.0530 data_time: 0.0030 memory: 1097 2022/08/07 14:56:09 - mmengine - INFO - Epoch(val) [3][2380/6282] eta: 0:03:21 time: 0.0517 data_time: 0.0023 memory: 1097 2022/08/07 14:56:10 - mmengine - INFO - Epoch(val) [3][2400/6282] eta: 0:03:28 time: 0.0536 data_time: 0.0035 memory: 1097 2022/08/07 14:56:11 - mmengine - INFO - Epoch(val) [3][2420/6282] eta: 0:03:08 time: 0.0489 data_time: 0.0014 memory: 1097 2022/08/07 14:56:12 - mmengine - INFO - Epoch(val) [3][2440/6282] eta: 0:03:17 time: 0.0514 data_time: 0.0019 memory: 1097 2022/08/07 14:56:13 - mmengine - INFO - Epoch(val) [3][2460/6282] eta: 0:03:36 time: 0.0567 data_time: 0.0019 memory: 1155 2022/08/07 14:56:14 - mmengine - INFO - Epoch(val) [3][2480/6282] eta: 0:04:01 time: 0.0636 data_time: 0.0026 memory: 1155 2022/08/07 14:56:16 - mmengine - INFO - Epoch(val) [3][2500/6282] eta: 0:03:41 time: 0.0586 data_time: 0.0020 memory: 1155 2022/08/07 14:56:17 - mmengine - INFO - Epoch(val) [3][2520/6282] eta: 0:03:37 time: 0.0577 data_time: 0.0023 memory: 1155 2022/08/07 14:56:18 - mmengine - INFO - Epoch(val) [3][2540/6282] eta: 0:03:42 time: 0.0596 data_time: 0.0019 memory: 1155 2022/08/07 14:56:19 - mmengine - INFO - Epoch(val) [3][2560/6282] eta: 0:03:44 time: 0.0604 data_time: 0.0023 memory: 1155 2022/08/07 14:56:20 - mmengine - INFO - Epoch(val) [3][2580/6282] eta: 0:03:37 time: 0.0587 data_time: 0.0023 memory: 1155 2022/08/07 14:56:22 - mmengine - INFO - Epoch(val) [3][2600/6282] eta: 0:03:44 time: 0.0611 data_time: 0.0021 memory: 1155 2022/08/07 14:56:23 - mmengine - INFO - Epoch(val) [3][2620/6282] eta: 0:03:45 time: 0.0616 data_time: 0.0022 memory: 1155 2022/08/07 14:56:24 - mmengine - INFO - Epoch(val) [3][2640/6282] eta: 0:04:53 time: 0.0805 data_time: 0.0024 memory: 1155 2022/08/07 14:56:26 - mmengine - INFO - Epoch(val) [3][2660/6282] eta: 0:04:10 time: 0.0691 data_time: 0.0020 memory: 1234 2022/08/07 14:56:27 - mmengine - INFO - Epoch(val) [3][2680/6282] eta: 0:04:15 time: 0.0710 data_time: 0.0024 memory: 1234 2022/08/07 14:56:29 - mmengine - INFO - Epoch(val) [3][2700/6282] eta: 0:04:13 time: 0.0708 data_time: 0.0020 memory: 1234 2022/08/07 14:56:30 - mmengine - INFO - Epoch(val) [3][2720/6282] eta: 0:04:10 time: 0.0704 data_time: 0.0024 memory: 1234 2022/08/07 14:56:31 - mmengine - INFO - Epoch(val) [3][2740/6282] eta: 0:03:55 time: 0.0665 data_time: 0.0019 memory: 1234 2022/08/07 14:56:32 - mmengine - INFO - Epoch(val) [3][2760/6282] eta: 0:02:50 time: 0.0485 data_time: 0.0021 memory: 1101 2022/08/07 14:56:33 - mmengine - INFO - Epoch(val) [3][2780/6282] eta: 0:02:46 time: 0.0475 data_time: 0.0015 memory: 1101 2022/08/07 14:56:34 - mmengine - INFO - Epoch(val) [3][2800/6282] eta: 0:02:55 time: 0.0505 data_time: 0.0027 memory: 1101 2022/08/07 14:56:35 - mmengine - INFO - Epoch(val) [3][2820/6282] eta: 0:02:49 time: 0.0490 data_time: 0.0022 memory: 1101 2022/08/07 14:56:36 - mmengine - INFO - Epoch(val) [3][2840/6282] eta: 0:02:45 time: 0.0481 data_time: 0.0017 memory: 1101 2022/08/07 14:56:37 - mmengine - INFO - Epoch(val) [3][2860/6282] eta: 0:03:05 time: 0.0543 data_time: 0.0016 memory: 1155 2022/08/07 14:56:38 - mmengine - INFO - Epoch(val) [3][2880/6282] eta: 0:03:15 time: 0.0574 data_time: 0.0018 memory: 1155 2022/08/07 14:56:40 - mmengine - INFO - Epoch(val) [3][2900/6282] eta: 0:03:18 time: 0.0588 data_time: 0.0018 memory: 1155 2022/08/07 14:56:41 - mmengine - INFO - Epoch(val) [3][2920/6282] eta: 0:02:56 time: 0.0524 data_time: 0.0018 memory: 1155 2022/08/07 14:56:42 - mmengine - INFO - Epoch(val) [3][2940/6282] eta: 0:02:50 time: 0.0511 data_time: 0.0021 memory: 1125 2022/08/07 14:56:43 - mmengine - INFO - Epoch(val) [3][2960/6282] eta: 0:02:52 time: 0.0519 data_time: 0.0018 memory: 1125 2022/08/07 14:56:44 - mmengine - INFO - Epoch(val) [3][2980/6282] eta: 0:03:51 time: 0.0702 data_time: 0.0022 memory: 1125 2022/08/07 14:56:45 - mmengine - INFO - Epoch(val) [3][3000/6282] eta: 0:02:48 time: 0.0515 data_time: 0.0020 memory: 1125 2022/08/07 14:56:46 - mmengine - INFO - Epoch(val) [3][3020/6282] eta: 0:03:04 time: 0.0566 data_time: 0.0019 memory: 1155 2022/08/07 14:56:47 - mmengine - INFO - Epoch(val) [3][3040/6282] eta: 0:03:03 time: 0.0567 data_time: 0.0017 memory: 1155 2022/08/07 14:56:49 - mmengine - INFO - Epoch(val) [3][3060/6282] eta: 0:02:59 time: 0.0556 data_time: 0.0016 memory: 1155 2022/08/07 14:56:50 - mmengine - INFO - Epoch(val) [3][3080/6282] eta: 0:02:58 time: 0.0557 data_time: 0.0019 memory: 1155 2022/08/07 14:56:51 - mmengine - INFO - Epoch(val) [3][3100/6282] eta: 0:02:48 time: 0.0528 data_time: 0.0015 memory: 1155 2022/08/07 14:56:52 - mmengine - INFO - Epoch(val) [3][3120/6282] eta: 0:02:49 time: 0.0537 data_time: 0.0073 memory: 1101 2022/08/07 14:56:53 - mmengine - INFO - Epoch(val) [3][3140/6282] eta: 0:02:32 time: 0.0484 data_time: 0.0016 memory: 1101 2022/08/07 14:56:54 - mmengine - INFO - Epoch(val) [3][3160/6282] eta: 0:02:28 time: 0.0476 data_time: 0.0017 memory: 1101 2022/08/07 14:56:55 - mmengine - INFO - Epoch(val) [3][3180/6282] eta: 0:02:32 time: 0.0490 data_time: 0.0024 memory: 1101 2022/08/07 14:56:56 - mmengine - INFO - Epoch(val) [3][3200/6282] eta: 0:02:45 time: 0.0537 data_time: 0.0019 memory: 1155 2022/08/07 14:56:57 - mmengine - INFO - Epoch(val) [3][3220/6282] eta: 0:02:59 time: 0.0585 data_time: 0.0019 memory: 1155 2022/08/07 14:56:58 - mmengine - INFO - Epoch(val) [3][3240/6282] eta: 0:02:58 time: 0.0587 data_time: 0.0021 memory: 1155 2022/08/07 14:56:59 - mmengine - INFO - Epoch(val) [3][3260/6282] eta: 0:02:51 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 14:57:00 - mmengine - INFO - Epoch(val) [3][3280/6282] eta: 0:02:58 time: 0.0593 data_time: 0.0020 memory: 1155 2022/08/07 14:57:02 - mmengine - INFO - Epoch(val) [3][3300/6282] eta: 0:03:01 time: 0.0610 data_time: 0.0022 memory: 1155 2022/08/07 14:57:03 - mmengine - INFO - Epoch(val) [3][3320/6282] eta: 0:02:55 time: 0.0592 data_time: 0.0016 memory: 1155 2022/08/07 14:57:05 - mmengine - INFO - Epoch(val) [3][3340/6282] eta: 0:04:06 time: 0.0836 data_time: 0.0020 memory: 1155 2022/08/07 14:57:06 - mmengine - INFO - Epoch(val) [3][3360/6282] eta: 0:02:47 time: 0.0574 data_time: 0.0020 memory: 1155 2022/08/07 14:57:07 - mmengine - INFO - Epoch(val) [3][3380/6282] eta: 0:02:40 time: 0.0552 data_time: 0.0017 memory: 1155 2022/08/07 14:57:08 - mmengine - INFO - Epoch(val) [3][3400/6282] eta: 0:02:21 time: 0.0490 data_time: 0.0022 memory: 1097 2022/08/07 14:57:09 - mmengine - INFO - Epoch(val) [3][3420/6282] eta: 0:02:19 time: 0.0488 data_time: 0.0021 memory: 1097 2022/08/07 14:57:10 - mmengine - INFO - Epoch(val) [3][3440/6282] eta: 0:02:18 time: 0.0486 data_time: 0.0018 memory: 1097 2022/08/07 14:57:11 - mmengine - INFO - Epoch(val) [3][3460/6282] eta: 0:02:23 time: 0.0507 data_time: 0.0021 memory: 1097 2022/08/07 14:57:12 - mmengine - INFO - Epoch(val) [3][3480/6282] eta: 0:02:19 time: 0.0498 data_time: 0.0019 memory: 1097 2022/08/07 14:57:13 - mmengine - INFO - Epoch(val) [3][3500/6282] eta: 0:02:19 time: 0.0501 data_time: 0.0025 memory: 1097 2022/08/07 14:57:14 - mmengine - INFO - Epoch(val) [3][3520/6282] eta: 0:02:25 time: 0.0527 data_time: 0.0027 memory: 1097 2022/08/07 14:57:15 - mmengine - INFO - Epoch(val) [3][3540/6282] eta: 0:02:20 time: 0.0514 data_time: 0.0021 memory: 1097 2022/08/07 14:57:16 - mmengine - INFO - Epoch(val) [3][3560/6282] eta: 0:02:18 time: 0.0510 data_time: 0.0018 memory: 1097 2022/08/07 14:57:17 - mmengine - INFO - Epoch(val) [3][3580/6282] eta: 0:02:18 time: 0.0514 data_time: 0.0024 memory: 1139 2022/08/07 14:57:18 - mmengine - INFO - Epoch(val) [3][3600/6282] eta: 0:02:20 time: 0.0526 data_time: 0.0021 memory: 1139 2022/08/07 14:57:19 - mmengine - INFO - Epoch(val) [3][3620/6282] eta: 0:02:23 time: 0.0539 data_time: 0.0022 memory: 1139 2022/08/07 14:57:20 - mmengine - INFO - Epoch(val) [3][3640/6282] eta: 0:03:08 time: 0.0714 data_time: 0.0019 memory: 1139 2022/08/07 14:57:22 - mmengine - INFO - Epoch(val) [3][3660/6282] eta: 0:02:33 time: 0.0586 data_time: 0.0078 memory: 1139 2022/08/07 14:57:23 - mmengine - INFO - Epoch(val) [3][3680/6282] eta: 0:02:24 time: 0.0554 data_time: 0.0014 memory: 1155 2022/08/07 14:57:24 - mmengine - INFO - Epoch(val) [3][3700/6282] eta: 0:02:27 time: 0.0570 data_time: 0.0021 memory: 1155 2022/08/07 14:57:25 - mmengine - INFO - Epoch(val) [3][3720/6282] eta: 0:02:25 time: 0.0568 data_time: 0.0020 memory: 1155 2022/08/07 14:57:26 - mmengine - INFO - Epoch(val) [3][3740/6282] eta: 0:02:26 time: 0.0578 data_time: 0.0024 memory: 1155 2022/08/07 14:57:27 - mmengine - INFO - Epoch(val) [3][3760/6282] eta: 0:02:19 time: 0.0555 data_time: 0.0012 memory: 1155 2022/08/07 14:57:28 - mmengine - INFO - Epoch(val) [3][3780/6282] eta: 0:02:17 time: 0.0549 data_time: 0.0017 memory: 1155 2022/08/07 14:57:30 - mmengine - INFO - Epoch(val) [3][3800/6282] eta: 0:02:20 time: 0.0567 data_time: 0.0018 memory: 1155 2022/08/07 14:57:31 - mmengine - INFO - Epoch(val) [3][3820/6282] eta: 0:02:22 time: 0.0577 data_time: 0.0035 memory: 1155 2022/08/07 14:57:32 - mmengine - INFO - Epoch(val) [3][3840/6282] eta: 0:02:15 time: 0.0554 data_time: 0.0019 memory: 1155 2022/08/07 14:57:33 - mmengine - INFO - Epoch(val) [3][3860/6282] eta: 0:02:17 time: 0.0569 data_time: 0.0021 memory: 1155 2022/08/07 14:57:35 - mmengine - INFO - Epoch(val) [3][3880/6282] eta: 0:03:11 time: 0.0799 data_time: 0.0034 memory: 1155 2022/08/07 14:57:36 - mmengine - INFO - Epoch(val) [3][3900/6282] eta: 0:02:12 time: 0.0558 data_time: 0.0017 memory: 1155 2022/08/07 14:57:37 - mmengine - INFO - Epoch(val) [3][3920/6282] eta: 0:02:13 time: 0.0564 data_time: 0.0018 memory: 1155 2022/08/07 14:57:38 - mmengine - INFO - Epoch(val) [3][3940/6282] eta: 0:02:39 time: 0.0681 data_time: 0.0117 memory: 1155 2022/08/07 14:57:39 - mmengine - INFO - Epoch(val) [3][3960/6282] eta: 0:02:25 time: 0.0626 data_time: 0.0019 memory: 1155 2022/08/07 14:57:41 - mmengine - INFO - Epoch(val) [3][3980/6282] eta: 0:02:15 time: 0.0588 data_time: 0.0029 memory: 1155 2022/08/07 14:57:42 - mmengine - INFO - Epoch(val) [3][4000/6282] eta: 0:02:30 time: 0.0658 data_time: 0.0065 memory: 1155 2022/08/07 14:57:43 - mmengine - INFO - Epoch(val) [3][4020/6282] eta: 0:02:11 time: 0.0581 data_time: 0.0018 memory: 1155 2022/08/07 14:57:44 - mmengine - INFO - Epoch(val) [3][4040/6282] eta: 0:02:27 time: 0.0657 data_time: 0.0033 memory: 1234 2022/08/07 14:57:46 - mmengine - INFO - Epoch(val) [3][4060/6282] eta: 0:02:40 time: 0.0722 data_time: 0.0022 memory: 1234 2022/08/07 14:57:47 - mmengine - INFO - Epoch(val) [3][4080/6282] eta: 0:02:36 time: 0.0713 data_time: 0.0028 memory: 1234 2022/08/07 14:57:49 - mmengine - INFO - Epoch(val) [3][4100/6282] eta: 0:02:38 time: 0.0727 data_time: 0.0025 memory: 1234 2022/08/07 14:57:50 - mmengine - INFO - Epoch(val) [3][4120/6282] eta: 0:02:33 time: 0.0708 data_time: 0.0020 memory: 1234 2022/08/07 14:57:51 - mmengine - INFO - Epoch(val) [3][4140/6282] eta: 0:02:08 time: 0.0599 data_time: 0.0024 memory: 1234 2022/08/07 14:57:52 - mmengine - INFO - Epoch(val) [3][4160/6282] eta: 0:01:40 time: 0.0474 data_time: 0.0018 memory: 1097 2022/08/07 14:57:54 - mmengine - INFO - Epoch(val) [3][4180/6282] eta: 0:02:14 time: 0.0638 data_time: 0.0180 memory: 1097 2022/08/07 14:57:55 - mmengine - INFO - Epoch(val) [3][4200/6282] eta: 0:02:34 time: 0.0740 data_time: 0.0016 memory: 1097 2022/08/07 14:57:56 - mmengine - INFO - Epoch(val) [3][4220/6282] eta: 0:01:39 time: 0.0483 data_time: 0.0014 memory: 1097 2022/08/07 14:57:57 - mmengine - INFO - Epoch(val) [3][4240/6282] eta: 0:01:38 time: 0.0481 data_time: 0.0018 memory: 1097 2022/08/07 14:57:58 - mmengine - INFO - Epoch(val) [3][4260/6282] eta: 0:01:36 time: 0.0476 data_time: 0.0017 memory: 1096 2022/08/07 14:57:59 - mmengine - INFO - Epoch(val) [3][4280/6282] eta: 0:01:38 time: 0.0490 data_time: 0.0015 memory: 1096 2022/08/07 14:58:00 - mmengine - INFO - Epoch(val) [3][4300/6282] eta: 0:01:31 time: 0.0459 data_time: 0.0017 memory: 1096 2022/08/07 14:58:01 - mmengine - INFO - Epoch(val) [3][4320/6282] eta: 0:01:31 time: 0.0464 data_time: 0.0018 memory: 1096 2022/08/07 14:58:02 - mmengine - INFO - Epoch(val) [3][4340/6282] eta: 0:02:32 time: 0.0787 data_time: 0.0308 memory: 1096 2022/08/07 14:58:05 - mmengine - INFO - Epoch(val) [3][4360/6282] eta: 0:03:39 time: 0.1140 data_time: 0.0594 memory: 1155 2022/08/07 14:58:06 - mmengine - INFO - Epoch(val) [3][4380/6282] eta: 0:02:30 time: 0.0791 data_time: 0.0015 memory: 1155 2022/08/07 14:58:07 - mmengine - INFO - Epoch(val) [3][4400/6282] eta: 0:01:48 time: 0.0577 data_time: 0.0020 memory: 1155 2022/08/07 14:58:08 - mmengine - INFO - Epoch(val) [3][4420/6282] eta: 0:01:44 time: 0.0559 data_time: 0.0018 memory: 1155 2022/08/07 14:58:10 - mmengine - INFO - Epoch(val) [3][4440/6282] eta: 0:01:59 time: 0.0648 data_time: 0.0088 memory: 1163 2022/08/07 14:58:11 - mmengine - INFO - Epoch(val) [3][4460/6282] eta: 0:01:42 time: 0.0563 data_time: 0.0011 memory: 1163 2022/08/07 14:58:12 - mmengine - INFO - Epoch(val) [3][4480/6282] eta: 0:01:40 time: 0.0556 data_time: 0.0014 memory: 1163 2022/08/07 14:58:13 - mmengine - INFO - Epoch(val) [3][4500/6282] eta: 0:01:40 time: 0.0564 data_time: 0.0019 memory: 1163 2022/08/07 14:58:14 - mmengine - INFO - Epoch(val) [3][4520/6282] eta: 0:01:35 time: 0.0542 data_time: 0.0017 memory: 1163 2022/08/07 14:58:15 - mmengine - INFO - Epoch(val) [3][4540/6282] eta: 0:01:22 time: 0.0472 data_time: 0.0017 memory: 1101 2022/08/07 14:58:16 - mmengine - INFO - Epoch(val) [3][4560/6282] eta: 0:01:22 time: 0.0481 data_time: 0.0018 memory: 1101 2022/08/07 14:58:17 - mmengine - INFO - Epoch(val) [3][4580/6282] eta: 0:01:23 time: 0.0491 data_time: 0.0023 memory: 1101 2022/08/07 14:58:18 - mmengine - INFO - Epoch(val) [3][4600/6282] eta: 0:01:18 time: 0.0468 data_time: 0.0016 memory: 1101 2022/08/07 14:58:20 - mmengine - INFO - Epoch(val) [3][4620/6282] eta: 0:02:01 time: 0.0731 data_time: 0.0026 memory: 1101 2022/08/07 14:58:21 - mmengine - INFO - Epoch(val) [3][4640/6282] eta: 0:01:32 time: 0.0563 data_time: 0.0018 memory: 1163 2022/08/07 14:58:22 - mmengine - INFO - Epoch(val) [3][4660/6282] eta: 0:01:30 time: 0.0555 data_time: 0.0015 memory: 1163 2022/08/07 14:58:23 - mmengine - INFO - Epoch(val) [3][4680/6282] eta: 0:01:30 time: 0.0568 data_time: 0.0017 memory: 1163 2022/08/07 14:58:24 - mmengine - INFO - Epoch(val) [3][4700/6282] eta: 0:01:31 time: 0.0579 data_time: 0.0019 memory: 1163 2022/08/07 14:58:25 - mmengine - INFO - Epoch(val) [3][4720/6282] eta: 0:01:27 time: 0.0561 data_time: 0.0027 memory: 1163 2022/08/07 14:58:26 - mmengine - INFO - Epoch(val) [3][4740/6282] eta: 0:01:17 time: 0.0501 data_time: 0.0016 memory: 1122 2022/08/07 14:58:27 - mmengine - INFO - Epoch(val) [3][4760/6282] eta: 0:01:14 time: 0.0487 data_time: 0.0016 memory: 1122 2022/08/07 14:58:28 - mmengine - INFO - Epoch(val) [3][4780/6282] eta: 0:01:13 time: 0.0488 data_time: 0.0017 memory: 1122 2022/08/07 14:58:29 - mmengine - INFO - Epoch(val) [3][4800/6282] eta: 0:01:12 time: 0.0487 data_time: 0.0019 memory: 1122 2022/08/07 14:58:30 - mmengine - INFO - Epoch(val) [3][4820/6282] eta: 0:01:16 time: 0.0522 data_time: 0.0019 memory: 1155 2022/08/07 14:58:32 - mmengine - INFO - Epoch(val) [3][4840/6282] eta: 0:01:58 time: 0.0824 data_time: 0.0025 memory: 1155 2022/08/07 14:58:33 - mmengine - INFO - Epoch(val) [3][4860/6282] eta: 0:01:23 time: 0.0586 data_time: 0.0019 memory: 1155 2022/08/07 14:58:34 - mmengine - INFO - Epoch(val) [3][4880/6282] eta: 0:01:24 time: 0.0605 data_time: 0.0019 memory: 1155 2022/08/07 14:58:35 - mmengine - INFO - Epoch(val) [3][4900/6282] eta: 0:01:23 time: 0.0604 data_time: 0.0018 memory: 1155 2022/08/07 14:58:37 - mmengine - INFO - Epoch(val) [3][4920/6282] eta: 0:01:22 time: 0.0604 data_time: 0.0028 memory: 1158 2022/08/07 14:58:38 - mmengine - INFO - Epoch(val) [3][4940/6282] eta: 0:01:19 time: 0.0594 data_time: 0.0024 memory: 1158 2022/08/07 14:58:39 - mmengine - INFO - Epoch(val) [3][4960/6282] eta: 0:01:19 time: 0.0602 data_time: 0.0022 memory: 1158 2022/08/07 14:58:40 - mmengine - INFO - Epoch(val) [3][4980/6282] eta: 0:01:20 time: 0.0620 data_time: 0.0023 memory: 1158 2022/08/07 14:58:41 - mmengine - INFO - Epoch(val) [3][5000/6282] eta: 0:01:17 time: 0.0601 data_time: 0.0020 memory: 1158 2022/08/07 14:58:43 - mmengine - INFO - Epoch(val) [3][5020/6282] eta: 0:01:09 time: 0.0548 data_time: 0.0017 memory: 1158 2022/08/07 14:58:44 - mmengine - INFO - Epoch(val) [3][5040/6282] eta: 0:00:57 time: 0.0463 data_time: 0.0018 memory: 1101 2022/08/07 14:58:45 - mmengine - INFO - Epoch(val) [3][5060/6282] eta: 0:01:34 time: 0.0770 data_time: 0.0017 memory: 1101 2022/08/07 14:58:46 - mmengine - INFO - Epoch(val) [3][5080/6282] eta: 0:00:59 time: 0.0495 data_time: 0.0020 memory: 1101 2022/08/07 14:58:47 - mmengine - INFO - Epoch(val) [3][5100/6282] eta: 0:00:58 time: 0.0496 data_time: 0.0018 memory: 1101 2022/08/07 14:58:48 - mmengine - INFO - Epoch(val) [3][5120/6282] eta: 0:00:56 time: 0.0483 data_time: 0.0019 memory: 1101 2022/08/07 14:58:49 - mmengine - INFO - Epoch(val) [3][5140/6282] eta: 0:00:54 time: 0.0480 data_time: 0.0018 memory: 1097 2022/08/07 14:58:50 - mmengine - INFO - Epoch(val) [3][5160/6282] eta: 0:00:53 time: 0.0474 data_time: 0.0018 memory: 1097 2022/08/07 14:58:51 - mmengine - INFO - Epoch(val) [3][5180/6282] eta: 0:00:53 time: 0.0484 data_time: 0.0016 memory: 1097 2022/08/07 14:58:52 - mmengine - INFO - Epoch(val) [3][5200/6282] eta: 0:00:52 time: 0.0485 data_time: 0.0017 memory: 1097 2022/08/07 14:58:53 - mmengine - INFO - Epoch(val) [3][5220/6282] eta: 0:00:52 time: 0.0494 data_time: 0.0020 memory: 1097 2022/08/07 14:58:54 - mmengine - INFO - Epoch(val) [3][5240/6282] eta: 0:00:49 time: 0.0477 data_time: 0.0019 memory: 1096 2022/08/07 14:58:55 - mmengine - INFO - Epoch(val) [3][5260/6282] eta: 0:00:49 time: 0.0483 data_time: 0.0021 memory: 1096 2022/08/07 14:58:56 - mmengine - INFO - Epoch(val) [3][5280/6282] eta: 0:00:46 time: 0.0461 data_time: 0.0015 memory: 1096 2022/08/07 14:58:57 - mmengine - INFO - Epoch(val) [3][5300/6282] eta: 0:00:48 time: 0.0490 data_time: 0.0016 memory: 1096 2022/08/07 14:58:58 - mmengine - INFO - Epoch(val) [3][5320/6282] eta: 0:01:10 time: 0.0732 data_time: 0.0018 memory: 1097 2022/08/07 14:58:59 - mmengine - INFO - Epoch(val) [3][5340/6282] eta: 0:00:44 time: 0.0477 data_time: 0.0021 memory: 1097 2022/08/07 14:59:00 - mmengine - INFO - Epoch(val) [3][5360/6282] eta: 0:00:46 time: 0.0500 data_time: 0.0020 memory: 1097 2022/08/07 14:59:01 - mmengine - INFO - Epoch(val) [3][5380/6282] eta: 0:00:43 time: 0.0478 data_time: 0.0016 memory: 1097 2022/08/07 14:59:02 - mmengine - INFO - Epoch(val) [3][5400/6282] eta: 0:00:42 time: 0.0477 data_time: 0.0016 memory: 1097 2022/08/07 14:59:03 - mmengine - INFO - Epoch(val) [3][5420/6282] eta: 0:00:43 time: 0.0501 data_time: 0.0021 memory: 1097 2022/08/07 14:59:04 - mmengine - INFO - Epoch(val) [3][5440/6282] eta: 0:00:43 time: 0.0513 data_time: 0.0024 memory: 1097 2022/08/07 14:59:05 - mmengine - INFO - Epoch(val) [3][5460/6282] eta: 0:00:39 time: 0.0485 data_time: 0.0018 memory: 1097 2022/08/07 14:59:06 - mmengine - INFO - Epoch(val) [3][5480/6282] eta: 0:00:39 time: 0.0496 data_time: 0.0019 memory: 1097 2022/08/07 14:59:07 - mmengine - INFO - Epoch(val) [3][5500/6282] eta: 0:00:38 time: 0.0494 data_time: 0.0025 memory: 1097 2022/08/07 14:59:08 - mmengine - INFO - Epoch(val) [3][5520/6282] eta: 0:00:45 time: 0.0591 data_time: 0.0129 memory: 1118 2022/08/07 14:59:10 - mmengine - INFO - Epoch(val) [3][5540/6282] eta: 0:01:08 time: 0.0921 data_time: 0.0214 memory: 1118 2022/08/07 14:59:11 - mmengine - INFO - Epoch(val) [3][5560/6282] eta: 0:00:35 time: 0.0499 data_time: 0.0013 memory: 1118 2022/08/07 14:59:12 - mmengine - INFO - Epoch(val) [3][5580/6282] eta: 0:00:46 time: 0.0660 data_time: 0.0182 memory: 1118 2022/08/07 14:59:14 - mmengine - INFO - Epoch(val) [3][5600/6282] eta: 0:01:00 time: 0.0890 data_time: 0.0426 memory: 1118 2022/08/07 14:59:15 - mmengine - INFO - Epoch(val) [3][5620/6282] eta: 0:00:30 time: 0.0461 data_time: 0.0012 memory: 1118 2022/08/07 14:59:16 - mmengine - INFO - Epoch(val) [3][5640/6282] eta: 0:00:30 time: 0.0474 data_time: 0.0013 memory: 1097 2022/08/07 14:59:17 - mmengine - INFO - Epoch(val) [3][5660/6282] eta: 0:00:29 time: 0.0469 data_time: 0.0017 memory: 1097 2022/08/07 14:59:18 - mmengine - INFO - Epoch(val) [3][5680/6282] eta: 0:00:29 time: 0.0490 data_time: 0.0016 memory: 1097 2022/08/07 14:59:19 - mmengine - INFO - Epoch(val) [3][5700/6282] eta: 0:00:27 time: 0.0480 data_time: 0.0023 memory: 1097 2022/08/07 14:59:20 - mmengine - INFO - Epoch(val) [3][5720/6282] eta: 0:00:27 time: 0.0487 data_time: 0.0020 memory: 1130 2022/08/07 14:59:21 - mmengine - INFO - Epoch(val) [3][5740/6282] eta: 0:00:27 time: 0.0515 data_time: 0.0016 memory: 1130 2022/08/07 14:59:22 - mmengine - INFO - Epoch(val) [3][5760/6282] eta: 0:00:26 time: 0.0515 data_time: 0.0022 memory: 1130 2022/08/07 14:59:23 - mmengine - INFO - Epoch(val) [3][5780/6282] eta: 0:00:24 time: 0.0480 data_time: 0.0016 memory: 1130 2022/08/07 14:59:25 - mmengine - INFO - Epoch(val) [3][5800/6282] eta: 0:00:43 time: 0.0901 data_time: 0.0144 memory: 1130 2022/08/07 14:59:26 - mmengine - INFO - Epoch(val) [3][5820/6282] eta: 0:00:23 time: 0.0506 data_time: 0.0016 memory: 1130 2022/08/07 14:59:27 - mmengine - INFO - Epoch(val) [3][5840/6282] eta: 0:00:21 time: 0.0477 data_time: 0.0016 memory: 1118 2022/08/07 14:59:28 - mmengine - INFO - Epoch(val) [3][5860/6282] eta: 0:00:20 time: 0.0490 data_time: 0.0018 memory: 1118 2022/08/07 14:59:29 - mmengine - INFO - Epoch(val) [3][5880/6282] eta: 0:00:20 time: 0.0503 data_time: 0.0018 memory: 1118 2022/08/07 14:59:30 - mmengine - INFO - Epoch(val) [3][5900/6282] eta: 0:00:19 time: 0.0503 data_time: 0.0019 memory: 1118 2022/08/07 14:59:31 - mmengine - INFO - Epoch(val) [3][5920/6282] eta: 0:00:17 time: 0.0491 data_time: 0.0016 memory: 1118 2022/08/07 14:59:32 - mmengine - INFO - Epoch(val) [3][5940/6282] eta: 0:00:16 time: 0.0487 data_time: 0.0019 memory: 1097 2022/08/07 14:59:33 - mmengine - INFO - Epoch(val) [3][5960/6282] eta: 0:00:15 time: 0.0483 data_time: 0.0016 memory: 1097 2022/08/07 14:59:34 - mmengine - INFO - Epoch(val) [3][5980/6282] eta: 0:00:14 time: 0.0494 data_time: 0.0017 memory: 1097 2022/08/07 14:59:35 - mmengine - INFO - Epoch(val) [3][6000/6282] eta: 0:00:16 time: 0.0589 data_time: 0.0019 memory: 1155 2022/08/07 14:59:36 - mmengine - INFO - Epoch(val) [3][6020/6282] eta: 0:00:15 time: 0.0586 data_time: 0.0016 memory: 1155 2022/08/07 14:59:37 - mmengine - INFO - Epoch(val) [3][6040/6282] eta: 0:00:13 time: 0.0543 data_time: 0.0015 memory: 1155 2022/08/07 14:59:38 - mmengine - INFO - Epoch(val) [3][6060/6282] eta: 0:00:11 time: 0.0540 data_time: 0.0018 memory: 1155 2022/08/07 14:59:39 - mmengine - INFO - Epoch(val) [3][6080/6282] eta: 0:00:11 time: 0.0546 data_time: 0.0020 memory: 1155 2022/08/07 14:59:40 - mmengine - INFO - Epoch(val) [3][6100/6282] eta: 0:00:09 time: 0.0544 data_time: 0.0013 memory: 1155 2022/08/07 14:59:41 - mmengine - INFO - Epoch(val) [3][6120/6282] eta: 0:00:08 time: 0.0535 data_time: 0.0016 memory: 1155 2022/08/07 14:59:42 - mmengine - INFO - Epoch(val) [3][6140/6282] eta: 0:00:07 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 14:59:43 - mmengine - INFO - Epoch(val) [3][6160/6282] eta: 0:00:06 time: 0.0534 data_time: 0.0017 memory: 1155 2022/08/07 14:59:45 - mmengine - INFO - Epoch(val) [3][6180/6282] eta: 0:00:05 time: 0.0539 data_time: 0.0020 memory: 1155 2022/08/07 14:59:46 - mmengine - INFO - Epoch(val) [3][6200/6282] eta: 0:00:04 time: 0.0526 data_time: 0.0011 memory: 1155 2022/08/07 14:59:47 - mmengine - INFO - Epoch(val) [3][6220/6282] eta: 0:00:03 time: 0.0529 data_time: 0.0013 memory: 1155 2022/08/07 14:59:48 - mmengine - INFO - Epoch(val) [3][6240/6282] eta: 0:00:02 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 14:59:49 - mmengine - INFO - Epoch(val) [3][6260/6282] eta: 0:00:01 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 14:59:50 - mmengine - INFO - Epoch(val) [3][6280/6282] eta: 0:00:00 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 15:04:55 - mmengine - INFO - Epoch(val) [3][6282/6282] mAP/mAP@0.5IOU: 0.2308 2022/08/07 15:04:56 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_3.pth is removed 2022/08/07 15:05:00 - mmengine - INFO - The best checkpoint with 0.2308 mAP/mAP@0.5IOU at 4 epoch is saved to best_mAP/mAP@0.5IOU_epoch_4.pth. 2022/08/07 15:05:23 - mmengine - INFO - Epoch(train) [4][20/1441] lr: 1.5500e-01 eta: 6:24:11 time: 1.1690 data_time: 0.2749 memory: 23477 grad_norm: 0.1008 recall@thr=0.5: 0.6548 prec@thr=0.5: 0.6726 recall@top3: 0.7540 prec@top3: 0.6111 recall@top5: 0.8948 prec@top5: 0.4429 loss_action_cls: 0.0606 loss: 0.0606 2022/08/07 15:05:42 - mmengine - INFO - Epoch(train) [4][40/1441] lr: 1.5500e-01 eta: 6:23:51 time: 0.9323 data_time: 0.0219 memory: 23477 grad_norm: 0.1073 recall@thr=0.5: 0.5617 prec@thr=0.5: 0.6959 recall@top3: 0.7126 prec@top3: 0.5766 recall@top5: 0.8005 prec@top5: 0.3946 loss_action_cls: 0.0656 loss: 0.0656 2022/08/07 15:06:04 - mmengine - INFO - Epoch(train) [4][60/1441] lr: 1.5500e-01 eta: 6:23:51 time: 1.1073 data_time: 0.0221 memory: 23477 grad_norm: 0.1081 recall@thr=0.5: 0.5564 prec@thr=0.5: 0.6373 recall@top3: 0.7574 prec@top3: 0.5588 recall@top5: 0.8897 prec@top5: 0.3882 loss_action_cls: 0.0587 loss: 0.0587 2022/08/07 15:06:22 - mmengine - INFO - Epoch(train) [4][80/1441] lr: 1.5500e-01 eta: 6:23:29 time: 0.9126 data_time: 0.0217 memory: 23477 grad_norm: 0.1008 recall@thr=0.5: 0.6081 prec@thr=0.5: 0.7297 recall@top3: 0.7342 prec@top3: 0.5225 recall@top5: 0.8423 prec@top5: 0.3784 loss_action_cls: 0.0639 loss: 0.0639 2022/08/07 15:06:41 - mmengine - INFO - Epoch(train) [4][100/1441] lr: 1.5500e-01 eta: 6:23:06 time: 0.9126 data_time: 0.0213 memory: 23477 grad_norm: 0.1108 recall@thr=0.5: 0.6987 prec@thr=0.5: 0.7156 recall@top3: 0.7410 prec@top3: 0.5436 recall@top5: 0.8705 prec@top5: 0.4000 loss_action_cls: 0.0601 loss: 0.0601 2022/08/07 15:06:59 - mmengine - INFO - Epoch(train) [4][120/1441] lr: 1.5500e-01 eta: 6:22:45 time: 0.9151 data_time: 0.0232 memory: 23477 grad_norm: 0.1071 recall@thr=0.5: 0.7118 prec@thr=0.5: 0.6667 recall@top3: 0.7969 prec@top3: 0.6316 recall@top5: 0.9110 prec@top5: 0.4316 loss_action_cls: 0.0627 loss: 0.0627 2022/08/07 15:07:18 - mmengine - INFO - Epoch(train) [4][140/1441] lr: 1.5500e-01 eta: 6:22:26 time: 0.9443 data_time: 0.0320 memory: 23477 grad_norm: 0.1115 recall@thr=0.5: 0.5125 prec@thr=0.5: 0.5298 recall@top3: 0.7149 prec@top3: 0.5536 recall@top5: 0.8946 prec@top5: 0.4286 loss_action_cls: 0.0667 loss: 0.0667 2022/08/07 15:07:36 - mmengine - INFO - Epoch(train) [4][160/1441] lr: 1.5500e-01 eta: 6:22:05 time: 0.9208 data_time: 0.0220 memory: 23477 grad_norm: 0.1134 recall@thr=0.5: 0.7082 prec@thr=0.5: 0.8301 recall@top3: 0.7686 prec@top3: 0.7320 recall@top5: 0.8892 prec@top5: 0.5098 loss_action_cls: 0.0676 loss: 0.0676 2022/08/07 15:07:55 - mmengine - INFO - Epoch(train) [4][180/1441] lr: 1.5500e-01 eta: 6:21:44 time: 0.9249 data_time: 0.0301 memory: 23477 grad_norm: 0.1180 recall@thr=0.5: 0.6156 prec@thr=0.5: 0.7199 recall@top3: 0.7592 prec@top3: 0.6667 recall@top5: 0.9213 prec@top5: 0.4936 loss_action_cls: 0.0647 loss: 0.0647 2022/08/07 15:08:13 - mmengine - INFO - Epoch(train) [4][200/1441] lr: 1.5500e-01 eta: 6:21:21 time: 0.8986 data_time: 0.0232 memory: 23477 grad_norm: 0.1019 recall@thr=0.5: 0.6862 prec@thr=0.5: 0.7521 recall@top3: 0.7642 prec@top3: 0.6809 recall@top5: 0.8652 prec@top5: 0.4638 loss_action_cls: 0.0641 loss: 0.0641 2022/08/07 15:08:31 - mmengine - INFO - Epoch(train) [4][220/1441] lr: 1.5500e-01 eta: 6:21:00 time: 0.9254 data_time: 0.0254 memory: 23477 grad_norm: 0.0985 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.7205 recall@top3: 0.8142 prec@top3: 0.6667 recall@top5: 0.9427 prec@top5: 0.4708 loss_action_cls: 0.0581 loss: 0.0581 2022/08/07 15:08:50 - mmengine - INFO - Epoch(train) [4][240/1441] lr: 1.5500e-01 eta: 6:20:41 time: 0.9382 data_time: 0.0240 memory: 23477 grad_norm: 0.0997 recall@thr=0.5: 0.6047 prec@thr=0.5: 0.7907 recall@top3: 0.7616 prec@top3: 0.5814 recall@top5: 0.8837 prec@top5: 0.4233 loss_action_cls: 0.0603 loss: 0.0603 2022/08/07 15:09:09 - mmengine - INFO - Epoch(train) [4][260/1441] lr: 1.5500e-01 eta: 6:20:21 time: 0.9319 data_time: 0.0380 memory: 23477 grad_norm: 0.1093 recall@thr=0.5: 0.6268 prec@thr=0.5: 0.7989 recall@top3: 0.7609 prec@top3: 0.6449 recall@top5: 0.8696 prec@top5: 0.4435 loss_action_cls: 0.0520 loss: 0.0520 2022/08/07 15:09:28 - mmengine - INFO - Epoch(train) [4][280/1441] lr: 1.5500e-01 eta: 6:20:04 time: 0.9547 data_time: 0.0324 memory: 23477 grad_norm: 0.1053 recall@thr=0.5: 0.5525 prec@thr=0.5: 0.7191 recall@top3: 0.7608 prec@top3: 0.5741 recall@top5: 0.8642 prec@top5: 0.4000 loss_action_cls: 0.0644 loss: 0.0644 2022/08/07 15:09:46 - mmengine - INFO - Epoch(train) [4][300/1441] lr: 1.5500e-01 eta: 6:19:43 time: 0.9232 data_time: 0.0210 memory: 23477 grad_norm: 0.1084 recall@thr=0.5: 0.6809 prec@thr=0.5: 0.7663 recall@top3: 0.7907 prec@top3: 0.5610 recall@top5: 0.9451 prec@top5: 0.4098 loss_action_cls: 0.0554 loss: 0.0554 2022/08/07 15:10:05 - mmengine - INFO - Epoch(train) [4][320/1441] lr: 1.5500e-01 eta: 6:19:22 time: 0.9222 data_time: 0.0296 memory: 23477 grad_norm: 0.1078 recall@thr=0.5: 0.7479 prec@thr=0.5: 0.7735 recall@top3: 0.7949 prec@top3: 0.6325 recall@top5: 0.9444 prec@top5: 0.4923 loss_action_cls: 0.0657 loss: 0.0657 2022/08/07 15:10:23 - mmengine - INFO - Epoch(train) [4][340/1441] lr: 1.5500e-01 eta: 6:19:02 time: 0.9330 data_time: 0.0250 memory: 23477 grad_norm: 0.1035 recall@thr=0.5: 0.5368 prec@thr=0.5: 0.7222 recall@top3: 0.7174 prec@top3: 0.6319 recall@top5: 0.8934 prec@top5: 0.4667 loss_action_cls: 0.0655 loss: 0.0655 2022/08/07 15:10:41 - mmengine - INFO - Epoch(train) [4][360/1441] lr: 1.5500e-01 eta: 6:18:39 time: 0.9018 data_time: 0.0250 memory: 23477 grad_norm: 0.1039 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7174 recall@top3: 0.7663 prec@top3: 0.5652 recall@top5: 0.9384 prec@top5: 0.4261 loss_action_cls: 0.0593 loss: 0.0593 2022/08/07 15:11:00 - mmengine - INFO - Epoch(train) [4][380/1441] lr: 1.5500e-01 eta: 6:18:18 time: 0.9153 data_time: 0.0271 memory: 23477 grad_norm: 0.1096 recall@thr=0.5: 0.6167 prec@thr=0.5: 0.7125 recall@top3: 0.6729 prec@top3: 0.6583 recall@top5: 0.9187 prec@top5: 0.5200 loss_action_cls: 0.0607 loss: 0.0607 2022/08/07 15:11:19 - mmengine - INFO - Epoch(train) [4][400/1441] lr: 1.5500e-01 eta: 6:18:00 time: 0.9485 data_time: 0.0225 memory: 23477 grad_norm: 0.0958 recall@thr=0.5: 0.7731 prec@thr=0.5: 0.8194 recall@top3: 0.8519 prec@top3: 0.6019 recall@top5: 0.9444 prec@top5: 0.4222 loss_action_cls: 0.0575 loss: 0.0575 2022/08/07 15:11:37 - mmengine - INFO - Epoch(train) [4][420/1441] lr: 1.5500e-01 eta: 6:17:39 time: 0.9231 data_time: 0.0227 memory: 23477 grad_norm: 0.1039 recall@thr=0.5: 0.7171 prec@thr=0.5: 0.7326 recall@top3: 0.8488 prec@top3: 0.6047 recall@top5: 0.9205 prec@top5: 0.4093 loss_action_cls: 0.0550 loss: 0.0550 2022/08/07 15:11:55 - mmengine - INFO - Epoch(train) [4][440/1441] lr: 1.5500e-01 eta: 6:17:17 time: 0.9076 data_time: 0.0231 memory: 23477 grad_norm: 0.1156 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.7306 recall@top3: 0.7417 prec@top3: 0.6444 recall@top5: 0.8917 prec@top5: 0.4800 loss_action_cls: 0.0562 loss: 0.0562 2022/08/07 15:12:14 - mmengine - INFO - Epoch(train) [4][460/1441] lr: 1.5500e-01 eta: 6:17:00 time: 0.9553 data_time: 0.0289 memory: 23477 grad_norm: 0.1217 recall@thr=0.5: 0.8306 prec@thr=0.5: 0.8365 recall@top3: 0.8149 prec@top3: 0.7361 recall@top5: 0.9375 prec@top5: 0.5208 loss_action_cls: 0.0630 loss: 0.0630 2022/08/07 15:12:33 - mmengine - INFO - Epoch(train) [4][480/1441] lr: 1.5500e-01 eta: 6:16:38 time: 0.9111 data_time: 0.0263 memory: 23477 grad_norm: 0.1149 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.7593 recall@top3: 0.8125 prec@top3: 0.6481 recall@top5: 0.8981 prec@top5: 0.4333 loss_action_cls: 0.0641 loss: 0.0641 2022/08/07 15:12:52 - mmengine - INFO - Epoch(train) [4][500/1441] lr: 1.5500e-01 eta: 6:16:20 time: 0.9494 data_time: 0.0295 memory: 23477 grad_norm: 0.1033 recall@thr=0.5: 0.6548 prec@thr=0.5: 0.7341 recall@top3: 0.8135 prec@top3: 0.6270 recall@top5: 0.9048 prec@top5: 0.4286 loss_action_cls: 0.0608 loss: 0.0608 2022/08/07 15:13:21 - mmengine - INFO - Epoch(train) [4][520/1441] lr: 1.5500e-01 eta: 6:16:55 time: 1.4849 data_time: 0.0994 memory: 23477 grad_norm: 0.1065 recall@thr=0.5: 0.6968 prec@thr=0.5: 0.7996 recall@top3: 0.7145 prec@top3: 0.6028 recall@top5: 0.8901 prec@top5: 0.4638 loss_action_cls: 0.0619 loss: 0.0619 2022/08/07 15:13:57 - mmengine - INFO - Epoch(train) [4][540/1441] lr: 1.5500e-01 eta: 6:18:02 time: 1.8146 data_time: 0.0272 memory: 23477 grad_norm: 0.1012 recall@thr=0.5: 0.6431 prec@thr=0.5: 0.7264 recall@top3: 0.7717 prec@top3: 0.6304 recall@top5: 0.9457 prec@top5: 0.4739 loss_action_cls: 0.0622 loss: 0.0622 2022/08/07 15:14:32 - mmengine - INFO - Epoch(train) [4][560/1441] lr: 1.5500e-01 eta: 6:18:59 time: 1.7257 data_time: 0.0219 memory: 23477 grad_norm: 0.1071 recall@thr=0.5: 0.5612 prec@thr=0.5: 0.5840 recall@top3: 0.7245 prec@top3: 0.6122 recall@top5: 0.8129 prec@top5: 0.4286 loss_action_cls: 0.0586 loss: 0.0586 2022/08/07 15:14:53 - mmengine - INFO - Epoch(train) [4][580/1441] lr: 1.5500e-01 eta: 6:18:49 time: 1.0425 data_time: 0.0177 memory: 23477 grad_norm: 0.1006 recall@thr=0.5: 0.6130 prec@thr=0.5: 0.7593 recall@top3: 0.7778 prec@top3: 0.6963 recall@top5: 0.9296 prec@top5: 0.5022 loss_action_cls: 0.0538 loss: 0.0538 2022/08/07 15:15:11 - mmengine - INFO - Epoch(train) [4][600/1441] lr: 1.5500e-01 eta: 6:18:26 time: 0.9092 data_time: 0.0272 memory: 23477 grad_norm: 0.0956 recall@thr=0.5: 0.5602 prec@thr=0.5: 0.6747 recall@top3: 0.6435 prec@top3: 0.6173 recall@top5: 0.8873 prec@top5: 0.5148 loss_action_cls: 0.0521 loss: 0.0521 2022/08/07 15:15:30 - mmengine - INFO - Epoch(train) [4][620/1441] lr: 1.5500e-01 eta: 6:18:09 time: 0.9718 data_time: 0.0232 memory: 23477 grad_norm: 0.1058 recall@thr=0.5: 0.6925 prec@thr=0.5: 0.7817 recall@top3: 0.8175 prec@top3: 0.7063 recall@top5: 0.9028 prec@top5: 0.4619 loss_action_cls: 0.0559 loss: 0.0559 2022/08/07 15:15:54 - mmengine - INFO - Epoch(train) [4][640/1441] lr: 1.5500e-01 eta: 6:18:10 time: 1.1603 data_time: 0.0364 memory: 23477 grad_norm: 0.1172 recall@thr=0.5: 0.6284 prec@thr=0.5: 0.8352 recall@top3: 0.7848 prec@top3: 0.7500 recall@top5: 0.9576 prec@top5: 0.5591 loss_action_cls: 0.0499 loss: 0.0499 2022/08/07 15:16:23 - mmengine - INFO - Epoch(train) [4][660/1441] lr: 1.5500e-01 eta: 6:18:40 time: 1.4602 data_time: 0.0237 memory: 23477 grad_norm: 0.1046 recall@thr=0.5: 0.6977 prec@thr=0.5: 0.6977 recall@top3: 0.7713 prec@top3: 0.6047 recall@top5: 0.8779 prec@top5: 0.4326 loss_action_cls: 0.0655 loss: 0.0655 2022/08/07 15:16:44 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 15:16:47 - mmengine - INFO - Epoch(train) [4][680/1441] lr: 1.5500e-01 eta: 6:18:47 time: 1.2230 data_time: 0.0218 memory: 23477 grad_norm: 0.1040 recall@thr=0.5: 0.6732 prec@thr=0.5: 0.8214 recall@top3: 0.7961 prec@top3: 0.7381 recall@top5: 0.9449 prec@top5: 0.5500 loss_action_cls: 0.0553 loss: 0.0553 2022/08/07 15:17:07 - mmengine - INFO - Epoch(train) [4][700/1441] lr: 1.5500e-01 eta: 6:18:31 time: 0.9902 data_time: 0.0232 memory: 23477 grad_norm: 0.1100 recall@thr=0.5: 0.5514 prec@thr=0.5: 0.5319 recall@top3: 0.6259 prec@top3: 0.4255 recall@top5: 0.8440 prec@top5: 0.3489 loss_action_cls: 0.0648 loss: 0.0648 2022/08/07 15:17:26 - mmengine - INFO - Epoch(train) [4][720/1441] lr: 1.5500e-01 eta: 6:18:12 time: 0.9575 data_time: 0.0239 memory: 23477 grad_norm: 0.1057 recall@thr=0.5: 0.6279 prec@thr=0.5: 0.8450 recall@top3: 0.8178 prec@top3: 0.7209 recall@top5: 0.9574 prec@top5: 0.5209 loss_action_cls: 0.0567 loss: 0.0567 2022/08/07 15:17:45 - mmengine - INFO - Epoch(train) [4][740/1441] lr: 1.5500e-01 eta: 6:17:51 time: 0.9306 data_time: 0.0268 memory: 23477 grad_norm: 0.0987 recall@thr=0.5: 0.6600 prec@thr=0.5: 0.7750 recall@top3: 0.7683 prec@top3: 0.6400 recall@top5: 0.9017 prec@top5: 0.4600 loss_action_cls: 0.0610 loss: 0.0610 2022/08/07 15:18:09 - mmengine - INFO - Epoch(train) [4][760/1441] lr: 1.5500e-01 eta: 6:17:57 time: 1.2236 data_time: 0.0219 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.6992 prec@thr=0.5: 0.7674 recall@top3: 0.8434 prec@top3: 0.7519 recall@top5: 0.9333 prec@top5: 0.5023 loss_action_cls: 0.0564 loss: 0.0564 2022/08/07 15:18:31 - mmengine - INFO - Epoch(train) [4][780/1441] lr: 1.5500e-01 eta: 6:17:48 time: 1.0587 data_time: 0.0209 memory: 23477 grad_norm: 0.1097 recall@thr=0.5: 0.7743 prec@thr=0.5: 0.8215 recall@top3: 0.8340 prec@top3: 0.6875 recall@top5: 0.9583 prec@top5: 0.4833 loss_action_cls: 0.0584 loss: 0.0584 2022/08/07 15:18:49 - mmengine - INFO - Epoch(train) [4][800/1441] lr: 1.5500e-01 eta: 6:17:28 time: 0.9459 data_time: 0.0289 memory: 23477 grad_norm: 0.1043 recall@thr=0.5: 0.6696 prec@thr=0.5: 0.7530 recall@top3: 0.8155 prec@top3: 0.6726 recall@top5: 0.9390 prec@top5: 0.4607 loss_action_cls: 0.0630 loss: 0.0630 2022/08/07 15:19:08 - mmengine - INFO - Epoch(train) [4][820/1441] lr: 1.5500e-01 eta: 6:17:05 time: 0.9154 data_time: 0.0215 memory: 23477 grad_norm: 0.1085 recall@thr=0.5: 0.6021 prec@thr=0.5: 0.7708 recall@top3: 0.7625 prec@top3: 0.6667 recall@top5: 0.9667 prec@top5: 0.5300 loss_action_cls: 0.0583 loss: 0.0583 2022/08/07 15:19:27 - mmengine - INFO - Epoch(train) [4][840/1441] lr: 1.5500e-01 eta: 6:16:45 time: 0.9480 data_time: 0.0240 memory: 23477 grad_norm: 0.1006 recall@thr=0.5: 0.5370 prec@thr=0.5: 0.7185 recall@top3: 0.7241 prec@top3: 0.5926 recall@top5: 0.8926 prec@top5: 0.4400 loss_action_cls: 0.0584 loss: 0.0584 2022/08/07 15:19:44 - mmengine - INFO - Epoch(train) [4][860/1441] lr: 1.5500e-01 eta: 6:16:19 time: 0.8813 data_time: 0.0256 memory: 23477 grad_norm: 0.1079 recall@thr=0.5: 0.6973 prec@thr=0.5: 0.7415 recall@top3: 0.8231 prec@top3: 0.7143 recall@top5: 0.9405 prec@top5: 0.5020 loss_action_cls: 0.0586 loss: 0.0586 2022/08/07 15:20:03 - mmengine - INFO - Epoch(train) [4][880/1441] lr: 1.5500e-01 eta: 6:15:57 time: 0.9185 data_time: 0.0237 memory: 23477 grad_norm: 0.1100 recall@thr=0.5: 0.7598 prec@thr=0.5: 0.7778 recall@top3: 0.7932 prec@top3: 0.6581 recall@top5: 0.8940 prec@top5: 0.4615 loss_action_cls: 0.0559 loss: 0.0559 2022/08/07 15:20:21 - mmengine - INFO - Epoch(train) [4][900/1441] lr: 1.5500e-01 eta: 6:15:33 time: 0.9083 data_time: 0.0247 memory: 23477 grad_norm: 0.1035 recall@thr=0.5: 0.6964 prec@thr=0.5: 0.7996 recall@top3: 0.7500 prec@top3: 0.6587 recall@top5: 0.9246 prec@top5: 0.4952 loss_action_cls: 0.0570 loss: 0.0570 2022/08/07 15:20:39 - mmengine - INFO - Epoch(train) [4][920/1441] lr: 1.5500e-01 eta: 6:15:09 time: 0.9003 data_time: 0.0213 memory: 23477 grad_norm: 0.0945 recall@thr=0.5: 0.7879 prec@thr=0.5: 0.7356 recall@top3: 0.8542 prec@top3: 0.6439 recall@top5: 0.9432 prec@top5: 0.4318 loss_action_cls: 0.0571 loss: 0.0571 2022/08/07 15:20:58 - mmengine - INFO - Epoch(train) [4][940/1441] lr: 1.5500e-01 eta: 6:14:49 time: 0.9382 data_time: 0.0268 memory: 23477 grad_norm: 0.1021 recall@thr=0.5: 0.6580 prec@thr=0.5: 0.7500 recall@top3: 0.7420 prec@top3: 0.5625 recall@top5: 0.8771 prec@top5: 0.4042 loss_action_cls: 0.0585 loss: 0.0585 2022/08/07 15:21:16 - mmengine - INFO - Epoch(train) [4][960/1441] lr: 1.5500e-01 eta: 6:14:26 time: 0.9153 data_time: 0.0237 memory: 23477 grad_norm: 0.0966 recall@thr=0.5: 0.6381 prec@thr=0.5: 0.7038 recall@top3: 0.7247 prec@top3: 0.6346 recall@top5: 0.9160 prec@top5: 0.4808 loss_action_cls: 0.0576 loss: 0.0576 2022/08/07 15:21:34 - mmengine - INFO - Epoch(train) [4][980/1441] lr: 1.5500e-01 eta: 6:14:03 time: 0.9046 data_time: 0.0281 memory: 23477 grad_norm: 0.1006 recall@thr=0.5: 0.6629 prec@thr=0.5: 0.6742 recall@top3: 0.7652 prec@top3: 0.5076 recall@top5: 0.9053 prec@top5: 0.3773 loss_action_cls: 0.0553 loss: 0.0553 2022/08/07 15:21:52 - mmengine - INFO - Epoch(train) [4][1000/1441] lr: 1.5500e-01 eta: 6:13:39 time: 0.9056 data_time: 0.0220 memory: 23477 grad_norm: 0.0987 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.7481 recall@top3: 0.7093 prec@top3: 0.5814 recall@top5: 0.9070 prec@top5: 0.4326 loss_action_cls: 0.0605 loss: 0.0605 2022/08/07 15:22:11 - mmengine - INFO - Epoch(train) [4][1020/1441] lr: 1.5500e-01 eta: 6:13:18 time: 0.9324 data_time: 0.0435 memory: 23477 grad_norm: 0.1024 recall@thr=0.5: 0.5826 prec@thr=0.5: 0.6996 recall@top3: 0.6930 prec@top3: 0.5891 recall@top5: 0.8880 prec@top5: 0.4651 loss_action_cls: 0.0571 loss: 0.0571 2022/08/07 15:22:29 - mmengine - INFO - Epoch(train) [4][1040/1441] lr: 1.5500e-01 eta: 6:12:55 time: 0.9113 data_time: 0.0233 memory: 23477 grad_norm: 0.0950 recall@thr=0.5: 0.8261 prec@thr=0.5: 0.8355 recall@top3: 0.8714 prec@top3: 0.7101 recall@top5: 0.9529 prec@top5: 0.4826 loss_action_cls: 0.0550 loss: 0.0550 2022/08/07 15:22:48 - mmengine - INFO - Epoch(train) [4][1060/1441] lr: 1.5500e-01 eta: 6:12:34 time: 0.9257 data_time: 0.0264 memory: 23477 grad_norm: 0.0999 recall@thr=0.5: 0.7415 prec@thr=0.5: 0.8248 recall@top3: 0.8077 prec@top3: 0.7607 recall@top5: 0.9316 prec@top5: 0.5385 loss_action_cls: 0.0594 loss: 0.0594 2022/08/07 15:23:06 - mmengine - INFO - Epoch(train) [4][1080/1441] lr: 1.5500e-01 eta: 6:12:12 time: 0.9234 data_time: 0.0241 memory: 23477 grad_norm: 0.1017 recall@thr=0.5: 0.5992 prec@thr=0.5: 0.7004 recall@top3: 0.8333 prec@top3: 0.5714 recall@top5: 0.9444 prec@top5: 0.4000 loss_action_cls: 0.0549 loss: 0.0549 2022/08/07 15:23:24 - mmengine - INFO - Epoch(train) [4][1100/1441] lr: 1.5500e-01 eta: 6:11:49 time: 0.9035 data_time: 0.0250 memory: 23477 grad_norm: 0.1124 recall@thr=0.5: 0.5563 prec@thr=0.5: 0.6194 recall@top3: 0.6014 prec@top3: 0.5225 recall@top5: 0.8108 prec@top5: 0.4162 loss_action_cls: 0.0570 loss: 0.0570 2022/08/07 15:23:43 - mmengine - INFO - Epoch(train) [4][1120/1441] lr: 1.5500e-01 eta: 6:11:28 time: 0.9374 data_time: 0.0251 memory: 23477 grad_norm: 0.1081 recall@thr=0.5: 0.6774 prec@thr=0.5: 0.7244 recall@top3: 0.7457 prec@top3: 0.5556 recall@top5: 0.9444 prec@top5: 0.4308 loss_action_cls: 0.0604 loss: 0.0604 2022/08/07 15:24:01 - mmengine - INFO - Epoch(train) [4][1140/1441] lr: 1.5500e-01 eta: 6:11:04 time: 0.8989 data_time: 0.0242 memory: 23477 grad_norm: 0.1137 recall@thr=0.5: 0.5794 prec@thr=0.5: 0.7718 recall@top3: 0.7262 prec@top3: 0.6587 recall@top5: 0.8889 prec@top5: 0.4762 loss_action_cls: 0.0606 loss: 0.0606 2022/08/07 15:24:19 - mmengine - INFO - Epoch(train) [4][1160/1441] lr: 1.5500e-01 eta: 6:10:42 time: 0.9117 data_time: 0.0264 memory: 23477 grad_norm: 0.1079 recall@thr=0.5: 0.5891 prec@thr=0.5: 0.7670 recall@top3: 0.7344 prec@top3: 0.6327 recall@top5: 0.8684 prec@top5: 0.4612 loss_action_cls: 0.0571 loss: 0.0571 2022/08/07 15:24:38 - mmengine - INFO - Epoch(train) [4][1180/1441] lr: 1.5500e-01 eta: 6:10:22 time: 0.9404 data_time: 0.0251 memory: 23477 grad_norm: 0.0954 recall@thr=0.5: 0.6920 prec@thr=0.5: 0.7536 recall@top3: 0.7210 prec@top3: 0.6667 recall@top5: 0.9366 prec@top5: 0.5217 loss_action_cls: 0.0527 loss: 0.0527 2022/08/07 15:24:56 - mmengine - INFO - Epoch(train) [4][1200/1441] lr: 1.5500e-01 eta: 6:10:00 time: 0.9182 data_time: 0.0245 memory: 23477 grad_norm: 0.1024 recall@thr=0.5: 0.6681 prec@thr=0.5: 0.6780 recall@top3: 0.7952 prec@top3: 0.5085 recall@top5: 0.8955 prec@top5: 0.3627 loss_action_cls: 0.0540 loss: 0.0540 2022/08/07 15:25:15 - mmengine - INFO - Epoch(train) [4][1220/1441] lr: 1.5500e-01 eta: 6:09:38 time: 0.9251 data_time: 0.0265 memory: 23477 grad_norm: 0.0949 recall@thr=0.5: 0.7451 prec@thr=0.5: 0.7328 recall@top3: 0.8627 prec@top3: 0.5882 recall@top5: 0.9657 prec@top5: 0.4059 loss_action_cls: 0.0589 loss: 0.0589 2022/08/07 15:25:33 - mmengine - INFO - Epoch(train) [4][1240/1441] lr: 1.5500e-01 eta: 6:09:17 time: 0.9309 data_time: 0.0254 memory: 23477 grad_norm: 0.1013 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7870 recall@top3: 0.8688 prec@top3: 0.6914 recall@top5: 0.9599 prec@top5: 0.4704 loss_action_cls: 0.0579 loss: 0.0579 2022/08/07 15:25:52 - mmengine - INFO - Epoch(train) [4][1260/1441] lr: 1.5500e-01 eta: 6:08:55 time: 0.9136 data_time: 0.0261 memory: 23477 grad_norm: 0.1038 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.8551 recall@top3: 0.7924 prec@top3: 0.6812 recall@top5: 0.9587 prec@top5: 0.5043 loss_action_cls: 0.0608 loss: 0.0608 2022/08/07 15:26:10 - mmengine - INFO - Epoch(train) [4][1280/1441] lr: 1.5500e-01 eta: 6:08:34 time: 0.9271 data_time: 0.0239 memory: 23477 grad_norm: 0.1012 recall@thr=0.5: 0.5161 prec@thr=0.5: 0.6559 recall@top3: 0.7581 prec@top3: 0.5914 recall@top5: 0.8817 prec@top5: 0.4194 loss_action_cls: 0.0571 loss: 0.0571 2022/08/07 15:26:29 - mmengine - INFO - Epoch(train) [4][1300/1441] lr: 1.5500e-01 eta: 6:08:13 time: 0.9273 data_time: 0.0251 memory: 23477 grad_norm: 0.1039 recall@thr=0.5: 0.7648 prec@thr=0.5: 0.8963 recall@top3: 0.8667 prec@top3: 0.7630 recall@top5: 0.9685 prec@top5: 0.5289 loss_action_cls: 0.0555 loss: 0.0555 2022/08/07 15:26:47 - mmengine - INFO - Epoch(train) [4][1320/1441] lr: 1.5500e-01 eta: 6:07:50 time: 0.9012 data_time: 0.0249 memory: 23477 grad_norm: 0.0965 recall@thr=0.5: 0.7008 prec@thr=0.5: 0.8182 recall@top3: 0.7784 prec@top3: 0.7121 recall@top5: 0.8693 prec@top5: 0.4864 loss_action_cls: 0.0489 loss: 0.0489 2022/08/07 15:27:05 - mmengine - INFO - Epoch(train) [4][1340/1441] lr: 1.5500e-01 eta: 6:07:28 time: 0.9208 data_time: 0.0260 memory: 23477 grad_norm: 0.1011 recall@thr=0.5: 0.6095 prec@thr=0.5: 0.7647 recall@top3: 0.7353 prec@top3: 0.6928 recall@top5: 0.8886 prec@top5: 0.5098 loss_action_cls: 0.0598 loss: 0.0598 2022/08/07 15:27:24 - mmengine - INFO - Epoch(train) [4][1360/1441] lr: 1.5500e-01 eta: 6:07:06 time: 0.9217 data_time: 0.0297 memory: 23477 grad_norm: 0.0978 recall@thr=0.5: 0.7461 prec@thr=0.5: 0.8178 recall@top3: 0.8081 prec@top3: 0.5504 recall@top5: 0.8818 prec@top5: 0.3767 loss_action_cls: 0.0538 loss: 0.0538 2022/08/07 15:27:42 - mmengine - INFO - Epoch(train) [4][1380/1441] lr: 1.5500e-01 eta: 6:06:45 time: 0.9185 data_time: 0.0264 memory: 23477 grad_norm: 0.0964 recall@thr=0.5: 0.6579 prec@thr=0.5: 0.7895 recall@top3: 0.8026 prec@top3: 0.6316 recall@top5: 0.9539 prec@top5: 0.4579 loss_action_cls: 0.0574 loss: 0.0574 2022/08/07 15:28:01 - mmengine - INFO - Epoch(train) [4][1400/1441] lr: 1.5500e-01 eta: 6:06:24 time: 0.9323 data_time: 0.0333 memory: 23477 grad_norm: 0.0960 recall@thr=0.5: 0.7015 prec@thr=0.5: 0.7191 recall@top3: 0.8106 prec@top3: 0.6485 recall@top5: 0.8985 prec@top5: 0.4473 loss_action_cls: 0.0566 loss: 0.0566 2022/08/07 15:28:19 - mmengine - INFO - Epoch(train) [4][1420/1441] lr: 1.5500e-01 eta: 6:06:02 time: 0.9146 data_time: 0.0302 memory: 23477 grad_norm: 0.0949 recall@thr=0.5: 0.7468 prec@thr=0.5: 0.7943 recall@top3: 0.8589 prec@top3: 0.6454 recall@top5: 0.9574 prec@top5: 0.4426 loss_action_cls: 0.0535 loss: 0.0535 2022/08/07 15:28:37 - mmengine - INFO - Epoch(train) [4][1440/1441] lr: 1.5500e-01 eta: 6:05:39 time: 0.9010 data_time: 0.0238 memory: 23477 grad_norm: 0.1098 recall@thr=0.5: 0.7463 prec@thr=0.5: 0.7523 recall@top3: 0.8185 prec@top3: 0.5556 recall@top5: 0.8778 prec@top5: 0.3778 loss_action_cls: 0.0564 loss: 0.0564 2022/08/07 15:28:38 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 15:28:38 - mmengine - INFO - Epoch(train) [4][1441/1441] lr: 1.5500e-01 eta: 6:05:39 time: 0.8878 data_time: 0.0239 memory: 12197 grad_norm: 0.1114 recall@thr=0.5: 0.7540 prec@thr=0.5: 0.8294 recall@top3: 0.8373 prec@top3: 0.7143 recall@top5: 0.9524 prec@top5: 0.4952 loss_action_cls: 0.0553 loss: 0.0553 2022/08/07 15:28:38 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/08/07 15:28:45 - mmengine - INFO - Epoch(val) [4][20/6282] eta: 0:05:08 time: 0.0493 data_time: 0.0039 memory: 1084 2022/08/07 15:28:46 - mmengine - INFO - Epoch(val) [4][40/6282] eta: 0:04:45 time: 0.0458 data_time: 0.0017 memory: 1084 2022/08/07 15:28:46 - mmengine - INFO - Epoch(val) [4][60/6282] eta: 0:04:49 time: 0.0465 data_time: 0.0021 memory: 1084 2022/08/07 15:28:47 - mmengine - INFO - Epoch(val) [4][80/6282] eta: 0:04:43 time: 0.0457 data_time: 0.0020 memory: 1084 2022/08/07 15:28:48 - mmengine - INFO - Epoch(val) [4][100/6282] eta: 0:04:38 time: 0.0451 data_time: 0.0017 memory: 1084 2022/08/07 15:28:49 - mmengine - INFO - Epoch(val) [4][120/6282] eta: 0:05:44 time: 0.0560 data_time: 0.0024 memory: 1155 2022/08/07 15:28:51 - mmengine - INFO - Epoch(val) [4][140/6282] eta: 0:06:37 time: 0.0647 data_time: 0.0029 memory: 1155 2022/08/07 15:28:52 - mmengine - INFO - Epoch(val) [4][160/6282] eta: 0:05:46 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 15:28:53 - mmengine - INFO - Epoch(val) [4][180/6282] eta: 0:05:59 time: 0.0590 data_time: 0.0019 memory: 1155 2022/08/07 15:28:54 - mmengine - INFO - Epoch(val) [4][200/6282] eta: 0:05:46 time: 0.0569 data_time: 0.0021 memory: 1155 2022/08/07 15:28:55 - mmengine - INFO - Epoch(val) [4][220/6282] eta: 0:05:03 time: 0.0500 data_time: 0.0022 memory: 1097 2022/08/07 15:28:56 - mmengine - INFO - Epoch(val) [4][240/6282] eta: 0:04:56 time: 0.0490 data_time: 0.0018 memory: 1097 2022/08/07 15:28:57 - mmengine - INFO - Epoch(val) [4][260/6282] eta: 0:06:10 time: 0.0615 data_time: 0.0028 memory: 1097 2022/08/07 15:28:58 - mmengine - INFO - Epoch(val) [4][280/6282] eta: 0:04:57 time: 0.0495 data_time: 0.0019 memory: 1097 2022/08/07 15:28:59 - mmengine - INFO - Epoch(val) [4][300/6282] eta: 0:05:16 time: 0.0529 data_time: 0.0019 memory: 1155 2022/08/07 15:29:01 - mmengine - INFO - Epoch(val) [4][320/6282] eta: 0:06:04 time: 0.0611 data_time: 0.0021 memory: 1155 2022/08/07 15:29:02 - mmengine - INFO - Epoch(val) [4][340/6282] eta: 0:05:47 time: 0.0584 data_time: 0.0018 memory: 1155 2022/08/07 15:29:03 - mmengine - INFO - Epoch(val) [4][360/6282] eta: 0:05:45 time: 0.0584 data_time: 0.0020 memory: 1155 2022/08/07 15:29:04 - mmengine - INFO - Epoch(val) [4][380/6282] eta: 0:05:35 time: 0.0569 data_time: 0.0018 memory: 1155 2022/08/07 15:29:05 - mmengine - INFO - Epoch(val) [4][400/6282] eta: 0:05:31 time: 0.0564 data_time: 0.0021 memory: 1155 2022/08/07 15:29:06 - mmengine - INFO - Epoch(val) [4][420/6282] eta: 0:04:42 time: 0.0482 data_time: 0.0020 memory: 1101 2022/08/07 15:29:07 - mmengine - INFO - Epoch(val) [4][440/6282] eta: 0:04:52 time: 0.0501 data_time: 0.0023 memory: 1101 2022/08/07 15:29:08 - mmengine - INFO - Epoch(val) [4][460/6282] eta: 0:04:36 time: 0.0474 data_time: 0.0017 memory: 1101 2022/08/07 15:29:09 - mmengine - INFO - Epoch(val) [4][480/6282] eta: 0:04:35 time: 0.0475 data_time: 0.0019 memory: 1101 2022/08/07 15:29:10 - mmengine - INFO - Epoch(val) [4][500/6282] eta: 0:04:41 time: 0.0487 data_time: 0.0021 memory: 1101 2022/08/07 15:29:11 - mmengine - INFO - Epoch(val) [4][520/6282] eta: 0:04:33 time: 0.0474 data_time: 0.0017 memory: 1097 2022/08/07 15:29:12 - mmengine - INFO - Epoch(val) [4][540/6282] eta: 0:04:21 time: 0.0456 data_time: 0.0017 memory: 1097 2022/08/07 15:29:13 - mmengine - INFO - Epoch(val) [4][560/6282] eta: 0:04:29 time: 0.0470 data_time: 0.0017 memory: 1097 2022/08/07 15:29:14 - mmengine - INFO - Epoch(val) [4][580/6282] eta: 0:04:39 time: 0.0490 data_time: 0.0019 memory: 1097 2022/08/07 15:29:15 - mmengine - INFO - Epoch(val) [4][600/6282] eta: 0:05:17 time: 0.0559 data_time: 0.0040 memory: 1097 2022/08/07 15:29:16 - mmengine - INFO - Epoch(val) [4][620/6282] eta: 0:05:01 time: 0.0532 data_time: 0.0022 memory: 1097 2022/08/07 15:29:18 - mmengine - INFO - Epoch(val) [4][640/6282] eta: 0:07:00 time: 0.0746 data_time: 0.0039 memory: 1094 2022/08/07 15:29:19 - mmengine - INFO - Epoch(val) [4][660/6282] eta: 0:04:53 time: 0.0522 data_time: 0.0023 memory: 1094 2022/08/07 15:29:20 - mmengine - INFO - Epoch(val) [4][680/6282] eta: 0:04:59 time: 0.0534 data_time: 0.0026 memory: 1094 2022/08/07 15:29:21 - mmengine - INFO - Epoch(val) [4][700/6282] eta: 0:04:38 time: 0.0499 data_time: 0.0024 memory: 1094 2022/08/07 15:29:22 - mmengine - INFO - Epoch(val) [4][720/6282] eta: 0:05:15 time: 0.0567 data_time: 0.0019 memory: 1155 2022/08/07 15:29:23 - mmengine - INFO - Epoch(val) [4][740/6282] eta: 0:05:30 time: 0.0596 data_time: 0.0024 memory: 1155 2022/08/07 15:29:24 - mmengine - INFO - Epoch(val) [4][760/6282] eta: 0:05:24 time: 0.0588 data_time: 0.0020 memory: 1155 2022/08/07 15:29:25 - mmengine - INFO - Epoch(val) [4][780/6282] eta: 0:05:17 time: 0.0576 data_time: 0.0020 memory: 1155 2022/08/07 15:29:27 - mmengine - INFO - Epoch(val) [4][800/6282] eta: 0:05:29 time: 0.0602 data_time: 0.0019 memory: 1155 2022/08/07 15:29:28 - mmengine - INFO - Epoch(val) [4][820/6282] eta: 0:04:48 time: 0.0528 data_time: 0.0024 memory: 1155 2022/08/07 15:29:29 - mmengine - INFO - Epoch(val) [4][840/6282] eta: 0:04:21 time: 0.0480 data_time: 0.0020 memory: 1097 2022/08/07 15:29:30 - mmengine - INFO - Epoch(val) [4][860/6282] eta: 0:04:19 time: 0.0479 data_time: 0.0017 memory: 1097 2022/08/07 15:29:31 - mmengine - INFO - Epoch(val) [4][880/6282] eta: 0:04:21 time: 0.0483 data_time: 0.0017 memory: 1097 2022/08/07 15:29:31 - mmengine - INFO - Epoch(val) [4][900/6282] eta: 0:04:13 time: 0.0471 data_time: 0.0020 memory: 1097 2022/08/07 15:29:32 - mmengine - INFO - Epoch(val) [4][920/6282] eta: 0:04:17 time: 0.0480 data_time: 0.0015 memory: 1097 2022/08/07 15:29:33 - mmengine - INFO - Epoch(val) [4][940/6282] eta: 0:04:08 time: 0.0466 data_time: 0.0018 memory: 1084 2022/08/07 15:29:34 - mmengine - INFO - Epoch(val) [4][960/6282] eta: 0:04:12 time: 0.0474 data_time: 0.0023 memory: 1084 2022/08/07 15:29:35 - mmengine - INFO - Epoch(val) [4][980/6282] eta: 0:04:07 time: 0.0467 data_time: 0.0018 memory: 1084 2022/08/07 15:29:36 - mmengine - INFO - Epoch(val) [4][1000/6282] eta: 0:04:02 time: 0.0459 data_time: 0.0018 memory: 1084 2022/08/07 15:29:38 - mmengine - INFO - Epoch(val) [4][1020/6282] eta: 0:06:34 time: 0.0751 data_time: 0.0022 memory: 1097 2022/08/07 15:29:39 - mmengine - INFO - Epoch(val) [4][1040/6282] eta: 0:04:09 time: 0.0477 data_time: 0.0020 memory: 1097 2022/08/07 15:29:40 - mmengine - INFO - Epoch(val) [4][1060/6282] eta: 0:04:05 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 15:29:41 - mmengine - INFO - Epoch(val) [4][1080/6282] eta: 0:04:09 time: 0.0480 data_time: 0.0019 memory: 1097 2022/08/07 15:29:42 - mmengine - INFO - Epoch(val) [4][1100/6282] eta: 0:04:30 time: 0.0522 data_time: 0.0025 memory: 1097 2022/08/07 15:29:43 - mmengine - INFO - Epoch(val) [4][1120/6282] eta: 0:04:34 time: 0.0532 data_time: 0.0027 memory: 1097 2022/08/07 15:29:44 - mmengine - INFO - Epoch(val) [4][1140/6282] eta: 0:04:39 time: 0.0544 data_time: 0.0023 memory: 1097 2022/08/07 15:29:45 - mmengine - INFO - Epoch(val) [4][1160/6282] eta: 0:04:31 time: 0.0531 data_time: 0.0025 memory: 1097 2022/08/07 15:29:46 - mmengine - INFO - Epoch(val) [4][1180/6282] eta: 0:04:44 time: 0.0557 data_time: 0.0030 memory: 1097 2022/08/07 15:29:47 - mmengine - INFO - Epoch(val) [4][1200/6282] eta: 0:04:45 time: 0.0563 data_time: 0.0031 memory: 1097 2022/08/07 15:29:48 - mmengine - INFO - Epoch(val) [4][1220/6282] eta: 0:04:44 time: 0.0561 data_time: 0.0040 memory: 1097 2022/08/07 15:29:49 - mmengine - INFO - Epoch(val) [4][1240/6282] eta: 0:05:14 time: 0.0623 data_time: 0.0029 memory: 1155 2022/08/07 15:29:51 - mmengine - INFO - Epoch(val) [4][1260/6282] eta: 0:05:16 time: 0.0630 data_time: 0.0028 memory: 1155 2022/08/07 15:29:52 - mmengine - INFO - Epoch(val) [4][1280/6282] eta: 0:05:13 time: 0.0627 data_time: 0.0033 memory: 1155 2022/08/07 15:29:53 - mmengine - INFO - Epoch(val) [4][1300/6282] eta: 0:05:13 time: 0.0629 data_time: 0.0025 memory: 1155 2022/08/07 15:29:54 - mmengine - INFO - Epoch(val) [4][1320/6282] eta: 0:04:53 time: 0.0591 data_time: 0.0026 memory: 1155 2022/08/07 15:29:56 - mmengine - INFO - Epoch(val) [4][1340/6282] eta: 0:04:34 time: 0.0556 data_time: 0.0018 memory: 1155 2022/08/07 15:29:57 - mmengine - INFO - Epoch(val) [4][1360/6282] eta: 0:04:35 time: 0.0560 data_time: 0.0017 memory: 1155 2022/08/07 15:29:58 - mmengine - INFO - Epoch(val) [4][1380/6282] eta: 0:05:52 time: 0.0718 data_time: 0.0029 memory: 1155 2022/08/07 15:29:59 - mmengine - INFO - Epoch(val) [4][1400/6282] eta: 0:04:32 time: 0.0559 data_time: 0.0020 memory: 1155 2022/08/07 15:30:00 - mmengine - INFO - Epoch(val) [4][1420/6282] eta: 0:04:34 time: 0.0565 data_time: 0.0021 memory: 1155 2022/08/07 15:30:02 - mmengine - INFO - Epoch(val) [4][1440/6282] eta: 0:04:43 time: 0.0586 data_time: 0.0019 memory: 1155 2022/08/07 15:30:03 - mmengine - INFO - Epoch(val) [4][1460/6282] eta: 0:04:37 time: 0.0576 data_time: 0.0024 memory: 1155 2022/08/07 15:30:04 - mmengine - INFO - Epoch(val) [4][1480/6282] eta: 0:04:37 time: 0.0578 data_time: 0.0018 memory: 1155 2022/08/07 15:30:05 - mmengine - INFO - Epoch(val) [4][1500/6282] eta: 0:04:37 time: 0.0580 data_time: 0.0018 memory: 1155 2022/08/07 15:30:06 - mmengine - INFO - Epoch(val) [4][1520/6282] eta: 0:04:36 time: 0.0582 data_time: 0.0018 memory: 1242 2022/08/07 15:30:08 - mmengine - INFO - Epoch(val) [4][1540/6282] eta: 0:05:30 time: 0.0696 data_time: 0.0022 memory: 1242 2022/08/07 15:30:09 - mmengine - INFO - Epoch(val) [4][1560/6282] eta: 0:05:35 time: 0.0712 data_time: 0.0029 memory: 1242 2022/08/07 15:30:10 - mmengine - INFO - Epoch(val) [4][1580/6282] eta: 0:05:31 time: 0.0705 data_time: 0.0022 memory: 1242 2022/08/07 15:30:12 - mmengine - INFO - Epoch(val) [4][1600/6282] eta: 0:05:26 time: 0.0697 data_time: 0.0022 memory: 1242 2022/08/07 15:30:13 - mmengine - INFO - Epoch(val) [4][1620/6282] eta: 0:05:30 time: 0.0708 data_time: 0.0021 memory: 1242 2022/08/07 15:30:14 - mmengine - INFO - Epoch(val) [4][1640/6282] eta: 0:04:13 time: 0.0546 data_time: 0.0017 memory: 1155 2022/08/07 15:30:15 - mmengine - INFO - Epoch(val) [4][1660/6282] eta: 0:04:11 time: 0.0545 data_time: 0.0017 memory: 1155 2022/08/07 15:30:17 - mmengine - INFO - Epoch(val) [4][1680/6282] eta: 0:04:13 time: 0.0552 data_time: 0.0018 memory: 1155 2022/08/07 15:30:18 - mmengine - INFO - Epoch(val) [4][1700/6282] eta: 0:05:12 time: 0.0682 data_time: 0.0063 memory: 1155 2022/08/07 15:30:19 - mmengine - INFO - Epoch(val) [4][1720/6282] eta: 0:04:26 time: 0.0585 data_time: 0.0026 memory: 1155 2022/08/07 15:30:20 - mmengine - INFO - Epoch(val) [4][1740/6282] eta: 0:04:27 time: 0.0589 data_time: 0.0022 memory: 1155 2022/08/07 15:30:21 - mmengine - INFO - Epoch(val) [4][1760/6282] eta: 0:04:41 time: 0.0623 data_time: 0.0021 memory: 1155 2022/08/07 15:30:23 - mmengine - INFO - Epoch(val) [4][1780/6282] eta: 0:04:32 time: 0.0605 data_time: 0.0023 memory: 1155 2022/08/07 15:30:24 - mmengine - INFO - Epoch(val) [4][1800/6282] eta: 0:04:39 time: 0.0623 data_time: 0.0027 memory: 1155 2022/08/07 15:30:25 - mmengine - INFO - Epoch(val) [4][1820/6282] eta: 0:04:17 time: 0.0576 data_time: 0.0020 memory: 1155 2022/08/07 15:30:26 - mmengine - INFO - Epoch(val) [4][1840/6282] eta: 0:04:08 time: 0.0560 data_time: 0.0019 memory: 1155 2022/08/07 15:30:28 - mmengine - INFO - Epoch(val) [4][1860/6282] eta: 0:04:43 time: 0.0641 data_time: 0.0026 memory: 1155 2022/08/07 15:30:29 - mmengine - INFO - Epoch(val) [4][1880/6282] eta: 0:04:22 time: 0.0597 data_time: 0.0026 memory: 1155 2022/08/07 15:30:30 - mmengine - INFO - Epoch(val) [4][1900/6282] eta: 0:04:18 time: 0.0589 data_time: 0.0021 memory: 1155 2022/08/07 15:30:31 - mmengine - INFO - Epoch(val) [4][1920/6282] eta: 0:04:17 time: 0.0591 data_time: 0.0021 memory: 1155 2022/08/07 15:30:32 - mmengine - INFO - Epoch(val) [4][1940/6282] eta: 0:04:03 time: 0.0561 data_time: 0.0019 memory: 1155 2022/08/07 15:30:33 - mmengine - INFO - Epoch(val) [4][1960/6282] eta: 0:03:25 time: 0.0476 data_time: 0.0021 memory: 1101 2022/08/07 15:30:34 - mmengine - INFO - Epoch(val) [4][1980/6282] eta: 0:03:26 time: 0.0480 data_time: 0.0018 memory: 1101 2022/08/07 15:30:35 - mmengine - INFO - Epoch(val) [4][2000/6282] eta: 0:03:23 time: 0.0474 data_time: 0.0018 memory: 1101 2022/08/07 15:30:36 - mmengine - INFO - Epoch(val) [4][2020/6282] eta: 0:03:22 time: 0.0475 data_time: 0.0018 memory: 1101 2022/08/07 15:30:37 - mmengine - INFO - Epoch(val) [4][2040/6282] eta: 0:05:11 time: 0.0734 data_time: 0.0023 memory: 1101 2022/08/07 15:30:38 - mmengine - INFO - Epoch(val) [4][2060/6282] eta: 0:03:23 time: 0.0482 data_time: 0.0023 memory: 1101 2022/08/07 15:30:39 - mmengine - INFO - Epoch(val) [4][2080/6282] eta: 0:03:14 time: 0.0462 data_time: 0.0018 memory: 1101 2022/08/07 15:30:40 - mmengine - INFO - Epoch(val) [4][2100/6282] eta: 0:03:24 time: 0.0488 data_time: 0.0018 memory: 1101 2022/08/07 15:30:41 - mmengine - INFO - Epoch(val) [4][2120/6282] eta: 0:03:26 time: 0.0497 data_time: 0.0020 memory: 1101 2022/08/07 15:30:42 - mmengine - INFO - Epoch(val) [4][2140/6282] eta: 0:03:12 time: 0.0464 data_time: 0.0016 memory: 1101 2022/08/07 15:30:43 - mmengine - INFO - Epoch(val) [4][2160/6282] eta: 0:03:11 time: 0.0465 data_time: 0.0020 memory: 1097 2022/08/07 15:30:44 - mmengine - INFO - Epoch(val) [4][2180/6282] eta: 0:03:12 time: 0.0468 data_time: 0.0017 memory: 1097 2022/08/07 15:30:45 - mmengine - INFO - Epoch(val) [4][2200/6282] eta: 0:03:14 time: 0.0476 data_time: 0.0018 memory: 1097 2022/08/07 15:30:46 - mmengine - INFO - Epoch(val) [4][2220/6282] eta: 0:03:16 time: 0.0483 data_time: 0.0018 memory: 1097 2022/08/07 15:30:47 - mmengine - INFO - Epoch(val) [4][2240/6282] eta: 0:03:23 time: 0.0503 data_time: 0.0022 memory: 1097 2022/08/07 15:30:48 - mmengine - INFO - Epoch(val) [4][2260/6282] eta: 0:03:11 time: 0.0477 data_time: 0.0018 memory: 1101 2022/08/07 15:30:49 - mmengine - INFO - Epoch(val) [4][2280/6282] eta: 0:03:07 time: 0.0469 data_time: 0.0017 memory: 1101 2022/08/07 15:30:50 - mmengine - INFO - Epoch(val) [4][2300/6282] eta: 0:03:15 time: 0.0491 data_time: 0.0019 memory: 1101 2022/08/07 15:30:51 - mmengine - INFO - Epoch(val) [4][2320/6282] eta: 0:03:23 time: 0.0513 data_time: 0.0029 memory: 1101 2022/08/07 15:30:52 - mmengine - INFO - Epoch(val) [4][2340/6282] eta: 0:03:16 time: 0.0499 data_time: 0.0018 memory: 1101 2022/08/07 15:30:53 - mmengine - INFO - Epoch(val) [4][2360/6282] eta: 0:03:11 time: 0.0489 data_time: 0.0019 memory: 1097 2022/08/07 15:30:54 - mmengine - INFO - Epoch(val) [4][2380/6282] eta: 0:03:15 time: 0.0501 data_time: 0.0019 memory: 1097 2022/08/07 15:30:55 - mmengine - INFO - Epoch(val) [4][2400/6282] eta: 0:03:14 time: 0.0502 data_time: 0.0021 memory: 1097 2022/08/07 15:30:56 - mmengine - INFO - Epoch(val) [4][2420/6282] eta: 0:03:18 time: 0.0513 data_time: 0.0020 memory: 1097 2022/08/07 15:30:58 - mmengine - INFO - Epoch(val) [4][2440/6282] eta: 0:04:52 time: 0.0761 data_time: 0.0029 memory: 1097 2022/08/07 15:30:59 - mmengine - INFO - Epoch(val) [4][2460/6282] eta: 0:03:55 time: 0.0616 data_time: 0.0024 memory: 1155 2022/08/07 15:31:00 - mmengine - INFO - Epoch(val) [4][2480/6282] eta: 0:03:56 time: 0.0622 data_time: 0.0030 memory: 1155 2022/08/07 15:31:01 - mmengine - INFO - Epoch(val) [4][2500/6282] eta: 0:04:03 time: 0.0645 data_time: 0.0030 memory: 1155 2022/08/07 15:31:03 - mmengine - INFO - Epoch(val) [4][2520/6282] eta: 0:03:52 time: 0.0617 data_time: 0.0024 memory: 1155 2022/08/07 15:31:04 - mmengine - INFO - Epoch(val) [4][2540/6282] eta: 0:03:34 time: 0.0574 data_time: 0.0023 memory: 1155 2022/08/07 15:31:05 - mmengine - INFO - Epoch(val) [4][2560/6282] eta: 0:03:34 time: 0.0575 data_time: 0.0019 memory: 1155 2022/08/07 15:31:06 - mmengine - INFO - Epoch(val) [4][2580/6282] eta: 0:03:37 time: 0.0587 data_time: 0.0018 memory: 1155 2022/08/07 15:31:07 - mmengine - INFO - Epoch(val) [4][2600/6282] eta: 0:03:43 time: 0.0608 data_time: 0.0023 memory: 1155 2022/08/07 15:31:08 - mmengine - INFO - Epoch(val) [4][2620/6282] eta: 0:03:31 time: 0.0577 data_time: 0.0020 memory: 1155 2022/08/07 15:31:10 - mmengine - INFO - Epoch(val) [4][2640/6282] eta: 0:03:29 time: 0.0574 data_time: 0.0017 memory: 1155 2022/08/07 15:31:11 - mmengine - INFO - Epoch(val) [4][2660/6282] eta: 0:04:28 time: 0.0742 data_time: 0.0029 memory: 1234 2022/08/07 15:31:12 - mmengine - INFO - Epoch(val) [4][2680/6282] eta: 0:04:19 time: 0.0722 data_time: 0.0032 memory: 1234 2022/08/07 15:31:14 - mmengine - INFO - Epoch(val) [4][2700/6282] eta: 0:04:30 time: 0.0755 data_time: 0.0030 memory: 1234 2022/08/07 15:31:15 - mmengine - INFO - Epoch(val) [4][2720/6282] eta: 0:04:20 time: 0.0732 data_time: 0.0027 memory: 1234 2022/08/07 15:31:17 - mmengine - INFO - Epoch(val) [4][2740/6282] eta: 0:05:32 time: 0.0938 data_time: 0.0026 memory: 1234 2022/08/07 15:31:18 - mmengine - INFO - Epoch(val) [4][2760/6282] eta: 0:03:16 time: 0.0559 data_time: 0.0023 memory: 1101 2022/08/07 15:31:19 - mmengine - INFO - Epoch(val) [4][2780/6282] eta: 0:02:48 time: 0.0481 data_time: 0.0017 memory: 1101 2022/08/07 15:31:20 - mmengine - INFO - Epoch(val) [4][2800/6282] eta: 0:02:49 time: 0.0488 data_time: 0.0021 memory: 1101 2022/08/07 15:31:21 - mmengine - INFO - Epoch(val) [4][2820/6282] eta: 0:02:43 time: 0.0474 data_time: 0.0018 memory: 1101 2022/08/07 15:31:22 - mmengine - INFO - Epoch(val) [4][2840/6282] eta: 0:02:44 time: 0.0477 data_time: 0.0020 memory: 1101 2022/08/07 15:31:23 - mmengine - INFO - Epoch(val) [4][2860/6282] eta: 0:03:06 time: 0.0546 data_time: 0.0020 memory: 1155 2022/08/07 15:31:25 - mmengine - INFO - Epoch(val) [4][2880/6282] eta: 0:03:09 time: 0.0556 data_time: 0.0017 memory: 1155 2022/08/07 15:31:26 - mmengine - INFO - Epoch(val) [4][2900/6282] eta: 0:03:05 time: 0.0548 data_time: 0.0016 memory: 1155 2022/08/07 15:31:27 - mmengine - INFO - Epoch(val) [4][2920/6282] eta: 0:02:53 time: 0.0517 data_time: 0.0017 memory: 1155 2022/08/07 15:31:28 - mmengine - INFO - Epoch(val) [4][2940/6282] eta: 0:02:48 time: 0.0505 data_time: 0.0019 memory: 1125 2022/08/07 15:31:29 - mmengine - INFO - Epoch(val) [4][2960/6282] eta: 0:02:46 time: 0.0502 data_time: 0.0018 memory: 1125 2022/08/07 15:31:30 - mmengine - INFO - Epoch(val) [4][2980/6282] eta: 0:02:46 time: 0.0504 data_time: 0.0021 memory: 1125 2022/08/07 15:31:31 - mmengine - INFO - Epoch(val) [4][3000/6282] eta: 0:02:37 time: 0.0479 data_time: 0.0017 memory: 1125 2022/08/07 15:31:32 - mmengine - INFO - Epoch(val) [4][3020/6282] eta: 0:03:10 time: 0.0583 data_time: 0.0018 memory: 1155 2022/08/07 15:31:33 - mmengine - INFO - Epoch(val) [4][3040/6282] eta: 0:03:08 time: 0.0581 data_time: 0.0020 memory: 1155 2022/08/07 15:31:34 - mmengine - INFO - Epoch(val) [4][3060/6282] eta: 0:03:12 time: 0.0598 data_time: 0.0020 memory: 1155 2022/08/07 15:31:35 - mmengine - INFO - Epoch(val) [4][3080/6282] eta: 0:02:58 time: 0.0557 data_time: 0.0019 memory: 1155 2022/08/07 15:31:36 - mmengine - INFO - Epoch(val) [4][3100/6282] eta: 0:02:46 time: 0.0525 data_time: 0.0017 memory: 1155 2022/08/07 15:31:38 - mmengine - INFO - Epoch(val) [4][3120/6282] eta: 0:03:54 time: 0.0742 data_time: 0.0041 memory: 1101 2022/08/07 15:31:39 - mmengine - INFO - Epoch(val) [4][3140/6282] eta: 0:02:34 time: 0.0492 data_time: 0.0017 memory: 1101 2022/08/07 15:31:40 - mmengine - INFO - Epoch(val) [4][3160/6282] eta: 0:02:29 time: 0.0479 data_time: 0.0016 memory: 1101 2022/08/07 15:31:41 - mmengine - INFO - Epoch(val) [4][3180/6282] eta: 0:02:27 time: 0.0477 data_time: 0.0017 memory: 1101 2022/08/07 15:31:42 - mmengine - INFO - Epoch(val) [4][3200/6282] eta: 0:02:44 time: 0.0533 data_time: 0.0016 memory: 1155 2022/08/07 15:31:43 - mmengine - INFO - Epoch(val) [4][3220/6282] eta: 0:02:48 time: 0.0549 data_time: 0.0018 memory: 1155 2022/08/07 15:31:44 - mmengine - INFO - Epoch(val) [4][3240/6282] eta: 0:02:46 time: 0.0546 data_time: 0.0018 memory: 1155 2022/08/07 15:31:45 - mmengine - INFO - Epoch(val) [4][3260/6282] eta: 0:02:54 time: 0.0576 data_time: 0.0017 memory: 1155 2022/08/07 15:31:46 - mmengine - INFO - Epoch(val) [4][3280/6282] eta: 0:02:58 time: 0.0595 data_time: 0.0018 memory: 1155 2022/08/07 15:31:48 - mmengine - INFO - Epoch(val) [4][3300/6282] eta: 0:02:55 time: 0.0590 data_time: 0.0026 memory: 1155 2022/08/07 15:31:49 - mmengine - INFO - Epoch(val) [4][3320/6282] eta: 0:02:52 time: 0.0584 data_time: 0.0022 memory: 1155 2022/08/07 15:31:50 - mmengine - INFO - Epoch(val) [4][3340/6282] eta: 0:02:49 time: 0.0577 data_time: 0.0020 memory: 1155 2022/08/07 15:31:51 - mmengine - INFO - Epoch(val) [4][3360/6282] eta: 0:02:50 time: 0.0582 data_time: 0.0018 memory: 1155 2022/08/07 15:31:52 - mmengine - INFO - Epoch(val) [4][3380/6282] eta: 0:02:35 time: 0.0537 data_time: 0.0018 memory: 1155 2022/08/07 15:31:53 - mmengine - INFO - Epoch(val) [4][3400/6282] eta: 0:02:12 time: 0.0458 data_time: 0.0017 memory: 1097 2022/08/07 15:31:54 - mmengine - INFO - Epoch(val) [4][3420/6282] eta: 0:02:15 time: 0.0473 data_time: 0.0018 memory: 1097 2022/08/07 15:31:55 - mmengine - INFO - Epoch(val) [4][3440/6282] eta: 0:02:15 time: 0.0478 data_time: 0.0020 memory: 1097 2022/08/07 15:31:56 - mmengine - INFO - Epoch(val) [4][3460/6282] eta: 0:02:16 time: 0.0483 data_time: 0.0017 memory: 1097 2022/08/07 15:31:57 - mmengine - INFO - Epoch(val) [4][3480/6282] eta: 0:02:16 time: 0.0487 data_time: 0.0017 memory: 1097 2022/08/07 15:31:58 - mmengine - INFO - Epoch(val) [4][3500/6282] eta: 0:03:26 time: 0.0742 data_time: 0.0017 memory: 1097 2022/08/07 15:31:59 - mmengine - INFO - Epoch(val) [4][3520/6282] eta: 0:02:12 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 15:32:00 - mmengine - INFO - Epoch(val) [4][3540/6282] eta: 0:02:23 time: 0.0524 data_time: 0.0026 memory: 1097 2022/08/07 15:32:01 - mmengine - INFO - Epoch(val) [4][3560/6282] eta: 0:02:15 time: 0.0496 data_time: 0.0017 memory: 1097 2022/08/07 15:32:02 - mmengine - INFO - Epoch(val) [4][3580/6282] eta: 0:02:21 time: 0.0523 data_time: 0.0019 memory: 1139 2022/08/07 15:32:03 - mmengine - INFO - Epoch(val) [4][3600/6282] eta: 0:02:21 time: 0.0528 data_time: 0.0019 memory: 1139 2022/08/07 15:32:05 - mmengine - INFO - Epoch(val) [4][3620/6282] eta: 0:02:20 time: 0.0527 data_time: 0.0019 memory: 1139 2022/08/07 15:32:06 - mmengine - INFO - Epoch(val) [4][3640/6282] eta: 0:02:19 time: 0.0528 data_time: 0.0021 memory: 1139 2022/08/07 15:32:07 - mmengine - INFO - Epoch(val) [4][3660/6282] eta: 0:02:20 time: 0.0534 data_time: 0.0023 memory: 1139 2022/08/07 15:32:08 - mmengine - INFO - Epoch(val) [4][3680/6282] eta: 0:02:22 time: 0.0548 data_time: 0.0020 memory: 1155 2022/08/07 15:32:09 - mmengine - INFO - Epoch(val) [4][3700/6282] eta: 0:02:25 time: 0.0564 data_time: 0.0022 memory: 1155 2022/08/07 15:32:10 - mmengine - INFO - Epoch(val) [4][3720/6282] eta: 0:02:26 time: 0.0573 data_time: 0.0020 memory: 1155 2022/08/07 15:32:11 - mmengine - INFO - Epoch(val) [4][3740/6282] eta: 0:02:27 time: 0.0580 data_time: 0.0023 memory: 1155 2022/08/07 15:32:12 - mmengine - INFO - Epoch(val) [4][3760/6282] eta: 0:02:21 time: 0.0559 data_time: 0.0020 memory: 1155 2022/08/07 15:32:14 - mmengine - INFO - Epoch(val) [4][3780/6282] eta: 0:02:28 time: 0.0592 data_time: 0.0020 memory: 1155 2022/08/07 15:32:15 - mmengine - INFO - Epoch(val) [4][3800/6282] eta: 0:02:22 time: 0.0574 data_time: 0.0020 memory: 1155 2022/08/07 15:32:16 - mmengine - INFO - Epoch(val) [4][3820/6282] eta: 0:02:16 time: 0.0555 data_time: 0.0019 memory: 1155 2022/08/07 15:32:17 - mmengine - INFO - Epoch(val) [4][3840/6282] eta: 0:02:15 time: 0.0556 data_time: 0.0019 memory: 1155 2022/08/07 15:32:19 - mmengine - INFO - Epoch(val) [4][3860/6282] eta: 0:03:19 time: 0.0824 data_time: 0.0023 memory: 1155 2022/08/07 15:32:20 - mmengine - INFO - Epoch(val) [4][3880/6282] eta: 0:02:12 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 15:32:21 - mmengine - INFO - Epoch(val) [4][3900/6282] eta: 0:02:09 time: 0.0545 data_time: 0.0018 memory: 1155 2022/08/07 15:32:22 - mmengine - INFO - Epoch(val) [4][3920/6282] eta: 0:02:14 time: 0.0568 data_time: 0.0017 memory: 1155 2022/08/07 15:32:23 - mmengine - INFO - Epoch(val) [4][3940/6282] eta: 0:02:12 time: 0.0566 data_time: 0.0017 memory: 1155 2022/08/07 15:32:24 - mmengine - INFO - Epoch(val) [4][3960/6282] eta: 0:02:08 time: 0.0555 data_time: 0.0017 memory: 1155 2022/08/07 15:32:25 - mmengine - INFO - Epoch(val) [4][3980/6282] eta: 0:02:07 time: 0.0556 data_time: 0.0017 memory: 1155 2022/08/07 15:32:26 - mmengine - INFO - Epoch(val) [4][4000/6282] eta: 0:02:05 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 15:32:28 - mmengine - INFO - Epoch(val) [4][4020/6282] eta: 0:02:13 time: 0.0590 data_time: 0.0024 memory: 1155 2022/08/07 15:32:29 - mmengine - INFO - Epoch(val) [4][4040/6282] eta: 0:02:14 time: 0.0599 data_time: 0.0020 memory: 1234 2022/08/07 15:32:30 - mmengine - INFO - Epoch(val) [4][4060/6282] eta: 0:02:41 time: 0.0728 data_time: 0.0025 memory: 1234 2022/08/07 15:32:32 - mmengine - INFO - Epoch(val) [4][4080/6282] eta: 0:02:35 time: 0.0706 data_time: 0.0026 memory: 1234 2022/08/07 15:32:33 - mmengine - INFO - Epoch(val) [4][4100/6282] eta: 0:02:36 time: 0.0718 data_time: 0.0025 memory: 1234 2022/08/07 15:32:35 - mmengine - INFO - Epoch(val) [4][4120/6282] eta: 0:02:36 time: 0.0723 data_time: 0.0037 memory: 1234 2022/08/07 15:32:36 - mmengine - INFO - Epoch(val) [4][4140/6282] eta: 0:02:12 time: 0.0617 data_time: 0.0021 memory: 1234 2022/08/07 15:32:37 - mmengine - INFO - Epoch(val) [4][4160/6282] eta: 0:01:41 time: 0.0476 data_time: 0.0017 memory: 1097 2022/08/07 15:32:38 - mmengine - INFO - Epoch(val) [4][4180/6282] eta: 0:02:32 time: 0.0726 data_time: 0.0021 memory: 1097 2022/08/07 15:32:39 - mmengine - INFO - Epoch(val) [4][4200/6282] eta: 0:01:39 time: 0.0476 data_time: 0.0020 memory: 1097 2022/08/07 15:32:40 - mmengine - INFO - Epoch(val) [4][4220/6282] eta: 0:01:38 time: 0.0478 data_time: 0.0018 memory: 1097 2022/08/07 15:32:41 - mmengine - INFO - Epoch(val) [4][4240/6282] eta: 0:01:37 time: 0.0477 data_time: 0.0017 memory: 1097 2022/08/07 15:32:42 - mmengine - INFO - Epoch(val) [4][4260/6282] eta: 0:01:37 time: 0.0484 data_time: 0.0017 memory: 1096 2022/08/07 15:32:43 - mmengine - INFO - Epoch(val) [4][4280/6282] eta: 0:01:36 time: 0.0484 data_time: 0.0018 memory: 1096 2022/08/07 15:32:44 - mmengine - INFO - Epoch(val) [4][4300/6282] eta: 0:01:32 time: 0.0468 data_time: 0.0016 memory: 1096 2022/08/07 15:32:45 - mmengine - INFO - Epoch(val) [4][4320/6282] eta: 0:01:34 time: 0.0482 data_time: 0.0017 memory: 1096 2022/08/07 15:32:46 - mmengine - INFO - Epoch(val) [4][4340/6282] eta: 0:01:33 time: 0.0484 data_time: 0.0017 memory: 1096 2022/08/07 15:32:47 - mmengine - INFO - Epoch(val) [4][4360/6282] eta: 0:01:48 time: 0.0565 data_time: 0.0018 memory: 1155 2022/08/07 15:32:48 - mmengine - INFO - Epoch(val) [4][4380/6282] eta: 0:01:49 time: 0.0578 data_time: 0.0021 memory: 1155 2022/08/07 15:32:49 - mmengine - INFO - Epoch(val) [4][4400/6282] eta: 0:01:48 time: 0.0578 data_time: 0.0018 memory: 1155 2022/08/07 15:32:50 - mmengine - INFO - Epoch(val) [4][4420/6282] eta: 0:01:47 time: 0.0580 data_time: 0.0020 memory: 1155 2022/08/07 15:32:52 - mmengine - INFO - Epoch(val) [4][4440/6282] eta: 0:01:48 time: 0.0591 data_time: 0.0024 memory: 1163 2022/08/07 15:32:53 - mmengine - INFO - Epoch(val) [4][4460/6282] eta: 0:01:49 time: 0.0598 data_time: 0.0020 memory: 1163 2022/08/07 15:32:54 - mmengine - INFO - Epoch(val) [4][4480/6282] eta: 0:01:43 time: 0.0573 data_time: 0.0020 memory: 1163 2022/08/07 15:32:55 - mmengine - INFO - Epoch(val) [4][4500/6282] eta: 0:01:38 time: 0.0554 data_time: 0.0018 memory: 1163 2022/08/07 15:32:56 - mmengine - INFO - Epoch(val) [4][4520/6282] eta: 0:01:34 time: 0.0534 data_time: 0.0018 memory: 1163 2022/08/07 15:32:58 - mmengine - INFO - Epoch(val) [4][4540/6282] eta: 0:02:07 time: 0.0733 data_time: 0.0017 memory: 1101 2022/08/07 15:32:59 - mmengine - INFO - Epoch(val) [4][4560/6282] eta: 0:01:25 time: 0.0496 data_time: 0.0023 memory: 1101 2022/08/07 15:33:00 - mmengine - INFO - Epoch(val) [4][4580/6282] eta: 0:01:22 time: 0.0485 data_time: 0.0019 memory: 1101 2022/08/07 15:33:01 - mmengine - INFO - Epoch(val) [4][4600/6282] eta: 0:01:20 time: 0.0478 data_time: 0.0019 memory: 1101 2022/08/07 15:33:01 - mmengine - INFO - Epoch(val) [4][4620/6282] eta: 0:01:18 time: 0.0475 data_time: 0.0018 memory: 1101 2022/08/07 15:33:03 - mmengine - INFO - Epoch(val) [4][4640/6282] eta: 0:01:38 time: 0.0599 data_time: 0.0020 memory: 1163 2022/08/07 15:33:04 - mmengine - INFO - Epoch(val) [4][4660/6282] eta: 0:01:36 time: 0.0595 data_time: 0.0023 memory: 1163 2022/08/07 15:33:05 - mmengine - INFO - Epoch(val) [4][4680/6282] eta: 0:01:30 time: 0.0563 data_time: 0.0019 memory: 1163 2022/08/07 15:33:06 - mmengine - INFO - Epoch(val) [4][4700/6282] eta: 0:01:27 time: 0.0551 data_time: 0.0018 memory: 1163 2022/08/07 15:33:07 - mmengine - INFO - Epoch(val) [4][4720/6282] eta: 0:01:26 time: 0.0557 data_time: 0.0020 memory: 1163 2022/08/07 15:33:08 - mmengine - INFO - Epoch(val) [4][4740/6282] eta: 0:01:17 time: 0.0503 data_time: 0.0017 memory: 1122 2022/08/07 15:33:09 - mmengine - INFO - Epoch(val) [4][4760/6282] eta: 0:01:15 time: 0.0497 data_time: 0.0020 memory: 1122 2022/08/07 15:33:10 - mmengine - INFO - Epoch(val) [4][4780/6282] eta: 0:01:15 time: 0.0500 data_time: 0.0017 memory: 1122 2022/08/07 15:33:11 - mmengine - INFO - Epoch(val) [4][4800/6282] eta: 0:01:14 time: 0.0504 data_time: 0.0020 memory: 1122 2022/08/07 15:33:12 - mmengine - INFO - Epoch(val) [4][4820/6282] eta: 0:01:16 time: 0.0520 data_time: 0.0018 memory: 1155 2022/08/07 15:33:13 - mmengine - INFO - Epoch(val) [4][4840/6282] eta: 0:01:19 time: 0.0553 data_time: 0.0017 memory: 1155 2022/08/07 15:33:15 - mmengine - INFO - Epoch(val) [4][4860/6282] eta: 0:01:18 time: 0.0551 data_time: 0.0018 memory: 1155 2022/08/07 15:33:16 - mmengine - INFO - Epoch(val) [4][4880/6282] eta: 0:01:21 time: 0.0579 data_time: 0.0018 memory: 1155 2022/08/07 15:33:17 - mmengine - INFO - Epoch(val) [4][4900/6282] eta: 0:01:21 time: 0.0589 data_time: 0.0018 memory: 1155 2022/08/07 15:33:18 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [4][5100/6282] eta: 0:00:56 time: 0.0475 data_time: 0.0020 memory: 1101 2022/08/07 15:33:29 - mmengine - INFO - Epoch(val) [4][5120/6282] eta: 0:00:56 time: 0.0483 data_time: 0.0019 memory: 1101 2022/08/07 15:33:30 - mmengine - INFO - Epoch(val) [4][5140/6282] eta: 0:00:53 time: 0.0473 data_time: 0.0019 memory: 1097 2022/08/07 15:33:31 - mmengine - INFO - Epoch(val) [4][5160/6282] eta: 0:00:51 time: 0.0463 data_time: 0.0018 memory: 1097 2022/08/07 15:33:32 - mmengine - INFO - Epoch(val) [4][5180/6282] eta: 0:00:52 time: 0.0474 data_time: 0.0018 memory: 1097 2022/08/07 15:33:33 - mmengine - INFO - Epoch(val) [4][5200/6282] eta: 0:00:53 time: 0.0491 data_time: 0.0022 memory: 1097 2022/08/07 15:33:34 - mmengine - INFO - Epoch(val) [4][5220/6282] eta: 0:00:50 time: 0.0471 data_time: 0.0018 memory: 1097 2022/08/07 15:33:35 - mmengine - INFO - Epoch(val) [4][5240/6282] eta: 0:00:48 time: 0.0463 data_time: 0.0018 memory: 1096 2022/08/07 15:33:36 - mmengine - INFO - Epoch(val) [4][5260/6282] eta: 0:00:48 time: 0.0472 data_time: 0.0021 memory: 1096 2022/08/07 15:33:37 - mmengine - INFO - Epoch(val) [4][5280/6282] eta: 0:00:46 time: 0.0466 data_time: 0.0019 memory: 1096 2022/08/07 15:33:38 - mmengine - INFO - Epoch(val) [4][5300/6282] eta: 0:01:14 time: 0.0758 data_time: 0.0043 memory: 1096 2022/08/07 15:33:39 - mmengine - INFO - Epoch(val) [4][5320/6282] eta: 0:00:44 time: 0.0465 data_time: 0.0017 memory: 1097 2022/08/07 15:33:40 - mmengine - INFO - Epoch(val) [4][5340/6282] eta: 0:00:43 time: 0.0461 data_time: 0.0017 memory: 1097 2022/08/07 15:33:41 - mmengine - INFO - Epoch(val) [4][5360/6282] eta: 0:00:44 time: 0.0480 data_time: 0.0021 memory: 1097 2022/08/07 15:33:42 - mmengine - INFO - Epoch(val) [4][5380/6282] eta: 0:00:42 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 15:33:43 - mmengine - INFO - Epoch(val) [4][5400/6282] eta: 0:00:41 time: 0.0473 data_time: 0.0019 memory: 1097 2022/08/07 15:33:44 - mmengine - INFO - Epoch(val) [4][5420/6282] eta: 0:00:41 time: 0.0479 data_time: 0.0022 memory: 1097 2022/08/07 15:33:45 - mmengine - INFO - Epoch(val) [4][5440/6282] eta: 0:00:39 time: 0.0473 data_time: 0.0019 memory: 1097 2022/08/07 15:33:46 - mmengine - INFO - Epoch(val) [4][5460/6282] eta: 0:00:39 time: 0.0475 data_time: 0.0018 memory: 1097 2022/08/07 15:33:47 - mmengine - INFO - Epoch(val) [4][5480/6282] eta: 0:00:39 time: 0.0492 data_time: 0.0019 memory: 1097 2022/08/07 15:33:48 - mmengine - INFO - Epoch(val) [4][5500/6282] eta: 0:00:37 time: 0.0485 data_time: 0.0018 memory: 1097 2022/08/07 15:33:49 - mmengine - INFO - Epoch(val) [4][5520/6282] eta: 0:00:36 time: 0.0477 data_time: 0.0018 memory: 1118 2022/08/07 15:33:49 - mmengine - INFO - Epoch(val) [4][5540/6282] eta: 0:00:35 time: 0.0477 data_time: 0.0016 memory: 1118 2022/08/07 15:33:50 - mmengine - INFO - Epoch(val) [4][5560/6282] eta: 0:00:35 time: 0.0485 data_time: 0.0019 memory: 1118 2022/08/07 15:33:51 - mmengine - INFO - Epoch(val) [4][5580/6282] eta: 0:00:33 time: 0.0478 data_time: 0.0017 memory: 1118 2022/08/07 15:33:52 - mmengine - INFO - Epoch(val) [4][5600/6282] eta: 0:00:33 time: 0.0485 data_time: 0.0019 memory: 1118 2022/08/07 15:33:53 - mmengine - INFO - Epoch(val) [4][5620/6282] eta: 0:00:32 time: 0.0494 data_time: 0.0031 memory: 1118 2022/08/07 15:33:54 - mmengine - INFO - Epoch(val) [4][5640/6282] eta: 0:00:31 time: 0.0489 data_time: 0.0021 memory: 1097 2022/08/07 15:33:55 - mmengine - INFO - Epoch(val) [4][5660/6282] eta: 0:00:29 time: 0.0472 data_time: 0.0021 memory: 1097 2022/08/07 15:33:56 - mmengine - INFO - Epoch(val) [4][5680/6282] eta: 0:00:28 time: 0.0477 data_time: 0.0018 memory: 1097 2022/08/07 15:33:58 - mmengine - INFO - Epoch(val) [4][5700/6282] eta: 0:00:42 time: 0.0724 data_time: 0.0024 memory: 1097 2022/08/07 15:33:59 - mmengine - INFO - Epoch(val) [4][5720/6282] eta: 0:00:28 time: 0.0507 data_time: 0.0027 memory: 1130 2022/08/07 15:34:00 - mmengine - INFO - Epoch(val) [4][5740/6282] eta: 0:00:26 time: 0.0492 data_time: 0.0018 memory: 1130 2022/08/07 15:34:01 - mmengine - INFO - Epoch(val) [4][5760/6282] eta: 0:00:25 time: 0.0492 data_time: 0.0017 memory: 1130 2022/08/07 15:34:02 - mmengine - INFO - Epoch(val) [4][5780/6282] eta: 0:00:24 time: 0.0496 data_time: 0.0017 memory: 1130 2022/08/07 15:34:03 - mmengine - INFO - Epoch(val) [4][5800/6282] eta: 0:00:23 time: 0.0488 data_time: 0.0016 memory: 1130 2022/08/07 15:34:04 - mmengine - INFO - Epoch(val) [4][5820/6282] eta: 0:00:23 time: 0.0500 data_time: 0.0018 memory: 1130 2022/08/07 15:34:05 - mmengine - INFO - Epoch(val) [4][5840/6282] eta: 0:00:21 time: 0.0487 data_time: 0.0019 memory: 1118 2022/08/07 15:34:06 - mmengine - INFO - Epoch(val) [4][5860/6282] eta: 0:00:21 time: 0.0501 data_time: 0.0016 memory: 1118 2022/08/07 15:34:07 - mmengine - INFO - Epoch(val) [4][5880/6282] eta: 0:00:19 time: 0.0497 data_time: 0.0019 memory: 1118 2022/08/07 15:34:08 - mmengine - INFO - Epoch(val) [4][5900/6282] eta: 0:00:19 time: 0.0505 data_time: 0.0018 memory: 1118 2022/08/07 15:34:09 - mmengine - INFO - Epoch(val) [4][5920/6282] eta: 0:00:18 time: 0.0499 data_time: 0.0017 memory: 1118 2022/08/07 15:34:10 - mmengine - INFO - Epoch(val) [4][5940/6282] eta: 0:00:17 time: 0.0509 data_time: 0.0022 memory: 1097 2022/08/07 15:34:11 - mmengine - INFO - Epoch(val) [4][5960/6282] eta: 0:00:16 time: 0.0503 data_time: 0.0020 memory: 1097 2022/08/07 15:34:12 - mmengine - INFO - Epoch(val) [4][5980/6282] eta: 0:00:14 time: 0.0495 data_time: 0.0018 memory: 1097 2022/08/07 15:34:13 - mmengine - INFO - Epoch(val) [4][6000/6282] eta: 0:00:15 time: 0.0541 data_time: 0.0017 memory: 1155 2022/08/07 15:34:14 - mmengine - INFO - Epoch(val) [4][6020/6282] eta: 0:00:14 time: 0.0556 data_time: 0.0017 memory: 1155 2022/08/07 15:34:15 - mmengine - INFO - Epoch(val) [4][6040/6282] eta: 0:00:13 time: 0.0546 data_time: 0.0017 memory: 1155 2022/08/07 15:34:16 - mmengine - INFO - Epoch(val) [4][6060/6282] eta: 0:00:12 time: 0.0547 data_time: 0.0017 memory: 1155 2022/08/07 15:34:18 - mmengine - INFO - Epoch(val) [4][6080/6282] eta: 0:00:16 time: 0.0800 data_time: 0.0017 memory: 1155 2022/08/07 15:34:19 - mmengine - INFO - Epoch(val) [4][6100/6282] eta: 0:00:10 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 15:34:20 - mmengine - INFO - Epoch(val) [4][6120/6282] eta: 0:00:08 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 15:34:21 - mmengine - INFO - Epoch(val) [4][6140/6282] eta: 0:00:07 time: 0.0538 data_time: 0.0016 memory: 1155 2022/08/07 15:34:22 - mmengine - INFO - Epoch(val) [4][6160/6282] eta: 0:00:06 time: 0.0535 data_time: 0.0014 memory: 1155 2022/08/07 15:34:23 - mmengine - INFO - Epoch(val) [4][6180/6282] eta: 0:00:05 time: 0.0533 data_time: 0.0014 memory: 1155 2022/08/07 15:34:24 - mmengine - INFO - Epoch(val) [4][6200/6282] eta: 0:00:04 time: 0.0534 data_time: 0.0016 memory: 1155 2022/08/07 15:34:25 - mmengine - INFO - Epoch(val) [4][6220/6282] eta: 0:00:03 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 15:34:26 - mmengine - INFO - Epoch(val) [4][6240/6282] eta: 0:00:02 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 15:34:27 - mmengine - INFO - Epoch(val) [4][6260/6282] eta: 0:00:01 time: 0.0573 data_time: 0.0025 memory: 1155 2022/08/07 15:34:28 - mmengine - INFO - Epoch(val) [4][6280/6282] eta: 0:00:00 time: 0.0533 data_time: 0.0017 memory: 1155 2022/08/07 15:39:22 - mmengine - INFO - Epoch(val) [4][6282/6282] mAP/mAP@0.5IOU: 0.2371 2022/08/07 15:39:22 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_4.pth is removed 2022/08/07 15:39:31 - mmengine - INFO - The best checkpoint with 0.2371 mAP/mAP@0.5IOU at 5 epoch is saved to best_mAP/mAP@0.5IOU_epoch_5.pth. 2022/08/07 15:39:53 - mmengine - INFO - Epoch(train) [5][20/1441] lr: 2.0000e-01 eta: 6:05:26 time: 1.0841 data_time: 0.1662 memory: 23477 grad_norm: 0.1097 recall@thr=0.5: 0.7328 prec@thr=0.5: 0.7892 recall@top3: 0.8627 prec@top3: 0.6275 recall@top5: 0.9412 prec@top5: 0.4235 loss_action_cls: 0.0539 loss: 0.0539 2022/08/07 15:40:11 - mmengine - INFO - Epoch(train) [5][40/1441] lr: 2.0000e-01 eta: 6:05:06 time: 0.9393 data_time: 0.0234 memory: 23477 grad_norm: 0.1037 recall@thr=0.5: 0.6163 prec@thr=0.5: 0.6899 recall@top3: 0.7442 prec@top3: 0.5271 recall@top5: 0.8721 prec@top5: 0.3814 loss_action_cls: 0.0509 loss: 0.0509 2022/08/07 15:40:30 - mmengine - INFO - Epoch(train) [5][60/1441] lr: 2.0000e-01 eta: 6:04:43 time: 0.9066 data_time: 0.0293 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.6748 prec@thr=0.5: 0.7134 recall@top3: 0.7805 prec@top3: 0.5935 recall@top5: 0.9024 prec@top5: 0.4000 loss_action_cls: 0.0569 loss: 0.0569 2022/08/07 15:40:48 - mmengine - INFO - Epoch(train) [5][80/1441] lr: 2.0000e-01 eta: 6:04:22 time: 0.9297 data_time: 0.0239 memory: 23477 grad_norm: 0.0999 recall@thr=0.5: 0.5899 prec@thr=0.5: 0.7478 recall@top3: 0.7500 prec@top3: 0.5439 recall@top5: 0.9057 prec@top5: 0.4158 loss_action_cls: 0.0564 loss: 0.0564 2022/08/07 15:41:06 - mmengine - INFO - Epoch(train) [5][100/1441] lr: 2.0000e-01 eta: 6:03:59 time: 0.8998 data_time: 0.0223 memory: 23477 grad_norm: 0.1036 recall@thr=0.5: 0.6061 prec@thr=0.5: 0.6843 recall@top3: 0.6982 prec@top3: 0.5505 recall@top5: 0.8965 prec@top5: 0.4364 loss_action_cls: 0.0526 loss: 0.0526 2022/08/07 15:41:24 - mmengine - INFO - Epoch(train) [5][120/1441] lr: 2.0000e-01 eta: 6:03:36 time: 0.9017 data_time: 0.0243 memory: 23477 grad_norm: 0.1008 recall@thr=0.5: 0.6095 prec@thr=0.5: 0.8061 recall@top3: 0.7184 prec@top3: 0.6871 recall@top5: 0.9034 prec@top5: 0.5347 loss_action_cls: 0.0537 loss: 0.0537 2022/08/07 15:41:42 - mmengine - INFO - Epoch(train) [5][140/1441] lr: 2.0000e-01 eta: 6:03:14 time: 0.9076 data_time: 0.0251 memory: 23477 grad_norm: 0.1007 recall@thr=0.5: 0.6757 prec@thr=0.5: 0.7685 recall@top3: 0.7757 prec@top3: 0.7117 recall@top5: 0.9689 prec@top5: 0.5514 loss_action_cls: 0.0560 loss: 0.0560 2022/08/07 15:42:00 - mmengine - INFO - Epoch(train) [5][160/1441] lr: 2.0000e-01 eta: 6:02:50 time: 0.8828 data_time: 0.0214 memory: 23477 grad_norm: 0.1144 recall@thr=0.5: 0.6813 prec@thr=0.5: 0.7437 recall@top3: 0.7854 prec@top3: 0.5583 recall@top5: 0.9125 prec@top5: 0.3900 loss_action_cls: 0.0558 loss: 0.0558 2022/08/07 15:42:18 - mmengine - INFO - Epoch(train) [5][180/1441] lr: 2.0000e-01 eta: 6:02:27 time: 0.9042 data_time: 0.0237 memory: 23477 grad_norm: 0.1031 recall@thr=0.5: 0.6135 prec@thr=0.5: 0.8181 recall@top3: 0.7438 prec@top3: 0.7361 recall@top5: 0.9062 prec@top5: 0.5708 loss_action_cls: 0.0529 loss: 0.0529 2022/08/07 15:42:36 - mmengine - INFO - Epoch(train) [5][200/1441] lr: 2.0000e-01 eta: 6:02:05 time: 0.9053 data_time: 0.0247 memory: 23477 grad_norm: 0.0980 recall@thr=0.5: 0.6027 prec@thr=0.5: 0.6647 recall@top3: 0.6550 prec@top3: 0.6047 recall@top5: 0.8508 prec@top5: 0.4558 loss_action_cls: 0.0524 loss: 0.0524 2022/08/07 15:42:55 - mmengine - INFO - Epoch(train) [5][220/1441] lr: 2.0000e-01 eta: 6:01:47 time: 0.9634 data_time: 0.0222 memory: 23477 grad_norm: 0.1054 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7875 recall@top3: 0.8496 prec@top3: 0.6667 recall@top5: 0.9721 prec@top5: 0.4850 loss_action_cls: 0.0483 loss: 0.0483 2022/08/07 15:43:10 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 15:43:13 - mmengine - INFO - Epoch(train) [5][240/1441] lr: 2.0000e-01 eta: 6:01:24 time: 0.9032 data_time: 0.0233 memory: 23477 grad_norm: 0.1009 recall@thr=0.5: 0.7905 prec@thr=0.5: 0.8024 recall@top3: 0.8357 prec@top3: 0.6476 recall@top5: 0.9714 prec@top5: 0.4514 loss_action_cls: 0.0600 loss: 0.0600 2022/08/07 15:43:32 - mmengine - INFO - Epoch(train) [5][260/1441] lr: 2.0000e-01 eta: 6:01:02 time: 0.9102 data_time: 0.0224 memory: 23477 grad_norm: 0.1023 recall@thr=0.5: 0.6064 prec@thr=0.5: 0.7518 recall@top3: 0.7191 prec@top3: 0.6667 recall@top5: 0.9085 prec@top5: 0.5191 loss_action_cls: 0.0560 loss: 0.0560 2022/08/07 15:43:50 - mmengine - INFO - Epoch(train) [5][280/1441] lr: 2.0000e-01 eta: 6:00:41 time: 0.9223 data_time: 0.0263 memory: 23477 grad_norm: 0.0969 recall@thr=0.5: 0.6489 prec@thr=0.5: 0.8116 recall@top3: 0.7594 prec@top3: 0.6884 recall@top5: 0.9322 prec@top5: 0.5043 loss_action_cls: 0.0500 loss: 0.0500 2022/08/07 15:44:08 - mmengine - INFO - Epoch(train) [5][300/1441] lr: 2.0000e-01 eta: 6:00:19 time: 0.9092 data_time: 0.0285 memory: 23477 grad_norm: 0.1027 recall@thr=0.5: 0.6550 prec@thr=0.5: 0.7617 recall@top3: 0.7550 prec@top3: 0.6400 recall@top5: 0.9050 prec@top5: 0.4680 loss_action_cls: 0.0518 loss: 0.0518 2022/08/07 15:44:27 - mmengine - INFO - Epoch(train) [5][320/1441] lr: 2.0000e-01 eta: 5:59:58 time: 0.9218 data_time: 0.0267 memory: 23477 grad_norm: 0.1049 recall@thr=0.5: 0.6627 prec@thr=0.5: 0.7937 recall@top3: 0.7897 prec@top3: 0.6270 recall@top5: 0.9425 prec@top5: 0.4571 loss_action_cls: 0.0507 loss: 0.0507 2022/08/07 15:44:45 - mmengine - INFO - Epoch(train) [5][340/1441] lr: 2.0000e-01 eta: 5:59:35 time: 0.9084 data_time: 0.0245 memory: 23477 grad_norm: 0.1017 recall@thr=0.5: 0.6567 prec@thr=0.5: 0.8294 recall@top3: 0.8373 prec@top3: 0.7302 recall@top5: 0.9504 prec@top5: 0.5000 loss_action_cls: 0.0506 loss: 0.0506 2022/08/07 15:45:04 - mmengine - INFO - Epoch(train) [5][360/1441] lr: 2.0000e-01 eta: 5:59:15 time: 0.9299 data_time: 0.0256 memory: 23477 grad_norm: 0.1025 recall@thr=0.5: 0.6687 prec@thr=0.5: 0.7886 recall@top3: 0.7967 prec@top3: 0.6585 recall@top5: 0.9756 prec@top5: 0.4878 loss_action_cls: 0.0537 loss: 0.0537 2022/08/07 15:45:22 - mmengine - INFO - Epoch(train) [5][380/1441] lr: 2.0000e-01 eta: 5:58:55 time: 0.9307 data_time: 0.0237 memory: 23477 grad_norm: 0.1039 recall@thr=0.5: 0.6545 prec@thr=0.5: 0.7642 recall@top3: 0.7927 prec@top3: 0.5935 recall@top5: 0.8943 prec@top5: 0.4098 loss_action_cls: 0.0521 loss: 0.0521 2022/08/07 15:45:41 - mmengine - INFO - Epoch(train) [5][400/1441] lr: 2.0000e-01 eta: 5:58:36 time: 0.9528 data_time: 0.0267 memory: 23477 grad_norm: 0.1026 recall@thr=0.5: 0.6417 prec@thr=0.5: 0.6208 recall@top3: 0.6979 prec@top3: 0.4833 recall@top5: 0.8604 prec@top5: 0.3500 loss_action_cls: 0.0566 loss: 0.0566 2022/08/07 15:45:59 - mmengine - INFO - Epoch(train) [5][420/1441] lr: 2.0000e-01 eta: 5:58:14 time: 0.9133 data_time: 0.0234 memory: 23477 grad_norm: 0.1062 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.7121 recall@top3: 0.8076 prec@top3: 0.6061 recall@top5: 0.9167 prec@top5: 0.4364 loss_action_cls: 0.0488 loss: 0.0488 2022/08/07 15:46:18 - mmengine - INFO - Epoch(train) [5][440/1441] lr: 2.0000e-01 eta: 5:57:53 time: 0.9238 data_time: 0.0226 memory: 23477 grad_norm: 0.1124 recall@thr=0.5: 0.6702 prec@thr=0.5: 0.6702 recall@top3: 0.8050 prec@top3: 0.6099 recall@top5: 0.9397 prec@top5: 0.4340 loss_action_cls: 0.0485 loss: 0.0485 2022/08/07 15:46:36 - mmengine - INFO - Epoch(train) [5][460/1441] lr: 2.0000e-01 eta: 5:57:31 time: 0.9078 data_time: 0.0266 memory: 23477 grad_norm: 0.1015 recall@thr=0.5: 0.6579 prec@thr=0.5: 0.7588 recall@top3: 0.8004 prec@top3: 0.6140 recall@top5: 0.8706 prec@top5: 0.4053 loss_action_cls: 0.0559 loss: 0.0559 2022/08/07 15:46:54 - mmengine - INFO - Epoch(train) [5][480/1441] lr: 2.0000e-01 eta: 5:57:09 time: 0.9083 data_time: 0.0223 memory: 23477 grad_norm: 0.0994 recall@thr=0.5: 0.6938 prec@thr=0.5: 0.7833 recall@top3: 0.7591 prec@top3: 0.6232 recall@top5: 0.9185 prec@top5: 0.4739 loss_action_cls: 0.0544 loss: 0.0544 2022/08/07 15:47:13 - mmengine - INFO - Epoch(train) [5][500/1441] lr: 2.0000e-01 eta: 5:56:48 time: 0.9128 data_time: 0.0263 memory: 23477 grad_norm: 0.1026 recall@thr=0.5: 0.7147 prec@thr=0.5: 0.8121 recall@top3: 0.8305 prec@top3: 0.6836 recall@top5: 0.9831 prec@top5: 0.4949 loss_action_cls: 0.0497 loss: 0.0497 2022/08/07 15:47:31 - mmengine - INFO - Epoch(train) [5][520/1441] lr: 2.0000e-01 eta: 5:56:25 time: 0.9036 data_time: 0.0279 memory: 23477 grad_norm: 0.0945 recall@thr=0.5: 0.6815 prec@thr=0.5: 0.8344 recall@top3: 0.7926 prec@top3: 0.7037 recall@top5: 0.8833 prec@top5: 0.4800 loss_action_cls: 0.0498 loss: 0.0498 2022/08/07 15:47:49 - mmengine - INFO - Epoch(train) [5][540/1441] lr: 2.0000e-01 eta: 5:56:04 time: 0.9150 data_time: 0.0238 memory: 23477 grad_norm: 0.1040 recall@thr=0.5: 0.6704 prec@thr=0.5: 0.7500 recall@top3: 0.8150 prec@top3: 0.6463 recall@top5: 0.9653 prec@top5: 0.4612 loss_action_cls: 0.0515 loss: 0.0515 2022/08/07 15:48:07 - mmengine - INFO - Epoch(train) [5][560/1441] lr: 2.0000e-01 eta: 5:55:43 time: 0.9136 data_time: 0.0216 memory: 23477 grad_norm: 0.1002 recall@thr=0.5: 0.7784 prec@thr=0.5: 0.7239 recall@top3: 0.8314 prec@top3: 0.7273 recall@top5: 0.9451 prec@top5: 0.5045 loss_action_cls: 0.0543 loss: 0.0543 2022/08/07 15:48:25 - mmengine - INFO - Epoch(train) [5][580/1441] lr: 2.0000e-01 eta: 5:55:21 time: 0.9137 data_time: 0.0254 memory: 23477 grad_norm: 0.1092 recall@thr=0.5: 0.7538 prec@thr=0.5: 0.7617 recall@top3: 0.7879 prec@top3: 0.6212 recall@top5: 0.9129 prec@top5: 0.4409 loss_action_cls: 0.0566 loss: 0.0566 2022/08/07 15:48:43 - mmengine - INFO - Epoch(train) [5][600/1441] lr: 2.0000e-01 eta: 5:54:59 time: 0.9015 data_time: 0.0219 memory: 23477 grad_norm: 0.1001 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8704 recall@top3: 0.8102 prec@top3: 0.7593 recall@top5: 0.9769 prec@top5: 0.5722 loss_action_cls: 0.0546 loss: 0.0546 2022/08/07 15:49:02 - mmengine - INFO - Epoch(train) [5][620/1441] lr: 2.0000e-01 eta: 5:54:37 time: 0.9025 data_time: 0.0234 memory: 23477 grad_norm: 0.1027 recall@thr=0.5: 0.6006 prec@thr=0.5: 0.5991 recall@top3: 0.7327 prec@top3: 0.4969 recall@top5: 0.9748 prec@top5: 0.4189 loss_action_cls: 0.0509 loss: 0.0509 2022/08/07 15:49:20 - mmengine - INFO - Epoch(train) [5][640/1441] lr: 2.0000e-01 eta: 5:54:16 time: 0.9267 data_time: 0.0236 memory: 23477 grad_norm: 0.0936 recall@thr=0.5: 0.6822 prec@thr=0.5: 0.7636 recall@top3: 0.7558 prec@top3: 0.6589 recall@top5: 0.9283 prec@top5: 0.4977 loss_action_cls: 0.0573 loss: 0.0573 2022/08/07 15:49:38 - mmengine - INFO - Epoch(train) [5][660/1441] lr: 2.0000e-01 eta: 5:53:52 time: 0.8806 data_time: 0.0245 memory: 23477 grad_norm: 0.1026 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.8019 recall@top3: 0.8241 prec@top3: 0.6741 recall@top5: 0.9593 prec@top5: 0.4844 loss_action_cls: 0.0470 loss: 0.0470 2022/08/07 15:49:56 - mmengine - INFO - Epoch(train) [5][680/1441] lr: 2.0000e-01 eta: 5:53:31 time: 0.9072 data_time: 0.0225 memory: 23477 grad_norm: 0.1007 recall@thr=0.5: 0.6846 prec@thr=0.5: 0.8089 recall@top3: 0.7780 prec@top3: 0.6585 recall@top5: 0.8561 prec@top5: 0.4341 loss_action_cls: 0.0510 loss: 0.0510 2022/08/07 15:50:15 - mmengine - INFO - Epoch(train) [5][700/1441] lr: 2.0000e-01 eta: 5:53:12 time: 0.9544 data_time: 0.0223 memory: 23477 grad_norm: 0.0991 recall@thr=0.5: 0.6806 prec@thr=0.5: 0.7698 recall@top3: 0.8254 prec@top3: 0.7540 recall@top5: 0.9405 prec@top5: 0.5286 loss_action_cls: 0.0509 loss: 0.0509 2022/08/07 15:50:33 - mmengine - INFO - Epoch(train) [5][720/1441] lr: 2.0000e-01 eta: 5:52:50 time: 0.9039 data_time: 0.0238 memory: 23477 grad_norm: 0.1009 recall@thr=0.5: 0.5903 prec@thr=0.5: 0.6354 recall@top3: 0.7622 prec@top3: 0.5208 recall@top5: 0.9306 prec@top5: 0.3875 loss_action_cls: 0.0543 loss: 0.0543 2022/08/07 15:50:52 - mmengine - INFO - Epoch(train) [5][740/1441] lr: 2.0000e-01 eta: 5:52:30 time: 0.9299 data_time: 0.0303 memory: 23477 grad_norm: 0.1031 recall@thr=0.5: 0.5451 prec@thr=0.5: 0.7691 recall@top3: 0.7418 prec@top3: 0.7213 recall@top5: 0.9454 prec@top5: 0.5443 loss_action_cls: 0.0528 loss: 0.0528 2022/08/07 15:51:10 - mmengine - INFO - Epoch(train) [5][760/1441] lr: 2.0000e-01 eta: 5:52:11 time: 0.9433 data_time: 0.0219 memory: 23477 grad_norm: 0.0995 recall@thr=0.5: 0.6021 prec@thr=0.5: 0.6333 recall@top3: 0.7688 prec@top3: 0.5000 recall@top5: 0.8833 prec@top5: 0.3500 loss_action_cls: 0.0524 loss: 0.0524 2022/08/07 15:51:29 - mmengine - INFO - Epoch(train) [5][780/1441] lr: 2.0000e-01 eta: 5:51:50 time: 0.9182 data_time: 0.0247 memory: 23477 grad_norm: 0.0968 recall@thr=0.5: 0.7194 prec@thr=0.5: 0.8771 recall@top3: 0.7953 prec@top3: 0.6434 recall@top5: 0.9632 prec@top5: 0.4837 loss_action_cls: 0.0483 loss: 0.0483 2022/08/07 15:51:47 - mmengine - INFO - Epoch(train) [5][800/1441] lr: 2.0000e-01 eta: 5:51:28 time: 0.9079 data_time: 0.0258 memory: 23477 grad_norm: 0.1034 recall@thr=0.5: 0.5242 prec@thr=0.5: 0.5854 recall@top3: 0.7200 prec@top3: 0.5583 recall@top5: 0.8508 prec@top5: 0.3900 loss_action_cls: 0.0526 loss: 0.0526 2022/08/07 15:52:05 - mmengine - INFO - Epoch(train) [5][820/1441] lr: 2.0000e-01 eta: 5:51:07 time: 0.9218 data_time: 0.0249 memory: 23477 grad_norm: 0.1014 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.8125 recall@top3: 0.8083 prec@top3: 0.7000 recall@top5: 0.9833 prec@top5: 0.5000 loss_action_cls: 0.0526 loss: 0.0526 2022/08/07 15:52:24 - mmengine - INFO - Epoch(train) [5][840/1441] lr: 2.0000e-01 eta: 5:50:47 time: 0.9273 data_time: 0.0251 memory: 23477 grad_norm: 0.1006 recall@thr=0.5: 0.7344 prec@thr=0.5: 0.8472 recall@top3: 0.8576 prec@top3: 0.6528 recall@top5: 0.9462 prec@top5: 0.4417 loss_action_cls: 0.0535 loss: 0.0535 2022/08/07 15:52:42 - mmengine - INFO - Epoch(train) [5][860/1441] lr: 2.0000e-01 eta: 5:50:25 time: 0.8994 data_time: 0.0246 memory: 23477 grad_norm: 0.1031 recall@thr=0.5: 0.7513 prec@thr=0.5: 0.7937 recall@top3: 0.8810 prec@top3: 0.6825 recall@top5: 0.9405 prec@top5: 0.4476 loss_action_cls: 0.0531 loss: 0.0531 2022/08/07 15:53:01 - mmengine - INFO - Epoch(train) [5][880/1441] lr: 2.0000e-01 eta: 5:50:05 time: 0.9313 data_time: 0.0234 memory: 23477 grad_norm: 0.0963 recall@thr=0.5: 0.5303 prec@thr=0.5: 0.6705 recall@top3: 0.8030 prec@top3: 0.5530 recall@top5: 0.9205 prec@top5: 0.3909 loss_action_cls: 0.0476 loss: 0.0476 2022/08/07 15:53:18 - mmengine - INFO - Epoch(train) [5][900/1441] lr: 2.0000e-01 eta: 5:49:41 time: 0.8799 data_time: 0.0240 memory: 23477 grad_norm: 0.1046 recall@thr=0.5: 0.6836 prec@thr=0.5: 0.8019 recall@top3: 0.7824 prec@top3: 0.6667 recall@top5: 0.9299 prec@top5: 0.4830 loss_action_cls: 0.0510 loss: 0.0510 2022/08/07 15:53:36 - mmengine - INFO - Epoch(train) [5][920/1441] lr: 2.0000e-01 eta: 5:49:20 time: 0.9062 data_time: 0.0231 memory: 23477 grad_norm: 0.1035 recall@thr=0.5: 0.5913 prec@thr=0.5: 0.7976 recall@top3: 0.7738 prec@top3: 0.6667 recall@top5: 0.9206 prec@top5: 0.4762 loss_action_cls: 0.0497 loss: 0.0497 2022/08/07 15:53:55 - mmengine - INFO - Epoch(train) [5][940/1441] lr: 2.0000e-01 eta: 5:49:00 time: 0.9329 data_time: 0.0242 memory: 23477 grad_norm: 0.0952 recall@thr=0.5: 0.7467 prec@thr=0.5: 0.7889 recall@top3: 0.8170 prec@top3: 0.6444 recall@top5: 0.9081 prec@top5: 0.4489 loss_action_cls: 0.0485 loss: 0.0485 2022/08/07 15:54:13 - mmengine - INFO - Epoch(train) [5][960/1441] lr: 2.0000e-01 eta: 5:48:40 time: 0.9248 data_time: 0.0236 memory: 23477 grad_norm: 0.0950 recall@thr=0.5: 0.7623 prec@thr=0.5: 0.8256 recall@top3: 0.8410 prec@top3: 0.7531 recall@top5: 0.9336 prec@top5: 0.5037 loss_action_cls: 0.0533 loss: 0.0533 2022/08/07 15:54:32 - mmengine - INFO - Epoch(train) [5][980/1441] lr: 2.0000e-01 eta: 5:48:18 time: 0.9100 data_time: 0.0267 memory: 23477 grad_norm: 0.1039 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7500 recall@top3: 0.8492 prec@top3: 0.6825 recall@top5: 0.9881 prec@top5: 0.4810 loss_action_cls: 0.0490 loss: 0.0490 2022/08/07 15:54:50 - mmengine - INFO - Epoch(train) [5][1000/1441] lr: 2.0000e-01 eta: 5:47:58 time: 0.9292 data_time: 0.0334 memory: 23477 grad_norm: 0.0974 recall@thr=0.5: 0.6987 prec@thr=0.5: 0.8248 recall@top3: 0.7821 prec@top3: 0.6581 recall@top5: 0.9509 prec@top5: 0.4923 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 15:55:08 - mmengine - INFO - Epoch(train) [5][1020/1441] lr: 2.0000e-01 eta: 5:47:37 time: 0.9083 data_time: 0.0246 memory: 23477 grad_norm: 0.1020 recall@thr=0.5: 0.6907 prec@thr=0.5: 0.7889 recall@top3: 0.8093 prec@top3: 0.6667 recall@top5: 0.9407 prec@top5: 0.4800 loss_action_cls: 0.0516 loss: 0.0516 2022/08/07 15:55:27 - mmengine - INFO - Epoch(train) [5][1040/1441] lr: 2.0000e-01 eta: 5:47:16 time: 0.9164 data_time: 0.0229 memory: 23477 grad_norm: 0.1000 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7259 recall@top3: 0.7719 prec@top3: 0.6579 recall@top5: 0.8860 prec@top5: 0.4526 loss_action_cls: 0.0536 loss: 0.0536 2022/08/07 15:55:45 - mmengine - INFO - Epoch(train) [5][1060/1441] lr: 2.0000e-01 eta: 5:46:54 time: 0.9032 data_time: 0.0235 memory: 23477 grad_norm: 0.0996 recall@thr=0.5: 0.6230 prec@thr=0.5: 0.7444 recall@top3: 0.7533 prec@top3: 0.6074 recall@top5: 0.8948 prec@top5: 0.4311 loss_action_cls: 0.0520 loss: 0.0520 2022/08/07 15:56:03 - mmengine - INFO - Epoch(train) [5][1080/1441] lr: 2.0000e-01 eta: 5:46:32 time: 0.9026 data_time: 0.0238 memory: 23477 grad_norm: 0.0945 recall@thr=0.5: 0.5452 prec@thr=0.5: 0.6381 recall@top3: 0.7071 prec@top3: 0.6190 recall@top5: 0.8333 prec@top5: 0.4457 loss_action_cls: 0.0503 loss: 0.0503 2022/08/07 15:56:21 - mmengine - INFO - Epoch(train) [5][1100/1441] lr: 2.0000e-01 eta: 5:46:12 time: 0.9284 data_time: 0.0256 memory: 23477 grad_norm: 0.0948 recall@thr=0.5: 0.6148 prec@thr=0.5: 0.6741 recall@top3: 0.6593 prec@top3: 0.5704 recall@top5: 0.8370 prec@top5: 0.4533 loss_action_cls: 0.0494 loss: 0.0494 2022/08/07 15:56:40 - mmengine - INFO - Epoch(train) [5][1120/1441] lr: 2.0000e-01 eta: 5:45:51 time: 0.9078 data_time: 0.0279 memory: 23477 grad_norm: 0.1054 recall@thr=0.5: 0.7344 prec@thr=0.5: 0.8368 recall@top3: 0.8368 prec@top3: 0.7222 recall@top5: 0.9306 prec@top5: 0.4792 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 15:56:58 - mmengine - INFO - Epoch(train) [5][1140/1441] lr: 2.0000e-01 eta: 5:45:30 time: 0.9173 data_time: 0.0244 memory: 23477 grad_norm: 0.1039 recall@thr=0.5: 0.6422 prec@thr=0.5: 0.7779 recall@top3: 0.7328 prec@top3: 0.5977 recall@top5: 0.8664 prec@top5: 0.4345 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 15:57:16 - mmengine - INFO - Epoch(train) [5][1160/1441] lr: 2.0000e-01 eta: 5:45:10 time: 0.9188 data_time: 0.0253 memory: 23477 grad_norm: 0.0949 recall@thr=0.5: 0.7854 prec@thr=0.5: 0.9312 recall@top3: 0.8750 prec@top3: 0.7083 recall@top5: 0.9667 prec@top5: 0.4800 loss_action_cls: 0.0491 loss: 0.0491 2022/08/07 15:57:35 - mmengine - INFO - Epoch(train) [5][1180/1441] lr: 2.0000e-01 eta: 5:44:50 time: 0.9306 data_time: 0.0221 memory: 23477 grad_norm: 0.1001 recall@thr=0.5: 0.7535 prec@thr=0.5: 0.7281 recall@top3: 0.8438 prec@top3: 0.6528 recall@top5: 0.9253 prec@top5: 0.4458 loss_action_cls: 0.0484 loss: 0.0484 2022/08/07 15:57:54 - mmengine - INFO - Epoch(train) [5][1200/1441] lr: 2.0000e-01 eta: 5:44:30 time: 0.9317 data_time: 0.0233 memory: 23477 grad_norm: 0.0952 recall@thr=0.5: 0.6797 prec@thr=0.5: 0.7625 recall@top3: 0.8019 prec@top3: 0.6722 recall@top5: 0.9017 prec@top5: 0.4767 loss_action_cls: 0.0521 loss: 0.0521 2022/08/07 15:58:12 - mmengine - INFO - Epoch(train) [5][1220/1441] lr: 2.0000e-01 eta: 5:44:09 time: 0.9146 data_time: 0.0269 memory: 23477 grad_norm: 0.0951 recall@thr=0.5: 0.6380 prec@thr=0.5: 0.6880 recall@top3: 0.7462 prec@top3: 0.6239 recall@top5: 0.8889 prec@top5: 0.4718 loss_action_cls: 0.0520 loss: 0.0520 2022/08/07 15:58:26 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 15:58:30 - mmengine - INFO - Epoch(train) [5][1240/1441] lr: 2.0000e-01 eta: 5:43:47 time: 0.8872 data_time: 0.0256 memory: 23477 grad_norm: 0.1009 recall@thr=0.5: 0.8394 prec@thr=0.5: 0.8171 recall@top3: 0.9085 prec@top3: 0.5691 recall@top5: 0.9837 prec@top5: 0.3805 loss_action_cls: 0.0487 loss: 0.0487 2022/08/07 15:58:48 - mmengine - INFO - Epoch(train) [5][1260/1441] lr: 2.0000e-01 eta: 5:43:26 time: 0.9133 data_time: 0.0253 memory: 23477 grad_norm: 0.1014 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6957 recall@top3: 0.8256 prec@top3: 0.6822 recall@top5: 0.9050 prec@top5: 0.4512 loss_action_cls: 0.0465 loss: 0.0465 2022/08/07 15:59:07 - mmengine - INFO - Epoch(train) [5][1280/1441] lr: 2.0000e-01 eta: 5:43:08 time: 0.9675 data_time: 0.0243 memory: 23477 grad_norm: 0.0981 recall@thr=0.5: 0.7135 prec@thr=0.5: 0.7108 recall@top3: 0.6948 prec@top3: 0.6250 recall@top5: 0.9045 prec@top5: 0.4958 loss_action_cls: 0.0488 loss: 0.0488 2022/08/07 15:59:25 - mmengine - INFO - Epoch(train) [5][1300/1441] lr: 2.0000e-01 eta: 5:42:47 time: 0.9048 data_time: 0.0232 memory: 23477 grad_norm: 0.0992 recall@thr=0.5: 0.7288 prec@thr=0.5: 0.7206 recall@top3: 0.7876 prec@top3: 0.6601 recall@top5: 0.9036 prec@top5: 0.4667 loss_action_cls: 0.0545 loss: 0.0545 2022/08/07 15:59:43 - mmengine - INFO - Epoch(train) [5][1320/1441] lr: 2.0000e-01 eta: 5:42:25 time: 0.9084 data_time: 0.0232 memory: 23477 grad_norm: 0.1072 recall@thr=0.5: 0.5798 prec@thr=0.5: 0.7305 recall@top3: 0.7748 prec@top3: 0.6383 recall@top5: 0.9574 prec@top5: 0.4723 loss_action_cls: 0.0499 loss: 0.0499 2022/08/07 16:00:02 - mmengine - INFO - Epoch(train) [5][1340/1441] lr: 2.0000e-01 eta: 5:42:07 time: 0.9448 data_time: 0.0300 memory: 23477 grad_norm: 0.1099 recall@thr=0.5: 0.7530 prec@thr=0.5: 0.7803 recall@top3: 0.8227 prec@top3: 0.6894 recall@top5: 0.9811 prec@top5: 0.4955 loss_action_cls: 0.0490 loss: 0.0490 2022/08/07 16:00:20 - mmengine - INFO - Epoch(train) [5][1360/1441] lr: 2.0000e-01 eta: 5:41:44 time: 0.8836 data_time: 0.0251 memory: 23477 grad_norm: 0.0998 recall@thr=0.5: 0.7094 prec@thr=0.5: 0.8120 recall@top3: 0.7863 prec@top3: 0.5556 recall@top5: 0.9209 prec@top5: 0.4051 loss_action_cls: 0.0477 loss: 0.0477 2022/08/07 16:00:38 - mmengine - INFO - Epoch(train) [5][1380/1441] lr: 2.0000e-01 eta: 5:41:22 time: 0.8973 data_time: 0.0261 memory: 23477 grad_norm: 0.0963 recall@thr=0.5: 0.5327 prec@thr=0.5: 0.5719 recall@top3: 0.7680 prec@top3: 0.5556 recall@top5: 0.9118 prec@top5: 0.4039 loss_action_cls: 0.0498 loss: 0.0498 2022/08/07 16:00:56 - mmengine - INFO - Epoch(train) [5][1400/1441] lr: 2.0000e-01 eta: 5:41:01 time: 0.9082 data_time: 0.0226 memory: 23477 grad_norm: 0.0907 recall@thr=0.5: 0.6564 prec@thr=0.5: 0.7695 recall@top3: 0.7113 prec@top3: 0.5957 recall@top5: 0.8911 prec@top5: 0.4766 loss_action_cls: 0.0484 loss: 0.0484 2022/08/07 16:01:15 - mmengine - INFO - Epoch(train) [5][1420/1441] lr: 2.0000e-01 eta: 5:40:42 time: 0.9434 data_time: 0.0248 memory: 23477 grad_norm: 0.0978 recall@thr=0.5: 0.7549 prec@thr=0.5: 0.7314 recall@top3: 0.8366 prec@top3: 0.5752 recall@top5: 0.9232 prec@top5: 0.3843 loss_action_cls: 0.0477 loss: 0.0477 2022/08/07 16:01:34 - mmengine - INFO - Epoch(train) [5][1440/1441] lr: 2.0000e-01 eta: 5:40:22 time: 0.9260 data_time: 0.0242 memory: 23477 grad_norm: 0.0974 recall@thr=0.5: 0.7806 prec@thr=0.5: 0.7217 recall@top3: 0.7837 prec@top3: 0.6279 recall@top5: 0.9209 prec@top5: 0.4558 loss_action_cls: 0.0501 loss: 0.0501 2022/08/07 16:01:34 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 16:01:34 - mmengine - INFO - Epoch(train) [5][1441/1441] lr: 2.0000e-01 eta: 5:40:22 time: 0.9310 data_time: 0.0255 memory: 12197 grad_norm: 0.0983 recall@thr=0.5: 0.6316 prec@thr=0.5: 0.7807 recall@top3: 0.7807 prec@top3: 0.5789 recall@top5: 0.8772 prec@top5: 0.3789 loss_action_cls: 0.0500 loss: 0.0500 2022/08/07 16:01:35 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/08/07 16:01:41 - mmengine - INFO - Epoch(val) [5][20/6282] eta: 0:05:11 time: 0.0497 data_time: 0.0044 memory: 1084 2022/08/07 16:01:42 - mmengine - INFO - Epoch(val) [5][40/6282] eta: 0:04:46 time: 0.0459 data_time: 0.0016 memory: 1084 2022/08/07 16:01:43 - mmengine - INFO - Epoch(val) [5][60/6282] eta: 0:04:50 time: 0.0467 data_time: 0.0020 memory: 1084 2022/08/07 16:01:44 - mmengine - INFO - Epoch(val) [5][80/6282] eta: 0:04:49 time: 0.0466 data_time: 0.0019 memory: 1084 2022/08/07 16:01:45 - mmengine - INFO - Epoch(val) [5][100/6282] eta: 0:04:38 time: 0.0450 data_time: 0.0017 memory: 1084 2022/08/07 16:01:46 - mmengine - INFO - Epoch(val) [5][120/6282] eta: 0:05:34 time: 0.0543 data_time: 0.0021 memory: 1155 2022/08/07 16:01:47 - mmengine - INFO - Epoch(val) [5][140/6282] eta: 0:06:09 time: 0.0601 data_time: 0.0022 memory: 1155 2022/08/07 16:01:48 - mmengine - INFO - Epoch(val) [5][160/6282] eta: 0:05:55 time: 0.0581 data_time: 0.0020 memory: 1155 2022/08/07 16:01:49 - mmengine - INFO - Epoch(val) [5][180/6282] eta: 0:06:25 time: 0.0632 data_time: 0.0023 memory: 1155 2022/08/07 16:01:51 - mmengine - INFO - Epoch(val) [5][200/6282] eta: 0:08:14 time: 0.0812 data_time: 0.0025 memory: 1155 2022/08/07 16:01:52 - mmengine - INFO - Epoch(val) [5][220/6282] eta: 0:05:03 time: 0.0501 data_time: 0.0022 memory: 1097 2022/08/07 16:01:53 - mmengine - INFO - Epoch(val) [5][240/6282] eta: 0:04:58 time: 0.0495 data_time: 0.0016 memory: 1097 2022/08/07 16:01:54 - mmengine - INFO - Epoch(val) [5][260/6282] eta: 0:05:05 time: 0.0507 data_time: 0.0026 memory: 1097 2022/08/07 16:01:55 - mmengine - INFO - Epoch(val) [5][280/6282] eta: 0:04:52 time: 0.0488 data_time: 0.0018 memory: 1097 2022/08/07 16:01:56 - mmengine - INFO - Epoch(val) [5][300/6282] eta: 0:05:10 time: 0.0520 data_time: 0.0018 memory: 1155 2022/08/07 16:01:57 - mmengine - INFO - Epoch(val) [5][320/6282] eta: 0:05:49 time: 0.0587 data_time: 0.0020 memory: 1155 2022/08/07 16:01:58 - mmengine - INFO - Epoch(val) [5][340/6282] eta: 0:05:50 time: 0.0591 data_time: 0.0018 memory: 1155 2022/08/07 16:02:00 - mmengine - INFO - Epoch(val) [5][360/6282] eta: 0:05:41 time: 0.0577 data_time: 0.0021 memory: 1155 2022/08/07 16:02:01 - mmengine - INFO - Epoch(val) [5][380/6282] eta: 0:06:13 time: 0.0634 data_time: 0.0031 memory: 1155 2022/08/07 16:02:02 - mmengine - INFO - Epoch(val) [5][400/6282] eta: 0:05:15 time: 0.0536 data_time: 0.0019 memory: 1155 2022/08/07 16:02:03 - mmengine - INFO - Epoch(val) [5][420/6282] eta: 0:04:42 time: 0.0482 data_time: 0.0018 memory: 1101 2022/08/07 16:02:04 - mmengine - INFO - Epoch(val) [5][440/6282] eta: 0:04:34 time: 0.0470 data_time: 0.0018 memory: 1101 2022/08/07 16:02:05 - mmengine - INFO - Epoch(val) [5][460/6282] eta: 0:04:39 time: 0.0480 data_time: 0.0017 memory: 1101 2022/08/07 16:02:06 - mmengine - INFO - Epoch(val) [5][480/6282] eta: 0:04:37 time: 0.0478 data_time: 0.0020 memory: 1101 2022/08/07 16:02:07 - mmengine - INFO - Epoch(val) [5][500/6282] eta: 0:04:28 time: 0.0465 data_time: 0.0017 memory: 1101 2022/08/07 16:02:08 - mmengine - INFO - Epoch(val) [5][520/6282] eta: 0:04:19 time: 0.0451 data_time: 0.0017 memory: 1097 2022/08/07 16:02:09 - mmengine - INFO - Epoch(val) [5][540/6282] eta: 0:04:18 time: 0.0450 data_time: 0.0017 memory: 1097 2022/08/07 16:02:09 - mmengine - INFO - Epoch(val) [5][560/6282] eta: 0:04:22 time: 0.0460 data_time: 0.0016 memory: 1097 2022/08/07 16:02:11 - mmengine - INFO - Epoch(val) [5][580/6282] eta: 0:07:26 time: 0.0782 data_time: 0.0024 memory: 1097 2022/08/07 16:02:12 - mmengine - INFO - Epoch(val) [5][600/6282] eta: 0:05:29 time: 0.0579 data_time: 0.0029 memory: 1097 2022/08/07 16:02:13 - mmengine - INFO - Epoch(val) [5][620/6282] eta: 0:05:01 time: 0.0533 data_time: 0.0037 memory: 1097 2022/08/07 16:02:14 - mmengine - INFO - Epoch(val) [5][640/6282] eta: 0:04:42 time: 0.0500 data_time: 0.0020 memory: 1094 2022/08/07 16:02:15 - mmengine - INFO - Epoch(val) [5][660/6282] eta: 0:04:56 time: 0.0528 data_time: 0.0024 memory: 1094 2022/08/07 16:02:16 - mmengine - INFO - Epoch(val) [5][680/6282] eta: 0:05:01 time: 0.0539 data_time: 0.0024 memory: 1094 2022/08/07 16:02:17 - mmengine - INFO - Epoch(val) [5][700/6282] eta: 0:04:44 time: 0.0510 data_time: 0.0027 memory: 1094 2022/08/07 16:02:19 - mmengine - INFO - Epoch(val) [5][720/6282] eta: 0:05:07 time: 0.0553 data_time: 0.0019 memory: 1155 2022/08/07 16:02:20 - mmengine - INFO - Epoch(val) [5][740/6282] eta: 0:05:23 time: 0.0583 data_time: 0.0019 memory: 1155 2022/08/07 16:02:21 - mmengine - INFO - Epoch(val) [5][760/6282] eta: 0:05:21 time: 0.0582 data_time: 0.0020 memory: 1155 2022/08/07 16:02:22 - mmengine - INFO - Epoch(val) [5][780/6282] eta: 0:05:23 time: 0.0588 data_time: 0.0018 memory: 1155 2022/08/07 16:02:23 - mmengine - INFO - Epoch(val) [5][800/6282] eta: 0:05:39 time: 0.0619 data_time: 0.0023 memory: 1155 2022/08/07 16:02:24 - mmengine - INFO - Epoch(val) [5][820/6282] eta: 0:04:42 time: 0.0518 data_time: 0.0020 memory: 1155 2022/08/07 16:02:25 - mmengine - INFO - Epoch(val) [5][840/6282] eta: 0:04:15 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 16:02:26 - mmengine - INFO - Epoch(val) [5][860/6282] eta: 0:04:20 time: 0.0481 data_time: 0.0020 memory: 1097 2022/08/07 16:02:27 - mmengine - INFO - Epoch(val) [5][880/6282] eta: 0:04:25 time: 0.0492 data_time: 0.0018 memory: 1097 2022/08/07 16:02:28 - mmengine - INFO - Epoch(val) [5][900/6282] eta: 0:04:14 time: 0.0473 data_time: 0.0017 memory: 1097 2022/08/07 16:02:29 - mmengine - INFO - Epoch(val) [5][920/6282] eta: 0:04:13 time: 0.0472 data_time: 0.0018 memory: 1097 2022/08/07 16:02:31 - mmengine - INFO - Epoch(val) [5][940/6282] eta: 0:06:14 time: 0.0701 data_time: 0.0028 memory: 1084 2022/08/07 16:02:31 - mmengine - INFO - Epoch(val) [5][960/6282] eta: 0:04:06 time: 0.0462 data_time: 0.0021 memory: 1084 2022/08/07 16:02:32 - mmengine - INFO - Epoch(val) [5][980/6282] eta: 0:04:08 time: 0.0469 data_time: 0.0020 memory: 1084 2022/08/07 16:02:33 - mmengine - INFO - Epoch(val) [5][1000/6282] eta: 0:04:01 time: 0.0458 data_time: 0.0016 memory: 1084 2022/08/07 16:02:34 - mmengine - INFO - Epoch(val) [5][1020/6282] eta: 0:04:01 time: 0.0459 data_time: 0.0020 memory: 1097 2022/08/07 16:02:35 - mmengine - INFO - Epoch(val) [5][1040/6282] eta: 0:04:07 time: 0.0472 data_time: 0.0017 memory: 1097 2022/08/07 16:02:36 - mmengine - INFO - Epoch(val) [5][1060/6282] eta: 0:04:13 time: 0.0486 data_time: 0.0019 memory: 1097 2022/08/07 16:02:37 - mmengine - INFO - Epoch(val) [5][1080/6282] eta: 0:04:10 time: 0.0482 data_time: 0.0018 memory: 1097 2022/08/07 16:02:38 - mmengine - INFO - Epoch(val) [5][1100/6282] eta: 0:04:28 time: 0.0519 data_time: 0.0024 memory: 1097 2022/08/07 16:02:39 - mmengine - INFO - Epoch(val) [5][1120/6282] eta: 0:04:38 time: 0.0539 data_time: 0.0025 memory: 1097 2022/08/07 16:02:40 - mmengine - INFO - Epoch(val) [5][1140/6282] eta: 0:04:34 time: 0.0535 data_time: 0.0023 memory: 1097 2022/08/07 16:02:41 - mmengine - INFO - Epoch(val) [5][1160/6282] eta: 0:04:35 time: 0.0537 data_time: 0.0024 memory: 1097 2022/08/07 16:02:42 - mmengine - INFO - Epoch(val) [5][1180/6282] eta: 0:04:40 time: 0.0550 data_time: 0.0022 memory: 1097 2022/08/07 16:02:44 - mmengine - INFO - Epoch(val) [5][1200/6282] eta: 0:04:32 time: 0.0536 data_time: 0.0027 memory: 1097 2022/08/07 16:02:45 - mmengine - INFO - Epoch(val) [5][1220/6282] eta: 0:04:33 time: 0.0541 data_time: 0.0027 memory: 1097 2022/08/07 16:02:46 - mmengine - INFO - Epoch(val) [5][1240/6282] eta: 0:05:19 time: 0.0634 data_time: 0.0030 memory: 1155 2022/08/07 16:02:47 - mmengine - INFO - Epoch(val) [5][1260/6282] eta: 0:05:29 time: 0.0655 data_time: 0.0030 memory: 1155 2022/08/07 16:02:48 - mmengine - INFO - Epoch(val) [5][1280/6282] eta: 0:05:11 time: 0.0622 data_time: 0.0034 memory: 1155 2022/08/07 16:02:50 - mmengine - INFO - Epoch(val) [5][1300/6282] eta: 0:05:23 time: 0.0649 data_time: 0.0027 memory: 1155 2022/08/07 16:02:51 - mmengine - INFO - Epoch(val) [5][1320/6282] eta: 0:06:48 time: 0.0824 data_time: 0.0034 memory: 1155 2022/08/07 16:02:53 - mmengine - INFO - Epoch(val) [5][1340/6282] eta: 0:04:41 time: 0.0569 data_time: 0.0021 memory: 1155 2022/08/07 16:02:54 - mmengine - INFO - Epoch(val) [5][1360/6282] eta: 0:04:34 time: 0.0557 data_time: 0.0019 memory: 1155 2022/08/07 16:02:55 - mmengine - INFO - Epoch(val) [5][1380/6282] eta: 0:04:39 time: 0.0569 data_time: 0.0022 memory: 1155 2022/08/07 16:02:56 - mmengine - INFO - Epoch(val) [5][1400/6282] eta: 0:04:29 time: 0.0552 data_time: 0.0018 memory: 1155 2022/08/07 16:02:57 - mmengine - INFO - Epoch(val) [5][1420/6282] eta: 0:04:36 time: 0.0569 data_time: 0.0023 memory: 1155 2022/08/07 16:02:58 - mmengine - INFO - Epoch(val) [5][1440/6282] eta: 0:04:40 time: 0.0578 data_time: 0.0018 memory: 1155 2022/08/07 16:02:59 - mmengine - INFO - Epoch(val) [5][1460/6282] eta: 0:04:43 time: 0.0587 data_time: 0.0017 memory: 1155 2022/08/07 16:03:01 - mmengine - INFO - Epoch(val) [5][1480/6282] eta: 0:04:35 time: 0.0574 data_time: 0.0018 memory: 1155 2022/08/07 16:03:02 - mmengine - INFO - Epoch(val) [5][1500/6282] eta: 0:04:35 time: 0.0575 data_time: 0.0018 memory: 1155 2022/08/07 16:03:03 - mmengine - INFO - Epoch(val) [5][1520/6282] eta: 0:04:39 time: 0.0587 data_time: 0.0019 memory: 1242 2022/08/07 16:03:04 - mmengine - INFO - Epoch(val) [5][1540/6282] eta: 0:05:19 time: 0.0673 data_time: 0.0019 memory: 1242 2022/08/07 16:03:06 - mmengine - INFO - Epoch(val) [5][1560/6282] eta: 0:05:37 time: 0.0715 data_time: 0.0022 memory: 1242 2022/08/07 16:03:07 - mmengine - INFO - Epoch(val) [5][1580/6282] eta: 0:05:34 time: 0.0710 data_time: 0.0022 memory: 1242 2022/08/07 16:03:08 - mmengine - INFO - Epoch(val) [5][1600/6282] eta: 0:05:18 time: 0.0681 data_time: 0.0020 memory: 1242 2022/08/07 16:03:10 - mmengine - INFO - Epoch(val) [5][1620/6282] eta: 0:05:28 time: 0.0704 data_time: 0.0022 memory: 1242 2022/08/07 16:03:12 - mmengine - INFO - Epoch(val) [5][1640/6282] eta: 0:06:16 time: 0.0812 data_time: 0.0026 memory: 1155 2022/08/07 16:03:13 - mmengine - INFO - Epoch(val) [5][1660/6282] eta: 0:04:12 time: 0.0547 data_time: 0.0019 memory: 1155 2022/08/07 16:03:14 - mmengine - INFO - Epoch(val) [5][1680/6282] eta: 0:04:12 time: 0.0549 data_time: 0.0018 memory: 1155 2022/08/07 16:03:15 - mmengine - INFO - Epoch(val) [5][1700/6282] eta: 0:04:10 time: 0.0546 data_time: 0.0017 memory: 1155 2022/08/07 16:03:16 - mmengine - INFO - Epoch(val) [5][1720/6282] eta: 0:04:23 time: 0.0578 data_time: 0.0020 memory: 1155 2022/08/07 16:03:17 - mmengine - INFO - Epoch(val) [5][1740/6282] eta: 0:04:36 time: 0.0608 data_time: 0.0022 memory: 1155 2022/08/07 16:03:18 - mmengine - INFO - Epoch(val) [5][1760/6282] eta: 0:04:34 time: 0.0607 data_time: 0.0024 memory: 1155 2022/08/07 16:03:20 - mmengine - INFO - Epoch(val) [5][1780/6282] eta: 0:04:37 time: 0.0617 data_time: 0.0025 memory: 1155 2022/08/07 16:03:21 - mmengine - INFO - Epoch(val) [5][1800/6282] eta: 0:04:35 time: 0.0616 data_time: 0.0022 memory: 1155 2022/08/07 16:03:22 - mmengine - INFO - Epoch(val) [5][1820/6282] eta: 0:04:21 time: 0.0586 data_time: 0.0020 memory: 1155 2022/08/07 16:03:23 - mmengine - INFO - Epoch(val) [5][1840/6282] eta: 0:04:08 time: 0.0561 data_time: 0.0021 memory: 1155 2022/08/07 16:03:24 - mmengine - INFO - Epoch(val) [5][1860/6282] eta: 0:04:26 time: 0.0602 data_time: 0.0023 memory: 1155 2022/08/07 16:03:26 - mmengine - INFO - Epoch(val) [5][1880/6282] eta: 0:04:27 time: 0.0607 data_time: 0.0022 memory: 1155 2022/08/07 16:03:27 - mmengine - INFO - Epoch(val) [5][1900/6282] eta: 0:04:18 time: 0.0591 data_time: 0.0020 memory: 1155 2022/08/07 16:03:28 - mmengine - INFO - Epoch(val) [5][1920/6282] eta: 0:04:14 time: 0.0584 data_time: 0.0017 memory: 1155 2022/08/07 16:03:29 - mmengine - INFO - Epoch(val) [5][1940/6282] eta: 0:04:00 time: 0.0553 data_time: 0.0019 memory: 1155 2022/08/07 16:03:30 - mmengine - INFO - Epoch(val) [5][1960/6282] eta: 0:05:03 time: 0.0703 data_time: 0.0061 memory: 1101 2022/08/07 16:03:32 - mmengine - INFO - Epoch(val) [5][1980/6282] eta: 0:03:43 time: 0.0519 data_time: 0.0039 memory: 1101 2022/08/07 16:03:32 - mmengine - INFO - Epoch(val) [5][2000/6282] eta: 0:03:28 time: 0.0487 data_time: 0.0019 memory: 1101 2022/08/07 16:03:33 - mmengine - INFO - Epoch(val) [5][2020/6282] eta: 0:03:21 time: 0.0473 data_time: 0.0019 memory: 1101 2022/08/07 16:03:34 - mmengine - INFO - Epoch(val) [5][2040/6282] eta: 0:03:22 time: 0.0477 data_time: 0.0023 memory: 1101 2022/08/07 16:03:35 - mmengine - INFO - Epoch(val) [5][2060/6282] eta: 0:03:19 time: 0.0473 data_time: 0.0018 memory: 1101 2022/08/07 16:03:36 - mmengine - INFO - Epoch(val) [5][2080/6282] eta: 0:03:18 time: 0.0472 data_time: 0.0017 memory: 1101 2022/08/07 16:03:37 - mmengine - INFO - Epoch(val) [5][2100/6282] eta: 0:03:17 time: 0.0472 data_time: 0.0017 memory: 1101 2022/08/07 16:03:38 - mmengine - INFO - Epoch(val) [5][2120/6282] eta: 0:03:13 time: 0.0466 data_time: 0.0018 memory: 1101 2022/08/07 16:03:39 - mmengine - INFO - Epoch(val) [5][2140/6282] eta: 0:03:18 time: 0.0480 data_time: 0.0017 memory: 1101 2022/08/07 16:03:40 - mmengine - INFO - Epoch(val) [5][2160/6282] eta: 0:03:13 time: 0.0469 data_time: 0.0018 memory: 1097 2022/08/07 16:03:41 - mmengine - INFO - Epoch(val) [5][2180/6282] eta: 0:03:18 time: 0.0484 data_time: 0.0019 memory: 1097 2022/08/07 16:03:42 - mmengine - INFO - Epoch(val) [5][2200/6282] eta: 0:03:13 time: 0.0475 data_time: 0.0017 memory: 1097 2022/08/07 16:03:43 - mmengine - INFO - Epoch(val) [5][2220/6282] eta: 0:03:11 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 16:03:44 - mmengine - INFO - Epoch(val) [5][2240/6282] eta: 0:03:09 time: 0.0469 data_time: 0.0017 memory: 1097 2022/08/07 16:03:45 - mmengine - INFO - Epoch(val) [5][2260/6282] eta: 0:03:14 time: 0.0482 data_time: 0.0017 memory: 1101 2022/08/07 16:03:46 - mmengine - INFO - Epoch(val) [5][2280/6282] eta: 0:03:08 time: 0.0472 data_time: 0.0018 memory: 1101 2022/08/07 16:03:47 - mmengine - INFO - Epoch(val) [5][2300/6282] eta: 0:03:07 time: 0.0471 data_time: 0.0018 memory: 1101 2022/08/07 16:03:48 - mmengine - INFO - Epoch(val) [5][2320/6282] eta: 0:04:55 time: 0.0746 data_time: 0.0024 memory: 1101 2022/08/07 16:03:49 - mmengine - INFO - Epoch(val) [5][2340/6282] eta: 0:03:16 time: 0.0498 data_time: 0.0017 memory: 1101 2022/08/07 16:03:50 - mmengine - INFO - Epoch(val) [5][2360/6282] eta: 0:03:34 time: 0.0548 data_time: 0.0023 memory: 1097 2022/08/07 16:03:51 - mmengine - INFO - Epoch(val) [5][2380/6282] eta: 0:03:18 time: 0.0509 data_time: 0.0023 memory: 1097 2022/08/07 16:03:52 - mmengine - INFO - Epoch(val) [5][2400/6282] eta: 0:03:16 time: 0.0507 data_time: 0.0023 memory: 1097 2022/08/07 16:03:53 - mmengine - INFO - Epoch(val) [5][2420/6282] eta: 0:03:18 time: 0.0515 data_time: 0.0018 memory: 1097 2022/08/07 16:03:54 - mmengine - INFO - Epoch(val) [5][2440/6282] eta: 0:03:28 time: 0.0543 data_time: 0.0026 memory: 1097 2022/08/07 16:03:56 - mmengine - INFO - Epoch(val) [5][2460/6282] eta: 0:04:03 time: 0.0637 data_time: 0.0028 memory: 1155 2022/08/07 16:03:57 - mmengine - INFO - Epoch(val) [5][2480/6282] eta: 0:03:59 time: 0.0631 data_time: 0.0032 memory: 1155 2022/08/07 16:03:59 - mmengine - INFO - Epoch(val) [5][2500/6282] eta: 0:05:14 time: 0.0832 data_time: 0.0029 memory: 1155 2022/08/07 16:04:00 - mmengine - INFO - Epoch(val) [5][2520/6282] eta: 0:03:41 time: 0.0589 data_time: 0.0021 memory: 1155 2022/08/07 16:04:01 - mmengine - INFO - Epoch(val) [5][2540/6282] eta: 0:03:31 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 16:04:02 - mmengine - INFO - Epoch(val) [5][2560/6282] eta: 0:03:41 time: 0.0594 data_time: 0.0019 memory: 1155 2022/08/07 16:04:03 - mmengine - INFO - Epoch(val) [5][2580/6282] eta: 0:03:30 time: 0.0568 data_time: 0.0019 memory: 1155 2022/08/07 16:04:05 - mmengine - INFO - Epoch(val) [5][2600/6282] eta: 0:03:38 time: 0.0592 data_time: 0.0019 memory: 1155 2022/08/07 16:04:06 - mmengine - INFO - Epoch(val) [5][2620/6282] eta: 0:03:41 time: 0.0604 data_time: 0.0021 memory: 1155 2022/08/07 16:04:07 - mmengine - INFO - Epoch(val) [5][2640/6282] eta: 0:03:30 time: 0.0579 data_time: 0.0019 memory: 1155 2022/08/07 16:04:08 - mmengine - INFO - Epoch(val) [5][2660/6282] eta: 0:04:19 time: 0.0717 data_time: 0.0024 memory: 1234 2022/08/07 16:04:10 - mmengine - INFO - Epoch(val) [5][2680/6282] eta: 0:04:23 time: 0.0733 data_time: 0.0030 memory: 1234 2022/08/07 16:04:11 - mmengine - INFO - Epoch(val) [5][2700/6282] eta: 0:04:51 time: 0.0815 data_time: 0.0029 memory: 1234 2022/08/07 16:04:13 - mmengine - INFO - Epoch(val) [5][2720/6282] eta: 0:04:17 time: 0.0722 data_time: 0.0027 memory: 1234 2022/08/07 16:04:14 - mmengine - INFO - Epoch(val) [5][2740/6282] eta: 0:03:58 time: 0.0673 data_time: 0.0020 memory: 1234 2022/08/07 16:04:15 - mmengine - INFO - Epoch(val) [5][2760/6282] eta: 0:02:56 time: 0.0501 data_time: 0.0019 memory: 1101 2022/08/07 16:04:16 - mmengine - INFO - Epoch(val) [5][2780/6282] eta: 0:02:50 time: 0.0488 data_time: 0.0018 memory: 1101 2022/08/07 16:04:17 - mmengine - INFO - Epoch(val) [5][2800/6282] eta: 0:02:53 time: 0.0499 data_time: 0.0022 memory: 1101 2022/08/07 16:04:18 - mmengine - INFO - Epoch(val) [5][2820/6282] eta: 0:02:47 time: 0.0483 data_time: 0.0022 memory: 1101 2022/08/07 16:04:19 - mmengine - INFO - Epoch(val) [5][2840/6282] eta: 0:02:44 time: 0.0478 data_time: 0.0019 memory: 1101 2022/08/07 16:04:20 - mmengine - INFO - Epoch(val) [5][2860/6282] eta: 0:03:12 time: 0.0563 data_time: 0.0020 memory: 1155 2022/08/07 16:04:21 - mmengine - INFO - Epoch(val) [5][2880/6282] eta: 0:03:09 time: 0.0558 data_time: 0.0018 memory: 1155 2022/08/07 16:04:22 - mmengine - INFO - Epoch(val) [5][2900/6282] eta: 0:03:07 time: 0.0554 data_time: 0.0019 memory: 1155 2022/08/07 16:04:24 - mmengine - INFO - Epoch(val) [5][2920/6282] eta: 0:02:50 time: 0.0507 data_time: 0.0016 memory: 1155 2022/08/07 16:04:25 - mmengine - INFO - Epoch(val) [5][2940/6282] eta: 0:02:46 time: 0.0497 data_time: 0.0018 memory: 1125 2022/08/07 16:04:26 - mmengine - INFO - Epoch(val) [5][2960/6282] eta: 0:02:44 time: 0.0496 data_time: 0.0018 memory: 1125 2022/08/07 16:04:27 - mmengine - INFO - Epoch(val) [5][2980/6282] eta: 0:02:45 time: 0.0501 data_time: 0.0018 memory: 1125 2022/08/07 16:04:27 - mmengine - INFO - Epoch(val) [5][3000/6282] eta: 0:02:36 time: 0.0478 data_time: 0.0018 memory: 1125 2022/08/07 16:04:29 - mmengine - INFO - Epoch(val) [5][3020/6282] eta: 0:03:03 time: 0.0564 data_time: 0.0018 memory: 1155 2022/08/07 16:04:30 - mmengine - INFO - Epoch(val) [5][3040/6282] eta: 0:03:06 time: 0.0575 data_time: 0.0018 memory: 1155 2022/08/07 16:04:32 - mmengine - INFO - Epoch(val) [5][3060/6282] eta: 0:04:44 time: 0.0884 data_time: 0.0045 memory: 1155 2022/08/07 16:04:33 - mmengine - INFO - Epoch(val) [5][3080/6282] eta: 0:03:05 time: 0.0579 data_time: 0.0019 memory: 1155 2022/08/07 16:04:34 - mmengine - INFO - Epoch(val) [5][3100/6282] eta: 0:02:46 time: 0.0522 data_time: 0.0018 memory: 1155 2022/08/07 16:04:35 - mmengine - INFO - Epoch(val) [5][3120/6282] eta: 0:02:39 time: 0.0506 data_time: 0.0018 memory: 1101 2022/08/07 16:04:36 - mmengine - INFO - Epoch(val) [5][3140/6282] eta: 0:02:33 time: 0.0487 data_time: 0.0017 memory: 1101 2022/08/07 16:04:37 - mmengine - INFO - Epoch(val) [5][3160/6282] eta: 0:02:29 time: 0.0479 data_time: 0.0017 memory: 1101 2022/08/07 16:04:38 - mmengine - INFO - Epoch(val) [5][3180/6282] eta: 0:02:37 time: 0.0506 data_time: 0.0020 memory: 1101 2022/08/07 16:04:39 - mmengine - INFO - Epoch(val) [5][3200/6282] eta: 0:02:45 time: 0.0538 data_time: 0.0018 memory: 1155 2022/08/07 16:04:40 - mmengine - INFO - Epoch(val) [5][3220/6282] eta: 0:02:47 time: 0.0546 data_time: 0.0018 memory: 1155 2022/08/07 16:04:41 - mmengine - INFO - Epoch(val) [5][3240/6282] eta: 0:02:50 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 16:04:42 - mmengine - INFO - Epoch(val) [5][3260/6282] eta: 0:02:50 time: 0.0565 data_time: 0.0017 memory: 1155 2022/08/07 16:04:43 - mmengine - INFO - Epoch(val) [5][3280/6282] eta: 0:02:52 time: 0.0576 data_time: 0.0019 memory: 1155 2022/08/07 16:04:44 - mmengine - INFO - Epoch(val) [5][3300/6282] eta: 0:02:54 time: 0.0585 data_time: 0.0018 memory: 1155 2022/08/07 16:04:46 - mmengine - INFO - Epoch(val) [5][3320/6282] eta: 0:02:55 time: 0.0593 data_time: 0.0019 memory: 1155 2022/08/07 16:04:47 - mmengine - INFO - Epoch(val) [5][3340/6282] eta: 0:02:57 time: 0.0603 data_time: 0.0022 memory: 1155 2022/08/07 16:04:48 - mmengine - INFO - Epoch(val) [5][3360/6282] eta: 0:02:43 time: 0.0561 data_time: 0.0017 memory: 1155 2022/08/07 16:04:49 - mmengine - INFO - Epoch(val) [5][3380/6282] eta: 0:02:41 time: 0.0557 data_time: 0.0017 memory: 1155 2022/08/07 16:04:51 - mmengine - INFO - Epoch(val) [5][3400/6282] eta: 0:03:38 time: 0.0758 data_time: 0.0022 memory: 1097 2022/08/07 16:04:52 - mmengine - INFO - Epoch(val) [5][3420/6282] eta: 0:02:20 time: 0.0490 data_time: 0.0035 memory: 1097 2022/08/07 16:04:53 - mmengine - INFO - Epoch(val) [5][3440/6282] eta: 0:02:17 time: 0.0483 data_time: 0.0018 memory: 1097 2022/08/07 16:04:54 - mmengine - INFO - Epoch(val) [5][3460/6282] eta: 0:02:16 time: 0.0483 data_time: 0.0019 memory: 1097 2022/08/07 16:04:55 - mmengine - INFO - Epoch(val) [5][3480/6282] eta: 0:02:16 time: 0.0488 data_time: 0.0018 memory: 1097 2022/08/07 16:04:55 - mmengine - INFO - Epoch(val) [5][3500/6282] eta: 0:02:10 time: 0.0469 data_time: 0.0017 memory: 1097 2022/08/07 16:04:56 - mmengine - INFO - Epoch(val) [5][3520/6282] eta: 0:02:15 time: 0.0489 data_time: 0.0017 memory: 1097 2022/08/07 16:04:57 - mmengine - INFO - Epoch(val) [5][3540/6282] eta: 0:02:19 time: 0.0507 data_time: 0.0017 memory: 1097 2022/08/07 16:04:58 - mmengine - INFO - Epoch(val) [5][3560/6282] eta: 0:02:14 time: 0.0495 data_time: 0.0017 memory: 1097 2022/08/07 16:04:59 - mmengine - INFO - Epoch(val) [5][3580/6282] eta: 0:02:14 time: 0.0499 data_time: 0.0019 memory: 1139 2022/08/07 16:05:01 - mmengine - INFO - Epoch(val) [5][3600/6282] eta: 0:02:22 time: 0.0530 data_time: 0.0019 memory: 1139 2022/08/07 16:05:02 - mmengine - INFO - Epoch(val) [5][3620/6282] eta: 0:03:50 time: 0.0865 data_time: 0.0019 memory: 1139 2022/08/07 16:05:03 - mmengine - INFO - Epoch(val) [5][3640/6282] eta: 0:02:18 time: 0.0525 data_time: 0.0019 memory: 1139 2022/08/07 16:05:04 - mmengine - INFO - Epoch(val) [5][3660/6282] eta: 0:02:19 time: 0.0532 data_time: 0.0022 memory: 1139 2022/08/07 16:05:06 - mmengine - INFO - Epoch(val) [5][3680/6282] eta: 0:02:28 time: 0.0570 data_time: 0.0021 memory: 1155 2022/08/07 16:05:07 - mmengine - INFO - Epoch(val) [5][3700/6282] eta: 0:02:28 time: 0.0576 data_time: 0.0021 memory: 1155 2022/08/07 16:05:08 - mmengine - INFO - Epoch(val) [5][3720/6282] eta: 0:02:28 time: 0.0579 data_time: 0.0021 memory: 1155 2022/08/07 16:05:09 - mmengine - INFO - Epoch(val) [5][3740/6282] eta: 0:02:22 time: 0.0561 data_time: 0.0020 memory: 1155 2022/08/07 16:05:10 - mmengine - INFO - Epoch(val) [5][3760/6282] eta: 0:02:21 time: 0.0560 data_time: 0.0019 memory: 1155 2022/08/07 16:05:11 - mmengine - INFO - Epoch(val) [5][3780/6282] eta: 0:02:26 time: 0.0584 data_time: 0.0020 memory: 1155 2022/08/07 16:05:12 - mmengine - INFO - Epoch(val) [5][3800/6282] eta: 0:02:19 time: 0.0562 data_time: 0.0017 memory: 1155 2022/08/07 16:05:13 - mmengine - INFO - Epoch(val) [5][3820/6282] eta: 0:02:16 time: 0.0556 data_time: 0.0017 memory: 1155 2022/08/07 16:05:15 - mmengine - INFO - Epoch(val) [5][3840/6282] eta: 0:02:15 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 16:05:16 - mmengine - INFO - Epoch(val) [5][3860/6282] eta: 0:02:12 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 16:05:17 - mmengine - INFO - Epoch(val) [5][3880/6282] eta: 0:02:12 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 16:05:18 - mmengine - INFO - Epoch(val) [5][3900/6282] eta: 0:02:12 time: 0.0555 data_time: 0.0019 memory: 1155 2022/08/07 16:05:19 - mmengine - INFO - Epoch(val) [5][3920/6282] eta: 0:02:09 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 16:05:21 - mmengine - INFO - Epoch(val) [5][3940/6282] eta: 0:03:05 time: 0.0794 data_time: 0.0017 memory: 1155 2022/08/07 16:05:22 - mmengine - INFO - Epoch(val) [5][3960/6282] eta: 0:02:17 time: 0.0593 data_time: 0.0019 memory: 1155 2022/08/07 16:05:23 - mmengine - INFO - Epoch(val) [5][3980/6282] eta: 0:02:10 time: 0.0567 data_time: 0.0017 memory: 1155 2022/08/07 16:05:24 - mmengine - INFO - Epoch(val) [5][4000/6282] eta: 0:02:08 time: 0.0564 data_time: 0.0018 memory: 1155 2022/08/07 16:05:25 - mmengine - INFO - Epoch(val) [5][4020/6282] eta: 0:02:12 time: 0.0585 data_time: 0.0017 memory: 1155 2022/08/07 16:05:26 - mmengine - INFO - Epoch(val) [5][4040/6282] eta: 0:02:12 time: 0.0591 data_time: 0.0018 memory: 1234 2022/08/07 16:05:28 - mmengine - INFO - Epoch(val) [5][4060/6282] eta: 0:02:41 time: 0.0727 data_time: 0.0037 memory: 1234 2022/08/07 16:05:29 - mmengine - INFO - Epoch(val) [5][4080/6282] eta: 0:02:36 time: 0.0712 data_time: 0.0024 memory: 1234 2022/08/07 16:05:31 - mmengine - INFO - Epoch(val) [5][4100/6282] eta: 0:02:39 time: 0.0730 data_time: 0.0025 memory: 1234 2022/08/07 16:05:32 - mmengine - INFO - Epoch(val) [5][4120/6282] eta: 0:02:35 time: 0.0717 data_time: 0.0028 memory: 1234 2022/08/07 16:05:33 - mmengine - INFO - Epoch(val) [5][4140/6282] eta: 0:02:15 time: 0.0633 data_time: 0.0020 memory: 1234 2022/08/07 16:05:34 - mmengine - INFO - Epoch(val) [5][4160/6282] eta: 0:01:40 time: 0.0475 data_time: 0.0017 memory: 1097 2022/08/07 16:05:35 - mmengine - INFO - Epoch(val) [5][4180/6282] eta: 0:01:47 time: 0.0513 data_time: 0.0021 memory: 1097 2022/08/07 16:05:36 - mmengine - INFO - Epoch(val) [5][4200/6282] eta: 0:01:39 time: 0.0480 data_time: 0.0016 memory: 1097 2022/08/07 16:05:37 - mmengine - INFO - Epoch(val) [5][4220/6282] eta: 0:01:38 time: 0.0478 data_time: 0.0018 memory: 1097 2022/08/07 16:05:38 - mmengine - INFO - Epoch(val) [5][4240/6282] eta: 0:01:37 time: 0.0479 data_time: 0.0017 memory: 1097 2022/08/07 16:05:39 - mmengine - INFO - Epoch(val) [5][4260/6282] eta: 0:01:34 time: 0.0466 data_time: 0.0016 memory: 1096 2022/08/07 16:05:41 - mmengine - INFO - Epoch(val) [5][4280/6282] eta: 0:02:24 time: 0.0724 data_time: 0.0016 memory: 1096 2022/08/07 16:05:42 - mmengine - INFO - Epoch(val) [5][4300/6282] eta: 0:01:37 time: 0.0494 data_time: 0.0023 memory: 1096 2022/08/07 16:05:43 - mmengine - INFO - Epoch(val) [5][4320/6282] eta: 0:01:34 time: 0.0479 data_time: 0.0020 memory: 1096 2022/08/07 16:05:44 - mmengine - INFO - Epoch(val) [5][4340/6282] eta: 0:01:34 time: 0.0487 data_time: 0.0016 memory: 1096 2022/08/07 16:05:45 - mmengine - INFO - Epoch(val) [5][4360/6282] eta: 0:01:46 time: 0.0555 data_time: 0.0017 memory: 1155 2022/08/07 16:05:46 - mmengine - INFO - Epoch(val) [5][4380/6282] eta: 0:01:47 time: 0.0564 data_time: 0.0017 memory: 1155 2022/08/07 16:05:47 - mmengine - INFO - Epoch(val) [5][4400/6282] eta: 0:01:49 time: 0.0582 data_time: 0.0018 memory: 1155 2022/08/07 16:05:48 - mmengine - INFO - Epoch(val) [5][4420/6282] eta: 0:01:45 time: 0.0567 data_time: 0.0017 memory: 1155 2022/08/07 16:05:49 - mmengine - INFO - Epoch(val) [5][4440/6282] eta: 0:01:51 time: 0.0604 data_time: 0.0020 memory: 1163 2022/08/07 16:05:51 - mmengine - INFO - Epoch(val) [5][4460/6282] eta: 0:01:49 time: 0.0603 data_time: 0.0027 memory: 1163 2022/08/07 16:05:52 - mmengine - INFO - Epoch(val) [5][4480/6282] eta: 0:01:41 time: 0.0561 data_time: 0.0018 memory: 1163 2022/08/07 16:05:53 - mmengine - INFO - Epoch(val) [5][4500/6282] eta: 0:01:38 time: 0.0554 data_time: 0.0017 memory: 1163 2022/08/07 16:05:54 - mmengine - INFO - Epoch(val) [5][4520/6282] eta: 0:01:34 time: 0.0534 data_time: 0.0018 memory: 1163 2022/08/07 16:05:55 - mmengine - INFO - Epoch(val) [5][4540/6282] eta: 0:01:25 time: 0.0490 data_time: 0.0019 memory: 1101 2022/08/07 16:05:56 - mmengine - INFO - Epoch(val) [5][4560/6282] eta: 0:01:21 time: 0.0474 data_time: 0.0017 memory: 1101 2022/08/07 16:05:57 - mmengine - INFO - Epoch(val) [5][4580/6282] eta: 0:01:22 time: 0.0483 data_time: 0.0023 memory: 1101 2022/08/07 16:05:58 - mmengine - INFO - Epoch(val) [5][4600/6282] eta: 0:01:21 time: 0.0485 data_time: 0.0022 memory: 1101 2022/08/07 16:05:59 - mmengine - INFO - Epoch(val) [5][4620/6282] eta: 0:01:18 time: 0.0474 data_time: 0.0022 memory: 1101 2022/08/07 16:06:00 - mmengine - INFO - Epoch(val) [5][4640/6282] eta: 0:01:34 time: 0.0578 data_time: 0.0018 memory: 1163 2022/08/07 16:06:02 - mmengine - INFO - Epoch(val) [5][4660/6282] eta: 0:02:18 time: 0.0856 data_time: 0.0024 memory: 1163 2022/08/07 16:06:03 - mmengine - INFO - Epoch(val) [5][4680/6282] eta: 0:01:29 time: 0.0556 data_time: 0.0018 memory: 1163 2022/08/07 16:06:04 - mmengine - INFO - Epoch(val) [5][4700/6282] eta: 0:01:26 time: 0.0547 data_time: 0.0017 memory: 1163 2022/08/07 16:06:05 - mmengine - INFO - Epoch(val) [5][4720/6282] eta: 0:01:25 time: 0.0545 data_time: 0.0017 memory: 1163 2022/08/07 16:06:06 - mmengine - INFO - Epoch(val) [5][4740/6282] eta: 0:01:17 time: 0.0500 data_time: 0.0017 memory: 1122 2022/08/07 16:06:07 - mmengine - INFO - Epoch(val) [5][4760/6282] eta: 0:01:18 time: 0.0513 data_time: 0.0018 memory: 1122 2022/08/07 16:06:08 - mmengine - INFO - Epoch(val) [5][4780/6282] eta: 0:01:15 time: 0.0502 data_time: 0.0021 memory: 1122 2022/08/07 16:06:09 - mmengine - INFO - Epoch(val) [5][4800/6282] eta: 0:01:15 time: 0.0511 data_time: 0.0020 memory: 1122 2022/08/07 16:06:10 - mmengine - INFO - Epoch(val) [5][4820/6282] eta: 0:01:16 time: 0.0521 data_time: 0.0017 memory: 1155 2022/08/07 16:06:11 - mmengine - INFO - Epoch(val) [5][4840/6282] eta: 0:01:22 time: 0.0571 data_time: 0.0024 memory: 1155 2022/08/07 16:06:12 - mmengine - INFO - Epoch(val) [5][4860/6282] eta: 0:01:18 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 16:06:13 - mmengine - INFO - Epoch(val) [5][4880/6282] eta: 0:01:21 time: 0.0579 data_time: 0.0022 memory: 1155 2022/08/07 16:06:15 - mmengine - INFO - Epoch(val) [5][4900/6282] eta: 0:01:23 time: 0.0603 data_time: 0.0020 memory: 1155 2022/08/07 16:06:16 - mmengine - INFO - Epoch(val) [5][4920/6282] eta: 0:01:22 time: 0.0605 data_time: 0.0020 memory: 1158 2022/08/07 16:06:17 - mmengine - INFO - Epoch(val) [5][4940/6282] eta: 0:01:20 time: 0.0600 data_time: 0.0021 memory: 1158 2022/08/07 16:06:18 - mmengine - INFO - Epoch(val) [5][4960/6282] eta: 0:01:18 time: 0.0593 data_time: 0.0018 memory: 1158 2022/08/07 16:06:19 - mmengine - INFO - Epoch(val) [5][4980/6282] eta: 0:01:17 time: 0.0599 data_time: 0.0018 memory: 1158 2022/08/07 16:06:21 - mmengine - INFO - Epoch(val) [5][5000/6282] eta: 0:01:49 time: 0.0851 data_time: 0.0023 memory: 1158 2022/08/07 16:06:22 - mmengine - INFO - Epoch(val) [5][5020/6282] eta: 0:01:05 time: 0.0521 data_time: 0.0017 memory: 1158 2022/08/07 16:06:23 - mmengine - INFO - Epoch(val) [5][5040/6282] eta: 0:00:57 time: 0.0465 data_time: 0.0017 memory: 1101 2022/08/07 16:06:24 - mmengine - INFO - Epoch(val) [5][5060/6282] eta: 0:00:56 time: 0.0463 data_time: 0.0017 memory: 1101 2022/08/07 16:06:25 - mmengine - INFO - Epoch(val) [5][5080/6282] eta: 0:00:56 time: 0.0469 data_time: 0.0016 memory: 1101 2022/08/07 16:06:26 - mmengine - INFO - Epoch(val) [5][5100/6282] eta: 0:00:55 time: 0.0473 data_time: 0.0018 memory: 1101 2022/08/07 16:06:27 - mmengine - INFO - Epoch(val) [5][5120/6282] eta: 0:00:56 time: 0.0488 data_time: 0.0020 memory: 1101 2022/08/07 16:06:28 - mmengine - INFO - Epoch(val) [5][5140/6282] eta: 0:00:53 time: 0.0473 data_time: 0.0018 memory: 1097 2022/08/07 16:06:29 - mmengine - INFO - Epoch(val) [5][5160/6282] eta: 0:00:53 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 16:06:30 - mmengine - INFO - Epoch(val) [5][5180/6282] eta: 0:00:52 time: 0.0476 data_time: 0.0017 memory: 1097 2022/08/07 16:06:31 - mmengine - INFO - Epoch(val) [5][5200/6282] eta: 0:00:54 time: 0.0503 data_time: 0.0018 memory: 1097 2022/08/07 16:06:32 - mmengine - INFO - Epoch(val) [5][5220/6282] eta: 0:00:50 time: 0.0472 data_time: 0.0020 memory: 1097 2022/08/07 16:06:33 - mmengine - INFO - Epoch(val) [5][5240/6282] eta: 0:00:49 time: 0.0470 data_time: 0.0017 memory: 1096 2022/08/07 16:06:34 - mmengine - INFO - Epoch(val) [5][5260/6282] eta: 0:00:47 time: 0.0468 data_time: 0.0018 memory: 1096 2022/08/07 16:06:35 - mmengine - INFO - Epoch(val) [5][5280/6282] eta: 0:00:47 time: 0.0472 data_time: 0.0017 memory: 1096 2022/08/07 16:06:36 - mmengine - INFO - Epoch(val) [5][5300/6282] eta: 0:00:47 time: 0.0485 data_time: 0.0018 memory: 1096 2022/08/07 16:06:36 - mmengine - INFO - Epoch(val) [5][5320/6282] eta: 0:00:45 time: 0.0476 data_time: 0.0019 memory: 1097 2022/08/07 16:06:37 - mmengine - INFO - Epoch(val) [5][5340/6282] eta: 0:00:45 time: 0.0481 data_time: 0.0018 memory: 1097 2022/08/07 16:06:38 - mmengine - INFO - Epoch(val) [5][5360/6282] eta: 0:00:43 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 16:06:39 - mmengine - INFO - Epoch(val) [5][5380/6282] eta: 0:00:43 time: 0.0482 data_time: 0.0020 memory: 1097 2022/08/07 16:06:41 - mmengine - INFO - Epoch(val) [5][5400/6282] eta: 0:01:02 time: 0.0713 data_time: 0.0019 memory: 1097 2022/08/07 16:06:42 - mmengine - INFO - Epoch(val) [5][5420/6282] eta: 0:00:41 time: 0.0485 data_time: 0.0018 memory: 1097 2022/08/07 16:06:43 - mmengine - INFO - Epoch(val) [5][5440/6282] eta: 0:00:39 time: 0.0474 data_time: 0.0017 memory: 1097 2022/08/07 16:06:44 - mmengine - INFO - Epoch(val) [5][5460/6282] eta: 0:00:38 time: 0.0465 data_time: 0.0018 memory: 1097 2022/08/07 16:06:45 - mmengine - INFO - Epoch(val) [5][5480/6282] eta: 0:00:37 time: 0.0470 data_time: 0.0019 memory: 1097 2022/08/07 16:06:46 - mmengine - INFO - Epoch(val) [5][5500/6282] eta: 0:00:37 time: 0.0480 data_time: 0.0016 memory: 1097 2022/08/07 16:06:46 - mmengine - INFO - Epoch(val) [5][5520/6282] eta: 0:00:35 time: 0.0466 data_time: 0.0017 memory: 1118 2022/08/07 16:06:47 - mmengine - INFO - Epoch(val) [5][5540/6282] eta: 0:00:35 time: 0.0481 data_time: 0.0023 memory: 1118 2022/08/07 16:06:48 - mmengine - INFO - Epoch(val) [5][5560/6282] eta: 0:00:34 time: 0.0482 data_time: 0.0018 memory: 1118 2022/08/07 16:06:49 - mmengine - INFO - Epoch(val) [5][5580/6282] eta: 0:00:34 time: 0.0487 data_time: 0.0021 memory: 1118 2022/08/07 16:06:50 - mmengine - INFO - Epoch(val) [5][5600/6282] eta: 0:00:33 time: 0.0498 data_time: 0.0018 memory: 1118 2022/08/07 16:06:51 - mmengine - INFO - Epoch(val) [5][5620/6282] eta: 0:00:31 time: 0.0475 data_time: 0.0019 memory: 1118 2022/08/07 16:06:52 - mmengine - INFO - Epoch(val) [5][5640/6282] eta: 0:00:30 time: 0.0480 data_time: 0.0019 memory: 1097 2022/08/07 16:06:53 - mmengine - INFO - Epoch(val) [5][5660/6282] eta: 0:00:29 time: 0.0475 data_time: 0.0019 memory: 1097 2022/08/07 16:06:54 - mmengine - INFO - Epoch(val) [5][5680/6282] eta: 0:00:29 time: 0.0482 data_time: 0.0023 memory: 1097 2022/08/07 16:06:55 - mmengine - INFO - Epoch(val) [5][5700/6282] eta: 0:00:27 time: 0.0480 data_time: 0.0019 memory: 1097 2022/08/07 16:06:56 - mmengine - INFO - Epoch(val) [5][5720/6282] eta: 0:00:27 time: 0.0482 data_time: 0.0021 memory: 1130 2022/08/07 16:06:57 - mmengine - INFO - Epoch(val) [5][5740/6282] eta: 0:00:26 time: 0.0492 data_time: 0.0017 memory: 1130 2022/08/07 16:06:58 - mmengine - INFO - Epoch(val) [5][5760/6282] eta: 0:00:25 time: 0.0495 data_time: 0.0016 memory: 1130 2022/08/07 16:06:59 - mmengine - INFO - Epoch(val) [5][5780/6282] eta: 0:00:24 time: 0.0495 data_time: 0.0017 memory: 1130 2022/08/07 16:07:00 - mmengine - INFO - Epoch(val) [5][5800/6282] eta: 0:00:23 time: 0.0480 data_time: 0.0017 memory: 1130 2022/08/07 16:07:02 - mmengine - INFO - Epoch(val) [5][5820/6282] eta: 0:00:35 time: 0.0768 data_time: 0.0020 memory: 1130 2022/08/07 16:07:03 - mmengine - INFO - Epoch(val) [5][5840/6282] eta: 0:00:22 time: 0.0498 data_time: 0.0017 memory: 1118 2022/08/07 16:07:04 - mmengine - INFO - Epoch(val) [5][5860/6282] eta: 0:00:20 time: 0.0494 data_time: 0.0016 memory: 1118 2022/08/07 16:07:05 - mmengine - INFO - Epoch(val) [5][5880/6282] eta: 0:00:20 time: 0.0501 data_time: 0.0020 memory: 1118 2022/08/07 16:07:06 - mmengine - INFO - Epoch(val) [5][5900/6282] eta: 0:00:19 time: 0.0518 data_time: 0.0019 memory: 1118 2022/08/07 16:07:07 - mmengine - INFO - Epoch(val) [5][5920/6282] eta: 0:00:18 time: 0.0500 data_time: 0.0018 memory: 1118 2022/08/07 16:07:08 - mmengine - INFO - Epoch(val) [5][5940/6282] eta: 0:00:16 time: 0.0482 data_time: 0.0018 memory: 1097 2022/08/07 16:07:09 - mmengine - INFO - Epoch(val) [5][5960/6282] eta: 0:00:15 time: 0.0497 data_time: 0.0021 memory: 1097 2022/08/07 16:07:10 - mmengine - INFO - Epoch(val) [5][5980/6282] eta: 0:00:15 time: 0.0514 data_time: 0.0018 memory: 1097 2022/08/07 16:07:11 - mmengine - INFO - Epoch(val) [5][6000/6282] eta: 0:00:15 time: 0.0559 data_time: 0.0022 memory: 1155 2022/08/07 16:07:12 - mmengine - INFO - Epoch(val) [5][6020/6282] eta: 0:00:14 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 16:07:13 - mmengine - INFO - Epoch(val) [5][6040/6282] eta: 0:00:13 time: 0.0542 data_time: 0.0018 memory: 1155 2022/08/07 16:07:14 - mmengine - INFO - Epoch(val) [5][6060/6282] eta: 0:00:12 time: 0.0549 data_time: 0.0017 memory: 1155 2022/08/07 16:07:15 - mmengine - INFO - Epoch(val) [5][6080/6282] eta: 0:00:11 time: 0.0547 data_time: 0.0017 memory: 1155 2022/08/07 16:07:16 - mmengine - INFO - Epoch(val) [5][6100/6282] eta: 0:00:09 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 16:07:17 - mmengine - INFO - Epoch(val) [5][6120/6282] eta: 0:00:08 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 16:07:18 - mmengine - INFO - Epoch(val) [5][6140/6282] eta: 0:00:07 time: 0.0535 data_time: 0.0016 memory: 1155 2022/08/07 16:07:20 - mmengine - INFO - Epoch(val) [5][6160/6282] eta: 0:00:06 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 16:07:21 - mmengine - INFO - Epoch(val) [5][6180/6282] eta: 0:00:07 time: 0.0750 data_time: 0.0020 memory: 1155 2022/08/07 16:07:22 - mmengine - INFO - Epoch(val) [5][6200/6282] eta: 0:00:04 time: 0.0531 data_time: 0.0015 memory: 1155 2022/08/07 16:07:23 - mmengine - INFO - Epoch(val) [5][6220/6282] eta: 0:00:03 time: 0.0530 data_time: 0.0013 memory: 1155 2022/08/07 16:07:24 - mmengine - INFO - Epoch(val) [5][6240/6282] eta: 0:00:02 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 16:07:25 - mmengine - INFO - Epoch(val) [5][6260/6282] eta: 0:00:01 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 16:07:26 - mmengine - INFO - Epoch(val) [5][6280/6282] eta: 0:00:00 time: 0.0531 data_time: 0.0015 memory: 1155 2022/08/07 16:12:04 - mmengine - INFO - Epoch(val) [5][6282/6282] mAP/mAP@0.5IOU: 0.2366 2022/08/07 16:12:29 - mmengine - INFO - Epoch(train) [6][20/1441] lr: 2.0000e-01 eta: 5:40:16 time: 1.2291 data_time: 0.0826 memory: 23477 grad_norm: 0.1036 recall@thr=0.5: 0.6611 prec@thr=0.5: 0.8449 recall@top3: 0.7722 prec@top3: 0.7222 recall@top5: 0.8884 prec@top5: 0.5278 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 16:12:47 - mmengine - INFO - Epoch(train) [6][40/1441] lr: 2.0000e-01 eta: 5:39:56 time: 0.9207 data_time: 0.0217 memory: 23477 grad_norm: 0.1068 recall@thr=0.5: 0.6602 prec@thr=0.5: 0.7097 recall@top3: 0.7586 prec@top3: 0.6559 recall@top5: 0.8949 prec@top5: 0.4710 loss_action_cls: 0.0530 loss: 0.0530 2022/08/07 16:13:06 - mmengine - INFO - Epoch(train) [6][60/1441] lr: 2.0000e-01 eta: 5:39:37 time: 0.9404 data_time: 0.0249 memory: 23477 grad_norm: 0.0992 recall@thr=0.5: 0.6083 prec@thr=0.5: 0.7174 recall@top3: 0.7576 prec@top3: 0.6304 recall@top5: 0.9159 prec@top5: 0.4609 loss_action_cls: 0.0470 loss: 0.0470 2022/08/07 16:13:25 - mmengine - INFO - Epoch(train) [6][80/1441] lr: 2.0000e-01 eta: 5:39:16 time: 0.9173 data_time: 0.0218 memory: 23477 grad_norm: 0.0980 recall@thr=0.5: 0.6315 prec@thr=0.5: 0.7296 recall@top3: 0.7444 prec@top3: 0.6000 recall@top5: 0.8519 prec@top5: 0.4222 loss_action_cls: 0.0473 loss: 0.0473 2022/08/07 16:13:43 - mmengine - INFO - Epoch(train) [6][100/1441] lr: 2.0000e-01 eta: 5:38:55 time: 0.9146 data_time: 0.0270 memory: 23477 grad_norm: 0.0997 recall@thr=0.5: 0.6326 prec@thr=0.5: 0.8636 recall@top3: 0.7235 prec@top3: 0.6667 recall@top5: 0.8769 prec@top5: 0.5000 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 16:14:01 - mmengine - INFO - Epoch(train) [6][120/1441] lr: 2.0000e-01 eta: 5:38:35 time: 0.9225 data_time: 0.0241 memory: 23477 grad_norm: 0.0989 recall@thr=0.5: 0.6229 prec@thr=0.5: 0.7583 recall@top3: 0.7417 prec@top3: 0.7000 recall@top5: 0.9187 prec@top5: 0.5200 loss_action_cls: 0.0452 loss: 0.0452 2022/08/07 16:14:19 - mmengine - INFO - Epoch(train) [6][140/1441] lr: 2.0000e-01 eta: 5:38:13 time: 0.8972 data_time: 0.0246 memory: 23477 grad_norm: 0.1099 recall@thr=0.5: 0.7384 prec@thr=0.5: 0.6938 recall@top3: 0.7771 prec@top3: 0.6744 recall@top5: 0.9070 prec@top5: 0.4744 loss_action_cls: 0.0473 loss: 0.0473 2022/08/07 16:14:38 - mmengine - INFO - Epoch(train) [6][160/1441] lr: 2.0000e-01 eta: 5:37:53 time: 0.9234 data_time: 0.0239 memory: 23477 grad_norm: 0.1062 recall@thr=0.5: 0.8080 prec@thr=0.5: 0.9384 recall@top3: 0.9384 prec@top3: 0.7536 recall@top5: 0.9873 prec@top5: 0.4913 loss_action_cls: 0.0485 loss: 0.0485 2022/08/07 16:14:56 - mmengine - INFO - Epoch(train) [6][180/1441] lr: 2.0000e-01 eta: 5:37:32 time: 0.9039 data_time: 0.0268 memory: 23477 grad_norm: 0.0996 recall@thr=0.5: 0.7233 prec@thr=0.5: 0.7579 recall@top3: 0.8192 prec@top3: 0.6164 recall@top5: 0.9843 prec@top5: 0.4528 loss_action_cls: 0.0515 loss: 0.0515 2022/08/07 16:15:14 - mmengine - INFO - Epoch(train) [6][200/1441] lr: 2.0000e-01 eta: 5:37:12 time: 0.9293 data_time: 0.0263 memory: 23477 grad_norm: 0.1023 recall@thr=0.5: 0.7592 prec@thr=0.5: 0.8050 recall@top3: 0.8571 prec@top3: 0.7092 recall@top5: 0.9521 prec@top5: 0.4894 loss_action_cls: 0.0481 loss: 0.0481 2022/08/07 16:15:33 - mmengine - INFO - Epoch(train) [6][220/1441] lr: 2.0000e-01 eta: 5:36:52 time: 0.9232 data_time: 0.0237 memory: 23477 grad_norm: 0.0996 recall@thr=0.5: 0.6865 prec@thr=0.5: 0.7738 recall@top3: 0.7500 prec@top3: 0.6587 recall@top5: 0.8690 prec@top5: 0.4714 loss_action_cls: 0.0471 loss: 0.0471 2022/08/07 16:15:50 - mmengine - INFO - Epoch(train) [6][240/1441] lr: 2.0000e-01 eta: 5:36:30 time: 0.8824 data_time: 0.0237 memory: 23477 grad_norm: 0.1054 recall@thr=0.5: 0.6172 prec@thr=0.5: 0.8362 recall@top3: 0.8079 prec@top3: 0.6384 recall@top5: 0.9068 prec@top5: 0.4441 loss_action_cls: 0.0494 loss: 0.0494 2022/08/07 16:16:08 - mmengine - INFO - Epoch(train) [6][260/1441] lr: 2.0000e-01 eta: 5:36:08 time: 0.8989 data_time: 0.0245 memory: 23477 grad_norm: 0.1022 recall@thr=0.5: 0.6160 prec@thr=0.5: 0.7788 recall@top3: 0.7785 prec@top3: 0.7244 recall@top5: 0.9375 prec@top5: 0.5538 loss_action_cls: 0.0484 loss: 0.0484 2022/08/07 16:16:27 - mmengine - INFO - Epoch(train) [6][280/1441] lr: 2.0000e-01 eta: 5:35:48 time: 0.9143 data_time: 0.0249 memory: 23477 grad_norm: 0.0993 recall@thr=0.5: 0.6402 prec@thr=0.5: 0.7946 recall@top3: 0.7848 prec@top3: 0.6726 recall@top5: 0.9065 prec@top5: 0.4857 loss_action_cls: 0.0449 loss: 0.0449 2022/08/07 16:16:45 - mmengine - INFO - Epoch(train) [6][300/1441] lr: 2.0000e-01 eta: 5:35:27 time: 0.9078 data_time: 0.0262 memory: 23477 grad_norm: 0.1017 recall@thr=0.5: 0.6230 prec@thr=0.5: 0.7460 recall@top3: 0.7718 prec@top3: 0.6032 recall@top5: 0.9365 prec@top5: 0.4476 loss_action_cls: 0.0485 loss: 0.0485 2022/08/07 16:17:04 - mmengine - INFO - Epoch(train) [6][320/1441] lr: 2.0000e-01 eta: 5:35:08 time: 0.9558 data_time: 0.0262 memory: 23477 grad_norm: 0.1011 recall@thr=0.5: 0.6065 prec@thr=0.5: 0.7474 recall@top3: 0.7596 prec@top3: 0.6667 recall@top5: 0.9156 prec@top5: 0.4906 loss_action_cls: 0.0513 loss: 0.0513 2022/08/07 16:17:22 - mmengine - INFO - Epoch(train) [6][340/1441] lr: 2.0000e-01 eta: 5:34:47 time: 0.9046 data_time: 0.0247 memory: 23477 grad_norm: 0.0978 recall@thr=0.5: 0.7862 prec@thr=0.5: 0.7926 recall@top3: 0.8112 prec@top3: 0.7244 recall@top5: 0.9561 prec@top5: 0.5346 loss_action_cls: 0.0502 loss: 0.0502 2022/08/07 16:17:40 - mmengine - INFO - Epoch(train) [6][360/1441] lr: 2.0000e-01 eta: 5:34:26 time: 0.9089 data_time: 0.0219 memory: 23477 grad_norm: 0.1083 recall@thr=0.5: 0.6634 prec@thr=0.5: 0.7810 recall@top3: 0.8088 prec@top3: 0.5948 recall@top5: 0.9690 prec@top5: 0.4392 loss_action_cls: 0.0444 loss: 0.0444 2022/08/07 16:17:58 - mmengine - INFO - Epoch(train) [6][380/1441] lr: 2.0000e-01 eta: 5:34:06 time: 0.9111 data_time: 0.0261 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.6386 prec@thr=0.5: 0.7348 recall@top3: 0.7617 prec@top3: 0.5682 recall@top5: 0.9424 prec@top5: 0.4455 loss_action_cls: 0.0514 loss: 0.0514 2022/08/07 16:18:17 - mmengine - INFO - Epoch(train) [6][400/1441] lr: 2.0000e-01 eta: 5:33:46 time: 0.9282 data_time: 0.0244 memory: 23477 grad_norm: 0.1029 recall@thr=0.5: 0.7542 prec@thr=0.5: 0.7208 recall@top3: 0.8208 prec@top3: 0.6167 recall@top5: 0.8958 prec@top5: 0.4100 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 16:18:35 - mmengine - INFO - Epoch(train) [6][420/1441] lr: 2.0000e-01 eta: 5:33:25 time: 0.9117 data_time: 0.0250 memory: 23477 grad_norm: 0.0975 recall@thr=0.5: 0.5908 prec@thr=0.5: 0.6684 recall@top3: 0.6741 prec@top3: 0.6327 recall@top5: 0.8371 prec@top5: 0.4694 loss_action_cls: 0.0491 loss: 0.0491 2022/08/07 16:18:54 - mmengine - INFO - Epoch(train) [6][440/1441] lr: 2.0000e-01 eta: 5:33:05 time: 0.9147 data_time: 0.0218 memory: 23477 grad_norm: 0.0976 recall@thr=0.5: 0.6686 prec@thr=0.5: 0.8798 recall@top3: 0.8391 prec@top3: 0.6822 recall@top5: 0.9690 prec@top5: 0.4884 loss_action_cls: 0.0449 loss: 0.0449 2022/08/07 16:19:12 - mmengine - INFO - Epoch(train) [6][460/1441] lr: 2.0000e-01 eta: 5:32:44 time: 0.9077 data_time: 0.0247 memory: 23477 grad_norm: 0.0988 recall@thr=0.5: 0.4876 prec@thr=0.5: 0.7589 recall@top3: 0.8209 prec@top3: 0.7092 recall@top5: 0.9716 prec@top5: 0.5064 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 16:19:35 - mmengine - INFO - Epoch(train) [6][480/1441] lr: 2.0000e-01 eta: 5:32:38 time: 1.1746 data_time: 0.0372 memory: 23477 grad_norm: 0.0993 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8281 recall@top3: 0.8420 prec@top3: 0.6944 recall@top5: 0.9688 prec@top5: 0.4875 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 16:19:57 - mmengine - INFO - Epoch(train) [6][500/1441] lr: 2.0000e-01 eta: 5:32:26 time: 1.0840 data_time: 0.1226 memory: 23477 grad_norm: 0.0986 recall@thr=0.5: 0.7090 prec@thr=0.5: 0.6796 recall@top3: 0.7685 prec@top3: 0.5714 recall@top5: 0.9405 prec@top5: 0.4222 loss_action_cls: 0.0442 loss: 0.0442 2022/08/07 16:20:20 - mmengine - INFO - Epoch(train) [6][520/1441] lr: 2.0000e-01 eta: 5:32:20 time: 1.1728 data_time: 0.2586 memory: 23477 grad_norm: 0.1057 recall@thr=0.5: 0.7174 prec@thr=0.5: 0.7138 recall@top3: 0.7899 prec@top3: 0.6377 recall@top5: 0.9058 prec@top5: 0.4435 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 16:20:43 - mmengine - INFO - Epoch(train) [6][540/1441] lr: 2.0000e-01 eta: 5:32:12 time: 1.1457 data_time: 0.0255 memory: 23477 grad_norm: 0.1074 recall@thr=0.5: 0.7531 prec@thr=0.5: 0.8167 recall@top3: 0.8179 prec@top3: 0.6667 recall@top5: 0.9352 prec@top5: 0.4630 loss_action_cls: 0.0501 loss: 0.0501 2022/08/07 16:21:02 - mmengine - INFO - Epoch(train) [6][560/1441] lr: 2.0000e-01 eta: 5:31:52 time: 0.9351 data_time: 0.0252 memory: 23477 grad_norm: 0.1056 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.8861 recall@top3: 0.8486 prec@top3: 0.6871 recall@top5: 0.9354 prec@top5: 0.4694 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 16:21:20 - mmengine - INFO - Epoch(train) [6][580/1441] lr: 2.0000e-01 eta: 5:31:30 time: 0.8884 data_time: 0.0249 memory: 23477 grad_norm: 0.0986 recall@thr=0.5: 0.6824 prec@thr=0.5: 0.7327 recall@top3: 0.7170 prec@top3: 0.6101 recall@top5: 0.8113 prec@top5: 0.4264 loss_action_cls: 0.0503 loss: 0.0503 2022/08/07 16:21:39 - mmengine - INFO - Epoch(train) [6][600/1441] lr: 2.0000e-01 eta: 5:31:12 time: 0.9553 data_time: 0.0261 memory: 23477 grad_norm: 0.1013 recall@thr=0.5: 0.6886 prec@thr=0.5: 0.6652 recall@top3: 0.7924 prec@top3: 0.6316 recall@top5: 0.9137 prec@top5: 0.4526 loss_action_cls: 0.0498 loss: 0.0498 2022/08/07 16:21:57 - mmengine - INFO - Epoch(train) [6][620/1441] lr: 2.0000e-01 eta: 5:30:51 time: 0.9123 data_time: 0.0264 memory: 23477 grad_norm: 0.0995 recall@thr=0.5: 0.6825 prec@thr=0.5: 0.7341 recall@top3: 0.9127 prec@top3: 0.6905 recall@top5: 1.0000 prec@top5: 0.4571 loss_action_cls: 0.0496 loss: 0.0496 2022/08/07 16:22:24 - mmengine - INFO - Epoch(train) [6][640/1441] lr: 2.0000e-01 eta: 5:30:53 time: 1.3257 data_time: 0.0288 memory: 23477 grad_norm: 0.1009 recall@thr=0.5: 0.7287 prec@thr=0.5: 0.8128 recall@top3: 0.7655 prec@top3: 0.6744 recall@top5: 0.9205 prec@top5: 0.5116 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 16:22:46 - mmengine - INFO - Epoch(train) [6][660/1441] lr: 2.0000e-01 eta: 5:30:43 time: 1.1173 data_time: 0.0313 memory: 23477 grad_norm: 0.1005 recall@thr=0.5: 0.6239 prec@thr=0.5: 0.7636 recall@top3: 0.7800 prec@top3: 0.5758 recall@top5: 0.8821 prec@top5: 0.4073 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 16:23:19 - mmengine - INFO - Epoch(train) [6][680/1441] lr: 2.0000e-01 eta: 5:31:03 time: 1.6744 data_time: 0.0246 memory: 23477 grad_norm: 0.1043 recall@thr=0.5: 0.7149 prec@thr=0.5: 0.8246 recall@top3: 0.8443 prec@top3: 0.6667 recall@top5: 0.8991 prec@top5: 0.4368 loss_action_cls: 0.0480 loss: 0.0480 2022/08/07 16:23:38 - mmengine - INFO - Epoch(train) [6][700/1441] lr: 2.0000e-01 eta: 5:30:42 time: 0.9208 data_time: 0.0240 memory: 23477 grad_norm: 0.1022 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.8458 recall@top3: 0.8375 prec@top3: 0.7083 recall@top5: 0.9313 prec@top5: 0.4800 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 16:23:57 - mmengine - INFO - Epoch(train) [6][720/1441] lr: 2.0000e-01 eta: 5:30:23 time: 0.9488 data_time: 0.0261 memory: 23477 grad_norm: 0.1026 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.8480 recall@top3: 0.8013 prec@top3: 0.7190 recall@top5: 0.9235 prec@top5: 0.5020 loss_action_cls: 0.0481 loss: 0.0481 2022/08/07 16:24:16 - mmengine - INFO - Epoch(train) [6][740/1441] lr: 2.0000e-01 eta: 5:30:04 time: 0.9375 data_time: 0.0250 memory: 23477 grad_norm: 0.1047 recall@thr=0.5: 0.6591 prec@thr=0.5: 0.8409 recall@top3: 0.7803 prec@top3: 0.6742 recall@top5: 0.9280 prec@top5: 0.5000 loss_action_cls: 0.0473 loss: 0.0473 2022/08/07 16:24:34 - mmengine - INFO - Epoch(train) [6][760/1441] lr: 2.0000e-01 eta: 5:29:44 time: 0.9320 data_time: 0.0271 memory: 23477 grad_norm: 0.1052 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.8333 recall@top3: 0.8185 prec@top3: 0.6667 recall@top5: 0.9407 prec@top5: 0.4578 loss_action_cls: 0.0424 loss: 0.0424 2022/08/07 16:24:53 - mmengine - INFO - Epoch(train) [6][780/1441] lr: 2.0000e-01 eta: 5:29:23 time: 0.9159 data_time: 0.0193 memory: 23477 grad_norm: 0.1023 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.6806 recall@top3: 0.7060 prec@top3: 0.5000 recall@top5: 0.8056 prec@top5: 0.3556 loss_action_cls: 0.0492 loss: 0.0492 2022/08/07 16:25:07 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 16:25:12 - mmengine - INFO - Epoch(train) [6][800/1441] lr: 2.0000e-01 eta: 5:29:04 time: 0.9552 data_time: 0.0351 memory: 23477 grad_norm: 0.1009 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7808 recall@top3: 0.8622 prec@top3: 0.6923 recall@top5: 0.9615 prec@top5: 0.4731 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 16:25:30 - mmengine - INFO - Epoch(train) [6][820/1441] lr: 2.0000e-01 eta: 5:28:44 time: 0.9142 data_time: 0.0212 memory: 23477 grad_norm: 0.0992 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.7000 recall@top3: 0.8426 prec@top3: 0.6222 recall@top5: 0.9056 prec@top5: 0.4089 loss_action_cls: 0.0417 loss: 0.0417 2022/08/07 16:25:49 - mmengine - INFO - Epoch(train) [6][840/1441] lr: 2.0000e-01 eta: 5:28:24 time: 0.9407 data_time: 0.0346 memory: 23477 grad_norm: 0.1050 recall@thr=0.5: 0.7073 prec@thr=0.5: 0.7776 recall@top3: 0.8232 prec@top3: 0.7398 recall@top5: 0.9146 prec@top5: 0.5024 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 16:26:07 - mmengine - INFO - Epoch(train) [6][860/1441] lr: 2.0000e-01 eta: 5:28:03 time: 0.9108 data_time: 0.0200 memory: 23477 grad_norm: 0.1004 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.7176 recall@top3: 0.8426 prec@top3: 0.6111 recall@top5: 0.8981 prec@top5: 0.4000 loss_action_cls: 0.0463 loss: 0.0463 2022/08/07 16:26:25 - mmengine - INFO - Epoch(train) [6][880/1441] lr: 2.0000e-01 eta: 5:27:43 time: 0.9202 data_time: 0.0289 memory: 23477 grad_norm: 0.0954 recall@thr=0.5: 0.7608 prec@thr=0.5: 0.8228 recall@top3: 0.8503 prec@top3: 0.7407 recall@top5: 0.9676 prec@top5: 0.5185 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 16:26:44 - mmengine - INFO - Epoch(train) [6][900/1441] lr: 2.0000e-01 eta: 5:27:24 time: 0.9399 data_time: 0.0235 memory: 23477 grad_norm: 0.1036 recall@thr=0.5: 0.7886 prec@thr=0.5: 0.7012 recall@top3: 0.8374 prec@top3: 0.6748 recall@top5: 0.9512 prec@top5: 0.4780 loss_action_cls: 0.0471 loss: 0.0471 2022/08/07 16:27:02 - mmengine - INFO - Epoch(train) [6][920/1441] lr: 2.0000e-01 eta: 5:27:02 time: 0.8972 data_time: 0.0272 memory: 23477 grad_norm: 0.0965 recall@thr=0.5: 0.7112 prec@thr=0.5: 0.7364 recall@top3: 0.8488 prec@top3: 0.6047 recall@top5: 0.9767 prec@top5: 0.4326 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 16:27:20 - mmengine - INFO - Epoch(train) [6][940/1441] lr: 2.0000e-01 eta: 5:26:42 time: 0.9168 data_time: 0.0222 memory: 23477 grad_norm: 0.1002 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.8048 recall@top3: 0.8714 prec@top3: 0.6571 recall@top5: 0.9857 prec@top5: 0.4514 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 16:27:40 - mmengine - INFO - Epoch(train) [6][960/1441] lr: 2.0000e-01 eta: 5:26:23 time: 0.9579 data_time: 0.0254 memory: 23477 grad_norm: 0.1018 recall@thr=0.5: 0.7068 prec@thr=0.5: 0.8485 recall@top3: 0.8867 prec@top3: 0.6667 recall@top5: 0.9557 prec@top5: 0.4500 loss_action_cls: 0.0456 loss: 0.0456 2022/08/07 16:27:58 - mmengine - INFO - Epoch(train) [6][980/1441] lr: 2.0000e-01 eta: 5:26:03 time: 0.9260 data_time: 0.0209 memory: 23477 grad_norm: 0.1064 recall@thr=0.5: 0.6182 prec@thr=0.5: 0.5465 recall@top3: 0.8101 prec@top3: 0.5426 recall@top5: 0.8857 prec@top5: 0.3581 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 16:28:17 - mmengine - INFO - Epoch(train) [6][1000/1441] lr: 2.0000e-01 eta: 5:25:43 time: 0.9368 data_time: 0.0276 memory: 23477 grad_norm: 0.1045 recall@thr=0.5: 0.5458 prec@thr=0.5: 0.7017 recall@top3: 0.7312 prec@top3: 0.6167 recall@top5: 0.9042 prec@top5: 0.4650 loss_action_cls: 0.0464 loss: 0.0464 2022/08/07 16:28:36 - mmengine - INFO - Epoch(train) [6][1020/1441] lr: 2.0000e-01 eta: 5:25:24 time: 0.9344 data_time: 0.0209 memory: 23477 grad_norm: 0.0991 recall@thr=0.5: 0.6895 prec@thr=0.5: 0.7569 recall@top3: 0.8103 prec@top3: 0.6520 recall@top5: 0.9453 prec@top5: 0.4765 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 16:28:54 - mmengine - INFO - Epoch(train) [6][1040/1441] lr: 2.0000e-01 eta: 5:25:03 time: 0.9208 data_time: 0.0267 memory: 23477 grad_norm: 0.1023 recall@thr=0.5: 0.7560 prec@thr=0.5: 0.8443 recall@top3: 0.8223 prec@top3: 0.6730 recall@top5: 0.9736 prec@top5: 0.5094 loss_action_cls: 0.0427 loss: 0.0427 2022/08/07 16:29:12 - mmengine - INFO - Epoch(train) [6][1060/1441] lr: 2.0000e-01 eta: 5:24:43 time: 0.9118 data_time: 0.0207 memory: 23477 grad_norm: 0.0992 recall@thr=0.5: 0.6276 prec@thr=0.5: 0.7211 recall@top3: 0.6735 prec@top3: 0.6054 recall@top5: 0.8741 prec@top5: 0.4776 loss_action_cls: 0.0452 loss: 0.0452 2022/08/07 16:29:31 - mmengine - INFO - Epoch(train) [6][1080/1441] lr: 2.0000e-01 eta: 5:24:23 time: 0.9250 data_time: 0.0336 memory: 23477 grad_norm: 0.0973 recall@thr=0.5: 0.5789 prec@thr=0.5: 0.5965 recall@top3: 0.8662 prec@top3: 0.5439 recall@top5: 0.9693 prec@top5: 0.3684 loss_action_cls: 0.0469 loss: 0.0469 2022/08/07 16:29:49 - mmengine - INFO - Epoch(train) [6][1100/1441] lr: 2.0000e-01 eta: 5:24:01 time: 0.8980 data_time: 0.0210 memory: 23477 grad_norm: 0.1007 recall@thr=0.5: 0.6799 prec@thr=0.5: 0.6950 recall@top3: 0.7459 prec@top3: 0.5597 recall@top5: 0.8950 prec@top5: 0.4038 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 16:30:07 - mmengine - INFO - Epoch(train) [6][1120/1441] lr: 2.0000e-01 eta: 5:23:42 time: 0.9328 data_time: 0.0251 memory: 23477 grad_norm: 0.1040 recall@thr=0.5: 0.8202 prec@thr=0.5: 0.8092 recall@top3: 0.8465 prec@top3: 0.7368 recall@top5: 0.9474 prec@top5: 0.5053 loss_action_cls: 0.0463 loss: 0.0463 2022/08/07 16:30:25 - mmengine - INFO - Epoch(train) [6][1140/1441] lr: 2.0000e-01 eta: 5:23:21 time: 0.9062 data_time: 0.0200 memory: 23477 grad_norm: 0.1009 recall@thr=0.5: 0.6546 prec@thr=0.5: 0.7892 recall@top3: 0.7379 prec@top3: 0.6333 recall@top5: 0.8750 prec@top5: 0.4650 loss_action_cls: 0.0474 loss: 0.0474 2022/08/07 16:30:44 - mmengine - INFO - Epoch(train) [6][1160/1441] lr: 2.0000e-01 eta: 5:23:01 time: 0.9322 data_time: 0.0259 memory: 23477 grad_norm: 0.0983 recall@thr=0.5: 0.5413 prec@thr=0.5: 0.7446 recall@top3: 0.7152 prec@top3: 0.6449 recall@top5: 0.9207 prec@top5: 0.5130 loss_action_cls: 0.0469 loss: 0.0469 2022/08/07 16:31:02 - mmengine - INFO - Epoch(train) [6][1180/1441] lr: 2.0000e-01 eta: 5:22:39 time: 0.8822 data_time: 0.0188 memory: 23477 grad_norm: 0.1005 recall@thr=0.5: 0.7553 prec@thr=0.5: 0.7872 recall@top3: 0.8759 prec@top3: 0.6525 recall@top5: 0.9326 prec@top5: 0.4255 loss_action_cls: 0.0449 loss: 0.0449 2022/08/07 16:31:20 - mmengine - INFO - Epoch(train) [6][1200/1441] lr: 2.0000e-01 eta: 5:22:19 time: 0.9322 data_time: 0.0251 memory: 23477 grad_norm: 0.1043 recall@thr=0.5: 0.6902 prec@thr=0.5: 0.8338 recall@top3: 0.8098 prec@top3: 0.7436 recall@top5: 0.9466 prec@top5: 0.5282 loss_action_cls: 0.0493 loss: 0.0493 2022/08/07 16:31:39 - mmengine - INFO - Epoch(train) [6][1220/1441] lr: 2.0000e-01 eta: 5:21:59 time: 0.9309 data_time: 0.0208 memory: 23477 grad_norm: 0.0976 recall@thr=0.5: 0.7140 prec@thr=0.5: 0.7898 recall@top3: 0.8056 prec@top3: 0.6935 recall@top5: 0.9183 prec@top5: 0.4903 loss_action_cls: 0.0480 loss: 0.0480 2022/08/07 16:31:57 - mmengine - INFO - Epoch(train) [6][1240/1441] lr: 2.0000e-01 eta: 5:21:38 time: 0.9081 data_time: 0.0255 memory: 23477 grad_norm: 0.1043 recall@thr=0.5: 0.6782 prec@thr=0.5: 0.8095 recall@top3: 0.8437 prec@top3: 0.6746 recall@top5: 0.9635 prec@top5: 0.4810 loss_action_cls: 0.0455 loss: 0.0455 2022/08/07 16:32:16 - mmengine - INFO - Epoch(train) [6][1260/1441] lr: 2.0000e-01 eta: 5:21:20 time: 0.9494 data_time: 0.0192 memory: 23477 grad_norm: 0.0989 recall@thr=0.5: 0.6349 prec@thr=0.5: 0.7500 recall@top3: 0.8353 prec@top3: 0.6905 recall@top5: 0.9603 prec@top5: 0.4857 loss_action_cls: 0.0473 loss: 0.0473 2022/08/07 16:32:35 - mmengine - INFO - Epoch(train) [6][1280/1441] lr: 2.0000e-01 eta: 5:21:00 time: 0.9324 data_time: 0.0273 memory: 23477 grad_norm: 0.1025 recall@thr=0.5: 0.7903 prec@thr=0.5: 0.8715 recall@top3: 0.8497 prec@top3: 0.7292 recall@top5: 0.9812 prec@top5: 0.5125 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 16:32:53 - mmengine - INFO - Epoch(train) [6][1300/1441] lr: 2.0000e-01 eta: 5:20:39 time: 0.9078 data_time: 0.0245 memory: 23477 grad_norm: 0.1025 recall@thr=0.5: 0.7071 prec@thr=0.5: 0.7516 recall@top3: 0.7615 prec@top3: 0.6603 recall@top5: 0.9314 prec@top5: 0.4808 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 16:33:11 - mmengine - INFO - Epoch(train) [6][1320/1441] lr: 2.0000e-01 eta: 5:20:18 time: 0.9035 data_time: 0.0274 memory: 23477 grad_norm: 0.0980 recall@thr=0.5: 0.6322 prec@thr=0.5: 0.6830 recall@top3: 0.7101 prec@top3: 0.6232 recall@top5: 0.9620 prec@top5: 0.5043 loss_action_cls: 0.0455 loss: 0.0455 2022/08/07 16:33:29 - mmengine - INFO - Epoch(train) [6][1340/1441] lr: 2.0000e-01 eta: 5:19:58 time: 0.9167 data_time: 0.0244 memory: 23477 grad_norm: 0.1020 recall@thr=0.5: 0.7338 prec@thr=0.5: 0.7139 recall@top3: 0.8310 prec@top3: 0.6667 recall@top5: 0.9722 prec@top5: 0.4778 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 16:33:47 - mmengine - INFO - Epoch(train) [6][1360/1441] lr: 2.0000e-01 eta: 5:19:37 time: 0.9048 data_time: 0.0256 memory: 23477 grad_norm: 0.1057 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.6761 recall@top3: 0.6748 prec@top3: 0.5849 recall@top5: 0.8280 prec@top5: 0.4453 loss_action_cls: 0.0461 loss: 0.0461 2022/08/07 16:34:06 - mmengine - INFO - Epoch(train) [6][1380/1441] lr: 2.0000e-01 eta: 5:19:17 time: 0.9321 data_time: 0.0212 memory: 23477 grad_norm: 0.1034 recall@thr=0.5: 0.8156 prec@thr=0.5: 0.7717 recall@top3: 0.8793 prec@top3: 0.7246 recall@top5: 0.9641 prec@top5: 0.4913 loss_action_cls: 0.0445 loss: 0.0445 2022/08/07 16:34:24 - mmengine - INFO - Epoch(train) [6][1400/1441] lr: 2.0000e-01 eta: 5:18:57 time: 0.9160 data_time: 0.0274 memory: 23477 grad_norm: 0.0959 recall@thr=0.5: 0.6994 prec@thr=0.5: 0.7598 recall@top3: 0.7753 prec@top3: 0.7083 recall@top5: 0.8973 prec@top5: 0.5036 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 16:34:43 - mmengine - INFO - Epoch(train) [6][1420/1441] lr: 2.0000e-01 eta: 5:18:36 time: 0.9101 data_time: 0.0281 memory: 23477 grad_norm: 0.1008 recall@thr=0.5: 0.5570 prec@thr=0.5: 0.7544 recall@top3: 0.8421 prec@top3: 0.6754 recall@top5: 0.9452 prec@top5: 0.4632 loss_action_cls: 0.0489 loss: 0.0489 2022/08/07 16:35:01 - mmengine - INFO - Epoch(train) [6][1440/1441] lr: 2.0000e-01 eta: 5:18:15 time: 0.9091 data_time: 0.0207 memory: 23477 grad_norm: 0.0993 recall@thr=0.5: 0.6627 prec@thr=0.5: 0.7583 recall@top3: 0.7773 prec@top3: 0.6133 recall@top5: 0.9667 prec@top5: 0.4760 loss_action_cls: 0.0452 loss: 0.0452 2022/08/07 16:35:01 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 16:35:01 - mmengine - INFO - Epoch(train) [6][1441/1441] lr: 2.0000e-01 eta: 5:18:15 time: 0.8921 data_time: 0.0220 memory: 12197 grad_norm: 0.1003 recall@thr=0.5: 0.6204 prec@thr=0.5: 0.7778 recall@top3: 0.7685 prec@top3: 0.6852 recall@top5: 0.9630 prec@top5: 0.5222 loss_action_cls: 0.0460 loss: 0.0460 2022/08/07 16:35:01 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/08/07 16:35:08 - mmengine - INFO - Epoch(val) [6][20/6282] eta: 0:05:10 time: 0.0496 data_time: 0.0045 memory: 1084 2022/08/07 16:35:09 - mmengine - INFO - Epoch(val) [6][40/6282] eta: 0:04:47 time: 0.0461 data_time: 0.0019 memory: 1084 2022/08/07 16:35:10 - mmengine - INFO - Epoch(val) [6][60/6282] eta: 0:04:45 time: 0.0460 data_time: 0.0017 memory: 1084 2022/08/07 16:35:10 - mmengine - INFO - Epoch(val) [6][80/6282] eta: 0:04:38 time: 0.0450 data_time: 0.0015 memory: 1084 2022/08/07 16:35:11 - mmengine - INFO - Epoch(val) [6][100/6282] eta: 0:04:36 time: 0.0447 data_time: 0.0018 memory: 1084 2022/08/07 16:35:12 - mmengine - INFO - Epoch(val) [6][120/6282] eta: 0:05:33 time: 0.0541 data_time: 0.0020 memory: 1155 2022/08/07 16:35:14 - mmengine - INFO - Epoch(val) [6][140/6282] eta: 0:08:09 time: 0.0797 data_time: 0.0024 memory: 1155 2022/08/07 16:35:15 - mmengine - INFO - Epoch(val) [6][160/6282] eta: 0:05:54 time: 0.0579 data_time: 0.0020 memory: 1155 2022/08/07 16:35:16 - mmengine - INFO - Epoch(val) [6][180/6282] eta: 0:05:55 time: 0.0583 data_time: 0.0020 memory: 1155 2022/08/07 16:35:18 - mmengine - INFO - Epoch(val) [6][200/6282] eta: 0:06:00 time: 0.0593 data_time: 0.0025 memory: 1155 2022/08/07 16:35:19 - mmengine - INFO - Epoch(val) [6][220/6282] eta: 0:05:04 time: 0.0503 data_time: 0.0020 memory: 1097 2022/08/07 16:35:20 - mmengine - INFO - Epoch(val) [6][240/6282] eta: 0:04:59 time: 0.0496 data_time: 0.0017 memory: 1097 2022/08/07 16:35:21 - mmengine - INFO - Epoch(val) [6][260/6282] eta: 0:04:59 time: 0.0497 data_time: 0.0018 memory: 1097 2022/08/07 16:35:22 - mmengine - INFO - Epoch(val) [6][280/6282] eta: 0:05:02 time: 0.0504 data_time: 0.0018 memory: 1097 2022/08/07 16:35:23 - mmengine - INFO - Epoch(val) [6][300/6282] eta: 0:05:16 time: 0.0529 data_time: 0.0017 memory: 1155 2022/08/07 16:35:24 - mmengine - INFO - Epoch(val) [6][320/6282] eta: 0:05:55 time: 0.0596 data_time: 0.0024 memory: 1155 2022/08/07 16:35:25 - mmengine - INFO - Epoch(val) [6][340/6282] eta: 0:05:55 time: 0.0598 data_time: 0.0017 memory: 1155 2022/08/07 16:35:26 - mmengine - INFO - Epoch(val) [6][360/6282] eta: 0:05:38 time: 0.0572 data_time: 0.0017 memory: 1155 2022/08/07 16:35:27 - mmengine - INFO - Epoch(val) [6][380/6282] eta: 0:05:55 time: 0.0603 data_time: 0.0020 memory: 1155 2022/08/07 16:35:28 - mmengine - INFO - Epoch(val) [6][400/6282] eta: 0:05:02 time: 0.0514 data_time: 0.0017 memory: 1155 2022/08/07 16:35:29 - mmengine - INFO - Epoch(val) [6][420/6282] eta: 0:04:31 time: 0.0464 data_time: 0.0017 memory: 1101 2022/08/07 16:35:30 - mmengine - INFO - Epoch(val) [6][440/6282] eta: 0:04:29 time: 0.0461 data_time: 0.0017 memory: 1101 2022/08/07 16:35:31 - mmengine - INFO - Epoch(val) [6][460/6282] eta: 0:04:32 time: 0.0469 data_time: 0.0019 memory: 1101 2022/08/07 16:35:32 - mmengine - INFO - Epoch(val) [6][480/6282] eta: 0:04:32 time: 0.0470 data_time: 0.0018 memory: 1101 2022/08/07 16:35:34 - mmengine - INFO - Epoch(val) [6][500/6282] eta: 0:06:55 time: 0.0719 data_time: 0.0017 memory: 1101 2022/08/07 16:35:35 - mmengine - INFO - Epoch(val) [6][520/6282] eta: 0:04:41 time: 0.0489 data_time: 0.0022 memory: 1097 2022/08/07 16:35:36 - mmengine - INFO - Epoch(val) [6][540/6282] eta: 0:04:37 time: 0.0483 data_time: 0.0021 memory: 1097 2022/08/07 16:35:36 - mmengine - INFO - Epoch(val) [6][560/6282] eta: 0:04:29 time: 0.0471 data_time: 0.0016 memory: 1097 2022/08/07 16:35:37 - mmengine - INFO - Epoch(val) [6][580/6282] eta: 0:04:24 time: 0.0463 data_time: 0.0016 memory: 1097 2022/08/07 16:35:39 - mmengine - INFO - Epoch(val) [6][600/6282] eta: 0:05:22 time: 0.0568 data_time: 0.0030 memory: 1097 2022/08/07 16:35:40 - mmengine - INFO - Epoch(val) [6][620/6282] eta: 0:05:02 time: 0.0535 data_time: 0.0023 memory: 1097 2022/08/07 16:35:41 - mmengine - INFO - Epoch(val) [6][640/6282] eta: 0:04:58 time: 0.0530 data_time: 0.0031 memory: 1094 2022/08/07 16:35:42 - mmengine - INFO - Epoch(val) [6][660/6282] eta: 0:04:59 time: 0.0532 data_time: 0.0025 memory: 1094 2022/08/07 16:35:43 - mmengine - INFO - Epoch(val) [6][680/6282] eta: 0:05:03 time: 0.0541 data_time: 0.0029 memory: 1094 2022/08/07 16:35:44 - mmengine - INFO - Epoch(val) [6][700/6282] eta: 0:05:13 time: 0.0561 data_time: 0.0034 memory: 1094 2022/08/07 16:35:45 - mmengine - INFO - Epoch(val) [6][720/6282] eta: 0:05:11 time: 0.0561 data_time: 0.0024 memory: 1155 2022/08/07 16:35:46 - mmengine - INFO - Epoch(val) [6][740/6282] eta: 0:05:23 time: 0.0584 data_time: 0.0018 memory: 1155 2022/08/07 16:35:47 - mmengine - INFO - Epoch(val) [6][760/6282] eta: 0:05:20 time: 0.0580 data_time: 0.0018 memory: 1155 2022/08/07 16:35:49 - mmengine - INFO - Epoch(val) [6][780/6282] eta: 0:05:16 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 16:35:50 - mmengine - INFO - Epoch(val) [6][800/6282] eta: 0:05:17 time: 0.0580 data_time: 0.0019 memory: 1155 2022/08/07 16:35:51 - mmengine - INFO - Epoch(val) [6][820/6282] eta: 0:04:53 time: 0.0538 data_time: 0.0025 memory: 1155 2022/08/07 16:35:52 - mmengine - INFO - Epoch(val) [6][840/6282] eta: 0:04:11 time: 0.0462 data_time: 0.0019 memory: 1097 2022/08/07 16:35:53 - mmengine - INFO - Epoch(val) [6][860/6282] eta: 0:04:18 time: 0.0476 data_time: 0.0018 memory: 1097 2022/08/07 16:35:54 - mmengine - INFO - Epoch(val) [6][880/6282] eta: 0:06:38 time: 0.0738 data_time: 0.0020 memory: 1097 2022/08/07 16:35:55 - mmengine - INFO - Epoch(val) [6][900/6282] eta: 0:04:11 time: 0.0468 data_time: 0.0018 memory: 1097 2022/08/07 16:35:56 - mmengine - INFO - Epoch(val) [6][920/6282] eta: 0:04:14 time: 0.0475 data_time: 0.0019 memory: 1097 2022/08/07 16:35:57 - mmengine - INFO - Epoch(val) [6][940/6282] eta: 0:04:00 time: 0.0451 data_time: 0.0017 memory: 1084 2022/08/07 16:35:58 - mmengine - INFO - Epoch(val) [6][960/6282] eta: 0:04:05 time: 0.0462 data_time: 0.0021 memory: 1084 2022/08/07 16:35:59 - mmengine - INFO - Epoch(val) [6][980/6282] eta: 0:04:00 time: 0.0453 data_time: 0.0019 memory: 1084 2022/08/07 16:36:00 - mmengine - INFO - Epoch(val) [6][1000/6282] eta: 0:03:58 time: 0.0452 data_time: 0.0021 memory: 1084 2022/08/07 16:36:01 - mmengine - INFO - Epoch(val) [6][1020/6282] eta: 0:04:01 time: 0.0459 data_time: 0.0021 memory: 1097 2022/08/07 16:36:02 - mmengine - INFO - Epoch(val) [6][1040/6282] eta: 0:04:03 time: 0.0465 data_time: 0.0017 memory: 1097 2022/08/07 16:36:03 - mmengine - INFO - Epoch(val) [6][1060/6282] eta: 0:04:10 time: 0.0480 data_time: 0.0018 memory: 1097 2022/08/07 16:36:04 - mmengine - INFO - Epoch(val) [6][1080/6282] eta: 0:04:40 time: 0.0539 data_time: 0.0026 memory: 1097 2022/08/07 16:36:05 - mmengine - INFO - Epoch(val) [6][1100/6282] eta: 0:04:11 time: 0.0485 data_time: 0.0017 memory: 1097 2022/08/07 16:36:06 - mmengine - INFO - Epoch(val) [6][1120/6282] eta: 0:04:45 time: 0.0553 data_time: 0.0032 memory: 1097 2022/08/07 16:36:07 - mmengine - INFO - Epoch(val) [6][1140/6282] eta: 0:04:35 time: 0.0535 data_time: 0.0028 memory: 1097 2022/08/07 16:36:08 - mmengine - INFO - Epoch(val) [6][1160/6282] eta: 0:04:29 time: 0.0525 data_time: 0.0021 memory: 1097 2022/08/07 16:36:09 - mmengine - INFO - Epoch(val) [6][1180/6282] eta: 0:04:38 time: 0.0545 data_time: 0.0026 memory: 1097 2022/08/07 16:36:10 - mmengine - INFO - Epoch(val) [6][1200/6282] eta: 0:04:28 time: 0.0528 data_time: 0.0026 memory: 1097 2022/08/07 16:36:11 - mmengine - INFO - Epoch(val) [6][1220/6282] eta: 0:04:37 time: 0.0548 data_time: 0.0025 memory: 1097 2022/08/07 16:36:12 - mmengine - INFO - Epoch(val) [6][1240/6282] eta: 0:05:05 time: 0.0606 data_time: 0.0023 memory: 1155 2022/08/07 16:36:14 - mmengine - INFO - Epoch(val) [6][1260/6282] eta: 0:07:18 time: 0.0873 data_time: 0.0023 memory: 1155 2022/08/07 16:36:15 - mmengine - INFO - Epoch(val) [6][1280/6282] eta: 0:05:12 time: 0.0625 data_time: 0.0032 memory: 1155 2022/08/07 16:36:17 - mmengine - INFO - Epoch(val) [6][1300/6282] eta: 0:05:09 time: 0.0621 data_time: 0.0030 memory: 1155 2022/08/07 16:36:18 - mmengine - INFO - Epoch(val) [6][1320/6282] eta: 0:05:03 time: 0.0611 data_time: 0.0028 memory: 1155 2022/08/07 16:36:19 - mmengine - INFO - Epoch(val) [6][1340/6282] eta: 0:04:34 time: 0.0555 data_time: 0.0019 memory: 1155 2022/08/07 16:36:20 - mmengine - INFO - Epoch(val) [6][1360/6282] eta: 0:04:32 time: 0.0554 data_time: 0.0019 memory: 1155 2022/08/07 16:36:21 - mmengine - INFO - Epoch(val) [6][1380/6282] eta: 0:04:29 time: 0.0549 data_time: 0.0017 memory: 1155 2022/08/07 16:36:22 - mmengine - INFO - Epoch(val) [6][1400/6282] eta: 0:04:29 time: 0.0552 data_time: 0.0018 memory: 1155 2022/08/07 16:36:23 - mmengine - INFO - Epoch(val) [6][1420/6282] eta: 0:04:43 time: 0.0583 data_time: 0.0028 memory: 1155 2022/08/07 16:36:25 - mmengine - INFO - Epoch(val) [6][1440/6282] eta: 0:04:37 time: 0.0572 data_time: 0.0022 memory: 1155 2022/08/07 16:36:26 - mmengine - INFO - Epoch(val) [6][1460/6282] eta: 0:04:33 time: 0.0567 data_time: 0.0017 memory: 1155 2022/08/07 16:36:27 - mmengine - INFO - Epoch(val) [6][1480/6282] eta: 0:04:34 time: 0.0572 data_time: 0.0021 memory: 1155 2022/08/07 16:36:28 - mmengine - INFO - Epoch(val) [6][1500/6282] eta: 0:04:34 time: 0.0573 data_time: 0.0017 memory: 1155 2022/08/07 16:36:29 - mmengine - INFO - Epoch(val) [6][1520/6282] eta: 0:04:34 time: 0.0577 data_time: 0.0018 memory: 1242 2022/08/07 16:36:30 - mmengine - INFO - Epoch(val) [6][1540/6282] eta: 0:05:15 time: 0.0666 data_time: 0.0019 memory: 1242 2022/08/07 16:36:32 - mmengine - INFO - Epoch(val) [6][1560/6282] eta: 0:05:22 time: 0.0683 data_time: 0.0020 memory: 1242 2022/08/07 16:36:34 - mmengine - INFO - Epoch(val) [6][1580/6282] eta: 0:07:39 time: 0.0977 data_time: 0.0025 memory: 1242 2022/08/07 16:36:35 - mmengine - INFO - Epoch(val) [6][1600/6282] eta: 0:05:31 time: 0.0707 data_time: 0.0025 memory: 1242 2022/08/07 16:36:37 - mmengine - INFO - Epoch(val) [6][1620/6282] eta: 0:05:24 time: 0.0696 data_time: 0.0021 memory: 1242 2022/08/07 16:36:38 - mmengine - INFO - Epoch(val) [6][1640/6282] eta: 0:05:16 time: 0.0683 data_time: 0.0018 memory: 1155 2022/08/07 16:36:39 - mmengine - INFO - Epoch(val) [6][1660/6282] eta: 0:04:10 time: 0.0541 data_time: 0.0017 memory: 1155 2022/08/07 16:36:40 - mmengine - INFO - Epoch(val) [6][1680/6282] eta: 0:04:10 time: 0.0545 data_time: 0.0017 memory: 1155 2022/08/07 16:36:41 - mmengine - INFO - Epoch(val) [6][1700/6282] eta: 0:04:12 time: 0.0550 data_time: 0.0016 memory: 1155 2022/08/07 16:36:42 - mmengine - INFO - Epoch(val) [6][1720/6282] eta: 0:04:21 time: 0.0573 data_time: 0.0020 memory: 1155 2022/08/07 16:36:44 - mmengine - INFO - Epoch(val) [6][1740/6282] eta: 0:04:47 time: 0.0633 data_time: 0.0033 memory: 1155 2022/08/07 16:36:45 - mmengine - INFO - Epoch(val) [6][1760/6282] eta: 0:04:32 time: 0.0603 data_time: 0.0025 memory: 1155 2022/08/07 16:36:46 - mmengine - INFO - Epoch(val) [6][1780/6282] eta: 0:04:30 time: 0.0602 data_time: 0.0025 memory: 1155 2022/08/07 16:36:47 - mmengine - INFO - Epoch(val) [6][1800/6282] eta: 0:04:24 time: 0.0589 data_time: 0.0023 memory: 1155 2022/08/07 16:36:48 - mmengine - INFO - Epoch(val) [6][1820/6282] eta: 0:04:20 time: 0.0584 data_time: 0.0022 memory: 1155 2022/08/07 16:36:50 - mmengine - INFO - Epoch(val) [6][1840/6282] eta: 0:04:15 time: 0.0575 data_time: 0.0019 memory: 1155 2022/08/07 16:36:51 - mmengine - INFO - Epoch(val) [6][1860/6282] eta: 0:04:09 time: 0.0564 data_time: 0.0020 memory: 1155 2022/08/07 16:36:52 - mmengine - INFO - Epoch(val) [6][1880/6282] eta: 0:04:21 time: 0.0594 data_time: 0.0024 memory: 1155 2022/08/07 16:36:53 - mmengine - INFO - Epoch(val) [6][1900/6282] eta: 0:04:16 time: 0.0586 data_time: 0.0019 memory: 1155 2022/08/07 16:36:55 - mmengine - INFO - Epoch(val) [6][1920/6282] eta: 0:06:05 time: 0.0837 data_time: 0.0024 memory: 1155 2022/08/07 16:36:56 - mmengine - INFO - Epoch(val) [6][1940/6282] eta: 0:04:00 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 16:36:57 - mmengine - INFO - Epoch(val) [6][1960/6282] eta: 0:03:21 time: 0.0467 data_time: 0.0017 memory: 1101 2022/08/07 16:36:58 - mmengine - INFO - Epoch(val) [6][1980/6282] eta: 0:03:20 time: 0.0466 data_time: 0.0016 memory: 1101 2022/08/07 16:36:59 - mmengine - INFO - Epoch(val) [6][2000/6282] eta: 0:03:30 time: 0.0492 data_time: 0.0019 memory: 1101 2022/08/07 16:37:00 - mmengine - INFO - Epoch(val) [6][2020/6282] eta: 0:03:18 time: 0.0466 data_time: 0.0019 memory: 1101 2022/08/07 16:37:01 - mmengine - INFO - Epoch(val) [6][2040/6282] eta: 0:03:17 time: 0.0466 data_time: 0.0018 memory: 1101 2022/08/07 16:37:02 - mmengine - INFO - Epoch(val) [6][2060/6282] eta: 0:03:19 time: 0.0472 data_time: 0.0021 memory: 1101 2022/08/07 16:37:03 - mmengine - INFO - Epoch(val) [6][2080/6282] eta: 0:03:24 time: 0.0486 data_time: 0.0019 memory: 1101 2022/08/07 16:37:04 - mmengine - INFO - Epoch(val) [6][2100/6282] eta: 0:03:36 time: 0.0518 data_time: 0.0017 memory: 1101 2022/08/07 16:37:05 - mmengine - INFO - Epoch(val) [6][2120/6282] eta: 0:03:17 time: 0.0474 data_time: 0.0017 memory: 1101 2022/08/07 16:37:05 - mmengine - INFO - Epoch(val) [6][2140/6282] eta: 0:03:18 time: 0.0480 data_time: 0.0019 memory: 1101 2022/08/07 16:37:06 - mmengine - INFO - Epoch(val) [6][2160/6282] eta: 0:03:20 time: 0.0486 data_time: 0.0020 memory: 1097 2022/08/07 16:37:07 - mmengine - INFO - Epoch(val) [6][2180/6282] eta: 0:03:18 time: 0.0484 data_time: 0.0018 memory: 1097 2022/08/07 16:37:08 - mmengine - INFO - Epoch(val) [6][2200/6282] eta: 0:03:09 time: 0.0464 data_time: 0.0017 memory: 1097 2022/08/07 16:37:09 - mmengine - INFO - Epoch(val) [6][2220/6282] eta: 0:03:11 time: 0.0472 data_time: 0.0019 memory: 1097 2022/08/07 16:37:10 - mmengine - INFO - Epoch(val) [6][2240/6282] eta: 0:03:16 time: 0.0486 data_time: 0.0019 memory: 1097 2022/08/07 16:37:11 - mmengine - INFO - Epoch(val) [6][2260/6282] eta: 0:03:09 time: 0.0472 data_time: 0.0018 memory: 1101 2022/08/07 16:37:12 - mmengine - INFO - Epoch(val) [6][2280/6282] eta: 0:03:07 time: 0.0468 data_time: 0.0019 memory: 1101 2022/08/07 16:37:13 - mmengine - INFO - Epoch(val) [6][2300/6282] eta: 0:03:07 time: 0.0470 data_time: 0.0017 memory: 1101 2022/08/07 16:37:15 - mmengine - INFO - Epoch(val) [6][2320/6282] eta: 0:04:47 time: 0.0726 data_time: 0.0023 memory: 1101 2022/08/07 16:37:16 - mmengine - INFO - Epoch(val) [6][2340/6282] eta: 0:03:15 time: 0.0495 data_time: 0.0020 memory: 1101 2022/08/07 16:37:17 - mmengine - INFO - Epoch(val) [6][2360/6282] eta: 0:03:13 time: 0.0493 data_time: 0.0018 memory: 1097 2022/08/07 16:37:18 - mmengine - INFO - Epoch(val) [6][2380/6282] eta: 0:03:13 time: 0.0497 data_time: 0.0018 memory: 1097 2022/08/07 16:37:19 - mmengine - INFO - Epoch(val) [6][2400/6282] eta: 0:03:13 time: 0.0498 data_time: 0.0018 memory: 1097 2022/08/07 16:37:20 - mmengine - INFO - Epoch(val) [6][2420/6282] eta: 0:03:13 time: 0.0501 data_time: 0.0019 memory: 1097 2022/08/07 16:37:21 - mmengine - INFO - Epoch(val) [6][2440/6282] eta: 0:03:26 time: 0.0537 data_time: 0.0022 memory: 1097 2022/08/07 16:37:22 - mmengine - INFO - Epoch(val) [6][2460/6282] eta: 0:03:52 time: 0.0609 data_time: 0.0028 memory: 1155 2022/08/07 16:37:23 - mmengine - INFO - Epoch(val) [6][2480/6282] eta: 0:03:50 time: 0.0605 data_time: 0.0024 memory: 1155 2022/08/07 16:37:24 - mmengine - INFO - Epoch(val) [6][2500/6282] eta: 0:04:01 time: 0.0639 data_time: 0.0024 memory: 1155 2022/08/07 16:37:26 - mmengine - INFO - Epoch(val) [6][2520/6282] eta: 0:03:52 time: 0.0617 data_time: 0.0033 memory: 1155 2022/08/07 16:37:27 - mmengine - INFO - Epoch(val) [6][2540/6282] eta: 0:03:42 time: 0.0595 data_time: 0.0021 memory: 1155 2022/08/07 16:37:28 - mmengine - INFO - Epoch(val) [6][2560/6282] eta: 0:03:38 time: 0.0588 data_time: 0.0020 memory: 1155 2022/08/07 16:37:29 - mmengine - INFO - Epoch(val) [6][2580/6282] eta: 0:03:32 time: 0.0575 data_time: 0.0019 memory: 1155 2022/08/07 16:37:30 - mmengine - INFO - Epoch(val) [6][2600/6282] eta: 0:03:37 time: 0.0590 data_time: 0.0020 memory: 1155 2022/08/07 16:37:31 - mmengine - INFO - Epoch(val) [6][2620/6282] eta: 0:03:38 time: 0.0596 data_time: 0.0019 memory: 1155 2022/08/07 16:37:33 - mmengine - INFO - Epoch(val) [6][2640/6282] eta: 0:03:35 time: 0.0592 data_time: 0.0021 memory: 1155 2022/08/07 16:37:35 - mmengine - INFO - Epoch(val) [6][2660/6282] eta: 0:05:41 time: 0.0942 data_time: 0.0021 memory: 1234 2022/08/07 16:37:36 - mmengine - INFO - Epoch(val) [6][2680/6282] eta: 0:04:21 time: 0.0727 data_time: 0.0026 memory: 1234 2022/08/07 16:37:37 - mmengine - INFO - Epoch(val) [6][2700/6282] eta: 0:04:17 time: 0.0719 data_time: 0.0025 memory: 1234 2022/08/07 16:37:39 - mmengine - INFO - Epoch(val) [6][2720/6282] eta: 0:04:21 time: 0.0733 data_time: 0.0031 memory: 1234 2022/08/07 16:37:40 - mmengine - INFO - Epoch(val) [6][2740/6282] eta: 0:04:01 time: 0.0683 data_time: 0.0022 memory: 1234 2022/08/07 16:37:41 - mmengine - INFO - Epoch(val) [6][2760/6282] eta: 0:02:55 time: 0.0498 data_time: 0.0018 memory: 1101 2022/08/07 16:37:42 - mmengine - INFO - Epoch(val) [6][2780/6282] eta: 0:02:48 time: 0.0482 data_time: 0.0016 memory: 1101 2022/08/07 16:37:43 - mmengine - INFO - Epoch(val) [6][2800/6282] eta: 0:02:49 time: 0.0488 data_time: 0.0022 memory: 1101 2022/08/07 16:37:44 - mmengine - INFO - Epoch(val) [6][2820/6282] eta: 0:02:45 time: 0.0479 data_time: 0.0023 memory: 1101 2022/08/07 16:37:45 - mmengine - INFO - Epoch(val) [6][2840/6282] eta: 0:02:47 time: 0.0486 data_time: 0.0021 memory: 1101 2022/08/07 16:37:46 - mmengine - INFO - Epoch(val) [6][2860/6282] eta: 0:03:12 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 16:37:47 - mmengine - INFO - Epoch(val) [6][2880/6282] eta: 0:03:10 time: 0.0560 data_time: 0.0018 memory: 1155 2022/08/07 16:37:49 - mmengine - INFO - Epoch(val) [6][2900/6282] eta: 0:03:04 time: 0.0546 data_time: 0.0018 memory: 1155 2022/08/07 16:37:50 - mmengine - INFO - Epoch(val) [6][2920/6282] eta: 0:02:46 time: 0.0495 data_time: 0.0017 memory: 1155 2022/08/07 16:37:51 - mmengine - INFO - Epoch(val) [6][2940/6282] eta: 0:02:47 time: 0.0500 data_time: 0.0018 memory: 1125 2022/08/07 16:37:52 - mmengine - INFO - Epoch(val) [6][2960/6282] eta: 0:02:47 time: 0.0503 data_time: 0.0020 memory: 1125 2022/08/07 16:37:53 - mmengine - INFO - Epoch(val) [6][2980/6282] eta: 0:02:51 time: 0.0518 data_time: 0.0021 memory: 1125 2022/08/07 16:37:54 - mmengine - INFO - Epoch(val) [6][3000/6282] eta: 0:04:08 time: 0.0757 data_time: 0.0026 memory: 1125 2022/08/07 16:37:55 - mmengine - INFO - Epoch(val) [6][3020/6282] eta: 0:03:05 time: 0.0568 data_time: 0.0018 memory: 1155 2022/08/07 16:37:56 - mmengine - INFO - Epoch(val) [6][3040/6282] eta: 0:03:02 time: 0.0562 data_time: 0.0017 memory: 1155 2022/08/07 16:37:58 - mmengine - INFO - Epoch(val) [6][3060/6282] eta: 0:03:06 time: 0.0580 data_time: 0.0019 memory: 1155 2022/08/07 16:37:59 - mmengine - INFO - Epoch(val) [6][3080/6282] eta: 0:03:00 time: 0.0564 data_time: 0.0019 memory: 1155 2022/08/07 16:38:00 - mmengine - INFO - Epoch(val) [6][3100/6282] eta: 0:02:47 time: 0.0526 data_time: 0.0018 memory: 1155 2022/08/07 16:38:01 - mmengine - INFO - Epoch(val) [6][3120/6282] eta: 0:02:36 time: 0.0494 data_time: 0.0017 memory: 1101 2022/08/07 16:38:02 - mmengine - INFO - Epoch(val) [6][3140/6282] eta: 0:02:37 time: 0.0502 data_time: 0.0017 memory: 1101 2022/08/07 16:38:03 - mmengine - INFO - Epoch(val) [6][3160/6282] eta: 0:02:32 time: 0.0487 data_time: 0.0018 memory: 1101 2022/08/07 16:38:04 - mmengine - INFO - Epoch(val) [6][3180/6282] eta: 0:02:33 time: 0.0495 data_time: 0.0019 memory: 1101 2022/08/07 16:38:05 - mmengine - INFO - Epoch(val) [6][3200/6282] eta: 0:02:44 time: 0.0533 data_time: 0.0018 memory: 1155 2022/08/07 16:38:06 - mmengine - INFO - Epoch(val) [6][3220/6282] eta: 0:02:50 time: 0.0558 data_time: 0.0018 memory: 1155 2022/08/07 16:38:07 - mmengine - INFO - Epoch(val) [6][3240/6282] eta: 0:02:48 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 16:38:08 - mmengine - INFO - Epoch(val) [6][3260/6282] eta: 0:02:46 time: 0.0553 data_time: 0.0017 memory: 1155 2022/08/07 16:38:09 - mmengine - INFO - Epoch(val) [6][3280/6282] eta: 0:02:59 time: 0.0597 data_time: 0.0019 memory: 1155 2022/08/07 16:38:10 - mmengine - INFO - Epoch(val) [6][3300/6282] eta: 0:02:59 time: 0.0601 data_time: 0.0019 memory: 1155 2022/08/07 16:38:12 - mmengine - INFO - Epoch(val) [6][3320/6282] eta: 0:02:59 time: 0.0607 data_time: 0.0031 memory: 1155 2022/08/07 16:38:13 - mmengine - INFO - Epoch(val) [6][3340/6282] eta: 0:02:48 time: 0.0573 data_time: 0.0018 memory: 1155 2022/08/07 16:38:14 - mmengine - INFO - Epoch(val) [6][3360/6282] eta: 0:03:59 time: 0.0819 data_time: 0.0023 memory: 1155 2022/08/07 16:38:16 - mmengine - INFO - Epoch(val) [6][3380/6282] eta: 0:02:42 time: 0.0560 data_time: 0.0021 memory: 1155 2022/08/07 16:38:17 - mmengine - INFO - Epoch(val) [6][3400/6282] eta: 0:02:16 time: 0.0474 data_time: 0.0018 memory: 1097 2022/08/07 16:38:18 - mmengine - INFO - Epoch(val) [6][3420/6282] eta: 0:02:13 time: 0.0468 data_time: 0.0019 memory: 1097 2022/08/07 16:38:18 - mmengine - INFO - Epoch(val) [6][3440/6282] eta: 0:02:13 time: 0.0469 data_time: 0.0017 memory: 1097 2022/08/07 16:38:19 - mmengine - INFO - Epoch(val) [6][3460/6282] eta: 0:02:15 time: 0.0480 data_time: 0.0018 memory: 1097 2022/08/07 16:38:20 - mmengine - INFO - Epoch(val) [6][3480/6282] eta: 0:02:15 time: 0.0485 data_time: 0.0019 memory: 1097 2022/08/07 16:38:21 - mmengine - INFO - Epoch(val) [6][3500/6282] eta: 0:02:13 time: 0.0480 data_time: 0.0016 memory: 1097 2022/08/07 16:38:22 - mmengine - INFO - Epoch(val) [6][3520/6282] eta: 0:02:13 time: 0.0482 data_time: 0.0017 memory: 1097 2022/08/07 16:38:23 - mmengine - INFO - Epoch(val) [6][3540/6282] eta: 0:02:25 time: 0.0529 data_time: 0.0024 memory: 1097 2022/08/07 16:38:24 - mmengine - INFO - Epoch(val) [6][3560/6282] eta: 0:02:16 time: 0.0500 data_time: 0.0025 memory: 1097 2022/08/07 16:38:25 - mmengine - INFO - Epoch(val) [6][3580/6282] eta: 0:02:17 time: 0.0511 data_time: 0.0018 memory: 1139 2022/08/07 16:38:26 - mmengine - INFO - Epoch(val) [6][3600/6282] eta: 0:02:21 time: 0.0526 data_time: 0.0019 memory: 1139 2022/08/07 16:38:28 - mmengine - INFO - Epoch(val) [6][3620/6282] eta: 0:02:20 time: 0.0526 data_time: 0.0018 memory: 1139 2022/08/07 16:38:29 - mmengine - INFO - Epoch(val) [6][3640/6282] eta: 0:02:18 time: 0.0525 data_time: 0.0023 memory: 1139 2022/08/07 16:38:30 - mmengine - INFO - Epoch(val) [6][3660/6282] eta: 0:02:15 time: 0.0518 data_time: 0.0019 memory: 1139 2022/08/07 16:38:31 - mmengine - INFO - Epoch(val) [6][3680/6282] eta: 0:02:24 time: 0.0557 data_time: 0.0027 memory: 1155 2022/08/07 16:38:32 - mmengine - INFO - Epoch(val) [6][3700/6282] eta: 0:02:28 time: 0.0576 data_time: 0.0023 memory: 1155 2022/08/07 16:38:33 - mmengine - INFO - Epoch(val) [6][3720/6282] eta: 0:02:24 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 16:38:35 - mmengine - INFO - Epoch(val) [6][3740/6282] eta: 0:03:30 time: 0.0828 data_time: 0.0022 memory: 1155 2022/08/07 16:38:36 - mmengine - INFO - Epoch(val) [6][3760/6282] eta: 0:02:23 time: 0.0571 data_time: 0.0022 memory: 1155 2022/08/07 16:38:37 - mmengine - INFO - Epoch(val) [6][3780/6282] eta: 0:02:21 time: 0.0566 data_time: 0.0019 memory: 1155 2022/08/07 16:38:38 - mmengine - INFO - Epoch(val) [6][3800/6282] eta: 0:02:23 time: 0.0578 data_time: 0.0019 memory: 1155 2022/08/07 16:38:39 - mmengine - INFO - Epoch(val) [6][3820/6282] eta: 0:02:17 time: 0.0558 data_time: 0.0019 memory: 1155 2022/08/07 16:38:40 - mmengine - INFO - Epoch(val) [6][3840/6282] eta: 0:02:14 time: 0.0549 data_time: 0.0019 memory: 1155 2022/08/07 16:38:41 - mmengine - INFO - Epoch(val) [6][3860/6282] eta: 0:02:15 time: 0.0561 data_time: 0.0018 memory: 1155 2022/08/07 16:38:43 - mmengine - INFO - Epoch(val) [6][3880/6282] eta: 0:02:13 time: 0.0556 data_time: 0.0021 memory: 1155 2022/08/07 16:38:44 - mmengine - INFO - Epoch(val) [6][3900/6282] eta: 0:02:20 time: 0.0589 data_time: 0.0026 memory: 1155 2022/08/07 16:38:45 - mmengine - INFO - Epoch(val) [6][3920/6282] eta: 0:02:11 time: 0.0558 data_time: 0.0021 memory: 1155 2022/08/07 16:38:46 - mmengine - INFO - Epoch(val) [6][3940/6282] eta: 0:02:14 time: 0.0573 data_time: 0.0021 memory: 1155 2022/08/07 16:38:47 - mmengine - INFO - Epoch(val) [6][3960/6282] eta: 0:02:11 time: 0.0566 data_time: 0.0020 memory: 1155 2022/08/07 16:38:48 - mmengine - INFO - Epoch(val) [6][3980/6282] eta: 0:02:08 time: 0.0558 data_time: 0.0018 memory: 1155 2022/08/07 16:38:49 - mmengine - INFO - Epoch(val) [6][4000/6282] eta: 0:02:11 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 16:38:51 - mmengine - INFO - Epoch(val) [6][4020/6282] eta: 0:02:12 time: 0.0584 data_time: 0.0018 memory: 1155 2022/08/07 16:38:52 - mmengine - INFO - Epoch(val) [6][4040/6282] eta: 0:02:13 time: 0.0596 data_time: 0.0022 memory: 1234 2022/08/07 16:38:53 - mmengine - INFO - Epoch(val) [6][4060/6282] eta: 0:02:38 time: 0.0714 data_time: 0.0026 memory: 1234 2022/08/07 16:38:55 - mmengine - INFO - Epoch(val) [6][4080/6282] eta: 0:02:48 time: 0.0766 data_time: 0.0032 memory: 1234 2022/08/07 16:38:56 - mmengine - INFO - Epoch(val) [6][4100/6282] eta: 0:02:38 time: 0.0728 data_time: 0.0025 memory: 1234 2022/08/07 16:38:58 - mmengine - INFO - Epoch(val) [6][4120/6282] eta: 0:02:36 time: 0.0724 data_time: 0.0027 memory: 1234 2022/08/07 16:38:59 - mmengine - INFO - Epoch(val) [6][4140/6282] eta: 0:02:17 time: 0.0641 data_time: 0.0025 memory: 1234 2022/08/07 16:39:00 - mmengine - INFO - Epoch(val) [6][4160/6282] eta: 0:01:45 time: 0.0497 data_time: 0.0019 memory: 1097 2022/08/07 16:39:01 - mmengine - INFO - Epoch(val) [6][4180/6282] eta: 0:01:38 time: 0.0466 data_time: 0.0017 memory: 1097 2022/08/07 16:39:02 - mmengine - INFO - Epoch(val) [6][4200/6282] eta: 0:01:40 time: 0.0482 data_time: 0.0021 memory: 1097 2022/08/07 16:39:03 - mmengine - INFO - Epoch(val) [6][4220/6282] eta: 0:01:41 time: 0.0493 data_time: 0.0019 memory: 1097 2022/08/07 16:39:04 - mmengine - INFO - Epoch(val) [6][4240/6282] eta: 0:01:39 time: 0.0485 data_time: 0.0017 memory: 1097 2022/08/07 16:39:05 - mmengine - INFO - Epoch(val) [6][4260/6282] eta: 0:01:39 time: 0.0490 data_time: 0.0017 memory: 1096 2022/08/07 16:39:06 - mmengine - INFO - Epoch(val) [6][4280/6282] eta: 0:01:38 time: 0.0494 data_time: 0.0020 memory: 1096 2022/08/07 16:39:07 - mmengine - INFO - Epoch(val) [6][4300/6282] eta: 0:01:37 time: 0.0493 data_time: 0.0019 memory: 1096 2022/08/07 16:39:08 - mmengine - INFO - Epoch(val) [6][4320/6282] eta: 0:01:31 time: 0.0467 data_time: 0.0016 memory: 1096 2022/08/07 16:39:09 - mmengine - INFO - Epoch(val) [6][4340/6282] eta: 0:01:34 time: 0.0488 data_time: 0.0016 memory: 1096 2022/08/07 16:39:10 - mmengine - INFO - Epoch(val) [6][4360/6282] eta: 0:01:47 time: 0.0558 data_time: 0.0018 memory: 1155 2022/08/07 16:39:11 - mmengine - INFO - Epoch(val) [6][4380/6282] eta: 0:01:46 time: 0.0560 data_time: 0.0020 memory: 1155 2022/08/07 16:39:12 - mmengine - INFO - Epoch(val) [6][4400/6282] eta: 0:01:51 time: 0.0592 data_time: 0.0018 memory: 1155 2022/08/07 16:39:13 - mmengine - INFO - Epoch(val) [6][4420/6282] eta: 0:01:47 time: 0.0579 data_time: 0.0018 memory: 1155 2022/08/07 16:39:15 - mmengine - INFO - Epoch(val) [6][4440/6282] eta: 0:02:37 time: 0.0857 data_time: 0.0025 memory: 1163 2022/08/07 16:39:16 - mmengine - INFO - Epoch(val) [6][4460/6282] eta: 0:01:47 time: 0.0592 data_time: 0.0020 memory: 1163 2022/08/07 16:39:17 - mmengine - INFO - Epoch(val) [6][4480/6282] eta: 0:01:45 time: 0.0586 data_time: 0.0018 memory: 1163 2022/08/07 16:39:18 - mmengine - INFO - Epoch(val) [6][4500/6282] eta: 0:01:38 time: 0.0555 data_time: 0.0018 memory: 1163 2022/08/07 16:39:20 - mmengine - INFO - Epoch(val) [6][4520/6282] eta: 0:01:33 time: 0.0529 data_time: 0.0018 memory: 1163 2022/08/07 16:39:21 - mmengine - INFO - Epoch(val) [6][4540/6282] eta: 0:01:24 time: 0.0486 data_time: 0.0017 memory: 1101 2022/08/07 16:39:21 - mmengine - INFO - Epoch(val) [6][4560/6282] eta: 0:01:23 time: 0.0483 data_time: 0.0018 memory: 1101 2022/08/07 16:39:22 - mmengine - INFO - Epoch(val) [6][4580/6282] eta: 0:01:24 time: 0.0496 data_time: 0.0021 memory: 1101 2022/08/07 16:39:24 - mmengine - INFO - Epoch(val) [6][4600/6282] eta: 0:01:28 time: 0.0525 data_time: 0.0023 memory: 1101 2022/08/07 16:39:25 - mmengine - INFO - Epoch(val) [6][4620/6282] eta: 0:01:19 time: 0.0479 data_time: 0.0021 memory: 1101 2022/08/07 16:39:26 - mmengine - INFO - Epoch(val) [6][4640/6282] eta: 0:01:37 time: 0.0592 data_time: 0.0027 memory: 1163 2022/08/07 16:39:27 - mmengine - INFO - Epoch(val) [6][4660/6282] eta: 0:01:35 time: 0.0591 data_time: 0.0018 memory: 1163 2022/08/07 16:39:28 - mmengine - INFO - Epoch(val) [6][4680/6282] eta: 0:01:30 time: 0.0567 data_time: 0.0017 memory: 1163 2022/08/07 16:39:29 - mmengine - INFO - Epoch(val) [6][4700/6282] eta: 0:01:28 time: 0.0559 data_time: 0.0017 memory: 1163 2022/08/07 16:39:30 - mmengine - INFO - Epoch(val) [6][4720/6282] eta: 0:01:25 time: 0.0545 data_time: 0.0018 memory: 1163 2022/08/07 16:39:31 - mmengine - INFO - Epoch(val) [6][4740/6282] eta: 0:01:16 time: 0.0495 data_time: 0.0017 memory: 1122 2022/08/07 16:39:32 - mmengine - INFO - Epoch(val) [6][4760/6282] eta: 0:01:18 time: 0.0513 data_time: 0.0021 memory: 1122 2022/08/07 16:39:33 - mmengine - INFO - Epoch(val) [6][4780/6282] eta: 0:01:16 time: 0.0508 data_time: 0.0017 memory: 1122 2022/08/07 16:39:35 - mmengine - INFO - Epoch(val) [6][4800/6282] eta: 0:01:53 time: 0.0768 data_time: 0.0026 memory: 1122 2022/08/07 16:39:36 - mmengine - INFO - Epoch(val) [6][4820/6282] eta: 0:01:15 time: 0.0515 data_time: 0.0018 memory: 1155 2022/08/07 16:39:37 - mmengine - INFO - Epoch(val) [6][4840/6282] eta: 0:01:20 time: 0.0557 data_time: 0.0019 memory: 1155 2022/08/07 16:39:38 - mmengine - INFO - Epoch(val) [6][4860/6282] eta: 0:01:19 time: 0.0563 data_time: 0.0020 memory: 1155 2022/08/07 16:39:39 - mmengine - INFO - Epoch(val) [6][4880/6282] eta: 0:01:19 time: 0.0570 data_time: 0.0020 memory: 1155 2022/08/07 16:39:40 - mmengine - INFO - Epoch(val) [6][4900/6282] eta: 0:01:19 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 16:39:42 - mmengine - INFO - Epoch(val) [6][4920/6282] eta: 0:01:21 time: 0.0597 data_time: 0.0021 memory: 1158 2022/08/07 16:39:43 - mmengine - INFO - Epoch(val) [6][4940/6282] eta: 0:01:18 time: 0.0583 data_time: 0.0017 memory: 1158 2022/08/07 16:39:44 - mmengine - INFO - Epoch(val) [6][4960/6282] eta: 0:01:19 time: 0.0598 data_time: 0.0020 memory: 1158 2022/08/07 16:39:45 - mmengine - INFO - Epoch(val) [6][4980/6282] eta: 0:01:14 time: 0.0572 data_time: 0.0019 memory: 1158 2022/08/07 16:39:46 - mmengine - INFO - Epoch(val) [6][5000/6282] eta: 0:01:12 time: 0.0566 data_time: 0.0018 memory: 1158 2022/08/07 16:39:47 - mmengine - INFO - Epoch(val) [6][5020/6282] eta: 0:01:04 time: 0.0510 data_time: 0.0018 memory: 1158 2022/08/07 16:39:48 - mmengine - INFO - Epoch(val) [6][5040/6282] eta: 0:00:57 time: 0.0466 data_time: 0.0017 memory: 1101 2022/08/07 16:39:49 - mmengine - INFO - Epoch(val) [6][5060/6282] eta: 0:00:57 time: 0.0471 data_time: 0.0019 memory: 1101 2022/08/07 16:39:50 - mmengine - INFO - Epoch(val) [6][5080/6282] eta: 0:00:56 time: 0.0468 data_time: 0.0018 memory: 1101 2022/08/07 16:39:51 - mmengine - INFO - Epoch(val) [6][5100/6282] eta: 0:00:56 time: 0.0476 data_time: 0.0018 memory: 1101 2022/08/07 16:39:52 - mmengine - INFO - Epoch(val) [6][5120/6282] eta: 0:00:56 time: 0.0488 data_time: 0.0020 memory: 1101 2022/08/07 16:39:53 - mmengine - INFO - Epoch(val) [6][5140/6282] eta: 0:00:54 time: 0.0473 data_time: 0.0018 memory: 1097 2022/08/07 16:39:54 - mmengine - INFO - Epoch(val) [6][5160/6282] eta: 0:01:22 time: 0.0731 data_time: 0.0021 memory: 1097 2022/08/07 16:39:55 - mmengine - INFO - Epoch(val) [6][5180/6282] eta: 0:00:53 time: 0.0481 data_time: 0.0019 memory: 1097 2022/08/07 16:39:56 - mmengine - INFO - Epoch(val) [6][5200/6282] eta: 0:00:51 time: 0.0476 data_time: 0.0018 memory: 1097 2022/08/07 16:39:57 - mmengine - INFO - Epoch(val) [6][5220/6282] eta: 0:00:50 time: 0.0472 data_time: 0.0017 memory: 1097 2022/08/07 16:39:58 - mmengine - INFO - Epoch(val) [6][5240/6282] eta: 0:00:52 time: 0.0500 data_time: 0.0021 memory: 1096 2022/08/07 16:39:59 - mmengine - INFO - Epoch(val) [6][5260/6282] eta: 0:00:48 time: 0.0475 data_time: 0.0016 memory: 1096 2022/08/07 16:40:00 - mmengine - INFO - Epoch(val) [6][5280/6282] eta: 0:00:46 time: 0.0464 data_time: 0.0017 memory: 1096 2022/08/07 16:40:01 - mmengine - INFO - Epoch(val) [6][5300/6282] eta: 0:00:48 time: 0.0490 data_time: 0.0018 memory: 1096 2022/08/07 16:40:02 - mmengine - INFO - Epoch(val) [6][5320/6282] eta: 0:00:46 time: 0.0484 data_time: 0.0021 memory: 1097 2022/08/07 16:40:03 - mmengine - INFO - Epoch(val) [6][5340/6282] eta: 0:00:46 time: 0.0491 data_time: 0.0024 memory: 1097 2022/08/07 16:40:04 - mmengine - INFO - Epoch(val) [6][5360/6282] eta: 0:00:49 time: 0.0541 data_time: 0.0021 memory: 1097 2022/08/07 16:40:06 - mmengine - INFO - Epoch(val) [6][5380/6282] eta: 0:01:04 time: 0.0720 data_time: 0.0020 memory: 1097 2022/08/07 16:40:07 - mmengine - INFO - Epoch(val) [6][5400/6282] eta: 0:00:42 time: 0.0479 data_time: 0.0024 memory: 1097 2022/08/07 16:40:08 - mmengine - INFO - Epoch(val) [6][5420/6282] eta: 0:00:41 time: 0.0482 data_time: 0.0021 memory: 1097 2022/08/07 16:40:09 - mmengine - INFO - Epoch(val) [6][5440/6282] eta: 0:00:40 time: 0.0478 data_time: 0.0019 memory: 1097 2022/08/07 16:40:10 - mmengine - INFO - Epoch(val) [6][5460/6282] eta: 0:00:40 time: 0.0488 data_time: 0.0018 memory: 1097 2022/08/07 16:40:10 - mmengine - INFO - Epoch(val) [6][5480/6282] eta: 0:00:38 time: 0.0476 data_time: 0.0018 memory: 1097 2022/08/07 16:40:11 - mmengine - INFO - Epoch(val) [6][5500/6282] eta: 0:00:37 time: 0.0474 data_time: 0.0017 memory: 1097 2022/08/07 16:40:12 - mmengine - INFO - Epoch(val) [6][5520/6282] eta: 0:00:36 time: 0.0480 data_time: 0.0017 memory: 1118 2022/08/07 16:40:13 - mmengine - INFO - Epoch(val) [6][5540/6282] eta: 0:00:35 time: 0.0478 data_time: 0.0018 memory: 1118 2022/08/07 16:40:14 - mmengine - INFO - Epoch(val) [6][5560/6282] eta: 0:00:36 time: 0.0501 data_time: 0.0023 memory: 1118 2022/08/07 16:40:15 - mmengine - INFO - Epoch(val) [6][5580/6282] eta: 0:00:34 time: 0.0490 data_time: 0.0019 memory: 1118 2022/08/07 16:40:16 - mmengine - INFO - Epoch(val) [6][5600/6282] eta: 0:00:32 time: 0.0481 data_time: 0.0017 memory: 1118 2022/08/07 16:40:17 - mmengine - INFO - Epoch(val) [6][5620/6282] eta: 0:00:32 time: 0.0484 data_time: 0.0019 memory: 1118 2022/08/07 16:40:18 - mmengine - INFO - Epoch(val) [6][5640/6282] eta: 0:00:31 time: 0.0490 data_time: 0.0018 memory: 1097 2022/08/07 16:40:19 - mmengine - INFO - Epoch(val) [6][5660/6282] eta: 0:00:30 time: 0.0484 data_time: 0.0023 memory: 1097 2022/08/07 16:40:20 - mmengine - INFO - Epoch(val) [6][5680/6282] eta: 0:00:29 time: 0.0483 data_time: 0.0017 memory: 1097 2022/08/07 16:40:21 - mmengine - INFO - Epoch(val) [6][5700/6282] eta: 0:00:28 time: 0.0483 data_time: 0.0021 memory: 1097 2022/08/07 16:40:22 - mmengine - INFO - Epoch(val) [6][5720/6282] eta: 0:00:26 time: 0.0478 data_time: 0.0020 memory: 1130 2022/08/07 16:40:23 - mmengine - INFO - Epoch(val) [6][5740/6282] eta: 0:00:26 time: 0.0485 data_time: 0.0016 memory: 1130 2022/08/07 16:40:25 - mmengine - INFO - Epoch(val) [6][5760/6282] eta: 0:00:38 time: 0.0738 data_time: 0.0023 memory: 1130 2022/08/07 16:40:26 - mmengine - INFO - Epoch(val) [6][5780/6282] eta: 0:00:24 time: 0.0487 data_time: 0.0017 memory: 1130 2022/08/07 16:40:27 - mmengine - INFO - Epoch(val) [6][5800/6282] eta: 0:00:23 time: 0.0497 data_time: 0.0017 memory: 1130 2022/08/07 16:40:28 - mmengine - INFO - Epoch(val) [6][5820/6282] eta: 0:00:23 time: 0.0502 data_time: 0.0018 memory: 1130 2022/08/07 16:40:29 - mmengine - INFO - Epoch(val) [6][5840/6282] eta: 0:00:21 time: 0.0488 data_time: 0.0017 memory: 1118 2022/08/07 16:40:30 - mmengine - INFO - Epoch(val) [6][5860/6282] eta: 0:00:21 time: 0.0499 data_time: 0.0017 memory: 1118 2022/08/07 16:40:31 - mmengine - INFO - Epoch(val) [6][5880/6282] eta: 0:00:20 time: 0.0509 data_time: 0.0018 memory: 1118 2022/08/07 16:40:32 - mmengine - INFO - Epoch(val) [6][5900/6282] eta: 0:00:18 time: 0.0487 data_time: 0.0018 memory: 1118 2022/08/07 16:40:33 - mmengine - INFO - Epoch(val) [6][5920/6282] eta: 0:00:18 time: 0.0508 data_time: 0.0021 memory: 1118 2022/08/07 16:40:34 - mmengine - INFO - Epoch(val) [6][5940/6282] eta: 0:00:17 time: 0.0498 data_time: 0.0019 memory: 1097 2022/08/07 16:40:35 - mmengine - INFO - Epoch(val) [6][5960/6282] eta: 0:00:16 time: 0.0502 data_time: 0.0024 memory: 1097 2022/08/07 16:40:36 - mmengine - INFO - Epoch(val) [6][5980/6282] eta: 0:00:15 time: 0.0507 data_time: 0.0022 memory: 1097 2022/08/07 16:40:37 - mmengine - INFO - Epoch(val) [6][6000/6282] eta: 0:00:22 time: 0.0802 data_time: 0.0018 memory: 1155 2022/08/07 16:40:38 - mmengine - INFO - Epoch(val) [6][6020/6282] eta: 0:00:14 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 16:40:39 - mmengine - INFO - Epoch(val) [6][6040/6282] eta: 0:00:13 time: 0.0551 data_time: 0.0018 memory: 1155 2022/08/07 16:40:40 - mmengine - INFO - Epoch(val) [6][6060/6282] eta: 0:00:12 time: 0.0547 data_time: 0.0019 memory: 1155 2022/08/07 16:40:42 - mmengine - INFO - Epoch(val) [6][6080/6282] eta: 0:00:11 time: 0.0548 data_time: 0.0019 memory: 1155 2022/08/07 16:40:43 - mmengine - INFO - Epoch(val) [6][6100/6282] eta: 0:00:10 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 16:40:44 - mmengine - INFO - Epoch(val) [6][6120/6282] eta: 0:00:09 time: 0.0565 data_time: 0.0021 memory: 1155 2022/08/07 16:40:45 - mmengine - INFO - Epoch(val) [6][6140/6282] eta: 0:00:07 time: 0.0541 data_time: 0.0019 memory: 1155 2022/08/07 16:40:46 - mmengine - INFO - Epoch(val) [6][6160/6282] eta: 0:00:06 time: 0.0543 data_time: 0.0022 memory: 1155 2022/08/07 16:40:47 - mmengine - INFO - Epoch(val) [6][6180/6282] eta: 0:00:05 time: 0.0535 data_time: 0.0015 memory: 1155 2022/08/07 16:40:48 - mmengine - INFO - Epoch(val) [6][6200/6282] eta: 0:00:04 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 16:40:49 - mmengine - INFO - Epoch(val) [6][6220/6282] eta: 0:00:03 time: 0.0529 data_time: 0.0013 memory: 1155 2022/08/07 16:40:50 - mmengine - INFO - Epoch(val) [6][6240/6282] eta: 0:00:02 time: 0.0535 data_time: 0.0014 memory: 1155 2022/08/07 16:40:51 - mmengine - INFO - Epoch(val) [6][6260/6282] eta: 0:00:01 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 16:40:52 - mmengine - INFO - Epoch(val) [6][6280/6282] eta: 0:00:00 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 16:45:17 - mmengine - INFO - Epoch(val) [6][6282/6282] mAP/mAP@0.5IOU: 0.2421 2022/08/07 16:45:17 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_5.pth is removed 2022/08/07 16:45:21 - mmengine - INFO - The best checkpoint with 0.2421 mAP/mAP@0.5IOU at 7 epoch is saved to best_mAP/mAP@0.5IOU_epoch_7.pth. 2022/08/07 16:45:40 - mmengine - INFO - Epoch(train) [7][20/1441] lr: 2.0000e-01 eta: 5:17:54 time: 0.9566 data_time: 0.0699 memory: 23477 grad_norm: 0.1033 recall@thr=0.5: 0.6316 prec@thr=0.5: 0.7986 recall@top3: 0.7528 prec@top3: 0.7431 recall@top5: 0.9236 prec@top5: 0.5625 loss_action_cls: 0.0462 loss: 0.0462 2022/08/07 16:45:59 - mmengine - INFO - Epoch(train) [7][40/1441] lr: 2.0000e-01 eta: 5:17:34 time: 0.9188 data_time: 0.0226 memory: 23477 grad_norm: 0.0999 recall@thr=0.5: 0.7926 prec@thr=0.5: 0.9056 recall@top3: 0.8574 prec@top3: 0.7407 recall@top5: 0.9556 prec@top5: 0.4978 loss_action_cls: 0.0451 loss: 0.0451 2022/08/07 16:46:17 - mmengine - INFO - Epoch(train) [7][60/1441] lr: 2.0000e-01 eta: 5:17:13 time: 0.9052 data_time: 0.0266 memory: 23477 grad_norm: 0.1025 recall@thr=0.5: 0.8136 prec@thr=0.5: 0.8083 recall@top3: 0.9079 prec@top3: 0.7632 recall@top5: 0.9561 prec@top5: 0.4947 loss_action_cls: 0.0426 loss: 0.0426 2022/08/07 16:46:35 - mmengine - INFO - Epoch(train) [7][80/1441] lr: 2.0000e-01 eta: 5:16:52 time: 0.9119 data_time: 0.0243 memory: 23477 grad_norm: 0.1036 recall@thr=0.5: 0.6804 prec@thr=0.5: 0.8167 recall@top3: 0.8081 prec@top3: 0.6222 recall@top5: 0.9422 prec@top5: 0.4489 loss_action_cls: 0.0449 loss: 0.0449 2022/08/07 16:46:54 - mmengine - INFO - Epoch(train) [7][100/1441] lr: 2.0000e-01 eta: 5:16:33 time: 0.9422 data_time: 0.0264 memory: 23477 grad_norm: 0.1022 recall@thr=0.5: 0.7413 prec@thr=0.5: 0.7958 recall@top3: 0.7636 prec@top3: 0.6364 recall@top5: 0.9140 prec@top5: 0.4682 loss_action_cls: 0.0471 loss: 0.0471 2022/08/07 16:47:12 - mmengine - INFO - Epoch(train) [7][120/1441] lr: 2.0000e-01 eta: 5:16:14 time: 0.9293 data_time: 0.0237 memory: 23477 grad_norm: 0.1070 recall@thr=0.5: 0.5736 prec@thr=0.5: 0.7403 recall@top3: 0.7093 prec@top3: 0.6047 recall@top5: 0.8895 prec@top5: 0.4744 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 16:47:31 - mmengine - INFO - Epoch(train) [7][140/1441] lr: 2.0000e-01 eta: 5:15:53 time: 0.9138 data_time: 0.0260 memory: 23477 grad_norm: 0.1059 recall@thr=0.5: 0.5925 prec@thr=0.5: 0.6939 recall@top3: 0.7571 prec@top3: 0.6395 recall@top5: 0.8680 prec@top5: 0.4490 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 16:47:49 - mmengine - INFO - Epoch(train) [7][160/1441] lr: 2.0000e-01 eta: 5:15:32 time: 0.9068 data_time: 0.0214 memory: 23477 grad_norm: 0.1027 recall@thr=0.5: 0.8248 prec@thr=0.5: 0.8476 recall@top3: 0.8724 prec@top3: 0.6286 recall@top5: 0.8981 prec@top5: 0.4000 loss_action_cls: 0.0446 loss: 0.0446 2022/08/07 16:48:07 - mmengine - INFO - Epoch(train) [7][180/1441] lr: 2.0000e-01 eta: 5:15:13 time: 0.9300 data_time: 0.0287 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.6278 prec@thr=0.5: 0.8852 recall@top3: 0.7611 prec@top3: 0.5852 recall@top5: 0.9000 prec@top5: 0.4267 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 16:48:26 - mmengine - INFO - Epoch(train) [7][200/1441] lr: 2.0000e-01 eta: 5:14:53 time: 0.9223 data_time: 0.0222 memory: 23477 grad_norm: 0.1074 recall@thr=0.5: 0.6565 prec@thr=0.5: 0.8472 recall@top3: 0.8333 prec@top3: 0.7315 recall@top5: 0.9495 prec@top5: 0.5167 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 16:48:43 - mmengine - INFO - Epoch(train) [7][220/1441] lr: 2.0000e-01 eta: 5:14:31 time: 0.8821 data_time: 0.0277 memory: 23477 grad_norm: 0.0991 recall@thr=0.5: 0.5698 prec@thr=0.5: 0.6802 recall@top3: 0.7072 prec@top3: 0.5676 recall@top5: 0.9054 prec@top5: 0.4324 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 16:49:02 - mmengine - INFO - Epoch(train) [7][240/1441] lr: 2.0000e-01 eta: 5:14:11 time: 0.9172 data_time: 0.0350 memory: 23477 grad_norm: 0.1071 recall@thr=0.5: 0.6835 prec@thr=0.5: 0.7351 recall@top3: 0.7364 prec@top3: 0.6374 recall@top5: 0.8850 prec@top5: 0.4842 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 16:49:20 - mmengine - INFO - Epoch(train) [7][260/1441] lr: 2.0000e-01 eta: 5:13:51 time: 0.9303 data_time: 0.0267 memory: 23477 grad_norm: 0.1061 recall@thr=0.5: 0.7612 prec@thr=0.5: 0.7340 recall@top3: 0.8013 prec@top3: 0.6026 recall@top5: 0.9583 prec@top5: 0.4346 loss_action_cls: 0.0444 loss: 0.0444 2022/08/07 16:49:39 - mmengine - INFO - Epoch(train) [7][280/1441] lr: 2.0000e-01 eta: 5:13:31 time: 0.9125 data_time: 0.0231 memory: 23477 grad_norm: 0.1022 recall@thr=0.5: 0.7091 prec@thr=0.5: 0.7664 recall@top3: 0.8129 prec@top3: 0.7076 recall@top5: 0.9196 prec@top5: 0.5018 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 16:49:58 - mmengine - INFO - Epoch(train) [7][300/1441] lr: 2.0000e-01 eta: 5:13:12 time: 0.9513 data_time: 0.0271 memory: 23477 grad_norm: 0.1033 recall@thr=0.5: 0.6585 prec@thr=0.5: 0.6993 recall@top3: 0.8056 prec@top3: 0.6471 recall@top5: 0.9330 prec@top5: 0.4510 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 16:50:16 - mmengine - INFO - Epoch(train) [7][320/1441] lr: 2.0000e-01 eta: 5:12:52 time: 0.9199 data_time: 0.0229 memory: 23477 grad_norm: 0.1097 recall@thr=0.5: 0.5633 prec@thr=0.5: 0.6174 recall@top3: 0.6731 prec@top3: 0.6288 recall@top5: 0.9034 prec@top5: 0.5182 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 16:50:34 - mmengine - INFO - Epoch(train) [7][340/1441] lr: 2.0000e-01 eta: 5:12:31 time: 0.8913 data_time: 0.0266 memory: 23477 grad_norm: 0.1116 recall@thr=0.5: 0.7062 prec@thr=0.5: 0.7880 recall@top3: 0.7341 prec@top3: 0.6522 recall@top5: 0.9036 prec@top5: 0.5000 loss_action_cls: 0.0465 loss: 0.0465 2022/08/07 16:50:47 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 16:50:52 - mmengine - INFO - Epoch(train) [7][360/1441] lr: 2.0000e-01 eta: 5:12:10 time: 0.8992 data_time: 0.0225 memory: 23477 grad_norm: 0.1001 recall@thr=0.5: 0.7809 prec@thr=0.5: 0.7932 recall@top3: 0.8426 prec@top3: 0.6914 recall@top5: 0.9506 prec@top5: 0.4741 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 16:51:10 - mmengine - INFO - Epoch(train) [7][380/1441] lr: 2.0000e-01 eta: 5:11:50 time: 0.9199 data_time: 0.0257 memory: 23477 grad_norm: 0.1038 recall@thr=0.5: 0.7073 prec@thr=0.5: 0.7991 recall@top3: 0.8611 prec@top3: 0.6667 recall@top5: 0.9530 prec@top5: 0.4462 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 16:51:29 - mmengine - INFO - Epoch(train) [7][400/1441] lr: 2.0000e-01 eta: 5:11:30 time: 0.9209 data_time: 0.0227 memory: 23477 grad_norm: 0.0975 recall@thr=0.5: 0.7588 prec@thr=0.5: 0.8125 recall@top3: 0.7685 prec@top3: 0.5926 recall@top5: 0.9148 prec@top5: 0.4444 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 16:51:47 - mmengine - INFO - Epoch(train) [7][420/1441] lr: 2.0000e-01 eta: 5:11:09 time: 0.9032 data_time: 0.0258 memory: 23477 grad_norm: 0.1083 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8632 recall@top3: 0.8983 prec@top3: 0.6239 recall@top5: 0.9786 prec@top5: 0.4308 loss_action_cls: 0.0418 loss: 0.0418 2022/08/07 16:52:04 - mmengine - INFO - Epoch(train) [7][440/1441] lr: 2.0000e-01 eta: 5:10:47 time: 0.8787 data_time: 0.0215 memory: 23477 grad_norm: 0.1022 recall@thr=0.5: 0.8472 prec@thr=0.5: 0.8426 recall@top3: 0.8241 prec@top3: 0.6481 recall@top5: 0.9537 prec@top5: 0.4556 loss_action_cls: 0.0446 loss: 0.0446 2022/08/07 16:52:22 - mmengine - INFO - Epoch(train) [7][460/1441] lr: 2.0000e-01 eta: 5:10:27 time: 0.9081 data_time: 0.0279 memory: 23477 grad_norm: 0.0989 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.7075 recall@top3: 0.8861 prec@top3: 0.6531 recall@top5: 0.9490 prec@top5: 0.4245 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 16:52:41 - mmengine - INFO - Epoch(train) [7][480/1441] lr: 2.0000e-01 eta: 5:10:07 time: 0.9124 data_time: 0.0240 memory: 23477 grad_norm: 0.1109 recall@thr=0.5: 0.6802 prec@thr=0.5: 0.6744 recall@top3: 0.7810 prec@top3: 0.6434 recall@top5: 0.9167 prec@top5: 0.4651 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 16:53:00 - mmengine - INFO - Epoch(train) [7][500/1441] lr: 2.0000e-01 eta: 5:09:48 time: 0.9507 data_time: 0.0289 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.9647 recall@top3: 0.9022 prec@top3: 0.7756 recall@top5: 0.9840 prec@top5: 0.5231 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 16:53:18 - mmengine - INFO - Epoch(train) [7][520/1441] lr: 2.0000e-01 eta: 5:09:27 time: 0.9072 data_time: 0.0218 memory: 23477 grad_norm: 0.1053 recall@thr=0.5: 0.6435 prec@thr=0.5: 0.7145 recall@top3: 0.7176 prec@top3: 0.6173 recall@top5: 0.8904 prec@top5: 0.4778 loss_action_cls: 0.0434 loss: 0.0434 2022/08/07 16:53:36 - mmengine - INFO - Epoch(train) [7][540/1441] lr: 2.0000e-01 eta: 5:09:07 time: 0.9062 data_time: 0.0240 memory: 23477 grad_norm: 0.1037 recall@thr=0.5: 0.6486 prec@thr=0.5: 0.7337 recall@top3: 0.7717 prec@top3: 0.6304 recall@top5: 0.9384 prec@top5: 0.4565 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 16:53:54 - mmengine - INFO - Epoch(train) [7][560/1441] lr: 2.0000e-01 eta: 5:08:46 time: 0.8904 data_time: 0.0238 memory: 23477 grad_norm: 0.1093 recall@thr=0.5: 0.7257 prec@thr=0.5: 0.7951 recall@top3: 0.8108 prec@top3: 0.6528 recall@top5: 0.9583 prec@top5: 0.4583 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 16:54:12 - mmengine - INFO - Epoch(train) [7][580/1441] lr: 2.0000e-01 eta: 5:08:25 time: 0.9075 data_time: 0.0247 memory: 23477 grad_norm: 0.1020 recall@thr=0.5: 0.7128 prec@thr=0.5: 0.7926 recall@top3: 0.7730 prec@top3: 0.6596 recall@top5: 0.8865 prec@top5: 0.4681 loss_action_cls: 0.0436 loss: 0.0436 2022/08/07 16:54:31 - mmengine - INFO - Epoch(train) [7][600/1441] lr: 2.0000e-01 eta: 5:08:06 time: 0.9311 data_time: 0.0352 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.6795 prec@thr=0.5: 0.8372 recall@top3: 0.8008 prec@top3: 0.6822 recall@top5: 0.9488 prec@top5: 0.4977 loss_action_cls: 0.0444 loss: 0.0444 2022/08/07 16:54:49 - mmengine - INFO - Epoch(train) [7][620/1441] lr: 2.0000e-01 eta: 5:07:45 time: 0.9072 data_time: 0.0248 memory: 23477 grad_norm: 0.1030 recall@thr=0.5: 0.7228 prec@thr=0.5: 0.8062 recall@top3: 0.9185 prec@top3: 0.7319 recall@top5: 0.9819 prec@top5: 0.4826 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 16:55:07 - mmengine - INFO - Epoch(train) [7][640/1441] lr: 2.0000e-01 eta: 5:07:25 time: 0.9174 data_time: 0.0274 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.6167 prec@thr=0.5: 0.8214 recall@top3: 0.7397 prec@top3: 0.7222 recall@top5: 0.8976 prec@top5: 0.5381 loss_action_cls: 0.0445 loss: 0.0445 2022/08/07 16:55:25 - mmengine - INFO - Epoch(train) [7][660/1441] lr: 2.0000e-01 eta: 5:07:05 time: 0.9149 data_time: 0.0238 memory: 23477 grad_norm: 0.1027 recall@thr=0.5: 0.7080 prec@thr=0.5: 0.7623 recall@top3: 0.8302 prec@top3: 0.7346 recall@top5: 0.9494 prec@top5: 0.5111 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 16:55:44 - mmengine - INFO - Epoch(train) [7][680/1441] lr: 2.0000e-01 eta: 5:06:45 time: 0.9126 data_time: 0.0249 memory: 23477 grad_norm: 0.1001 recall@thr=0.5: 0.6346 prec@thr=0.5: 0.6569 recall@top3: 0.7101 prec@top3: 0.5621 recall@top5: 0.8320 prec@top5: 0.4157 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 16:56:02 - mmengine - INFO - Epoch(train) [7][700/1441] lr: 2.0000e-01 eta: 5:06:25 time: 0.9169 data_time: 0.0244 memory: 23477 grad_norm: 0.1025 recall@thr=0.5: 0.7560 prec@thr=0.5: 0.9283 recall@top3: 0.8307 prec@top3: 0.8333 recall@top5: 0.9613 prec@top5: 0.5960 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 16:56:20 - mmengine - INFO - Epoch(train) [7][720/1441] lr: 2.0000e-01 eta: 5:06:05 time: 0.9099 data_time: 0.0235 memory: 23477 grad_norm: 0.1042 recall@thr=0.5: 0.6913 prec@thr=0.5: 0.7330 recall@top3: 0.7708 prec@top3: 0.5909 recall@top5: 0.9432 prec@top5: 0.4409 loss_action_cls: 0.0456 loss: 0.0456 2022/08/07 16:56:39 - mmengine - INFO - Epoch(train) [7][740/1441] lr: 2.0000e-01 eta: 5:05:45 time: 0.9206 data_time: 0.0252 memory: 23477 grad_norm: 0.1022 recall@thr=0.5: 0.6915 prec@thr=0.5: 0.8915 recall@top3: 0.8415 prec@top3: 0.7674 recall@top5: 0.9527 prec@top5: 0.5256 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 16:56:57 - mmengine - INFO - Epoch(train) [7][760/1441] lr: 2.0000e-01 eta: 5:05:24 time: 0.9106 data_time: 0.0232 memory: 23477 grad_norm: 0.1049 recall@thr=0.5: 0.7045 prec@thr=0.5: 0.7235 recall@top3: 0.7727 prec@top3: 0.5530 recall@top5: 0.9394 prec@top5: 0.4136 loss_action_cls: 0.0412 loss: 0.0412 2022/08/07 16:57:14 - mmengine - INFO - Epoch(train) [7][780/1441] lr: 2.0000e-01 eta: 5:05:03 time: 0.8813 data_time: 0.0253 memory: 23477 grad_norm: 0.1049 recall@thr=0.5: 0.6477 prec@thr=0.5: 0.6496 recall@top3: 0.7159 prec@top3: 0.6288 recall@top5: 0.9432 prec@top5: 0.5000 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 16:57:33 - mmengine - INFO - Epoch(train) [7][800/1441] lr: 2.0000e-01 eta: 5:04:43 time: 0.9065 data_time: 0.0268 memory: 23477 grad_norm: 0.1047 recall@thr=0.5: 0.7726 prec@thr=0.5: 0.7969 recall@top3: 0.8167 prec@top3: 0.6458 recall@top5: 0.9479 prec@top5: 0.4667 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 16:57:51 - mmengine - INFO - Epoch(train) [7][820/1441] lr: 2.0000e-01 eta: 5:04:23 time: 0.9262 data_time: 0.0290 memory: 23477 grad_norm: 0.1015 recall@thr=0.5: 0.6810 prec@thr=0.5: 0.8905 recall@top3: 0.8619 prec@top3: 0.7238 recall@top5: 0.9429 prec@top5: 0.4800 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 16:58:09 - mmengine - INFO - Epoch(train) [7][840/1441] lr: 2.0000e-01 eta: 5:04:02 time: 0.8919 data_time: 0.0235 memory: 23477 grad_norm: 0.1034 recall@thr=0.5: 0.6039 prec@thr=0.5: 0.6964 recall@top3: 0.7339 prec@top3: 0.5952 recall@top5: 0.8699 prec@top5: 0.4393 loss_action_cls: 0.0461 loss: 0.0461 2022/08/07 16:58:27 - mmengine - INFO - Epoch(train) [7][860/1441] lr: 2.0000e-01 eta: 5:03:42 time: 0.9181 data_time: 0.0253 memory: 23477 grad_norm: 0.1013 recall@thr=0.5: 0.7054 prec@thr=0.5: 0.7596 recall@top3: 0.7381 prec@top3: 0.6346 recall@top5: 0.8811 prec@top5: 0.4846 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 16:58:45 - mmengine - INFO - Epoch(train) [7][880/1441] lr: 2.0000e-01 eta: 5:03:22 time: 0.9042 data_time: 0.0323 memory: 23477 grad_norm: 0.0990 recall@thr=0.5: 0.7883 prec@thr=0.5: 0.8685 recall@top3: 0.8378 prec@top3: 0.5405 recall@top5: 0.9324 prec@top5: 0.3838 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 16:59:04 - mmengine - INFO - Epoch(train) [7][900/1441] lr: 2.0000e-01 eta: 5:03:01 time: 0.9095 data_time: 0.0252 memory: 23477 grad_norm: 0.1027 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8695 recall@top3: 0.7821 prec@top3: 0.7296 recall@top5: 0.9591 prec@top5: 0.5396 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 16:59:22 - mmengine - INFO - Epoch(train) [7][920/1441] lr: 2.0000e-01 eta: 5:02:42 time: 0.9260 data_time: 0.0251 memory: 23477 grad_norm: 0.1050 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6933 recall@top3: 0.8433 prec@top3: 0.6067 recall@top5: 0.9383 prec@top5: 0.4000 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 16:59:40 - mmengine - INFO - Epoch(train) [7][940/1441] lr: 2.0000e-01 eta: 5:02:21 time: 0.8937 data_time: 0.0259 memory: 23477 grad_norm: 0.1051 recall@thr=0.5: 0.7713 prec@thr=0.5: 0.8566 recall@top3: 0.8527 prec@top3: 0.6977 recall@top5: 0.9554 prec@top5: 0.4744 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 16:59:58 - mmengine - INFO - Epoch(train) [7][960/1441] lr: 2.0000e-01 eta: 5:02:01 time: 0.9228 data_time: 0.0244 memory: 23477 grad_norm: 0.1053 recall@thr=0.5: 0.7170 prec@thr=0.5: 0.8590 recall@top3: 0.8244 prec@top3: 0.7692 recall@top5: 0.9603 prec@top5: 0.5500 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 17:00:16 - mmengine - INFO - Epoch(train) [7][980/1441] lr: 2.0000e-01 eta: 5:01:40 time: 0.8896 data_time: 0.0271 memory: 23477 grad_norm: 0.1077 recall@thr=0.5: 0.6895 prec@thr=0.5: 0.7571 recall@top3: 0.8419 prec@top3: 0.6952 recall@top5: 0.9267 prec@top5: 0.4743 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 17:00:34 - mmengine - INFO - Epoch(train) [7][1000/1441] lr: 2.0000e-01 eta: 5:01:20 time: 0.9098 data_time: 0.0290 memory: 23477 grad_norm: 0.1026 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.8030 recall@top3: 0.8259 prec@top3: 0.7407 recall@top5: 0.9741 prec@top5: 0.5378 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 17:00:53 - mmengine - INFO - Epoch(train) [7][1020/1441] lr: 2.0000e-01 eta: 5:01:01 time: 0.9344 data_time: 0.0253 memory: 23477 grad_norm: 0.1034 recall@thr=0.5: 0.7542 prec@thr=0.5: 0.8396 recall@top3: 0.8583 prec@top3: 0.6917 recall@top5: 0.9208 prec@top5: 0.4550 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 17:01:11 - mmengine - INFO - Epoch(train) [7][1040/1441] lr: 2.0000e-01 eta: 5:00:41 time: 0.9100 data_time: 0.0308 memory: 23477 grad_norm: 0.1004 recall@thr=0.5: 0.7535 prec@thr=0.5: 0.8192 recall@top3: 0.8088 prec@top3: 0.7107 recall@top5: 0.9167 prec@top5: 0.4981 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 17:01:29 - mmengine - INFO - Epoch(train) [7][1060/1441] lr: 2.0000e-01 eta: 5:00:21 time: 0.9082 data_time: 0.0247 memory: 23477 grad_norm: 0.1068 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.8333 recall@top3: 0.9271 prec@top3: 0.6042 recall@top5: 0.9531 prec@top5: 0.3750 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 17:01:48 - mmengine - INFO - Epoch(train) [7][1080/1441] lr: 2.0000e-01 eta: 5:00:00 time: 0.9085 data_time: 0.0245 memory: 23477 grad_norm: 0.1017 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8163 recall@top3: 0.8420 prec@top3: 0.6736 recall@top5: 0.9774 prec@top5: 0.4833 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 17:02:06 - mmengine - INFO - Epoch(train) [7][1100/1441] lr: 2.0000e-01 eta: 4:59:42 time: 0.9432 data_time: 0.0311 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.7298 prec@thr=0.5: 0.8232 recall@top3: 0.9040 prec@top3: 0.6465 recall@top5: 0.9621 prec@top5: 0.4242 loss_action_cls: 0.0442 loss: 0.0442 2022/08/07 17:02:24 - mmengine - INFO - Epoch(train) [7][1120/1441] lr: 2.0000e-01 eta: 4:59:21 time: 0.8881 data_time: 0.0249 memory: 23477 grad_norm: 0.1056 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.8278 recall@top3: 0.7636 prec@top3: 0.6944 recall@top5: 0.9236 prec@top5: 0.5300 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 17:02:42 - mmengine - INFO - Epoch(train) [7][1140/1441] lr: 2.0000e-01 eta: 4:59:00 time: 0.9041 data_time: 0.0233 memory: 23477 grad_norm: 0.1023 recall@thr=0.5: 0.6766 prec@thr=0.5: 0.7460 recall@top3: 0.8373 prec@top3: 0.6270 recall@top5: 0.9444 prec@top5: 0.4381 loss_action_cls: 0.0442 loss: 0.0442 2022/08/07 17:03:00 - mmengine - INFO - Epoch(train) [7][1160/1441] lr: 2.0000e-01 eta: 4:58:40 time: 0.9031 data_time: 0.0295 memory: 23477 grad_norm: 0.1000 recall@thr=0.5: 0.8069 prec@thr=0.5: 0.8455 recall@top3: 0.9289 prec@top3: 0.7724 recall@top5: 0.9939 prec@top5: 0.5073 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 17:03:19 - mmengine - INFO - Epoch(train) [7][1180/1441] lr: 2.0000e-01 eta: 4:58:21 time: 0.9336 data_time: 0.0259 memory: 23477 grad_norm: 0.1040 recall@thr=0.5: 0.6783 prec@thr=0.5: 0.7926 recall@top3: 0.8236 prec@top3: 0.6279 recall@top5: 0.8934 prec@top5: 0.4233 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 17:03:37 - mmengine - INFO - Epoch(train) [7][1200/1441] lr: 2.0000e-01 eta: 4:58:00 time: 0.9068 data_time: 0.0240 memory: 23477 grad_norm: 0.1005 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.8530 recall@top3: 0.7723 prec@top3: 0.6667 recall@top5: 0.9030 prec@top5: 0.4880 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 17:03:55 - mmengine - INFO - Epoch(train) [7][1220/1441] lr: 2.0000e-01 eta: 4:57:39 time: 0.8885 data_time: 0.0255 memory: 23477 grad_norm: 0.1047 recall@thr=0.5: 0.6862 prec@thr=0.5: 0.6721 recall@top3: 0.8497 prec@top3: 0.5897 recall@top5: 0.9343 prec@top5: 0.4038 loss_action_cls: 0.0416 loss: 0.0416 2022/08/07 17:04:13 - mmengine - INFO - Epoch(train) [7][1240/1441] lr: 2.0000e-01 eta: 4:57:19 time: 0.9066 data_time: 0.0235 memory: 23477 grad_norm: 0.1014 recall@thr=0.5: 0.7004 prec@thr=0.5: 0.8651 recall@top3: 0.8532 prec@top3: 0.7857 recall@top5: 0.9603 prec@top5: 0.5429 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 17:04:31 - mmengine - INFO - Epoch(train) [7][1260/1441] lr: 2.0000e-01 eta: 4:57:00 time: 0.9189 data_time: 0.0342 memory: 23477 grad_norm: 0.1030 recall@thr=0.5: 0.7628 prec@thr=0.5: 0.8189 recall@top3: 0.8894 prec@top3: 0.6667 recall@top5: 0.9840 prec@top5: 0.4500 loss_action_cls: 0.0465 loss: 0.0465 2022/08/07 17:04:50 - mmengine - INFO - Epoch(train) [7][1280/1441] lr: 2.0000e-01 eta: 4:56:40 time: 0.9339 data_time: 0.0257 memory: 23477 grad_norm: 0.1028 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.6993 recall@top3: 0.7650 prec@top3: 0.5817 recall@top5: 0.9275 prec@top5: 0.4314 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 17:05:08 - mmengine - INFO - Epoch(train) [7][1300/1441] lr: 2.0000e-01 eta: 4:56:20 time: 0.9114 data_time: 0.0232 memory: 23477 grad_norm: 0.1067 recall@thr=0.5: 0.6292 prec@thr=0.5: 0.6937 recall@top3: 0.7108 prec@top3: 0.5500 recall@top5: 0.8458 prec@top5: 0.4050 loss_action_cls: 0.0426 loss: 0.0426 2022/08/07 17:05:27 - mmengine - INFO - Epoch(train) [7][1320/1441] lr: 2.0000e-01 eta: 4:56:01 time: 0.9261 data_time: 0.0290 memory: 23477 grad_norm: 0.1060 recall@thr=0.5: 0.6402 prec@thr=0.5: 0.6591 recall@top3: 0.7652 prec@top3: 0.6515 recall@top5: 0.9394 prec@top5: 0.4864 loss_action_cls: 0.0442 loss: 0.0442 2022/08/07 17:05:45 - mmengine - INFO - Epoch(train) [7][1340/1441] lr: 2.0000e-01 eta: 4:55:41 time: 0.9075 data_time: 0.0266 memory: 23477 grad_norm: 0.1042 recall@thr=0.5: 0.7310 prec@thr=0.5: 0.5857 recall@top3: 0.8595 prec@top3: 0.5429 recall@top5: 0.9167 prec@top5: 0.3657 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 17:05:58 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 17:06:03 - mmengine - INFO - Epoch(train) [7][1360/1441] lr: 2.0000e-01 eta: 4:55:21 time: 0.9070 data_time: 0.0265 memory: 23477 grad_norm: 0.1050 recall@thr=0.5: 0.6395 prec@thr=0.5: 0.8114 recall@top3: 0.7579 prec@top3: 0.6667 recall@top5: 0.9193 prec@top5: 0.5000 loss_action_cls: 0.0435 loss: 0.0435 2022/08/07 17:06:21 - mmengine - INFO - Epoch(train) [7][1380/1441] lr: 2.0000e-01 eta: 4:55:00 time: 0.9054 data_time: 0.0234 memory: 23477 grad_norm: 0.1056 recall@thr=0.5: 0.4893 prec@thr=0.5: 0.5769 recall@top3: 0.6496 prec@top3: 0.5299 recall@top5: 0.8248 prec@top5: 0.4000 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 17:06:40 - mmengine - INFO - Epoch(train) [7][1400/1441] lr: 2.0000e-01 eta: 4:54:40 time: 0.9105 data_time: 0.0275 memory: 23477 grad_norm: 0.0982 recall@thr=0.5: 0.5449 prec@thr=0.5: 0.6667 recall@top3: 0.7863 prec@top3: 0.6068 recall@top5: 0.9594 prec@top5: 0.4564 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 17:06:58 - mmengine - INFO - Epoch(train) [7][1420/1441] lr: 2.0000e-01 eta: 4:54:20 time: 0.9074 data_time: 0.0247 memory: 23477 grad_norm: 0.1052 recall@thr=0.5: 0.6188 prec@thr=0.5: 0.7222 recall@top3: 0.7778 prec@top3: 0.6420 recall@top5: 0.9043 prec@top5: 0.4481 loss_action_cls: 0.0452 loss: 0.0452 2022/08/07 17:07:15 - mmengine - INFO - Epoch(train) [7][1440/1441] lr: 2.0000e-01 eta: 4:54:00 time: 0.8898 data_time: 0.0238 memory: 23477 grad_norm: 0.1041 recall@thr=0.5: 0.8391 prec@thr=0.5: 0.7791 recall@top3: 0.8314 prec@top3: 0.6434 recall@top5: 0.9535 prec@top5: 0.4419 loss_action_cls: 0.0426 loss: 0.0426 2022/08/07 17:07:16 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 17:07:16 - mmengine - INFO - Epoch(train) [7][1441/1441] lr: 2.0000e-01 eta: 4:54:00 time: 0.8481 data_time: 0.0232 memory: 12197 grad_norm: 0.1080 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.7130 recall@top3: 0.7963 prec@top3: 0.5556 recall@top5: 0.8889 prec@top5: 0.3889 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 17:07:16 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/08/07 17:07:23 - mmengine - INFO - Epoch(val) [7][20/6282] eta: 0:05:24 time: 0.0518 data_time: 0.0048 memory: 1084 2022/08/07 17:07:24 - mmengine - INFO - Epoch(val) [7][40/6282] eta: 0:04:39 time: 0.0448 data_time: 0.0017 memory: 1084 2022/08/07 17:07:25 - mmengine - INFO - Epoch(val) [7][60/6282] eta: 0:04:47 time: 0.0462 data_time: 0.0017 memory: 1084 2022/08/07 17:07:26 - mmengine - INFO - Epoch(val) [7][80/6282] eta: 0:04:43 time: 0.0457 data_time: 0.0019 memory: 1084 2022/08/07 17:07:27 - mmengine - INFO - Epoch(val) [7][100/6282] eta: 0:04:33 time: 0.0443 data_time: 0.0017 memory: 1084 2022/08/07 17:07:28 - mmengine - INFO - Epoch(val) [7][120/6282] eta: 0:05:36 time: 0.0547 data_time: 0.0021 memory: 1155 2022/08/07 17:07:29 - mmengine - INFO - Epoch(val) [7][140/6282] eta: 0:06:03 time: 0.0593 data_time: 0.0020 memory: 1155 2022/08/07 17:07:30 - mmengine - INFO - Epoch(val) [7][160/6282] eta: 0:06:14 time: 0.0611 data_time: 0.0020 memory: 1155 2022/08/07 17:07:31 - mmengine - INFO - Epoch(val) [7][180/6282] eta: 0:06:08 time: 0.0605 data_time: 0.0020 memory: 1155 2022/08/07 17:07:32 - mmengine - INFO - Epoch(val) [7][200/6282] eta: 0:05:45 time: 0.0568 data_time: 0.0019 memory: 1155 2022/08/07 17:07:33 - mmengine - INFO - Epoch(val) [7][220/6282] eta: 0:05:05 time: 0.0505 data_time: 0.0019 memory: 1097 2022/08/07 17:07:34 - mmengine - INFO - Epoch(val) [7][240/6282] eta: 0:05:04 time: 0.0504 data_time: 0.0019 memory: 1097 2022/08/07 17:07:35 - mmengine - INFO - Epoch(val) [7][260/6282] eta: 0:05:02 time: 0.0502 data_time: 0.0018 memory: 1097 2022/08/07 17:07:37 - mmengine - INFO - Epoch(val) [7][280/6282] eta: 0:07:54 time: 0.0791 data_time: 0.0024 memory: 1097 2022/08/07 17:07:38 - mmengine - INFO - Epoch(val) [7][300/6282] eta: 0:05:11 time: 0.0521 data_time: 0.0022 memory: 1155 2022/08/07 17:07:39 - mmengine - INFO - Epoch(val) [7][320/6282] eta: 0:05:35 time: 0.0563 data_time: 0.0018 memory: 1155 2022/08/07 17:07:40 - mmengine - INFO - Epoch(val) [7][340/6282] eta: 0:05:51 time: 0.0592 data_time: 0.0018 memory: 1155 2022/08/07 17:07:42 - mmengine - INFO - Epoch(val) [7][360/6282] eta: 0:05:42 time: 0.0578 data_time: 0.0018 memory: 1155 2022/08/07 17:07:43 - mmengine - INFO - Epoch(val) [7][380/6282] eta: 0:05:32 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 17:07:44 - mmengine - INFO - Epoch(val) [7][400/6282] eta: 0:05:08 time: 0.0525 data_time: 0.0017 memory: 1155 2022/08/07 17:07:45 - mmengine - INFO - Epoch(val) [7][420/6282] eta: 0:04:33 time: 0.0467 data_time: 0.0017 memory: 1101 2022/08/07 17:07:46 - mmengine - INFO - Epoch(val) [7][440/6282] eta: 0:04:34 time: 0.0471 data_time: 0.0017 memory: 1101 2022/08/07 17:07:47 - mmengine - INFO - Epoch(val) [7][460/6282] eta: 0:04:50 time: 0.0499 data_time: 0.0022 memory: 1101 2022/08/07 17:07:48 - mmengine - INFO - Epoch(val) [7][480/6282] eta: 0:04:44 time: 0.0490 data_time: 0.0023 memory: 1101 2022/08/07 17:07:49 - mmengine - INFO - Epoch(val) [7][500/6282] eta: 0:04:27 time: 0.0462 data_time: 0.0017 memory: 1101 2022/08/07 17:07:49 - mmengine - INFO - Epoch(val) [7][520/6282] eta: 0:04:34 time: 0.0476 data_time: 0.0019 memory: 1097 2022/08/07 17:07:50 - mmengine - INFO - Epoch(val) [7][540/6282] eta: 0:04:27 time: 0.0467 data_time: 0.0019 memory: 1097 2022/08/07 17:07:51 - mmengine - INFO - Epoch(val) [7][560/6282] eta: 0:04:32 time: 0.0476 data_time: 0.0020 memory: 1097 2022/08/07 17:07:52 - mmengine - INFO - Epoch(val) [7][580/6282] eta: 0:04:21 time: 0.0458 data_time: 0.0017 memory: 1097 2022/08/07 17:07:53 - mmengine - INFO - Epoch(val) [7][600/6282] eta: 0:05:24 time: 0.0571 data_time: 0.0034 memory: 1097 2022/08/07 17:07:55 - mmengine - INFO - Epoch(val) [7][620/6282] eta: 0:05:01 time: 0.0533 data_time: 0.0028 memory: 1097 2022/08/07 17:07:56 - mmengine - INFO - Epoch(val) [7][640/6282] eta: 0:04:50 time: 0.0515 data_time: 0.0021 memory: 1094 2022/08/07 17:07:57 - mmengine - INFO - Epoch(val) [7][660/6282] eta: 0:07:33 time: 0.0806 data_time: 0.0026 memory: 1094 2022/08/07 17:07:58 - mmengine - INFO - Epoch(val) [7][680/6282] eta: 0:05:01 time: 0.0538 data_time: 0.0035 memory: 1094 2022/08/07 17:07:59 - mmengine - INFO - Epoch(val) [7][700/6282] eta: 0:04:55 time: 0.0530 data_time: 0.0028 memory: 1094 2022/08/07 17:08:00 - mmengine - INFO - Epoch(val) [7][720/6282] eta: 0:05:09 time: 0.0556 data_time: 0.0019 memory: 1155 2022/08/07 17:08:02 - mmengine - INFO - Epoch(val) [7][740/6282] eta: 0:05:20 time: 0.0579 data_time: 0.0017 memory: 1155 2022/08/07 17:08:03 - mmengine - INFO - Epoch(val) [7][760/6282] eta: 0:05:26 time: 0.0592 data_time: 0.0019 memory: 1155 2022/08/07 17:08:04 - mmengine - INFO - Epoch(val) [7][780/6282] eta: 0:05:32 time: 0.0604 data_time: 0.0021 memory: 1155 2022/08/07 17:08:05 - mmengine - INFO - Epoch(val) [7][800/6282] eta: 0:05:20 time: 0.0585 data_time: 0.0018 memory: 1155 2022/08/07 17:08:06 - mmengine - INFO - Epoch(val) [7][820/6282] eta: 0:04:51 time: 0.0534 data_time: 0.0021 memory: 1155 2022/08/07 17:08:07 - mmengine - INFO - Epoch(val) [7][840/6282] eta: 0:04:33 time: 0.0503 data_time: 0.0021 memory: 1097 2022/08/07 17:08:08 - mmengine - INFO - Epoch(val) [7][860/6282] eta: 0:04:15 time: 0.0472 data_time: 0.0017 memory: 1097 2022/08/07 17:08:09 - mmengine - INFO - Epoch(val) [7][880/6282] eta: 0:04:27 time: 0.0495 data_time: 0.0028 memory: 1097 2022/08/07 17:08:10 - mmengine - INFO - Epoch(val) [7][900/6282] eta: 0:04:23 time: 0.0489 data_time: 0.0018 memory: 1097 2022/08/07 17:08:11 - mmengine - INFO - Epoch(val) [7][920/6282] eta: 0:04:16 time: 0.0479 data_time: 0.0017 memory: 1097 2022/08/07 17:08:12 - mmengine - INFO - Epoch(val) [7][940/6282] eta: 0:04:00 time: 0.0450 data_time: 0.0019 memory: 1084 2022/08/07 17:08:13 - mmengine - INFO - Epoch(val) [7][960/6282] eta: 0:04:05 time: 0.0461 data_time: 0.0021 memory: 1084 2022/08/07 17:08:14 - mmengine - INFO - Epoch(val) [7][980/6282] eta: 0:04:06 time: 0.0466 data_time: 0.0026 memory: 1084 2022/08/07 17:08:15 - mmengine - INFO - Epoch(val) [7][1000/6282] eta: 0:04:00 time: 0.0455 data_time: 0.0019 memory: 1084 2022/08/07 17:08:16 - mmengine - INFO - Epoch(val) [7][1020/6282] eta: 0:04:01 time: 0.0459 data_time: 0.0020 memory: 1097 2022/08/07 17:08:17 - mmengine - INFO - Epoch(val) [7][1040/6282] eta: 0:04:17 time: 0.0491 data_time: 0.0019 memory: 1097 2022/08/07 17:08:18 - mmengine - INFO - Epoch(val) [7][1060/6282] eta: 0:04:11 time: 0.0482 data_time: 0.0018 memory: 1097 2022/08/07 17:08:19 - mmengine - INFO - Epoch(val) [7][1080/6282] eta: 0:04:04 time: 0.0470 data_time: 0.0017 memory: 1097 2022/08/07 17:08:20 - mmengine - INFO - Epoch(val) [7][1100/6282] eta: 0:04:02 time: 0.0469 data_time: 0.0017 memory: 1097 2022/08/07 17:08:21 - mmengine - INFO - Epoch(val) [7][1120/6282] eta: 0:04:48 time: 0.0558 data_time: 0.0034 memory: 1097 2022/08/07 17:08:22 - mmengine - INFO - Epoch(val) [7][1140/6282] eta: 0:04:41 time: 0.0547 data_time: 0.0026 memory: 1097 2022/08/07 17:08:23 - mmengine - INFO - Epoch(val) [7][1160/6282] eta: 0:04:35 time: 0.0537 data_time: 0.0022 memory: 1097 2022/08/07 17:08:24 - mmengine - INFO - Epoch(val) [7][1180/6282] eta: 0:04:36 time: 0.0543 data_time: 0.0022 memory: 1097 2022/08/07 17:08:25 - mmengine - INFO - Epoch(val) [7][1200/6282] eta: 0:04:35 time: 0.0542 data_time: 0.0028 memory: 1097 2022/08/07 17:08:26 - mmengine - INFO - Epoch(val) [7][1220/6282] eta: 0:04:31 time: 0.0536 data_time: 0.0026 memory: 1097 2022/08/07 17:08:28 - mmengine - INFO - Epoch(val) [7][1240/6282] eta: 0:07:08 time: 0.0849 data_time: 0.0028 memory: 1155 2022/08/07 17:08:29 - mmengine - INFO - Epoch(val) [7][1260/6282] eta: 0:05:12 time: 0.0623 data_time: 0.0022 memory: 1155 2022/08/07 17:08:30 - mmengine - INFO - Epoch(val) [7][1280/6282] eta: 0:05:14 time: 0.0629 data_time: 0.0036 memory: 1155 2022/08/07 17:08:32 - mmengine - INFO - Epoch(val) [7][1300/6282] eta: 0:05:18 time: 0.0639 data_time: 0.0030 memory: 1155 2022/08/07 17:08:33 - mmengine - INFO - Epoch(val) [7][1320/6282] eta: 0:05:13 time: 0.0631 data_time: 0.0024 memory: 1155 2022/08/07 17:08:34 - mmengine - INFO - Epoch(val) [7][1340/6282] eta: 0:04:33 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 17:08:35 - mmengine - INFO - Epoch(val) [7][1360/6282] eta: 0:04:37 time: 0.0563 data_time: 0.0018 memory: 1155 2022/08/07 17:08:36 - mmengine - INFO - Epoch(val) [7][1380/6282] eta: 0:04:46 time: 0.0584 data_time: 0.0027 memory: 1155 2022/08/07 17:08:37 - mmengine - INFO - Epoch(val) [7][1400/6282] eta: 0:04:34 time: 0.0562 data_time: 0.0022 memory: 1155 2022/08/07 17:08:39 - mmengine - INFO - Epoch(val) [7][1420/6282] eta: 0:04:31 time: 0.0558 data_time: 0.0019 memory: 1155 2022/08/07 17:08:40 - mmengine - INFO - Epoch(val) [7][1440/6282] eta: 0:04:36 time: 0.0570 data_time: 0.0018 memory: 1155 2022/08/07 17:08:41 - mmengine - INFO - Epoch(val) [7][1460/6282] eta: 0:04:35 time: 0.0570 data_time: 0.0019 memory: 1155 2022/08/07 17:08:42 - mmengine - INFO - Epoch(val) [7][1480/6282] eta: 0:04:35 time: 0.0573 data_time: 0.0018 memory: 1155 2022/08/07 17:08:43 - mmengine - INFO - Epoch(val) [7][1500/6282] eta: 0:04:35 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 17:08:44 - mmengine - INFO - Epoch(val) [7][1520/6282] eta: 0:04:34 time: 0.0577 data_time: 0.0018 memory: 1242 2022/08/07 17:08:46 - mmengine - INFO - Epoch(val) [7][1540/6282] eta: 0:05:12 time: 0.0659 data_time: 0.0018 memory: 1242 2022/08/07 17:08:47 - mmengine - INFO - Epoch(val) [7][1560/6282] eta: 0:07:08 time: 0.0907 data_time: 0.0024 memory: 1242 2022/08/07 17:08:49 - mmengine - INFO - Epoch(val) [7][1580/6282] eta: 0:05:36 time: 0.0716 data_time: 0.0020 memory: 1242 2022/08/07 17:08:50 - mmengine - INFO - Epoch(val) [7][1600/6282] eta: 0:05:29 time: 0.0704 data_time: 0.0020 memory: 1242 2022/08/07 17:08:52 - mmengine - INFO - Epoch(val) [7][1620/6282] eta: 0:05:28 time: 0.0705 data_time: 0.0020 memory: 1242 2022/08/07 17:08:53 - mmengine - INFO - Epoch(val) [7][1640/6282] eta: 0:04:16 time: 0.0552 data_time: 0.0017 memory: 1155 2022/08/07 17:08:54 - mmengine - INFO - Epoch(val) [7][1660/6282] eta: 0:04:13 time: 0.0549 data_time: 0.0019 memory: 1155 2022/08/07 17:08:55 - mmengine - INFO - Epoch(val) [7][1680/6282] eta: 0:04:13 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 17:08:56 - mmengine - INFO - Epoch(val) [7][1700/6282] eta: 0:04:09 time: 0.0544 data_time: 0.0018 memory: 1155 2022/08/07 17:08:57 - mmengine - INFO - Epoch(val) [7][1720/6282] eta: 0:04:16 time: 0.0562 data_time: 0.0018 memory: 1155 2022/08/07 17:08:58 - mmengine - INFO - Epoch(val) [7][1740/6282] eta: 0:04:34 time: 0.0605 data_time: 0.0021 memory: 1155 2022/08/07 17:09:00 - mmengine - INFO - Epoch(val) [7][1760/6282] eta: 0:04:27 time: 0.0592 data_time: 0.0023 memory: 1155 2022/08/07 17:09:01 - mmengine - INFO - Epoch(val) [7][1780/6282] eta: 0:04:29 time: 0.0599 data_time: 0.0030 memory: 1155 2022/08/07 17:09:02 - mmengine - INFO - Epoch(val) [7][1800/6282] eta: 0:04:39 time: 0.0624 data_time: 0.0026 memory: 1155 2022/08/07 17:09:03 - mmengine - INFO - Epoch(val) [7][1820/6282] eta: 0:04:24 time: 0.0593 data_time: 0.0021 memory: 1155 2022/08/07 17:09:04 - mmengine - INFO - Epoch(val) [7][1840/6282] eta: 0:04:08 time: 0.0560 data_time: 0.0018 memory: 1155 2022/08/07 17:09:06 - mmengine - INFO - Epoch(val) [7][1860/6282] eta: 0:04:15 time: 0.0577 data_time: 0.0019 memory: 1155 2022/08/07 17:09:07 - mmengine - INFO - Epoch(val) [7][1880/6282] eta: 0:06:14 time: 0.0850 data_time: 0.0024 memory: 1155 2022/08/07 17:09:08 - mmengine - INFO - Epoch(val) [7][1900/6282] eta: 0:04:12 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 17:09:10 - mmengine - INFO - Epoch(val) [7][1920/6282] eta: 0:04:11 time: 0.0577 data_time: 0.0019 memory: 1155 2022/08/07 17:09:11 - mmengine - INFO - Epoch(val) [7][1940/6282] eta: 0:04:09 time: 0.0575 data_time: 0.0019 memory: 1155 2022/08/07 17:09:12 - mmengine - INFO - Epoch(val) [7][1960/6282] eta: 0:03:30 time: 0.0487 data_time: 0.0020 memory: 1101 2022/08/07 17:09:13 - mmengine - INFO - Epoch(val) [7][1980/6282] eta: 0:03:22 time: 0.0471 data_time: 0.0017 memory: 1101 2022/08/07 17:09:14 - mmengine - INFO - Epoch(val) [7][2000/6282] eta: 0:03:32 time: 0.0496 data_time: 0.0019 memory: 1101 2022/08/07 17:09:15 - mmengine - INFO - Epoch(val) [7][2020/6282] eta: 0:03:25 time: 0.0482 data_time: 0.0020 memory: 1101 2022/08/07 17:09:16 - mmengine - INFO - Epoch(val) [7][2040/6282] eta: 0:03:19 time: 0.0470 data_time: 0.0016 memory: 1101 2022/08/07 17:09:17 - mmengine - INFO - Epoch(val) [7][2060/6282] eta: 0:03:46 time: 0.0537 data_time: 0.0020 memory: 1101 2022/08/07 17:09:18 - mmengine - INFO - Epoch(val) [7][2080/6282] eta: 0:03:26 time: 0.0490 data_time: 0.0031 memory: 1101 2022/08/07 17:09:19 - mmengine - INFO - Epoch(val) [7][2100/6282] eta: 0:03:23 time: 0.0487 data_time: 0.0027 memory: 1101 2022/08/07 17:09:20 - mmengine - INFO - Epoch(val) [7][2120/6282] eta: 0:03:20 time: 0.0482 data_time: 0.0021 memory: 1101 2022/08/07 17:09:21 - mmengine - INFO - Epoch(val) [7][2140/6282] eta: 0:03:27 time: 0.0501 data_time: 0.0031 memory: 1101 2022/08/07 17:09:22 - mmengine - INFO - Epoch(val) [7][2160/6282] eta: 0:03:13 time: 0.0469 data_time: 0.0018 memory: 1097 2022/08/07 17:09:22 - mmengine - INFO - Epoch(val) [7][2180/6282] eta: 0:03:16 time: 0.0479 data_time: 0.0017 memory: 1097 2022/08/07 17:09:23 - mmengine - INFO - Epoch(val) [7][2200/6282] eta: 0:03:11 time: 0.0468 data_time: 0.0016 memory: 1097 2022/08/07 17:09:24 - mmengine - INFO - Epoch(val) [7][2220/6282] eta: 0:03:09 time: 0.0466 data_time: 0.0019 memory: 1097 2022/08/07 17:09:25 - mmengine - INFO - Epoch(val) [7][2240/6282] eta: 0:03:07 time: 0.0464 data_time: 0.0017 memory: 1097 2022/08/07 17:09:27 - mmengine - INFO - Epoch(val) [7][2260/6282] eta: 0:04:53 time: 0.0729 data_time: 0.0019 memory: 1101 2022/08/07 17:09:28 - mmengine - INFO - Epoch(val) [7][2280/6282] eta: 0:03:29 time: 0.0523 data_time: 0.0031 memory: 1101 2022/08/07 17:09:29 - mmengine - INFO - Epoch(val) [7][2300/6282] eta: 0:03:10 time: 0.0478 data_time: 0.0024 memory: 1101 2022/08/07 17:09:30 - mmengine - INFO - Epoch(val) [7][2320/6282] eta: 0:03:13 time: 0.0488 data_time: 0.0020 memory: 1101 2022/08/07 17:09:31 - mmengine - INFO - Epoch(val) [7][2340/6282] eta: 0:03:21 time: 0.0512 data_time: 0.0021 memory: 1101 2022/08/07 17:09:32 - mmengine - INFO - Epoch(val) [7][2360/6282] eta: 0:03:18 time: 0.0506 data_time: 0.0022 memory: 1097 2022/08/07 17:09:33 - mmengine - INFO - Epoch(val) [7][2380/6282] eta: 0:03:16 time: 0.0502 data_time: 0.0019 memory: 1097 2022/08/07 17:09:34 - mmengine - INFO - Epoch(val) [7][2400/6282] eta: 0:03:14 time: 0.0501 data_time: 0.0018 memory: 1097 2022/08/07 17:09:35 - mmengine - INFO - Epoch(val) [7][2420/6282] eta: 0:03:14 time: 0.0504 data_time: 0.0018 memory: 1097 2022/08/07 17:09:36 - mmengine - INFO - Epoch(val) [7][2440/6282] eta: 0:03:31 time: 0.0550 data_time: 0.0028 memory: 1097 2022/08/07 17:09:37 - mmengine - INFO - Epoch(val) [7][2460/6282] eta: 0:03:59 time: 0.0628 data_time: 0.0028 memory: 1155 2022/08/07 17:09:38 - mmengine - INFO - Epoch(val) [7][2480/6282] eta: 0:03:48 time: 0.0602 data_time: 0.0024 memory: 1155 2022/08/07 17:09:40 - mmengine - INFO - Epoch(val) [7][2500/6282] eta: 0:03:49 time: 0.0608 data_time: 0.0024 memory: 1155 2022/08/07 17:09:41 - mmengine - INFO - Epoch(val) [7][2520/6282] eta: 0:03:48 time: 0.0608 data_time: 0.0026 memory: 1155 2022/08/07 17:09:42 - mmengine - INFO - Epoch(val) [7][2540/6282] eta: 0:03:41 time: 0.0591 data_time: 0.0021 memory: 1155 2022/08/07 17:09:43 - mmengine - INFO - Epoch(val) [7][2560/6282] eta: 0:03:40 time: 0.0593 data_time: 0.0019 memory: 1155 2022/08/07 17:09:44 - mmengine - INFO - Epoch(val) [7][2580/6282] eta: 0:03:37 time: 0.0589 data_time: 0.0019 memory: 1155 2022/08/07 17:09:46 - mmengine - INFO - Epoch(val) [7][2600/6282] eta: 0:03:34 time: 0.0583 data_time: 0.0022 memory: 1155 2022/08/07 17:09:47 - mmengine - INFO - Epoch(val) [7][2620/6282] eta: 0:05:09 time: 0.0844 data_time: 0.0025 memory: 1155 2022/08/07 17:09:48 - mmengine - INFO - Epoch(val) [7][2640/6282] eta: 0:03:30 time: 0.0579 data_time: 0.0022 memory: 1155 2022/08/07 17:09:50 - mmengine - INFO - Epoch(val) [7][2660/6282] eta: 0:04:09 time: 0.0690 data_time: 0.0025 memory: 1234 2022/08/07 17:09:51 - mmengine - INFO - Epoch(val) [7][2680/6282] eta: 0:04:17 time: 0.0716 data_time: 0.0023 memory: 1234 2022/08/07 17:09:53 - mmengine - INFO - Epoch(val) [7][2700/6282] eta: 0:04:22 time: 0.0732 data_time: 0.0023 memory: 1234 2022/08/07 17:09:54 - mmengine - INFO - Epoch(val) [7][2720/6282] eta: 0:04:16 time: 0.0719 data_time: 0.0024 memory: 1234 2022/08/07 17:09:56 - mmengine - INFO - Epoch(val) [7][2740/6282] eta: 0:04:05 time: 0.0694 data_time: 0.0023 memory: 1234 2022/08/07 17:09:57 - mmengine - INFO - Epoch(val) [7][2760/6282] eta: 0:02:57 time: 0.0504 data_time: 0.0020 memory: 1101 2022/08/07 17:09:58 - mmengine - INFO - Epoch(val) [7][2780/6282] eta: 0:02:53 time: 0.0494 data_time: 0.0020 memory: 1101 2022/08/07 17:09:59 - mmengine - INFO - Epoch(val) [7][2800/6282] eta: 0:02:52 time: 0.0496 data_time: 0.0017 memory: 1101 2022/08/07 17:09:59 - mmengine - INFO - Epoch(val) [7][2820/6282] eta: 0:02:45 time: 0.0479 data_time: 0.0019 memory: 1101 2022/08/07 17:10:00 - mmengine - INFO - Epoch(val) [7][2840/6282] eta: 0:02:46 time: 0.0484 data_time: 0.0021 memory: 1101 2022/08/07 17:10:02 - mmengine - INFO - Epoch(val) [7][2860/6282] eta: 0:03:25 time: 0.0602 data_time: 0.0020 memory: 1155 2022/08/07 17:10:03 - mmengine - INFO - Epoch(val) [7][2880/6282] eta: 0:03:20 time: 0.0590 data_time: 0.0019 memory: 1155 2022/08/07 17:10:04 - mmengine - INFO - Epoch(val) [7][2900/6282] eta: 0:03:06 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 17:10:05 - mmengine - INFO - Epoch(val) [7][2920/6282] eta: 0:02:49 time: 0.0506 data_time: 0.0017 memory: 1155 2022/08/07 17:10:06 - mmengine - INFO - Epoch(val) [7][2940/6282] eta: 0:02:47 time: 0.0501 data_time: 0.0019 memory: 1125 2022/08/07 17:10:07 - mmengine - INFO - Epoch(val) [7][2960/6282] eta: 0:02:55 time: 0.0529 data_time: 0.0026 memory: 1125 2022/08/07 17:10:08 - mmengine - INFO - Epoch(val) [7][2980/6282] eta: 0:02:44 time: 0.0498 data_time: 0.0019 memory: 1125 2022/08/07 17:10:09 - mmengine - INFO - Epoch(val) [7][3000/6282] eta: 0:02:41 time: 0.0493 data_time: 0.0018 memory: 1125 2022/08/07 17:10:10 - mmengine - INFO - Epoch(val) [7][3020/6282] eta: 0:03:27 time: 0.0637 data_time: 0.0029 memory: 1155 2022/08/07 17:10:12 - mmengine - INFO - Epoch(val) [7][3040/6282] eta: 0:03:19 time: 0.0615 data_time: 0.0022 memory: 1155 2022/08/07 17:10:13 - mmengine - INFO - Epoch(val) [7][3060/6282] eta: 0:03:09 time: 0.0587 data_time: 0.0018 memory: 1155 2022/08/07 17:10:14 - mmengine - INFO - Epoch(val) [7][3080/6282] eta: 0:03:05 time: 0.0578 data_time: 0.0025 memory: 1155 2022/08/07 17:10:15 - mmengine - INFO - Epoch(val) [7][3100/6282] eta: 0:02:50 time: 0.0535 data_time: 0.0019 memory: 1155 2022/08/07 17:10:16 - mmengine - INFO - Epoch(val) [7][3120/6282] eta: 0:02:34 time: 0.0487 data_time: 0.0018 memory: 1101 2022/08/07 17:10:18 - mmengine - INFO - Epoch(val) [7][3140/6282] eta: 0:04:13 time: 0.0808 data_time: 0.0024 memory: 1101 2022/08/07 17:10:19 - mmengine - INFO - Epoch(val) [7][3160/6282] eta: 0:02:28 time: 0.0474 data_time: 0.0017 memory: 1101 2022/08/07 17:10:19 - mmengine - INFO - Epoch(val) [7][3180/6282] eta: 0:02:26 time: 0.0471 data_time: 0.0016 memory: 1101 2022/08/07 17:10:21 - mmengine - INFO - Epoch(val) [7][3200/6282] eta: 0:02:43 time: 0.0532 data_time: 0.0017 memory: 1155 2022/08/07 17:10:22 - mmengine - INFO - Epoch(val) [7][3220/6282] eta: 0:02:50 time: 0.0555 data_time: 0.0017 memory: 1155 2022/08/07 17:10:23 - mmengine - INFO - Epoch(val) [7][3240/6282] eta: 0:02:48 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 17:10:24 - mmengine - INFO - Epoch(val) [7][3260/6282] eta: 0:02:46 time: 0.0552 data_time: 0.0017 memory: 1155 2022/08/07 17:10:25 - mmengine - INFO - Epoch(val) [7][3280/6282] eta: 0:02:48 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 17:10:26 - mmengine - INFO - Epoch(val) [7][3300/6282] eta: 0:02:59 time: 0.0600 data_time: 0.0020 memory: 1155 2022/08/07 17:10:27 - mmengine - INFO - Epoch(val) [7][3320/6282] eta: 0:02:56 time: 0.0596 data_time: 0.0021 memory: 1155 2022/08/07 17:10:29 - mmengine - INFO - Epoch(val) [7][3340/6282] eta: 0:02:52 time: 0.0588 data_time: 0.0020 memory: 1155 2022/08/07 17:10:30 - mmengine - INFO - Epoch(val) [7][3360/6282] eta: 0:02:49 time: 0.0582 data_time: 0.0020 memory: 1155 2022/08/07 17:10:31 - mmengine - INFO - Epoch(val) [7][3380/6282] eta: 0:02:33 time: 0.0530 data_time: 0.0017 memory: 1155 2022/08/07 17:10:32 - mmengine - INFO - Epoch(val) [7][3400/6282] eta: 0:02:15 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 17:10:33 - mmengine - INFO - Epoch(val) [7][3420/6282] eta: 0:02:22 time: 0.0499 data_time: 0.0018 memory: 1097 2022/08/07 17:10:34 - mmengine - INFO - Epoch(val) [7][3440/6282] eta: 0:02:20 time: 0.0493 data_time: 0.0025 memory: 1097 2022/08/07 17:10:35 - mmengine - INFO - Epoch(val) [7][3460/6282] eta: 0:02:14 time: 0.0475 data_time: 0.0018 memory: 1097 2022/08/07 17:10:36 - mmengine - INFO - Epoch(val) [7][3480/6282] eta: 0:02:15 time: 0.0485 data_time: 0.0016 memory: 1097 2022/08/07 17:10:37 - mmengine - INFO - Epoch(val) [7][3500/6282] eta: 0:03:22 time: 0.0727 data_time: 0.0026 memory: 1097 2022/08/07 17:10:38 - mmengine - INFO - Epoch(val) [7][3520/6282] eta: 0:02:13 time: 0.0484 data_time: 0.0018 memory: 1097 2022/08/07 17:10:39 - mmengine - INFO - Epoch(val) [7][3540/6282] eta: 0:02:16 time: 0.0497 data_time: 0.0019 memory: 1097 2022/08/07 17:10:40 - mmengine - INFO - Epoch(val) [7][3560/6282] eta: 0:02:16 time: 0.0502 data_time: 0.0018 memory: 1097 2022/08/07 17:10:41 - mmengine - INFO - Epoch(val) [7][3580/6282] eta: 0:02:18 time: 0.0511 data_time: 0.0020 memory: 1139 2022/08/07 17:10:42 - mmengine - INFO - Epoch(val) [7][3600/6282] eta: 0:02:21 time: 0.0526 data_time: 0.0019 memory: 1139 2022/08/07 17:10:43 - mmengine - INFO - Epoch(val) [7][3620/6282] eta: 0:02:19 time: 0.0523 data_time: 0.0019 memory: 1139 2022/08/07 17:10:44 - mmengine - INFO - Epoch(val) [7][3640/6282] eta: 0:02:17 time: 0.0520 data_time: 0.0021 memory: 1139 2022/08/07 17:10:45 - mmengine - INFO - Epoch(val) [7][3660/6282] eta: 0:02:17 time: 0.0524 data_time: 0.0019 memory: 1139 2022/08/07 17:10:46 - mmengine - INFO - Epoch(val) [7][3680/6282] eta: 0:02:24 time: 0.0553 data_time: 0.0022 memory: 1155 2022/08/07 17:10:48 - mmengine - INFO - Epoch(val) [7][3700/6282] eta: 0:02:24 time: 0.0561 data_time: 0.0020 memory: 1155 2022/08/07 17:10:49 - mmengine - INFO - Epoch(val) [7][3720/6282] eta: 0:02:23 time: 0.0560 data_time: 0.0019 memory: 1155 2022/08/07 17:10:50 - mmengine - INFO - Epoch(val) [7][3740/6282] eta: 0:02:23 time: 0.0563 data_time: 0.0020 memory: 1155 2022/08/07 17:10:51 - mmengine - INFO - Epoch(val) [7][3760/6282] eta: 0:02:22 time: 0.0567 data_time: 0.0019 memory: 1155 2022/08/07 17:10:52 - mmengine - INFO - Epoch(val) [7][3780/6282] eta: 0:02:21 time: 0.0567 data_time: 0.0020 memory: 1155 2022/08/07 17:10:53 - mmengine - INFO - Epoch(val) [7][3800/6282] eta: 0:02:18 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 17:10:54 - mmengine - INFO - Epoch(val) [7][3820/6282] eta: 0:02:18 time: 0.0562 data_time: 0.0018 memory: 1155 2022/08/07 17:10:55 - mmengine - INFO - Epoch(val) [7][3840/6282] eta: 0:02:15 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 17:10:57 - mmengine - INFO - Epoch(val) [7][3860/6282] eta: 0:03:22 time: 0.0835 data_time: 0.0027 memory: 1155 2022/08/07 17:10:58 - mmengine - INFO - Epoch(val) [7][3880/6282] eta: 0:02:13 time: 0.0557 data_time: 0.0020 memory: 1155 2022/08/07 17:10:59 - mmengine - INFO - Epoch(val) [7][3900/6282] eta: 0:02:11 time: 0.0551 data_time: 0.0017 memory: 1155 2022/08/07 17:11:00 - mmengine - INFO - Epoch(val) [7][3920/6282] eta: 0:02:15 time: 0.0575 data_time: 0.0021 memory: 1155 2022/08/07 17:11:02 - mmengine - INFO - Epoch(val) [7][3940/6282] eta: 0:02:13 time: 0.0568 data_time: 0.0018 memory: 1155 2022/08/07 17:11:03 - mmengine - INFO - Epoch(val) [7][3960/6282] eta: 0:02:10 time: 0.0562 data_time: 0.0018 memory: 1155 2022/08/07 17:11:04 - mmengine - INFO - Epoch(val) [7][3980/6282] eta: 0:02:10 time: 0.0568 data_time: 0.0017 memory: 1155 2022/08/07 17:11:05 - mmengine - INFO - Epoch(val) [7][4000/6282] eta: 0:02:09 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 17:11:06 - mmengine - INFO - Epoch(val) [7][4020/6282] eta: 0:02:09 time: 0.0573 data_time: 0.0020 memory: 1155 2022/08/07 17:11:07 - mmengine - INFO - Epoch(val) [7][4040/6282] eta: 0:02:24 time: 0.0644 data_time: 0.0022 memory: 1234 2022/08/07 17:11:09 - mmengine - INFO - Epoch(val) [7][4060/6282] eta: 0:02:41 time: 0.0728 data_time: 0.0023 memory: 1234 2022/08/07 17:11:10 - mmengine - INFO - Epoch(val) [7][4080/6282] eta: 0:02:36 time: 0.0711 data_time: 0.0023 memory: 1234 2022/08/07 17:11:12 - mmengine - INFO - Epoch(val) [7][4100/6282] eta: 0:02:37 time: 0.0723 data_time: 0.0031 memory: 1234 2022/08/07 17:11:13 - mmengine - INFO - Epoch(val) [7][4120/6282] eta: 0:02:39 time: 0.0736 data_time: 0.0026 memory: 1234 2022/08/07 17:11:15 - mmengine - INFO - Epoch(val) [7][4140/6282] eta: 0:02:15 time: 0.0634 data_time: 0.0024 memory: 1234 2022/08/07 17:11:16 - mmengine - INFO - Epoch(val) [7][4160/6282] eta: 0:01:40 time: 0.0473 data_time: 0.0018 memory: 1097 2022/08/07 17:11:17 - mmengine - INFO - Epoch(val) [7][4180/6282] eta: 0:02:36 time: 0.0743 data_time: 0.0019 memory: 1097 2022/08/07 17:11:18 - mmengine - INFO - Epoch(val) [7][4200/6282] eta: 0:01:42 time: 0.0490 data_time: 0.0019 memory: 1097 2022/08/07 17:11:19 - mmengine - INFO - Epoch(val) [7][4220/6282] eta: 0:01:39 time: 0.0485 data_time: 0.0017 memory: 1097 2022/08/07 17:11:20 - mmengine - INFO - Epoch(val) [7][4240/6282] eta: 0:01:38 time: 0.0483 data_time: 0.0017 memory: 1097 2022/08/07 17:11:21 - mmengine - INFO - Epoch(val) [7][4260/6282] eta: 0:01:36 time: 0.0480 data_time: 0.0018 memory: 1096 2022/08/07 17:11:22 - mmengine - INFO - Epoch(val) [7][4280/6282] eta: 0:01:36 time: 0.0483 data_time: 0.0019 memory: 1096 2022/08/07 17:11:23 - mmengine - INFO - Epoch(val) [7][4300/6282] eta: 0:01:34 time: 0.0478 data_time: 0.0017 memory: 1096 2022/08/07 17:11:24 - mmengine - INFO - Epoch(val) [7][4320/6282] eta: 0:01:33 time: 0.0476 data_time: 0.0017 memory: 1096 2022/08/07 17:11:25 - mmengine - INFO - Epoch(val) [7][4340/6282] eta: 0:01:33 time: 0.0479 data_time: 0.0016 memory: 1096 2022/08/07 17:11:26 - mmengine - INFO - Epoch(val) [7][4360/6282] eta: 0:01:46 time: 0.0556 data_time: 0.0019 memory: 1155 2022/08/07 17:11:27 - mmengine - INFO - Epoch(val) [7][4380/6282] eta: 0:01:47 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 17:11:28 - mmengine - INFO - Epoch(val) [7][4400/6282] eta: 0:01:47 time: 0.0571 data_time: 0.0021 memory: 1155 2022/08/07 17:11:29 - mmengine - INFO - Epoch(val) [7][4420/6282] eta: 0:01:56 time: 0.0624 data_time: 0.0020 memory: 1155 2022/08/07 17:11:31 - mmengine - INFO - Epoch(val) [7][4440/6282] eta: 0:01:48 time: 0.0587 data_time: 0.0018 memory: 1163 2022/08/07 17:11:32 - mmengine - INFO - Epoch(val) [7][4460/6282] eta: 0:01:49 time: 0.0603 data_time: 0.0024 memory: 1163 2022/08/07 17:11:33 - mmengine - INFO - Epoch(val) [7][4480/6282] eta: 0:01:44 time: 0.0581 data_time: 0.0023 memory: 1163 2022/08/07 17:11:34 - mmengine - INFO - Epoch(val) [7][4500/6282] eta: 0:01:39 time: 0.0557 data_time: 0.0016 memory: 1163 2022/08/07 17:11:35 - mmengine - INFO - Epoch(val) [7][4520/6282] eta: 0:01:33 time: 0.0531 data_time: 0.0017 memory: 1163 2022/08/07 17:11:36 - mmengine - INFO - Epoch(val) [7][4540/6282] eta: 0:01:21 time: 0.0470 data_time: 0.0017 memory: 1101 2022/08/07 17:11:38 - mmengine - INFO - Epoch(val) [7][4560/6282] eta: 0:02:08 time: 0.0744 data_time: 0.0028 memory: 1101 2022/08/07 17:11:39 - mmengine - INFO - Epoch(val) [7][4580/6282] eta: 0:01:21 time: 0.0480 data_time: 0.0018 memory: 1101 2022/08/07 17:11:40 - mmengine - INFO - Epoch(val) [7][4600/6282] eta: 0:01:25 time: 0.0509 data_time: 0.0018 memory: 1101 2022/08/07 17:11:41 - mmengine - INFO - Epoch(val) [7][4620/6282] eta: 0:01:19 time: 0.0477 data_time: 0.0019 memory: 1101 2022/08/07 17:11:42 - mmengine - INFO - Epoch(val) [7][4640/6282] eta: 0:01:36 time: 0.0590 data_time: 0.0020 memory: 1163 2022/08/07 17:11:43 - mmengine - INFO - Epoch(val) [7][4660/6282] eta: 0:01:33 time: 0.0575 data_time: 0.0017 memory: 1163 2022/08/07 17:11:44 - mmengine - INFO - Epoch(val) [7][4680/6282] eta: 0:01:31 time: 0.0572 data_time: 0.0019 memory: 1163 2022/08/07 17:11:45 - mmengine - INFO - Epoch(val) [7][4700/6282] eta: 0:01:26 time: 0.0550 data_time: 0.0017 memory: 1163 2022/08/07 17:11:46 - mmengine - INFO - Epoch(val) [7][4720/6282] eta: 0:01:24 time: 0.0542 data_time: 0.0018 memory: 1163 2022/08/07 17:11:47 - mmengine - INFO - Epoch(val) [7][4740/6282] eta: 0:01:18 time: 0.0511 data_time: 0.0021 memory: 1122 2022/08/07 17:11:48 - mmengine - INFO - Epoch(val) [7][4760/6282] eta: 0:01:16 time: 0.0500 data_time: 0.0018 memory: 1122 2022/08/07 17:11:49 - mmengine - INFO - Epoch(val) [7][4780/6282] eta: 0:01:17 time: 0.0513 data_time: 0.0017 memory: 1122 2022/08/07 17:11:50 - mmengine - INFO - Epoch(val) [7][4800/6282] eta: 0:01:14 time: 0.0501 data_time: 0.0019 memory: 1122 2022/08/07 17:11:51 - mmengine - INFO - Epoch(val) [7][4820/6282] eta: 0:01:15 time: 0.0519 data_time: 0.0018 memory: 1155 2022/08/07 17:11:52 - mmengine - INFO - Epoch(val) [7][4840/6282] eta: 0:01:20 time: 0.0555 data_time: 0.0018 memory: 1155 2022/08/07 17:11:54 - mmengine - INFO - Epoch(val) [7][4860/6282] eta: 0:01:18 time: 0.0553 data_time: 0.0017 memory: 1155 2022/08/07 17:11:55 - mmengine - INFO - Epoch(val) [7][4880/6282] eta: 0:01:19 time: 0.0568 data_time: 0.0017 memory: 1155 2022/08/07 17:11:56 - mmengine - INFO - Epoch(val) [7][4900/6282] eta: 0:01:23 time: 0.0601 data_time: 0.0018 memory: 1155 2022/08/07 17:11:57 - mmengine - INFO - Epoch(val) [7][4920/6282] eta: 0:01:45 time: 0.0775 data_time: 0.0021 memory: 1158 2022/08/07 17:11:59 - mmengine - INFO - Epoch(val) [7][4940/6282] eta: 0:01:18 time: 0.0582 data_time: 0.0018 memory: 1158 2022/08/07 17:12:00 - mmengine - INFO - Epoch(val) [7][4960/6282] eta: 0:01:18 time: 0.0594 data_time: 0.0018 memory: 1158 2022/08/07 17:12:01 - mmengine - INFO - Epoch(val) [7][4980/6282] eta: 0:01:18 time: 0.0604 data_time: 0.0022 memory: 1158 2022/08/07 17:12:02 - mmengine - INFO - Epoch(val) [7][5000/6282] eta: 0:01:16 time: 0.0600 data_time: 0.0020 memory: 1158 2022/08/07 17:12:03 - mmengine - INFO - Epoch(val) [7][5020/6282] eta: 0:01:06 time: 0.0531 data_time: 0.0018 memory: 1158 2022/08/07 17:12:04 - mmengine - INFO - Epoch(val) [7][5040/6282] eta: 0:00:57 time: 0.0466 data_time: 0.0017 memory: 1101 2022/08/07 17:12:05 - mmengine - INFO - Epoch(val) [7][5060/6282] eta: 0:00:58 time: 0.0483 data_time: 0.0017 memory: 1101 2022/08/07 17:12:06 - mmengine - INFO - Epoch(val) [7][5080/6282] eta: 0:00:56 time: 0.0469 data_time: 0.0020 memory: 1101 2022/08/07 17:12:07 - mmengine - INFO - Epoch(val) [7][5100/6282] eta: 0:00:58 time: 0.0493 data_time: 0.0026 memory: 1101 2022/08/07 17:12:08 - mmengine - INFO - Epoch(val) [7][5120/6282] eta: 0:00:54 time: 0.0467 data_time: 0.0017 memory: 1101 2022/08/07 17:12:09 - mmengine - INFO - Epoch(val) [7][5140/6282] eta: 0:00:53 time: 0.0469 data_time: 0.0017 memory: 1097 2022/08/07 17:12:10 - mmengine - INFO - Epoch(val) [7][5160/6282] eta: 0:00:51 time: 0.0462 data_time: 0.0017 memory: 1097 2022/08/07 17:12:11 - mmengine - INFO - Epoch(val) [7][5180/6282] eta: 0:00:52 time: 0.0477 data_time: 0.0017 memory: 1097 2022/08/07 17:12:12 - mmengine - INFO - Epoch(val) [7][5200/6282] eta: 0:00:51 time: 0.0472 data_time: 0.0019 memory: 1097 2022/08/07 17:12:13 - mmengine - INFO - Epoch(val) [7][5220/6282] eta: 0:00:49 time: 0.0467 data_time: 0.0018 memory: 1097 2022/08/07 17:12:14 - mmengine - INFO - Epoch(val) [7][5240/6282] eta: 0:00:50 time: 0.0482 data_time: 0.0021 memory: 1096 2022/08/07 17:12:15 - mmengine - INFO - Epoch(val) [7][5260/6282] eta: 0:00:47 time: 0.0467 data_time: 0.0018 memory: 1096 2022/08/07 17:12:16 - mmengine - INFO - Epoch(val) [7][5280/6282] eta: 0:00:47 time: 0.0475 data_time: 0.0023 memory: 1096 2022/08/07 17:12:17 - mmengine - INFO - Epoch(val) [7][5300/6282] eta: 0:01:02 time: 0.0641 data_time: 0.0017 memory: 1096 2022/08/07 17:12:18 - mmengine - INFO - Epoch(val) [7][5320/6282] eta: 0:00:48 time: 0.0504 data_time: 0.0038 memory: 1097 2022/08/07 17:12:19 - mmengine - INFO - Epoch(val) [7][5340/6282] eta: 0:00:44 time: 0.0475 data_time: 0.0017 memory: 1097 2022/08/07 17:12:20 - mmengine - INFO - Epoch(val) [7][5360/6282] eta: 0:00:43 time: 0.0473 data_time: 0.0018 memory: 1097 2022/08/07 17:12:21 - mmengine - INFO - Epoch(val) [7][5380/6282] eta: 0:00:42 time: 0.0475 data_time: 0.0018 memory: 1097 2022/08/07 17:12:22 - mmengine - INFO - Epoch(val) [7][5400/6282] eta: 0:00:43 time: 0.0493 data_time: 0.0018 memory: 1097 2022/08/07 17:12:23 - mmengine - INFO - Epoch(val) [7][5420/6282] eta: 0:00:41 time: 0.0484 data_time: 0.0021 memory: 1097 2022/08/07 17:12:24 - 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Epoch(val) [7][5600/6282] eta: 0:00:33 time: 0.0485 data_time: 0.0019 memory: 1118 2022/08/07 17:12:32 - mmengine - INFO - Epoch(val) [7][5620/6282] eta: 0:00:32 time: 0.0487 data_time: 0.0024 memory: 1118 2022/08/07 17:12:33 - mmengine - INFO - Epoch(val) [7][5640/6282] eta: 0:00:30 time: 0.0468 data_time: 0.0016 memory: 1097 2022/08/07 17:12:34 - mmengine - INFO - Epoch(val) [7][5660/6282] eta: 0:00:30 time: 0.0491 data_time: 0.0018 memory: 1097 2022/08/07 17:12:35 - mmengine - INFO - Epoch(val) [7][5680/6282] eta: 0:00:28 time: 0.0482 data_time: 0.0019 memory: 1097 2022/08/07 17:12:36 - mmengine - INFO - Epoch(val) [7][5700/6282] eta: 0:00:28 time: 0.0482 data_time: 0.0021 memory: 1097 2022/08/07 17:12:38 - mmengine - INFO - Epoch(val) [7][5720/6282] eta: 0:00:41 time: 0.0746 data_time: 0.0033 memory: 1130 2022/08/07 17:12:39 - mmengine - INFO - Epoch(val) [7][5740/6282] eta: 0:00:26 time: 0.0481 data_time: 0.0017 memory: 1130 2022/08/07 17:12:40 - mmengine - INFO - Epoch(val) [7][5760/6282] eta: 0:00:25 time: 0.0480 data_time: 0.0016 memory: 1130 2022/08/07 17:12:41 - mmengine - INFO - Epoch(val) [7][5780/6282] eta: 0:00:23 time: 0.0476 data_time: 0.0017 memory: 1130 2022/08/07 17:12:42 - mmengine - INFO - Epoch(val) [7][5800/6282] eta: 0:00:23 time: 0.0494 data_time: 0.0017 memory: 1130 2022/08/07 17:12:43 - mmengine - INFO - Epoch(val) [7][5820/6282] eta: 0:00:21 time: 0.0472 data_time: 0.0018 memory: 1130 2022/08/07 17:12:44 - mmengine - INFO - Epoch(val) [7][5840/6282] eta: 0:00:21 time: 0.0494 data_time: 0.0017 memory: 1118 2022/08/07 17:12:45 - mmengine - INFO - Epoch(val) [7][5860/6282] eta: 0:00:21 time: 0.0504 data_time: 0.0017 memory: 1118 2022/08/07 17:12:46 - mmengine - INFO - Epoch(val) [7][5880/6282] eta: 0:00:20 time: 0.0504 data_time: 0.0018 memory: 1118 2022/08/07 17:12:47 - mmengine - INFO - Epoch(val) [7][5900/6282] eta: 0:00:18 time: 0.0497 data_time: 0.0018 memory: 1118 2022/08/07 17:12:48 - mmengine - INFO - Epoch(val) [7][5920/6282] eta: 0:00:18 time: 0.0502 data_time: 0.0020 memory: 1118 2022/08/07 17:12:49 - mmengine - INFO - Epoch(val) [7][5940/6282] eta: 0:00:16 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 17:12:50 - mmengine - INFO - Epoch(val) [7][5960/6282] eta: 0:00:16 time: 0.0497 data_time: 0.0018 memory: 1097 2022/08/07 17:12:51 - mmengine - INFO - Epoch(val) [7][5980/6282] eta: 0:00:15 time: 0.0507 data_time: 0.0023 memory: 1097 2022/08/07 17:12:52 - mmengine - INFO - Epoch(val) [7][6000/6282] eta: 0:00:15 time: 0.0548 data_time: 0.0023 memory: 1155 2022/08/07 17:12:53 - mmengine - INFO - Epoch(val) [7][6020/6282] eta: 0:00:14 time: 0.0570 data_time: 0.0022 memory: 1155 2022/08/07 17:12:54 - mmengine - INFO - Epoch(val) [7][6040/6282] eta: 0:00:13 time: 0.0554 data_time: 0.0016 memory: 1155 2022/08/07 17:12:55 - mmengine - INFO - Epoch(val) [7][6060/6282] eta: 0:00:12 time: 0.0546 data_time: 0.0016 memory: 1155 2022/08/07 17:12:56 - mmengine - INFO - Epoch(val) [7][6080/6282] eta: 0:00:11 time: 0.0553 data_time: 0.0019 memory: 1155 2022/08/07 17:12:58 - mmengine - INFO - Epoch(val) [7][6100/6282] eta: 0:00:14 time: 0.0822 data_time: 0.0030 memory: 1155 2022/08/07 17:12:59 - mmengine - INFO - Epoch(val) [7][6120/6282] eta: 0:00:08 time: 0.0555 data_time: 0.0017 memory: 1155 2022/08/07 17:13:00 - mmengine - INFO - Epoch(val) [7][6140/6282] eta: 0:00:07 time: 0.0548 data_time: 0.0016 memory: 1155 2022/08/07 17:13:01 - mmengine - INFO - Epoch(val) [7][6160/6282] eta: 0:00:06 time: 0.0536 data_time: 0.0016 memory: 1155 2022/08/07 17:13:02 - mmengine - INFO - Epoch(val) [7][6180/6282] eta: 0:00:05 time: 0.0533 data_time: 0.0015 memory: 1155 2022/08/07 17:13:03 - mmengine - INFO - Epoch(val) [7][6200/6282] eta: 0:00:04 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 17:13:04 - mmengine - INFO - Epoch(val) [7][6220/6282] eta: 0:00:03 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 17:13:05 - mmengine - INFO - Epoch(val) [7][6240/6282] eta: 0:00:02 time: 0.0535 data_time: 0.0015 memory: 1155 2022/08/07 17:13:06 - mmengine - INFO - Epoch(val) [7][6260/6282] eta: 0:00:01 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 17:13:07 - mmengine - INFO - Epoch(val) [7][6280/6282] eta: 0:00:00 time: 0.0533 data_time: 0.0014 memory: 1155 2022/08/07 17:17:17 - mmengine - INFO - Epoch(val) [7][6282/6282] mAP/mAP@0.5IOU: 0.2400 2022/08/07 17:17:37 - mmengine - INFO - Epoch(train) [8][20/1441] lr: 2.0000e-01 eta: 4:53:41 time: 1.0107 data_time: 0.1196 memory: 23477 grad_norm: 0.1131 recall@thr=0.5: 0.6546 prec@thr=0.5: 0.7695 recall@top3: 0.7330 prec@top3: 0.7021 recall@top5: 0.8688 prec@top5: 0.5106 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 17:17:56 - mmengine - INFO - Epoch(train) [8][40/1441] lr: 2.0000e-01 eta: 4:53:22 time: 0.9479 data_time: 0.0212 memory: 23477 grad_norm: 0.1079 recall@thr=0.5: 0.7578 prec@thr=0.5: 0.8643 recall@top3: 0.8372 prec@top3: 0.7132 recall@top5: 0.9012 prec@top5: 0.4744 loss_action_cls: 0.0429 loss: 0.0429 2022/08/07 17:18:15 - mmengine - INFO - Epoch(train) [8][60/1441] lr: 2.0000e-01 eta: 4:53:03 time: 0.9280 data_time: 0.0252 memory: 23477 grad_norm: 0.1053 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.8111 recall@top3: 0.8167 prec@top3: 0.6296 recall@top5: 0.9111 prec@top5: 0.4356 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 17:18:33 - mmengine - INFO - Epoch(train) [8][80/1441] lr: 2.0000e-01 eta: 4:52:43 time: 0.9116 data_time: 0.0274 memory: 23477 grad_norm: 0.1035 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.6325 recall@top3: 0.7158 prec@top3: 0.5470 recall@top5: 0.9765 prec@top5: 0.4410 loss_action_cls: 0.0424 loss: 0.0424 2022/08/07 17:18:51 - mmengine - INFO - Epoch(train) [8][100/1441] lr: 2.0000e-01 eta: 4:52:23 time: 0.9148 data_time: 0.0252 memory: 23477 grad_norm: 0.1059 recall@thr=0.5: 0.6010 prec@thr=0.5: 0.6667 recall@top3: 0.6980 prec@top3: 0.6536 recall@top5: 0.8948 prec@top5: 0.5059 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 17:19:10 - mmengine - INFO - Epoch(train) [8][120/1441] lr: 2.0000e-01 eta: 4:52:04 time: 0.9379 data_time: 0.0218 memory: 23477 grad_norm: 0.1033 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8351 recall@top3: 0.8659 prec@top3: 0.7029 recall@top5: 0.9583 prec@top5: 0.4696 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 17:19:29 - mmengine - INFO - Epoch(train) [8][140/1441] lr: 2.0000e-01 eta: 4:51:45 time: 0.9271 data_time: 0.0302 memory: 23477 grad_norm: 0.1065 recall@thr=0.5: 0.6921 prec@thr=0.5: 0.7685 recall@top3: 0.7801 prec@top3: 0.6111 recall@top5: 0.9097 prec@top5: 0.4444 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 17:19:47 - mmengine - INFO - Epoch(train) [8][160/1441] lr: 2.0000e-01 eta: 4:51:26 time: 0.9455 data_time: 0.0223 memory: 23477 grad_norm: 0.1074 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.7406 recall@top3: 0.8297 prec@top3: 0.6522 recall@top5: 0.9384 prec@top5: 0.4522 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 17:20:06 - mmengine - INFO - Epoch(train) [8][180/1441] lr: 2.0000e-01 eta: 4:51:06 time: 0.9215 data_time: 0.0261 memory: 23477 grad_norm: 0.1083 recall@thr=0.5: 0.7669 prec@thr=0.5: 0.6299 recall@top3: 0.8220 prec@top3: 0.6102 recall@top5: 0.8898 prec@top5: 0.4068 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 17:20:24 - mmengine - INFO - Epoch(train) [8][200/1441] lr: 2.0000e-01 eta: 4:50:46 time: 0.9061 data_time: 0.0265 memory: 23477 grad_norm: 0.1054 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.7214 recall@top3: 0.8405 prec@top3: 0.5714 recall@top5: 0.9238 prec@top5: 0.3771 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 17:20:43 - mmengine - INFO - Epoch(train) [8][220/1441] lr: 2.0000e-01 eta: 4:50:28 time: 0.9454 data_time: 0.0289 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.7061 prec@thr=0.5: 0.7541 recall@top3: 0.7496 prec@top3: 0.5935 recall@top5: 0.9118 prec@top5: 0.4537 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 17:21:01 - mmengine - INFO - Epoch(train) [8][240/1441] lr: 2.0000e-01 eta: 4:50:08 time: 0.9147 data_time: 0.0216 memory: 23477 grad_norm: 0.1039 recall@thr=0.5: 0.7515 prec@thr=0.5: 0.8406 recall@top3: 0.8187 prec@top3: 0.6608 recall@top5: 0.9313 prec@top5: 0.4667 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 17:21:19 - mmengine - INFO - Epoch(train) [8][260/1441] lr: 2.0000e-01 eta: 4:49:48 time: 0.9144 data_time: 0.0297 memory: 23477 grad_norm: 0.1043 recall@thr=0.5: 0.6787 prec@thr=0.5: 0.8191 recall@top3: 0.8035 prec@top3: 0.7518 recall@top5: 0.9887 prec@top5: 0.5787 loss_action_cls: 0.0445 loss: 0.0445 2022/08/07 17:21:37 - mmengine - INFO - Epoch(train) [8][280/1441] lr: 2.0000e-01 eta: 4:49:27 time: 0.8892 data_time: 0.0218 memory: 23477 grad_norm: 0.1116 recall@thr=0.5: 0.7514 prec@thr=0.5: 0.7156 recall@top3: 0.7982 prec@top3: 0.6383 recall@top5: 0.9266 prec@top5: 0.4596 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 17:21:56 - mmengine - INFO - Epoch(train) [8][300/1441] lr: 2.0000e-01 eta: 4:49:08 time: 0.9351 data_time: 0.0236 memory: 23477 grad_norm: 0.1082 recall@thr=0.5: 0.7130 prec@thr=0.5: 0.6611 recall@top3: 0.8185 prec@top3: 0.5926 recall@top5: 0.9444 prec@top5: 0.4222 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 17:22:14 - mmengine - INFO - Epoch(train) [8][320/1441] lr: 2.0000e-01 eta: 4:48:48 time: 0.8893 data_time: 0.0225 memory: 23477 grad_norm: 0.1072 recall@thr=0.5: 0.8444 prec@thr=0.5: 0.8197 recall@top3: 0.9047 prec@top3: 0.5983 recall@top5: 0.9641 prec@top5: 0.4000 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 17:22:32 - mmengine - INFO - Epoch(train) [8][340/1441] lr: 2.0000e-01 eta: 4:48:28 time: 0.9207 data_time: 0.0242 memory: 23477 grad_norm: 0.1053 recall@thr=0.5: 0.7173 prec@thr=0.5: 0.7843 recall@top3: 0.8290 prec@top3: 0.6733 recall@top5: 0.9420 prec@top5: 0.4800 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 17:22:50 - mmengine - INFO - Epoch(train) [8][360/1441] lr: 2.0000e-01 eta: 4:48:08 time: 0.9056 data_time: 0.0222 memory: 23477 grad_norm: 0.1051 recall@thr=0.5: 0.6230 prec@thr=0.5: 0.7133 recall@top3: 0.6957 prec@top3: 0.6067 recall@top5: 0.9017 prec@top5: 0.4840 loss_action_cls: 0.0442 loss: 0.0442 2022/08/07 17:23:09 - mmengine - INFO - Epoch(train) [8][380/1441] lr: 2.0000e-01 eta: 4:47:49 time: 0.9339 data_time: 0.0259 memory: 23477 grad_norm: 0.1051 recall@thr=0.5: 0.7115 prec@thr=0.5: 0.7769 recall@top3: 0.8034 prec@top3: 0.6752 recall@top5: 0.9444 prec@top5: 0.4923 loss_action_cls: 0.0402 loss: 0.0402 2022/08/07 17:23:27 - mmengine - INFO - Epoch(train) [8][400/1441] lr: 2.0000e-01 eta: 4:47:28 time: 0.8957 data_time: 0.0244 memory: 23477 grad_norm: 0.1094 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8291 recall@top3: 0.8902 prec@top3: 0.6838 recall@top5: 0.9795 prec@top5: 0.4667 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 17:23:45 - mmengine - INFO - Epoch(train) [8][420/1441] lr: 2.0000e-01 eta: 4:47:09 time: 0.9230 data_time: 0.0324 memory: 23477 grad_norm: 0.1102 recall@thr=0.5: 0.7908 prec@thr=0.5: 0.7925 recall@top3: 0.8741 prec@top3: 0.7347 recall@top5: 0.9949 prec@top5: 0.5184 loss_action_cls: 0.0418 loss: 0.0418 2022/08/07 17:24:04 - mmengine - INFO - Epoch(train) [8][440/1441] lr: 2.0000e-01 eta: 4:46:50 time: 0.9357 data_time: 0.0212 memory: 23477 grad_norm: 0.1007 recall@thr=0.5: 0.7305 prec@thr=0.5: 0.8865 recall@top3: 0.7961 prec@top3: 0.7660 recall@top5: 0.9220 prec@top5: 0.5362 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 17:24:23 - mmengine - INFO - Epoch(train) [8][460/1441] lr: 2.0000e-01 eta: 4:46:31 time: 0.9268 data_time: 0.0245 memory: 23477 grad_norm: 0.1070 recall@thr=0.5: 0.7112 prec@thr=0.5: 0.7572 recall@top3: 0.7301 prec@top3: 0.6377 recall@top5: 0.9261 prec@top5: 0.5000 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 17:24:41 - mmengine - INFO - Epoch(train) [8][480/1441] lr: 2.0000e-01 eta: 4:46:11 time: 0.9040 data_time: 0.0204 memory: 23477 grad_norm: 0.1028 recall@thr=0.5: 0.6802 prec@thr=0.5: 0.7297 recall@top3: 0.7523 prec@top3: 0.5856 recall@top5: 0.8919 prec@top5: 0.4054 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 17:24:59 - mmengine - INFO - Epoch(train) [8][500/1441] lr: 2.0000e-01 eta: 4:45:51 time: 0.9143 data_time: 0.0236 memory: 23477 grad_norm: 0.1072 recall@thr=0.5: 0.6788 prec@thr=0.5: 0.7951 recall@top3: 0.7899 prec@top3: 0.6597 recall@top5: 0.9688 prec@top5: 0.4917 loss_action_cls: 0.0400 loss: 0.0400 2022/08/07 17:25:17 - mmengine - INFO - Epoch(train) [8][520/1441] lr: 2.0000e-01 eta: 4:45:30 time: 0.8818 data_time: 0.0257 memory: 23477 grad_norm: 0.1046 recall@thr=0.5: 0.6356 prec@thr=0.5: 0.7614 recall@top3: 0.7255 prec@top3: 0.6078 recall@top5: 0.8775 prec@top5: 0.4314 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 17:25:35 - mmengine - INFO - Epoch(train) [8][540/1441] lr: 2.0000e-01 eta: 4:45:11 time: 0.9214 data_time: 0.0246 memory: 23477 grad_norm: 0.1081 recall@thr=0.5: 0.7688 prec@thr=0.5: 0.7983 recall@top3: 0.8396 prec@top3: 0.7000 recall@top5: 0.9729 prec@top5: 0.5100 loss_action_cls: 0.0426 loss: 0.0426 2022/08/07 17:25:53 - mmengine - INFO - Epoch(train) [8][560/1441] lr: 2.0000e-01 eta: 4:44:51 time: 0.9087 data_time: 0.0252 memory: 23477 grad_norm: 0.1036 recall@thr=0.5: 0.6239 prec@thr=0.5: 0.6581 recall@top3: 0.7650 prec@top3: 0.5556 recall@top5: 0.9402 prec@top5: 0.4205 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 17:26:12 - mmengine - INFO - Epoch(train) [8][580/1441] lr: 2.0000e-01 eta: 4:44:31 time: 0.9184 data_time: 0.0259 memory: 23477 grad_norm: 0.1019 recall@thr=0.5: 0.6817 prec@thr=0.5: 0.7367 recall@top3: 0.9017 prec@top3: 0.6533 recall@top5: 0.9733 prec@top5: 0.4280 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 17:26:30 - mmengine - INFO - Epoch(train) [8][600/1441] lr: 2.0000e-01 eta: 4:44:11 time: 0.9075 data_time: 0.0210 memory: 23477 grad_norm: 0.1070 recall@thr=0.5: 0.7971 prec@thr=0.5: 0.8007 recall@top3: 0.8804 prec@top3: 0.6812 recall@top5: 0.9819 prec@top5: 0.4609 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 17:26:48 - mmengine - INFO - Epoch(train) [8][620/1441] lr: 2.0000e-01 eta: 4:43:51 time: 0.9066 data_time: 0.0244 memory: 23477 grad_norm: 0.1110 recall@thr=0.5: 0.7539 prec@thr=0.5: 0.7163 recall@top3: 0.8081 prec@top3: 0.6977 recall@top5: 0.9729 prec@top5: 0.5349 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 17:27:06 - mmengine - INFO - Epoch(train) [8][640/1441] lr: 2.0000e-01 eta: 4:43:32 time: 0.9243 data_time: 0.0220 memory: 23477 grad_norm: 0.1078 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8529 recall@top3: 0.9142 prec@top3: 0.6275 recall@top5: 0.9363 prec@top5: 0.3941 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 17:27:24 - mmengine - INFO - Epoch(train) [8][660/1441] lr: 2.0000e-01 eta: 4:43:12 time: 0.9010 data_time: 0.0232 memory: 23477 grad_norm: 0.1047 recall@thr=0.5: 0.6565 prec@thr=0.5: 0.8180 recall@top3: 0.8299 prec@top3: 0.6735 recall@top5: 0.9456 prec@top5: 0.4776 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 17:27:43 - mmengine - INFO - Epoch(train) [8][680/1441] lr: 2.0000e-01 eta: 4:42:53 time: 0.9467 data_time: 0.0347 memory: 23477 grad_norm: 0.1046 recall@thr=0.5: 0.7125 prec@thr=0.5: 0.7958 recall@top3: 0.8313 prec@top3: 0.6250 recall@top5: 0.9292 prec@top5: 0.4450 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 17:28:02 - mmengine - INFO - Epoch(train) [8][700/1441] lr: 2.0000e-01 eta: 4:42:34 time: 0.9130 data_time: 0.0236 memory: 23477 grad_norm: 0.1066 recall@thr=0.5: 0.7148 prec@thr=0.5: 0.7778 recall@top3: 0.8333 prec@top3: 0.6519 recall@top5: 0.9500 prec@top5: 0.4622 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 17:28:20 - mmengine - INFO - Epoch(train) [8][720/1441] lr: 2.0000e-01 eta: 4:42:14 time: 0.9190 data_time: 0.0204 memory: 23477 grad_norm: 0.1065 recall@thr=0.5: 0.6806 prec@thr=0.5: 0.7500 recall@top3: 0.7708 prec@top3: 0.6250 recall@top5: 0.9323 prec@top5: 0.4375 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 17:28:39 - mmengine - INFO - Epoch(train) [8][740/1441] lr: 2.0000e-01 eta: 4:41:55 time: 0.9293 data_time: 0.0253 memory: 23477 grad_norm: 0.1092 recall@thr=0.5: 0.7477 prec@thr=0.5: 0.8102 recall@top3: 0.7662 prec@top3: 0.6759 recall@top5: 0.9097 prec@top5: 0.4833 loss_action_cls: 0.0418 loss: 0.0418 2022/08/07 17:28:58 - mmengine - INFO - Epoch(train) [8][760/1441] lr: 2.0000e-01 eta: 4:41:36 time: 0.9519 data_time: 0.0229 memory: 23477 grad_norm: 0.1073 recall@thr=0.5: 0.7872 prec@thr=0.5: 0.7422 recall@top3: 0.8103 prec@top3: 0.5745 recall@top5: 0.8883 prec@top5: 0.3830 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 17:29:16 - mmengine - INFO - Epoch(train) [8][780/1441] lr: 2.0000e-01 eta: 4:41:17 time: 0.9257 data_time: 0.0251 memory: 23477 grad_norm: 0.1033 recall@thr=0.5: 0.7426 prec@thr=0.5: 0.8185 recall@top3: 0.8661 prec@top3: 0.6190 recall@top5: 0.9435 prec@top5: 0.4143 loss_action_cls: 0.0434 loss: 0.0434 2022/08/07 17:29:34 - mmengine - INFO - Epoch(train) [8][800/1441] lr: 2.0000e-01 eta: 4:40:57 time: 0.9017 data_time: 0.0210 memory: 23477 grad_norm: 0.1118 recall@thr=0.5: 0.7986 prec@thr=0.5: 0.7571 recall@top3: 0.8613 prec@top3: 0.6667 recall@top5: 0.9745 prec@top5: 0.4723 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 17:29:53 - mmengine - INFO - Epoch(train) [8][820/1441] lr: 2.0000e-01 eta: 4:40:38 time: 0.9289 data_time: 0.0249 memory: 23477 grad_norm: 0.1044 recall@thr=0.5: 0.7763 prec@thr=0.5: 0.6952 recall@top3: 0.8904 prec@top3: 0.5965 recall@top5: 0.9474 prec@top5: 0.3895 loss_action_cls: 0.0402 loss: 0.0402 2022/08/07 17:30:11 - mmengine - INFO - Epoch(train) [8][840/1441] lr: 2.0000e-01 eta: 4:40:19 time: 0.9208 data_time: 0.0205 memory: 23477 grad_norm: 0.1060 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.8247 recall@top3: 0.8368 prec@top3: 0.7569 recall@top5: 0.9653 prec@top5: 0.5333 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 17:30:29 - mmengine - INFO - Epoch(train) [8][860/1441] lr: 2.0000e-01 eta: 4:39:59 time: 0.9131 data_time: 0.0246 memory: 23477 grad_norm: 0.1082 recall@thr=0.5: 0.6565 prec@thr=0.5: 0.7785 recall@top3: 0.7724 prec@top3: 0.6260 recall@top5: 0.8699 prec@top5: 0.4390 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 17:30:47 - mmengine - INFO - Epoch(train) [8][880/1441] lr: 2.0000e-01 eta: 4:39:39 time: 0.9023 data_time: 0.0207 memory: 23477 grad_norm: 0.1066 recall@thr=0.5: 0.6343 prec@thr=0.5: 0.6713 recall@top3: 0.7222 prec@top3: 0.5648 recall@top5: 0.9444 prec@top5: 0.4444 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 17:31:06 - mmengine - INFO - Epoch(train) [8][900/1441] lr: 2.0000e-01 eta: 4:39:20 time: 0.9245 data_time: 0.0236 memory: 23477 grad_norm: 0.1077 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.8141 recall@top3: 0.9188 prec@top3: 0.7179 recall@top5: 0.9829 prec@top5: 0.4667 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 17:31:18 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 17:31:24 - mmengine - INFO - Epoch(train) [8][920/1441] lr: 2.0000e-01 eta: 4:38:59 time: 0.8947 data_time: 0.0263 memory: 23477 grad_norm: 0.1041 recall@thr=0.5: 0.7579 prec@thr=0.5: 0.8556 recall@top3: 0.8452 prec@top3: 0.7381 recall@top5: 0.9881 prec@top5: 0.5286 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 17:31:43 - mmengine - INFO - Epoch(train) [8][940/1441] lr: 2.0000e-01 eta: 4:38:41 time: 0.9621 data_time: 0.0256 memory: 23477 grad_norm: 0.1096 recall@thr=0.5: 0.7532 prec@thr=0.5: 0.8494 recall@top3: 0.8494 prec@top3: 0.7372 recall@top5: 0.9872 prec@top5: 0.5308 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 17:32:02 - mmengine - INFO - Epoch(train) [8][960/1441] lr: 2.0000e-01 eta: 4:38:22 time: 0.9268 data_time: 0.0276 memory: 23477 grad_norm: 0.1051 recall@thr=0.5: 0.7896 prec@thr=0.5: 0.9042 recall@top3: 0.8542 prec@top3: 0.7583 recall@top5: 0.9812 prec@top5: 0.5500 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 17:32:20 - mmengine - INFO - Epoch(train) [8][980/1441] lr: 2.0000e-01 eta: 4:38:03 time: 0.9420 data_time: 0.0256 memory: 23477 grad_norm: 0.1105 recall@thr=0.5: 0.6651 prec@thr=0.5: 0.7610 recall@top3: 0.7679 prec@top3: 0.6792 recall@top5: 0.9308 prec@top5: 0.5057 loss_action_cls: 0.0424 loss: 0.0424 2022/08/07 17:32:39 - mmengine - INFO - Epoch(train) [8][1000/1441] lr: 2.0000e-01 eta: 4:37:45 time: 0.9467 data_time: 0.0219 memory: 23477 grad_norm: 0.1104 recall@thr=0.5: 0.6578 prec@thr=0.5: 0.7199 recall@top3: 0.7943 prec@top3: 0.6170 recall@top5: 0.9220 prec@top5: 0.4426 loss_action_cls: 0.0417 loss: 0.0417 2022/08/07 17:32:58 - mmengine - INFO - Epoch(train) [8][1020/1441] lr: 2.0000e-01 eta: 4:37:25 time: 0.9168 data_time: 0.0254 memory: 23477 grad_norm: 0.1015 recall@thr=0.5: 0.8048 prec@thr=0.5: 0.8429 recall@top3: 0.8667 prec@top3: 0.6667 recall@top5: 0.9762 prec@top5: 0.4514 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 17:33:16 - mmengine - INFO - Epoch(train) [8][1040/1441] lr: 2.0000e-01 eta: 4:37:06 time: 0.9235 data_time: 0.0202 memory: 23477 grad_norm: 0.1048 recall@thr=0.5: 0.7542 prec@thr=0.5: 0.8250 recall@top3: 0.8833 prec@top3: 0.7583 recall@top5: 0.9833 prec@top5: 0.5150 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 17:33:35 - mmengine - INFO - Epoch(train) [8][1060/1441] lr: 2.0000e-01 eta: 4:36:46 time: 0.9208 data_time: 0.0236 memory: 23477 grad_norm: 0.1036 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7287 recall@top3: 0.8147 prec@top3: 0.5969 recall@top5: 0.9244 prec@top5: 0.4186 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 17:33:53 - mmengine - INFO - Epoch(train) [8][1080/1441] lr: 2.0000e-01 eta: 4:36:28 time: 0.9412 data_time: 0.0208 memory: 23477 grad_norm: 0.1085 recall@thr=0.5: 0.7033 prec@thr=0.5: 0.7890 recall@top3: 0.8089 prec@top3: 0.6504 recall@top5: 0.9573 prec@top5: 0.4683 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 17:34:12 - mmengine - INFO - Epoch(train) [8][1100/1441] lr: 2.0000e-01 eta: 4:36:08 time: 0.9126 data_time: 0.0289 memory: 23477 grad_norm: 0.1050 recall@thr=0.5: 0.8233 prec@thr=0.5: 0.8333 recall@top3: 0.9217 prec@top3: 0.6833 recall@top5: 0.9650 prec@top5: 0.4400 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 17:34:30 - mmengine - INFO - Epoch(train) [8][1120/1441] lr: 2.0000e-01 eta: 4:35:49 time: 0.9327 data_time: 0.0236 memory: 23477 grad_norm: 0.1057 recall@thr=0.5: 0.7471 prec@thr=0.5: 0.7988 recall@top3: 0.8363 prec@top3: 0.7544 recall@top5: 0.9488 prec@top5: 0.5298 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 17:34:49 - mmengine - INFO - Epoch(train) [8][1140/1441] lr: 2.0000e-01 eta: 4:35:29 time: 0.9110 data_time: 0.0228 memory: 23477 grad_norm: 0.1075 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.7619 recall@top3: 0.7789 prec@top3: 0.5782 recall@top5: 0.9252 prec@top5: 0.4245 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 17:35:07 - mmengine - INFO - Epoch(train) [8][1160/1441] lr: 2.0000e-01 eta: 4:35:11 time: 0.9386 data_time: 0.0206 memory: 23477 grad_norm: 0.1072 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7204 recall@top3: 0.8593 prec@top3: 0.6741 recall@top5: 0.9352 prec@top5: 0.4533 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 17:35:25 - mmengine - INFO - Epoch(train) [8][1180/1441] lr: 2.0000e-01 eta: 4:34:51 time: 0.9080 data_time: 0.0255 memory: 23477 grad_norm: 0.1107 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7532 recall@top3: 0.7679 prec@top3: 0.6746 recall@top5: 0.8810 prec@top5: 0.4714 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 17:35:44 - mmengine - INFO - Epoch(train) [8][1200/1441] lr: 2.0000e-01 eta: 4:34:31 time: 0.9161 data_time: 0.0220 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.7846 prec@thr=0.5: 0.7195 recall@top3: 0.8821 prec@top3: 0.6260 recall@top5: 0.9533 prec@top5: 0.4244 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 17:36:03 - mmengine - INFO - Epoch(train) [8][1220/1441] lr: 2.0000e-01 eta: 4:34:12 time: 0.9351 data_time: 0.0238 memory: 23477 grad_norm: 0.1074 recall@thr=0.5: 0.7670 prec@thr=0.5: 0.8113 recall@top3: 0.8461 prec@top3: 0.6950 recall@top5: 0.9390 prec@top5: 0.4766 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 17:36:21 - mmengine - INFO - Epoch(train) [8][1240/1441] lr: 2.0000e-01 eta: 4:33:53 time: 0.9228 data_time: 0.0257 memory: 23477 grad_norm: 0.1100 recall@thr=0.5: 0.7571 prec@thr=0.5: 0.7855 recall@top3: 0.8688 prec@top3: 0.6312 recall@top5: 0.9362 prec@top5: 0.4170 loss_action_cls: 0.0427 loss: 0.0427 2022/08/07 17:36:41 - mmengine - INFO - Epoch(train) [8][1260/1441] lr: 2.0000e-01 eta: 4:33:36 time: 0.9888 data_time: 0.0637 memory: 23477 grad_norm: 0.1108 recall@thr=0.5: 0.7392 prec@thr=0.5: 0.7778 recall@top3: 0.8309 prec@top3: 0.7431 recall@top5: 0.9660 prec@top5: 0.5208 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 17:37:05 - mmengine - INFO - Epoch(train) [8][1280/1441] lr: 2.0000e-01 eta: 4:33:25 time: 1.1891 data_time: 0.1474 memory: 23477 grad_norm: 0.1043 recall@thr=0.5: 0.7128 prec@thr=0.5: 0.7163 recall@top3: 0.8298 prec@top3: 0.6667 recall@top5: 0.9362 prec@top5: 0.4681 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 17:37:24 - mmengine - INFO - Epoch(train) [8][1300/1441] lr: 2.0000e-01 eta: 4:33:07 time: 0.9680 data_time: 0.0489 memory: 23477 grad_norm: 0.1048 recall@thr=0.5: 0.6628 prec@thr=0.5: 0.7951 recall@top3: 0.7785 prec@top3: 0.6806 recall@top5: 0.9028 prec@top5: 0.4875 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 17:37:42 - mmengine - INFO - Epoch(train) [8][1320/1441] lr: 2.0000e-01 eta: 4:32:48 time: 0.9286 data_time: 0.0187 memory: 23477 grad_norm: 0.1045 recall@thr=0.5: 0.7637 prec@thr=0.5: 0.7967 recall@top3: 0.7954 prec@top3: 0.7386 recall@top5: 0.9497 prec@top5: 0.5412 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 17:38:01 - mmengine - INFO - Epoch(train) [8][1340/1441] lr: 2.0000e-01 eta: 4:32:28 time: 0.9210 data_time: 0.0220 memory: 23477 grad_norm: 0.1036 recall@thr=0.5: 0.7182 prec@thr=0.5: 0.8534 recall@top3: 0.8077 prec@top3: 0.7654 recall@top5: 0.9352 prec@top5: 0.5481 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 17:38:20 - mmengine - INFO - Epoch(train) [8][1360/1441] lr: 2.0000e-01 eta: 4:32:10 time: 0.9549 data_time: 0.0269 memory: 23477 grad_norm: 0.1051 recall@thr=0.5: 0.6617 prec@thr=0.5: 0.8167 recall@top3: 0.7483 prec@top3: 0.6000 recall@top5: 0.8883 prec@top5: 0.4560 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 17:38:38 - mmengine - INFO - Epoch(train) [8][1380/1441] lr: 2.0000e-01 eta: 4:31:50 time: 0.9134 data_time: 0.0272 memory: 23477 grad_norm: 0.1042 recall@thr=0.5: 0.6797 prec@thr=0.5: 0.6667 recall@top3: 0.8047 prec@top3: 0.5833 recall@top5: 0.9297 prec@top5: 0.4312 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 17:38:57 - mmengine - INFO - Epoch(train) [8][1400/1441] lr: 2.0000e-01 eta: 4:31:31 time: 0.9343 data_time: 0.0236 memory: 23477 grad_norm: 0.1046 recall@thr=0.5: 0.7109 prec@thr=0.5: 0.8566 recall@top3: 0.7736 prec@top3: 0.5969 recall@top5: 0.9236 prec@top5: 0.4512 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 17:39:15 - mmengine - INFO - Epoch(train) [8][1420/1441] lr: 2.0000e-01 eta: 4:31:11 time: 0.9087 data_time: 0.0219 memory: 23477 grad_norm: 0.1079 recall@thr=0.5: 0.7649 prec@thr=0.5: 0.8696 recall@top3: 0.8572 prec@top3: 0.7609 recall@top5: 0.9522 prec@top5: 0.5217 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 17:39:33 - mmengine - INFO - Epoch(train) [8][1440/1441] lr: 2.0000e-01 eta: 4:30:52 time: 0.9101 data_time: 0.0213 memory: 23477 grad_norm: 0.1113 recall@thr=0.5: 0.8632 prec@thr=0.5: 0.7450 recall@top3: 0.8422 prec@top3: 0.6589 recall@top5: 0.9543 prec@top5: 0.4744 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 17:39:34 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 17:39:34 - mmengine - INFO - Epoch(train) [8][1441/1441] lr: 2.0000e-01 eta: 4:30:52 time: 0.8925 data_time: 0.0217 memory: 12197 grad_norm: 0.1129 recall@thr=0.5: 0.5353 prec@thr=0.5: 0.6058 recall@top3: 0.5577 prec@top3: 0.5000 recall@top5: 0.8814 prec@top5: 0.4308 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 17:39:34 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/08/07 17:39:40 - mmengine - INFO - Epoch(val) [8][20/6282] eta: 0:05:58 time: 0.0572 data_time: 0.0113 memory: 1084 2022/08/07 17:39:41 - mmengine - INFO - Epoch(val) [8][40/6282] eta: 0:04:38 time: 0.0446 data_time: 0.0014 memory: 1084 2022/08/07 17:39:42 - mmengine - INFO - Epoch(val) [8][60/6282] eta: 0:04:41 time: 0.0453 data_time: 0.0015 memory: 1084 2022/08/07 17:39:43 - mmengine - INFO - Epoch(val) [8][80/6282] eta: 0:07:09 time: 0.0693 data_time: 0.0016 memory: 1084 2022/08/07 17:39:44 - mmengine - INFO - Epoch(val) [8][100/6282] eta: 0:04:43 time: 0.0459 data_time: 0.0018 memory: 1084 2022/08/07 17:39:46 - mmengine - INFO - Epoch(val) [8][120/6282] eta: 0:05:52 time: 0.0573 data_time: 0.0024 memory: 1155 2022/08/07 17:39:47 - mmengine - INFO - Epoch(val) [8][140/6282] eta: 0:05:52 time: 0.0573 data_time: 0.0018 memory: 1155 2022/08/07 17:39:48 - mmengine - INFO - Epoch(val) [8][160/6282] eta: 0:06:00 time: 0.0588 data_time: 0.0020 memory: 1155 2022/08/07 17:39:49 - mmengine - INFO - Epoch(val) [8][180/6282] eta: 0:05:58 time: 0.0587 data_time: 0.0018 memory: 1155 2022/08/07 17:39:50 - mmengine - INFO - Epoch(val) [8][200/6282] eta: 0:05:58 time: 0.0589 data_time: 0.0027 memory: 1155 2022/08/07 17:39:51 - mmengine - INFO - Epoch(val) [8][220/6282] eta: 0:05:05 time: 0.0504 data_time: 0.0018 memory: 1097 2022/08/07 17:39:52 - mmengine - INFO - Epoch(val) [8][240/6282] eta: 0:05:07 time: 0.0509 data_time: 0.0025 memory: 1097 2022/08/07 17:39:53 - mmengine - INFO - Epoch(val) [8][260/6282] eta: 0:05:04 time: 0.0505 data_time: 0.0024 memory: 1097 2022/08/07 17:39:54 - mmengine - INFO - Epoch(val) [8][280/6282] eta: 0:05:02 time: 0.0504 data_time: 0.0023 memory: 1097 2022/08/07 17:39:55 - mmengine - INFO - Epoch(val) [8][300/6282] eta: 0:05:09 time: 0.0518 data_time: 0.0015 memory: 1155 2022/08/07 17:39:57 - mmengine - INFO - Epoch(val) [8][320/6282] eta: 0:05:51 time: 0.0590 data_time: 0.0020 memory: 1155 2022/08/07 17:39:58 - mmengine - INFO - Epoch(val) [8][340/6282] eta: 0:06:00 time: 0.0607 data_time: 0.0022 memory: 1155 2022/08/07 17:39:59 - mmengine - INFO - Epoch(val) [8][360/6282] eta: 0:06:13 time: 0.0631 data_time: 0.0026 memory: 1155 2022/08/07 17:40:01 - mmengine - INFO - Epoch(val) [8][380/6282] eta: 0:08:09 time: 0.0829 data_time: 0.0017 memory: 1155 2022/08/07 17:40:03 - mmengine - INFO - Epoch(val) [8][400/6282] eta: 0:11:09 time: 0.1138 data_time: 0.0644 memory: 1155 2022/08/07 17:40:04 - mmengine - INFO - Epoch(val) [8][420/6282] eta: 0:04:14 time: 0.0434 data_time: 0.0008 memory: 1101 2022/08/07 17:40:06 - mmengine - INFO - Epoch(val) [8][440/6282] eta: 0:10:49 time: 0.1111 data_time: 0.0669 memory: 1101 2022/08/07 17:40:07 - mmengine - INFO - Epoch(val) [8][460/6282] eta: 0:04:15 time: 0.0439 data_time: 0.0013 memory: 1101 2022/08/07 17:40:08 - mmengine - INFO - Epoch(val) [8][480/6282] eta: 0:04:51 time: 0.0503 data_time: 0.0060 memory: 1101 2022/08/07 17:40:09 - mmengine - INFO - Epoch(val) [8][500/6282] eta: 0:04:35 time: 0.0477 data_time: 0.0017 memory: 1101 2022/08/07 17:40:10 - mmengine - INFO - Epoch(val) [8][520/6282] eta: 0:04:34 time: 0.0476 data_time: 0.0019 memory: 1097 2022/08/07 17:40:11 - mmengine - INFO - Epoch(val) [8][540/6282] eta: 0:07:21 time: 0.0770 data_time: 0.0180 memory: 1097 2022/08/07 17:40:13 - mmengine - INFO - Epoch(val) [8][560/6282] eta: 0:06:04 time: 0.0637 data_time: 0.0171 memory: 1097 2022/08/07 17:40:14 - mmengine - INFO - Epoch(val) [8][580/6282] eta: 0:04:44 time: 0.0499 data_time: 0.0021 memory: 1097 2022/08/07 17:40:15 - mmengine - INFO - Epoch(val) [8][600/6282] eta: 0:05:00 time: 0.0529 data_time: 0.0024 memory: 1097 2022/08/07 17:40:16 - mmengine - INFO - Epoch(val) [8][620/6282] eta: 0:05:14 time: 0.0555 data_time: 0.0023 memory: 1097 2022/08/07 17:40:17 - mmengine - INFO - Epoch(val) [8][640/6282] eta: 0:04:56 time: 0.0526 data_time: 0.0024 memory: 1094 2022/08/07 17:40:18 - mmengine - INFO - Epoch(val) [8][660/6282] eta: 0:04:59 time: 0.0532 data_time: 0.0024 memory: 1094 2022/08/07 17:40:19 - mmengine - INFO - Epoch(val) [8][680/6282] eta: 0:04:52 time: 0.0522 data_time: 0.0019 memory: 1094 2022/08/07 17:40:20 - mmengine - INFO - Epoch(val) [8][700/6282] eta: 0:04:44 time: 0.0510 data_time: 0.0029 memory: 1094 2022/08/07 17:40:21 - mmengine - INFO - Epoch(val) [8][720/6282] eta: 0:05:12 time: 0.0562 data_time: 0.0027 memory: 1155 2022/08/07 17:40:23 - mmengine - INFO - Epoch(val) [8][740/6282] eta: 0:07:57 time: 0.0862 data_time: 0.0023 memory: 1155 2022/08/07 17:40:24 - mmengine - INFO - Epoch(val) [8][760/6282] eta: 0:05:40 time: 0.0616 data_time: 0.0023 memory: 1155 2022/08/07 17:40:25 - mmengine - INFO - Epoch(val) [8][780/6282] eta: 0:05:21 time: 0.0585 data_time: 0.0020 memory: 1155 2022/08/07 17:40:27 - mmengine - INFO - Epoch(val) [8][800/6282] eta: 0:05:34 time: 0.0610 data_time: 0.0020 memory: 1155 2022/08/07 17:40:28 - mmengine - INFO - Epoch(val) [8][820/6282] eta: 0:04:45 time: 0.0523 data_time: 0.0021 memory: 1155 2022/08/07 17:40:29 - mmengine - INFO - Epoch(val) [8][840/6282] eta: 0:04:30 time: 0.0497 data_time: 0.0018 memory: 1097 2022/08/07 17:40:30 - mmengine - INFO - Epoch(val) [8][860/6282] eta: 0:04:59 time: 0.0553 data_time: 0.0029 memory: 1097 2022/08/07 17:40:31 - mmengine - INFO - Epoch(val) [8][880/6282] eta: 0:04:23 time: 0.0488 data_time: 0.0017 memory: 1097 2022/08/07 17:40:32 - mmengine - INFO - Epoch(val) [8][900/6282] eta: 0:04:20 time: 0.0484 data_time: 0.0021 memory: 1097 2022/08/07 17:40:33 - mmengine - INFO - Epoch(val) [8][920/6282] eta: 0:04:19 time: 0.0484 data_time: 0.0015 memory: 1097 2022/08/07 17:40:34 - mmengine - INFO - Epoch(val) [8][940/6282] eta: 0:06:21 time: 0.0714 data_time: 0.0020 memory: 1084 2022/08/07 17:40:35 - mmengine - INFO - Epoch(val) [8][960/6282] eta: 0:04:04 time: 0.0459 data_time: 0.0020 memory: 1084 2022/08/07 17:40:36 - mmengine - INFO - Epoch(val) [8][980/6282] eta: 0:04:12 time: 0.0477 data_time: 0.0020 memory: 1084 2022/08/07 17:40:37 - mmengine - INFO - Epoch(val) [8][1000/6282] eta: 0:04:01 time: 0.0457 data_time: 0.0023 memory: 1084 2022/08/07 17:40:38 - mmengine - INFO - Epoch(val) [8][1020/6282] eta: 0:04:09 time: 0.0473 data_time: 0.0019 memory: 1097 2022/08/07 17:40:39 - mmengine - INFO - Epoch(val) [8][1040/6282] eta: 0:04:12 time: 0.0482 data_time: 0.0019 memory: 1097 2022/08/07 17:40:40 - mmengine - INFO - Epoch(val) [8][1060/6282] eta: 0:05:00 time: 0.0575 data_time: 0.0075 memory: 1097 2022/08/07 17:40:41 - mmengine - INFO - Epoch(val) [8][1080/6282] eta: 0:04:18 time: 0.0496 data_time: 0.0026 memory: 1097 2022/08/07 17:40:42 - mmengine - INFO - Epoch(val) [8][1100/6282] eta: 0:04:27 time: 0.0515 data_time: 0.0022 memory: 1097 2022/08/07 17:40:43 - mmengine - INFO - Epoch(val) [8][1120/6282] eta: 0:04:46 time: 0.0555 data_time: 0.0026 memory: 1097 2022/08/07 17:40:45 - mmengine - INFO - Epoch(val) [8][1140/6282] eta: 0:06:28 time: 0.0756 data_time: 0.0023 memory: 1097 2022/08/07 17:40:46 - mmengine - INFO - Epoch(val) [8][1160/6282] eta: 0:04:35 time: 0.0538 data_time: 0.0024 memory: 1097 2022/08/07 17:40:47 - mmengine - INFO - Epoch(val) [8][1180/6282] eta: 0:04:42 time: 0.0553 data_time: 0.0031 memory: 1097 2022/08/07 17:40:48 - mmengine - INFO - Epoch(val) [8][1200/6282] eta: 0:04:40 time: 0.0552 data_time: 0.0033 memory: 1097 2022/08/07 17:40:49 - mmengine - INFO - Epoch(val) [8][1220/6282] eta: 0:04:37 time: 0.0548 data_time: 0.0028 memory: 1097 2022/08/07 17:40:50 - mmengine - INFO - Epoch(val) [8][1240/6282] eta: 0:05:21 time: 0.0637 data_time: 0.0030 memory: 1155 2022/08/07 17:40:52 - mmengine - INFO - Epoch(val) [8][1260/6282] eta: 0:05:12 time: 0.0622 data_time: 0.0028 memory: 1155 2022/08/07 17:40:53 - mmengine - INFO - Epoch(val) [8][1280/6282] eta: 0:05:13 time: 0.0627 data_time: 0.0046 memory: 1155 2022/08/07 17:40:54 - mmengine - INFO - Epoch(val) [8][1300/6282] eta: 0:05:11 time: 0.0626 data_time: 0.0034 memory: 1155 2022/08/07 17:40:55 - mmengine - INFO - Epoch(val) [8][1320/6282] eta: 0:04:48 time: 0.0582 data_time: 0.0030 memory: 1155 2022/08/07 17:40:56 - mmengine - INFO - Epoch(val) [8][1340/6282] eta: 0:04:36 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 17:40:57 - mmengine - INFO - Epoch(val) [8][1360/6282] eta: 0:04:32 time: 0.0554 data_time: 0.0019 memory: 1155 2022/08/07 17:40:59 - mmengine - INFO - Epoch(val) [8][1380/6282] eta: 0:06:35 time: 0.0807 data_time: 0.0021 memory: 1155 2022/08/07 17:41:00 - mmengine - INFO - Epoch(val) [8][1400/6282] eta: 0:04:38 time: 0.0571 data_time: 0.0019 memory: 1155 2022/08/07 17:41:01 - mmengine - INFO - Epoch(val) [8][1420/6282] eta: 0:04:41 time: 0.0580 data_time: 0.0020 memory: 1155 2022/08/07 17:41:03 - mmengine - INFO - Epoch(val) [8][1440/6282] eta: 0:04:39 time: 0.0578 data_time: 0.0020 memory: 1155 2022/08/07 17:41:04 - mmengine - INFO - Epoch(val) [8][1460/6282] eta: 0:04:41 time: 0.0583 data_time: 0.0018 memory: 1155 2022/08/07 17:41:05 - mmengine - INFO - Epoch(val) [8][1480/6282] eta: 0:04:38 time: 0.0580 data_time: 0.0018 memory: 1155 2022/08/07 17:41:06 - mmengine - INFO - Epoch(val) [8][1500/6282] eta: 0:04:44 time: 0.0594 data_time: 0.0021 memory: 1155 2022/08/07 17:41:07 - mmengine - INFO - Epoch(val) [8][1520/6282] eta: 0:04:35 time: 0.0578 data_time: 0.0021 memory: 1242 2022/08/07 17:41:09 - mmengine - INFO - Epoch(val) [8][1540/6282] eta: 0:05:21 time: 0.0677 data_time: 0.0021 memory: 1242 2022/08/07 17:41:11 - mmengine - INFO - Epoch(val) [8][1560/6282] eta: 0:07:22 time: 0.0936 data_time: 0.0022 memory: 1242 2022/08/07 17:41:12 - mmengine - INFO - Epoch(val) [8][1580/6282] eta: 0:05:36 time: 0.0716 data_time: 0.0023 memory: 1242 2022/08/07 17:41:13 - mmengine - INFO - Epoch(val) [8][1600/6282] eta: 0:05:30 time: 0.0706 data_time: 0.0022 memory: 1242 2022/08/07 17:41:15 - mmengine - INFO - Epoch(val) [8][1620/6282] eta: 0:05:35 time: 0.0720 data_time: 0.0027 memory: 1242 2022/08/07 17:41:16 - mmengine - INFO - Epoch(val) [8][1640/6282] eta: 0:04:13 time: 0.0546 data_time: 0.0017 memory: 1155 2022/08/07 17:41:17 - mmengine - INFO - Epoch(val) [8][1660/6282] eta: 0:04:18 time: 0.0559 data_time: 0.0017 memory: 1155 2022/08/07 17:41:18 - mmengine - INFO - Epoch(val) [8][1680/6282] eta: 0:04:15 time: 0.0556 data_time: 0.0018 memory: 1155 2022/08/07 17:41:19 - mmengine - INFO - Epoch(val) [8][1700/6282] eta: 0:04:14 time: 0.0555 data_time: 0.0019 memory: 1155 2022/08/07 17:41:21 - mmengine - INFO - Epoch(val) [8][1720/6282] eta: 0:06:08 time: 0.0807 data_time: 0.0027 memory: 1155 2022/08/07 17:41:22 - mmengine - INFO - Epoch(val) [8][1740/6282] eta: 0:04:34 time: 0.0605 data_time: 0.0025 memory: 1155 2022/08/07 17:41:23 - mmengine - INFO - Epoch(val) [8][1760/6282] eta: 0:04:42 time: 0.0625 data_time: 0.0028 memory: 1155 2022/08/07 17:41:25 - mmengine - INFO - Epoch(val) [8][1780/6282] eta: 0:04:30 time: 0.0602 data_time: 0.0023 memory: 1155 2022/08/07 17:41:26 - mmengine - INFO - Epoch(val) [8][1800/6282] eta: 0:04:37 time: 0.0620 data_time: 0.0032 memory: 1155 2022/08/07 17:41:27 - mmengine - INFO - Epoch(val) [8][1820/6282] eta: 0:04:23 time: 0.0591 data_time: 0.0023 memory: 1155 2022/08/07 17:41:28 - mmengine - INFO - Epoch(val) [8][1840/6282] eta: 0:04:13 time: 0.0570 data_time: 0.0020 memory: 1155 2022/08/07 17:41:29 - mmengine - INFO - Epoch(val) [8][1860/6282] eta: 0:04:21 time: 0.0591 data_time: 0.0020 memory: 1155 2022/08/07 17:41:31 - mmengine - INFO - Epoch(val) [8][1880/6282] eta: 0:04:48 time: 0.0655 data_time: 0.0025 memory: 1155 2022/08/07 17:41:32 - mmengine - INFO - Epoch(val) [8][1900/6282] eta: 0:04:38 time: 0.0634 data_time: 0.0025 memory: 1155 2022/08/07 17:41:33 - mmengine - INFO - Epoch(val) [8][1920/6282] eta: 0:04:21 time: 0.0599 data_time: 0.0023 memory: 1155 2022/08/07 17:41:34 - mmengine - INFO - Epoch(val) [8][1940/6282] eta: 0:04:11 time: 0.0580 data_time: 0.0022 memory: 1155 2022/08/07 17:41:35 - mmengine - INFO - Epoch(val) [8][1960/6282] eta: 0:03:20 time: 0.0464 data_time: 0.0018 memory: 1101 2022/08/07 17:41:36 - mmengine - INFO - Epoch(val) [8][1980/6282] eta: 0:03:24 time: 0.0475 data_time: 0.0018 memory: 1101 2022/08/07 17:41:37 - mmengine - INFO - Epoch(val) [8][2000/6282] eta: 0:03:23 time: 0.0474 data_time: 0.0018 memory: 1101 2022/08/07 17:41:38 - mmengine - INFO - Epoch(val) [8][2020/6282] eta: 0:03:20 time: 0.0469 data_time: 0.0019 memory: 1101 2022/08/07 17:41:39 - mmengine - INFO - Epoch(val) [8][2040/6282] eta: 0:03:20 time: 0.0473 data_time: 0.0021 memory: 1101 2022/08/07 17:41:41 - mmengine - INFO - Epoch(val) [8][2060/6282] eta: 0:05:26 time: 0.0773 data_time: 0.0024 memory: 1101 2022/08/07 17:41:42 - mmengine - INFO - Epoch(val) [8][2080/6282] eta: 0:03:18 time: 0.0472 data_time: 0.0018 memory: 1101 2022/08/07 17:41:42 - mmengine - INFO - Epoch(val) [8][2100/6282] eta: 0:03:21 time: 0.0482 data_time: 0.0019 memory: 1101 2022/08/07 17:41:43 - mmengine - INFO - Epoch(val) [8][2120/6282] eta: 0:03:17 time: 0.0474 data_time: 0.0018 memory: 1101 2022/08/07 17:41:44 - mmengine - INFO - Epoch(val) [8][2140/6282] eta: 0:03:14 time: 0.0470 data_time: 0.0019 memory: 1101 2022/08/07 17:41:45 - mmengine - INFO - Epoch(val) [8][2160/6282] eta: 0:03:15 time: 0.0475 data_time: 0.0019 memory: 1097 2022/08/07 17:41:46 - mmengine - INFO - Epoch(val) [8][2180/6282] eta: 0:03:15 time: 0.0476 data_time: 0.0018 memory: 1097 2022/08/07 17:41:47 - mmengine - INFO - Epoch(val) [8][2200/6282] eta: 0:03:11 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 17:41:48 - mmengine - INFO - Epoch(val) [8][2220/6282] eta: 0:03:08 time: 0.0463 data_time: 0.0018 memory: 1097 2022/08/07 17:41:49 - mmengine - INFO - Epoch(val) [8][2240/6282] eta: 0:03:09 time: 0.0470 data_time: 0.0016 memory: 1097 2022/08/07 17:41:50 - mmengine - INFO - Epoch(val) [8][2260/6282] eta: 0:03:13 time: 0.0482 data_time: 0.0018 memory: 1101 2022/08/07 17:41:51 - mmengine - INFO - Epoch(val) [8][2280/6282] eta: 0:03:17 time: 0.0493 data_time: 0.0019 memory: 1101 2022/08/07 17:41:52 - mmengine - INFO - Epoch(val) [8][2300/6282] eta: 0:03:15 time: 0.0492 data_time: 0.0021 memory: 1101 2022/08/07 17:41:53 - mmengine - INFO - Epoch(val) [8][2320/6282] eta: 0:03:18 time: 0.0501 data_time: 0.0024 memory: 1101 2022/08/07 17:41:54 - mmengine - INFO - Epoch(val) [8][2340/6282] eta: 0:03:12 time: 0.0487 data_time: 0.0016 memory: 1101 2022/08/07 17:41:55 - mmengine - INFO - Epoch(val) [8][2360/6282] eta: 0:03:14 time: 0.0497 data_time: 0.0020 memory: 1097 2022/08/07 17:41:56 - mmengine - INFO - Epoch(val) [8][2380/6282] eta: 0:03:18 time: 0.0510 data_time: 0.0020 memory: 1097 2022/08/07 17:41:57 - mmengine - INFO - Epoch(val) [8][2400/6282] eta: 0:03:18 time: 0.0511 data_time: 0.0020 memory: 1097 2022/08/07 17:41:58 - mmengine - INFO - Epoch(val) [8][2420/6282] eta: 0:03:20 time: 0.0519 data_time: 0.0023 memory: 1097 2022/08/07 17:41:59 - mmengine - INFO - Epoch(val) [8][2440/6282] eta: 0:03:28 time: 0.0543 data_time: 0.0028 memory: 1097 2022/08/07 17:42:01 - mmengine - INFO - Epoch(val) [8][2460/6282] eta: 0:05:32 time: 0.0870 data_time: 0.0025 memory: 1155 2022/08/07 17:42:02 - mmengine - INFO - Epoch(val) [8][2480/6282] eta: 0:03:53 time: 0.0615 data_time: 0.0026 memory: 1155 2022/08/07 17:42:03 - mmengine - INFO - Epoch(val) [8][2500/6282] eta: 0:03:50 time: 0.0610 data_time: 0.0027 memory: 1155 2022/08/07 17:42:05 - mmengine - INFO - Epoch(val) [8][2520/6282] eta: 0:03:35 time: 0.0573 data_time: 0.0023 memory: 1155 2022/08/07 17:42:06 - mmengine - INFO - Epoch(val) [8][2540/6282] eta: 0:03:31 time: 0.0565 data_time: 0.0018 memory: 1155 2022/08/07 17:42:07 - mmengine - INFO - Epoch(val) [8][2560/6282] eta: 0:03:38 time: 0.0587 data_time: 0.0019 memory: 1155 2022/08/07 17:42:08 - mmengine - INFO - Epoch(val) [8][2580/6282] eta: 0:03:34 time: 0.0581 data_time: 0.0020 memory: 1155 2022/08/07 17:42:09 - mmengine - INFO - Epoch(val) [8][2600/6282] eta: 0:03:33 time: 0.0580 data_time: 0.0020 memory: 1155 2022/08/07 17:42:10 - mmengine - INFO - Epoch(val) [8][2620/6282] eta: 0:03:37 time: 0.0595 data_time: 0.0024 memory: 1155 2022/08/07 17:42:12 - mmengine - INFO - Epoch(val) [8][2640/6282] eta: 0:03:38 time: 0.0599 data_time: 0.0021 memory: 1155 2022/08/07 17:42:13 - mmengine - INFO - Epoch(val) [8][2660/6282] eta: 0:04:10 time: 0.0690 data_time: 0.0022 memory: 1234 2022/08/07 17:42:14 - mmengine - INFO - Epoch(val) [8][2680/6282] eta: 0:04:19 time: 0.0721 data_time: 0.0030 memory: 1234 2022/08/07 17:42:16 - mmengine - INFO - Epoch(val) [8][2700/6282] eta: 0:04:14 time: 0.0710 data_time: 0.0025 memory: 1234 2022/08/07 17:42:17 - mmengine - INFO - Epoch(val) [8][2720/6282] eta: 0:04:11 time: 0.0706 data_time: 0.0031 memory: 1234 2022/08/07 17:42:19 - mmengine - INFO - Epoch(val) [8][2740/6282] eta: 0:03:56 time: 0.0667 data_time: 0.0021 memory: 1234 2022/08/07 17:42:20 - mmengine - INFO - Epoch(val) [8][2760/6282] eta: 0:04:51 time: 0.0829 data_time: 0.0021 memory: 1101 2022/08/07 17:42:21 - mmengine - INFO - Epoch(val) [8][2780/6282] eta: 0:02:52 time: 0.0493 data_time: 0.0023 memory: 1101 2022/08/07 17:42:22 - mmengine - INFO - Epoch(val) [8][2800/6282] eta: 0:02:50 time: 0.0489 data_time: 0.0024 memory: 1101 2022/08/07 17:42:23 - mmengine - INFO - Epoch(val) [8][2820/6282] eta: 0:02:49 time: 0.0490 data_time: 0.0019 memory: 1101 2022/08/07 17:42:24 - mmengine - INFO - Epoch(val) [8][2840/6282] eta: 0:02:48 time: 0.0488 data_time: 0.0021 memory: 1101 2022/08/07 17:42:25 - mmengine - INFO - Epoch(val) [8][2860/6282] eta: 0:03:08 time: 0.0551 data_time: 0.0022 memory: 1155 2022/08/07 17:42:26 - mmengine - INFO - Epoch(val) [8][2880/6282] eta: 0:03:10 time: 0.0560 data_time: 0.0019 memory: 1155 2022/08/07 17:42:28 - mmengine - INFO - Epoch(val) [8][2900/6282] eta: 0:03:05 time: 0.0549 data_time: 0.0018 memory: 1155 2022/08/07 17:42:29 - mmengine - INFO - Epoch(val) [8][2920/6282] eta: 0:02:49 time: 0.0505 data_time: 0.0018 memory: 1155 2022/08/07 17:42:30 - mmengine - INFO - Epoch(val) [8][2940/6282] eta: 0:02:48 time: 0.0503 data_time: 0.0019 memory: 1125 2022/08/07 17:42:31 - mmengine - INFO - Epoch(val) [8][2960/6282] eta: 0:02:43 time: 0.0491 data_time: 0.0018 memory: 1125 2022/08/07 17:42:32 - mmengine - INFO - Epoch(val) [8][2980/6282] eta: 0:02:41 time: 0.0488 data_time: 0.0018 memory: 1125 2022/08/07 17:42:33 - mmengine - INFO - Epoch(val) [8][3000/6282] eta: 0:02:42 time: 0.0495 data_time: 0.0020 memory: 1125 2022/08/07 17:42:34 - mmengine - INFO - Epoch(val) [8][3020/6282] eta: 0:04:32 time: 0.0836 data_time: 0.0021 memory: 1155 2022/08/07 17:42:35 - mmengine - INFO - Epoch(val) [8][3040/6282] eta: 0:03:08 time: 0.0580 data_time: 0.0020 memory: 1155 2022/08/07 17:42:37 - mmengine - INFO - Epoch(val) [8][3060/6282] eta: 0:03:02 time: 0.0565 data_time: 0.0020 memory: 1155 2022/08/07 17:42:38 - mmengine - INFO - Epoch(val) [8][3080/6282] eta: 0:03:03 time: 0.0573 data_time: 0.0023 memory: 1155 2022/08/07 17:42:39 - mmengine - INFO - Epoch(val) [8][3100/6282] eta: 0:02:47 time: 0.0527 data_time: 0.0018 memory: 1155 2022/08/07 17:42:40 - mmengine - INFO - Epoch(val) [8][3120/6282] eta: 0:02:38 time: 0.0501 data_time: 0.0021 memory: 1101 2022/08/07 17:42:41 - mmengine - INFO - Epoch(val) [8][3140/6282] eta: 0:02:32 time: 0.0484 data_time: 0.0018 memory: 1101 2022/08/07 17:42:42 - mmengine - INFO - Epoch(val) [8][3160/6282] eta: 0:02:30 time: 0.0483 data_time: 0.0020 memory: 1101 2022/08/07 17:42:43 - mmengine - INFO - Epoch(val) [8][3180/6282] eta: 0:02:28 time: 0.0479 data_time: 0.0017 memory: 1101 2022/08/07 17:42:44 - mmengine - INFO - Epoch(val) [8][3200/6282] eta: 0:02:43 time: 0.0532 data_time: 0.0019 memory: 1155 2022/08/07 17:42:45 - mmengine - INFO - Epoch(val) [8][3220/6282] eta: 0:02:52 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 17:42:46 - mmengine - INFO - Epoch(val) [8][3240/6282] eta: 0:03:26 time: 0.0680 data_time: 0.0019 memory: 1155 2022/08/07 17:42:47 - mmengine - INFO - Epoch(val) [8][3260/6282] eta: 0:02:55 time: 0.0580 data_time: 0.0020 memory: 1155 2022/08/07 17:42:49 - mmengine - INFO - Epoch(val) [8][3280/6282] eta: 0:03:01 time: 0.0606 data_time: 0.0020 memory: 1155 2022/08/07 17:42:50 - mmengine - INFO - Epoch(val) [8][3300/6282] eta: 0:02:54 time: 0.0586 data_time: 0.0021 memory: 1155 2022/08/07 17:42:51 - mmengine - INFO - Epoch(val) [8][3320/6282] eta: 0:02:49 time: 0.0571 data_time: 0.0018 memory: 1155 2022/08/07 17:42:52 - mmengine - INFO - Epoch(val) [8][3340/6282] eta: 0:02:46 time: 0.0567 data_time: 0.0019 memory: 1155 2022/08/07 17:42:53 - mmengine - INFO - Epoch(val) [8][3360/6282] eta: 0:02:52 time: 0.0590 data_time: 0.0020 memory: 1155 2022/08/07 17:42:54 - mmengine - INFO - Epoch(val) [8][3380/6282] eta: 0:02:43 time: 0.0563 data_time: 0.0021 memory: 1155 2022/08/07 17:42:55 - mmengine - INFO - Epoch(val) [8][3400/6282] eta: 0:02:21 time: 0.0490 data_time: 0.0022 memory: 1097 2022/08/07 17:42:56 - mmengine - INFO - Epoch(val) [8][3420/6282] eta: 0:02:18 time: 0.0482 data_time: 0.0018 memory: 1097 2022/08/07 17:42:57 - mmengine - INFO - Epoch(val) [8][3440/6282] eta: 0:02:19 time: 0.0490 data_time: 0.0022 memory: 1097 2022/08/07 17:42:58 - mmengine - INFO - Epoch(val) [8][3460/6282] eta: 0:02:16 time: 0.0483 data_time: 0.0017 memory: 1097 2022/08/07 17:42:59 - mmengine - INFO - Epoch(val) [8][3480/6282] eta: 0:02:16 time: 0.0486 data_time: 0.0018 memory: 1097 2022/08/07 17:43:01 - mmengine - INFO - Epoch(val) [8][3500/6282] eta: 0:03:33 time: 0.0768 data_time: 0.0021 memory: 1097 2022/08/07 17:43:02 - mmengine - INFO - Epoch(val) [8][3520/6282] eta: 0:02:17 time: 0.0496 data_time: 0.0022 memory: 1097 2022/08/07 17:43:03 - mmengine - INFO - Epoch(val) [8][3540/6282] eta: 0:02:18 time: 0.0504 data_time: 0.0025 memory: 1097 2022/08/07 17:43:04 - mmengine - INFO - Epoch(val) [8][3560/6282] eta: 0:02:12 time: 0.0486 data_time: 0.0018 memory: 1097 2022/08/07 17:43:05 - mmengine - INFO - Epoch(val) [8][3580/6282] eta: 0:02:16 time: 0.0505 data_time: 0.0019 memory: 1139 2022/08/07 17:43:06 - mmengine - INFO - Epoch(val) [8][3600/6282] eta: 0:02:22 time: 0.0530 data_time: 0.0019 memory: 1139 2022/08/07 17:43:07 - mmengine - INFO - Epoch(val) [8][3620/6282] eta: 0:02:20 time: 0.0528 data_time: 0.0020 memory: 1139 2022/08/07 17:43:08 - mmengine - INFO - Epoch(val) [8][3640/6282] eta: 0:02:16 time: 0.0516 data_time: 0.0018 memory: 1139 2022/08/07 17:43:09 - mmengine - INFO - Epoch(val) [8][3660/6282] eta: 0:02:17 time: 0.0524 data_time: 0.0019 memory: 1139 2022/08/07 17:43:10 - mmengine - INFO - Epoch(val) [8][3680/6282] eta: 0:02:29 time: 0.0575 data_time: 0.0029 memory: 1155 2022/08/07 17:43:11 - mmengine - INFO - Epoch(val) [8][3700/6282] eta: 0:02:28 time: 0.0573 data_time: 0.0021 memory: 1155 2022/08/07 17:43:12 - mmengine - INFO - Epoch(val) [8][3720/6282] eta: 0:02:24 time: 0.0563 data_time: 0.0018 memory: 1155 2022/08/07 17:43:14 - mmengine - INFO - Epoch(val) [8][3740/6282] eta: 0:02:23 time: 0.0566 data_time: 0.0020 memory: 1155 2022/08/07 17:43:15 - mmengine - INFO - Epoch(val) [8][3760/6282] eta: 0:02:22 time: 0.0565 data_time: 0.0020 memory: 1155 2022/08/07 17:43:16 - mmengine - INFO - Epoch(val) [8][3780/6282] eta: 0:02:19 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 17:43:17 - mmengine - INFO - Epoch(val) [8][3800/6282] eta: 0:02:20 time: 0.0565 data_time: 0.0019 memory: 1155 2022/08/07 17:43:18 - mmengine - INFO - Epoch(val) [8][3820/6282] eta: 0:02:18 time: 0.0564 data_time: 0.0020 memory: 1155 2022/08/07 17:43:19 - mmengine - INFO - Epoch(val) [8][3840/6282] eta: 0:02:14 time: 0.0552 data_time: 0.0018 memory: 1155 2022/08/07 17:43:21 - mmengine - INFO - Epoch(val) [8][3860/6282] eta: 0:03:13 time: 0.0797 data_time: 0.0024 memory: 1155 2022/08/07 17:43:22 - mmengine - INFO - Epoch(val) [8][3880/6282] eta: 0:02:13 time: 0.0555 data_time: 0.0019 memory: 1155 2022/08/07 17:43:23 - mmengine - INFO - Epoch(val) [8][3900/6282] eta: 0:02:17 time: 0.0575 data_time: 0.0020 memory: 1155 2022/08/07 17:43:24 - mmengine - INFO - Epoch(val) [8][3920/6282] eta: 0:02:12 time: 0.0561 data_time: 0.0018 memory: 1155 2022/08/07 17:43:25 - mmengine - INFO - Epoch(val) [8][3940/6282] eta: 0:02:12 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 17:43:26 - mmengine - INFO - Epoch(val) [8][3960/6282] eta: 0:02:11 time: 0.0566 data_time: 0.0021 memory: 1155 2022/08/07 17:43:28 - mmengine - INFO - Epoch(val) [8][3980/6282] eta: 0:02:08 time: 0.0559 data_time: 0.0018 memory: 1155 2022/08/07 17:43:29 - mmengine - INFO - Epoch(val) [8][4000/6282] eta: 0:02:11 time: 0.0576 data_time: 0.0021 memory: 1155 2022/08/07 17:43:30 - mmengine - INFO - Epoch(val) [8][4020/6282] eta: 0:02:15 time: 0.0601 data_time: 0.0019 memory: 1155 2022/08/07 17:43:31 - mmengine - INFO - Epoch(val) [8][4040/6282] eta: 0:02:14 time: 0.0599 data_time: 0.0019 memory: 1234 2022/08/07 17:43:33 - mmengine - INFO - Epoch(val) [8][4060/6282] eta: 0:02:43 time: 0.0736 data_time: 0.0024 memory: 1234 2022/08/07 17:43:34 - mmengine - INFO - Epoch(val) [8][4080/6282] eta: 0:02:37 time: 0.0717 data_time: 0.0025 memory: 1234 2022/08/07 17:43:36 - mmengine - INFO - Epoch(val) [8][4100/6282] eta: 0:02:37 time: 0.0722 data_time: 0.0027 memory: 1234 2022/08/07 17:43:37 - mmengine - INFO - Epoch(val) [8][4120/6282] eta: 0:02:35 time: 0.0718 data_time: 0.0034 memory: 1234 2022/08/07 17:43:38 - mmengine - INFO - Epoch(val) [8][4140/6282] eta: 0:02:16 time: 0.0636 data_time: 0.0023 memory: 1234 2022/08/07 17:43:39 - mmengine - INFO - Epoch(val) [8][4160/6282] eta: 0:01:40 time: 0.0473 data_time: 0.0021 memory: 1097 2022/08/07 17:43:41 - mmengine - INFO - Epoch(val) [8][4180/6282] eta: 0:02:29 time: 0.0712 data_time: 0.0022 memory: 1097 2022/08/07 17:43:42 - mmengine - INFO - Epoch(val) [8][4200/6282] eta: 0:01:37 time: 0.0469 data_time: 0.0021 memory: 1097 2022/08/07 17:43:43 - mmengine - INFO - Epoch(val) [8][4220/6282] eta: 0:01:39 time: 0.0483 data_time: 0.0016 memory: 1097 2022/08/07 17:43:44 - mmengine - INFO - Epoch(val) [8][4240/6282] eta: 0:01:38 time: 0.0485 data_time: 0.0017 memory: 1097 2022/08/07 17:43:44 - mmengine - INFO - Epoch(val) [8][4260/6282] eta: 0:01:34 time: 0.0469 data_time: 0.0016 memory: 1096 2022/08/07 17:43:45 - mmengine - INFO - Epoch(val) [8][4280/6282] eta: 0:01:37 time: 0.0487 data_time: 0.0017 memory: 1096 2022/08/07 17:43:46 - mmengine - INFO - Epoch(val) [8][4300/6282] eta: 0:01:36 time: 0.0487 data_time: 0.0016 memory: 1096 2022/08/07 17:43:47 - mmengine - INFO - Epoch(val) [8][4320/6282] eta: 0:01:37 time: 0.0498 data_time: 0.0019 memory: 1096 2022/08/07 17:43:48 - mmengine - INFO - Epoch(val) [8][4340/6282] eta: 0:01:31 time: 0.0472 data_time: 0.0016 memory: 1096 2022/08/07 17:43:49 - mmengine - INFO - Epoch(val) [8][4360/6282] eta: 0:01:49 time: 0.0568 data_time: 0.0019 memory: 1155 2022/08/07 17:43:51 - mmengine - INFO - Epoch(val) [8][4380/6282] eta: 0:01:51 time: 0.0584 data_time: 0.0022 memory: 1155 2022/08/07 17:43:52 - mmengine - INFO - Epoch(val) [8][4400/6282] eta: 0:01:49 time: 0.0581 data_time: 0.0020 memory: 1155 2022/08/07 17:43:53 - mmengine - INFO - Epoch(val) [8][4420/6282] eta: 0:01:50 time: 0.0593 data_time: 0.0019 memory: 1155 2022/08/07 17:43:54 - mmengine - INFO - Epoch(val) [8][4440/6282] eta: 0:01:49 time: 0.0594 data_time: 0.0020 memory: 1163 2022/08/07 17:43:55 - mmengine - INFO - Epoch(val) [8][4460/6282] eta: 0:01:45 time: 0.0580 data_time: 0.0021 memory: 1163 2022/08/07 17:43:57 - mmengine - INFO - Epoch(val) [8][4480/6282] eta: 0:01:42 time: 0.0567 data_time: 0.0019 memory: 1163 2022/08/07 17:43:58 - mmengine - INFO - Epoch(val) [8][4500/6282] eta: 0:01:39 time: 0.0561 data_time: 0.0020 memory: 1163 2022/08/07 17:43:59 - mmengine - INFO - Epoch(val) [8][4520/6282] eta: 0:01:35 time: 0.0541 data_time: 0.0019 memory: 1163 2022/08/07 17:44:00 - mmengine - INFO - Epoch(val) [8][4540/6282] eta: 0:02:06 time: 0.0728 data_time: 0.0017 memory: 1101 2022/08/07 17:44:01 - mmengine - INFO - Epoch(val) [8][4560/6282] eta: 0:01:25 time: 0.0494 data_time: 0.0020 memory: 1101 2022/08/07 17:44:02 - mmengine - INFO - Epoch(val) [8][4580/6282] eta: 0:01:26 time: 0.0509 data_time: 0.0026 memory: 1101 2022/08/07 17:44:03 - mmengine - INFO - Epoch(val) [8][4600/6282] eta: 0:01:24 time: 0.0500 data_time: 0.0025 memory: 1101 2022/08/07 17:44:04 - mmengine - INFO - Epoch(val) [8][4620/6282] eta: 0:01:18 time: 0.0475 data_time: 0.0020 memory: 1101 2022/08/07 17:44:05 - mmengine - INFO - Epoch(val) [8][4640/6282] eta: 0:01:35 time: 0.0580 data_time: 0.0024 memory: 1163 2022/08/07 17:44:06 - mmengine - INFO - Epoch(val) [8][4660/6282] eta: 0:01:33 time: 0.0576 data_time: 0.0018 memory: 1163 2022/08/07 17:44:08 - mmengine - INFO - Epoch(val) [8][4680/6282] eta: 0:01:29 time: 0.0562 data_time: 0.0017 memory: 1163 2022/08/07 17:44:09 - mmengine - INFO - Epoch(val) [8][4700/6282] eta: 0:01:27 time: 0.0556 data_time: 0.0017 memory: 1163 2022/08/07 17:44:10 - mmengine - INFO - Epoch(val) [8][4720/6282] eta: 0:01:29 time: 0.0573 data_time: 0.0023 memory: 1163 2022/08/07 17:44:11 - mmengine - INFO - Epoch(val) [8][4740/6282] eta: 0:01:17 time: 0.0505 data_time: 0.0019 memory: 1122 2022/08/07 17:44:12 - mmengine - INFO - Epoch(val) [8][4760/6282] eta: 0:01:14 time: 0.0489 data_time: 0.0017 memory: 1122 2022/08/07 17:44:13 - mmengine - INFO - Epoch(val) [8][4780/6282] eta: 0:01:13 time: 0.0491 data_time: 0.0017 memory: 1122 2022/08/07 17:44:14 - mmengine - INFO - Epoch(val) [8][4800/6282] eta: 0:01:14 time: 0.0506 data_time: 0.0018 memory: 1122 2022/08/07 17:44:15 - mmengine - INFO - Epoch(val) [8][4820/6282] eta: 0:01:15 time: 0.0516 data_time: 0.0016 memory: 1155 2022/08/07 17:44:16 - mmengine - INFO - Epoch(val) [8][4840/6282] eta: 0:01:19 time: 0.0553 data_time: 0.0019 memory: 1155 2022/08/07 17:44:17 - mmengine - INFO - Epoch(val) [8][4860/6282] eta: 0:01:21 time: 0.0570 data_time: 0.0020 memory: 1155 2022/08/07 17:44:18 - mmengine - INFO - Epoch(val) [8][4880/6282] eta: 0:01:21 time: 0.0579 data_time: 0.0019 memory: 1155 2022/08/07 17:44:19 - mmengine - INFO - Epoch(val) [8][4900/6282] eta: 0:01:19 time: 0.0572 data_time: 0.0018 memory: 1155 2022/08/07 17:44:21 - mmengine - INFO - Epoch(val) [8][4920/6282] eta: 0:01:53 time: 0.0836 data_time: 0.0025 memory: 1158 2022/08/07 17:44:22 - mmengine - INFO - Epoch(val) [8][4940/6282] eta: 0:01:21 time: 0.0607 data_time: 0.0019 memory: 1158 2022/08/07 17:44:24 - mmengine - INFO - Epoch(val) [8][4960/6282] eta: 0:01:14 time: 0.0566 data_time: 0.0021 memory: 1158 2022/08/07 17:44:25 - mmengine - INFO - Epoch(val) [8][4980/6282] eta: 0:01:17 time: 0.0598 data_time: 0.0022 memory: 1158 2022/08/07 17:44:26 - mmengine - INFO - Epoch(val) [8][5000/6282] eta: 0:01:16 time: 0.0598 data_time: 0.0018 memory: 1158 2022/08/07 17:44:27 - mmengine - INFO - Epoch(val) [8][5020/6282] eta: 0:01:09 time: 0.0553 data_time: 0.0022 memory: 1158 2022/08/07 17:44:28 - mmengine - INFO - Epoch(val) [8][5040/6282] eta: 0:00:57 time: 0.0461 data_time: 0.0020 memory: 1101 2022/08/07 17:44:29 - mmengine - INFO - Epoch(val) [8][5060/6282] eta: 0:00:57 time: 0.0471 data_time: 0.0018 memory: 1101 2022/08/07 17:44:30 - mmengine - INFO - Epoch(val) [8][5080/6282] eta: 0:01:02 time: 0.0519 data_time: 0.0023 memory: 1101 2022/08/07 17:44:31 - mmengine - INFO - Epoch(val) [8][5100/6282] eta: 0:00:56 time: 0.0478 data_time: 0.0019 memory: 1101 2022/08/07 17:44:32 - mmengine - INFO - Epoch(val) [8][5120/6282] eta: 0:00:56 time: 0.0486 data_time: 0.0019 memory: 1101 2022/08/07 17:44:33 - mmengine - INFO - Epoch(val) [8][5140/6282] eta: 0:00:56 time: 0.0493 data_time: 0.0019 memory: 1097 2022/08/07 17:44:34 - mmengine - INFO - Epoch(val) [8][5160/6282] eta: 0:00:53 time: 0.0478 data_time: 0.0019 memory: 1097 2022/08/07 17:44:35 - mmengine - INFO - Epoch(val) [8][5180/6282] eta: 0:00:51 time: 0.0468 data_time: 0.0018 memory: 1097 2022/08/07 17:44:36 - mmengine - INFO - Epoch(val) [8][5200/6282] eta: 0:00:51 time: 0.0476 data_time: 0.0019 memory: 1097 2022/08/07 17:44:37 - mmengine - INFO - Epoch(val) [8][5220/6282] eta: 0:00:49 time: 0.0471 data_time: 0.0018 memory: 1097 2022/08/07 17:44:38 - mmengine - INFO - Epoch(val) [8][5240/6282] eta: 0:00:52 time: 0.0504 data_time: 0.0021 memory: 1096 2022/08/07 17:44:39 - mmengine - INFO - Epoch(val) [8][5260/6282] eta: 0:00:48 time: 0.0471 data_time: 0.0019 memory: 1096 2022/08/07 17:44:40 - mmengine - INFO - Epoch(val) [8][5280/6282] eta: 0:00:47 time: 0.0470 data_time: 0.0019 memory: 1096 2022/08/07 17:44:41 - mmengine - INFO - Epoch(val) [8][5300/6282] eta: 0:01:09 time: 0.0708 data_time: 0.0020 memory: 1096 2022/08/07 17:44:42 - mmengine - INFO - Epoch(val) [8][5320/6282] eta: 0:00:47 time: 0.0494 data_time: 0.0028 memory: 1097 2022/08/07 17:44:43 - mmengine - INFO - Epoch(val) [8][5340/6282] eta: 0:00:45 time: 0.0481 data_time: 0.0019 memory: 1097 2022/08/07 17:44:44 - mmengine - INFO - Epoch(val) [8][5360/6282] eta: 0:00:43 time: 0.0477 data_time: 0.0022 memory: 1097 2022/08/07 17:44:45 - mmengine - INFO - Epoch(val) [8][5380/6282] eta: 0:00:44 time: 0.0498 data_time: 0.0026 memory: 1097 2022/08/07 17:44:46 - mmengine - INFO - Epoch(val) [8][5400/6282] eta: 0:00:43 time: 0.0492 data_time: 0.0020 memory: 1097 2022/08/07 17:44:47 - mmengine - INFO - Epoch(val) [8][5420/6282] eta: 0:00:41 time: 0.0487 data_time: 0.0020 memory: 1097 2022/08/07 17:44:48 - mmengine - INFO - Epoch(val) [8][5440/6282] eta: 0:00:40 time: 0.0476 data_time: 0.0025 memory: 1097 2022/08/07 17:44:49 - mmengine - INFO - Epoch(val) [8][5460/6282] eta: 0:00:39 time: 0.0482 data_time: 0.0018 memory: 1097 2022/08/07 17:44:50 - mmengine - INFO - Epoch(val) [8][5480/6282] eta: 0:00:39 time: 0.0496 data_time: 0.0021 memory: 1097 2022/08/07 17:44:51 - mmengine - INFO - Epoch(val) [8][5500/6282] eta: 0:00:36 time: 0.0471 data_time: 0.0019 memory: 1097 2022/08/07 17:44:52 - mmengine - INFO - Epoch(val) [8][5520/6282] eta: 0:00:36 time: 0.0480 data_time: 0.0020 memory: 1118 2022/08/07 17:44:53 - mmengine - INFO - Epoch(val) [8][5540/6282] eta: 0:00:36 time: 0.0495 data_time: 0.0020 memory: 1118 2022/08/07 17:44:54 - mmengine - INFO - Epoch(val) [8][5560/6282] eta: 0:00:34 time: 0.0479 data_time: 0.0018 memory: 1118 2022/08/07 17:44:55 - mmengine - INFO - Epoch(val) [8][5580/6282] eta: 0:00:33 time: 0.0483 data_time: 0.0020 memory: 1118 2022/08/07 17:44:56 - mmengine - INFO - Epoch(val) [8][5600/6282] eta: 0:00:32 time: 0.0483 data_time: 0.0019 memory: 1118 2022/08/07 17:44:57 - mmengine - INFO - Epoch(val) [8][5620/6282] eta: 0:00:32 time: 0.0484 data_time: 0.0018 memory: 1118 2022/08/07 17:44:58 - mmengine - INFO - Epoch(val) [8][5640/6282] eta: 0:00:30 time: 0.0480 data_time: 0.0021 memory: 1097 2022/08/07 17:44:59 - mmengine - INFO - Epoch(val) [8][5660/6282] eta: 0:00:30 time: 0.0486 data_time: 0.0024 memory: 1097 2022/08/07 17:44:59 - mmengine - INFO - Epoch(val) [8][5680/6282] eta: 0:00:28 time: 0.0480 data_time: 0.0018 memory: 1097 2022/08/07 17:45:01 - mmengine - INFO - Epoch(val) [8][5700/6282] eta: 0:00:43 time: 0.0742 data_time: 0.0026 memory: 1097 2022/08/07 17:45:02 - mmengine - INFO - Epoch(val) [8][5720/6282] eta: 0:00:28 time: 0.0499 data_time: 0.0018 memory: 1130 2022/08/07 17:45:03 - mmengine - INFO - Epoch(val) [8][5740/6282] eta: 0:00:27 time: 0.0498 data_time: 0.0018 memory: 1130 2022/08/07 17:45:04 - mmengine - INFO - Epoch(val) [8][5760/6282] eta: 0:00:25 time: 0.0488 data_time: 0.0019 memory: 1130 2022/08/07 17:45:05 - mmengine - INFO - Epoch(val) [8][5780/6282] eta: 0:00:24 time: 0.0496 data_time: 0.0019 memory: 1130 2022/08/07 17:45:06 - mmengine - INFO - Epoch(val) [8][5800/6282] eta: 0:00:24 time: 0.0511 data_time: 0.0019 memory: 1130 2022/08/07 17:45:07 - mmengine - INFO - Epoch(val) [8][5820/6282] eta: 0:00:23 time: 0.0508 data_time: 0.0017 memory: 1130 2022/08/07 17:45:08 - mmengine - INFO - Epoch(val) [8][5840/6282] eta: 0:00:22 time: 0.0507 data_time: 0.0020 memory: 1118 2022/08/07 17:45:09 - mmengine - INFO - Epoch(val) [8][5860/6282] eta: 0:00:21 time: 0.0498 data_time: 0.0018 memory: 1118 2022/08/07 17:45:10 - mmengine - INFO - Epoch(val) [8][5880/6282] eta: 0:00:20 time: 0.0518 data_time: 0.0021 memory: 1118 2022/08/07 17:45:11 - mmengine - INFO - Epoch(val) [8][5900/6282] eta: 0:00:19 time: 0.0510 data_time: 0.0018 memory: 1118 2022/08/07 17:45:12 - mmengine - INFO - Epoch(val) [8][5920/6282] eta: 0:00:17 time: 0.0484 data_time: 0.0017 memory: 1118 2022/08/07 17:45:13 - mmengine - INFO - Epoch(val) [8][5940/6282] eta: 0:00:17 time: 0.0504 data_time: 0.0021 memory: 1097 2022/08/07 17:45:14 - mmengine - INFO - Epoch(val) [8][5960/6282] eta: 0:00:16 time: 0.0509 data_time: 0.0026 memory: 1097 2022/08/07 17:45:15 - mmengine - INFO - Epoch(val) [8][5980/6282] eta: 0:00:15 time: 0.0499 data_time: 0.0020 memory: 1097 2022/08/07 17:45:16 - mmengine - INFO - Epoch(val) [8][6000/6282] eta: 0:00:15 time: 0.0537 data_time: 0.0018 memory: 1155 2022/08/07 17:45:17 - mmengine - INFO - Epoch(val) [8][6020/6282] eta: 0:00:14 time: 0.0568 data_time: 0.0019 memory: 1155 2022/08/07 17:45:18 - mmengine - INFO - Epoch(val) [8][6040/6282] eta: 0:00:13 time: 0.0556 data_time: 0.0017 memory: 1155 2022/08/07 17:45:20 - mmengine - INFO - Epoch(val) [8][6060/6282] eta: 0:00:12 time: 0.0546 data_time: 0.0017 memory: 1155 2022/08/07 17:45:21 - mmengine - INFO - Epoch(val) [8][6080/6282] eta: 0:00:16 time: 0.0801 data_time: 0.0022 memory: 1155 2022/08/07 17:45:22 - mmengine - INFO - Epoch(val) [8][6100/6282] eta: 0:00:09 time: 0.0549 data_time: 0.0018 memory: 1155 2022/08/07 17:45:23 - mmengine - INFO - Epoch(val) [8][6120/6282] eta: 0:00:08 time: 0.0542 data_time: 0.0017 memory: 1155 2022/08/07 17:45:24 - mmengine - INFO - Epoch(val) [8][6140/6282] eta: 0:00:07 time: 0.0536 data_time: 0.0016 memory: 1155 2022/08/07 17:45:25 - mmengine - INFO - Epoch(val) [8][6160/6282] eta: 0:00:06 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 17:45:27 - mmengine - INFO - Epoch(val) [8][6180/6282] eta: 0:00:05 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 17:45:28 - mmengine - INFO - Epoch(val) [8][6200/6282] eta: 0:00:04 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 17:45:29 - mmengine - INFO - Epoch(val) [8][6220/6282] eta: 0:00:03 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 17:45:30 - mmengine - INFO - Epoch(val) [8][6240/6282] eta: 0:00:02 time: 0.0548 data_time: 0.0019 memory: 1155 2022/08/07 17:45:31 - mmengine - INFO - Epoch(val) [8][6260/6282] eta: 0:00:01 time: 0.0573 data_time: 0.0053 memory: 1155 2022/08/07 17:45:32 - mmengine - INFO - Epoch(val) [8][6280/6282] eta: 0:00:00 time: 0.0534 data_time: 0.0015 memory: 1155 2022/08/07 17:49:49 - mmengine - INFO - Epoch(val) [8][6282/6282] mAP/mAP@0.5IOU: 0.2426 2022/08/07 17:49:49 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_7.pth is removed 2022/08/07 17:49:52 - mmengine - INFO - The best checkpoint with 0.2426 mAP/mAP@0.5IOU at 9 epoch is saved to best_mAP/mAP@0.5IOU_epoch_9.pth. 2022/08/07 17:50:11 - mmengine - INFO - Epoch(train) [9][20/1441] lr: 2.0000e-01 eta: 4:30:30 time: 0.9088 data_time: 0.0558 memory: 23477 grad_norm: 0.1050 recall@thr=0.5: 0.7618 prec@thr=0.5: 0.7439 recall@top3: 0.8813 prec@top3: 0.6911 recall@top5: 0.9561 prec@top5: 0.4634 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 17:50:29 - mmengine - INFO - Epoch(train) [9][40/1441] lr: 2.0000e-01 eta: 4:30:10 time: 0.9091 data_time: 0.0237 memory: 23477 grad_norm: 0.1071 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.7958 recall@top3: 0.7979 prec@top3: 0.6250 recall@top5: 0.9208 prec@top5: 0.4350 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 17:50:47 - mmengine - INFO - Epoch(train) [9][60/1441] lr: 2.0000e-01 eta: 4:29:51 time: 0.9304 data_time: 0.0246 memory: 23477 grad_norm: 0.1127 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.7448 recall@top3: 0.8160 prec@top3: 0.6181 recall@top5: 0.9167 prec@top5: 0.4292 loss_action_cls: 0.0434 loss: 0.0434 2022/08/07 17:51:05 - mmengine - INFO - Epoch(train) [9][80/1441] lr: 2.0000e-01 eta: 4:29:31 time: 0.9057 data_time: 0.0226 memory: 23477 grad_norm: 0.1087 recall@thr=0.5: 0.6438 prec@thr=0.5: 0.6542 recall@top3: 0.6833 prec@top3: 0.5417 recall@top5: 0.7958 prec@top5: 0.3900 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 17:51:24 - mmengine - INFO - Epoch(train) [9][100/1441] lr: 2.0000e-01 eta: 4:29:12 time: 0.9323 data_time: 0.0285 memory: 23477 grad_norm: 0.1097 recall@thr=0.5: 0.7268 prec@thr=0.5: 0.8575 recall@top3: 0.8408 prec@top3: 0.7585 recall@top5: 0.9512 prec@top5: 0.5333 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 17:51:43 - mmengine - INFO - Epoch(train) [9][120/1441] lr: 2.0000e-01 eta: 4:28:53 time: 0.9243 data_time: 0.0291 memory: 23477 grad_norm: 0.1177 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.8503 recall@top3: 0.8007 prec@top3: 0.7347 recall@top5: 0.9500 prec@top5: 0.5306 loss_action_cls: 0.0400 loss: 0.0400 2022/08/07 17:52:01 - mmengine - INFO - Epoch(train) [9][140/1441] lr: 2.0000e-01 eta: 4:28:34 time: 0.9200 data_time: 0.0247 memory: 23477 grad_norm: 0.1117 recall@thr=0.5: 0.7317 prec@thr=0.5: 0.7927 recall@top3: 0.8354 prec@top3: 0.7480 recall@top5: 0.9695 prec@top5: 0.5220 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 17:52:20 - mmengine - INFO - Epoch(train) [9][160/1441] lr: 2.0000e-01 eta: 4:28:15 time: 0.9356 data_time: 0.0273 memory: 23477 grad_norm: 0.1108 recall@thr=0.5: 0.6515 prec@thr=0.5: 0.6858 recall@top3: 0.7727 prec@top3: 0.6848 recall@top5: 0.9333 prec@top5: 0.5164 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 17:52:38 - mmengine - INFO - Epoch(train) [9][180/1441] lr: 2.0000e-01 eta: 4:27:55 time: 0.9152 data_time: 0.0244 memory: 23477 grad_norm: 0.1025 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.7906 recall@top3: 0.7744 prec@top3: 0.6410 recall@top5: 0.8607 prec@top5: 0.4359 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 17:52:56 - mmengine - INFO - Epoch(train) [9][200/1441] lr: 2.0000e-01 eta: 4:27:36 time: 0.9134 data_time: 0.0228 memory: 23477 grad_norm: 0.1120 recall@thr=0.5: 0.7120 prec@thr=0.5: 0.7717 recall@top3: 0.8986 prec@top3: 0.6739 recall@top5: 0.9638 prec@top5: 0.4435 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 17:53:14 - mmengine - INFO - Epoch(train) [9][220/1441] lr: 2.0000e-01 eta: 4:27:16 time: 0.8986 data_time: 0.0254 memory: 23477 grad_norm: 0.1090 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.8411 recall@top3: 0.8643 prec@top3: 0.6977 recall@top5: 0.9884 prec@top5: 0.4930 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 17:53:32 - mmengine - INFO - Epoch(train) [9][240/1441] lr: 2.0000e-01 eta: 4:26:56 time: 0.9071 data_time: 0.0230 memory: 23477 grad_norm: 0.1089 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8646 recall@top3: 0.8385 prec@top3: 0.6042 recall@top5: 0.9531 prec@top5: 0.4250 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 17:53:50 - mmengine - INFO - Epoch(train) [9][260/1441] lr: 2.0000e-01 eta: 4:26:36 time: 0.8875 data_time: 0.0279 memory: 23477 grad_norm: 0.1099 recall@thr=0.5: 0.7610 prec@thr=0.5: 0.7193 recall@top3: 0.8114 prec@top3: 0.5439 recall@top5: 0.9605 prec@top5: 0.4000 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 17:54:08 - mmengine - INFO - Epoch(train) [9][280/1441] lr: 2.0000e-01 eta: 4:26:16 time: 0.9123 data_time: 0.0222 memory: 23477 grad_norm: 0.1084 recall@thr=0.5: 0.6554 prec@thr=0.5: 0.6982 recall@top3: 0.8446 prec@top3: 0.7027 recall@top5: 0.9324 prec@top5: 0.4703 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 17:54:27 - mmengine - INFO - Epoch(train) [9][300/1441] lr: 2.0000e-01 eta: 4:25:57 time: 0.9234 data_time: 0.0247 memory: 23477 grad_norm: 0.1118 recall@thr=0.5: 0.7295 prec@thr=0.5: 0.8348 recall@top3: 0.8164 prec@top3: 0.7083 recall@top5: 0.9476 prec@top5: 0.5000 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 17:54:45 - mmengine - INFO - Epoch(train) [9][320/1441] lr: 2.0000e-01 eta: 4:25:37 time: 0.9096 data_time: 0.0246 memory: 23477 grad_norm: 0.1107 recall@thr=0.5: 0.7286 prec@thr=0.5: 0.7974 recall@top3: 0.8034 prec@top3: 0.6581 recall@top5: 0.9103 prec@top5: 0.4615 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 17:55:04 - mmengine - INFO - Epoch(train) [9][340/1441] lr: 2.0000e-01 eta: 4:25:18 time: 0.9392 data_time: 0.0300 memory: 23477 grad_norm: 0.1073 recall@thr=0.5: 0.8173 prec@thr=0.5: 0.8553 recall@top3: 0.8816 prec@top3: 0.6608 recall@top5: 0.9488 prec@top5: 0.4351 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 17:55:22 - mmengine - INFO - Epoch(train) [9][360/1441] lr: 2.0000e-01 eta: 4:24:59 time: 0.9133 data_time: 0.0226 memory: 23477 grad_norm: 0.1094 recall@thr=0.5: 0.6867 prec@thr=0.5: 0.8100 recall@top3: 0.8333 prec@top3: 0.6200 recall@top5: 0.9600 prec@top5: 0.4440 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 17:55:40 - mmengine - INFO - Epoch(train) [9][380/1441] lr: 2.0000e-01 eta: 4:24:39 time: 0.8916 data_time: 0.0280 memory: 23477 grad_norm: 0.1071 recall@thr=0.5: 0.6739 prec@thr=0.5: 0.7629 recall@top3: 0.7256 prec@top3: 0.7299 recall@top5: 0.8922 prec@top5: 0.5310 loss_action_cls: 0.0402 loss: 0.0402 2022/08/07 17:55:58 - mmengine - INFO - Epoch(train) [9][400/1441] lr: 2.0000e-01 eta: 4:24:19 time: 0.9026 data_time: 0.0231 memory: 23477 grad_norm: 0.1146 recall@thr=0.5: 0.7465 prec@thr=0.5: 0.8319 recall@top3: 0.7766 prec@top3: 0.6879 recall@top5: 0.9025 prec@top5: 0.5021 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 17:56:16 - mmengine - INFO - Epoch(train) [9][420/1441] lr: 2.0000e-01 eta: 4:24:00 time: 0.9187 data_time: 0.0288 memory: 23477 grad_norm: 0.1046 recall@thr=0.5: 0.7561 prec@thr=0.5: 0.8211 recall@top3: 0.8638 prec@top3: 0.6585 recall@top5: 0.9695 prec@top5: 0.4585 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 17:56:35 - mmengine - INFO - Epoch(train) [9][440/1441] lr: 2.0000e-01 eta: 4:23:41 time: 0.9394 data_time: 0.0212 memory: 23477 grad_norm: 0.1100 recall@thr=0.5: 0.6424 prec@thr=0.5: 0.6326 recall@top3: 0.7135 prec@top3: 0.6319 recall@top5: 0.9097 prec@top5: 0.5000 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 17:56:54 - mmengine - INFO - Epoch(train) [9][460/1441] lr: 2.0000e-01 eta: 4:23:22 time: 0.9237 data_time: 0.0262 memory: 23477 grad_norm: 0.1071 recall@thr=0.5: 0.7056 prec@thr=0.5: 0.7741 recall@top3: 0.8037 prec@top3: 0.6815 recall@top5: 0.9574 prec@top5: 0.4933 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 17:57:04 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 17:57:12 - mmengine - INFO - Epoch(train) [9][480/1441] lr: 2.0000e-01 eta: 4:23:02 time: 0.9078 data_time: 0.0221 memory: 23477 grad_norm: 0.1080 recall@thr=0.5: 0.7036 prec@thr=0.5: 0.7787 recall@top3: 0.8142 prec@top3: 0.6721 recall@top5: 0.9016 prec@top5: 0.4492 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 17:57:30 - mmengine - INFO - Epoch(train) [9][500/1441] lr: 2.0000e-01 eta: 4:22:43 time: 0.9168 data_time: 0.0302 memory: 23477 grad_norm: 0.1069 recall@thr=0.5: 0.6553 prec@thr=0.5: 0.7098 recall@top3: 0.7917 prec@top3: 0.6667 recall@top5: 0.8617 prec@top5: 0.4455 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 17:57:48 - mmengine - INFO - Epoch(train) [9][520/1441] lr: 2.0000e-01 eta: 4:22:23 time: 0.9051 data_time: 0.0217 memory: 23477 grad_norm: 0.1153 recall@thr=0.5: 0.7564 prec@thr=0.5: 0.8137 recall@top3: 0.8718 prec@top3: 0.6496 recall@top5: 0.9444 prec@top5: 0.4359 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 17:58:07 - mmengine - INFO - Epoch(train) [9][540/1441] lr: 2.0000e-01 eta: 4:22:03 time: 0.9145 data_time: 0.0266 memory: 23477 grad_norm: 0.1086 recall@thr=0.5: 0.7822 prec@thr=0.5: 0.8106 recall@top3: 0.8580 prec@top3: 0.7348 recall@top5: 0.9280 prec@top5: 0.4818 loss_action_cls: 0.0435 loss: 0.0435 2022/08/07 17:58:25 - mmengine - INFO - Epoch(train) [9][560/1441] lr: 2.0000e-01 eta: 4:21:44 time: 0.9218 data_time: 0.0265 memory: 23477 grad_norm: 0.1085 recall@thr=0.5: 0.7840 prec@thr=0.5: 0.9153 recall@top3: 0.8883 prec@top3: 0.7733 recall@top5: 0.9653 prec@top5: 0.5040 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 17:58:43 - mmengine - INFO - Epoch(train) [9][580/1441] lr: 2.0000e-01 eta: 4:21:25 time: 0.9130 data_time: 0.0266 memory: 23477 grad_norm: 0.1130 recall@thr=0.5: 0.7031 prec@thr=0.5: 0.7458 recall@top3: 0.7917 prec@top3: 0.6250 recall@top5: 0.9444 prec@top5: 0.4583 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 17:59:01 - mmengine - INFO - Epoch(train) [9][600/1441] lr: 2.0000e-01 eta: 4:21:04 time: 0.8833 data_time: 0.0235 memory: 23477 grad_norm: 0.1100 recall@thr=0.5: 0.7542 prec@thr=0.5: 0.8989 recall@top3: 0.8019 prec@top3: 0.7500 recall@top5: 0.9492 prec@top5: 0.5500 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 17:59:19 - mmengine - INFO - Epoch(train) [9][620/1441] lr: 2.0000e-01 eta: 4:20:45 time: 0.9127 data_time: 0.0254 memory: 23477 grad_norm: 0.1144 recall@thr=0.5: 0.7730 prec@thr=0.5: 0.8528 recall@top3: 0.8688 prec@top3: 0.7518 recall@top5: 0.9805 prec@top5: 0.5149 loss_action_cls: 0.0402 loss: 0.0402 2022/08/07 17:59:38 - mmengine - INFO - Epoch(train) [9][640/1441] lr: 2.0000e-01 eta: 4:20:26 time: 0.9354 data_time: 0.0237 memory: 23477 grad_norm: 0.1052 recall@thr=0.5: 0.7798 prec@thr=0.5: 0.8849 recall@top3: 0.9107 prec@top3: 0.7937 recall@top5: 0.9940 prec@top5: 0.5238 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 17:59:56 - mmengine - INFO - Epoch(train) [9][660/1441] lr: 2.0000e-01 eta: 4:20:07 time: 0.9163 data_time: 0.0279 memory: 23477 grad_norm: 0.1118 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.7593 recall@top3: 0.8315 prec@top3: 0.5852 recall@top5: 0.9481 prec@top5: 0.4089 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 18:00:16 - mmengine - INFO - Epoch(train) [9][680/1441] lr: 2.0000e-01 eta: 4:19:49 time: 0.9761 data_time: 0.0235 memory: 23477 grad_norm: 0.1092 recall@thr=0.5: 0.7611 prec@thr=0.5: 0.8352 recall@top3: 0.8593 prec@top3: 0.6815 recall@top5: 0.9685 prec@top5: 0.4756 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 18:00:34 - mmengine - INFO - Epoch(train) [9][700/1441] lr: 2.0000e-01 eta: 4:19:30 time: 0.9333 data_time: 0.0272 memory: 23477 grad_norm: 0.1164 recall@thr=0.5: 0.7652 prec@thr=0.5: 0.7670 recall@top3: 0.8390 prec@top3: 0.6667 recall@top5: 0.9640 prec@top5: 0.4773 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 18:00:53 - mmengine - INFO - Epoch(train) [9][720/1441] lr: 2.0000e-01 eta: 4:19:11 time: 0.9196 data_time: 0.0258 memory: 23477 grad_norm: 0.1070 recall@thr=0.5: 0.6020 prec@thr=0.5: 0.6276 recall@top3: 0.6701 prec@top3: 0.4762 recall@top5: 0.8707 prec@top5: 0.3633 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 18:01:12 - mmengine - INFO - Epoch(train) [9][740/1441] lr: 2.0000e-01 eta: 4:18:52 time: 0.9418 data_time: 0.0249 memory: 23477 grad_norm: 0.1060 recall@thr=0.5: 0.7718 prec@thr=0.5: 0.7524 recall@top3: 0.8591 prec@top3: 0.6667 recall@top5: 0.9643 prec@top5: 0.4667 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 18:01:30 - mmengine - INFO - Epoch(train) [9][760/1441] lr: 2.0000e-01 eta: 4:18:32 time: 0.8977 data_time: 0.0253 memory: 23477 grad_norm: 0.1086 recall@thr=0.5: 0.7326 prec@thr=0.5: 0.7872 recall@top3: 0.8110 prec@top3: 0.6383 recall@top5: 0.9433 prec@top5: 0.4681 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 18:01:48 - mmengine - INFO - Epoch(train) [9][780/1441] lr: 2.0000e-01 eta: 4:18:13 time: 0.9175 data_time: 0.0296 memory: 23477 grad_norm: 0.1095 recall@thr=0.5: 0.7107 prec@thr=0.5: 0.8135 recall@top3: 0.8317 prec@top3: 0.7222 recall@top5: 0.9587 prec@top5: 0.5190 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 18:02:07 - mmengine - INFO - Epoch(train) [9][800/1441] lr: 2.0000e-01 eta: 4:17:54 time: 0.9252 data_time: 0.0263 memory: 23477 grad_norm: 0.1081 recall@thr=0.5: 0.7536 prec@thr=0.5: 0.7591 recall@top3: 0.8243 prec@top3: 0.6087 recall@top5: 0.9620 prec@top5: 0.4348 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 18:02:25 - mmengine - INFO - Epoch(train) [9][820/1441] lr: 2.0000e-01 eta: 4:17:36 time: 0.9546 data_time: 0.0315 memory: 23477 grad_norm: 0.1067 recall@thr=0.5: 0.6840 prec@thr=0.5: 0.7855 recall@top3: 0.7475 prec@top3: 0.6605 recall@top5: 0.9043 prec@top5: 0.4889 loss_action_cls: 0.0412 loss: 0.0412 2022/08/07 18:02:45 - mmengine - INFO - Epoch(train) [9][840/1441] lr: 2.0000e-01 eta: 4:17:18 time: 0.9833 data_time: 0.0224 memory: 23477 grad_norm: 0.1083 recall@thr=0.5: 0.8648 prec@thr=0.5: 0.7770 recall@top3: 0.8907 prec@top3: 0.5926 recall@top5: 0.9778 prec@top5: 0.3956 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 18:03:05 - mmengine - INFO - Epoch(train) [9][860/1441] lr: 2.0000e-01 eta: 4:17:01 time: 1.0121 data_time: 0.0288 memory: 23477 grad_norm: 0.1067 recall@thr=0.5: 0.6567 prec@thr=0.5: 0.7233 recall@top3: 0.7533 prec@top3: 0.6467 recall@top5: 0.8833 prec@top5: 0.4600 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 18:03:24 - mmengine - INFO - Epoch(train) [9][880/1441] lr: 2.0000e-01 eta: 4:16:43 time: 0.9532 data_time: 0.0219 memory: 23477 grad_norm: 0.1120 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.7994 recall@top3: 0.7530 prec@top3: 0.6667 recall@top5: 0.9030 prec@top5: 0.4800 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 18:03:42 - mmengine - INFO - Epoch(train) [9][900/1441] lr: 2.0000e-01 eta: 4:16:23 time: 0.9014 data_time: 0.0256 memory: 23477 grad_norm: 0.1046 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.7750 recall@top3: 0.8000 prec@top3: 0.6583 recall@top5: 0.9350 prec@top5: 0.4650 loss_action_cls: 0.0393 loss: 0.0393 2022/08/07 18:04:01 - mmengine - INFO - Epoch(train) [9][920/1441] lr: 2.0000e-01 eta: 4:16:04 time: 0.9289 data_time: 0.0257 memory: 23477 grad_norm: 0.1086 recall@thr=0.5: 0.5620 prec@thr=0.5: 0.6570 recall@top3: 0.6899 prec@top3: 0.5504 recall@top5: 0.9186 prec@top5: 0.4372 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 18:04:19 - mmengine - INFO - Epoch(train) [9][940/1441] lr: 2.0000e-01 eta: 4:15:44 time: 0.8930 data_time: 0.0219 memory: 23477 grad_norm: 0.1057 recall@thr=0.5: 0.7922 prec@thr=0.5: 0.8822 recall@top3: 0.8336 prec@top3: 0.8161 recall@top5: 0.9629 prec@top5: 0.5862 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 18:04:38 - mmengine - INFO - Epoch(train) [9][960/1441] lr: 2.0000e-01 eta: 4:15:25 time: 0.9336 data_time: 0.0407 memory: 23477 grad_norm: 0.1099 recall@thr=0.5: 0.7616 prec@thr=0.5: 0.7171 recall@top3: 0.8353 prec@top3: 0.6047 recall@top5: 0.9922 prec@top5: 0.4279 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 18:04:56 - mmengine - INFO - Epoch(train) [9][980/1441] lr: 2.0000e-01 eta: 4:15:06 time: 0.9416 data_time: 0.0209 memory: 23477 grad_norm: 0.1135 recall@thr=0.5: 0.7155 prec@thr=0.5: 0.8247 recall@top3: 0.8204 prec@top3: 0.6322 recall@top5: 0.9684 prec@top5: 0.4621 loss_action_cls: 0.0416 loss: 0.0416 2022/08/07 18:05:14 - mmengine - INFO - Epoch(train) [9][1000/1441] lr: 2.0000e-01 eta: 4:14:46 time: 0.8872 data_time: 0.0245 memory: 23477 grad_norm: 0.1182 recall@thr=0.5: 0.7915 prec@thr=0.5: 0.8618 recall@top3: 0.8402 prec@top3: 0.7317 recall@top5: 0.9561 prec@top5: 0.5317 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 18:05:32 - mmengine - INFO - Epoch(train) [9][1020/1441] lr: 2.0000e-01 eta: 4:14:27 time: 0.9115 data_time: 0.0200 memory: 23477 grad_norm: 0.1057 recall@thr=0.5: 0.7480 prec@thr=0.5: 0.6996 recall@top3: 0.8476 prec@top3: 0.7480 recall@top5: 0.9675 prec@top5: 0.5268 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 18:05:51 - mmengine - INFO - Epoch(train) [9][1040/1441] lr: 2.0000e-01 eta: 4:14:07 time: 0.9128 data_time: 0.0251 memory: 23477 grad_norm: 0.1122 recall@thr=0.5: 0.7087 prec@thr=0.5: 0.8013 recall@top3: 0.7754 prec@top3: 0.6769 recall@top5: 0.9079 prec@top5: 0.4954 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 18:06:09 - mmengine - INFO - Epoch(train) [9][1060/1441] lr: 2.0000e-01 eta: 4:13:48 time: 0.9132 data_time: 0.0201 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.7315 prec@thr=0.5: 0.7704 recall@top3: 0.8000 prec@top3: 0.6444 recall@top5: 0.9407 prec@top5: 0.4578 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 18:06:28 - mmengine - INFO - Epoch(train) [9][1080/1441] lr: 2.0000e-01 eta: 4:13:29 time: 0.9413 data_time: 0.0248 memory: 23477 grad_norm: 0.1110 recall@thr=0.5: 0.6645 prec@thr=0.5: 0.7521 recall@top3: 0.7949 prec@top3: 0.6581 recall@top5: 0.9380 prec@top5: 0.4667 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 18:06:46 - mmengine - INFO - Epoch(train) [9][1100/1441] lr: 2.0000e-01 eta: 4:13:10 time: 0.9252 data_time: 0.0209 memory: 23477 grad_norm: 0.1112 recall@thr=0.5: 0.5118 prec@thr=0.5: 0.6579 recall@top3: 0.6825 prec@top3: 0.5351 recall@top5: 0.8259 prec@top5: 0.3842 loss_action_cls: 0.0417 loss: 0.0417 2022/08/07 18:07:05 - mmengine - INFO - Epoch(train) [9][1120/1441] lr: 2.0000e-01 eta: 4:12:51 time: 0.9134 data_time: 0.0250 memory: 23477 grad_norm: 0.1199 recall@thr=0.5: 0.8265 prec@thr=0.5: 0.7908 recall@top3: 0.8163 prec@top3: 0.6667 recall@top5: 0.9558 prec@top5: 0.4816 loss_action_cls: 0.0429 loss: 0.0429 2022/08/07 18:07:23 - mmengine - INFO - Epoch(train) [9][1140/1441] lr: 2.0000e-01 eta: 4:12:31 time: 0.9112 data_time: 0.0221 memory: 23477 grad_norm: 0.1115 recall@thr=0.5: 0.6872 prec@thr=0.5: 0.7571 recall@top3: 0.7759 prec@top3: 0.6454 recall@top5: 0.9475 prec@top5: 0.4851 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 18:07:40 - mmengine - INFO - Epoch(train) [9][1160/1441] lr: 2.0000e-01 eta: 4:12:11 time: 0.8848 data_time: 0.0247 memory: 23477 grad_norm: 0.1155 recall@thr=0.5: 0.7033 prec@thr=0.5: 0.7622 recall@top3: 0.8171 prec@top3: 0.6667 recall@top5: 0.9695 prec@top5: 0.4878 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 18:07:59 - mmengine - INFO - Epoch(train) [9][1180/1441] lr: 2.0000e-01 eta: 4:11:52 time: 0.9031 data_time: 0.0214 memory: 23477 grad_norm: 0.1090 recall@thr=0.5: 0.7663 prec@thr=0.5: 0.7317 recall@top3: 0.8028 prec@top3: 0.6260 recall@top5: 0.9553 prec@top5: 0.4488 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 18:08:17 - mmengine - INFO - Epoch(train) [9][1200/1441] lr: 2.0000e-01 eta: 4:11:32 time: 0.9040 data_time: 0.0247 memory: 23477 grad_norm: 0.1066 recall@thr=0.5: 0.8275 prec@thr=0.5: 0.8760 recall@top3: 0.8566 prec@top3: 0.7674 recall@top5: 0.9767 prec@top5: 0.5349 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 18:08:35 - mmengine - INFO - Epoch(train) [9][1220/1441] lr: 2.0000e-01 eta: 4:11:13 time: 0.9132 data_time: 0.0226 memory: 23477 grad_norm: 0.1067 recall@thr=0.5: 0.8078 prec@thr=0.5: 0.8265 recall@top3: 0.8724 prec@top3: 0.7007 recall@top5: 0.9694 prec@top5: 0.4612 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 18:08:53 - mmengine - INFO - Epoch(train) [9][1240/1441] lr: 2.0000e-01 eta: 4:10:53 time: 0.9020 data_time: 0.0252 memory: 23477 grad_norm: 0.1132 recall@thr=0.5: 0.7179 prec@thr=0.5: 0.8364 recall@top3: 0.8090 prec@top3: 0.7469 recall@top5: 0.8988 prec@top5: 0.5185 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 18:09:11 - mmengine - INFO - Epoch(train) [9][1260/1441] lr: 2.0000e-01 eta: 4:10:33 time: 0.8851 data_time: 0.0212 memory: 23477 grad_norm: 0.1116 recall@thr=0.5: 0.7479 prec@thr=0.5: 0.7628 recall@top3: 0.8526 prec@top3: 0.6325 recall@top5: 0.9423 prec@top5: 0.4359 loss_action_cls: 0.0400 loss: 0.0400 2022/08/07 18:09:28 - mmengine - INFO - Epoch(train) [9][1280/1441] lr: 2.0000e-01 eta: 4:10:13 time: 0.8912 data_time: 0.0240 memory: 23477 grad_norm: 0.1079 recall@thr=0.5: 0.6865 prec@thr=0.5: 0.7659 recall@top3: 0.7619 prec@top3: 0.6190 recall@top5: 0.8968 prec@top5: 0.4571 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 18:09:47 - mmengine - INFO - Epoch(train) [9][1300/1441] lr: 2.0000e-01 eta: 4:09:54 time: 0.9349 data_time: 0.0240 memory: 23477 grad_norm: 0.1121 recall@thr=0.5: 0.7132 prec@thr=0.5: 0.7402 recall@top3: 0.8676 prec@top3: 0.6569 recall@top5: 0.9534 prec@top5: 0.4471 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 18:10:05 - mmengine - INFO - Epoch(train) [9][1320/1441] lr: 2.0000e-01 eta: 4:09:35 time: 0.9145 data_time: 0.0247 memory: 23477 grad_norm: 0.1098 recall@thr=0.5: 0.7455 prec@thr=0.5: 0.8485 recall@top3: 0.9020 prec@top3: 0.6566 recall@top5: 0.9697 prec@top5: 0.4364 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 18:10:24 - mmengine - INFO - Epoch(train) [9][1340/1441] lr: 2.0000e-01 eta: 4:09:16 time: 0.9135 data_time: 0.0214 memory: 23477 grad_norm: 0.1104 recall@thr=0.5: 0.7571 prec@thr=0.5: 0.8077 recall@top3: 0.8612 prec@top3: 0.6859 recall@top5: 0.9571 prec@top5: 0.4615 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 18:10:41 - mmengine - INFO - Epoch(train) [9][1360/1441] lr: 2.0000e-01 eta: 4:08:55 time: 0.8795 data_time: 0.0275 memory: 23477 grad_norm: 0.1108 recall@thr=0.5: 0.6735 prec@thr=0.5: 0.8469 recall@top3: 0.8197 prec@top3: 0.6190 recall@top5: 0.9286 prec@top5: 0.4286 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 18:10:59 - mmengine - INFO - Epoch(train) [9][1380/1441] lr: 2.0000e-01 eta: 4:08:36 time: 0.9070 data_time: 0.0342 memory: 23477 grad_norm: 0.1120 recall@thr=0.5: 0.6687 prec@thr=0.5: 0.7317 recall@top3: 0.8049 prec@top3: 0.6585 recall@top5: 0.8963 prec@top5: 0.4537 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 18:11:17 - mmengine - INFO - Epoch(train) [9][1400/1441] lr: 2.0000e-01 eta: 4:08:16 time: 0.9027 data_time: 0.0251 memory: 23477 grad_norm: 0.1081 recall@thr=0.5: 0.8209 prec@thr=0.5: 0.8457 recall@top3: 0.8599 prec@top3: 0.7163 recall@top5: 0.9894 prec@top5: 0.5064 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 18:11:36 - mmengine - INFO - Epoch(train) [9][1420/1441] lr: 2.0000e-01 eta: 4:07:57 time: 0.9325 data_time: 0.0237 memory: 23477 grad_norm: 0.1069 recall@thr=0.5: 0.6441 prec@thr=0.5: 0.7021 recall@top3: 0.7969 prec@top3: 0.6875 recall@top5: 0.8906 prec@top5: 0.4667 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 18:11:55 - mmengine - INFO - Epoch(train) [9][1440/1441] lr: 2.0000e-01 eta: 4:07:38 time: 0.9209 data_time: 0.0232 memory: 23477 grad_norm: 0.1066 recall@thr=0.5: 0.8376 prec@thr=0.5: 0.8632 recall@top3: 0.8932 prec@top3: 0.6923 recall@top5: 1.0000 prec@top5: 0.4821 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 18:11:55 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 18:11:55 - mmengine - INFO - Epoch(train) [9][1441/1441] lr: 2.0000e-01 eta: 4:07:38 time: 0.9021 data_time: 0.0228 memory: 12197 grad_norm: 0.1072 recall@thr=0.5: 0.7315 prec@thr=0.5: 0.9691 recall@top3: 0.8457 prec@top3: 0.8148 recall@top5: 0.9691 prec@top5: 0.5778 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 18:11:55 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/08/07 18:12:02 - mmengine - INFO - Epoch(val) [9][20/6282] eta: 0:05:13 time: 0.0500 data_time: 0.0046 memory: 1084 2022/08/07 18:12:02 - mmengine - INFO - Epoch(val) [9][40/6282] eta: 0:04:56 time: 0.0474 data_time: 0.0020 memory: 1084 2022/08/07 18:12:03 - mmengine - INFO - Epoch(val) [9][60/6282] eta: 0:04:44 time: 0.0457 data_time: 0.0016 memory: 1084 2022/08/07 18:12:04 - mmengine - INFO - Epoch(val) [9][80/6282] eta: 0:04:41 time: 0.0454 data_time: 0.0018 memory: 1084 2022/08/07 18:12:05 - mmengine - INFO - Epoch(val) [9][100/6282] eta: 0:04:33 time: 0.0442 data_time: 0.0016 memory: 1084 2022/08/07 18:12:06 - mmengine - INFO - Epoch(val) [9][120/6282] eta: 0:05:38 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 18:12:08 - mmengine - INFO - Epoch(val) [9][140/6282] eta: 0:06:27 time: 0.0631 data_time: 0.0025 memory: 1155 2022/08/07 18:12:09 - mmengine - INFO - Epoch(val) [9][160/6282] eta: 0:06:07 time: 0.0601 data_time: 0.0025 memory: 1155 2022/08/07 18:12:10 - mmengine - INFO - Epoch(val) [9][180/6282] eta: 0:06:10 time: 0.0607 data_time: 0.0021 memory: 1155 2022/08/07 18:12:11 - mmengine - INFO - Epoch(val) [9][200/6282] eta: 0:05:35 time: 0.0552 data_time: 0.0020 memory: 1155 2022/08/07 18:12:12 - mmengine - INFO - Epoch(val) [9][220/6282] eta: 0:05:06 time: 0.0505 data_time: 0.0016 memory: 1097 2022/08/07 18:12:14 - mmengine - INFO - Epoch(val) [9][240/6282] eta: 0:07:54 time: 0.0785 data_time: 0.0028 memory: 1097 2022/08/07 18:12:15 - mmengine - INFO - Epoch(val) [9][260/6282] eta: 0:05:04 time: 0.0505 data_time: 0.0019 memory: 1097 2022/08/07 18:12:16 - mmengine - INFO - Epoch(val) [9][280/6282] eta: 0:04:58 time: 0.0497 data_time: 0.0017 memory: 1097 2022/08/07 18:12:17 - mmengine - INFO - Epoch(val) [9][300/6282] eta: 0:05:13 time: 0.0524 data_time: 0.0018 memory: 1155 2022/08/07 18:12:18 - mmengine - INFO - Epoch(val) [9][320/6282] eta: 0:05:49 time: 0.0586 data_time: 0.0020 memory: 1155 2022/08/07 18:12:19 - mmengine - INFO - Epoch(val) [9][340/6282] eta: 0:05:52 time: 0.0593 data_time: 0.0021 memory: 1155 2022/08/07 18:12:20 - mmengine - INFO - Epoch(val) [9][360/6282] eta: 0:06:21 time: 0.0645 data_time: 0.0028 memory: 1155 2022/08/07 18:12:22 - mmengine - INFO - Epoch(val) [9][380/6282] eta: 0:05:39 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 18:12:23 - mmengine - INFO - Epoch(val) [9][400/6282] eta: 0:05:08 time: 0.0525 data_time: 0.0020 memory: 1155 2022/08/07 18:12:24 - mmengine - INFO - Epoch(val) [9][420/6282] eta: 0:04:31 time: 0.0463 data_time: 0.0017 memory: 1101 2022/08/07 18:12:24 - mmengine - INFO - Epoch(val) [9][440/6282] eta: 0:04:33 time: 0.0469 data_time: 0.0018 memory: 1101 2022/08/07 18:12:25 - mmengine - INFO - Epoch(val) [9][460/6282] eta: 0:04:32 time: 0.0468 data_time: 0.0019 memory: 1101 2022/08/07 18:12:26 - mmengine - INFO - Epoch(val) [9][480/6282] eta: 0:04:43 time: 0.0488 data_time: 0.0022 memory: 1101 2022/08/07 18:12:27 - mmengine - INFO - Epoch(val) [9][500/6282] eta: 0:04:23 time: 0.0456 data_time: 0.0016 memory: 1101 2022/08/07 18:12:28 - mmengine - INFO - Epoch(val) [9][520/6282] eta: 0:04:27 time: 0.0465 data_time: 0.0017 memory: 1097 2022/08/07 18:12:29 - mmengine - INFO - Epoch(val) [9][540/6282] eta: 0:04:24 time: 0.0460 data_time: 0.0018 memory: 1097 2022/08/07 18:12:30 - mmengine - INFO - Epoch(val) [9][560/6282] eta: 0:04:21 time: 0.0457 data_time: 0.0017 memory: 1097 2022/08/07 18:12:31 - mmengine - INFO - Epoch(val) [9][580/6282] eta: 0:04:28 time: 0.0470 data_time: 0.0021 memory: 1097 2022/08/07 18:12:32 - mmengine - INFO - Epoch(val) [9][600/6282] eta: 0:05:29 time: 0.0580 data_time: 0.0033 memory: 1097 2022/08/07 18:12:34 - mmengine - INFO - Epoch(val) [9][620/6282] eta: 0:07:10 time: 0.0761 data_time: 0.0029 memory: 1097 2022/08/07 18:12:35 - mmengine - INFO - Epoch(val) [9][640/6282] eta: 0:04:56 time: 0.0526 data_time: 0.0033 memory: 1094 2022/08/07 18:12:36 - mmengine - INFO - Epoch(val) [9][660/6282] eta: 0:04:57 time: 0.0529 data_time: 0.0021 memory: 1094 2022/08/07 18:12:37 - mmengine - INFO - Epoch(val) [9][680/6282] eta: 0:04:54 time: 0.0525 data_time: 0.0036 memory: 1094 2022/08/07 18:12:38 - mmengine - INFO - Epoch(val) [9][700/6282] eta: 0:04:49 time: 0.0519 data_time: 0.0033 memory: 1094 2022/08/07 18:12:39 - mmengine - INFO - Epoch(val) [9][720/6282] eta: 0:05:09 time: 0.0557 data_time: 0.0019 memory: 1155 2022/08/07 18:12:40 - mmengine - INFO - Epoch(val) [9][740/6282] eta: 0:05:54 time: 0.0639 data_time: 0.0024 memory: 1155 2022/08/07 18:12:42 - mmengine - INFO - Epoch(val) [9][760/6282] eta: 0:05:21 time: 0.0582 data_time: 0.0020 memory: 1155 2022/08/07 18:12:43 - mmengine - INFO - Epoch(val) [9][780/6282] eta: 0:05:37 time: 0.0614 data_time: 0.0021 memory: 1155 2022/08/07 18:12:44 - mmengine - INFO - Epoch(val) [9][800/6282] eta: 0:05:21 time: 0.0586 data_time: 0.0019 memory: 1155 2022/08/07 18:12:45 - mmengine - INFO - Epoch(val) [9][820/6282] eta: 0:04:46 time: 0.0524 data_time: 0.0021 memory: 1155 2022/08/07 18:12:46 - mmengine - INFO - Epoch(val) [9][840/6282] eta: 0:04:22 time: 0.0483 data_time: 0.0017 memory: 1097 2022/08/07 18:12:47 - mmengine - INFO - Epoch(val) [9][860/6282] eta: 0:04:15 time: 0.0472 data_time: 0.0018 memory: 1097 2022/08/07 18:12:48 - mmengine - INFO - Epoch(val) [9][880/6282] eta: 0:04:10 time: 0.0463 data_time: 0.0018 memory: 1097 2022/08/07 18:12:49 - mmengine - INFO - Epoch(val) [9][900/6282] eta: 0:04:18 time: 0.0481 data_time: 0.0018 memory: 1097 2022/08/07 18:12:50 - mmengine - INFO - Epoch(val) [9][920/6282] eta: 0:04:19 time: 0.0484 data_time: 0.0018 memory: 1097 2022/08/07 18:12:51 - mmengine - INFO - Epoch(val) [9][940/6282] eta: 0:04:18 time: 0.0484 data_time: 0.0026 memory: 1084 2022/08/07 18:12:52 - mmengine - INFO - Epoch(val) [9][960/6282] eta: 0:04:03 time: 0.0458 data_time: 0.0021 memory: 1084 2022/08/07 18:12:53 - mmengine - INFO - Epoch(val) [9][980/6282] eta: 0:06:20 time: 0.0718 data_time: 0.0067 memory: 1084 2022/08/07 18:12:54 - mmengine - INFO - Epoch(val) [9][1000/6282] eta: 0:04:03 time: 0.0461 data_time: 0.0018 memory: 1084 2022/08/07 18:12:55 - mmengine - INFO - Epoch(val) [9][1020/6282] eta: 0:04:05 time: 0.0466 data_time: 0.0024 memory: 1097 2022/08/07 18:12:56 - mmengine - INFO - Epoch(val) [9][1040/6282] eta: 0:04:05 time: 0.0468 data_time: 0.0019 memory: 1097 2022/08/07 18:12:57 - mmengine - INFO - Epoch(val) [9][1060/6282] eta: 0:04:11 time: 0.0481 data_time: 0.0021 memory: 1097 2022/08/07 18:12:58 - mmengine - INFO - Epoch(val) [9][1080/6282] eta: 0:04:06 time: 0.0473 data_time: 0.0018 memory: 1097 2022/08/07 18:12:59 - mmengine - INFO - Epoch(val) [9][1100/6282] eta: 0:04:32 time: 0.0526 data_time: 0.0024 memory: 1097 2022/08/07 18:13:00 - mmengine - INFO - Epoch(val) [9][1120/6282] eta: 0:04:31 time: 0.0527 data_time: 0.0028 memory: 1097 2022/08/07 18:13:01 - mmengine - INFO - Epoch(val) [9][1140/6282] eta: 0:04:38 time: 0.0543 data_time: 0.0026 memory: 1097 2022/08/07 18:13:02 - mmengine - INFO - Epoch(val) [9][1160/6282] eta: 0:04:41 time: 0.0549 data_time: 0.0023 memory: 1097 2022/08/07 18:13:03 - mmengine - INFO - Epoch(val) [9][1180/6282] eta: 0:04:48 time: 0.0565 data_time: 0.0024 memory: 1097 2022/08/07 18:13:04 - mmengine - INFO - Epoch(val) [9][1200/6282] eta: 0:04:32 time: 0.0536 data_time: 0.0026 memory: 1097 2022/08/07 18:13:06 - mmengine - INFO - Epoch(val) [9][1220/6282] eta: 0:04:37 time: 0.0548 data_time: 0.0027 memory: 1097 2022/08/07 18:13:07 - mmengine - INFO - Epoch(val) [9][1240/6282] eta: 0:05:19 time: 0.0634 data_time: 0.0032 memory: 1155 2022/08/07 18:13:08 - mmengine - INFO - Epoch(val) [9][1260/6282] eta: 0:05:26 time: 0.0649 data_time: 0.0029 memory: 1155 2022/08/07 18:13:09 - mmengine - INFO - Epoch(val) [9][1280/6282] eta: 0:05:12 time: 0.0625 data_time: 0.0028 memory: 1155 2022/08/07 18:13:11 - mmengine - INFO - Epoch(val) [9][1300/6282] eta: 0:05:13 time: 0.0629 data_time: 0.0036 memory: 1155 2022/08/07 18:13:12 - mmengine - INFO - Epoch(val) [9][1320/6282] eta: 0:04:37 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 18:13:13 - mmengine - INFO - Epoch(val) [9][1340/6282] eta: 0:07:05 time: 0.0861 data_time: 0.0036 memory: 1155 2022/08/07 18:13:15 - mmengine - INFO - Epoch(val) [9][1360/6282] eta: 0:04:30 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 18:13:16 - mmengine - INFO - Epoch(val) [9][1380/6282] eta: 0:04:32 time: 0.0556 data_time: 0.0019 memory: 1155 2022/08/07 18:13:17 - mmengine - INFO - Epoch(val) [9][1400/6282] eta: 0:04:42 time: 0.0579 data_time: 0.0021 memory: 1155 2022/08/07 18:13:18 - mmengine - INFO - Epoch(val) [9][1420/6282] eta: 0:04:38 time: 0.0573 data_time: 0.0019 memory: 1155 2022/08/07 18:13:19 - mmengine - INFO - Epoch(val) [9][1440/6282] eta: 0:04:39 time: 0.0578 data_time: 0.0018 memory: 1155 2022/08/07 18:13:20 - mmengine - INFO - Epoch(val) [9][1460/6282] eta: 0:04:41 time: 0.0584 data_time: 0.0018 memory: 1155 2022/08/07 18:13:21 - mmengine - INFO - Epoch(val) [9][1480/6282] eta: 0:04:34 time: 0.0571 data_time: 0.0018 memory: 1155 2022/08/07 18:13:23 - mmengine - INFO - Epoch(val) [9][1500/6282] eta: 0:04:33 time: 0.0573 data_time: 0.0018 memory: 1155 2022/08/07 18:13:24 - mmengine - INFO - Epoch(val) [9][1520/6282] eta: 0:04:35 time: 0.0578 data_time: 0.0018 memory: 1242 2022/08/07 18:13:25 - mmengine - INFO - Epoch(val) [9][1540/6282] eta: 0:05:26 time: 0.0689 data_time: 0.0023 memory: 1242 2022/08/07 18:13:27 - mmengine - INFO - Epoch(val) [9][1560/6282] eta: 0:05:39 time: 0.0718 data_time: 0.0023 memory: 1242 2022/08/07 18:13:28 - mmengine - INFO - Epoch(val) [9][1580/6282] eta: 0:05:34 time: 0.0711 data_time: 0.0027 memory: 1242 2022/08/07 18:13:29 - mmengine - INFO - Epoch(val) [9][1600/6282] eta: 0:05:34 time: 0.0715 data_time: 0.0021 memory: 1242 2022/08/07 18:13:31 - mmengine - INFO - Epoch(val) [9][1620/6282] eta: 0:05:32 time: 0.0712 data_time: 0.0023 memory: 1242 2022/08/07 18:13:32 - mmengine - INFO - Epoch(val) [9][1640/6282] eta: 0:04:18 time: 0.0557 data_time: 0.0020 memory: 1155 2022/08/07 18:13:34 - mmengine - INFO - Epoch(val) [9][1660/6282] eta: 0:06:12 time: 0.0805 data_time: 0.0019 memory: 1155 2022/08/07 18:13:35 - mmengine - INFO - Epoch(val) [9][1680/6282] eta: 0:04:12 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 18:13:36 - mmengine - INFO - Epoch(val) [9][1700/6282] eta: 0:04:10 time: 0.0548 data_time: 0.0019 memory: 1155 2022/08/07 18:13:37 - mmengine - INFO - Epoch(val) [9][1720/6282] eta: 0:04:27 time: 0.0587 data_time: 0.0024 memory: 1155 2022/08/07 18:13:38 - mmengine - INFO - Epoch(val) [9][1740/6282] eta: 0:04:43 time: 0.0623 data_time: 0.0030 memory: 1155 2022/08/07 18:13:39 - mmengine - INFO - Epoch(val) [9][1760/6282] eta: 0:04:25 time: 0.0588 data_time: 0.0023 memory: 1155 2022/08/07 18:13:41 - mmengine - INFO - Epoch(val) [9][1780/6282] eta: 0:04:27 time: 0.0594 data_time: 0.0027 memory: 1155 2022/08/07 18:13:42 - mmengine - INFO - Epoch(val) [9][1800/6282] eta: 0:04:29 time: 0.0600 data_time: 0.0026 memory: 1155 2022/08/07 18:13:43 - mmengine - INFO - Epoch(val) [9][1820/6282] eta: 0:04:14 time: 0.0570 data_time: 0.0022 memory: 1155 2022/08/07 18:13:44 - mmengine - INFO - Epoch(val) [9][1840/6282] eta: 0:04:21 time: 0.0589 data_time: 0.0019 memory: 1155 2022/08/07 18:13:45 - mmengine - INFO - Epoch(val) [9][1860/6282] eta: 0:04:20 time: 0.0588 data_time: 0.0020 memory: 1155 2022/08/07 18:13:47 - mmengine - INFO - Epoch(val) [9][1880/6282] eta: 0:04:25 time: 0.0603 data_time: 0.0025 memory: 1155 2022/08/07 18:13:48 - mmengine - INFO - Epoch(val) [9][1900/6282] eta: 0:04:21 time: 0.0597 data_time: 0.0022 memory: 1155 2022/08/07 18:13:49 - mmengine - INFO - Epoch(val) [9][1920/6282] eta: 0:04:13 time: 0.0580 data_time: 0.0022 memory: 1155 2022/08/07 18:13:50 - mmengine - INFO - Epoch(val) [9][1940/6282] eta: 0:04:06 time: 0.0568 data_time: 0.0020 memory: 1155 2022/08/07 18:13:51 - mmengine - INFO - Epoch(val) [9][1960/6282] eta: 0:03:24 time: 0.0473 data_time: 0.0016 memory: 1101 2022/08/07 18:13:52 - mmengine - INFO - Epoch(val) [9][1980/6282] eta: 0:03:21 time: 0.0467 data_time: 0.0018 memory: 1101 2022/08/07 18:13:53 - mmengine - INFO - Epoch(val) [9][2000/6282] eta: 0:05:22 time: 0.0753 data_time: 0.0038 memory: 1101 2022/08/07 18:13:54 - mmengine - INFO - Epoch(val) [9][2020/6282] eta: 0:03:28 time: 0.0489 data_time: 0.0019 memory: 1101 2022/08/07 18:13:55 - mmengine - INFO - Epoch(val) [9][2040/6282] eta: 0:03:22 time: 0.0477 data_time: 0.0018 memory: 1101 2022/08/07 18:13:56 - mmengine - INFO - Epoch(val) [9][2060/6282] eta: 0:03:21 time: 0.0478 data_time: 0.0020 memory: 1101 2022/08/07 18:13:57 - mmengine - INFO - Epoch(val) [9][2080/6282] eta: 0:03:18 time: 0.0472 data_time: 0.0017 memory: 1101 2022/08/07 18:13:58 - mmengine - INFO - Epoch(val) [9][2100/6282] eta: 0:03:20 time: 0.0479 data_time: 0.0020 memory: 1101 2022/08/07 18:13:59 - mmengine - INFO - Epoch(val) [9][2120/6282] eta: 0:03:17 time: 0.0474 data_time: 0.0018 memory: 1101 2022/08/07 18:14:00 - mmengine - INFO - Epoch(val) [9][2140/6282] eta: 0:03:20 time: 0.0484 data_time: 0.0017 memory: 1101 2022/08/07 18:14:01 - mmengine - INFO - Epoch(val) [9][2160/6282] eta: 0:03:16 time: 0.0476 data_time: 0.0018 memory: 1097 2022/08/07 18:14:02 - mmengine - INFO - Epoch(val) [9][2180/6282] eta: 0:03:22 time: 0.0493 data_time: 0.0019 memory: 1097 2022/08/07 18:14:03 - mmengine - INFO - Epoch(val) [9][2200/6282] eta: 0:03:10 time: 0.0466 data_time: 0.0020 memory: 1097 2022/08/07 18:14:04 - mmengine - INFO - Epoch(val) [9][2220/6282] eta: 0:03:19 time: 0.0492 data_time: 0.0019 memory: 1097 2022/08/07 18:14:05 - mmengine - INFO - Epoch(val) [9][2240/6282] eta: 0:03:11 time: 0.0474 data_time: 0.0019 memory: 1097 2022/08/07 18:14:06 - mmengine - INFO - Epoch(val) [9][2260/6282] eta: 0:03:14 time: 0.0485 data_time: 0.0020 memory: 1101 2022/08/07 18:14:07 - mmengine - INFO - Epoch(val) [9][2280/6282] eta: 0:03:08 time: 0.0471 data_time: 0.0018 memory: 1101 2022/08/07 18:14:08 - mmengine - INFO - Epoch(val) [9][2300/6282] eta: 0:03:08 time: 0.0473 data_time: 0.0019 memory: 1101 2022/08/07 18:14:09 - mmengine - INFO - Epoch(val) [9][2320/6282] eta: 0:03:17 time: 0.0499 data_time: 0.0024 memory: 1101 2022/08/07 18:14:10 - mmengine - INFO - Epoch(val) [9][2340/6282] eta: 0:03:16 time: 0.0497 data_time: 0.0020 memory: 1101 2022/08/07 18:14:11 - mmengine - INFO - Epoch(val) [9][2360/6282] eta: 0:03:22 time: 0.0516 data_time: 0.0021 memory: 1097 2022/08/07 18:14:12 - mmengine - INFO - Epoch(val) [9][2380/6282] eta: 0:03:10 time: 0.0488 data_time: 0.0021 memory: 1097 2022/08/07 18:14:13 - mmengine - INFO - Epoch(val) [9][2400/6282] eta: 0:04:50 time: 0.0748 data_time: 0.0021 memory: 1097 2022/08/07 18:14:15 - mmengine - INFO - Epoch(val) [9][2420/6282] eta: 0:03:25 time: 0.0532 data_time: 0.0027 memory: 1097 2022/08/07 18:14:16 - mmengine - INFO - Epoch(val) [9][2440/6282] eta: 0:03:33 time: 0.0557 data_time: 0.0029 memory: 1097 2022/08/07 18:14:17 - mmengine - INFO - Epoch(val) [9][2460/6282] eta: 0:04:04 time: 0.0640 data_time: 0.0032 memory: 1155 2022/08/07 18:14:18 - mmengine - INFO - Epoch(val) [9][2480/6282] eta: 0:03:49 time: 0.0605 data_time: 0.0029 memory: 1155 2022/08/07 18:14:19 - mmengine - INFO - Epoch(val) [9][2500/6282] eta: 0:03:44 time: 0.0594 data_time: 0.0028 memory: 1155 2022/08/07 18:14:21 - mmengine - INFO - Epoch(val) [9][2520/6282] eta: 0:03:44 time: 0.0596 data_time: 0.0021 memory: 1155 2022/08/07 18:14:22 - mmengine - INFO - Epoch(val) [9][2540/6282] eta: 0:03:37 time: 0.0581 data_time: 0.0022 memory: 1155 2022/08/07 18:14:23 - mmengine - INFO - Epoch(val) [9][2560/6282] eta: 0:03:38 time: 0.0586 data_time: 0.0019 memory: 1155 2022/08/07 18:14:24 - mmengine - INFO - Epoch(val) [9][2580/6282] eta: 0:03:31 time: 0.0570 data_time: 0.0019 memory: 1155 2022/08/07 18:14:25 - mmengine - INFO - Epoch(val) [9][2600/6282] eta: 0:03:32 time: 0.0577 data_time: 0.0020 memory: 1155 2022/08/07 18:14:26 - mmengine - INFO - Epoch(val) [9][2620/6282] eta: 0:03:33 time: 0.0583 data_time: 0.0020 memory: 1155 2022/08/07 18:14:28 - mmengine - INFO - Epoch(val) [9][2640/6282] eta: 0:03:30 time: 0.0577 data_time: 0.0021 memory: 1155 2022/08/07 18:14:29 - mmengine - INFO - Epoch(val) [9][2660/6282] eta: 0:04:22 time: 0.0725 data_time: 0.0028 memory: 1234 2022/08/07 18:14:30 - mmengine - INFO - Epoch(val) [9][2680/6282] eta: 0:04:20 time: 0.0724 data_time: 0.0022 memory: 1234 2022/08/07 18:14:32 - mmengine - INFO - Epoch(val) [9][2700/6282] eta: 0:04:27 time: 0.0746 data_time: 0.0029 memory: 1234 2022/08/07 18:14:34 - mmengine - INFO - Epoch(val) [9][2720/6282] eta: 0:05:46 time: 0.0972 data_time: 0.0029 memory: 1234 2022/08/07 18:14:35 - mmengine - INFO - Epoch(val) [9][2740/6282] eta: 0:03:46 time: 0.0640 data_time: 0.0019 memory: 1234 2022/08/07 18:14:36 - mmengine - INFO - Epoch(val) [9][2760/6282] eta: 0:02:55 time: 0.0499 data_time: 0.0018 memory: 1101 2022/08/07 18:14:37 - mmengine - INFO - Epoch(val) [9][2780/6282] eta: 0:02:52 time: 0.0492 data_time: 0.0019 memory: 1101 2022/08/07 18:14:38 - mmengine - INFO - Epoch(val) [9][2800/6282] eta: 0:02:48 time: 0.0483 data_time: 0.0025 memory: 1101 2022/08/07 18:14:39 - mmengine - INFO - Epoch(val) [9][2820/6282] eta: 0:02:42 time: 0.0470 data_time: 0.0020 memory: 1101 2022/08/07 18:14:40 - mmengine - INFO - Epoch(val) [9][2840/6282] eta: 0:02:43 time: 0.0476 data_time: 0.0021 memory: 1101 2022/08/07 18:14:41 - mmengine - INFO - Epoch(val) [9][2860/6282] eta: 0:03:06 time: 0.0546 data_time: 0.0018 memory: 1155 2022/08/07 18:14:42 - mmengine - INFO - Epoch(val) [9][2880/6282] eta: 0:03:13 time: 0.0569 data_time: 0.0018 memory: 1155 2022/08/07 18:14:43 - mmengine - INFO - Epoch(val) [9][2900/6282] eta: 0:03:11 time: 0.0565 data_time: 0.0021 memory: 1155 2022/08/07 18:14:44 - mmengine - INFO - Epoch(val) [9][2920/6282] eta: 0:02:49 time: 0.0504 data_time: 0.0017 memory: 1155 2022/08/07 18:14:46 - mmengine - INFO - Epoch(val) [9][2940/6282] eta: 0:04:02 time: 0.0727 data_time: 0.0018 memory: 1125 2022/08/07 18:14:47 - mmengine - INFO - Epoch(val) [9][2960/6282] eta: 0:02:47 time: 0.0505 data_time: 0.0019 memory: 1125 2022/08/07 18:14:48 - mmengine - INFO - Epoch(val) [9][2980/6282] eta: 0:02:38 time: 0.0480 data_time: 0.0017 memory: 1125 2022/08/07 18:14:49 - mmengine - INFO - Epoch(val) [9][3000/6282] eta: 0:02:40 time: 0.0488 data_time: 0.0018 memory: 1125 2022/08/07 18:14:50 - mmengine - INFO - Epoch(val) [9][3020/6282] eta: 0:03:05 time: 0.0568 data_time: 0.0018 memory: 1155 2022/08/07 18:14:51 - mmengine - INFO - Epoch(val) [9][3040/6282] eta: 0:03:06 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 18:14:52 - mmengine - INFO - Epoch(val) [9][3060/6282] eta: 0:03:04 time: 0.0574 data_time: 0.0020 memory: 1155 2022/08/07 18:14:53 - mmengine - INFO - Epoch(val) [9][3080/6282] eta: 0:03:11 time: 0.0597 data_time: 0.0033 memory: 1155 2022/08/07 18:14:55 - mmengine - INFO - Epoch(val) [9][3100/6282] eta: 0:02:44 time: 0.0518 data_time: 0.0017 memory: 1155 2022/08/07 18:14:56 - mmengine - INFO - Epoch(val) [9][3120/6282] eta: 0:02:35 time: 0.0492 data_time: 0.0017 memory: 1101 2022/08/07 18:14:56 - mmengine - INFO - Epoch(val) [9][3140/6282] eta: 0:02:33 time: 0.0489 data_time: 0.0017 memory: 1101 2022/08/07 18:14:57 - mmengine - INFO - Epoch(val) [9][3160/6282] eta: 0:02:32 time: 0.0487 data_time: 0.0017 memory: 1101 2022/08/07 18:14:58 - mmengine - INFO - Epoch(val) [9][3180/6282] eta: 0:02:32 time: 0.0492 data_time: 0.0017 memory: 1101 2022/08/07 18:15:00 - mmengine - INFO - Epoch(val) [9][3200/6282] eta: 0:02:47 time: 0.0544 data_time: 0.0020 memory: 1155 2022/08/07 18:15:01 - mmengine - INFO - Epoch(val) [9][3220/6282] eta: 0:02:50 time: 0.0556 data_time: 0.0018 memory: 1155 2022/08/07 18:15:03 - mmengine - INFO - Epoch(val) [9][3240/6282] eta: 0:04:43 time: 0.0932 data_time: 0.0019 memory: 1155 2022/08/07 18:15:04 - mmengine - INFO - Epoch(val) [9][3260/6282] eta: 0:03:04 time: 0.0612 data_time: 0.0022 memory: 1155 2022/08/07 18:15:05 - mmengine - INFO - Epoch(val) [9][3280/6282] eta: 0:02:48 time: 0.0561 data_time: 0.0017 memory: 1155 2022/08/07 18:15:06 - mmengine - INFO - Epoch(val) [9][3300/6282] eta: 0:02:55 time: 0.0590 data_time: 0.0018 memory: 1155 2022/08/07 18:15:07 - mmengine - INFO - Epoch(val) [9][3320/6282] eta: 0:02:51 time: 0.0579 data_time: 0.0018 memory: 1155 2022/08/07 18:15:08 - mmengine - INFO - Epoch(val) [9][3340/6282] eta: 0:02:50 time: 0.0579 data_time: 0.0017 memory: 1155 2022/08/07 18:15:10 - mmengine - INFO - Epoch(val) [9][3360/6282] eta: 0:02:46 time: 0.0570 data_time: 0.0018 memory: 1155 2022/08/07 18:15:11 - mmengine - INFO - Epoch(val) [9][3380/6282] eta: 0:02:38 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 18:15:12 - mmengine - INFO - Epoch(val) [9][3400/6282] eta: 0:02:15 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 18:15:13 - mmengine - INFO - Epoch(val) [9][3420/6282] eta: 0:02:13 time: 0.0465 data_time: 0.0016 memory: 1097 2022/08/07 18:15:14 - mmengine - INFO - Epoch(val) [9][3440/6282] eta: 0:03:29 time: 0.0738 data_time: 0.0020 memory: 1097 2022/08/07 18:15:15 - mmengine - INFO - Epoch(val) [9][3460/6282] eta: 0:02:18 time: 0.0491 data_time: 0.0019 memory: 1097 2022/08/07 18:15:16 - mmengine - INFO - Epoch(val) [9][3480/6282] eta: 0:02:16 time: 0.0487 data_time: 0.0020 memory: 1097 2022/08/07 18:15:17 - mmengine - INFO - Epoch(val) [9][3500/6282] eta: 0:02:13 time: 0.0479 data_time: 0.0019 memory: 1097 2022/08/07 18:15:18 - mmengine - INFO - Epoch(val) [9][3520/6282] eta: 0:02:15 time: 0.0492 data_time: 0.0020 memory: 1097 2022/08/07 18:15:19 - mmengine - INFO - Epoch(val) [9][3540/6282] eta: 0:02:17 time: 0.0501 data_time: 0.0021 memory: 1097 2022/08/07 18:15:20 - mmengine - INFO - Epoch(val) [9][3560/6282] eta: 0:02:12 time: 0.0486 data_time: 0.0017 memory: 1097 2022/08/07 18:15:21 - mmengine - INFO - Epoch(val) [9][3580/6282] eta: 0:02:17 time: 0.0508 data_time: 0.0017 memory: 1139 2022/08/07 18:15:22 - mmengine - INFO - Epoch(val) [9][3600/6282] eta: 0:02:22 time: 0.0530 data_time: 0.0020 memory: 1139 2022/08/07 18:15:23 - mmengine - INFO - Epoch(val) [9][3620/6282] eta: 0:02:24 time: 0.0543 data_time: 0.0020 memory: 1139 2022/08/07 18:15:24 - mmengine - INFO - Epoch(val) [9][3640/6282] eta: 0:02:20 time: 0.0530 data_time: 0.0022 memory: 1139 2022/08/07 18:15:25 - mmengine - INFO - Epoch(val) [9][3660/6282] eta: 0:02:20 time: 0.0537 data_time: 0.0026 memory: 1139 2022/08/07 18:15:26 - mmengine - INFO - Epoch(val) [9][3680/6282] eta: 0:02:26 time: 0.0562 data_time: 0.0017 memory: 1155 2022/08/07 18:15:27 - mmengine - INFO - Epoch(val) [9][3700/6282] eta: 0:02:26 time: 0.0568 data_time: 0.0018 memory: 1155 2022/08/07 18:15:29 - mmengine - INFO - Epoch(val) [9][3720/6282] eta: 0:02:25 time: 0.0567 data_time: 0.0018 memory: 1155 2022/08/07 18:15:30 - mmengine - INFO - Epoch(val) [9][3740/6282] eta: 0:02:22 time: 0.0559 data_time: 0.0020 memory: 1155 2022/08/07 18:15:31 - mmengine - INFO - Epoch(val) [9][3760/6282] eta: 0:02:21 time: 0.0561 data_time: 0.0019 memory: 1155 2022/08/07 18:15:32 - mmengine - INFO - Epoch(val) [9][3780/6282] eta: 0:02:22 time: 0.0569 data_time: 0.0020 memory: 1155 2022/08/07 18:15:34 - mmengine - INFO - Epoch(val) [9][3800/6282] eta: 0:03:25 time: 0.0827 data_time: 0.0022 memory: 1155 2022/08/07 18:15:35 - mmengine - INFO - Epoch(val) [9][3820/6282] eta: 0:02:17 time: 0.0559 data_time: 0.0021 memory: 1155 2022/08/07 18:15:36 - mmengine - INFO - Epoch(val) [9][3840/6282] eta: 0:02:16 time: 0.0560 data_time: 0.0019 memory: 1155 2022/08/07 18:15:37 - mmengine - INFO - Epoch(val) [9][3860/6282] eta: 0:02:16 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 18:15:38 - mmengine - INFO - Epoch(val) [9][3880/6282] eta: 0:02:14 time: 0.0559 data_time: 0.0018 memory: 1155 2022/08/07 18:15:39 - mmengine - INFO - Epoch(val) [9][3900/6282] eta: 0:02:11 time: 0.0551 data_time: 0.0017 memory: 1155 2022/08/07 18:15:40 - mmengine - INFO - Epoch(val) [9][3920/6282] eta: 0:02:12 time: 0.0562 data_time: 0.0018 memory: 1155 2022/08/07 18:15:42 - mmengine - INFO - Epoch(val) [9][3940/6282] eta: 0:02:13 time: 0.0571 data_time: 0.0018 memory: 1155 2022/08/07 18:15:43 - mmengine - INFO - Epoch(val) [9][3960/6282] eta: 0:02:17 time: 0.0592 data_time: 0.0018 memory: 1155 2022/08/07 18:15:44 - mmengine - INFO - Epoch(val) [9][3980/6282] eta: 0:02:14 time: 0.0583 data_time: 0.0022 memory: 1155 2022/08/07 18:15:45 - mmengine - INFO - Epoch(val) [9][4000/6282] eta: 0:02:12 time: 0.0579 data_time: 0.0019 memory: 1155 2022/08/07 18:15:46 - mmengine - INFO - Epoch(val) [9][4020/6282] eta: 0:02:10 time: 0.0577 data_time: 0.0018 memory: 1155 2022/08/07 18:15:47 - mmengine - INFO - Epoch(val) [9][4040/6282] eta: 0:02:13 time: 0.0597 data_time: 0.0022 memory: 1234 2022/08/07 18:15:49 - mmengine - INFO - Epoch(val) [9][4060/6282] eta: 0:02:41 time: 0.0725 data_time: 0.0025 memory: 1234 2022/08/07 18:15:50 - mmengine - INFO - Epoch(val) [9][4080/6282] eta: 0:02:37 time: 0.0717 data_time: 0.0023 memory: 1234 2022/08/07 18:15:52 - mmengine - INFO - Epoch(val) [9][4100/6282] eta: 0:02:36 time: 0.0715 data_time: 0.0026 memory: 1234 2022/08/07 18:15:54 - mmengine - INFO - Epoch(val) [9][4120/6282] eta: 0:03:22 time: 0.0935 data_time: 0.0035 memory: 1234 2022/08/07 18:15:55 - mmengine - INFO - Epoch(val) [9][4140/6282] eta: 0:02:11 time: 0.0612 data_time: 0.0020 memory: 1234 2022/08/07 18:15:56 - mmengine - INFO - Epoch(val) [9][4160/6282] eta: 0:01:40 time: 0.0473 data_time: 0.0019 memory: 1097 2022/08/07 18:15:57 - mmengine - INFO - Epoch(val) [9][4180/6282] eta: 0:01:38 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 18:15:58 - mmengine - INFO - Epoch(val) [9][4200/6282] eta: 0:01:38 time: 0.0474 data_time: 0.0017 memory: 1097 2022/08/07 18:15:59 - mmengine - INFO - Epoch(val) [9][4220/6282] eta: 0:01:39 time: 0.0482 data_time: 0.0017 memory: 1097 2022/08/07 18:16:00 - mmengine - INFO - Epoch(val) [9][4240/6282] eta: 0:01:36 time: 0.0473 data_time: 0.0016 memory: 1097 2022/08/07 18:16:01 - mmengine - INFO - Epoch(val) [9][4260/6282] eta: 0:01:35 time: 0.0472 data_time: 0.0016 memory: 1096 2022/08/07 18:16:02 - mmengine - INFO - Epoch(val) [9][4280/6282] eta: 0:01:39 time: 0.0495 data_time: 0.0018 memory: 1096 2022/08/07 18:16:03 - mmengine - INFO - Epoch(val) [9][4300/6282] eta: 0:01:36 time: 0.0488 data_time: 0.0017 memory: 1096 2022/08/07 18:16:04 - mmengine - INFO - Epoch(val) [9][4320/6282] eta: 0:01:37 time: 0.0495 data_time: 0.0022 memory: 1096 2022/08/07 18:16:04 - mmengine - INFO - Epoch(val) [9][4340/6282] eta: 0:01:31 time: 0.0469 data_time: 0.0012 memory: 1096 2022/08/07 18:16:06 - mmengine - INFO - Epoch(val) [9][4360/6282] eta: 0:01:48 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 18:16:07 - mmengine - INFO - Epoch(val) [9][4380/6282] eta: 0:01:47 time: 0.0567 data_time: 0.0021 memory: 1155 2022/08/07 18:16:08 - mmengine - INFO - Epoch(val) [9][4400/6282] eta: 0:01:51 time: 0.0592 data_time: 0.0019 memory: 1155 2022/08/07 18:16:09 - mmengine - INFO - Epoch(val) [9][4420/6282] eta: 0:01:46 time: 0.0573 data_time: 0.0019 memory: 1155 2022/08/07 18:16:10 - mmengine - INFO - Epoch(val) [9][4440/6282] eta: 0:01:48 time: 0.0589 data_time: 0.0020 memory: 1163 2022/08/07 18:16:11 - mmengine - INFO - Epoch(val) [9][4460/6282] eta: 0:01:48 time: 0.0598 data_time: 0.0018 memory: 1163 2022/08/07 18:16:13 - mmengine - INFO - Epoch(val) [9][4480/6282] eta: 0:01:41 time: 0.0562 data_time: 0.0018 memory: 1163 2022/08/07 18:16:14 - mmengine - INFO - Epoch(val) [9][4500/6282] eta: 0:02:26 time: 0.0824 data_time: 0.0020 memory: 1163 2022/08/07 18:16:15 - mmengine - INFO - Epoch(val) [9][4520/6282] eta: 0:01:35 time: 0.0543 data_time: 0.0019 memory: 1163 2022/08/07 18:16:16 - mmengine - INFO - Epoch(val) [9][4540/6282] eta: 0:01:24 time: 0.0487 data_time: 0.0018 memory: 1101 2022/08/07 18:16:17 - mmengine - INFO - Epoch(val) [9][4560/6282] eta: 0:01:24 time: 0.0490 data_time: 0.0017 memory: 1101 2022/08/07 18:16:18 - mmengine - INFO - Epoch(val) [9][4580/6282] eta: 0:01:22 time: 0.0486 data_time: 0.0021 memory: 1101 2022/08/07 18:16:19 - mmengine - INFO - Epoch(val) [9][4600/6282] eta: 0:01:20 time: 0.0476 data_time: 0.0021 memory: 1101 2022/08/07 18:16:20 - mmengine - INFO - Epoch(val) [9][4620/6282] eta: 0:01:18 time: 0.0473 data_time: 0.0017 memory: 1101 2022/08/07 18:16:21 - mmengine - INFO - Epoch(val) [9][4640/6282] eta: 0:01:34 time: 0.0574 data_time: 0.0017 memory: 1163 2022/08/07 18:16:23 - mmengine - INFO - Epoch(val) [9][4660/6282] eta: 0:01:35 time: 0.0588 data_time: 0.0020 memory: 1163 2022/08/07 18:16:24 - mmengine - INFO - Epoch(val) [9][4680/6282] eta: 0:01:32 time: 0.0576 data_time: 0.0021 memory: 1163 2022/08/07 18:16:25 - mmengine - INFO - Epoch(val) [9][4700/6282] eta: 0:01:27 time: 0.0553 data_time: 0.0020 memory: 1163 2022/08/07 18:16:26 - mmengine - INFO - Epoch(val) [9][4720/6282] eta: 0:01:24 time: 0.0542 data_time: 0.0019 memory: 1163 2022/08/07 18:16:27 - mmengine - INFO - Epoch(val) [9][4740/6282] eta: 0:01:18 time: 0.0508 data_time: 0.0018 memory: 1122 2022/08/07 18:16:28 - mmengine - INFO - Epoch(val) [9][4760/6282] eta: 0:01:15 time: 0.0496 data_time: 0.0017 memory: 1122 2022/08/07 18:16:29 - mmengine - INFO - Epoch(val) [9][4780/6282] eta: 0:01:15 time: 0.0503 data_time: 0.0019 memory: 1122 2022/08/07 18:16:30 - mmengine - INFO - Epoch(val) [9][4800/6282] eta: 0:01:13 time: 0.0499 data_time: 0.0019 memory: 1122 2022/08/07 18:16:31 - mmengine - INFO - Epoch(val) [9][4820/6282] eta: 0:01:14 time: 0.0509 data_time: 0.0018 memory: 1155 2022/08/07 18:16:32 - mmengine - INFO - Epoch(val) [9][4840/6282] eta: 0:01:22 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 18:16:34 - mmengine - INFO - Epoch(val) [9][4860/6282] eta: 0:01:43 time: 0.0725 data_time: 0.0040 memory: 1155 2022/08/07 18:16:35 - mmengine - INFO - Epoch(val) [9][4880/6282] eta: 0:01:21 time: 0.0580 data_time: 0.0019 memory: 1155 2022/08/07 18:16:36 - mmengine - INFO - Epoch(val) [9][4900/6282] eta: 0:01:22 time: 0.0593 data_time: 0.0022 memory: 1155 2022/08/07 18:16:37 - mmengine - INFO - Epoch(val) [9][4920/6282] eta: 0:01:19 time: 0.0580 data_time: 0.0019 memory: 1158 2022/08/07 18:16:38 - mmengine - INFO - Epoch(val) [9][4940/6282] eta: 0:01:17 time: 0.0578 data_time: 0.0019 memory: 1158 2022/08/07 18:16:39 - mmengine - INFO - Epoch(val) [9][4960/6282] eta: 0:01:15 time: 0.0567 data_time: 0.0018 memory: 1158 2022/08/07 18:16:41 - mmengine - INFO - Epoch(val) [9][4980/6282] eta: 0:01:18 time: 0.0602 data_time: 0.0025 memory: 1158 2022/08/07 18:16:42 - mmengine - INFO - Epoch(val) [9][5000/6282] eta: 0:01:15 time: 0.0586 data_time: 0.0019 memory: 1158 2022/08/07 18:16:43 - mmengine - INFO - Epoch(val) [9][5020/6282] eta: 0:01:07 time: 0.0535 data_time: 0.0021 memory: 1158 2022/08/07 18:16:44 - mmengine - INFO - Epoch(val) [9][5040/6282] eta: 0:00:59 time: 0.0476 data_time: 0.0020 memory: 1101 2022/08/07 18:16:45 - mmengine - INFO - Epoch(val) [9][5060/6282] eta: 0:00:57 time: 0.0474 data_time: 0.0017 memory: 1101 2022/08/07 18:16:46 - mmengine - INFO - Epoch(val) [9][5080/6282] eta: 0:00:58 time: 0.0483 data_time: 0.0021 memory: 1101 2022/08/07 18:16:47 - mmengine - INFO - Epoch(val) [9][5100/6282] eta: 0:00:58 time: 0.0494 data_time: 0.0021 memory: 1101 2022/08/07 18:16:48 - mmengine - INFO - Epoch(val) [9][5120/6282] eta: 0:00:55 time: 0.0481 data_time: 0.0020 memory: 1101 2022/08/07 18:16:49 - mmengine - INFO - Epoch(val) [9][5140/6282] eta: 0:00:53 time: 0.0471 data_time: 0.0019 memory: 1097 2022/08/07 18:16:50 - 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Epoch(val) [9][5320/6282] eta: 0:00:48 time: 0.0500 data_time: 0.0026 memory: 1097 2022/08/07 18:16:59 - mmengine - INFO - Epoch(val) [9][5340/6282] eta: 0:00:44 time: 0.0475 data_time: 0.0019 memory: 1097 2022/08/07 18:17:00 - mmengine - INFO - Epoch(val) [9][5360/6282] eta: 0:00:43 time: 0.0475 data_time: 0.0018 memory: 1097 2022/08/07 18:17:01 - mmengine - INFO - Epoch(val) [9][5380/6282] eta: 0:00:43 time: 0.0482 data_time: 0.0022 memory: 1097 2022/08/07 18:17:02 - mmengine - INFO - Epoch(val) [9][5400/6282] eta: 0:00:43 time: 0.0493 data_time: 0.0020 memory: 1097 2022/08/07 18:17:03 - mmengine - INFO - Epoch(val) [9][5420/6282] eta: 0:00:42 time: 0.0489 data_time: 0.0019 memory: 1097 2022/08/07 18:17:04 - mmengine - INFO - Epoch(val) [9][5440/6282] eta: 0:00:41 time: 0.0493 data_time: 0.0025 memory: 1097 2022/08/07 18:17:04 - mmengine - INFO - Epoch(val) [9][5460/6282] eta: 0:00:38 time: 0.0468 data_time: 0.0018 memory: 1097 2022/08/07 18:17:05 - mmengine - INFO - Epoch(val) [9][5480/6282] eta: 0:00:38 time: 0.0483 data_time: 0.0021 memory: 1097 2022/08/07 18:17:06 - mmengine - INFO - Epoch(val) [9][5500/6282] eta: 0:00:37 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 18:17:07 - mmengine - INFO - Epoch(val) [9][5520/6282] eta: 0:00:36 time: 0.0480 data_time: 0.0019 memory: 1118 2022/08/07 18:17:08 - mmengine - INFO - Epoch(val) [9][5540/6282] eta: 0:00:34 time: 0.0466 data_time: 0.0017 memory: 1118 2022/08/07 18:17:09 - mmengine - INFO - Epoch(val) [9][5560/6282] eta: 0:00:35 time: 0.0490 data_time: 0.0018 memory: 1118 2022/08/07 18:17:10 - mmengine - INFO - Epoch(val) [9][5580/6282] eta: 0:00:33 time: 0.0480 data_time: 0.0018 memory: 1118 2022/08/07 18:17:11 - mmengine - INFO - Epoch(val) [9][5600/6282] eta: 0:00:34 time: 0.0501 data_time: 0.0021 memory: 1118 2022/08/07 18:17:12 - mmengine - INFO - Epoch(val) [9][5620/6282] eta: 0:00:31 time: 0.0480 data_time: 0.0021 memory: 1118 2022/08/07 18:17:14 - mmengine - INFO - Epoch(val) [9][5640/6282] eta: 0:00:46 time: 0.0730 data_time: 0.0059 memory: 1097 2022/08/07 18:17:15 - mmengine - INFO - Epoch(val) [9][5660/6282] eta: 0:00:30 time: 0.0483 data_time: 0.0021 memory: 1097 2022/08/07 18:17:16 - mmengine - INFO - Epoch(val) [9][5680/6282] eta: 0:00:29 time: 0.0487 data_time: 0.0019 memory: 1097 2022/08/07 18:17:17 - mmengine - INFO - Epoch(val) [9][5700/6282] eta: 0:00:28 time: 0.0482 data_time: 0.0023 memory: 1097 2022/08/07 18:17:18 - mmengine - INFO - Epoch(val) [9][5720/6282] eta: 0:00:27 time: 0.0488 data_time: 0.0019 memory: 1130 2022/08/07 18:17:19 - mmengine - INFO - Epoch(val) [9][5740/6282] eta: 0:00:26 time: 0.0483 data_time: 0.0017 memory: 1130 2022/08/07 18:17:20 - mmengine - INFO - Epoch(val) [9][5760/6282] eta: 0:00:25 time: 0.0486 data_time: 0.0018 memory: 1130 2022/08/07 18:17:21 - mmengine - INFO - Epoch(val) [9][5780/6282] eta: 0:00:25 time: 0.0500 data_time: 0.0018 memory: 1130 2022/08/07 18:17:22 - mmengine - INFO - Epoch(val) [9][5800/6282] eta: 0:00:24 time: 0.0501 data_time: 0.0018 memory: 1130 2022/08/07 18:17:23 - mmengine - INFO - Epoch(val) [9][5820/6282] eta: 0:00:22 time: 0.0492 data_time: 0.0018 memory: 1130 2022/08/07 18:17:24 - mmengine - INFO - Epoch(val) [9][5840/6282] eta: 0:00:23 time: 0.0539 data_time: 0.0020 memory: 1118 2022/08/07 18:17:25 - mmengine - INFO - Epoch(val) [9][5860/6282] eta: 0:00:21 time: 0.0503 data_time: 0.0020 memory: 1118 2022/08/07 18:17:26 - mmengine - INFO - Epoch(val) [9][5880/6282] eta: 0:00:20 time: 0.0499 data_time: 0.0019 memory: 1118 2022/08/07 18:17:27 - mmengine - INFO - Epoch(val) [9][5900/6282] eta: 0:00:19 time: 0.0505 data_time: 0.0019 memory: 1118 2022/08/07 18:17:28 - mmengine - INFO - Epoch(val) [9][5920/6282] eta: 0:00:18 time: 0.0505 data_time: 0.0019 memory: 1118 2022/08/07 18:17:29 - mmengine - INFO - Epoch(val) [9][5940/6282] eta: 0:00:16 time: 0.0496 data_time: 0.0022 memory: 1097 2022/08/07 18:17:30 - mmengine - INFO - Epoch(val) [9][5960/6282] eta: 0:00:16 time: 0.0498 data_time: 0.0024 memory: 1097 2022/08/07 18:17:31 - mmengine - INFO - Epoch(val) [9][5980/6282] eta: 0:00:15 time: 0.0513 data_time: 0.0020 memory: 1097 2022/08/07 18:17:32 - mmengine - INFO - Epoch(val) [9][6000/6282] eta: 0:00:15 time: 0.0556 data_time: 0.0019 memory: 1155 2022/08/07 18:17:33 - mmengine - INFO - Epoch(val) [9][6020/6282] eta: 0:00:21 time: 0.0812 data_time: 0.0027 memory: 1155 2022/08/07 18:17:35 - mmengine - INFO - Epoch(val) [9][6040/6282] eta: 0:00:13 time: 0.0555 data_time: 0.0021 memory: 1155 2022/08/07 18:17:36 - mmengine - INFO - Epoch(val) [9][6060/6282] eta: 0:00:12 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 18:17:37 - mmengine - INFO - Epoch(val) [9][6080/6282] eta: 0:00:11 time: 0.0548 data_time: 0.0017 memory: 1155 2022/08/07 18:17:38 - mmengine - INFO - Epoch(val) [9][6100/6282] eta: 0:00:10 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 18:17:39 - mmengine - INFO - Epoch(val) [9][6120/6282] eta: 0:00:08 time: 0.0555 data_time: 0.0016 memory: 1155 2022/08/07 18:17:40 - mmengine - INFO - Epoch(val) [9][6140/6282] eta: 0:00:07 time: 0.0540 data_time: 0.0018 memory: 1155 2022/08/07 18:17:41 - mmengine - INFO - Epoch(val) [9][6160/6282] eta: 0:00:06 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 18:17:42 - mmengine - INFO - Epoch(val) [9][6180/6282] eta: 0:00:05 time: 0.0536 data_time: 0.0016 memory: 1155 2022/08/07 18:17:43 - mmengine - INFO - Epoch(val) [9][6200/6282] eta: 0:00:04 time: 0.0557 data_time: 0.0017 memory: 1155 2022/08/07 18:17:44 - mmengine - INFO - Epoch(val) [9][6220/6282] eta: 0:00:03 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 18:17:45 - mmengine - INFO - Epoch(val) [9][6240/6282] eta: 0:00:02 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 18:17:47 - mmengine - INFO - Epoch(val) [9][6260/6282] eta: 0:00:01 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 18:17:48 - mmengine - INFO - Epoch(val) [9][6280/6282] eta: 0:00:00 time: 0.0543 data_time: 0.0022 memory: 1155 2022/08/07 18:21:47 - mmengine - INFO - Epoch(val) [9][6282/6282] mAP/mAP@0.5IOU: 0.2433 2022/08/07 18:21:47 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_9.pth is removed 2022/08/07 18:21:51 - 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 18:22:09 - mmengine - INFO - Epoch(train) [10][20/1441] lr: 2.0000e-01 eta: 4:07:17 time: 0.9238 data_time: 0.0603 memory: 23477 grad_norm: 0.1129 recall@thr=0.5: 0.7054 prec@thr=0.5: 0.8140 recall@top3: 0.8566 prec@top3: 0.6822 recall@top5: 0.9845 prec@top5: 0.4884 loss_action_cls: 0.0402 loss: 0.0402 2022/08/07 18:22:20 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 18:22:28 - mmengine - INFO - Epoch(train) [10][40/1441] lr: 2.0000e-01 eta: 4:06:58 time: 0.9283 data_time: 0.0227 memory: 23477 grad_norm: 0.1172 recall@thr=0.5: 0.7460 prec@thr=0.5: 0.8770 recall@top3: 0.8571 prec@top3: 0.7381 recall@top5: 0.9643 prec@top5: 0.5095 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 18:22:46 - mmengine - INFO - Epoch(train) [10][60/1441] lr: 2.0000e-01 eta: 4:06:39 time: 0.9157 data_time: 0.0247 memory: 23477 grad_norm: 0.1130 recall@thr=0.5: 0.7648 prec@thr=0.5: 0.8495 recall@top3: 0.8750 prec@top3: 0.6559 recall@top5: 0.9731 prec@top5: 0.4452 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 18:23:05 - mmengine - INFO - Epoch(train) [10][80/1441] lr: 2.0000e-01 eta: 4:06:20 time: 0.9289 data_time: 0.0214 memory: 23477 grad_norm: 0.1154 recall@thr=0.5: 0.7867 prec@thr=0.5: 0.8037 recall@top3: 0.8153 prec@top3: 0.7067 recall@top5: 0.9533 prec@top5: 0.4920 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 18:23:23 - mmengine - INFO - Epoch(train) [10][100/1441] lr: 2.0000e-01 eta: 4:06:01 time: 0.9208 data_time: 0.0241 memory: 23477 grad_norm: 0.1148 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.8300 recall@top3: 0.7750 prec@top3: 0.6600 recall@top5: 0.9117 prec@top5: 0.4720 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 18:23:42 - mmengine - INFO - Epoch(train) [10][120/1441] lr: 2.0000e-01 eta: 4:05:42 time: 0.9307 data_time: 0.0257 memory: 23477 grad_norm: 0.1136 recall@thr=0.5: 0.8371 prec@thr=0.5: 0.9015 recall@top3: 0.9318 prec@top3: 0.8182 recall@top5: 1.0000 prec@top5: 0.5364 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 18:24:00 - mmengine - INFO - Epoch(train) [10][140/1441] lr: 2.0000e-01 eta: 4:05:23 time: 0.9200 data_time: 0.0301 memory: 23477 grad_norm: 0.1111 recall@thr=0.5: 0.7543 prec@thr=0.5: 0.8718 recall@top3: 0.8654 prec@top3: 0.6838 recall@top5: 0.9103 prec@top5: 0.4359 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 18:24:19 - mmengine - INFO - Epoch(train) [10][160/1441] lr: 2.0000e-01 eta: 4:05:04 time: 0.9388 data_time: 0.0210 memory: 23477 grad_norm: 0.1120 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.7062 recall@top3: 0.7763 prec@top3: 0.6667 recall@top5: 0.9462 prec@top5: 0.4750 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 18:24:38 - mmengine - INFO - Epoch(train) [10][180/1441] lr: 2.0000e-01 eta: 4:04:45 time: 0.9409 data_time: 0.0244 memory: 23477 grad_norm: 0.1099 recall@thr=0.5: 0.6369 prec@thr=0.5: 0.7288 recall@top3: 0.8108 prec@top3: 0.7059 recall@top5: 0.9382 prec@top5: 0.5020 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 18:24:57 - mmengine - INFO - Epoch(train) [10][200/1441] lr: 2.0000e-01 eta: 4:04:27 time: 0.9438 data_time: 0.0192 memory: 23477 grad_norm: 0.1139 recall@thr=0.5: 0.7520 prec@thr=0.5: 0.8583 recall@top3: 0.8573 prec@top3: 0.7800 recall@top5: 0.9567 prec@top5: 0.5360 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 18:25:15 - mmengine - INFO - Epoch(train) [10][220/1441] lr: 2.0000e-01 eta: 4:04:07 time: 0.8933 data_time: 0.0296 memory: 23477 grad_norm: 0.1076 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8889 recall@top3: 0.8710 prec@top3: 0.7460 recall@top5: 0.9841 prec@top5: 0.5190 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 18:25:33 - mmengine - INFO - Epoch(train) [10][240/1441] lr: 2.0000e-01 eta: 4:03:48 time: 0.9110 data_time: 0.0202 memory: 23477 grad_norm: 0.1146 recall@thr=0.5: 0.7562 prec@thr=0.5: 0.7246 recall@top3: 0.8196 prec@top3: 0.7391 recall@top5: 0.9420 prec@top5: 0.5348 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 18:25:51 - mmengine - INFO - Epoch(train) [10][260/1441] lr: 2.0000e-01 eta: 4:03:28 time: 0.9122 data_time: 0.0241 memory: 23477 grad_norm: 0.1134 recall@thr=0.5: 0.6622 prec@thr=0.5: 0.8698 recall@top3: 0.7840 prec@top3: 0.7917 recall@top5: 0.9215 prec@top5: 0.5625 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 18:26:09 - mmengine - INFO - Epoch(train) [10][280/1441] lr: 2.0000e-01 eta: 4:03:09 time: 0.8958 data_time: 0.0224 memory: 23477 grad_norm: 0.1257 recall@thr=0.5: 0.7302 prec@thr=0.5: 0.9087 recall@top3: 0.8313 prec@top3: 0.6905 recall@top5: 0.9325 prec@top5: 0.4810 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 18:26:28 - mmengine - INFO - Epoch(train) [10][300/1441] lr: 2.0000e-01 eta: 4:02:50 time: 0.9333 data_time: 0.0238 memory: 23477 grad_norm: 0.1129 recall@thr=0.5: 0.7901 prec@thr=0.5: 0.8164 recall@top3: 0.8302 prec@top3: 0.6914 recall@top5: 0.9398 prec@top5: 0.4852 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 18:26:46 - mmengine - INFO - Epoch(train) [10][320/1441] lr: 2.0000e-01 eta: 4:02:31 time: 0.9275 data_time: 0.0207 memory: 23477 grad_norm: 0.1130 recall@thr=0.5: 0.6757 prec@thr=0.5: 0.7826 recall@top3: 0.8351 prec@top3: 0.6304 recall@top5: 0.9601 prec@top5: 0.4304 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 18:27:05 - mmengine - INFO - Epoch(train) [10][340/1441] lr: 2.0000e-01 eta: 4:02:12 time: 0.9195 data_time: 0.0273 memory: 23477 grad_norm: 0.1166 recall@thr=0.5: 0.7609 prec@thr=0.5: 0.8732 recall@top3: 0.8424 prec@top3: 0.7319 recall@top5: 0.9547 prec@top5: 0.5130 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 18:27:23 - mmengine - INFO - Epoch(train) [10][360/1441] lr: 2.0000e-01 eta: 4:01:53 time: 0.9302 data_time: 0.0251 memory: 23477 grad_norm: 0.1109 recall@thr=0.5: 0.7156 prec@thr=0.5: 0.8229 recall@top3: 0.8443 prec@top3: 0.6771 recall@top5: 0.8844 prec@top5: 0.4375 loss_action_cls: 0.0408 loss: 0.0408 2022/08/07 18:27:42 - mmengine - INFO - Epoch(train) [10][380/1441] lr: 2.0000e-01 eta: 4:01:34 time: 0.9243 data_time: 0.0277 memory: 23477 grad_norm: 0.1077 recall@thr=0.5: 0.7633 prec@thr=0.5: 0.8731 recall@top3: 0.8996 prec@top3: 0.7273 recall@top5: 0.9848 prec@top5: 0.4909 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 18:28:00 - mmengine - INFO - Epoch(train) [10][400/1441] lr: 2.0000e-01 eta: 4:01:14 time: 0.9092 data_time: 0.0209 memory: 23477 grad_norm: 0.1088 recall@thr=0.5: 0.7211 prec@thr=0.5: 0.8469 recall@top3: 0.8255 prec@top3: 0.7143 recall@top5: 0.9252 prec@top5: 0.4939 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 18:28:18 - mmengine - INFO - Epoch(train) [10][420/1441] lr: 2.0000e-01 eta: 4:00:55 time: 0.9142 data_time: 0.0343 memory: 23477 grad_norm: 0.1176 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.7935 recall@top3: 0.7685 prec@top3: 0.6884 recall@top5: 0.9123 prec@top5: 0.4913 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 18:28:36 - mmengine - INFO - Epoch(train) [10][440/1441] lr: 2.0000e-01 eta: 4:00:36 time: 0.9093 data_time: 0.0205 memory: 23477 grad_norm: 0.1106 recall@thr=0.5: 0.7440 prec@thr=0.5: 0.8643 recall@top3: 0.8730 prec@top3: 0.7063 recall@top5: 0.9762 prec@top5: 0.4857 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 18:28:55 - mmengine - INFO - Epoch(train) [10][460/1441] lr: 2.0000e-01 eta: 4:00:17 time: 0.9356 data_time: 0.0248 memory: 23477 grad_norm: 0.1136 recall@thr=0.5: 0.8768 prec@thr=0.5: 0.9163 recall@top3: 0.8680 prec@top3: 0.8431 recall@top5: 0.9820 prec@top5: 0.5843 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 18:29:13 - mmengine - INFO - Epoch(train) [10][480/1441] lr: 2.0000e-01 eta: 3:59:57 time: 0.8884 data_time: 0.0199 memory: 23477 grad_norm: 0.1157 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.7625 recall@top3: 0.8354 prec@top3: 0.6833 recall@top5: 0.9458 prec@top5: 0.4850 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 18:29:31 - mmengine - INFO - Epoch(train) [10][500/1441] lr: 2.0000e-01 eta: 3:59:38 time: 0.9290 data_time: 0.0231 memory: 23477 grad_norm: 0.1108 recall@thr=0.5: 0.7439 prec@thr=0.5: 0.8333 recall@top3: 0.8699 prec@top3: 0.6423 recall@top5: 0.9756 prec@top5: 0.4537 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 18:29:50 - mmengine - INFO - Epoch(train) [10][520/1441] lr: 2.0000e-01 eta: 3:59:19 time: 0.9260 data_time: 0.0214 memory: 23477 grad_norm: 0.1180 recall@thr=0.5: 0.7136 prec@thr=0.5: 0.7650 recall@top3: 0.8167 prec@top3: 0.7007 recall@top5: 0.9337 prec@top5: 0.4939 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 18:30:09 - mmengine - INFO - Epoch(train) [10][540/1441] lr: 2.0000e-01 eta: 3:59:01 time: 0.9595 data_time: 0.0286 memory: 23477 grad_norm: 0.1132 recall@thr=0.5: 0.7185 prec@thr=0.5: 0.6982 recall@top3: 0.7477 prec@top3: 0.5676 recall@top5: 0.9032 prec@top5: 0.4378 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 18:30:28 - mmengine - INFO - Epoch(train) [10][560/1441] lr: 2.0000e-01 eta: 3:58:42 time: 0.9273 data_time: 0.0200 memory: 23477 grad_norm: 0.1100 recall@thr=0.5: 0.7632 prec@thr=0.5: 0.7713 recall@top3: 0.7939 prec@top3: 0.7281 recall@top5: 0.9349 prec@top5: 0.5342 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 18:30:46 - mmengine - INFO - Epoch(train) [10][580/1441] lr: 2.0000e-01 eta: 3:58:23 time: 0.9200 data_time: 0.0246 memory: 23477 grad_norm: 0.1113 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.8625 recall@top3: 0.8375 prec@top3: 0.6083 recall@top5: 0.9375 prec@top5: 0.4300 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 18:31:04 - mmengine - INFO - Epoch(train) [10][600/1441] lr: 2.0000e-01 eta: 3:58:03 time: 0.9022 data_time: 0.0198 memory: 23477 grad_norm: 0.1097 recall@thr=0.5: 0.5942 prec@thr=0.5: 0.6848 recall@top3: 0.7826 prec@top3: 0.6159 recall@top5: 0.8732 prec@top5: 0.4261 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 18:31:23 - mmengine - INFO - Epoch(train) [10][620/1441] lr: 2.0000e-01 eta: 3:57:45 time: 0.9307 data_time: 0.0241 memory: 23477 grad_norm: 0.1138 recall@thr=0.5: 0.7096 prec@thr=0.5: 0.8586 recall@top3: 0.8712 prec@top3: 0.7172 recall@top5: 0.9343 prec@top5: 0.4727 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 18:31:41 - mmengine - INFO - Epoch(train) [10][640/1441] lr: 2.0000e-01 eta: 3:57:25 time: 0.9043 data_time: 0.0223 memory: 23477 grad_norm: 0.1147 recall@thr=0.5: 0.7873 prec@thr=0.5: 0.7281 recall@top3: 0.8640 prec@top3: 0.6491 recall@top5: 0.9737 prec@top5: 0.4526 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 18:31:59 - mmengine - INFO - Epoch(train) [10][660/1441] lr: 2.0000e-01 eta: 3:57:06 time: 0.9050 data_time: 0.0239 memory: 23477 grad_norm: 0.1103 recall@thr=0.5: 0.7680 prec@thr=0.5: 0.7703 recall@top3: 0.7815 prec@top3: 0.6306 recall@top5: 0.9414 prec@top5: 0.4703 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 18:32:18 - mmengine - INFO - Epoch(train) [10][680/1441] lr: 2.0000e-01 eta: 3:56:47 time: 0.9528 data_time: 0.0244 memory: 23477 grad_norm: 0.1172 recall@thr=0.5: 0.6809 prec@thr=0.5: 0.8496 recall@top3: 0.8049 prec@top3: 0.6748 recall@top5: 0.8984 prec@top5: 0.4634 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 18:32:36 - mmengine - INFO - Epoch(train) [10][700/1441] lr: 2.0000e-01 eta: 3:56:28 time: 0.9079 data_time: 0.0265 memory: 23477 grad_norm: 0.1120 recall@thr=0.5: 0.7419 prec@thr=0.5: 0.7905 recall@top3: 0.7838 prec@top3: 0.6190 recall@top5: 0.8705 prec@top5: 0.4229 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 18:32:55 - mmengine - INFO - Epoch(train) [10][720/1441] lr: 2.0000e-01 eta: 3:56:09 time: 0.9189 data_time: 0.0269 memory: 23477 grad_norm: 0.1102 recall@thr=0.5: 0.7268 prec@thr=0.5: 0.8393 recall@top3: 0.7940 prec@top3: 0.7500 recall@top5: 0.9557 prec@top5: 0.5607 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 18:33:13 - mmengine - INFO - Epoch(train) [10][740/1441] lr: 2.0000e-01 eta: 3:55:50 time: 0.9164 data_time: 0.0247 memory: 23477 grad_norm: 0.1113 recall@thr=0.5: 0.7937 prec@thr=0.5: 0.8333 recall@top3: 0.8819 prec@top3: 0.7259 recall@top5: 0.9826 prec@top5: 0.4933 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 18:33:31 - mmengine - INFO - Epoch(train) [10][760/1441] lr: 2.0000e-01 eta: 3:55:30 time: 0.9137 data_time: 0.0230 memory: 23477 grad_norm: 0.1108 recall@thr=0.5: 0.7714 prec@thr=0.5: 0.8547 recall@top3: 0.8611 prec@top3: 0.7350 recall@top5: 0.9722 prec@top5: 0.5179 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 18:33:49 - mmengine - INFO - Epoch(train) [10][780/1441] lr: 2.0000e-01 eta: 3:55:11 time: 0.9123 data_time: 0.0389 memory: 23477 grad_norm: 0.1120 recall@thr=0.5: 0.6013 prec@thr=0.5: 0.7059 recall@top3: 0.8366 prec@top3: 0.6928 recall@top5: 0.9559 prec@top5: 0.4824 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 18:34:08 - mmengine - INFO - Epoch(train) [10][800/1441] lr: 2.0000e-01 eta: 3:54:52 time: 0.9093 data_time: 0.0230 memory: 23477 grad_norm: 0.1132 recall@thr=0.5: 0.7327 prec@thr=0.5: 0.8270 recall@top3: 0.8239 prec@top3: 0.7925 recall@top5: 0.9638 prec@top5: 0.5547 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 18:34:26 - mmengine - INFO - Epoch(train) [10][820/1441] lr: 2.0000e-01 eta: 3:54:32 time: 0.9037 data_time: 0.0235 memory: 23477 grad_norm: 0.1117 recall@thr=0.5: 0.7728 prec@thr=0.5: 0.7259 recall@top3: 0.8702 prec@top3: 0.6140 recall@top5: 0.9491 prec@top5: 0.4105 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 18:34:45 - mmengine - INFO - Epoch(train) [10][840/1441] lr: 2.0000e-01 eta: 3:54:14 time: 0.9464 data_time: 0.0235 memory: 23477 grad_norm: 0.1132 recall@thr=0.5: 0.7149 prec@thr=0.5: 0.8217 recall@top3: 0.8159 prec@top3: 0.6812 recall@top5: 0.9225 prec@top5: 0.4826 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 18:35:03 - mmengine - INFO - Epoch(train) [10][860/1441] lr: 2.0000e-01 eta: 3:53:54 time: 0.8976 data_time: 0.0217 memory: 23477 grad_norm: 0.1096 recall@thr=0.5: 0.6997 prec@thr=0.5: 0.7487 recall@top3: 0.7703 prec@top3: 0.6471 recall@top5: 0.9549 prec@top5: 0.4824 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 18:35:21 - mmengine - INFO - Epoch(train) [10][880/1441] lr: 2.0000e-01 eta: 3:53:35 time: 0.9105 data_time: 0.0235 memory: 23477 grad_norm: 0.1151 recall@thr=0.5: 0.7647 prec@thr=0.5: 0.6993 recall@top3: 0.7941 prec@top3: 0.6275 recall@top5: 0.9020 prec@top5: 0.4510 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 18:35:40 - mmengine - INFO - Epoch(train) [10][900/1441] lr: 2.0000e-01 eta: 3:53:16 time: 0.9383 data_time: 0.0245 memory: 23477 grad_norm: 0.1129 recall@thr=0.5: 0.7993 prec@thr=0.5: 0.8350 recall@top3: 0.8526 prec@top3: 0.7190 recall@top5: 0.9438 prec@top5: 0.4941 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 18:35:58 - mmengine - INFO - Epoch(train) [10][920/1441] lr: 2.0000e-01 eta: 3:52:57 time: 0.9149 data_time: 0.0239 memory: 23477 grad_norm: 0.1122 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.8167 recall@top3: 0.7750 prec@top3: 0.7333 recall@top5: 0.9361 prec@top5: 0.5433 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 18:36:16 - mmengine - INFO - Epoch(train) [10][940/1441] lr: 2.0000e-01 eta: 3:52:38 time: 0.9027 data_time: 0.0254 memory: 23477 grad_norm: 0.1161 recall@thr=0.5: 0.7805 prec@thr=0.5: 0.8902 recall@top3: 0.8740 prec@top3: 0.7154 recall@top5: 0.9431 prec@top5: 0.4683 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 18:36:33 - mmengine - INFO - Epoch(train) [10][960/1441] lr: 2.0000e-01 eta: 3:52:18 time: 0.8777 data_time: 0.0228 memory: 23477 grad_norm: 0.1157 recall@thr=0.5: 0.8322 prec@thr=0.5: 0.8818 recall@top3: 0.8845 prec@top3: 0.8062 recall@top5: 0.9674 prec@top5: 0.5349 loss_action_cls: 0.0402 loss: 0.0402 2022/08/07 18:36:52 - mmengine - INFO - Epoch(train) [10][980/1441] lr: 2.0000e-01 eta: 3:51:59 time: 0.9139 data_time: 0.0245 memory: 23477 grad_norm: 0.1146 recall@thr=0.5: 0.6881 prec@thr=0.5: 0.8667 recall@top3: 0.8437 prec@top3: 0.7407 recall@top5: 0.9578 prec@top5: 0.5200 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 18:37:10 - mmengine - INFO - Epoch(train) [10][1000/1441] lr: 2.0000e-01 eta: 3:51:39 time: 0.9085 data_time: 0.0320 memory: 23477 grad_norm: 0.1093 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7352 recall@top3: 0.8843 prec@top3: 0.6019 recall@top5: 0.9699 prec@top5: 0.4222 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 18:37:29 - mmengine - INFO - Epoch(train) [10][1020/1441] lr: 2.0000e-01 eta: 3:51:21 time: 0.9381 data_time: 0.0227 memory: 23477 grad_norm: 0.1147 recall@thr=0.5: 0.6932 prec@thr=0.5: 0.8030 recall@top3: 0.7727 prec@top3: 0.6212 recall@top5: 0.8807 prec@top5: 0.4318 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 18:37:38 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 18:37:47 - mmengine - INFO - Epoch(train) [10][1040/1441] lr: 2.0000e-01 eta: 3:51:01 time: 0.9051 data_time: 0.0280 memory: 23477 grad_norm: 0.1065 recall@thr=0.5: 0.8046 prec@thr=0.5: 0.8333 recall@top3: 0.8269 prec@top3: 0.7222 recall@top5: 0.9537 prec@top5: 0.5278 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 18:38:05 - mmengine - INFO - Epoch(train) [10][1060/1441] lr: 2.0000e-01 eta: 3:50:42 time: 0.8888 data_time: 0.0278 memory: 23477 grad_norm: 0.1102 recall@thr=0.5: 0.6837 prec@thr=0.5: 0.8598 recall@top3: 0.8220 prec@top3: 0.6515 recall@top5: 0.9205 prec@top5: 0.4455 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 18:38:23 - mmengine - INFO - Epoch(train) [10][1080/1441] lr: 2.0000e-01 eta: 3:50:23 time: 0.9256 data_time: 0.0237 memory: 23477 grad_norm: 0.1105 recall@thr=0.5: 0.7016 prec@thr=0.5: 0.7907 recall@top3: 0.8295 prec@top3: 0.6744 recall@top5: 0.9457 prec@top5: 0.4651 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 18:38:41 - mmengine - INFO - Epoch(train) [10][1100/1441] lr: 2.0000e-01 eta: 3:50:03 time: 0.9048 data_time: 0.0259 memory: 23477 grad_norm: 0.1156 recall@thr=0.5: 0.7105 prec@thr=0.5: 0.7114 recall@top3: 0.7528 prec@top3: 0.6296 recall@top5: 0.9290 prec@top5: 0.4815 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 18:38:59 - mmengine - INFO - Epoch(train) [10][1120/1441] lr: 2.0000e-01 eta: 3:49:44 time: 0.9060 data_time: 0.0236 memory: 23477 grad_norm: 0.1097 recall@thr=0.5: 0.7837 prec@thr=0.5: 0.8185 recall@top3: 0.8467 prec@top3: 0.6667 recall@top5: 0.9533 prec@top5: 0.4667 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 18:39:18 - mmengine - INFO - Epoch(train) [10][1140/1441] lr: 2.0000e-01 eta: 3:49:25 time: 0.9232 data_time: 0.0251 memory: 23477 grad_norm: 0.1138 recall@thr=0.5: 0.6238 prec@thr=0.5: 0.7476 recall@top3: 0.7690 prec@top3: 0.5619 recall@top5: 0.9429 prec@top5: 0.4057 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 18:39:36 - mmengine - INFO - Epoch(train) [10][1160/1441] lr: 2.0000e-01 eta: 3:49:06 time: 0.9057 data_time: 0.0242 memory: 23477 grad_norm: 0.1134 recall@thr=0.5: 0.5911 prec@thr=0.5: 0.6725 recall@top3: 0.7539 prec@top3: 0.6744 recall@top5: 0.9031 prec@top5: 0.4930 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 18:39:54 - mmengine - INFO - Epoch(train) [10][1180/1441] lr: 2.0000e-01 eta: 3:48:46 time: 0.9032 data_time: 0.0251 memory: 23477 grad_norm: 0.1142 recall@thr=0.5: 0.7447 prec@thr=0.5: 0.8191 recall@top3: 0.8369 prec@top3: 0.7447 recall@top5: 0.9486 prec@top5: 0.5191 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 18:40:12 - mmengine - INFO - Epoch(train) [10][1200/1441] lr: 2.0000e-01 eta: 3:48:27 time: 0.9209 data_time: 0.0247 memory: 23477 grad_norm: 0.1155 recall@thr=0.5: 0.5950 prec@thr=0.5: 0.7519 recall@top3: 0.8120 prec@top3: 0.6977 recall@top5: 0.9399 prec@top5: 0.5023 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 18:40:30 - mmengine - INFO - Epoch(train) [10][1220/1441] lr: 2.0000e-01 eta: 3:48:08 time: 0.9055 data_time: 0.0248 memory: 23477 grad_norm: 0.1115 recall@thr=0.5: 0.6407 prec@thr=0.5: 0.7852 recall@top3: 0.7944 prec@top3: 0.6222 recall@top5: 0.9463 prec@top5: 0.4711 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 18:40:49 - mmengine - INFO - Epoch(train) [10][1240/1441] lr: 2.0000e-01 eta: 3:47:49 time: 0.9079 data_time: 0.0226 memory: 23477 grad_norm: 0.1102 recall@thr=0.5: 0.8476 prec@thr=0.5: 0.9147 recall@top3: 0.8663 prec@top3: 0.7381 recall@top5: 0.9623 prec@top5: 0.5190 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 18:41:07 - mmengine - INFO - Epoch(train) [10][1260/1441] lr: 2.0000e-01 eta: 3:47:30 time: 0.9276 data_time: 0.0253 memory: 23477 grad_norm: 0.1140 recall@thr=0.5: 0.6837 prec@thr=0.5: 0.8095 recall@top3: 0.8486 prec@top3: 0.7211 recall@top5: 0.9354 prec@top5: 0.4898 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 18:41:25 - mmengine - INFO - Epoch(train) [10][1280/1441] lr: 2.0000e-01 eta: 3:47:11 time: 0.9111 data_time: 0.0341 memory: 23477 grad_norm: 0.1118 recall@thr=0.5: 0.8068 prec@thr=0.5: 0.7841 recall@top3: 0.8106 prec@top3: 0.7197 recall@top5: 0.9280 prec@top5: 0.5091 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 18:41:44 - mmengine - INFO - Epoch(train) [10][1300/1441] lr: 2.0000e-01 eta: 3:46:51 time: 0.9052 data_time: 0.0249 memory: 23477 grad_norm: 0.1144 recall@thr=0.5: 0.6868 prec@thr=0.5: 0.8211 recall@top3: 0.8258 prec@top3: 0.7673 recall@top5: 0.9538 prec@top5: 0.5434 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 18:42:02 - mmengine - INFO - Epoch(train) [10][1320/1441] lr: 2.0000e-01 eta: 3:46:32 time: 0.9144 data_time: 0.0247 memory: 23477 grad_norm: 0.1169 recall@thr=0.5: 0.8079 prec@thr=0.5: 0.8574 recall@top3: 0.8750 prec@top3: 0.6852 recall@top5: 0.9583 prec@top5: 0.4667 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 18:42:20 - mmengine - INFO - Epoch(train) [10][1340/1441] lr: 2.0000e-01 eta: 3:46:13 time: 0.9244 data_time: 0.0263 memory: 23477 grad_norm: 0.1117 recall@thr=0.5: 0.6528 prec@thr=0.5: 0.7433 recall@top3: 0.7643 prec@top3: 0.6349 recall@top5: 0.9202 prec@top5: 0.4667 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 18:42:39 - mmengine - INFO - Epoch(train) [10][1360/1441] lr: 2.0000e-01 eta: 3:45:54 time: 0.9160 data_time: 0.0250 memory: 23477 grad_norm: 0.1072 recall@thr=0.5: 0.6196 prec@thr=0.5: 0.7971 recall@top3: 0.8395 prec@top3: 0.7246 recall@top5: 0.9913 prec@top5: 0.5130 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 18:42:57 - mmengine - INFO - Epoch(train) [10][1380/1441] lr: 2.0000e-01 eta: 3:45:35 time: 0.9235 data_time: 0.0247 memory: 23477 grad_norm: 0.1131 recall@thr=0.5: 0.7305 prec@thr=0.5: 0.8404 recall@top3: 0.8298 prec@top3: 0.6525 recall@top5: 0.9681 prec@top5: 0.4723 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 18:43:16 - mmengine - INFO - Epoch(train) [10][1400/1441] lr: 2.0000e-01 eta: 3:45:16 time: 0.9221 data_time: 0.0228 memory: 23477 grad_norm: 0.1166 recall@thr=0.5: 0.7313 prec@thr=0.5: 0.8639 recall@top3: 0.8095 prec@top3: 0.6939 recall@top5: 0.9388 prec@top5: 0.5020 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 18:43:34 - mmengine - INFO - Epoch(train) [10][1420/1441] lr: 2.0000e-01 eta: 3:44:57 time: 0.9297 data_time: 0.0215 memory: 23477 grad_norm: 0.1105 recall@thr=0.5: 0.5848 prec@thr=0.5: 0.7341 recall@top3: 0.7318 prec@top3: 0.5985 recall@top5: 0.9019 prec@top5: 0.4500 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 18:43:53 - mmengine - INFO - Epoch(train) [10][1440/1441] lr: 2.0000e-01 eta: 3:44:39 time: 0.9333 data_time: 0.0219 memory: 23477 grad_norm: 0.1108 recall@thr=0.5: 0.8073 prec@thr=0.5: 0.8437 recall@top3: 0.8611 prec@top3: 0.7222 recall@top5: 0.9236 prec@top5: 0.4750 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 18:43:53 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 18:43:53 - mmengine - INFO - Epoch(train) [10][1441/1441] lr: 2.0000e-01 eta: 3:44:39 time: 0.9150 data_time: 0.0219 memory: 12197 grad_norm: 0.1135 recall@thr=0.5: 0.7443 prec@thr=0.5: 0.8218 recall@top3: 0.8707 prec@top3: 0.6897 recall@top5: 0.9224 prec@top5: 0.4345 loss_action_cls: 0.0408 loss: 0.0408 2022/08/07 18:43:53 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/08/07 18:44:01 - mmengine - INFO - Epoch(val) [10][20/6282] eta: 0:05:05 time: 0.0488 data_time: 0.0039 memory: 1084 2022/08/07 18:44:02 - mmengine - INFO - Epoch(val) [10][40/6282] eta: 0:04:48 time: 0.0463 data_time: 0.0018 memory: 1084 2022/08/07 18:44:03 - mmengine - INFO - Epoch(val) [10][60/6282] eta: 0:04:48 time: 0.0464 data_time: 0.0017 memory: 1084 2022/08/07 18:44:04 - mmengine - INFO - Epoch(val) [10][80/6282] eta: 0:04:38 time: 0.0450 data_time: 0.0018 memory: 1084 2022/08/07 18:44:04 - mmengine - INFO - Epoch(val) [10][100/6282] eta: 0:04:41 time: 0.0455 data_time: 0.0022 memory: 1084 2022/08/07 18:44:06 - mmengine - INFO - Epoch(val) [10][120/6282] eta: 0:05:43 time: 0.0558 data_time: 0.0024 memory: 1155 2022/08/07 18:44:07 - mmengine - INFO - Epoch(val) [10][140/6282] eta: 0:06:00 time: 0.0588 data_time: 0.0020 memory: 1155 2022/08/07 18:44:08 - mmengine - INFO - Epoch(val) [10][160/6282] eta: 0:05:54 time: 0.0578 data_time: 0.0018 memory: 1155 2022/08/07 18:44:09 - mmengine - INFO - Epoch(val) [10][180/6282] eta: 0:06:12 time: 0.0610 data_time: 0.0025 memory: 1155 2022/08/07 18:44:10 - mmengine - INFO - Epoch(val) [10][200/6282] eta: 0:05:35 time: 0.0552 data_time: 0.0018 memory: 1155 2022/08/07 18:44:11 - mmengine - INFO - Epoch(val) [10][220/6282] eta: 0:05:17 time: 0.0523 data_time: 0.0024 memory: 1097 2022/08/07 18:44:12 - mmengine - INFO - Epoch(val) [10][240/6282] eta: 0:04:55 time: 0.0489 data_time: 0.0019 memory: 1097 2022/08/07 18:44:13 - mmengine - INFO - Epoch(val) [10][260/6282] eta: 0:05:01 time: 0.0500 data_time: 0.0018 memory: 1097 2022/08/07 18:44:14 - mmengine - INFO - Epoch(val) [10][280/6282] eta: 0:04:49 time: 0.0482 data_time: 0.0018 memory: 1097 2022/08/07 18:44:15 - mmengine - INFO - Epoch(val) [10][300/6282] eta: 0:05:11 time: 0.0520 data_time: 0.0018 memory: 1155 2022/08/07 18:44:17 - mmengine - INFO - Epoch(val) [10][320/6282] eta: 0:08:34 time: 0.0863 data_time: 0.0029 memory: 1155 2022/08/07 18:44:18 - mmengine - INFO - Epoch(val) [10][340/6282] eta: 0:05:43 time: 0.0577 data_time: 0.0019 memory: 1155 2022/08/07 18:44:19 - mmengine - INFO - Epoch(val) [10][360/6282] eta: 0:05:56 time: 0.0602 data_time: 0.0018 memory: 1155 2022/08/07 18:44:21 - mmengine - INFO - Epoch(val) [10][380/6282] eta: 0:06:05 time: 0.0619 data_time: 0.0027 memory: 1155 2022/08/07 18:44:22 - mmengine - INFO - Epoch(val) [10][400/6282] eta: 0:05:10 time: 0.0528 data_time: 0.0019 memory: 1155 2022/08/07 18:44:23 - mmengine - INFO - Epoch(val) [10][420/6282] eta: 0:04:37 time: 0.0474 data_time: 0.0018 memory: 1101 2022/08/07 18:44:24 - mmengine - INFO - Epoch(val) [10][440/6282] eta: 0:04:37 time: 0.0475 data_time: 0.0018 memory: 1101 2022/08/07 18:44:25 - mmengine - INFO - Epoch(val) [10][460/6282] eta: 0:04:37 time: 0.0476 data_time: 0.0027 memory: 1101 2022/08/07 18:44:25 - mmengine - INFO - Epoch(val) [10][480/6282] eta: 0:04:36 time: 0.0477 data_time: 0.0018 memory: 1101 2022/08/07 18:44:26 - mmengine - INFO - Epoch(val) [10][500/6282] eta: 0:04:33 time: 0.0473 data_time: 0.0017 memory: 1101 2022/08/07 18:44:27 - mmengine - INFO - Epoch(val) [10][520/6282] eta: 0:04:35 time: 0.0478 data_time: 0.0019 memory: 1097 2022/08/07 18:44:28 - mmengine - INFO - Epoch(val) [10][540/6282] eta: 0:04:29 time: 0.0470 data_time: 0.0021 memory: 1097 2022/08/07 18:44:29 - mmengine - INFO - Epoch(val) [10][560/6282] eta: 0:04:33 time: 0.0478 data_time: 0.0017 memory: 1097 2022/08/07 18:44:30 - mmengine - INFO - Epoch(val) [10][580/6282] eta: 0:05:03 time: 0.0533 data_time: 0.0026 memory: 1097 2022/08/07 18:44:32 - mmengine - INFO - Epoch(val) [10][600/6282] eta: 0:05:13 time: 0.0552 data_time: 0.0030 memory: 1097 2022/08/07 18:44:33 - mmengine - INFO - Epoch(val) [10][620/6282] eta: 0:05:08 time: 0.0545 data_time: 0.0032 memory: 1097 2022/08/07 18:44:34 - mmengine - INFO - Epoch(val) [10][640/6282] eta: 0:05:00 time: 0.0533 data_time: 0.0028 memory: 1094 2022/08/07 18:44:35 - mmengine - INFO - Epoch(val) [10][660/6282] eta: 0:04:43 time: 0.0505 data_time: 0.0023 memory: 1094 2022/08/07 18:44:36 - mmengine - INFO - Epoch(val) [10][680/6282] eta: 0:07:19 time: 0.0785 data_time: 0.0026 memory: 1094 2022/08/07 18:44:37 - mmengine - INFO - Epoch(val) [10][700/6282] eta: 0:04:37 time: 0.0497 data_time: 0.0020 memory: 1094 2022/08/07 18:44:38 - mmengine - INFO - Epoch(val) [10][720/6282] eta: 0:05:09 time: 0.0556 data_time: 0.0020 memory: 1155 2022/08/07 18:44:40 - mmengine - INFO - Epoch(val) [10][740/6282] eta: 0:05:38 time: 0.0611 data_time: 0.0022 memory: 1155 2022/08/07 18:44:41 - mmengine - INFO - Epoch(val) [10][760/6282] eta: 0:05:28 time: 0.0595 data_time: 0.0022 memory: 1155 2022/08/07 18:44:42 - mmengine - INFO - Epoch(val) [10][780/6282] eta: 0:05:16 time: 0.0576 data_time: 0.0019 memory: 1155 2022/08/07 18:44:43 - mmengine - INFO - Epoch(val) [10][800/6282] eta: 0:05:11 time: 0.0568 data_time: 0.0018 memory: 1155 2022/08/07 18:44:44 - mmengine - INFO - Epoch(val) [10][820/6282] eta: 0:04:36 time: 0.0507 data_time: 0.0017 memory: 1155 2022/08/07 18:44:45 - mmengine - INFO - Epoch(val) [10][840/6282] eta: 0:04:12 time: 0.0463 data_time: 0.0017 memory: 1097 2022/08/07 18:44:46 - mmengine - INFO - Epoch(val) [10][860/6282] eta: 0:04:11 time: 0.0463 data_time: 0.0020 memory: 1097 2022/08/07 18:44:47 - mmengine - INFO - Epoch(val) [10][880/6282] eta: 0:04:17 time: 0.0477 data_time: 0.0018 memory: 1097 2022/08/07 18:44:48 - mmengine - INFO - Epoch(val) [10][900/6282] eta: 0:04:08 time: 0.0462 data_time: 0.0018 memory: 1097 2022/08/07 18:44:49 - mmengine - INFO - Epoch(val) [10][920/6282] eta: 0:04:11 time: 0.0470 data_time: 0.0017 memory: 1097 2022/08/07 18:44:50 - mmengine - INFO - Epoch(val) [10][940/6282] eta: 0:04:07 time: 0.0463 data_time: 0.0021 memory: 1084 2022/08/07 18:44:51 - mmengine - INFO - Epoch(val) [10][960/6282] eta: 0:04:05 time: 0.0461 data_time: 0.0020 memory: 1084 2022/08/07 18:44:52 - mmengine - INFO - Epoch(val) [10][980/6282] eta: 0:03:59 time: 0.0452 data_time: 0.0022 memory: 1084 2022/08/07 18:44:53 - mmengine - INFO - Epoch(val) [10][1000/6282] eta: 0:04:01 time: 0.0457 data_time: 0.0021 memory: 1084 2022/08/07 18:44:53 - mmengine - INFO - Epoch(val) [10][1020/6282] eta: 0:04:04 time: 0.0465 data_time: 0.0018 memory: 1097 2022/08/07 18:44:54 - mmengine - INFO - Epoch(val) [10][1040/6282] eta: 0:04:10 time: 0.0477 data_time: 0.0020 memory: 1097 2022/08/07 18:44:55 - mmengine - INFO - Epoch(val) [10][1060/6282] eta: 0:04:12 time: 0.0483 data_time: 0.0020 memory: 1097 2022/08/07 18:44:57 - mmengine - INFO - Epoch(val) [10][1080/6282] eta: 0:06:29 time: 0.0749 data_time: 0.0021 memory: 1097 2022/08/07 18:44:58 - mmengine - INFO - Epoch(val) [10][1100/6282] eta: 0:04:49 time: 0.0558 data_time: 0.0031 memory: 1097 2022/08/07 18:44:59 - mmengine - INFO - Epoch(val) [10][1120/6282] eta: 0:04:49 time: 0.0561 data_time: 0.0032 memory: 1097 2022/08/07 18:45:00 - mmengine - INFO - Epoch(val) [10][1140/6282] eta: 0:04:26 time: 0.0519 data_time: 0.0025 memory: 1097 2022/08/07 18:45:01 - mmengine - INFO - Epoch(val) [10][1160/6282] eta: 0:04:42 time: 0.0551 data_time: 0.0033 memory: 1097 2022/08/07 18:45:02 - mmengine - INFO - Epoch(val) [10][1180/6282] eta: 0:04:40 time: 0.0549 data_time: 0.0036 memory: 1097 2022/08/07 18:45:03 - mmengine - INFO - Epoch(val) [10][1200/6282] eta: 0:04:35 time: 0.0543 data_time: 0.0027 memory: 1097 2022/08/07 18:45:05 - mmengine - INFO - Epoch(val) [10][1220/6282] eta: 0:04:31 time: 0.0535 data_time: 0.0028 memory: 1097 2022/08/07 18:45:06 - mmengine - INFO - Epoch(val) [10][1240/6282] eta: 0:05:28 time: 0.0652 data_time: 0.0027 memory: 1155 2022/08/07 18:45:07 - mmengine - INFO - Epoch(val) [10][1260/6282] eta: 0:05:16 time: 0.0630 data_time: 0.0027 memory: 1155 2022/08/07 18:45:08 - mmengine - INFO - Epoch(val) [10][1280/6282] eta: 0:05:14 time: 0.0629 data_time: 0.0030 memory: 1155 2022/08/07 18:45:10 - mmengine - INFO - Epoch(val) [10][1300/6282] eta: 0:05:21 time: 0.0646 data_time: 0.0030 memory: 1155 2022/08/07 18:45:11 - mmengine - INFO - Epoch(val) [10][1320/6282] eta: 0:04:40 time: 0.0566 data_time: 0.0021 memory: 1155 2022/08/07 18:45:12 - mmengine - INFO - Epoch(val) [10][1340/6282] eta: 0:04:36 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 18:45:13 - mmengine - INFO - Epoch(val) [10][1360/6282] eta: 0:04:37 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 18:45:14 - mmengine - INFO - Epoch(val) [10][1380/6282] eta: 0:04:32 time: 0.0555 data_time: 0.0018 memory: 1155 2022/08/07 18:45:15 - mmengine - INFO - Epoch(val) [10][1400/6282] eta: 0:04:43 time: 0.0580 data_time: 0.0021 memory: 1155 2022/08/07 18:45:17 - mmengine - INFO - Epoch(val) [10][1420/6282] eta: 0:06:57 time: 0.0859 data_time: 0.0024 memory: 1155 2022/08/07 18:45:18 - mmengine - INFO - Epoch(val) [10][1440/6282] eta: 0:04:40 time: 0.0579 data_time: 0.0018 memory: 1155 2022/08/07 18:45:19 - mmengine - INFO - Epoch(val) [10][1460/6282] eta: 0:04:31 time: 0.0563 data_time: 0.0018 memory: 1155 2022/08/07 18:45:21 - mmengine - INFO - Epoch(val) [10][1480/6282] eta: 0:04:38 time: 0.0580 data_time: 0.0019 memory: 1155 2022/08/07 18:45:22 - mmengine - INFO - Epoch(val) [10][1500/6282] eta: 0:04:34 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 18:45:23 - mmengine - INFO - Epoch(val) [10][1520/6282] eta: 0:04:36 time: 0.0580 data_time: 0.0016 memory: 1242 2022/08/07 18:45:24 - mmengine - INFO - Epoch(val) [10][1540/6282] eta: 0:05:30 time: 0.0698 data_time: 0.0025 memory: 1242 2022/08/07 18:45:26 - mmengine - INFO - Epoch(val) [10][1560/6282] eta: 0:05:53 time: 0.0749 data_time: 0.0067 memory: 1242 2022/08/07 18:45:27 - mmengine - INFO - Epoch(val) [10][1580/6282] eta: 0:05:30 time: 0.0702 data_time: 0.0020 memory: 1242 2022/08/07 18:45:29 - mmengine - INFO - Epoch(val) [10][1600/6282] eta: 0:05:28 time: 0.0702 data_time: 0.0025 memory: 1242 2022/08/07 18:45:30 - mmengine - INFO - Epoch(val) [10][1620/6282] eta: 0:05:37 time: 0.0723 data_time: 0.0024 memory: 1242 2022/08/07 18:45:31 - mmengine - INFO - Epoch(val) [10][1640/6282] eta: 0:04:13 time: 0.0547 data_time: 0.0017 memory: 1155 2022/08/07 18:45:32 - mmengine - INFO - Epoch(val) [10][1660/6282] eta: 0:04:14 time: 0.0551 data_time: 0.0020 memory: 1155 2022/08/07 18:45:33 - mmengine - INFO - Epoch(val) [10][1680/6282] eta: 0:04:11 time: 0.0546 data_time: 0.0018 memory: 1155 2022/08/07 18:45:34 - mmengine - INFO - Epoch(val) [10][1700/6282] eta: 0:04:13 time: 0.0552 data_time: 0.0018 memory: 1155 2022/08/07 18:45:36 - mmengine - INFO - Epoch(val) [10][1720/6282] eta: 0:06:51 time: 0.0903 data_time: 0.0033 memory: 1155 2022/08/07 18:45:37 - mmengine - INFO - Epoch(val) [10][1740/6282] eta: 0:04:32 time: 0.0600 data_time: 0.0027 memory: 1155 2022/08/07 18:45:39 - mmengine - INFO - Epoch(val) [10][1760/6282] eta: 0:04:32 time: 0.0602 data_time: 0.0027 memory: 1155 2022/08/07 18:45:40 - mmengine - INFO - Epoch(val) [10][1780/6282] eta: 0:04:33 time: 0.0608 data_time: 0.0023 memory: 1155 2022/08/07 18:45:41 - mmengine - INFO - Epoch(val) [10][1800/6282] eta: 0:04:31 time: 0.0607 data_time: 0.0022 memory: 1155 2022/08/07 18:45:42 - mmengine - INFO - Epoch(val) [10][1820/6282] eta: 0:04:12 time: 0.0566 data_time: 0.0023 memory: 1155 2022/08/07 18:45:43 - mmengine - INFO - Epoch(val) [10][1840/6282] eta: 0:04:18 time: 0.0583 data_time: 0.0019 memory: 1155 2022/08/07 18:45:45 - mmengine - INFO - Epoch(val) [10][1860/6282] eta: 0:04:14 time: 0.0576 data_time: 0.0019 memory: 1155 2022/08/07 18:45:46 - mmengine - INFO - Epoch(val) [10][1880/6282] eta: 0:04:41 time: 0.0639 data_time: 0.0022 memory: 1155 2022/08/07 18:45:47 - mmengine - INFO - Epoch(val) [10][1900/6282] eta: 0:04:06 time: 0.0562 data_time: 0.0019 memory: 1155 2022/08/07 18:45:48 - mmengine - INFO - Epoch(val) [10][1920/6282] eta: 0:04:08 time: 0.0570 data_time: 0.0019 memory: 1155 2022/08/07 18:45:49 - mmengine - INFO - Epoch(val) [10][1940/6282] eta: 0:03:59 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 18:45:50 - mmengine - INFO - Epoch(val) [10][1960/6282] eta: 0:03:22 time: 0.0469 data_time: 0.0020 memory: 1101 2022/08/07 18:45:51 - mmengine - INFO - Epoch(val) [10][1980/6282] eta: 0:03:24 time: 0.0476 data_time: 0.0020 memory: 1101 2022/08/07 18:45:52 - mmengine - INFO - Epoch(val) [10][2000/6282] eta: 0:03:18 time: 0.0463 data_time: 0.0018 memory: 1101 2022/08/07 18:45:53 - mmengine - INFO - Epoch(val) [10][2020/6282] eta: 0:03:27 time: 0.0486 data_time: 0.0018 memory: 1101 2022/08/07 18:45:54 - mmengine - INFO - Epoch(val) [10][2040/6282] eta: 0:03:18 time: 0.0469 data_time: 0.0018 memory: 1101 2022/08/07 18:45:55 - mmengine - INFO - Epoch(val) [10][2060/6282] eta: 0:03:25 time: 0.0486 data_time: 0.0019 memory: 1101 2022/08/07 18:45:56 - mmengine - INFO - Epoch(val) [10][2080/6282] eta: 0:04:57 time: 0.0708 data_time: 0.0018 memory: 1101 2022/08/07 18:45:57 - mmengine - INFO - Epoch(val) [10][2100/6282] eta: 0:03:25 time: 0.0490 data_time: 0.0019 memory: 1101 2022/08/07 18:45:58 - mmengine - INFO - Epoch(val) [10][2120/6282] eta: 0:03:21 time: 0.0484 data_time: 0.0019 memory: 1101 2022/08/07 18:45:59 - mmengine - INFO - Epoch(val) [10][2140/6282] eta: 0:03:19 time: 0.0481 data_time: 0.0019 memory: 1101 2022/08/07 18:46:00 - mmengine - INFO - Epoch(val) [10][2160/6282] eta: 0:03:12 time: 0.0466 data_time: 0.0020 memory: 1097 2022/08/07 18:46:01 - mmengine - INFO - Epoch(val) [10][2180/6282] eta: 0:03:12 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 18:46:02 - mmengine - INFO - Epoch(val) [10][2200/6282] eta: 0:03:19 time: 0.0489 data_time: 0.0020 memory: 1097 2022/08/07 18:46:03 - mmengine - INFO - Epoch(val) [10][2220/6282] eta: 0:03:08 time: 0.0465 data_time: 0.0017 memory: 1097 2022/08/07 18:46:04 - mmengine - INFO - Epoch(val) [10][2240/6282] eta: 0:03:09 time: 0.0468 data_time: 0.0017 memory: 1097 2022/08/07 18:46:05 - mmengine - INFO - Epoch(val) [10][2260/6282] eta: 0:03:11 time: 0.0476 data_time: 0.0016 memory: 1101 2022/08/07 18:46:06 - mmengine - INFO - Epoch(val) [10][2280/6282] eta: 0:03:11 time: 0.0477 data_time: 0.0018 memory: 1101 2022/08/07 18:46:07 - mmengine - INFO - Epoch(val) [10][2300/6282] eta: 0:03:17 time: 0.0497 data_time: 0.0018 memory: 1101 2022/08/07 18:46:08 - mmengine - INFO - Epoch(val) [10][2320/6282] eta: 0:03:22 time: 0.0512 data_time: 0.0025 memory: 1101 2022/08/07 18:46:09 - mmengine - INFO - Epoch(val) [10][2340/6282] eta: 0:03:09 time: 0.0481 data_time: 0.0018 memory: 1101 2022/08/07 18:46:10 - mmengine - INFO - Epoch(val) [10][2360/6282] eta: 0:03:14 time: 0.0497 data_time: 0.0020 memory: 1097 2022/08/07 18:46:11 - mmengine - INFO - Epoch(val) [10][2380/6282] eta: 0:03:13 time: 0.0497 data_time: 0.0021 memory: 1097 2022/08/07 18:46:12 - mmengine - INFO - Epoch(val) [10][2400/6282] eta: 0:03:20 time: 0.0517 data_time: 0.0022 memory: 1097 2022/08/07 18:46:13 - mmengine - INFO - Epoch(val) [10][2420/6282] eta: 0:03:22 time: 0.0526 data_time: 0.0025 memory: 1097 2022/08/07 18:46:14 - mmengine - INFO - Epoch(val) [10][2440/6282] eta: 0:03:31 time: 0.0550 data_time: 0.0031 memory: 1097 2022/08/07 18:46:15 - mmengine - INFO - Epoch(val) [10][2460/6282] eta: 0:03:57 time: 0.0622 data_time: 0.0023 memory: 1155 2022/08/07 18:46:17 - mmengine - INFO - Epoch(val) [10][2480/6282] eta: 0:05:28 time: 0.0863 data_time: 0.0023 memory: 1155 2022/08/07 18:46:18 - mmengine - INFO - Epoch(val) [10][2500/6282] eta: 0:04:00 time: 0.0636 data_time: 0.0028 memory: 1155 2022/08/07 18:46:20 - mmengine - INFO - Epoch(val) [10][2520/6282] eta: 0:03:38 time: 0.0581 data_time: 0.0024 memory: 1155 2022/08/07 18:46:21 - mmengine - INFO - Epoch(val) [10][2540/6282] eta: 0:03:39 time: 0.0588 data_time: 0.0020 memory: 1155 2022/08/07 18:46:22 - mmengine - INFO - Epoch(val) [10][2560/6282] eta: 0:03:33 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 18:46:23 - mmengine - INFO - Epoch(val) [10][2580/6282] eta: 0:03:37 time: 0.0588 data_time: 0.0019 memory: 1155 2022/08/07 18:46:24 - mmengine - INFO - Epoch(val) [10][2600/6282] eta: 0:03:32 time: 0.0577 data_time: 0.0018 memory: 1155 2022/08/07 18:46:25 - mmengine - INFO - Epoch(val) [10][2620/6282] eta: 0:03:28 time: 0.0569 data_time: 0.0018 memory: 1155 2022/08/07 18:46:27 - mmengine - INFO - Epoch(val) [10][2640/6282] eta: 0:03:46 time: 0.0621 data_time: 0.0028 memory: 1155 2022/08/07 18:46:28 - mmengine - INFO - Epoch(val) [10][2660/6282] eta: 0:04:17 time: 0.0711 data_time: 0.0024 memory: 1234 2022/08/07 18:46:30 - mmengine - INFO - Epoch(val) [10][2680/6282] eta: 0:04:23 time: 0.0732 data_time: 0.0038 memory: 1234 2022/08/07 18:46:31 - mmengine - INFO - Epoch(val) [10][2700/6282] eta: 0:04:18 time: 0.0721 data_time: 0.0024 memory: 1234 2022/08/07 18:46:32 - mmengine - INFO - Epoch(val) [10][2720/6282] eta: 0:04:14 time: 0.0715 data_time: 0.0024 memory: 1234 2022/08/07 18:46:34 - mmengine - INFO - Epoch(val) [10][2740/6282] eta: 0:03:53 time: 0.0660 data_time: 0.0020 memory: 1234 2022/08/07 18:46:35 - mmengine - INFO - Epoch(val) [10][2760/6282] eta: 0:02:51 time: 0.0487 data_time: 0.0019 memory: 1101 2022/08/07 18:46:36 - mmengine - INFO - Epoch(val) [10][2780/6282] eta: 0:04:36 time: 0.0788 data_time: 0.0019 memory: 1101 2022/08/07 18:46:37 - mmengine - INFO - Epoch(val) [10][2800/6282] eta: 0:02:48 time: 0.0483 data_time: 0.0020 memory: 1101 2022/08/07 18:46:38 - mmengine - INFO - Epoch(val) [10][2820/6282] eta: 0:02:45 time: 0.0479 data_time: 0.0018 memory: 1101 2022/08/07 18:46:39 - mmengine - INFO - Epoch(val) [10][2840/6282] eta: 0:02:44 time: 0.0477 data_time: 0.0020 memory: 1101 2022/08/07 18:46:40 - mmengine - INFO - Epoch(val) [10][2860/6282] eta: 0:03:07 time: 0.0548 data_time: 0.0017 memory: 1155 2022/08/07 18:46:41 - mmengine - INFO - Epoch(val) [10][2880/6282] eta: 0:03:10 time: 0.0561 data_time: 0.0019 memory: 1155 2022/08/07 18:46:43 - mmengine - INFO - Epoch(val) [10][2900/6282] eta: 0:03:06 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 18:46:44 - mmengine - INFO - Epoch(val) [10][2920/6282] eta: 0:02:51 time: 0.0509 data_time: 0.0020 memory: 1155 2022/08/07 18:46:45 - mmengine - INFO - Epoch(val) [10][2940/6282] eta: 0:02:48 time: 0.0504 data_time: 0.0018 memory: 1125 2022/08/07 18:46:46 - mmengine - INFO - Epoch(val) [10][2960/6282] eta: 0:02:45 time: 0.0499 data_time: 0.0019 memory: 1125 2022/08/07 18:46:47 - mmengine - INFO - Epoch(val) [10][2980/6282] eta: 0:02:46 time: 0.0504 data_time: 0.0021 memory: 1125 2022/08/07 18:46:48 - mmengine - INFO - Epoch(val) [10][3000/6282] eta: 0:02:41 time: 0.0493 data_time: 0.0019 memory: 1125 2022/08/07 18:46:49 - mmengine - INFO - Epoch(val) [10][3020/6282] eta: 0:03:08 time: 0.0579 data_time: 0.0020 memory: 1155 2022/08/07 18:46:50 - mmengine - INFO - Epoch(val) [10][3040/6282] eta: 0:03:17 time: 0.0608 data_time: 0.0023 memory: 1155 2022/08/07 18:46:51 - mmengine - INFO - Epoch(val) [10][3060/6282] eta: 0:03:02 time: 0.0568 data_time: 0.0020 memory: 1155 2022/08/07 18:46:52 - mmengine - INFO - Epoch(val) [10][3080/6282] eta: 0:02:58 time: 0.0558 data_time: 0.0018 memory: 1155 2022/08/07 18:46:53 - mmengine - INFO - Epoch(val) [10][3100/6282] eta: 0:02:47 time: 0.0527 data_time: 0.0022 memory: 1155 2022/08/07 18:46:54 - mmengine - INFO - Epoch(val) [10][3120/6282] eta: 0:02:36 time: 0.0496 data_time: 0.0016 memory: 1101 2022/08/07 18:46:55 - mmengine - INFO - Epoch(val) [10][3140/6282] eta: 0:02:28 time: 0.0474 data_time: 0.0017 memory: 1101 2022/08/07 18:46:57 - mmengine - INFO - Epoch(val) [10][3160/6282] eta: 0:03:47 time: 0.0728 data_time: 0.0022 memory: 1101 2022/08/07 18:46:58 - mmengine - INFO - Epoch(val) [10][3180/6282] eta: 0:02:30 time: 0.0484 data_time: 0.0019 memory: 1101 2022/08/07 18:46:59 - mmengine - INFO - Epoch(val) [10][3200/6282] eta: 0:02:44 time: 0.0535 data_time: 0.0018 memory: 1155 2022/08/07 18:47:00 - mmengine - INFO - Epoch(val) [10][3220/6282] eta: 0:02:49 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 18:47:01 - mmengine - INFO - Epoch(val) [10][3240/6282] eta: 0:02:47 time: 0.0551 data_time: 0.0017 memory: 1155 2022/08/07 18:47:02 - mmengine - INFO - Epoch(val) [10][3260/6282] eta: 0:02:57 time: 0.0587 data_time: 0.0021 memory: 1155 2022/08/07 18:47:03 - mmengine - INFO - Epoch(val) [10][3280/6282] eta: 0:02:53 time: 0.0578 data_time: 0.0019 memory: 1155 2022/08/07 18:47:05 - mmengine - INFO - Epoch(val) [10][3300/6282] eta: 0:03:01 time: 0.0609 data_time: 0.0021 memory: 1155 2022/08/07 18:47:06 - mmengine - INFO - Epoch(val) [10][3320/6282] eta: 0:02:56 time: 0.0597 data_time: 0.0026 memory: 1155 2022/08/07 18:47:07 - mmengine - INFO - Epoch(val) [10][3340/6282] eta: 0:02:48 time: 0.0573 data_time: 0.0020 memory: 1155 2022/08/07 18:47:08 - mmengine - INFO - Epoch(val) [10][3360/6282] eta: 0:02:58 time: 0.0611 data_time: 0.0019 memory: 1155 2022/08/07 18:47:09 - mmengine - INFO - Epoch(val) [10][3380/6282] eta: 0:02:41 time: 0.0556 data_time: 0.0019 memory: 1155 2022/08/07 18:47:10 - mmengine - INFO - Epoch(val) [10][3400/6282] eta: 0:02:15 time: 0.0469 data_time: 0.0020 memory: 1097 2022/08/07 18:47:11 - mmengine - INFO - Epoch(val) [10][3420/6282] eta: 0:02:21 time: 0.0494 data_time: 0.0024 memory: 1097 2022/08/07 18:47:12 - mmengine - INFO - Epoch(val) [10][3440/6282] eta: 0:02:15 time: 0.0478 data_time: 0.0016 memory: 1097 2022/08/07 18:47:13 - mmengine - INFO - Epoch(val) [10][3460/6282] eta: 0:02:14 time: 0.0478 data_time: 0.0016 memory: 1097 2022/08/07 18:47:14 - mmengine - INFO - Epoch(val) [10][3480/6282] eta: 0:02:14 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 18:47:15 - mmengine - INFO - Epoch(val) [10][3500/6282] eta: 0:02:12 time: 0.0477 data_time: 0.0017 memory: 1097 2022/08/07 18:47:17 - mmengine - INFO - Epoch(val) [10][3520/6282] eta: 0:03:31 time: 0.0764 data_time: 0.0022 memory: 1097 2022/08/07 18:47:18 - mmengine - INFO - Epoch(val) [10][3540/6282] eta: 0:02:20 time: 0.0514 data_time: 0.0025 memory: 1097 2022/08/07 18:47:19 - mmengine - INFO - Epoch(val) [10][3560/6282] eta: 0:02:14 time: 0.0493 data_time: 0.0018 memory: 1097 2022/08/07 18:47:20 - mmengine - INFO - Epoch(val) [10][3580/6282] eta: 0:02:19 time: 0.0516 data_time: 0.0018 memory: 1139 2022/08/07 18:47:21 - mmengine - INFO - Epoch(val) [10][3600/6282] eta: 0:02:21 time: 0.0526 data_time: 0.0019 memory: 1139 2022/08/07 18:47:22 - mmengine - INFO - Epoch(val) [10][3620/6282] eta: 0:02:20 time: 0.0528 data_time: 0.0018 memory: 1139 2022/08/07 18:47:23 - mmengine - INFO - Epoch(val) [10][3640/6282] eta: 0:02:21 time: 0.0535 data_time: 0.0020 memory: 1139 2022/08/07 18:47:24 - mmengine - INFO - Epoch(val) [10][3660/6282] eta: 0:02:16 time: 0.0519 data_time: 0.0019 memory: 1139 2022/08/07 18:47:25 - mmengine - INFO - Epoch(val) [10][3680/6282] eta: 0:02:22 time: 0.0549 data_time: 0.0019 memory: 1155 2022/08/07 18:47:26 - mmengine - INFO - Epoch(val) [10][3700/6282] eta: 0:02:29 time: 0.0581 data_time: 0.0022 memory: 1155 2022/08/07 18:47:27 - mmengine - INFO - Epoch(val) [10][3720/6282] eta: 0:02:23 time: 0.0561 data_time: 0.0021 memory: 1155 2022/08/07 18:47:28 - mmengine - INFO - Epoch(val) [10][3740/6282] eta: 0:02:21 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 18:47:30 - mmengine - INFO - Epoch(val) [10][3760/6282] eta: 0:02:23 time: 0.0568 data_time: 0.0024 memory: 1155 2022/08/07 18:47:31 - mmengine - INFO - Epoch(val) [10][3780/6282] eta: 0:02:25 time: 0.0580 data_time: 0.0025 memory: 1155 2022/08/07 18:47:32 - mmengine - INFO - Epoch(val) [10][3800/6282] eta: 0:02:23 time: 0.0579 data_time: 0.0020 memory: 1155 2022/08/07 18:47:33 - mmengine - INFO - Epoch(val) [10][3820/6282] eta: 0:02:15 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 18:47:34 - mmengine - INFO - Epoch(val) [10][3840/6282] eta: 0:02:16 time: 0.0557 data_time: 0.0019 memory: 1155 2022/08/07 18:47:35 - mmengine - INFO - Epoch(val) [10][3860/6282] eta: 0:02:14 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 18:47:37 - mmengine - INFO - Epoch(val) [10][3880/6282] eta: 0:03:26 time: 0.0861 data_time: 0.0019 memory: 1155 2022/08/07 18:47:38 - mmengine - INFO - Epoch(val) [10][3900/6282] eta: 0:02:14 time: 0.0565 data_time: 0.0021 memory: 1155 2022/08/07 18:47:39 - mmengine - INFO - Epoch(val) [10][3920/6282] eta: 0:02:14 time: 0.0569 data_time: 0.0018 memory: 1155 2022/08/07 18:47:40 - mmengine - INFO - Epoch(val) [10][3940/6282] eta: 0:02:13 time: 0.0569 data_time: 0.0019 memory: 1155 2022/08/07 18:47:41 - mmengine - INFO - Epoch(val) [10][3960/6282] eta: 0:02:09 time: 0.0559 data_time: 0.0018 memory: 1155 2022/08/07 18:47:43 - mmengine - INFO - Epoch(val) [10][3980/6282] eta: 0:02:10 time: 0.0569 data_time: 0.0017 memory: 1155 2022/08/07 18:47:44 - mmengine - INFO - Epoch(val) [10][4000/6282] eta: 0:02:10 time: 0.0570 data_time: 0.0016 memory: 1155 2022/08/07 18:47:45 - mmengine - INFO - Epoch(val) [10][4020/6282] eta: 0:02:14 time: 0.0593 data_time: 0.0017 memory: 1155 2022/08/07 18:47:46 - mmengine - INFO - Epoch(val) [10][4040/6282] eta: 0:02:22 time: 0.0637 data_time: 0.0028 memory: 1234 2022/08/07 18:47:48 - mmengine - INFO - Epoch(val) [10][4060/6282] eta: 0:02:43 time: 0.0737 data_time: 0.0029 memory: 1234 2022/08/07 18:47:49 - mmengine - INFO - Epoch(val) [10][4080/6282] eta: 0:02:39 time: 0.0722 data_time: 0.0025 memory: 1234 2022/08/07 18:47:51 - mmengine - INFO - Epoch(val) [10][4100/6282] eta: 0:02:37 time: 0.0722 data_time: 0.0022 memory: 1234 2022/08/07 18:47:52 - mmengine - INFO - Epoch(val) [10][4120/6282] eta: 0:02:35 time: 0.0720 data_time: 0.0026 memory: 1234 2022/08/07 18:47:53 - mmengine - INFO - Epoch(val) [10][4140/6282] eta: 0:02:16 time: 0.0635 data_time: 0.0025 memory: 1234 2022/08/07 18:47:54 - mmengine - INFO - Epoch(val) [10][4160/6282] eta: 0:01:41 time: 0.0477 data_time: 0.0018 memory: 1097 2022/08/07 18:47:55 - mmengine - INFO - Epoch(val) [10][4180/6282] eta: 0:01:40 time: 0.0478 data_time: 0.0017 memory: 1097 2022/08/07 18:47:57 - mmengine - INFO - Epoch(val) [10][4200/6282] eta: 0:02:30 time: 0.0723 data_time: 0.0017 memory: 1097 2022/08/07 18:47:58 - mmengine - INFO - Epoch(val) [10][4220/6282] eta: 0:01:39 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 18:47:59 - mmengine - INFO - Epoch(val) [10][4240/6282] eta: 0:01:41 time: 0.0495 data_time: 0.0019 memory: 1097 2022/08/07 18:48:00 - mmengine - INFO - Epoch(val) [10][4260/6282] eta: 0:01:37 time: 0.0485 data_time: 0.0017 memory: 1096 2022/08/07 18:48:01 - mmengine - INFO - Epoch(val) [10][4280/6282] eta: 0:01:37 time: 0.0486 data_time: 0.0018 memory: 1096 2022/08/07 18:48:02 - mmengine - INFO - Epoch(val) [10][4300/6282] eta: 0:01:37 time: 0.0493 data_time: 0.0016 memory: 1096 2022/08/07 18:48:03 - mmengine - INFO - Epoch(val) [10][4320/6282] eta: 0:01:37 time: 0.0498 data_time: 0.0018 memory: 1096 2022/08/07 18:48:04 - mmengine - INFO - Epoch(val) [10][4340/6282] eta: 0:01:32 time: 0.0478 data_time: 0.0016 memory: 1096 2022/08/07 18:48:05 - mmengine - INFO - Epoch(val) [10][4360/6282] eta: 0:01:47 time: 0.0560 data_time: 0.0019 memory: 1155 2022/08/07 18:48:06 - mmengine - INFO - Epoch(val) [10][4380/6282] eta: 0:02:08 time: 0.0673 data_time: 0.0038 memory: 1155 2022/08/07 18:48:07 - mmengine - INFO - Epoch(val) [10][4400/6282] eta: 0:01:56 time: 0.0619 data_time: 0.0022 memory: 1155 2022/08/07 18:48:08 - mmengine - INFO - Epoch(val) [10][4420/6282] eta: 0:01:44 time: 0.0563 data_time: 0.0017 memory: 1155 2022/08/07 18:48:10 - mmengine - INFO - Epoch(val) [10][4440/6282] eta: 0:01:46 time: 0.0580 data_time: 0.0018 memory: 1163 2022/08/07 18:48:11 - mmengine - INFO - Epoch(val) [10][4460/6282] eta: 0:01:44 time: 0.0576 data_time: 0.0019 memory: 1163 2022/08/07 18:48:12 - mmengine - INFO - Epoch(val) [10][4480/6282] eta: 0:01:39 time: 0.0552 data_time: 0.0017 memory: 1163 2022/08/07 18:48:13 - mmengine - INFO - Epoch(val) [10][4500/6282] eta: 0:01:40 time: 0.0562 data_time: 0.0018 memory: 1163 2022/08/07 18:48:14 - mmengine - INFO - Epoch(val) [10][4520/6282] eta: 0:01:35 time: 0.0542 data_time: 0.0018 memory: 1163 2022/08/07 18:48:15 - mmengine - INFO - Epoch(val) [10][4540/6282] eta: 0:01:24 time: 0.0484 data_time: 0.0017 memory: 1101 2022/08/07 18:48:17 - mmengine - INFO - Epoch(val) [10][4560/6282] eta: 0:02:09 time: 0.0751 data_time: 0.0020 memory: 1101 2022/08/07 18:48:18 - mmengine - INFO - Epoch(val) [10][4580/6282] eta: 0:01:23 time: 0.0489 data_time: 0.0019 memory: 1101 2022/08/07 18:48:18 - 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mmengine - INFO - Epoch(val) [10][4940/6282] eta: 0:01:28 time: 0.0663 data_time: 0.0023 memory: 1158 2022/08/07 18:48:39 - mmengine - INFO - Epoch(val) [10][4960/6282] eta: 0:01:22 time: 0.0622 data_time: 0.0020 memory: 1158 2022/08/07 18:48:40 - mmengine - INFO - Epoch(val) [10][4980/6282] eta: 0:01:15 time: 0.0581 data_time: 0.0017 memory: 1158 2022/08/07 18:48:41 - mmengine - INFO - Epoch(val) [10][5000/6282] eta: 0:01:16 time: 0.0601 data_time: 0.0019 memory: 1158 2022/08/07 18:48:43 - mmengine - INFO - Epoch(val) [10][5020/6282] eta: 0:01:07 time: 0.0534 data_time: 0.0020 memory: 1158 2022/08/07 18:48:43 - mmengine - INFO - Epoch(val) [10][5040/6282] eta: 0:00:58 time: 0.0470 data_time: 0.0018 memory: 1101 2022/08/07 18:48:44 - mmengine - INFO - Epoch(val) [10][5060/6282] eta: 0:00:57 time: 0.0470 data_time: 0.0020 memory: 1101 2022/08/07 18:48:45 - mmengine - INFO - Epoch(val) [10][5080/6282] eta: 0:00:56 time: 0.0467 data_time: 0.0016 memory: 1101 2022/08/07 18:48:46 - mmengine - INFO - Epoch(val) [10][5100/6282] eta: 0:00:58 time: 0.0494 data_time: 0.0021 memory: 1101 2022/08/07 18:48:47 - mmengine - INFO - Epoch(val) [10][5120/6282] eta: 0:00:55 time: 0.0475 data_time: 0.0018 memory: 1101 2022/08/07 18:48:48 - mmengine - INFO - Epoch(val) [10][5140/6282] eta: 0:00:52 time: 0.0464 data_time: 0.0017 memory: 1097 2022/08/07 18:48:49 - mmengine - INFO - Epoch(val) [10][5160/6282] eta: 0:00:52 time: 0.0472 data_time: 0.0019 memory: 1097 2022/08/07 18:48:50 - mmengine - INFO - Epoch(val) [10][5180/6282] eta: 0:00:52 time: 0.0475 data_time: 0.0017 memory: 1097 2022/08/07 18:48:51 - mmengine - INFO - Epoch(val) [10][5200/6282] eta: 0:00:52 time: 0.0481 data_time: 0.0021 memory: 1097 2022/08/07 18:48:52 - mmengine - INFO - Epoch(val) [10][5220/6282] eta: 0:00:49 time: 0.0467 data_time: 0.0018 memory: 1097 2022/08/07 18:48:53 - mmengine - INFO - Epoch(val) [10][5240/6282] eta: 0:00:47 time: 0.0460 data_time: 0.0017 memory: 1096 2022/08/07 18:48:54 - mmengine - INFO - Epoch(val) [10][5260/6282] eta: 0:00:48 time: 0.0471 data_time: 0.0017 memory: 1096 2022/08/07 18:48:55 - mmengine - INFO - Epoch(val) [10][5280/6282] eta: 0:00:48 time: 0.0480 data_time: 0.0020 memory: 1096 2022/08/07 18:48:56 - mmengine - INFO - Epoch(val) [10][5300/6282] eta: 0:01:09 time: 0.0711 data_time: 0.0021 memory: 1096 2022/08/07 18:48:57 - mmengine - INFO - Epoch(val) [10][5320/6282] eta: 0:00:47 time: 0.0499 data_time: 0.0033 memory: 1097 2022/08/07 18:48:58 - mmengine - INFO - Epoch(val) [10][5340/6282] eta: 0:00:45 time: 0.0485 data_time: 0.0018 memory: 1097 2022/08/07 18:48:59 - mmengine - INFO - Epoch(val) [10][5360/6282] eta: 0:00:44 time: 0.0481 data_time: 0.0018 memory: 1097 2022/08/07 18:49:00 - mmengine - INFO - Epoch(val) [10][5380/6282] eta: 0:00:43 time: 0.0482 data_time: 0.0019 memory: 1097 2022/08/07 18:49:01 - mmengine - INFO - Epoch(val) [10][5400/6282] eta: 0:00:41 time: 0.0474 data_time: 0.0017 memory: 1097 2022/08/07 18:49:02 - mmengine - INFO - Epoch(val) [10][5420/6282] eta: 0:00:41 time: 0.0486 data_time: 0.0024 memory: 1097 2022/08/07 18:49:03 - mmengine - INFO - Epoch(val) [10][5440/6282] eta: 0:00:40 time: 0.0476 data_time: 0.0021 memory: 1097 2022/08/07 18:49:04 - mmengine - INFO - Epoch(val) [10][5460/6282] eta: 0:00:38 time: 0.0464 data_time: 0.0017 memory: 1097 2022/08/07 18:49:05 - mmengine - INFO - Epoch(val) [10][5480/6282] eta: 0:00:39 time: 0.0495 data_time: 0.0020 memory: 1097 2022/08/07 18:49:06 - mmengine - INFO - Epoch(val) [10][5500/6282] eta: 0:00:39 time: 0.0503 data_time: 0.0023 memory: 1097 2022/08/07 18:49:07 - mmengine - INFO - Epoch(val) [10][5520/6282] eta: 0:00:36 time: 0.0481 data_time: 0.0018 memory: 1118 2022/08/07 18:49:08 - mmengine - INFO - Epoch(val) [10][5540/6282] eta: 0:00:46 time: 0.0623 data_time: 0.0018 memory: 1118 2022/08/07 18:49:09 - mmengine - INFO - Epoch(val) [10][5560/6282] eta: 0:00:35 time: 0.0487 data_time: 0.0019 memory: 1118 2022/08/07 18:49:10 - mmengine - INFO - Epoch(val) [10][5580/6282] eta: 0:00:34 time: 0.0488 data_time: 0.0020 memory: 1118 2022/08/07 18:49:11 - mmengine - INFO - Epoch(val) [10][5600/6282] eta: 0:00:32 time: 0.0483 data_time: 0.0017 memory: 1118 2022/08/07 18:49:12 - mmengine - INFO - Epoch(val) [10][5620/6282] eta: 0:00:31 time: 0.0480 data_time: 0.0020 memory: 1118 2022/08/07 18:49:13 - mmengine - INFO - Epoch(val) [10][5640/6282] eta: 0:00:31 time: 0.0485 data_time: 0.0021 memory: 1097 2022/08/07 18:49:14 - mmengine - INFO - Epoch(val) [10][5660/6282] eta: 0:00:29 time: 0.0481 data_time: 0.0022 memory: 1097 2022/08/07 18:49:15 - mmengine - INFO - Epoch(val) [10][5680/6282] eta: 0:00:28 time: 0.0475 data_time: 0.0018 memory: 1097 2022/08/07 18:49:16 - mmengine - INFO - Epoch(val) [10][5700/6282] eta: 0:00:29 time: 0.0513 data_time: 0.0031 memory: 1097 2022/08/07 18:49:17 - mmengine - INFO - Epoch(val) [10][5720/6282] eta: 0:00:28 time: 0.0498 data_time: 0.0022 memory: 1130 2022/08/07 18:49:18 - mmengine - INFO - Epoch(val) [10][5740/6282] eta: 0:00:26 time: 0.0483 data_time: 0.0017 memory: 1130 2022/08/07 18:49:19 - mmengine - INFO - Epoch(val) [10][5760/6282] eta: 0:00:25 time: 0.0486 data_time: 0.0016 memory: 1130 2022/08/07 18:49:20 - mmengine - INFO - Epoch(val) [10][5780/6282] eta: 0:00:24 time: 0.0484 data_time: 0.0016 memory: 1130 2022/08/07 18:49:21 - mmengine - INFO - Epoch(val) [10][5800/6282] eta: 0:00:23 time: 0.0480 data_time: 0.0017 memory: 1130 2022/08/07 18:49:22 - mmengine - INFO - Epoch(val) [10][5820/6282] eta: 0:00:23 time: 0.0516 data_time: 0.0018 memory: 1130 2022/08/07 18:49:23 - mmengine - INFO - Epoch(val) [10][5840/6282] eta: 0:00:21 time: 0.0494 data_time: 0.0017 memory: 1118 2022/08/07 18:49:24 - mmengine - INFO - Epoch(val) [10][5860/6282] eta: 0:00:20 time: 0.0495 data_time: 0.0017 memory: 1118 2022/08/07 18:49:25 - mmengine - INFO - Epoch(val) [10][5880/6282] eta: 0:00:20 time: 0.0499 data_time: 0.0018 memory: 1118 2022/08/07 18:49:27 - mmengine - INFO - Epoch(val) [10][5900/6282] eta: 0:00:29 time: 0.0781 data_time: 0.0019 memory: 1118 2022/08/07 18:49:28 - mmengine - INFO - Epoch(val) [10][5920/6282] eta: 0:00:18 time: 0.0520 data_time: 0.0025 memory: 1118 2022/08/07 18:49:29 - mmengine - INFO - Epoch(val) [10][5940/6282] eta: 0:00:16 time: 0.0493 data_time: 0.0018 memory: 1097 2022/08/07 18:49:30 - mmengine - INFO - Epoch(val) [10][5960/6282] eta: 0:00:16 time: 0.0506 data_time: 0.0019 memory: 1097 2022/08/07 18:49:31 - mmengine - INFO - Epoch(val) [10][5980/6282] eta: 0:00:14 time: 0.0486 data_time: 0.0017 memory: 1097 2022/08/07 18:49:32 - mmengine - INFO - Epoch(val) [10][6000/6282] eta: 0:00:15 time: 0.0554 data_time: 0.0022 memory: 1155 2022/08/07 18:49:33 - mmengine - INFO - Epoch(val) [10][6020/6282] eta: 0:00:14 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 18:49:34 - mmengine - INFO - Epoch(val) [10][6040/6282] eta: 0:00:13 time: 0.0552 data_time: 0.0017 memory: 1155 2022/08/07 18:49:35 - mmengine - INFO - Epoch(val) [10][6060/6282] eta: 0:00:12 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 18:49:36 - mmengine - INFO - Epoch(val) [10][6080/6282] eta: 0:00:11 time: 0.0558 data_time: 0.0019 memory: 1155 2022/08/07 18:49:37 - mmengine - INFO - Epoch(val) [10][6100/6282] eta: 0:00:10 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 18:49:38 - mmengine - INFO - Epoch(val) [10][6120/6282] eta: 0:00:08 time: 0.0542 data_time: 0.0017 memory: 1155 2022/08/07 18:49:39 - mmengine - INFO - Epoch(val) [10][6140/6282] eta: 0:00:07 time: 0.0533 data_time: 0.0015 memory: 1155 2022/08/07 18:49:40 - mmengine - INFO - Epoch(val) [10][6160/6282] eta: 0:00:06 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 18:49:42 - mmengine - INFO - Epoch(val) [10][6180/6282] eta: 0:00:05 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 18:49:43 - mmengine - INFO - Epoch(val) [10][6200/6282] eta: 0:00:04 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 18:49:44 - mmengine - INFO - Epoch(val) [10][6220/6282] eta: 0:00:03 time: 0.0533 data_time: 0.0014 memory: 1155 2022/08/07 18:49:45 - mmengine - INFO - Epoch(val) [10][6240/6282] eta: 0:00:02 time: 0.0530 data_time: 0.0014 memory: 1155 2022/08/07 18:49:46 - mmengine - INFO - Epoch(val) [10][6260/6282] eta: 0:00:01 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 18:49:47 - mmengine - INFO - Epoch(val) [10][6280/6282] eta: 0:00:00 time: 0.0756 data_time: 0.0021 memory: 1155 2022/08/07 18:53:29 - mmengine - INFO - Epoch(val) [10][6282/6282] mAP/mAP@0.5IOU: 0.2466 2022/08/07 18:53:29 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_10.pth is removed 2022/08/07 18:53:33 - mmengine - INFO - The best checkpoint with 0.2466 mAP/mAP@0.5IOU at 11 epoch is saved to best_mAP/mAP@0.5IOU_epoch_11.pth. 2022/08/07 18:53:51 - mmengine - INFO - Epoch(train) [11][20/1441] lr: 2.0000e-02 eta: 3:44:18 time: 0.9397 data_time: 0.0553 memory: 23477 grad_norm: 0.1013 recall@thr=0.5: 0.6146 prec@thr=0.5: 0.7934 recall@top3: 0.7812 prec@top3: 0.6806 recall@top5: 0.8872 prec@top5: 0.4708 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 18:54:10 - mmengine - INFO - Epoch(train) [11][40/1441] lr: 2.0000e-02 eta: 3:43:59 time: 0.9222 data_time: 0.0215 memory: 23477 grad_norm: 0.1041 recall@thr=0.5: 0.7644 prec@thr=0.5: 0.8648 recall@top3: 0.8848 prec@top3: 0.7407 recall@top5: 0.9633 prec@top5: 0.5022 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 18:54:29 - mmengine - INFO - Epoch(train) [11][60/1441] lr: 2.0000e-02 eta: 3:43:41 time: 0.9444 data_time: 0.0278 memory: 23477 grad_norm: 0.1045 recall@thr=0.5: 0.7364 prec@thr=0.5: 0.8269 recall@top3: 0.8350 prec@top3: 0.7279 recall@top5: 0.9490 prec@top5: 0.5061 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 18:54:46 - mmengine - INFO - Epoch(train) [11][80/1441] lr: 2.0000e-02 eta: 3:43:21 time: 0.8793 data_time: 0.0237 memory: 23477 grad_norm: 0.1065 recall@thr=0.5: 0.6931 prec@thr=0.5: 0.7378 recall@top3: 0.8111 prec@top3: 0.6181 recall@top5: 0.9646 prec@top5: 0.4417 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 18:55:05 - mmengine - INFO - Epoch(train) [11][100/1441] lr: 2.0000e-02 eta: 3:43:02 time: 0.9368 data_time: 0.0271 memory: 23477 grad_norm: 0.1056 recall@thr=0.5: 0.7185 prec@thr=0.5: 0.8463 recall@top3: 0.8556 prec@top3: 0.6444 recall@top5: 0.9204 prec@top5: 0.4222 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 18:55:23 - mmengine - INFO - Epoch(train) [11][120/1441] lr: 2.0000e-02 eta: 3:42:42 time: 0.8815 data_time: 0.0209 memory: 23477 grad_norm: 0.1033 recall@thr=0.5: 0.6566 prec@thr=0.5: 0.8229 recall@top3: 0.7538 prec@top3: 0.7014 recall@top5: 0.9097 prec@top5: 0.5208 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 18:55:41 - mmengine - INFO - Epoch(train) [11][140/1441] lr: 2.0000e-02 eta: 3:42:23 time: 0.9144 data_time: 0.0272 memory: 23477 grad_norm: 0.1079 recall@thr=0.5: 0.7934 prec@thr=0.5: 0.7986 recall@top3: 0.8819 prec@top3: 0.7431 recall@top5: 0.9896 prec@top5: 0.5125 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 18:56:00 - mmengine - INFO - Epoch(train) [11][160/1441] lr: 2.0000e-02 eta: 3:42:04 time: 0.9336 data_time: 0.0227 memory: 23477 grad_norm: 0.1058 recall@thr=0.5: 0.8174 prec@thr=0.5: 0.8611 recall@top3: 0.8934 prec@top3: 0.7292 recall@top5: 0.9854 prec@top5: 0.5000 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 18:56:18 - mmengine - INFO - Epoch(train) [11][180/1441] lr: 2.0000e-02 eta: 3:41:45 time: 0.9178 data_time: 0.0267 memory: 23477 grad_norm: 0.1066 recall@thr=0.5: 0.7415 prec@thr=0.5: 0.7891 recall@top3: 0.7466 prec@top3: 0.5646 recall@top5: 0.8707 prec@top5: 0.4000 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 18:56:36 - mmengine - INFO - Epoch(train) [11][200/1441] lr: 2.0000e-02 eta: 3:41:26 time: 0.8862 data_time: 0.0207 memory: 23477 grad_norm: 0.1113 recall@thr=0.5: 0.7252 prec@thr=0.5: 0.7574 recall@top3: 0.7837 prec@top3: 0.6312 recall@top5: 0.8599 prec@top5: 0.4213 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 18:56:55 - mmengine - INFO - Epoch(train) [11][220/1441] lr: 2.0000e-02 eta: 3:41:07 time: 0.9498 data_time: 0.0244 memory: 23477 grad_norm: 0.1082 recall@thr=0.5: 0.8129 prec@thr=0.5: 0.8980 recall@top3: 0.8793 prec@top3: 0.8503 recall@top5: 0.9864 prec@top5: 0.5796 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 18:57:12 - mmengine - INFO - Epoch(train) [11][240/1441] lr: 2.0000e-02 eta: 3:40:48 time: 0.8820 data_time: 0.0220 memory: 23477 grad_norm: 0.1063 recall@thr=0.5: 0.8300 prec@thr=0.5: 0.8833 recall@top3: 0.8967 prec@top3: 0.6000 recall@top5: 0.9650 prec@top5: 0.4050 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 18:57:30 - mmengine - INFO - Epoch(train) [11][260/1441] lr: 2.0000e-02 eta: 3:40:28 time: 0.8919 data_time: 0.0272 memory: 23477 grad_norm: 0.1055 recall@thr=0.5: 0.7067 prec@thr=0.5: 0.8700 recall@top3: 0.8733 prec@top3: 0.7400 recall@top5: 0.9733 prec@top5: 0.5040 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 18:57:49 - mmengine - INFO - Epoch(train) [11][280/1441] lr: 2.0000e-02 eta: 3:40:09 time: 0.9156 data_time: 0.0230 memory: 23477 grad_norm: 0.1050 recall@thr=0.5: 0.7641 prec@thr=0.5: 0.7895 recall@top3: 0.8023 prec@top3: 0.7288 recall@top5: 0.9350 prec@top5: 0.5186 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 18:58:07 - mmengine - INFO - Epoch(train) [11][300/1441] lr: 2.0000e-02 eta: 3:39:50 time: 0.9063 data_time: 0.0253 memory: 23477 grad_norm: 0.1082 recall@thr=0.5: 0.8373 prec@thr=0.5: 0.9079 recall@top3: 0.8889 prec@top3: 0.7698 recall@top5: 1.0000 prec@top5: 0.5381 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 18:58:25 - mmengine - INFO - Epoch(train) [11][320/1441] lr: 2.0000e-02 eta: 3:39:31 time: 0.9096 data_time: 0.0235 memory: 23477 grad_norm: 0.1108 recall@thr=0.5: 0.7484 prec@thr=0.5: 0.8606 recall@top3: 0.8221 prec@top3: 0.6987 recall@top5: 0.9631 prec@top5: 0.5077 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 18:58:43 - mmengine - INFO - Epoch(train) [11][340/1441] lr: 2.0000e-02 eta: 3:39:12 time: 0.9277 data_time: 0.0243 memory: 23477 grad_norm: 0.1051 recall@thr=0.5: 0.7511 prec@thr=0.5: 0.7992 recall@top3: 0.8148 prec@top3: 0.5985 recall@top5: 0.9670 prec@top5: 0.4455 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 18:59:03 - mmengine - INFO - Epoch(train) [11][360/1441] lr: 2.0000e-02 eta: 3:38:54 time: 0.9572 data_time: 0.0410 memory: 23477 grad_norm: 0.1071 recall@thr=0.5: 0.7661 prec@thr=0.5: 0.7865 recall@top3: 0.8202 prec@top3: 0.6550 recall@top5: 0.9298 prec@top5: 0.4491 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 18:59:21 - mmengine - INFO - Epoch(train) [11][380/1441] lr: 2.0000e-02 eta: 3:38:35 time: 0.9381 data_time: 0.0238 memory: 23477 grad_norm: 0.1076 recall@thr=0.5: 0.7465 prec@thr=0.5: 0.7812 recall@top3: 0.8524 prec@top3: 0.7014 recall@top5: 0.9392 prec@top5: 0.4833 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 18:59:40 - mmengine - INFO - Epoch(train) [11][400/1441] lr: 2.0000e-02 eta: 3:38:16 time: 0.9303 data_time: 0.0294 memory: 23477 grad_norm: 0.1133 recall@thr=0.5: 0.8030 prec@thr=0.5: 0.8633 recall@top3: 0.8448 prec@top3: 0.7778 recall@top5: 0.9585 prec@top5: 0.5422 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 18:59:58 - mmengine - INFO - Epoch(train) [11][420/1441] lr: 2.0000e-02 eta: 3:37:57 time: 0.9076 data_time: 0.0231 memory: 23477 grad_norm: 0.1098 recall@thr=0.5: 0.6896 prec@thr=0.5: 0.7750 recall@top3: 0.7583 prec@top3: 0.6500 recall@top5: 0.9563 prec@top5: 0.4800 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 19:00:16 - mmengine - INFO - Epoch(train) [11][440/1441] lr: 2.0000e-02 eta: 3:37:38 time: 0.9084 data_time: 0.0254 memory: 23477 grad_norm: 0.1082 recall@thr=0.5: 0.6778 prec@thr=0.5: 0.8162 recall@top3: 0.7573 prec@top3: 0.6239 recall@top5: 0.8880 prec@top5: 0.4615 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 19:00:35 - mmengine - INFO - Epoch(train) [11][460/1441] lr: 2.0000e-02 eta: 3:37:19 time: 0.9330 data_time: 0.0218 memory: 23477 grad_norm: 0.1113 recall@thr=0.5: 0.7851 prec@thr=0.5: 0.8723 recall@top3: 0.8213 prec@top3: 0.6170 recall@top5: 0.9496 prec@top5: 0.4426 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 19:00:53 - mmengine - INFO - Epoch(train) [11][480/1441] lr: 2.0000e-02 eta: 3:37:00 time: 0.9184 data_time: 0.0252 memory: 23477 grad_norm: 0.1074 recall@thr=0.5: 0.6778 prec@thr=0.5: 0.7278 recall@top3: 0.7333 prec@top3: 0.5852 recall@top5: 0.8741 prec@top5: 0.4222 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 19:01:12 - mmengine - INFO - Epoch(train) [11][500/1441] lr: 2.0000e-02 eta: 3:36:41 time: 0.9408 data_time: 0.0232 memory: 23477 grad_norm: 0.1086 recall@thr=0.5: 0.7209 prec@thr=0.5: 0.7549 recall@top3: 0.7634 prec@top3: 0.6209 recall@top5: 0.8745 prec@top5: 0.4353 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 19:01:31 - mmengine - INFO - Epoch(train) [11][520/1441] lr: 2.0000e-02 eta: 3:36:23 time: 0.9551 data_time: 0.0284 memory: 23477 grad_norm: 0.1093 recall@thr=0.5: 0.8301 prec@thr=0.5: 0.8595 recall@top3: 0.8840 prec@top3: 0.7778 recall@top5: 0.9624 prec@top5: 0.5255 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 19:01:50 - mmengine - INFO - Epoch(train) [11][540/1441] lr: 2.0000e-02 eta: 3:36:04 time: 0.9221 data_time: 0.0231 memory: 23477 grad_norm: 0.1089 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.7291 recall@top3: 0.8203 prec@top3: 0.6797 recall@top5: 0.9706 prec@top5: 0.4902 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 19:02:08 - mmengine - INFO - Epoch(train) [11][560/1441] lr: 2.0000e-02 eta: 3:35:45 time: 0.9341 data_time: 0.0254 memory: 23477 grad_norm: 0.1128 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8462 recall@top3: 0.8504 prec@top3: 0.6667 recall@top5: 0.9231 prec@top5: 0.4410 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 19:02:27 - mmengine - INFO - Epoch(train) [11][580/1441] lr: 2.0000e-02 eta: 3:35:26 time: 0.9125 data_time: 0.0213 memory: 23477 grad_norm: 0.1095 recall@thr=0.5: 0.7645 prec@thr=0.5: 0.8569 recall@top3: 0.8967 prec@top3: 0.7029 recall@top5: 0.9819 prec@top5: 0.4696 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 19:02:36 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 19:02:45 - mmengine - INFO - Epoch(train) [11][600/1441] lr: 2.0000e-02 eta: 3:35:08 time: 0.9326 data_time: 0.0267 memory: 23477 grad_norm: 0.1075 recall@thr=0.5: 0.8208 prec@thr=0.5: 0.8917 recall@top3: 0.8792 prec@top3: 0.8000 recall@top5: 0.9854 prec@top5: 0.5400 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 19:03:04 - mmengine - INFO - Epoch(train) [11][620/1441] lr: 2.0000e-02 eta: 3:34:49 time: 0.9148 data_time: 0.0223 memory: 23477 grad_norm: 0.1103 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.8810 recall@top3: 0.9429 prec@top3: 0.6857 recall@top5: 1.0000 prec@top5: 0.4457 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 19:03:22 - mmengine - INFO - Epoch(train) [11][640/1441] lr: 2.0000e-02 eta: 3:34:30 time: 0.9438 data_time: 0.0264 memory: 23477 grad_norm: 0.1113 recall@thr=0.5: 0.8521 prec@thr=0.5: 0.9060 recall@top3: 0.9018 prec@top3: 0.7518 recall@top5: 0.9514 prec@top5: 0.4851 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 19:03:41 - mmengine - INFO - Epoch(train) [11][660/1441] lr: 2.0000e-02 eta: 3:34:12 time: 0.9494 data_time: 0.0242 memory: 23477 grad_norm: 0.1113 recall@thr=0.5: 0.9322 prec@thr=0.5: 0.9419 recall@top3: 0.9399 prec@top3: 0.7364 recall@top5: 0.9942 prec@top5: 0.4698 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 19:04:00 - mmengine - INFO - Epoch(train) [11][680/1441] lr: 2.0000e-02 eta: 3:33:53 time: 0.9397 data_time: 0.0332 memory: 23477 grad_norm: 0.1086 recall@thr=0.5: 0.8067 prec@thr=0.5: 0.8546 recall@top3: 0.8901 prec@top3: 0.7730 recall@top5: 0.9592 prec@top5: 0.5064 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 19:04:25 - mmengine - INFO - Epoch(train) [11][700/1441] lr: 2.0000e-02 eta: 3:33:40 time: 1.2635 data_time: 0.1901 memory: 23477 grad_norm: 0.1089 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.7316 recall@top3: 0.6645 prec@top3: 0.6228 recall@top5: 0.8026 prec@top5: 0.4789 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 19:04:45 - mmengine - INFO - Epoch(train) [11][720/1441] lr: 2.0000e-02 eta: 3:33:22 time: 0.9640 data_time: 0.0334 memory: 23477 grad_norm: 0.1088 recall@thr=0.5: 0.8188 prec@thr=0.5: 0.7953 recall@top3: 0.8594 prec@top3: 0.6812 recall@top5: 0.9493 prec@top5: 0.4652 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 19:05:05 - mmengine - INFO - Epoch(train) [11][740/1441] lr: 2.0000e-02 eta: 3:33:04 time: 0.9939 data_time: 0.0627 memory: 23477 grad_norm: 0.1089 recall@thr=0.5: 0.8146 prec@thr=0.5: 0.8158 recall@top3: 0.8458 prec@top3: 0.6667 recall@top5: 0.9729 prec@top5: 0.4800 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 19:05:23 - mmengine - INFO - Epoch(train) [11][760/1441] lr: 2.0000e-02 eta: 3:32:46 time: 0.9409 data_time: 0.0282 memory: 23477 grad_norm: 0.1075 recall@thr=0.5: 0.7973 prec@thr=0.5: 0.8087 recall@top3: 0.8466 prec@top3: 0.6742 recall@top5: 0.9318 prec@top5: 0.4591 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 19:05:42 - mmengine - INFO - Epoch(train) [11][780/1441] lr: 2.0000e-02 eta: 3:32:27 time: 0.9417 data_time: 0.0221 memory: 23477 grad_norm: 0.1094 recall@thr=0.5: 0.7517 prec@thr=0.5: 0.8700 recall@top3: 0.9500 prec@top3: 0.8000 recall@top5: 0.9733 prec@top5: 0.4960 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 19:06:00 - mmengine - INFO - Epoch(train) [11][800/1441] lr: 2.0000e-02 eta: 3:32:08 time: 0.9115 data_time: 0.0251 memory: 23477 grad_norm: 0.1101 recall@thr=0.5: 0.8109 prec@thr=0.5: 0.8605 recall@top3: 0.8744 prec@top3: 0.7519 recall@top5: 0.9651 prec@top5: 0.5116 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 19:06:19 - mmengine - INFO - Epoch(train) [11][820/1441] lr: 2.0000e-02 eta: 3:31:49 time: 0.9317 data_time: 0.0240 memory: 23477 grad_norm: 0.1129 recall@thr=0.5: 0.6802 prec@thr=0.5: 0.7810 recall@top3: 0.8120 prec@top3: 0.6434 recall@top5: 0.9186 prec@top5: 0.4558 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 19:06:37 - mmengine - INFO - Epoch(train) [11][840/1441] lr: 2.0000e-02 eta: 3:31:30 time: 0.9162 data_time: 0.0232 memory: 23477 grad_norm: 0.1141 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.7917 recall@top3: 0.8510 prec@top3: 0.6373 recall@top5: 0.9167 prec@top5: 0.4176 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 19:06:56 - mmengine - INFO - Epoch(train) [11][860/1441] lr: 2.0000e-02 eta: 3:31:11 time: 0.9267 data_time: 0.0232 memory: 23477 grad_norm: 0.1065 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8688 recall@top3: 0.8741 prec@top3: 0.6809 recall@top5: 0.9539 prec@top5: 0.4596 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 19:07:15 - mmengine - INFO - Epoch(train) [11][880/1441] lr: 2.0000e-02 eta: 3:30:53 time: 0.9287 data_time: 0.0229 memory: 23477 grad_norm: 0.1121 recall@thr=0.5: 0.6981 prec@thr=0.5: 0.7741 recall@top3: 0.8130 prec@top3: 0.6889 recall@top5: 0.9611 prec@top5: 0.5022 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 19:07:33 - mmengine - INFO - Epoch(train) [11][900/1441] lr: 2.0000e-02 eta: 3:30:34 time: 0.9192 data_time: 0.0255 memory: 23477 grad_norm: 0.1112 recall@thr=0.5: 0.7444 prec@thr=0.5: 0.8074 recall@top3: 0.8259 prec@top3: 0.6593 recall@top5: 0.9630 prec@top5: 0.4756 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 19:07:52 - mmengine - INFO - Epoch(train) [11][920/1441] lr: 2.0000e-02 eta: 3:30:15 time: 0.9457 data_time: 0.0304 memory: 23477 grad_norm: 0.1130 recall@thr=0.5: 0.7725 prec@thr=0.5: 0.8604 recall@top3: 0.8941 prec@top3: 0.6847 recall@top5: 0.9775 prec@top5: 0.4649 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 19:08:11 - mmengine - INFO - Epoch(train) [11][940/1441] lr: 2.0000e-02 eta: 3:29:56 time: 0.9331 data_time: 0.0289 memory: 23477 grad_norm: 0.1126 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8674 recall@top3: 0.8939 prec@top3: 0.6818 recall@top5: 0.9167 prec@top5: 0.4227 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 19:08:29 - mmengine - INFO - Epoch(train) [11][960/1441] lr: 2.0000e-02 eta: 3:29:38 time: 0.9276 data_time: 0.0245 memory: 23477 grad_norm: 0.1095 recall@thr=0.5: 0.7626 prec@thr=0.5: 0.7642 recall@top3: 0.8797 prec@top3: 0.6748 recall@top5: 0.9476 prec@top5: 0.4439 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 19:08:48 - mmengine - INFO - Epoch(train) [11][980/1441] lr: 2.0000e-02 eta: 3:29:19 time: 0.9418 data_time: 0.0237 memory: 23477 grad_norm: 0.1125 recall@thr=0.5: 0.8722 prec@thr=0.5: 0.9078 recall@top3: 0.9037 prec@top3: 0.8296 recall@top5: 0.9815 prec@top5: 0.5600 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 19:09:06 - mmengine - INFO - Epoch(train) [11][1000/1441] lr: 2.0000e-02 eta: 3:29:00 time: 0.9022 data_time: 0.0230 memory: 23477 grad_norm: 0.1120 recall@thr=0.5: 0.6854 prec@thr=0.5: 0.8516 recall@top3: 0.8114 prec@top3: 0.7073 recall@top5: 0.9768 prec@top5: 0.5220 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 19:09:25 - mmengine - INFO - Epoch(train) [11][1020/1441] lr: 2.0000e-02 eta: 3:28:41 time: 0.9522 data_time: 0.0225 memory: 23477 grad_norm: 0.1125 recall@thr=0.5: 0.7937 prec@thr=0.5: 0.8542 recall@top3: 0.9187 prec@top3: 0.7333 recall@top5: 0.9542 prec@top5: 0.4600 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 19:09:43 - mmengine - INFO - Epoch(train) [11][1040/1441] lr: 2.0000e-02 eta: 3:28:22 time: 0.9135 data_time: 0.0268 memory: 23477 grad_norm: 0.1103 recall@thr=0.5: 0.8268 prec@thr=0.5: 0.8388 recall@top3: 0.9101 prec@top3: 0.6957 recall@top5: 0.9529 prec@top5: 0.4522 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 19:10:02 - mmengine - INFO - Epoch(train) [11][1060/1441] lr: 2.0000e-02 eta: 3:28:04 time: 0.9445 data_time: 0.0234 memory: 23477 grad_norm: 0.1142 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.7894 recall@top3: 0.9167 prec@top3: 0.6574 recall@top5: 0.9722 prec@top5: 0.4278 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 19:10:21 - mmengine - INFO - Epoch(train) [11][1080/1441] lr: 2.0000e-02 eta: 3:27:45 time: 0.9172 data_time: 0.0266 memory: 23477 grad_norm: 0.1135 recall@thr=0.5: 0.8193 prec@thr=0.5: 0.8151 recall@top3: 0.8508 prec@top3: 0.7656 recall@top5: 0.9508 prec@top5: 0.5312 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 19:10:38 - mmengine - INFO - Epoch(train) [11][1100/1441] lr: 2.0000e-02 eta: 3:27:25 time: 0.8829 data_time: 0.0196 memory: 23477 grad_norm: 0.1123 recall@thr=0.5: 0.7397 prec@thr=0.5: 0.8103 recall@top3: 0.8571 prec@top3: 0.7179 recall@top5: 0.9490 prec@top5: 0.4962 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 19:10:56 - mmengine - INFO - Epoch(train) [11][1120/1441] lr: 2.0000e-02 eta: 3:27:06 time: 0.9058 data_time: 0.0283 memory: 23477 grad_norm: 0.1127 recall@thr=0.5: 0.8721 prec@thr=0.5: 0.9205 recall@top3: 0.9050 prec@top3: 0.6977 recall@top5: 0.9864 prec@top5: 0.4744 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 19:11:15 - mmengine - INFO - Epoch(train) [11][1140/1441] lr: 2.0000e-02 eta: 3:26:47 time: 0.9343 data_time: 0.0317 memory: 23477 grad_norm: 0.1091 recall@thr=0.5: 0.8186 prec@thr=0.5: 0.8971 recall@top3: 0.9216 prec@top3: 0.7843 recall@top5: 0.9706 prec@top5: 0.5059 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 19:11:33 - mmengine - INFO - Epoch(train) [11][1160/1441] lr: 2.0000e-02 eta: 3:26:28 time: 0.9150 data_time: 0.0253 memory: 23477 grad_norm: 0.1095 recall@thr=0.5: 0.8574 prec@thr=0.5: 0.8537 recall@top3: 0.8741 prec@top3: 0.6741 recall@top5: 0.9685 prec@top5: 0.4622 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 19:11:52 - mmengine - INFO - Epoch(train) [11][1180/1441] lr: 2.0000e-02 eta: 3:26:09 time: 0.9361 data_time: 0.0201 memory: 23477 grad_norm: 0.1114 recall@thr=0.5: 0.8051 prec@thr=0.5: 0.8559 recall@top3: 0.8785 prec@top3: 0.8249 recall@top5: 0.9802 prec@top5: 0.5593 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 19:12:15 - mmengine - INFO - Epoch(train) [11][1200/1441] lr: 2.0000e-02 eta: 3:25:54 time: 1.1259 data_time: 0.0326 memory: 23477 grad_norm: 0.1076 recall@thr=0.5: 0.7721 prec@thr=0.5: 0.8231 recall@top3: 0.8282 prec@top3: 0.6327 recall@top5: 0.9422 prec@top5: 0.4408 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 19:12:33 - mmengine - INFO - Epoch(train) [11][1220/1441] lr: 2.0000e-02 eta: 3:25:35 time: 0.9138 data_time: 0.0342 memory: 23477 grad_norm: 0.1131 recall@thr=0.5: 0.8069 prec@thr=0.5: 0.8415 recall@top3: 0.8638 prec@top3: 0.6992 recall@top5: 0.9756 prec@top5: 0.4976 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 19:12:52 - mmengine - INFO - Epoch(train) [11][1240/1441] lr: 2.0000e-02 eta: 3:25:17 time: 0.9567 data_time: 0.0229 memory: 23477 grad_norm: 0.1096 recall@thr=0.5: 0.7233 prec@thr=0.5: 0.7387 recall@top3: 0.9033 prec@top3: 0.6800 recall@top5: 0.9467 prec@top5: 0.4320 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 19:13:10 - mmengine - INFO - Epoch(train) [11][1260/1441] lr: 2.0000e-02 eta: 3:24:58 time: 0.9150 data_time: 0.0255 memory: 23477 grad_norm: 0.1106 recall@thr=0.5: 0.7818 prec@thr=0.5: 0.8197 recall@top3: 0.8242 prec@top3: 0.6848 recall@top5: 0.9515 prec@top5: 0.4836 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 19:13:28 - mmengine - INFO - Epoch(train) [11][1280/1441] lr: 2.0000e-02 eta: 3:24:38 time: 0.9115 data_time: 0.0241 memory: 23477 grad_norm: 0.1095 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7441 recall@top3: 0.8399 prec@top3: 0.6993 recall@top5: 0.9510 prec@top5: 0.4902 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 19:13:47 - mmengine - INFO - Epoch(train) [11][1300/1441] lr: 2.0000e-02 eta: 3:24:20 time: 0.9229 data_time: 0.0211 memory: 23477 grad_norm: 0.1124 recall@thr=0.5: 0.7571 prec@thr=0.5: 0.8429 recall@top3: 0.9000 prec@top3: 0.6476 recall@top5: 0.9690 prec@top5: 0.4286 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 19:14:06 - mmengine - INFO - Epoch(train) [11][1320/1441] lr: 2.0000e-02 eta: 3:24:01 time: 0.9245 data_time: 0.0238 memory: 23477 grad_norm: 0.1113 recall@thr=0.5: 0.7320 prec@thr=0.5: 0.7793 recall@top3: 0.8153 prec@top3: 0.6126 recall@top5: 0.8559 prec@top5: 0.3892 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 19:14:24 - mmengine - INFO - Epoch(train) [11][1340/1441] lr: 2.0000e-02 eta: 3:23:42 time: 0.9100 data_time: 0.0290 memory: 23477 grad_norm: 0.1144 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.7944 recall@top3: 0.8470 prec@top3: 0.7037 recall@top5: 0.9319 prec@top5: 0.4711 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 19:14:42 - mmengine - INFO - Epoch(train) [11][1360/1441] lr: 2.0000e-02 eta: 3:23:23 time: 0.9283 data_time: 0.0231 memory: 23477 grad_norm: 0.1151 recall@thr=0.5: 0.6602 prec@thr=0.5: 0.7886 recall@top3: 0.7370 prec@top3: 0.6049 recall@top5: 0.8960 prec@top5: 0.4630 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 19:15:01 - mmengine - INFO - Epoch(train) [11][1380/1441] lr: 2.0000e-02 eta: 3:23:04 time: 0.9257 data_time: 0.0231 memory: 23477 grad_norm: 0.1136 recall@thr=0.5: 0.6964 prec@thr=0.5: 0.7619 recall@top3: 0.7972 prec@top3: 0.6508 recall@top5: 0.9238 prec@top5: 0.4667 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 19:15:19 - mmengine - INFO - Epoch(train) [11][1400/1441] lr: 2.0000e-02 eta: 3:22:45 time: 0.9219 data_time: 0.0242 memory: 23477 grad_norm: 0.1124 recall@thr=0.5: 0.7465 prec@thr=0.5: 0.8624 recall@top3: 0.8380 prec@top3: 0.7442 recall@top5: 0.9690 prec@top5: 0.5395 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 19:15:37 - mmengine - INFO - Epoch(train) [11][1420/1441] lr: 2.0000e-02 eta: 3:22:26 time: 0.9038 data_time: 0.0212 memory: 23477 grad_norm: 0.1120 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.7683 recall@top3: 0.8617 prec@top3: 0.6800 recall@top5: 0.9500 prec@top5: 0.4480 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 19:15:56 - mmengine - INFO - Epoch(train) [11][1440/1441] lr: 2.0000e-02 eta: 3:22:07 time: 0.9136 data_time: 0.0238 memory: 23477 grad_norm: 0.1175 recall@thr=0.5: 0.7636 prec@thr=0.5: 0.7908 recall@top3: 0.8129 prec@top3: 0.6939 recall@top5: 0.9167 prec@top5: 0.4776 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 19:15:56 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 19:15:56 - mmengine - INFO - Epoch(train) [11][1441/1441] lr: 2.0000e-02 eta: 3:22:07 time: 0.8940 data_time: 0.0224 memory: 12197 grad_norm: 0.1200 recall@thr=0.5: 0.8400 prec@thr=0.5: 0.8293 recall@top3: 0.8600 prec@top3: 0.7467 recall@top5: 1.0000 prec@top5: 0.5200 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 19:15:56 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/08/07 19:16:03 - mmengine - INFO - Epoch(val) [11][20/6282] eta: 0:05:23 time: 0.0516 data_time: 0.0070 memory: 1084 2022/08/07 19:16:04 - mmengine - INFO - Epoch(val) [11][40/6282] eta: 0:04:33 time: 0.0438 data_time: 0.0017 memory: 1084 2022/08/07 19:16:05 - mmengine - INFO - Epoch(val) [11][60/6282] eta: 0:04:42 time: 0.0454 data_time: 0.0023 memory: 1084 2022/08/07 19:16:06 - mmengine - INFO - Epoch(val) [11][80/6282] eta: 0:04:48 time: 0.0465 data_time: 0.0018 memory: 1084 2022/08/07 19:16:07 - mmengine - INFO - Epoch(val) [11][100/6282] eta: 0:04:37 time: 0.0450 data_time: 0.0018 memory: 1084 2022/08/07 19:16:08 - mmengine - INFO - Epoch(val) [11][120/6282] eta: 0:05:38 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 19:16:09 - mmengine - INFO - Epoch(val) [11][140/6282] eta: 0:08:30 time: 0.0831 data_time: 0.0021 memory: 1155 2022/08/07 19:16:11 - mmengine - INFO - Epoch(val) [11][160/6282] eta: 0:06:11 time: 0.0606 data_time: 0.0019 memory: 1155 2022/08/07 19:16:12 - mmengine - INFO - Epoch(val) [11][180/6282] eta: 0:06:05 time: 0.0598 data_time: 0.0020 memory: 1155 2022/08/07 19:16:13 - mmengine - INFO - Epoch(val) [11][200/6282] eta: 0:05:44 time: 0.0566 data_time: 0.0019 memory: 1155 2022/08/07 19:16:14 - mmengine - INFO - Epoch(val) [11][220/6282] eta: 0:05:04 time: 0.0502 data_time: 0.0026 memory: 1097 2022/08/07 19:16:15 - mmengine - INFO - Epoch(val) [11][240/6282] eta: 0:04:59 time: 0.0496 data_time: 0.0018 memory: 1097 2022/08/07 19:16:16 - mmengine - INFO - Epoch(val) [11][260/6282] eta: 0:04:52 time: 0.0485 data_time: 0.0018 memory: 1097 2022/08/07 19:16:17 - mmengine - INFO - Epoch(val) [11][280/6282] eta: 0:05:03 time: 0.0506 data_time: 0.0021 memory: 1097 2022/08/07 19:16:18 - mmengine - INFO - Epoch(val) [11][300/6282] eta: 0:05:14 time: 0.0526 data_time: 0.0018 memory: 1155 2022/08/07 19:16:19 - mmengine - INFO - Epoch(val) [11][320/6282] eta: 0:06:11 time: 0.0622 data_time: 0.0023 memory: 1155 2022/08/07 19:16:20 - mmengine - INFO - Epoch(val) [11][340/6282] eta: 0:05:43 time: 0.0578 data_time: 0.0021 memory: 1155 2022/08/07 19:16:22 - mmengine - INFO - Epoch(val) [11][360/6282] eta: 0:05:52 time: 0.0595 data_time: 0.0017 memory: 1155 2022/08/07 19:16:23 - mmengine - INFO - Epoch(val) [11][380/6282] eta: 0:05:53 time: 0.0599 data_time: 0.0020 memory: 1155 2022/08/07 19:16:24 - mmengine - INFO - Epoch(val) [11][400/6282] eta: 0:05:11 time: 0.0530 data_time: 0.0024 memory: 1155 2022/08/07 19:16:25 - mmengine - INFO - Epoch(val) [11][420/6282] eta: 0:04:39 time: 0.0478 data_time: 0.0020 memory: 1101 2022/08/07 19:16:26 - mmengine - INFO - Epoch(val) [11][440/6282] eta: 0:04:53 time: 0.0503 data_time: 0.0019 memory: 1101 2022/08/07 19:16:27 - mmengine - INFO - Epoch(val) [11][460/6282] eta: 0:04:37 time: 0.0477 data_time: 0.0020 memory: 1101 2022/08/07 19:16:28 - mmengine - INFO - Epoch(val) [11][480/6282] eta: 0:04:33 time: 0.0471 data_time: 0.0018 memory: 1101 2022/08/07 19:16:29 - mmengine - INFO - Epoch(val) [11][500/6282] eta: 0:07:09 time: 0.0743 data_time: 0.0023 memory: 1101 2022/08/07 19:16:30 - mmengine - INFO - Epoch(val) [11][520/6282] eta: 0:04:25 time: 0.0461 data_time: 0.0016 memory: 1097 2022/08/07 19:16:31 - mmengine - INFO - Epoch(val) [11][540/6282] eta: 0:04:25 time: 0.0462 data_time: 0.0017 memory: 1097 2022/08/07 19:16:32 - mmengine - INFO - Epoch(val) [11][560/6282] eta: 0:04:30 time: 0.0473 data_time: 0.0017 memory: 1097 2022/08/07 19:16:33 - mmengine - INFO - Epoch(val) [11][580/6282] eta: 0:04:40 time: 0.0492 data_time: 0.0020 memory: 1097 2022/08/07 19:16:34 - mmengine - INFO - Epoch(val) [11][600/6282] eta: 0:05:33 time: 0.0588 data_time: 0.0037 memory: 1097 2022/08/07 19:16:35 - mmengine - INFO - Epoch(val) [11][620/6282] eta: 0:04:58 time: 0.0527 data_time: 0.0023 memory: 1097 2022/08/07 19:16:36 - mmengine - INFO - Epoch(val) [11][640/6282] eta: 0:04:56 time: 0.0526 data_time: 0.0023 memory: 1094 2022/08/07 19:16:38 - mmengine - INFO - Epoch(val) [11][660/6282] eta: 0:05:05 time: 0.0544 data_time: 0.0034 memory: 1094 2022/08/07 19:16:39 - mmengine - INFO - Epoch(val) [11][680/6282] eta: 0:04:51 time: 0.0520 data_time: 0.0024 memory: 1094 2022/08/07 19:16:40 - mmengine - INFO - Epoch(val) [11][700/6282] eta: 0:04:36 time: 0.0495 data_time: 0.0019 memory: 1094 2022/08/07 19:16:41 - mmengine - INFO - Epoch(val) [11][720/6282] eta: 0:05:06 time: 0.0551 data_time: 0.0018 memory: 1155 2022/08/07 19:16:42 - mmengine - INFO - Epoch(val) [11][740/6282] eta: 0:05:46 time: 0.0625 data_time: 0.0019 memory: 1155 2022/08/07 19:16:43 - mmengine - INFO - Epoch(val) [11][760/6282] eta: 0:05:19 time: 0.0578 data_time: 0.0023 memory: 1155 2022/08/07 19:16:44 - mmengine - INFO - Epoch(val) [11][780/6282] eta: 0:05:10 time: 0.0565 data_time: 0.0020 memory: 1155 2022/08/07 19:16:45 - mmengine - INFO - Epoch(val) [11][800/6282] eta: 0:05:28 time: 0.0600 data_time: 0.0021 memory: 1155 2022/08/07 19:16:47 - mmengine - INFO - Epoch(val) [11][820/6282] eta: 0:05:01 time: 0.0552 data_time: 0.0018 memory: 1155 2022/08/07 19:16:48 - mmengine - INFO - Epoch(val) [11][840/6282] eta: 0:04:24 time: 0.0487 data_time: 0.0018 memory: 1097 2022/08/07 19:16:48 - mmengine - INFO - Epoch(val) [11][860/6282] eta: 0:04:16 time: 0.0474 data_time: 0.0017 memory: 1097 2022/08/07 19:16:50 - mmengine - INFO - Epoch(val) [11][880/6282] eta: 0:06:56 time: 0.0770 data_time: 0.0029 memory: 1097 2022/08/07 19:16:51 - mmengine - INFO - Epoch(val) [11][900/6282] eta: 0:04:13 time: 0.0472 data_time: 0.0021 memory: 1097 2022/08/07 19:16:52 - mmengine - INFO - Epoch(val) [11][920/6282] eta: 0:04:08 time: 0.0464 data_time: 0.0017 memory: 1097 2022/08/07 19:16:53 - mmengine - INFO - Epoch(val) [11][940/6282] eta: 0:04:13 time: 0.0474 data_time: 0.0028 memory: 1084 2022/08/07 19:16:54 - mmengine - INFO - Epoch(val) [11][960/6282] eta: 0:04:03 time: 0.0458 data_time: 0.0021 memory: 1084 2022/08/07 19:16:55 - mmengine - INFO - Epoch(val) [11][980/6282] eta: 0:04:14 time: 0.0480 data_time: 0.0024 memory: 1084 2022/08/07 19:16:56 - mmengine - INFO - Epoch(val) [11][1000/6282] eta: 0:03:59 time: 0.0454 data_time: 0.0022 memory: 1084 2022/08/07 19:16:57 - mmengine - INFO - Epoch(val) [11][1020/6282] eta: 0:04:06 time: 0.0469 data_time: 0.0023 memory: 1097 2022/08/07 19:16:58 - mmengine - INFO - Epoch(val) [11][1040/6282] eta: 0:04:09 time: 0.0476 data_time: 0.0021 memory: 1097 2022/08/07 19:16:58 - mmengine - INFO - Epoch(val) [11][1060/6282] eta: 0:04:06 time: 0.0472 data_time: 0.0019 memory: 1097 2022/08/07 19:16:59 - mmengine - INFO - Epoch(val) [11][1080/6282] eta: 0:04:02 time: 0.0466 data_time: 0.0022 memory: 1097 2022/08/07 19:17:00 - mmengine - INFO - Epoch(val) [11][1100/6282] eta: 0:04:28 time: 0.0518 data_time: 0.0027 memory: 1097 2022/08/07 19:17:02 - mmengine - INFO - Epoch(val) [11][1120/6282] eta: 0:04:39 time: 0.0541 data_time: 0.0020 memory: 1097 2022/08/07 19:17:03 - mmengine - INFO - Epoch(val) [11][1140/6282] eta: 0:04:35 time: 0.0536 data_time: 0.0023 memory: 1097 2022/08/07 19:17:04 - mmengine - INFO - Epoch(val) [11][1160/6282] eta: 0:04:31 time: 0.0530 data_time: 0.0028 memory: 1097 2022/08/07 19:17:05 - mmengine - INFO - Epoch(val) [11][1180/6282] eta: 0:04:35 time: 0.0541 data_time: 0.0029 memory: 1097 2022/08/07 19:17:06 - mmengine - INFO - Epoch(val) [11][1200/6282] eta: 0:04:38 time: 0.0548 data_time: 0.0032 memory: 1097 2022/08/07 19:17:07 - mmengine - INFO - Epoch(val) [11][1220/6282] eta: 0:04:37 time: 0.0548 data_time: 0.0032 memory: 1097 2022/08/07 19:17:08 - mmengine - INFO - Epoch(val) [11][1240/6282] eta: 0:05:14 time: 0.0625 data_time: 0.0025 memory: 1155 2022/08/07 19:17:10 - mmengine - INFO - Epoch(val) [11][1260/6282] eta: 0:07:30 time: 0.0896 data_time: 0.0026 memory: 1155 2022/08/07 19:17:11 - mmengine - INFO - Epoch(val) [11][1280/6282] eta: 0:05:07 time: 0.0615 data_time: 0.0032 memory: 1155 2022/08/07 19:17:13 - mmengine - INFO - Epoch(val) [11][1300/6282] eta: 0:05:19 time: 0.0641 data_time: 0.0028 memory: 1155 2022/08/07 19:17:14 - mmengine - INFO - Epoch(val) [11][1320/6282] eta: 0:05:02 time: 0.0609 data_time: 0.0023 memory: 1155 2022/08/07 19:17:15 - mmengine - INFO - Epoch(val) [11][1340/6282] eta: 0:04:36 time: 0.0560 data_time: 0.0020 memory: 1155 2022/08/07 19:17:16 - mmengine - INFO - Epoch(val) [11][1360/6282] eta: 0:04:35 time: 0.0560 data_time: 0.0020 memory: 1155 2022/08/07 19:17:17 - mmengine - INFO - Epoch(val) [11][1380/6282] eta: 0:04:39 time: 0.0571 data_time: 0.0016 memory: 1155 2022/08/07 19:17:18 - mmengine - INFO - Epoch(val) [11][1400/6282] eta: 0:04:32 time: 0.0557 data_time: 0.0019 memory: 1155 2022/08/07 19:17:20 - mmengine - INFO - Epoch(val) [11][1420/6282] eta: 0:04:47 time: 0.0591 data_time: 0.0029 memory: 1155 2022/08/07 19:17:21 - mmengine - INFO - Epoch(val) [11][1440/6282] eta: 0:06:32 time: 0.0810 data_time: 0.0018 memory: 1155 2022/08/07 19:17:22 - mmengine - INFO - Epoch(val) [11][1460/6282] eta: 0:04:38 time: 0.0577 data_time: 0.0019 memory: 1155 2022/08/07 19:17:23 - mmengine - INFO - Epoch(val) [11][1480/6282] eta: 0:04:41 time: 0.0586 data_time: 0.0019 memory: 1155 2022/08/07 19:17:25 - mmengine - INFO - Epoch(val) [11][1500/6282] eta: 0:04:30 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 19:17:26 - mmengine - INFO - Epoch(val) [11][1520/6282] eta: 0:04:39 time: 0.0588 data_time: 0.0018 memory: 1242 2022/08/07 19:17:27 - mmengine - INFO - Epoch(val) [11][1540/6282] eta: 0:05:24 time: 0.0684 data_time: 0.0022 memory: 1242 2022/08/07 19:17:29 - mmengine - INFO - Epoch(val) [11][1560/6282] eta: 0:05:59 time: 0.0761 data_time: 0.0026 memory: 1242 2022/08/07 19:17:30 - mmengine - INFO - Epoch(val) [11][1580/6282] eta: 0:05:35 time: 0.0713 data_time: 0.0029 memory: 1242 2022/08/07 19:17:32 - mmengine - INFO - Epoch(val) [11][1600/6282] eta: 0:05:26 time: 0.0697 data_time: 0.0020 memory: 1242 2022/08/07 19:17:33 - mmengine - INFO - Epoch(val) [11][1620/6282] eta: 0:07:14 time: 0.0932 data_time: 0.0021 memory: 1242 2022/08/07 19:17:34 - mmengine - INFO - Epoch(val) [11][1640/6282] eta: 0:04:15 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 19:17:36 - mmengine - INFO - Epoch(val) [11][1660/6282] eta: 0:04:14 time: 0.0551 data_time: 0.0020 memory: 1155 2022/08/07 19:17:37 - mmengine - INFO - Epoch(val) [11][1680/6282] eta: 0:04:12 time: 0.0550 data_time: 0.0017 memory: 1155 2022/08/07 19:17:38 - mmengine - INFO - Epoch(val) [11][1700/6282] eta: 0:04:12 time: 0.0551 data_time: 0.0018 memory: 1155 2022/08/07 19:17:39 - mmengine - INFO - Epoch(val) [11][1720/6282] eta: 0:04:46 time: 0.0627 data_time: 0.0035 memory: 1155 2022/08/07 19:17:40 - mmengine - INFO - Epoch(val) [11][1740/6282] eta: 0:04:28 time: 0.0591 data_time: 0.0028 memory: 1155 2022/08/07 19:17:42 - mmengine - INFO - Epoch(val) [11][1760/6282] eta: 0:04:45 time: 0.0631 data_time: 0.0028 memory: 1155 2022/08/07 19:17:43 - mmengine - INFO - Epoch(val) [11][1780/6282] eta: 0:04:35 time: 0.0611 data_time: 0.0027 memory: 1155 2022/08/07 19:17:44 - mmengine - INFO - Epoch(val) [11][1800/6282] eta: 0:04:24 time: 0.0591 data_time: 0.0025 memory: 1155 2022/08/07 19:17:45 - mmengine - INFO - Epoch(val) [11][1820/6282] eta: 0:04:21 time: 0.0586 data_time: 0.0020 memory: 1155 2022/08/07 19:17:46 - mmengine - INFO - Epoch(val) [11][1840/6282] eta: 0:04:18 time: 0.0583 data_time: 0.0020 memory: 1155 2022/08/07 19:17:47 - mmengine - INFO - Epoch(val) [11][1860/6282] eta: 0:04:22 time: 0.0595 data_time: 0.0019 memory: 1155 2022/08/07 19:17:49 - mmengine - INFO - Epoch(val) [11][1880/6282] eta: 0:05:02 time: 0.0688 data_time: 0.0018 memory: 1155 2022/08/07 19:17:50 - mmengine - INFO - Epoch(val) [11][1900/6282] eta: 0:04:26 time: 0.0608 data_time: 0.0020 memory: 1155 2022/08/07 19:17:51 - mmengine - INFO - Epoch(val) [11][1920/6282] eta: 0:04:24 time: 0.0607 data_time: 0.0020 memory: 1155 2022/08/07 19:17:52 - mmengine - INFO - Epoch(val) [11][1940/6282] eta: 0:04:07 time: 0.0571 data_time: 0.0018 memory: 1155 2022/08/07 19:17:53 - mmengine - INFO - Epoch(val) [11][1960/6282] eta: 0:03:25 time: 0.0475 data_time: 0.0018 memory: 1101 2022/08/07 19:17:54 - mmengine - INFO - Epoch(val) [11][1980/6282] eta: 0:03:23 time: 0.0473 data_time: 0.0021 memory: 1101 2022/08/07 19:17:55 - mmengine - INFO - Epoch(val) [11][2000/6282] eta: 0:03:21 time: 0.0471 data_time: 0.0018 memory: 1101 2022/08/07 19:17:56 - mmengine - INFO - Epoch(val) [11][2020/6282] eta: 0:03:18 time: 0.0466 data_time: 0.0018 memory: 1101 2022/08/07 19:17:57 - mmengine - INFO - Epoch(val) [11][2040/6282] eta: 0:03:23 time: 0.0480 data_time: 0.0020 memory: 1101 2022/08/07 19:17:58 - mmengine - INFO - Epoch(val) [11][2060/6282] eta: 0:03:27 time: 0.0492 data_time: 0.0021 memory: 1101 2022/08/07 19:17:59 - mmengine - INFO - Epoch(val) [11][2080/6282] eta: 0:03:24 time: 0.0487 data_time: 0.0026 memory: 1101 2022/08/07 19:18:00 - mmengine - INFO - Epoch(val) [11][2100/6282] eta: 0:03:10 time: 0.0456 data_time: 0.0018 memory: 1101 2022/08/07 19:18:01 - mmengine - INFO - Epoch(val) [11][2120/6282] eta: 0:03:15 time: 0.0469 data_time: 0.0017 memory: 1101 2022/08/07 19:18:02 - mmengine - INFO - Epoch(val) [11][2140/6282] eta: 0:03:14 time: 0.0470 data_time: 0.0017 memory: 1101 2022/08/07 19:18:03 - mmengine - INFO - Epoch(val) [11][2160/6282] eta: 0:03:11 time: 0.0465 data_time: 0.0018 memory: 1097 2022/08/07 19:18:04 - mmengine - INFO - Epoch(val) [11][2180/6282] eta: 0:03:07 time: 0.0458 data_time: 0.0016 memory: 1097 2022/08/07 19:18:05 - mmengine - INFO - Epoch(val) [11][2200/6282] eta: 0:03:12 time: 0.0473 data_time: 0.0019 memory: 1097 2022/08/07 19:18:06 - mmengine - INFO - Epoch(val) [11][2220/6282] eta: 0:03:09 time: 0.0467 data_time: 0.0019 memory: 1097 2022/08/07 19:18:07 - mmengine - INFO - Epoch(val) [11][2240/6282] eta: 0:03:11 time: 0.0473 data_time: 0.0017 memory: 1097 2022/08/07 19:18:08 - mmengine - INFO - Epoch(val) [11][2260/6282] eta: 0:03:08 time: 0.0469 data_time: 0.0019 memory: 1101 2022/08/07 19:18:09 - mmengine - INFO - Epoch(val) [11][2280/6282] eta: 0:03:09 time: 0.0473 data_time: 0.0020 memory: 1101 2022/08/07 19:18:10 - mmengine - INFO - Epoch(val) [11][2300/6282] eta: 0:04:53 time: 0.0737 data_time: 0.0058 memory: 1101 2022/08/07 19:18:11 - mmengine - INFO - Epoch(val) [11][2320/6282] eta: 0:03:22 time: 0.0510 data_time: 0.0021 memory: 1101 2022/08/07 19:18:12 - mmengine - INFO - Epoch(val) [11][2340/6282] eta: 0:03:20 time: 0.0509 data_time: 0.0022 memory: 1101 2022/08/07 19:18:13 - mmengine - INFO - Epoch(val) [11][2360/6282] eta: 0:03:14 time: 0.0495 data_time: 0.0027 memory: 1097 2022/08/07 19:18:14 - mmengine - INFO - Epoch(val) [11][2380/6282] eta: 0:03:15 time: 0.0500 data_time: 0.0018 memory: 1097 2022/08/07 19:18:15 - mmengine - INFO - Epoch(val) [11][2400/6282] eta: 0:03:13 time: 0.0499 data_time: 0.0019 memory: 1097 2022/08/07 19:18:16 - mmengine - INFO - Epoch(val) [11][2420/6282] eta: 0:03:25 time: 0.0533 data_time: 0.0020 memory: 1097 2022/08/07 19:18:17 - mmengine - INFO - Epoch(val) [11][2440/6282] eta: 0:03:35 time: 0.0560 data_time: 0.0024 memory: 1097 2022/08/07 19:18:19 - mmengine - INFO - Epoch(val) [11][2460/6282] eta: 0:03:59 time: 0.0628 data_time: 0.0027 memory: 1155 2022/08/07 19:18:20 - mmengine - INFO - Epoch(val) [11][2480/6282] eta: 0:03:56 time: 0.0621 data_time: 0.0030 memory: 1155 2022/08/07 19:18:21 - mmengine - INFO - Epoch(val) [11][2500/6282] eta: 0:04:05 time: 0.0648 data_time: 0.0023 memory: 1155 2022/08/07 19:18:22 - mmengine - INFO - Epoch(val) [11][2520/6282] eta: 0:03:48 time: 0.0608 data_time: 0.0028 memory: 1155 2022/08/07 19:18:24 - mmengine - INFO - Epoch(val) [11][2540/6282] eta: 0:03:38 time: 0.0583 data_time: 0.0020 memory: 1155 2022/08/07 19:18:25 - mmengine - INFO - Epoch(val) [11][2560/6282] eta: 0:03:37 time: 0.0585 data_time: 0.0018 memory: 1155 2022/08/07 19:18:26 - mmengine - INFO - Epoch(val) [11][2580/6282] eta: 0:03:35 time: 0.0582 data_time: 0.0018 memory: 1155 2022/08/07 19:18:27 - mmengine - INFO - Epoch(val) [11][2600/6282] eta: 0:03:31 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 19:18:28 - mmengine - INFO - Epoch(val) [11][2620/6282] eta: 0:03:30 time: 0.0575 data_time: 0.0021 memory: 1155 2022/08/07 19:18:30 - mmengine - INFO - Epoch(val) [11][2640/6282] eta: 0:05:17 time: 0.0872 data_time: 0.0028 memory: 1155 2022/08/07 19:18:31 - mmengine - INFO - Epoch(val) [11][2660/6282] eta: 0:04:28 time: 0.0741 data_time: 0.0025 memory: 1234 2022/08/07 19:18:33 - mmengine - INFO - Epoch(val) [11][2680/6282] eta: 0:04:20 time: 0.0723 data_time: 0.0027 memory: 1234 2022/08/07 19:18:34 - mmengine - INFO - Epoch(val) [11][2700/6282] eta: 0:04:15 time: 0.0713 data_time: 0.0029 memory: 1234 2022/08/07 19:18:36 - mmengine - INFO - Epoch(val) [11][2720/6282] eta: 0:04:21 time: 0.0735 data_time: 0.0034 memory: 1234 2022/08/07 19:18:37 - mmengine - INFO - Epoch(val) [11][2740/6282] eta: 0:03:56 time: 0.0667 data_time: 0.0020 memory: 1234 2022/08/07 19:18:38 - mmengine - INFO - Epoch(val) [11][2760/6282] eta: 0:02:53 time: 0.0492 data_time: 0.0020 memory: 1101 2022/08/07 19:18:39 - mmengine - INFO - Epoch(val) [11][2780/6282] eta: 0:02:52 time: 0.0492 data_time: 0.0018 memory: 1101 2022/08/07 19:18:40 - mmengine - INFO - Epoch(val) [11][2800/6282] eta: 0:02:55 time: 0.0503 data_time: 0.0021 memory: 1101 2022/08/07 19:18:41 - mmengine - INFO - Epoch(val) [11][2820/6282] eta: 0:03:01 time: 0.0523 data_time: 0.0030 memory: 1101 2022/08/07 19:18:43 - mmengine - INFO - Epoch(val) [11][2840/6282] eta: 0:04:03 time: 0.0707 data_time: 0.0022 memory: 1101 2022/08/07 19:18:44 - mmengine - INFO - Epoch(val) [11][2860/6282] eta: 0:03:17 time: 0.0576 data_time: 0.0021 memory: 1155 2022/08/07 19:18:45 - mmengine - INFO - Epoch(val) [11][2880/6282] eta: 0:03:09 time: 0.0556 data_time: 0.0017 memory: 1155 2022/08/07 19:18:46 - mmengine - INFO - Epoch(val) [11][2900/6282] eta: 0:03:05 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 19:18:47 - mmengine - INFO - Epoch(val) [11][2920/6282] eta: 0:02:51 time: 0.0510 data_time: 0.0020 memory: 1155 2022/08/07 19:18:48 - mmengine - INFO - Epoch(val) [11][2940/6282] eta: 0:03:32 time: 0.0637 data_time: 0.0166 memory: 1125 2022/08/07 19:18:50 - mmengine - INFO - Epoch(val) [11][2960/6282] eta: 0:03:30 time: 0.0635 data_time: 0.0105 memory: 1125 2022/08/07 19:18:51 - mmengine - INFO - Epoch(val) [11][2980/6282] eta: 0:02:57 time: 0.0536 data_time: 0.0055 memory: 1125 2022/08/07 19:18:52 - mmengine - INFO - Epoch(val) [11][3000/6282] eta: 0:03:32 time: 0.0647 data_time: 0.0188 memory: 1125 2022/08/07 19:18:54 - mmengine - INFO - Epoch(val) [11][3020/6282] eta: 0:04:30 time: 0.0830 data_time: 0.0012 memory: 1155 2022/08/07 19:18:55 - mmengine - INFO - Epoch(val) [11][3040/6282] eta: 0:03:07 time: 0.0579 data_time: 0.0018 memory: 1155 2022/08/07 19:18:56 - mmengine - INFO - Epoch(val) [11][3060/6282] eta: 0:03:07 time: 0.0583 data_time: 0.0025 memory: 1155 2022/08/07 19:18:57 - mmengine - INFO - Epoch(val) [11][3080/6282] eta: 0:02:59 time: 0.0560 data_time: 0.0019 memory: 1155 2022/08/07 19:18:58 - mmengine - INFO - Epoch(val) [11][3100/6282] eta: 0:02:53 time: 0.0545 data_time: 0.0025 memory: 1155 2022/08/07 19:18:59 - mmengine - INFO - Epoch(val) [11][3120/6282] eta: 0:02:57 time: 0.0561 data_time: 0.0021 memory: 1101 2022/08/07 19:19:00 - mmengine - INFO - Epoch(val) [11][3140/6282] eta: 0:02:29 time: 0.0475 data_time: 0.0017 memory: 1101 2022/08/07 19:19:01 - mmengine - INFO - Epoch(val) [11][3160/6282] eta: 0:02:31 time: 0.0486 data_time: 0.0020 memory: 1101 2022/08/07 19:19:02 - mmengine - INFO - Epoch(val) [11][3180/6282] eta: 0:02:33 time: 0.0493 data_time: 0.0019 memory: 1101 2022/08/07 19:19:04 - mmengine - INFO - Epoch(val) [11][3200/6282] eta: 0:03:59 time: 0.0776 data_time: 0.0021 memory: 1155 2022/08/07 19:19:05 - mmengine - INFO - Epoch(val) [11][3220/6282] eta: 0:02:47 time: 0.0548 data_time: 0.0017 memory: 1155 2022/08/07 19:19:06 - mmengine - INFO - Epoch(val) [11][3240/6282] eta: 0:02:46 time: 0.0549 data_time: 0.0017 memory: 1155 2022/08/07 19:19:07 - mmengine - INFO - Epoch(val) [11][3260/6282] eta: 0:02:54 time: 0.0578 data_time: 0.0021 memory: 1155 2022/08/07 19:19:08 - mmengine - INFO - Epoch(val) [11][3280/6282] eta: 0:02:58 time: 0.0596 data_time: 0.0024 memory: 1155 2022/08/07 19:19:10 - mmengine - INFO - Epoch(val) [11][3300/6282] eta: 0:02:58 time: 0.0600 data_time: 0.0019 memory: 1155 2022/08/07 19:19:11 - mmengine - INFO - Epoch(val) [11][3320/6282] eta: 0:02:52 time: 0.0581 data_time: 0.0020 memory: 1155 2022/08/07 19:19:12 - mmengine - INFO - Epoch(val) [11][3340/6282] eta: 0:02:59 time: 0.0612 data_time: 0.0019 memory: 1155 2022/08/07 19:19:13 - mmengine - INFO - Epoch(val) [11][3360/6282] eta: 0:02:53 time: 0.0593 data_time: 0.0027 memory: 1155 2022/08/07 19:19:15 - mmengine - INFO - Epoch(val) [11][3380/6282] eta: 0:03:55 time: 0.0813 data_time: 0.0017 memory: 1155 2022/08/07 19:19:16 - mmengine - INFO - Epoch(val) [11][3400/6282] eta: 0:02:14 time: 0.0466 data_time: 0.0018 memory: 1097 2022/08/07 19:19:17 - mmengine - INFO - Epoch(val) [11][3420/6282] eta: 0:02:14 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 19:19:18 - mmengine - INFO - Epoch(val) [11][3440/6282] eta: 0:02:17 time: 0.0484 data_time: 0.0019 memory: 1097 2022/08/07 19:19:19 - mmengine - INFO - Epoch(val) [11][3460/6282] eta: 0:02:18 time: 0.0490 data_time: 0.0020 memory: 1097 2022/08/07 19:19:20 - mmengine - INFO - Epoch(val) [11][3480/6282] eta: 0:02:22 time: 0.0508 data_time: 0.0028 memory: 1097 2022/08/07 19:19:21 - mmengine - INFO - Epoch(val) [11][3500/6282] eta: 0:02:16 time: 0.0492 data_time: 0.0023 memory: 1097 2022/08/07 19:19:22 - mmengine - INFO - Epoch(val) [11][3520/6282] eta: 0:02:22 time: 0.0514 data_time: 0.0028 memory: 1097 2022/08/07 19:19:23 - mmengine - INFO - Epoch(val) [11][3540/6282] eta: 0:02:16 time: 0.0498 data_time: 0.0021 memory: 1097 2022/08/07 19:19:24 - mmengine - INFO - Epoch(val) [11][3560/6282] eta: 0:02:12 time: 0.0488 data_time: 0.0017 memory: 1097 2022/08/07 19:19:25 - mmengine - INFO - Epoch(val) [11][3580/6282] eta: 0:02:16 time: 0.0507 data_time: 0.0018 memory: 1139 2022/08/07 19:19:26 - mmengine - INFO - Epoch(val) [11][3600/6282] eta: 0:03:22 time: 0.0754 data_time: 0.0019 memory: 1139 2022/08/07 19:19:27 - mmengine - INFO - Epoch(val) [11][3620/6282] eta: 0:02:24 time: 0.0544 data_time: 0.0020 memory: 1139 2022/08/07 19:19:28 - mmengine - INFO - Epoch(val) [11][3640/6282] eta: 0:02:18 time: 0.0523 data_time: 0.0019 memory: 1139 2022/08/07 19:19:29 - mmengine - INFO - Epoch(val) [11][3660/6282] eta: 0:02:27 time: 0.0563 data_time: 0.0022 memory: 1139 2022/08/07 19:19:31 - mmengine - INFO - Epoch(val) [11][3680/6282] eta: 0:02:21 time: 0.0544 data_time: 0.0021 memory: 1155 2022/08/07 19:19:32 - mmengine - INFO - Epoch(val) [11][3700/6282] eta: 0:02:25 time: 0.0565 data_time: 0.0019 memory: 1155 2022/08/07 19:19:33 - mmengine - INFO - Epoch(val) [11][3720/6282] eta: 0:02:24 time: 0.0565 data_time: 0.0020 memory: 1155 2022/08/07 19:19:34 - mmengine - INFO - Epoch(val) [11][3740/6282] eta: 0:02:24 time: 0.0570 data_time: 0.0020 memory: 1155 2022/08/07 19:19:35 - mmengine - INFO - Epoch(val) [11][3760/6282] eta: 0:02:21 time: 0.0561 data_time: 0.0019 memory: 1155 2022/08/07 19:19:37 - mmengine - INFO - Epoch(val) [11][3780/6282] eta: 0:03:25 time: 0.0821 data_time: 0.0021 memory: 1155 2022/08/07 19:19:38 - mmengine - INFO - Epoch(val) [11][3800/6282] eta: 0:02:19 time: 0.0564 data_time: 0.0021 memory: 1155 2022/08/07 19:19:39 - mmengine - INFO - Epoch(val) [11][3820/6282] eta: 0:02:20 time: 0.0570 data_time: 0.0019 memory: 1155 2022/08/07 19:19:40 - mmengine - INFO - Epoch(val) [11][3840/6282] eta: 0:02:15 time: 0.0553 data_time: 0.0020 memory: 1155 2022/08/07 19:19:41 - mmengine - INFO - Epoch(val) [11][3860/6282] eta: 0:02:15 time: 0.0558 data_time: 0.0020 memory: 1155 2022/08/07 19:19:42 - mmengine - INFO - Epoch(val) [11][3880/6282] eta: 0:02:12 time: 0.0553 data_time: 0.0019 memory: 1155 2022/08/07 19:19:43 - mmengine - INFO - Epoch(val) [11][3900/6282] eta: 0:02:14 time: 0.0566 data_time: 0.0019 memory: 1155 2022/08/07 19:19:45 - mmengine - INFO - Epoch(val) [11][3920/6282] eta: 0:02:11 time: 0.0556 data_time: 0.0018 memory: 1155 2022/08/07 19:19:46 - mmengine - INFO - Epoch(val) [11][3940/6282] eta: 0:02:10 time: 0.0559 data_time: 0.0018 memory: 1155 2022/08/07 19:19:47 - mmengine - INFO - Epoch(val) [11][3960/6282] eta: 0:02:13 time: 0.0577 data_time: 0.0032 memory: 1155 2022/08/07 19:19:49 - mmengine - INFO - Epoch(val) [11][3980/6282] eta: 0:03:06 time: 0.0810 data_time: 0.0018 memory: 1155 2022/08/07 19:19:50 - mmengine - INFO - Epoch(val) [11][4000/6282] eta: 0:02:14 time: 0.0590 data_time: 0.0025 memory: 1155 2022/08/07 19:19:51 - mmengine - INFO - Epoch(val) [11][4020/6282] eta: 0:02:15 time: 0.0600 data_time: 0.0032 memory: 1155 2022/08/07 19:19:52 - mmengine - INFO - Epoch(val) [11][4040/6282] eta: 0:02:14 time: 0.0601 data_time: 0.0022 memory: 1234 2022/08/07 19:19:54 - mmengine - INFO - Epoch(val) [11][4060/6282] eta: 0:02:37 time: 0.0708 data_time: 0.0022 memory: 1234 2022/08/07 19:19:55 - mmengine - INFO - Epoch(val) [11][4080/6282] eta: 0:02:32 time: 0.0693 data_time: 0.0022 memory: 1234 2022/08/07 19:19:56 - mmengine - INFO - Epoch(val) [11][4100/6282] eta: 0:02:35 time: 0.0712 data_time: 0.0023 memory: 1234 2022/08/07 19:19:58 - mmengine - INFO - Epoch(val) [11][4120/6282] eta: 0:03:23 time: 0.0943 data_time: 0.0028 memory: 1234 2022/08/07 19:20:00 - mmengine - INFO - Epoch(val) [11][4140/6282] eta: 0:02:14 time: 0.0626 data_time: 0.0023 memory: 1234 2022/08/07 19:20:00 - mmengine - INFO - Epoch(val) [11][4160/6282] eta: 0:01:38 time: 0.0465 data_time: 0.0018 memory: 1097 2022/08/07 19:20:01 - mmengine - INFO - Epoch(val) [11][4180/6282] eta: 0:01:43 time: 0.0492 data_time: 0.0018 memory: 1097 2022/08/07 19:20:02 - mmengine - INFO - Epoch(val) [11][4200/6282] eta: 0:01:39 time: 0.0480 data_time: 0.0019 memory: 1097 2022/08/07 19:20:03 - mmengine - INFO - Epoch(val) [11][4220/6282] eta: 0:01:36 time: 0.0469 data_time: 0.0018 memory: 1097 2022/08/07 19:20:04 - mmengine - INFO - Epoch(val) [11][4240/6282] eta: 0:01:36 time: 0.0473 data_time: 0.0016 memory: 1097 2022/08/07 19:20:05 - mmengine - INFO - Epoch(val) [11][4260/6282] eta: 0:01:38 time: 0.0486 data_time: 0.0018 memory: 1096 2022/08/07 19:20:06 - mmengine - INFO - Epoch(val) [11][4280/6282] eta: 0:01:37 time: 0.0486 data_time: 0.0017 memory: 1096 2022/08/07 19:20:07 - mmengine - INFO - Epoch(val) [11][4300/6282] eta: 0:01:34 time: 0.0479 data_time: 0.0017 memory: 1096 2022/08/07 19:20:08 - mmengine - INFO - Epoch(val) [11][4320/6282] eta: 0:01:33 time: 0.0479 data_time: 0.0017 memory: 1096 2022/08/07 19:20:10 - mmengine - INFO - Epoch(val) [11][4340/6282] eta: 0:02:24 time: 0.0747 data_time: 0.0022 memory: 1096 2022/08/07 19:20:11 - mmengine - INFO - Epoch(val) [11][4360/6282] eta: 0:01:46 time: 0.0554 data_time: 0.0020 memory: 1155 2022/08/07 19:20:12 - mmengine - INFO - Epoch(val) [11][4380/6282] eta: 0:01:47 time: 0.0564 data_time: 0.0019 memory: 1155 2022/08/07 19:20:13 - mmengine - INFO - Epoch(val) [11][4400/6282] eta: 0:01:50 time: 0.0585 data_time: 0.0020 memory: 1155 2022/08/07 19:20:14 - mmengine - INFO - Epoch(val) [11][4420/6282] eta: 0:01:49 time: 0.0589 data_time: 0.0020 memory: 1155 2022/08/07 19:20:15 - mmengine - INFO - Epoch(val) [11][4440/6282] eta: 0:01:49 time: 0.0592 data_time: 0.0019 memory: 1163 2022/08/07 19:20:17 - mmengine - INFO - Epoch(val) [11][4460/6282] eta: 0:01:44 time: 0.0575 data_time: 0.0019 memory: 1163 2022/08/07 19:20:18 - mmengine - INFO - Epoch(val) [11][4480/6282] eta: 0:01:42 time: 0.0567 data_time: 0.0019 memory: 1163 2022/08/07 19:20:19 - mmengine - INFO - Epoch(val) [11][4500/6282] eta: 0:01:40 time: 0.0566 data_time: 0.0018 memory: 1163 2022/08/07 19:20:20 - mmengine - INFO - Epoch(val) [11][4520/6282] eta: 0:01:34 time: 0.0538 data_time: 0.0018 memory: 1163 2022/08/07 19:20:21 - mmengine - INFO - Epoch(val) [11][4540/6282] eta: 0:01:23 time: 0.0481 data_time: 0.0018 memory: 1101 2022/08/07 19:20:22 - mmengine - INFO - Epoch(val) [11][4560/6282] eta: 0:01:22 time: 0.0477 data_time: 0.0018 memory: 1101 2022/08/07 19:20:23 - mmengine - INFO - Epoch(val) [11][4580/6282] eta: 0:01:26 time: 0.0507 data_time: 0.0021 memory: 1101 2022/08/07 19:20:24 - mmengine - INFO - Epoch(val) [11][4600/6282] eta: 0:01:22 time: 0.0493 data_time: 0.0021 memory: 1101 2022/08/07 19:20:25 - mmengine - INFO - Epoch(val) [11][4620/6282] eta: 0:01:22 time: 0.0498 data_time: 0.0023 memory: 1101 2022/08/07 19:20:26 - mmengine - INFO - Epoch(val) [11][4640/6282] eta: 0:01:37 time: 0.0592 data_time: 0.0018 memory: 1163 2022/08/07 19:20:27 - mmengine - INFO - Epoch(val) [11][4660/6282] eta: 0:01:33 time: 0.0576 data_time: 0.0020 memory: 1163 2022/08/07 19:20:28 - mmengine - INFO - Epoch(val) [11][4680/6282] eta: 0:01:28 time: 0.0553 data_time: 0.0018 memory: 1163 2022/08/07 19:20:30 - mmengine - INFO - Epoch(val) [11][4700/6282] eta: 0:02:09 time: 0.0816 data_time: 0.0018 memory: 1163 2022/08/07 19:20:31 - mmengine - INFO - Epoch(val) [11][4720/6282] eta: 0:01:25 time: 0.0547 data_time: 0.0018 memory: 1163 2022/08/07 19:20:32 - mmengine - INFO - Epoch(val) [11][4740/6282] eta: 0:01:18 time: 0.0508 data_time: 0.0021 memory: 1122 2022/08/07 19:20:33 - mmengine - INFO - Epoch(val) [11][4760/6282] eta: 0:01:17 time: 0.0509 data_time: 0.0019 memory: 1122 2022/08/07 19:20:34 - mmengine - INFO - Epoch(val) [11][4780/6282] eta: 0:01:15 time: 0.0501 data_time: 0.0018 memory: 1122 2022/08/07 19:20:35 - mmengine - INFO - Epoch(val) [11][4800/6282] eta: 0:01:16 time: 0.0515 data_time: 0.0018 memory: 1122 2022/08/07 19:20:36 - mmengine - INFO - Epoch(val) [11][4820/6282] eta: 0:01:15 time: 0.0519 data_time: 0.0019 memory: 1155 2022/08/07 19:20:37 - mmengine - INFO - Epoch(val) [11][4840/6282] eta: 0:01:19 time: 0.0553 data_time: 0.0020 memory: 1155 2022/08/07 19:20:39 - mmengine - INFO - Epoch(val) [11][4860/6282] eta: 0:01:19 time: 0.0558 data_time: 0.0021 memory: 1155 2022/08/07 19:20:40 - mmengine - INFO - Epoch(val) [11][4880/6282] eta: 0:01:20 time: 0.0575 data_time: 0.0023 memory: 1155 2022/08/07 19:20:41 - mmengine - INFO - Epoch(val) [11][4900/6282] eta: 0:01:22 time: 0.0597 data_time: 0.0023 memory: 1155 2022/08/07 19:20:42 - mmengine - INFO - Epoch(val) [11][4920/6282] eta: 0:01:20 time: 0.0588 data_time: 0.0022 memory: 1158 2022/08/07 19:20:43 - mmengine - INFO - Epoch(val) [11][4940/6282] eta: 0:01:16 time: 0.0573 data_time: 0.0017 memory: 1158 2022/08/07 19:20:44 - mmengine - INFO - Epoch(val) [11][4960/6282] eta: 0:01:24 time: 0.0636 data_time: 0.0025 memory: 1158 2022/08/07 19:20:46 - mmengine - INFO - Epoch(val) [11][4980/6282] eta: 0:01:18 time: 0.0607 data_time: 0.0022 memory: 1158 2022/08/07 19:20:47 - mmengine - INFO - Epoch(val) [11][5000/6282] eta: 0:01:12 time: 0.0568 data_time: 0.0019 memory: 1158 2022/08/07 19:20:48 - mmengine - INFO - Epoch(val) [11][5020/6282] eta: 0:01:10 time: 0.0556 data_time: 0.0018 memory: 1158 2022/08/07 19:20:49 - mmengine - INFO - Epoch(val) [11][5040/6282] eta: 0:01:31 time: 0.0740 data_time: 0.0018 memory: 1101 2022/08/07 19:20:50 - mmengine - INFO - Epoch(val) [11][5060/6282] eta: 0:01:01 time: 0.0501 data_time: 0.0030 memory: 1101 2022/08/07 19:20:51 - mmengine - INFO - Epoch(val) [11][5080/6282] eta: 0:00:55 time: 0.0462 data_time: 0.0018 memory: 1101 2022/08/07 19:20:52 - mmengine - INFO - Epoch(val) [11][5100/6282] eta: 0:00:57 time: 0.0484 data_time: 0.0021 memory: 1101 2022/08/07 19:20:53 - mmengine - INFO - Epoch(val) [11][5120/6282] eta: 0:00:55 time: 0.0475 data_time: 0.0019 memory: 1101 2022/08/07 19:20:54 - mmengine - INFO - Epoch(val) [11][5140/6282] eta: 0:00:55 time: 0.0483 data_time: 0.0018 memory: 1097 2022/08/07 19:20:55 - mmengine - INFO - Epoch(val) [11][5160/6282] eta: 0:00:52 time: 0.0468 data_time: 0.0019 memory: 1097 2022/08/07 19:20:56 - mmengine - INFO - Epoch(val) [11][5180/6282] eta: 0:00:52 time: 0.0473 data_time: 0.0023 memory: 1097 2022/08/07 19:20:57 - mmengine - INFO - Epoch(val) [11][5200/6282] eta: 0:00:50 time: 0.0468 data_time: 0.0018 memory: 1097 2022/08/07 19:20:58 - mmengine - INFO - Epoch(val) [11][5220/6282] eta: 0:00:52 time: 0.0498 data_time: 0.0020 memory: 1097 2022/08/07 19:20:59 - mmengine - INFO - Epoch(val) [11][5240/6282] eta: 0:00:51 time: 0.0493 data_time: 0.0022 memory: 1096 2022/08/07 19:21:00 - mmengine - INFO - Epoch(val) [11][5260/6282] eta: 0:00:49 time: 0.0484 data_time: 0.0020 memory: 1096 2022/08/07 19:21:01 - mmengine - INFO - Epoch(val) [11][5280/6282] eta: 0:00:49 time: 0.0490 data_time: 0.0021 memory: 1096 2022/08/07 19:21:02 - mmengine - INFO - Epoch(val) [11][5300/6282] eta: 0:00:46 time: 0.0478 data_time: 0.0023 memory: 1096 2022/08/07 19:21:03 - mmengine - INFO - Epoch(val) [11][5320/6282] eta: 0:00:45 time: 0.0476 data_time: 0.0023 memory: 1097 2022/08/07 19:21:04 - mmengine - INFO - Epoch(val) [11][5340/6282] eta: 0:00:44 time: 0.0468 data_time: 0.0018 memory: 1097 2022/08/07 19:21:05 - mmengine - INFO - Epoch(val) [11][5360/6282] eta: 0:00:45 time: 0.0488 data_time: 0.0024 memory: 1097 2022/08/07 19:21:06 - mmengine - INFO - Epoch(val) [11][5380/6282] eta: 0:00:43 time: 0.0484 data_time: 0.0017 memory: 1097 2022/08/07 19:21:07 - mmengine - INFO - Epoch(val) [11][5400/6282] eta: 0:00:42 time: 0.0477 data_time: 0.0020 memory: 1097 2022/08/07 19:21:08 - mmengine - INFO - Epoch(val) [11][5420/6282] eta: 0:00:40 time: 0.0474 data_time: 0.0021 memory: 1097 2022/08/07 19:21:09 - mmengine - INFO - Epoch(val) [11][5440/6282] eta: 0:00:39 time: 0.0469 data_time: 0.0019 memory: 1097 2022/08/07 19:21:10 - mmengine - INFO - Epoch(val) [11][5460/6282] eta: 0:01:02 time: 0.0756 data_time: 0.0033 memory: 1097 2022/08/07 19:21:11 - mmengine - INFO - Epoch(val) [11][5480/6282] eta: 0:00:37 time: 0.0470 data_time: 0.0020 memory: 1097 2022/08/07 19:21:12 - mmengine - INFO - Epoch(val) [11][5500/6282] eta: 0:00:36 time: 0.0472 data_time: 0.0022 memory: 1097 2022/08/07 19:21:13 - mmengine - INFO - Epoch(val) [11][5520/6282] eta: 0:00:35 time: 0.0471 data_time: 0.0017 memory: 1118 2022/08/07 19:21:14 - mmengine - INFO - Epoch(val) [11][5540/6282] eta: 0:00:35 time: 0.0485 data_time: 0.0018 memory: 1118 2022/08/07 19:21:15 - mmengine - INFO - Epoch(val) [11][5560/6282] eta: 0:00:34 time: 0.0485 data_time: 0.0018 memory: 1118 2022/08/07 19:21:16 - mmengine - INFO - Epoch(val) [11][5580/6282] eta: 0:00:34 time: 0.0489 data_time: 0.0019 memory: 1118 2022/08/07 19:21:17 - mmengine - INFO - Epoch(val) [11][5600/6282] eta: 0:00:33 time: 0.0497 data_time: 0.0022 memory: 1118 2022/08/07 19:21:18 - mmengine - INFO - Epoch(val) [11][5620/6282] eta: 0:00:32 time: 0.0487 data_time: 0.0020 memory: 1118 2022/08/07 19:21:19 - mmengine - INFO - Epoch(val) [11][5640/6282] eta: 0:00:31 time: 0.0493 data_time: 0.0019 memory: 1097 2022/08/07 19:21:20 - mmengine - INFO - Epoch(val) [11][5660/6282] eta: 0:00:29 time: 0.0476 data_time: 0.0020 memory: 1097 2022/08/07 19:21:21 - mmengine - INFO - Epoch(val) [11][5680/6282] eta: 0:00:29 time: 0.0484 data_time: 0.0019 memory: 1097 2022/08/07 19:21:22 - mmengine - INFO - Epoch(val) [11][5700/6282] eta: 0:00:28 time: 0.0493 data_time: 0.0019 memory: 1097 2022/08/07 19:21:23 - mmengine - INFO - Epoch(val) [11][5720/6282] eta: 0:00:27 time: 0.0485 data_time: 0.0020 memory: 1130 2022/08/07 19:21:24 - mmengine - INFO - Epoch(val) [11][5740/6282] eta: 0:00:25 time: 0.0477 data_time: 0.0018 memory: 1130 2022/08/07 19:21:25 - mmengine - INFO - Epoch(val) [11][5760/6282] eta: 0:00:25 time: 0.0491 data_time: 0.0018 memory: 1130 2022/08/07 19:21:26 - mmengine - INFO - Epoch(val) [11][5780/6282] eta: 0:00:24 time: 0.0491 data_time: 0.0017 memory: 1130 2022/08/07 19:21:27 - mmengine - INFO - Epoch(val) [11][5800/6282] eta: 0:00:24 time: 0.0505 data_time: 0.0018 memory: 1130 2022/08/07 19:21:28 - mmengine - INFO - Epoch(val) [11][5820/6282] eta: 0:00:23 time: 0.0515 data_time: 0.0018 memory: 1130 2022/08/07 19:21:29 - mmengine - INFO - Epoch(val) [11][5840/6282] eta: 0:00:21 time: 0.0485 data_time: 0.0017 memory: 1118 2022/08/07 19:21:30 - mmengine - INFO - Epoch(val) [11][5860/6282] eta: 0:00:31 time: 0.0737 data_time: 0.0020 memory: 1118 2022/08/07 19:21:31 - mmengine - INFO - Epoch(val) [11][5880/6282] eta: 0:00:20 time: 0.0500 data_time: 0.0018 memory: 1118 2022/08/07 19:21:32 - mmengine - INFO - Epoch(val) [11][5900/6282] eta: 0:00:19 time: 0.0507 data_time: 0.0019 memory: 1118 2022/08/07 19:21:33 - mmengine - INFO - Epoch(val) [11][5920/6282] eta: 0:00:17 time: 0.0492 data_time: 0.0017 memory: 1118 2022/08/07 19:21:34 - mmengine - INFO - Epoch(val) [11][5940/6282] eta: 0:00:16 time: 0.0482 data_time: 0.0017 memory: 1097 2022/08/07 19:21:35 - mmengine - INFO - Epoch(val) [11][5960/6282] eta: 0:00:16 time: 0.0497 data_time: 0.0018 memory: 1097 2022/08/07 19:21:36 - mmengine - INFO - Epoch(val) [11][5980/6282] eta: 0:00:15 time: 0.0502 data_time: 0.0019 memory: 1097 2022/08/07 19:21:37 - mmengine - INFO - Epoch(val) [11][6000/6282] eta: 0:00:15 time: 0.0551 data_time: 0.0020 memory: 1155 2022/08/07 19:21:39 - mmengine - INFO - Epoch(val) [11][6020/6282] eta: 0:00:14 time: 0.0553 data_time: 0.0019 memory: 1155 2022/08/07 19:21:40 - mmengine - INFO - Epoch(val) [11][6040/6282] eta: 0:00:15 time: 0.0625 data_time: 0.0028 memory: 1155 2022/08/07 19:21:41 - mmengine - INFO - Epoch(val) [11][6060/6282] eta: 0:00:12 time: 0.0553 data_time: 0.0020 memory: 1155 2022/08/07 19:21:42 - mmengine - INFO - Epoch(val) [11][6080/6282] eta: 0:00:11 time: 0.0551 data_time: 0.0017 memory: 1155 2022/08/07 19:21:43 - mmengine - INFO - Epoch(val) [11][6100/6282] eta: 0:00:09 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 19:21:44 - mmengine - INFO - Epoch(val) [11][6120/6282] eta: 0:00:08 time: 0.0549 data_time: 0.0019 memory: 1155 2022/08/07 19:21:45 - mmengine - INFO - Epoch(val) [11][6140/6282] eta: 0:00:07 time: 0.0543 data_time: 0.0016 memory: 1155 2022/08/07 19:21:46 - mmengine - INFO - Epoch(val) [11][6160/6282] eta: 0:00:06 time: 0.0537 data_time: 0.0016 memory: 1155 2022/08/07 19:21:48 - mmengine - INFO - Epoch(val) [11][6180/6282] eta: 0:00:05 time: 0.0536 data_time: 0.0016 memory: 1155 2022/08/07 19:21:49 - mmengine - INFO - Epoch(val) [11][6200/6282] eta: 0:00:04 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 19:21:50 - mmengine - INFO - Epoch(val) [11][6220/6282] eta: 0:00:04 time: 0.0726 data_time: 0.0015 memory: 1155 2022/08/07 19:21:51 - mmengine - INFO - Epoch(val) [11][6240/6282] eta: 0:00:02 time: 0.0533 data_time: 0.0014 memory: 1155 2022/08/07 19:21:52 - mmengine - INFO - Epoch(val) [11][6260/6282] eta: 0:00:01 time: 0.0530 data_time: 0.0013 memory: 1155 2022/08/07 19:21:53 - mmengine - INFO - Epoch(val) [11][6280/6282] eta: 0:00:00 time: 0.0533 data_time: 0.0014 memory: 1155 2022/08/07 19:25:22 - mmengine - INFO - Epoch(val) [11][6282/6282] mAP/mAP@0.5IOU: 0.2507 2022/08/07 19:25:22 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_11.pth is removed 2022/08/07 19:25:26 - mmengine - INFO - The best checkpoint with 0.2507 mAP/mAP@0.5IOU at 12 epoch is saved to best_mAP/mAP@0.5IOU_epoch_12.pth. 2022/08/07 19:25:46 - mmengine - INFO - Epoch(train) [12][20/1441] lr: 2.0000e-02 eta: 3:21:47 time: 0.9710 data_time: 0.0686 memory: 23477 grad_norm: 0.1166 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.9301 recall@top3: 0.8869 prec@top3: 0.7679 recall@top5: 0.9911 prec@top5: 0.5250 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 19:26:04 - mmengine - INFO - Epoch(train) [12][40/1441] lr: 2.0000e-02 eta: 3:21:28 time: 0.9183 data_time: 0.0218 memory: 23477 grad_norm: 0.1118 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.7610 recall@top3: 0.8633 prec@top3: 0.7267 recall@top5: 0.9333 prec@top5: 0.4840 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 19:26:22 - mmengine - INFO - Epoch(train) [12][60/1441] lr: 2.0000e-02 eta: 3:21:09 time: 0.9139 data_time: 0.0273 memory: 23477 grad_norm: 0.1134 recall@thr=0.5: 0.7134 prec@thr=0.5: 0.8333 recall@top3: 0.7714 prec@top3: 0.6884 recall@top5: 0.9167 prec@top5: 0.5174 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 19:26:42 - mmengine - INFO - Epoch(train) [12][80/1441] lr: 2.0000e-02 eta: 3:20:51 time: 0.9649 data_time: 0.0217 memory: 23477 grad_norm: 0.1124 recall@thr=0.5: 0.7455 prec@thr=0.5: 0.8743 recall@top3: 0.8232 prec@top3: 0.6723 recall@top5: 0.9376 prec@top5: 0.4780 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 19:27:00 - mmengine - INFO - Epoch(train) [12][100/1441] lr: 2.0000e-02 eta: 3:20:31 time: 0.9061 data_time: 0.0260 memory: 23477 grad_norm: 0.1148 recall@thr=0.5: 0.8476 prec@thr=0.5: 0.8447 recall@top3: 0.8882 prec@top3: 0.7480 recall@top5: 0.9858 prec@top5: 0.5073 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 19:27:18 - mmengine - INFO - Epoch(train) [12][120/1441] lr: 2.0000e-02 eta: 3:20:12 time: 0.9100 data_time: 0.0341 memory: 23477 grad_norm: 0.1150 recall@thr=0.5: 0.7216 prec@thr=0.5: 0.7472 recall@top3: 0.8404 prec@top3: 0.7730 recall@top5: 0.9592 prec@top5: 0.5362 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 19:27:36 - mmengine - INFO - Epoch(train) [12][140/1441] lr: 2.0000e-02 eta: 3:19:53 time: 0.9103 data_time: 0.0245 memory: 23477 grad_norm: 0.1140 recall@thr=0.5: 0.8245 prec@thr=0.5: 0.8865 recall@top3: 0.9078 prec@top3: 0.6809 recall@top5: 0.9858 prec@top5: 0.4596 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 19:27:44 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 19:27:54 - mmengine - INFO - Epoch(train) [12][160/1441] lr: 2.0000e-02 eta: 3:19:34 time: 0.9069 data_time: 0.0237 memory: 23477 grad_norm: 0.1142 recall@thr=0.5: 0.7630 prec@thr=0.5: 0.8407 recall@top3: 0.8574 prec@top3: 0.6889 recall@top5: 0.9796 prec@top5: 0.4800 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 19:28:13 - mmengine - INFO - Epoch(train) [12][180/1441] lr: 2.0000e-02 eta: 3:19:15 time: 0.9226 data_time: 0.0240 memory: 23477 grad_norm: 0.1141 recall@thr=0.5: 0.7564 prec@thr=0.5: 0.8205 recall@top3: 0.8574 prec@top3: 0.7564 recall@top5: 0.9615 prec@top5: 0.5154 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 19:28:31 - mmengine - INFO - Epoch(train) [12][200/1441] lr: 2.0000e-02 eta: 3:18:56 time: 0.9309 data_time: 0.0261 memory: 23477 grad_norm: 0.1121 recall@thr=0.5: 0.7927 prec@thr=0.5: 0.8049 recall@top3: 0.8110 prec@top3: 0.6260 recall@top5: 0.9533 prec@top5: 0.4537 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 19:28:49 - mmengine - INFO - Epoch(train) [12][220/1441] lr: 2.0000e-02 eta: 3:18:37 time: 0.8984 data_time: 0.0250 memory: 23477 grad_norm: 0.1126 recall@thr=0.5: 0.8050 prec@thr=0.5: 0.8183 recall@top3: 0.8383 prec@top3: 0.6933 recall@top5: 0.9367 prec@top5: 0.4880 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 19:29:08 - mmengine - INFO - Epoch(train) [12][240/1441] lr: 2.0000e-02 eta: 3:18:18 time: 0.9134 data_time: 0.0241 memory: 23477 grad_norm: 0.1149 recall@thr=0.5: 0.8024 prec@thr=0.5: 0.8177 recall@top3: 0.9174 prec@top3: 0.6736 recall@top5: 0.9861 prec@top5: 0.4500 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 19:29:26 - mmengine - INFO - Epoch(train) [12][260/1441] lr: 2.0000e-02 eta: 3:17:59 time: 0.9380 data_time: 0.0306 memory: 23477 grad_norm: 0.1155 recall@thr=0.5: 0.7758 prec@thr=0.5: 0.8452 recall@top3: 0.9226 prec@top3: 0.7540 recall@top5: 0.9940 prec@top5: 0.4905 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 19:29:46 - mmengine - INFO - Epoch(train) [12][280/1441] lr: 2.0000e-02 eta: 3:17:41 time: 0.9639 data_time: 0.0263 memory: 23477 grad_norm: 0.1121 recall@thr=0.5: 0.7104 prec@thr=0.5: 0.8601 recall@top3: 0.8443 prec@top3: 0.6905 recall@top5: 0.9339 prec@top5: 0.4750 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 19:30:04 - mmengine - INFO - Epoch(train) [12][300/1441] lr: 2.0000e-02 eta: 3:17:23 time: 0.9329 data_time: 0.0234 memory: 23477 grad_norm: 0.1136 recall@thr=0.5: 0.8532 prec@thr=0.5: 0.8617 recall@top3: 0.9050 prec@top3: 0.6525 recall@top5: 0.9716 prec@top5: 0.4383 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 19:30:23 - mmengine - INFO - Epoch(train) [12][320/1441] lr: 2.0000e-02 eta: 3:17:04 time: 0.9266 data_time: 0.0258 memory: 23477 grad_norm: 0.1154 recall@thr=0.5: 0.6955 prec@thr=0.5: 0.7538 recall@top3: 0.8038 prec@top3: 0.6061 recall@top5: 0.9606 prec@top5: 0.4455 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 19:30:41 - mmengine - INFO - Epoch(train) [12][340/1441] lr: 2.0000e-02 eta: 3:16:45 time: 0.9355 data_time: 0.0248 memory: 23477 grad_norm: 0.1143 recall@thr=0.5: 0.7327 prec@thr=0.5: 0.7799 recall@top3: 0.8428 prec@top3: 0.6730 recall@top5: 0.9906 prec@top5: 0.4868 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 19:31:00 - mmengine - INFO - Epoch(train) [12][360/1441] lr: 2.0000e-02 eta: 3:16:26 time: 0.9180 data_time: 0.0252 memory: 23477 grad_norm: 0.1144 recall@thr=0.5: 0.7981 prec@thr=0.5: 0.7971 recall@top3: 0.8093 prec@top3: 0.6346 recall@top5: 0.9215 prec@top5: 0.4577 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 19:31:18 - mmengine - INFO - Epoch(train) [12][380/1441] lr: 2.0000e-02 eta: 3:16:07 time: 0.9031 data_time: 0.0244 memory: 23477 grad_norm: 0.1145 recall@thr=0.5: 0.9211 prec@thr=0.5: 0.9013 recall@top3: 0.9693 prec@top3: 0.6491 recall@top5: 1.0000 prec@top5: 0.4105 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 19:31:36 - mmengine - INFO - Epoch(train) [12][400/1441] lr: 2.0000e-02 eta: 3:15:48 time: 0.9193 data_time: 0.0259 memory: 23477 grad_norm: 0.1163 recall@thr=0.5: 0.7640 prec@thr=0.5: 0.7752 recall@top3: 0.8981 prec@top3: 0.7209 recall@top5: 0.9845 prec@top5: 0.4884 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 19:31:55 - mmengine - INFO - Epoch(train) [12][420/1441] lr: 2.0000e-02 eta: 3:15:29 time: 0.9145 data_time: 0.0230 memory: 23477 grad_norm: 0.1151 recall@thr=0.5: 0.8251 prec@thr=0.5: 0.8989 recall@top3: 0.8940 prec@top3: 0.7541 recall@top5: 0.9645 prec@top5: 0.5016 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 19:32:13 - mmengine - INFO - Epoch(train) [12][440/1441] lr: 2.0000e-02 eta: 3:15:10 time: 0.9363 data_time: 0.0244 memory: 23477 grad_norm: 0.1146 recall@thr=0.5: 0.7650 prec@thr=0.5: 0.8069 recall@top3: 0.7961 prec@top3: 0.7000 recall@top5: 0.9461 prec@top5: 0.5200 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 19:32:32 - mmengine - INFO - Epoch(train) [12][460/1441] lr: 2.0000e-02 eta: 3:14:51 time: 0.9113 data_time: 0.0262 memory: 23477 grad_norm: 0.1130 recall@thr=0.5: 0.8115 prec@thr=0.5: 0.9010 recall@top3: 0.8306 prec@top3: 0.7708 recall@top5: 0.9844 prec@top5: 0.5708 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 19:32:49 - mmengine - INFO - Epoch(train) [12][480/1441] lr: 2.0000e-02 eta: 3:14:32 time: 0.8867 data_time: 0.0239 memory: 23477 grad_norm: 0.1173 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8485 recall@top3: 0.8731 prec@top3: 0.7121 recall@top5: 0.9527 prec@top5: 0.4773 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 19:33:08 - mmengine - INFO - Epoch(train) [12][500/1441] lr: 2.0000e-02 eta: 3:14:13 time: 0.9306 data_time: 0.0346 memory: 23477 grad_norm: 0.1136 recall@thr=0.5: 0.8478 prec@thr=0.5: 0.9135 recall@top3: 0.9327 prec@top3: 0.7692 recall@top5: 0.9856 prec@top5: 0.4923 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 19:33:27 - mmengine - INFO - Epoch(train) [12][520/1441] lr: 2.0000e-02 eta: 3:13:54 time: 0.9377 data_time: 0.0280 memory: 23477 grad_norm: 0.1133 recall@thr=0.5: 0.7259 prec@thr=0.5: 0.7556 recall@top3: 0.9019 prec@top3: 0.6444 recall@top5: 0.9704 prec@top5: 0.4178 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 19:33:45 - mmengine - INFO - Epoch(train) [12][540/1441] lr: 2.0000e-02 eta: 3:13:35 time: 0.9143 data_time: 0.0246 memory: 23477 grad_norm: 0.1167 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.8352 recall@top3: 0.8111 prec@top3: 0.6000 recall@top5: 0.9370 prec@top5: 0.4356 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 19:34:03 - mmengine - INFO - Epoch(train) [12][560/1441] lr: 2.0000e-02 eta: 3:13:16 time: 0.9159 data_time: 0.0269 memory: 23477 grad_norm: 0.1160 recall@thr=0.5: 0.8390 prec@thr=0.5: 0.8489 recall@top3: 0.8769 prec@top3: 0.6970 recall@top5: 0.9583 prec@top5: 0.4682 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 19:34:22 - mmengine - INFO - Epoch(train) [12][580/1441] lr: 2.0000e-02 eta: 3:12:58 time: 0.9378 data_time: 0.0266 memory: 23477 grad_norm: 0.1124 recall@thr=0.5: 0.7057 prec@thr=0.5: 0.7553 recall@top3: 0.8422 prec@top3: 0.6312 recall@top5: 0.9628 prec@top5: 0.4383 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 19:34:40 - mmengine - INFO - Epoch(train) [12][600/1441] lr: 2.0000e-02 eta: 3:12:39 time: 0.9126 data_time: 0.0251 memory: 23477 grad_norm: 0.1166 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8685 recall@top3: 0.8556 prec@top3: 0.6593 recall@top5: 0.9778 prec@top5: 0.4844 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 19:34:59 - mmengine - INFO - Epoch(train) [12][620/1441] lr: 2.0000e-02 eta: 3:12:20 time: 0.9261 data_time: 0.0240 memory: 23477 grad_norm: 0.1112 recall@thr=0.5: 0.6818 prec@thr=0.5: 0.7519 recall@top3: 0.8239 prec@top3: 0.7348 recall@top5: 1.0000 prec@top5: 0.5500 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 19:35:17 - mmengine - INFO - Epoch(train) [12][640/1441] lr: 2.0000e-02 eta: 3:12:01 time: 0.8982 data_time: 0.0283 memory: 23477 grad_norm: 0.1128 recall@thr=0.5: 0.7459 prec@thr=0.5: 0.7317 recall@top3: 0.8618 prec@top3: 0.6341 recall@top5: 0.9715 prec@top5: 0.4439 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 19:35:35 - mmengine - INFO - Epoch(train) [12][660/1441] lr: 2.0000e-02 eta: 3:11:42 time: 0.9207 data_time: 0.0252 memory: 23477 grad_norm: 0.1163 recall@thr=0.5: 0.6345 prec@thr=0.5: 0.6989 recall@top3: 0.7386 prec@top3: 0.6061 recall@top5: 0.9583 prec@top5: 0.4682 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 19:35:54 - mmengine - INFO - Epoch(train) [12][680/1441] lr: 2.0000e-02 eta: 3:11:23 time: 0.9264 data_time: 0.0248 memory: 23477 grad_norm: 0.1157 recall@thr=0.5: 0.7658 prec@thr=0.5: 0.7928 recall@top3: 0.8356 prec@top3: 0.6577 recall@top5: 0.9505 prec@top5: 0.4486 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 19:36:12 - mmengine - INFO - Epoch(train) [12][700/1441] lr: 2.0000e-02 eta: 3:11:04 time: 0.9352 data_time: 0.0258 memory: 23477 grad_norm: 0.1149 recall@thr=0.5: 0.7257 prec@thr=0.5: 0.7604 recall@top3: 0.7986 prec@top3: 0.6250 recall@top5: 0.9167 prec@top5: 0.4458 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 19:36:30 - mmengine - INFO - Epoch(train) [12][720/1441] lr: 2.0000e-02 eta: 3:10:45 time: 0.9026 data_time: 0.0254 memory: 23477 grad_norm: 0.1128 recall@thr=0.5: 0.7928 prec@thr=0.5: 0.8868 recall@top3: 0.8075 prec@top3: 0.7044 recall@top5: 0.9544 prec@top5: 0.5094 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 19:36:49 - mmengine - INFO - Epoch(train) [12][740/1441] lr: 2.0000e-02 eta: 3:10:26 time: 0.9351 data_time: 0.0261 memory: 23477 grad_norm: 0.1164 recall@thr=0.5: 0.8241 prec@thr=0.5: 0.8463 recall@top3: 0.8593 prec@top3: 0.7111 recall@top5: 0.9667 prec@top5: 0.4933 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 19:37:08 - mmengine - INFO - Epoch(train) [12][760/1441] lr: 2.0000e-02 eta: 3:10:08 time: 0.9316 data_time: 0.0242 memory: 23477 grad_norm: 0.1128 recall@thr=0.5: 0.7671 prec@thr=0.5: 0.8291 recall@top3: 0.8440 prec@top3: 0.6154 recall@top5: 0.9124 prec@top5: 0.4103 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 19:37:26 - mmengine - INFO - Epoch(train) [12][780/1441] lr: 2.0000e-02 eta: 3:09:49 time: 0.9248 data_time: 0.0245 memory: 23477 grad_norm: 0.1158 recall@thr=0.5: 0.7415 prec@thr=0.5: 0.8486 recall@top3: 0.8197 prec@top3: 0.8163 recall@top5: 0.9524 prec@top5: 0.5551 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 19:37:45 - mmengine - INFO - Epoch(train) [12][800/1441] lr: 2.0000e-02 eta: 3:09:30 time: 0.9191 data_time: 0.0298 memory: 23477 grad_norm: 0.1168 recall@thr=0.5: 0.6901 prec@thr=0.5: 0.7580 recall@top3: 0.7707 prec@top3: 0.6605 recall@top5: 0.8877 prec@top5: 0.4741 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 19:38:03 - mmengine - INFO - Epoch(train) [12][820/1441] lr: 2.0000e-02 eta: 3:09:11 time: 0.9355 data_time: 0.0298 memory: 23477 grad_norm: 0.1161 recall@thr=0.5: 0.6558 prec@thr=0.5: 0.8406 recall@top3: 0.8659 prec@top3: 0.6449 recall@top5: 0.9457 prec@top5: 0.4304 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 19:38:23 - mmengine - INFO - Epoch(train) [12][840/1441] lr: 2.0000e-02 eta: 3:08:53 time: 0.9592 data_time: 0.0306 memory: 23477 grad_norm: 0.1156 recall@thr=0.5: 0.7301 prec@thr=0.5: 0.7518 recall@top3: 0.8587 prec@top3: 0.6014 recall@top5: 0.9293 prec@top5: 0.4043 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 19:38:41 - mmengine - INFO - Epoch(train) [12][860/1441] lr: 2.0000e-02 eta: 3:08:34 time: 0.9387 data_time: 0.0222 memory: 23477 grad_norm: 0.1164 recall@thr=0.5: 0.6609 prec@thr=0.5: 0.8140 recall@top3: 0.8198 prec@top3: 0.7674 recall@top5: 0.9535 prec@top5: 0.5488 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 19:39:00 - mmengine - INFO - Epoch(train) [12][880/1441] lr: 2.0000e-02 eta: 3:08:16 time: 0.9411 data_time: 0.0252 memory: 23477 grad_norm: 0.1150 recall@thr=0.5: 0.8074 prec@thr=0.5: 0.8148 recall@top3: 0.8981 prec@top3: 0.7333 recall@top5: 0.9833 prec@top5: 0.4889 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 19:39:19 - mmengine - INFO - Epoch(train) [12][900/1441] lr: 2.0000e-02 eta: 3:07:57 time: 0.9313 data_time: 0.0298 memory: 23477 grad_norm: 0.1174 recall@thr=0.5: 0.7576 prec@thr=0.5: 0.8715 recall@top3: 0.8170 prec@top3: 0.7847 recall@top5: 0.9493 prec@top5: 0.5583 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 19:39:38 - mmengine - INFO - Epoch(train) [12][920/1441] lr: 2.0000e-02 eta: 3:07:39 time: 0.9495 data_time: 0.0256 memory: 23477 grad_norm: 0.1171 recall@thr=0.5: 0.6952 prec@thr=0.5: 0.6974 recall@top3: 0.7346 prec@top3: 0.5965 recall@top5: 0.9189 prec@top5: 0.4632 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 19:39:56 - mmengine - INFO - Epoch(train) [12][940/1441] lr: 2.0000e-02 eta: 3:07:20 time: 0.9133 data_time: 0.0242 memory: 23477 grad_norm: 0.1138 recall@thr=0.5: 0.8423 prec@thr=0.5: 0.8694 recall@top3: 0.9009 prec@top3: 0.7027 recall@top5: 0.9775 prec@top5: 0.4649 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 19:40:15 - mmengine - INFO - Epoch(train) [12][960/1441] lr: 2.0000e-02 eta: 3:07:01 time: 0.9228 data_time: 0.0235 memory: 23477 grad_norm: 0.1167 recall@thr=0.5: 0.6093 prec@thr=0.5: 0.7778 recall@top3: 0.7685 prec@top3: 0.6889 recall@top5: 0.9093 prec@top5: 0.4933 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 19:40:33 - mmengine - INFO - Epoch(train) [12][980/1441] lr: 2.0000e-02 eta: 3:06:42 time: 0.9409 data_time: 0.0260 memory: 23477 grad_norm: 0.1166 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.8449 recall@top3: 0.8009 prec@top3: 0.6296 recall@top5: 0.9653 prec@top5: 0.4556 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 19:40:52 - mmengine - INFO - Epoch(train) [12][1000/1441] lr: 2.0000e-02 eta: 3:06:24 time: 0.9409 data_time: 0.0257 memory: 23477 grad_norm: 0.1156 recall@thr=0.5: 0.7373 prec@thr=0.5: 0.8281 recall@top3: 0.7512 prec@top3: 0.7840 recall@top5: 0.9185 prec@top5: 0.6000 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 19:41:10 - mmengine - INFO - Epoch(train) [12][1020/1441] lr: 2.0000e-02 eta: 3:06:04 time: 0.8953 data_time: 0.0238 memory: 23477 grad_norm: 0.1126 recall@thr=0.5: 0.9259 prec@thr=0.5: 0.9259 recall@top3: 0.9167 prec@top3: 0.7593 recall@top5: 0.9861 prec@top5: 0.5056 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 19:41:29 - mmengine - INFO - Epoch(train) [12][1040/1441] lr: 2.0000e-02 eta: 3:05:46 time: 0.9314 data_time: 0.0254 memory: 23477 grad_norm: 0.1170 recall@thr=0.5: 0.7490 prec@thr=0.5: 0.7882 recall@top3: 0.8705 prec@top3: 0.7153 recall@top5: 0.9767 prec@top5: 0.4958 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 19:41:47 - mmengine - INFO - Epoch(train) [12][1060/1441] lr: 2.0000e-02 eta: 3:05:27 time: 0.9314 data_time: 0.0274 memory: 23477 grad_norm: 0.1186 recall@thr=0.5: 0.7875 prec@thr=0.5: 0.8000 recall@top3: 0.8250 prec@top3: 0.6583 recall@top5: 0.9500 prec@top5: 0.4550 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 19:42:06 - mmengine - INFO - Epoch(train) [12][1080/1441] lr: 2.0000e-02 eta: 3:05:08 time: 0.9250 data_time: 0.0256 memory: 23477 grad_norm: 0.1187 recall@thr=0.5: 0.8190 prec@thr=0.5: 0.9023 recall@top3: 0.9267 prec@top3: 0.6977 recall@top5: 0.9806 prec@top5: 0.4558 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 19:42:24 - mmengine - INFO - Epoch(train) [12][1100/1441] lr: 2.0000e-02 eta: 3:04:49 time: 0.9316 data_time: 0.0219 memory: 23477 grad_norm: 0.1173 recall@thr=0.5: 0.7558 prec@thr=0.5: 0.8391 recall@top3: 0.8178 prec@top3: 0.7364 recall@top5: 0.8857 prec@top5: 0.4791 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 19:42:43 - mmengine - INFO - Epoch(train) [12][1120/1441] lr: 2.0000e-02 eta: 3:04:31 time: 0.9504 data_time: 0.0260 memory: 23477 grad_norm: 0.1172 recall@thr=0.5: 0.8088 prec@thr=0.5: 0.7647 recall@top3: 0.8971 prec@top3: 0.6863 recall@top5: 0.9379 prec@top5: 0.4353 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 19:43:02 - mmengine - INFO - Epoch(train) [12][1140/1441] lr: 2.0000e-02 eta: 3:04:12 time: 0.9405 data_time: 0.0217 memory: 23477 grad_norm: 0.1148 recall@thr=0.5: 0.8162 prec@thr=0.5: 0.8873 recall@top3: 0.8603 prec@top3: 0.7353 recall@top5: 0.9706 prec@top5: 0.5176 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 19:43:10 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 19:43:21 - mmengine - INFO - Epoch(train) [12][1160/1441] lr: 2.0000e-02 eta: 3:03:53 time: 0.9294 data_time: 0.0274 memory: 23477 grad_norm: 0.1143 recall@thr=0.5: 0.7473 prec@thr=0.5: 0.8394 recall@top3: 0.8612 prec@top3: 0.7394 recall@top5: 0.9539 prec@top5: 0.5055 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 19:43:39 - mmengine - INFO - Epoch(train) [12][1180/1441] lr: 2.0000e-02 eta: 3:03:35 time: 0.9245 data_time: 0.0217 memory: 23477 grad_norm: 0.1159 recall@thr=0.5: 0.7930 prec@thr=0.5: 0.8883 recall@top3: 0.8170 prec@top3: 0.7933 recall@top5: 0.9510 prec@top5: 0.5680 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 19:43:59 - mmengine - INFO - Epoch(train) [12][1200/1441] lr: 2.0000e-02 eta: 3:03:16 time: 0.9642 data_time: 0.0275 memory: 23477 grad_norm: 0.1120 recall@thr=0.5: 0.7008 prec@thr=0.5: 0.8258 recall@top3: 0.8250 prec@top3: 0.6894 recall@top5: 0.9583 prec@top5: 0.5000 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 19:44:17 - mmengine - INFO - Epoch(train) [12][1220/1441] lr: 2.0000e-02 eta: 3:02:58 time: 0.9209 data_time: 0.0211 memory: 23477 grad_norm: 0.1176 recall@thr=0.5: 0.7616 prec@thr=0.5: 0.8256 recall@top3: 0.8236 prec@top3: 0.6667 recall@top5: 0.9593 prec@top5: 0.4791 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 19:44:36 - mmengine - INFO - Epoch(train) [12][1240/1441] lr: 2.0000e-02 eta: 3:02:39 time: 0.9565 data_time: 0.0283 memory: 23477 grad_norm: 0.1164 recall@thr=0.5: 0.8310 prec@thr=0.5: 0.8426 recall@top3: 0.9444 prec@top3: 0.7407 recall@top5: 1.0000 prec@top5: 0.4778 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 19:44:55 - mmengine - INFO - Epoch(train) [12][1260/1441] lr: 2.0000e-02 eta: 3:02:21 time: 0.9466 data_time: 0.0326 memory: 23477 grad_norm: 0.1182 recall@thr=0.5: 0.7928 prec@thr=0.5: 0.8018 recall@top3: 0.9009 prec@top3: 0.7297 recall@top5: 0.9730 prec@top5: 0.4811 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 19:45:13 - mmengine - INFO - Epoch(train) [12][1280/1441] lr: 2.0000e-02 eta: 3:02:01 time: 0.9017 data_time: 0.0288 memory: 23477 grad_norm: 0.1187 recall@thr=0.5: 0.8127 prec@thr=0.5: 0.8553 recall@top3: 0.8820 prec@top3: 0.7281 recall@top5: 0.9816 prec@top5: 0.5000 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 19:45:32 - mmengine - INFO - Epoch(train) [12][1300/1441] lr: 2.0000e-02 eta: 3:01:43 time: 0.9600 data_time: 0.0239 memory: 23477 grad_norm: 0.1156 recall@thr=0.5: 0.8250 prec@thr=0.5: 0.8396 recall@top3: 0.9250 prec@top3: 0.7083 recall@top5: 0.9667 prec@top5: 0.4450 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 19:45:50 - mmengine - INFO - Epoch(train) [12][1320/1441] lr: 2.0000e-02 eta: 3:01:24 time: 0.9020 data_time: 0.0273 memory: 23477 grad_norm: 0.1180 recall@thr=0.5: 0.7822 prec@thr=0.5: 0.8099 recall@top3: 0.7901 prec@top3: 0.6901 recall@top5: 0.9386 prec@top5: 0.5158 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 19:46:09 - mmengine - INFO - Epoch(train) [12][1340/1441] lr: 2.0000e-02 eta: 3:01:05 time: 0.9398 data_time: 0.0205 memory: 23477 grad_norm: 0.1193 recall@thr=0.5: 0.7380 prec@thr=0.5: 0.8140 recall@top3: 0.7992 prec@top3: 0.6589 recall@top5: 0.9349 prec@top5: 0.4791 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 19:46:28 - mmengine - INFO - Epoch(train) [12][1360/1441] lr: 2.0000e-02 eta: 3:00:47 time: 0.9481 data_time: 0.0321 memory: 23477 grad_norm: 0.1168 recall@thr=0.5: 0.6619 prec@thr=0.5: 0.7024 recall@top3: 0.8310 prec@top3: 0.6762 recall@top5: 0.9310 prec@top5: 0.4629 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 19:46:47 - mmengine - INFO - Epoch(train) [12][1380/1441] lr: 2.0000e-02 eta: 3:00:28 time: 0.9460 data_time: 0.0234 memory: 23477 grad_norm: 0.1181 recall@thr=0.5: 0.7450 prec@thr=0.5: 0.9042 recall@top3: 0.8388 prec@top3: 0.7583 recall@top5: 0.9442 prec@top5: 0.5300 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 19:47:06 - mmengine - INFO - Epoch(train) [12][1400/1441] lr: 2.0000e-02 eta: 3:00:10 time: 0.9259 data_time: 0.0273 memory: 23477 grad_norm: 0.1173 recall@thr=0.5: 0.6436 prec@thr=0.5: 0.7199 recall@top3: 0.7535 prec@top3: 0.6383 recall@top5: 0.9025 prec@top5: 0.4638 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 19:47:24 - mmengine - INFO - Epoch(train) [12][1420/1441] lr: 2.0000e-02 eta: 2:59:51 time: 0.9363 data_time: 0.0278 memory: 23477 grad_norm: 0.1153 recall@thr=0.5: 0.9369 prec@thr=0.5: 0.8784 recall@top3: 0.9730 prec@top3: 0.6937 recall@top5: 1.0000 prec@top5: 0.4378 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 19:47:43 - mmengine - INFO - Epoch(train) [12][1440/1441] lr: 2.0000e-02 eta: 2:59:32 time: 0.9185 data_time: 0.0248 memory: 23477 grad_norm: 0.1155 recall@thr=0.5: 0.8768 prec@thr=0.5: 0.7844 recall@top3: 0.8822 prec@top3: 0.6667 recall@top5: 0.9728 prec@top5: 0.4435 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 19:47:43 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 19:47:43 - mmengine - INFO - Epoch(train) [12][1441/1441] lr: 2.0000e-02 eta: 2:59:32 time: 0.9006 data_time: 0.0250 memory: 12197 grad_norm: 0.1187 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.9167 recall@top3: 0.9821 prec@top3: 0.7143 recall@top5: 1.0000 prec@top5: 0.4429 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 19:47:43 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/08/07 19:47:50 - mmengine - INFO - Epoch(val) [12][20/6282] eta: 0:05:14 time: 0.0503 data_time: 0.0041 memory: 1084 2022/08/07 19:47:51 - mmengine - INFO - Epoch(val) [12][40/6282] eta: 0:04:51 time: 0.0467 data_time: 0.0018 memory: 1084 2022/08/07 19:47:52 - mmengine - INFO - Epoch(val) [12][60/6282] eta: 0:04:49 time: 0.0465 data_time: 0.0019 memory: 1084 2022/08/07 19:47:53 - mmengine - INFO - Epoch(val) [12][80/6282] eta: 0:04:49 time: 0.0467 data_time: 0.0017 memory: 1084 2022/08/07 19:47:54 - mmengine - INFO - Epoch(val) [12][100/6282] eta: 0:04:46 time: 0.0463 data_time: 0.0018 memory: 1084 2022/08/07 19:47:55 - mmengine - INFO - Epoch(val) [12][120/6282] eta: 0:05:37 time: 0.0548 data_time: 0.0022 memory: 1155 2022/08/07 19:47:56 - mmengine - INFO - Epoch(val) [12][140/6282] eta: 0:06:14 time: 0.0609 data_time: 0.0021 memory: 1155 2022/08/07 19:47:57 - mmengine - INFO - Epoch(val) [12][160/6282] eta: 0:05:52 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 19:47:58 - mmengine - INFO - Epoch(val) [12][180/6282] eta: 0:06:12 time: 0.0610 data_time: 0.0022 memory: 1155 2022/08/07 19:48:00 - mmengine - INFO - Epoch(val) [12][200/6282] eta: 0:05:37 time: 0.0554 data_time: 0.0019 memory: 1155 2022/08/07 19:48:01 - mmengine - INFO - Epoch(val) [12][220/6282] eta: 0:05:08 time: 0.0509 data_time: 0.0018 memory: 1097 2022/08/07 19:48:02 - mmengine - INFO - Epoch(val) [12][240/6282] eta: 0:07:25 time: 0.0737 data_time: 0.0024 memory: 1097 2022/08/07 19:48:03 - mmengine - INFO - Epoch(val) [12][260/6282] eta: 0:04:59 time: 0.0497 data_time: 0.0022 memory: 1097 2022/08/07 19:48:04 - mmengine - INFO - Epoch(val) [12][280/6282] eta: 0:04:47 time: 0.0479 data_time: 0.0018 memory: 1097 2022/08/07 19:48:05 - mmengine - INFO - Epoch(val) [12][300/6282] eta: 0:05:21 time: 0.0538 data_time: 0.0020 memory: 1155 2022/08/07 19:48:06 - mmengine - INFO - Epoch(val) [12][320/6282] eta: 0:05:56 time: 0.0598 data_time: 0.0022 memory: 1155 2022/08/07 19:48:08 - mmengine - INFO - Epoch(val) [12][340/6282] eta: 0:05:54 time: 0.0596 data_time: 0.0019 memory: 1155 2022/08/07 19:48:09 - mmengine - INFO - Epoch(val) [12][360/6282] eta: 0:06:00 time: 0.0609 data_time: 0.0021 memory: 1155 2022/08/07 19:48:10 - mmengine - INFO - Epoch(val) [12][380/6282] eta: 0:05:52 time: 0.0596 data_time: 0.0020 memory: 1155 2022/08/07 19:48:11 - mmengine - INFO - Epoch(val) [12][400/6282] eta: 0:05:06 time: 0.0521 data_time: 0.0018 memory: 1155 2022/08/07 19:48:12 - mmengine - INFO - Epoch(val) [12][420/6282] eta: 0:04:42 time: 0.0482 data_time: 0.0018 memory: 1101 2022/08/07 19:48:13 - mmengine - INFO - Epoch(val) [12][440/6282] eta: 0:04:46 time: 0.0491 data_time: 0.0022 memory: 1101 2022/08/07 19:48:14 - mmengine - INFO - Epoch(val) [12][460/6282] eta: 0:04:39 time: 0.0479 data_time: 0.0020 memory: 1101 2022/08/07 19:48:15 - mmengine - INFO - Epoch(val) [12][480/6282] eta: 0:04:40 time: 0.0484 data_time: 0.0018 memory: 1101 2022/08/07 19:48:16 - mmengine - INFO - Epoch(val) [12][500/6282] eta: 0:04:27 time: 0.0463 data_time: 0.0018 memory: 1101 2022/08/07 19:48:17 - mmengine - INFO - Epoch(val) [12][520/6282] eta: 0:04:36 time: 0.0480 data_time: 0.0019 memory: 1097 2022/08/07 19:48:18 - mmengine - INFO - Epoch(val) [12][540/6282] eta: 0:04:29 time: 0.0470 data_time: 0.0016 memory: 1097 2022/08/07 19:48:19 - mmengine - INFO - Epoch(val) [12][560/6282] eta: 0:04:30 time: 0.0472 data_time: 0.0018 memory: 1097 2022/08/07 19:48:20 - mmengine - INFO - Epoch(val) [12][580/6282] eta: 0:04:46 time: 0.0503 data_time: 0.0019 memory: 1097 2022/08/07 19:48:21 - mmengine - INFO - Epoch(val) [12][600/6282] eta: 0:05:14 time: 0.0554 data_time: 0.0027 memory: 1097 2022/08/07 19:48:22 - mmengine - INFO - Epoch(val) [12][620/6282] eta: 0:07:32 time: 0.0799 data_time: 0.0041 memory: 1097 2022/08/07 19:48:23 - mmengine - INFO - Epoch(val) [12][640/6282] eta: 0:05:00 time: 0.0532 data_time: 0.0033 memory: 1094 2022/08/07 19:48:25 - mmengine - INFO - Epoch(val) [12][660/6282] eta: 0:04:57 time: 0.0529 data_time: 0.0024 memory: 1094 2022/08/07 19:48:26 - mmengine - INFO - Epoch(val) [12][680/6282] eta: 0:05:05 time: 0.0545 data_time: 0.0033 memory: 1094 2022/08/07 19:48:27 - mmengine - INFO - Epoch(val) [12][700/6282] eta: 0:04:40 time: 0.0503 data_time: 0.0025 memory: 1094 2022/08/07 19:48:28 - mmengine - INFO - Epoch(val) [12][720/6282] eta: 0:05:05 time: 0.0549 data_time: 0.0020 memory: 1155 2022/08/07 19:48:29 - mmengine - INFO - Epoch(val) [12][740/6282] eta: 0:05:34 time: 0.0604 data_time: 0.0023 memory: 1155 2022/08/07 19:48:30 - mmengine - INFO - Epoch(val) [12][760/6282] eta: 0:05:42 time: 0.0621 data_time: 0.0021 memory: 1155 2022/08/07 19:48:31 - mmengine - INFO - Epoch(val) [12][780/6282] eta: 0:05:33 time: 0.0606 data_time: 0.0021 memory: 1155 2022/08/07 19:48:33 - mmengine - INFO - Epoch(val) [12][800/6282] eta: 0:05:18 time: 0.0581 data_time: 0.0020 memory: 1155 2022/08/07 19:48:34 - mmengine - INFO - Epoch(val) [12][820/6282] eta: 0:05:10 time: 0.0569 data_time: 0.0025 memory: 1155 2022/08/07 19:48:35 - mmengine - INFO - Epoch(val) [12][840/6282] eta: 0:04:15 time: 0.0470 data_time: 0.0016 memory: 1097 2022/08/07 19:48:36 - mmengine - INFO - Epoch(val) [12][860/6282] eta: 0:04:23 time: 0.0486 data_time: 0.0017 memory: 1097 2022/08/07 19:48:37 - mmengine - INFO - Epoch(val) [12][880/6282] eta: 0:04:12 time: 0.0468 data_time: 0.0018 memory: 1097 2022/08/07 19:48:38 - mmengine - INFO - Epoch(val) [12][900/6282] eta: 0:04:15 time: 0.0474 data_time: 0.0017 memory: 1097 2022/08/07 19:48:39 - mmengine - INFO - Epoch(val) [12][920/6282] eta: 0:04:12 time: 0.0470 data_time: 0.0017 memory: 1097 2022/08/07 19:48:39 - mmengine - INFO - Epoch(val) [12][940/6282] eta: 0:04:05 time: 0.0460 data_time: 0.0019 memory: 1084 2022/08/07 19:48:40 - mmengine - INFO - Epoch(val) [12][960/6282] eta: 0:04:08 time: 0.0468 data_time: 0.0025 memory: 1084 2022/08/07 19:48:41 - mmengine - INFO - Epoch(val) [12][980/6282] eta: 0:04:06 time: 0.0465 data_time: 0.0019 memory: 1084 2022/08/07 19:48:43 - mmengine - INFO - Epoch(val) [12][1000/6282] eta: 0:06:04 time: 0.0691 data_time: 0.0036 memory: 1084 2022/08/07 19:48:44 - mmengine - INFO - Epoch(val) [12][1020/6282] eta: 0:04:02 time: 0.0461 data_time: 0.0019 memory: 1097 2022/08/07 19:48:45 - mmengine - INFO - Epoch(val) [12][1040/6282] eta: 0:04:05 time: 0.0469 data_time: 0.0019 memory: 1097 2022/08/07 19:48:46 - mmengine - INFO - Epoch(val) [12][1060/6282] eta: 0:04:11 time: 0.0482 data_time: 0.0025 memory: 1097 2022/08/07 19:48:47 - mmengine - INFO - Epoch(val) [12][1080/6282] eta: 0:04:10 time: 0.0482 data_time: 0.0020 memory: 1097 2022/08/07 19:48:48 - mmengine - INFO - Epoch(val) [12][1100/6282] eta: 0:04:47 time: 0.0554 data_time: 0.0032 memory: 1097 2022/08/07 19:48:49 - mmengine - INFO - Epoch(val) [12][1120/6282] eta: 0:04:37 time: 0.0537 data_time: 0.0028 memory: 1097 2022/08/07 19:48:50 - mmengine - INFO - Epoch(val) [12][1140/6282] eta: 0:04:38 time: 0.0541 data_time: 0.0025 memory: 1097 2022/08/07 19:48:51 - mmengine - INFO - Epoch(val) [12][1160/6282] eta: 0:04:34 time: 0.0536 data_time: 0.0025 memory: 1097 2022/08/07 19:48:52 - mmengine - INFO - Epoch(val) [12][1180/6282] eta: 0:04:31 time: 0.0532 data_time: 0.0026 memory: 1097 2022/08/07 19:48:53 - mmengine - INFO - Epoch(val) [12][1200/6282] eta: 0:04:35 time: 0.0543 data_time: 0.0022 memory: 1097 2022/08/07 19:48:54 - mmengine - INFO - Epoch(val) [12][1220/6282] eta: 0:04:34 time: 0.0542 data_time: 0.0024 memory: 1097 2022/08/07 19:48:55 - mmengine - INFO - Epoch(val) [12][1240/6282] eta: 0:05:15 time: 0.0626 data_time: 0.0027 memory: 1155 2022/08/07 19:48:57 - mmengine - INFO - Epoch(val) [12][1260/6282] eta: 0:05:05 time: 0.0609 data_time: 0.0028 memory: 1155 2022/08/07 19:48:58 - mmengine - INFO - Epoch(val) [12][1280/6282] eta: 0:05:11 time: 0.0622 data_time: 0.0028 memory: 1155 2022/08/07 19:48:59 - mmengine - INFO - Epoch(val) [12][1300/6282] eta: 0:05:18 time: 0.0639 data_time: 0.0026 memory: 1155 2022/08/07 19:49:00 - mmengine - INFO - Epoch(val) [12][1320/6282] eta: 0:04:38 time: 0.0561 data_time: 0.0019 memory: 1155 2022/08/07 19:49:01 - mmengine - INFO - Epoch(val) [12][1340/6282] eta: 0:04:38 time: 0.0564 data_time: 0.0021 memory: 1155 2022/08/07 19:49:03 - mmengine - INFO - Epoch(val) [12][1360/6282] eta: 0:06:59 time: 0.0852 data_time: 0.0021 memory: 1155 2022/08/07 19:49:04 - mmengine - INFO - Epoch(val) [12][1380/6282] eta: 0:04:32 time: 0.0556 data_time: 0.0019 memory: 1155 2022/08/07 19:49:05 - mmengine - INFO - Epoch(val) [12][1400/6282] eta: 0:04:33 time: 0.0560 data_time: 0.0021 memory: 1155 2022/08/07 19:49:07 - mmengine - INFO - Epoch(val) [12][1420/6282] eta: 0:04:33 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 19:49:08 - mmengine - INFO - Epoch(val) [12][1440/6282] eta: 0:04:37 time: 0.0573 data_time: 0.0018 memory: 1155 2022/08/07 19:49:09 - mmengine - INFO - Epoch(val) [12][1460/6282] eta: 0:04:39 time: 0.0579 data_time: 0.0019 memory: 1155 2022/08/07 19:49:10 - mmengine - INFO - Epoch(val) [12][1480/6282] eta: 0:04:34 time: 0.0571 data_time: 0.0018 memory: 1155 2022/08/07 19:49:11 - mmengine - INFO - Epoch(val) [12][1500/6282] eta: 0:04:30 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 19:49:12 - mmengine - INFO - Epoch(val) [12][1520/6282] eta: 0:04:41 time: 0.0590 data_time: 0.0018 memory: 1242 2022/08/07 19:49:14 - mmengine - INFO - Epoch(val) [12][1540/6282] eta: 0:05:24 time: 0.0683 data_time: 0.0021 memory: 1242 2022/08/07 19:49:15 - mmengine - INFO - Epoch(val) [12][1560/6282] eta: 0:05:34 time: 0.0708 data_time: 0.0021 memory: 1242 2022/08/07 19:49:17 - mmengine - INFO - Epoch(val) [12][1580/6282] eta: 0:05:22 time: 0.0685 data_time: 0.0021 memory: 1242 2022/08/07 19:49:18 - mmengine - INFO - Epoch(val) [12][1600/6282] eta: 0:05:35 time: 0.0717 data_time: 0.0022 memory: 1242 2022/08/07 19:49:19 - mmengine - INFO - Epoch(val) [12][1620/6282] eta: 0:05:26 time: 0.0701 data_time: 0.0021 memory: 1242 2022/08/07 19:49:20 - mmengine - INFO - Epoch(val) [12][1640/6282] eta: 0:04:14 time: 0.0548 data_time: 0.0017 memory: 1155 2022/08/07 19:49:22 - mmengine - INFO - Epoch(val) [12][1660/6282] eta: 0:04:14 time: 0.0551 data_time: 0.0019 memory: 1155 2022/08/07 19:49:23 - mmengine - INFO - Epoch(val) [12][1680/6282] eta: 0:06:06 time: 0.0797 data_time: 0.0025 memory: 1155 2022/08/07 19:49:24 - mmengine - INFO - Epoch(val) [12][1700/6282] eta: 0:04:11 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 19:49:25 - mmengine - INFO - Epoch(val) [12][1720/6282] eta: 0:04:26 time: 0.0583 data_time: 0.0020 memory: 1155 2022/08/07 19:49:27 - mmengine - INFO - Epoch(val) [12][1740/6282] eta: 0:04:34 time: 0.0604 data_time: 0.0023 memory: 1155 2022/08/07 19:49:28 - mmengine - INFO - Epoch(val) [12][1760/6282] eta: 0:05:01 time: 0.0666 data_time: 0.0039 memory: 1155 2022/08/07 19:49:29 - mmengine - INFO - Epoch(val) [12][1780/6282] eta: 0:04:35 time: 0.0612 data_time: 0.0023 memory: 1155 2022/08/07 19:49:30 - mmengine - INFO - Epoch(val) [12][1800/6282] eta: 0:04:32 time: 0.0608 data_time: 0.0027 memory: 1155 2022/08/07 19:49:32 - mmengine - INFO - Epoch(val) [12][1820/6282] eta: 0:04:11 time: 0.0564 data_time: 0.0020 memory: 1155 2022/08/07 19:49:33 - mmengine - INFO - Epoch(val) [12][1840/6282] eta: 0:04:25 time: 0.0598 data_time: 0.0020 memory: 1155 2022/08/07 19:49:34 - mmengine - INFO - Epoch(val) [12][1860/6282] eta: 0:04:13 time: 0.0573 data_time: 0.0019 memory: 1155 2022/08/07 19:49:35 - mmengine - INFO - Epoch(val) [12][1880/6282] eta: 0:04:20 time: 0.0591 data_time: 0.0022 memory: 1155 2022/08/07 19:49:36 - mmengine - INFO - Epoch(val) [12][1900/6282] eta: 0:04:29 time: 0.0615 data_time: 0.0023 memory: 1155 2022/08/07 19:49:38 - mmengine - INFO - Epoch(val) [12][1920/6282] eta: 0:04:20 time: 0.0598 data_time: 0.0020 memory: 1155 2022/08/07 19:49:39 - mmengine - INFO - Epoch(val) [12][1940/6282] eta: 0:04:00 time: 0.0553 data_time: 0.0020 memory: 1155 2022/08/07 19:49:40 - mmengine - INFO - Epoch(val) [12][1960/6282] eta: 0:03:19 time: 0.0462 data_time: 0.0017 memory: 1101 2022/08/07 19:49:41 - mmengine - INFO - Epoch(val) [12][1980/6282] eta: 0:03:21 time: 0.0469 data_time: 0.0017 memory: 1101 2022/08/07 19:49:42 - mmengine - INFO - Epoch(val) [12][2000/6282] eta: 0:03:23 time: 0.0475 data_time: 0.0018 memory: 1101 2022/08/07 19:49:43 - mmengine - INFO - Epoch(val) [12][2020/6282] eta: 0:05:25 time: 0.0764 data_time: 0.0024 memory: 1101 2022/08/07 19:49:44 - mmengine - INFO - Epoch(val) [12][2040/6282] eta: 0:03:19 time: 0.0470 data_time: 0.0017 memory: 1101 2022/08/07 19:49:45 - mmengine - INFO - Epoch(val) [12][2060/6282] eta: 0:03:14 time: 0.0461 data_time: 0.0016 memory: 1101 2022/08/07 19:49:46 - mmengine - INFO - Epoch(val) [12][2080/6282] eta: 0:03:20 time: 0.0478 data_time: 0.0018 memory: 1101 2022/08/07 19:49:47 - mmengine - INFO - Epoch(val) [12][2100/6282] eta: 0:03:16 time: 0.0471 data_time: 0.0018 memory: 1101 2022/08/07 19:49:48 - mmengine - INFO - Epoch(val) [12][2120/6282] eta: 0:03:23 time: 0.0490 data_time: 0.0022 memory: 1101 2022/08/07 19:49:49 - mmengine - INFO - Epoch(val) [12][2140/6282] eta: 0:03:13 time: 0.0468 data_time: 0.0020 memory: 1101 2022/08/07 19:49:50 - mmengine - INFO - Epoch(val) [12][2160/6282] eta: 0:03:17 time: 0.0480 data_time: 0.0019 memory: 1097 2022/08/07 19:49:51 - mmengine - INFO - Epoch(val) [12][2180/6282] eta: 0:03:09 time: 0.0463 data_time: 0.0018 memory: 1097 2022/08/07 19:49:52 - mmengine - INFO - Epoch(val) [12][2200/6282] eta: 0:03:05 time: 0.0456 data_time: 0.0017 memory: 1097 2022/08/07 19:49:53 - mmengine - INFO - Epoch(val) [12][2220/6282] eta: 0:03:13 time: 0.0475 data_time: 0.0020 memory: 1097 2022/08/07 19:49:53 - mmengine - INFO - Epoch(val) [12][2240/6282] eta: 0:03:06 time: 0.0463 data_time: 0.0017 memory: 1097 2022/08/07 19:49:54 - mmengine - INFO - Epoch(val) [12][2260/6282] eta: 0:03:14 time: 0.0484 data_time: 0.0017 memory: 1101 2022/08/07 19:49:55 - mmengine - INFO - Epoch(val) [12][2280/6282] eta: 0:03:13 time: 0.0483 data_time: 0.0017 memory: 1101 2022/08/07 19:49:56 - mmengine - INFO - Epoch(val) [12][2300/6282] eta: 0:03:11 time: 0.0481 data_time: 0.0018 memory: 1101 2022/08/07 19:49:57 - mmengine - INFO - Epoch(val) [12][2320/6282] eta: 0:03:20 time: 0.0507 data_time: 0.0027 memory: 1101 2022/08/07 19:49:58 - mmengine - INFO - Epoch(val) [12][2340/6282] eta: 0:03:16 time: 0.0498 data_time: 0.0018 memory: 1101 2022/08/07 19:49:59 - mmengine - INFO - Epoch(val) [12][2360/6282] eta: 0:03:12 time: 0.0491 data_time: 0.0018 memory: 1097 2022/08/07 19:50:00 - mmengine - INFO - Epoch(val) [12][2380/6282] eta: 0:03:14 time: 0.0497 data_time: 0.0021 memory: 1097 2022/08/07 19:50:02 - mmengine - INFO - Epoch(val) [12][2400/6282] eta: 0:06:40 time: 0.1033 data_time: 0.0035 memory: 1097 2022/08/07 19:50:04 - mmengine - INFO - Epoch(val) [12][2420/6282] eta: 0:03:30 time: 0.0546 data_time: 0.0026 memory: 1097 2022/08/07 19:50:05 - mmengine - INFO - Epoch(val) [12][2440/6282] eta: 0:03:26 time: 0.0538 data_time: 0.0025 memory: 1097 2022/08/07 19:50:06 - mmengine - INFO - Epoch(val) [12][2460/6282] eta: 0:03:57 time: 0.0623 data_time: 0.0032 memory: 1155 2022/08/07 19:50:07 - mmengine - INFO - Epoch(val) [12][2480/6282] eta: 0:03:54 time: 0.0617 data_time: 0.0023 memory: 1155 2022/08/07 19:50:08 - mmengine - INFO - Epoch(val) [12][2500/6282] eta: 0:03:53 time: 0.0618 data_time: 0.0027 memory: 1155 2022/08/07 19:50:10 - mmengine - INFO - Epoch(val) [12][2520/6282] eta: 0:03:40 time: 0.0585 data_time: 0.0023 memory: 1155 2022/08/07 19:50:11 - mmengine - INFO - Epoch(val) [12][2540/6282] eta: 0:03:41 time: 0.0592 data_time: 0.0019 memory: 1155 2022/08/07 19:50:12 - mmengine - INFO - Epoch(val) [12][2560/6282] eta: 0:03:41 time: 0.0594 data_time: 0.0019 memory: 1155 2022/08/07 19:50:13 - mmengine - INFO - Epoch(val) [12][2580/6282] eta: 0:03:41 time: 0.0597 data_time: 0.0029 memory: 1155 2022/08/07 19:50:14 - mmengine - INFO - Epoch(val) [12][2600/6282] eta: 0:03:39 time: 0.0597 data_time: 0.0019 memory: 1155 2022/08/07 19:50:16 - mmengine - INFO - Epoch(val) [12][2620/6282] eta: 0:03:28 time: 0.0569 data_time: 0.0019 memory: 1155 2022/08/07 19:50:17 - mmengine - INFO - Epoch(val) [12][2640/6282] eta: 0:03:35 time: 0.0591 data_time: 0.0023 memory: 1155 2022/08/07 19:50:18 - mmengine - INFO - Epoch(val) [12][2660/6282] eta: 0:04:25 time: 0.0733 data_time: 0.0024 memory: 1234 2022/08/07 19:50:20 - mmengine - INFO - Epoch(val) [12][2680/6282] eta: 0:04:17 time: 0.0715 data_time: 0.0022 memory: 1234 2022/08/07 19:50:21 - mmengine - INFO - Epoch(val) [12][2700/6282] eta: 0:04:20 time: 0.0726 data_time: 0.0026 memory: 1234 2022/08/07 19:50:23 - mmengine - INFO - Epoch(val) [12][2720/6282] eta: 0:05:46 time: 0.0973 data_time: 0.0028 memory: 1234 2022/08/07 19:50:24 - mmengine - INFO - Epoch(val) [12][2740/6282] eta: 0:03:57 time: 0.0669 data_time: 0.0020 memory: 1234 2022/08/07 19:50:25 - mmengine - INFO - Epoch(val) [12][2760/6282] eta: 0:02:52 time: 0.0491 data_time: 0.0017 memory: 1101 2022/08/07 19:50:26 - mmengine - INFO - Epoch(val) [12][2780/6282] eta: 0:02:58 time: 0.0510 data_time: 0.0025 memory: 1101 2022/08/07 19:50:27 - mmengine - INFO - Epoch(val) [12][2800/6282] eta: 0:02:45 time: 0.0475 data_time: 0.0018 memory: 1101 2022/08/07 19:50:28 - mmengine - INFO - Epoch(val) [12][2820/6282] eta: 0:02:43 time: 0.0473 data_time: 0.0018 memory: 1101 2022/08/07 19:50:29 - mmengine - INFO - Epoch(val) [12][2840/6282] eta: 0:02:51 time: 0.0498 data_time: 0.0026 memory: 1101 2022/08/07 19:50:30 - mmengine - INFO - Epoch(val) [12][2860/6282] eta: 0:03:11 time: 0.0559 data_time: 0.0018 memory: 1155 2022/08/07 19:50:32 - mmengine - INFO - Epoch(val) [12][2880/6282] eta: 0:03:07 time: 0.0551 data_time: 0.0019 memory: 1155 2022/08/07 19:50:33 - mmengine - INFO - Epoch(val) [12][2900/6282] eta: 0:03:07 time: 0.0556 data_time: 0.0020 memory: 1155 2022/08/07 19:50:34 - mmengine - INFO - Epoch(val) [12][2920/6282] eta: 0:02:49 time: 0.0504 data_time: 0.0018 memory: 1155 2022/08/07 19:50:35 - mmengine - INFO - Epoch(val) [12][2940/6282] eta: 0:02:47 time: 0.0501 data_time: 0.0018 memory: 1125 2022/08/07 19:50:36 - mmengine - INFO - Epoch(val) [12][2960/6282] eta: 0:02:45 time: 0.0498 data_time: 0.0018 memory: 1125 2022/08/07 19:50:37 - mmengine - INFO - Epoch(val) [12][2980/6282] eta: 0:02:37 time: 0.0478 data_time: 0.0017 memory: 1125 2022/08/07 19:50:38 - mmengine - INFO - Epoch(val) [12][3000/6282] eta: 0:02:38 time: 0.0482 data_time: 0.0017 memory: 1125 2022/08/07 19:50:39 - mmengine - INFO - Epoch(val) [12][3020/6282] eta: 0:03:11 time: 0.0589 data_time: 0.0020 memory: 1155 2022/08/07 19:50:40 - mmengine - INFO - Epoch(val) [12][3040/6282] eta: 0:03:05 time: 0.0573 data_time: 0.0018 memory: 1155 2022/08/07 19:50:41 - mmengine - INFO - Epoch(val) [12][3060/6282] eta: 0:03:02 time: 0.0565 data_time: 0.0021 memory: 1155 2022/08/07 19:50:43 - mmengine - INFO - Epoch(val) [12][3080/6282] eta: 0:04:29 time: 0.0841 data_time: 0.0032 memory: 1155 2022/08/07 19:50:44 - mmengine - INFO - Epoch(val) [12][3100/6282] eta: 0:02:46 time: 0.0523 data_time: 0.0021 memory: 1155 2022/08/07 19:50:45 - mmengine - INFO - Epoch(val) [12][3120/6282] eta: 0:02:36 time: 0.0496 data_time: 0.0024 memory: 1101 2022/08/07 19:50:46 - mmengine - INFO - Epoch(val) [12][3140/6282] eta: 0:02:31 time: 0.0482 data_time: 0.0017 memory: 1101 2022/08/07 19:50:47 - mmengine - INFO - Epoch(val) [12][3160/6282] eta: 0:02:32 time: 0.0489 data_time: 0.0017 memory: 1101 2022/08/07 19:50:48 - mmengine - INFO - Epoch(val) [12][3180/6282] eta: 0:02:35 time: 0.0500 data_time: 0.0019 memory: 1101 2022/08/07 19:50:49 - mmengine - INFO - Epoch(val) [12][3200/6282] eta: 0:02:46 time: 0.0540 data_time: 0.0019 memory: 1155 2022/08/07 19:50:50 - mmengine - INFO - Epoch(val) [12][3220/6282] eta: 0:02:51 time: 0.0561 data_time: 0.0018 memory: 1155 2022/08/07 19:50:51 - mmengine - INFO - Epoch(val) [12][3240/6282] eta: 0:02:48 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 19:50:52 - mmengine - INFO - Epoch(val) [12][3260/6282] eta: 0:02:54 time: 0.0578 data_time: 0.0018 memory: 1155 2022/08/07 19:50:54 - mmengine - INFO - Epoch(val) [12][3280/6282] eta: 0:03:04 time: 0.0615 data_time: 0.0020 memory: 1155 2022/08/07 19:50:55 - mmengine - INFO - Epoch(val) [12][3300/6282] eta: 0:03:00 time: 0.0604 data_time: 0.0026 memory: 1155 2022/08/07 19:50:56 - mmengine - INFO - Epoch(val) [12][3320/6282] eta: 0:02:57 time: 0.0598 data_time: 0.0019 memory: 1155 2022/08/07 19:50:57 - mmengine - INFO - Epoch(val) [12][3340/6282] eta: 0:02:52 time: 0.0588 data_time: 0.0024 memory: 1155 2022/08/07 19:50:58 - mmengine - INFO - Epoch(val) [12][3360/6282] eta: 0:02:51 time: 0.0588 data_time: 0.0021 memory: 1155 2022/08/07 19:50:59 - mmengine - INFO - Epoch(val) [12][3380/6282] eta: 0:02:34 time: 0.0532 data_time: 0.0017 memory: 1155 2022/08/07 19:51:00 - mmengine - INFO - Epoch(val) [12][3400/6282] eta: 0:02:14 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 19:51:01 - mmengine - INFO - Epoch(val) [12][3420/6282] eta: 0:02:14 time: 0.0469 data_time: 0.0019 memory: 1097 2022/08/07 19:51:03 - mmengine - INFO - Epoch(val) [12][3440/6282] eta: 0:03:46 time: 0.0798 data_time: 0.0037 memory: 1097 2022/08/07 19:51:04 - mmengine - INFO - Epoch(val) [12][3460/6282] eta: 0:02:17 time: 0.0488 data_time: 0.0018 memory: 1097 2022/08/07 19:51:05 - mmengine - INFO - Epoch(val) [12][3480/6282] eta: 0:02:15 time: 0.0483 data_time: 0.0018 memory: 1097 2022/08/07 19:51:06 - mmengine - INFO - Epoch(val) [12][3500/6282] eta: 0:02:15 time: 0.0487 data_time: 0.0018 memory: 1097 2022/08/07 19:51:07 - mmengine - INFO - Epoch(val) [12][3520/6282] eta: 0:02:15 time: 0.0492 data_time: 0.0018 memory: 1097 2022/08/07 19:51:08 - mmengine - INFO - Epoch(val) [12][3540/6282] eta: 0:02:13 time: 0.0487 data_time: 0.0017 memory: 1097 2022/08/07 19:51:09 - mmengine - INFO - Epoch(val) [12][3560/6282] eta: 0:02:15 time: 0.0498 data_time: 0.0021 memory: 1097 2022/08/07 19:51:10 - mmengine - INFO - Epoch(val) [12][3580/6282] eta: 0:02:18 time: 0.0513 data_time: 0.0018 memory: 1139 2022/08/07 19:51:11 - mmengine - INFO - Epoch(val) [12][3600/6282] eta: 0:02:22 time: 0.0532 data_time: 0.0019 memory: 1139 2022/08/07 19:51:12 - mmengine - INFO - Epoch(val) [12][3620/6282] eta: 0:02:20 time: 0.0527 data_time: 0.0018 memory: 1139 2022/08/07 19:51:13 - mmengine - INFO - Epoch(val) [12][3640/6282] eta: 0:02:18 time: 0.0525 data_time: 0.0019 memory: 1139 2022/08/07 19:51:14 - mmengine - INFO - Epoch(val) [12][3660/6282] eta: 0:02:17 time: 0.0525 data_time: 0.0018 memory: 1139 2022/08/07 19:51:15 - mmengine - INFO - Epoch(val) [12][3680/6282] eta: 0:02:21 time: 0.0542 data_time: 0.0020 memory: 1155 2022/08/07 19:51:16 - mmengine - INFO - Epoch(val) [12][3700/6282] eta: 0:02:26 time: 0.0568 data_time: 0.0019 memory: 1155 2022/08/07 19:51:17 - mmengine - INFO - Epoch(val) [12][3720/6282] eta: 0:02:27 time: 0.0575 data_time: 0.0022 memory: 1155 2022/08/07 19:51:19 - mmengine - INFO - Epoch(val) [12][3740/6282] eta: 0:02:23 time: 0.0565 data_time: 0.0018 memory: 1155 2022/08/07 19:51:20 - mmengine - INFO - Epoch(val) [12][3760/6282] eta: 0:02:22 time: 0.0566 data_time: 0.0019 memory: 1155 2022/08/07 19:51:21 - mmengine - INFO - Epoch(val) [12][3780/6282] eta: 0:02:25 time: 0.0582 data_time: 0.0021 memory: 1155 2022/08/07 19:51:23 - mmengine - INFO - Epoch(val) [12][3800/6282] eta: 0:03:24 time: 0.0823 data_time: 0.0031 memory: 1155 2022/08/07 19:51:24 - mmengine - INFO - Epoch(val) [12][3820/6282] eta: 0:02:16 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 19:51:25 - mmengine - INFO - Epoch(val) [12][3840/6282] eta: 0:02:15 time: 0.0556 data_time: 0.0017 memory: 1155 2022/08/07 19:51:26 - mmengine - INFO - Epoch(val) [12][3860/6282] eta: 0:02:13 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 19:51:27 - mmengine - INFO - Epoch(val) [12][3880/6282] eta: 0:02:12 time: 0.0553 data_time: 0.0019 memory: 1155 2022/08/07 19:51:28 - mmengine - INFO - Epoch(val) [12][3900/6282] eta: 0:02:13 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 19:51:29 - mmengine - INFO - Epoch(val) [12][3920/6282] eta: 0:02:11 time: 0.0558 data_time: 0.0017 memory: 1155 2022/08/07 19:51:30 - mmengine - INFO - Epoch(val) [12][3940/6282] eta: 0:02:11 time: 0.0561 data_time: 0.0018 memory: 1155 2022/08/07 19:51:31 - mmengine - INFO - Epoch(val) [12][3960/6282] eta: 0:02:11 time: 0.0567 data_time: 0.0018 memory: 1155 2022/08/07 19:51:33 - mmengine - INFO - Epoch(val) [12][3980/6282] eta: 0:02:13 time: 0.0581 data_time: 0.0019 memory: 1155 2022/08/07 19:51:34 - mmengine - INFO - Epoch(val) [12][4000/6282] eta: 0:02:09 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 19:51:35 - mmengine - INFO - Epoch(val) [12][4020/6282] eta: 0:02:14 time: 0.0594 data_time: 0.0019 memory: 1155 2022/08/07 19:51:36 - mmengine - INFO - Epoch(val) [12][4040/6282] eta: 0:02:13 time: 0.0596 data_time: 0.0021 memory: 1234 2022/08/07 19:51:38 - mmengine - INFO - Epoch(val) [12][4060/6282] eta: 0:02:40 time: 0.0720 data_time: 0.0024 memory: 1234 2022/08/07 19:51:39 - mmengine - INFO - Epoch(val) [12][4080/6282] eta: 0:02:36 time: 0.0710 data_time: 0.0027 memory: 1234 2022/08/07 19:51:40 - mmengine - INFO - Epoch(val) [12][4100/6282] eta: 0:02:34 time: 0.0707 data_time: 0.0022 memory: 1234 2022/08/07 19:51:42 - mmengine - INFO - Epoch(val) [12][4120/6282] eta: 0:03:34 time: 0.0992 data_time: 0.0030 memory: 1234 2022/08/07 19:51:44 - mmengine - INFO - Epoch(val) [12][4140/6282] eta: 0:02:15 time: 0.0631 data_time: 0.0023 memory: 1234 2022/08/07 19:51:45 - mmengine - INFO - Epoch(val) [12][4160/6282] eta: 0:01:37 time: 0.0460 data_time: 0.0017 memory: 1097 2022/08/07 19:51:46 - mmengine - INFO - Epoch(val) [12][4180/6282] eta: 0:01:41 time: 0.0484 data_time: 0.0020 memory: 1097 2022/08/07 19:51:47 - mmengine - INFO - Epoch(val) [12][4200/6282] eta: 0:01:41 time: 0.0487 data_time: 0.0016 memory: 1097 2022/08/07 19:51:48 - mmengine - INFO - Epoch(val) [12][4220/6282] eta: 0:01:39 time: 0.0481 data_time: 0.0018 memory: 1097 2022/08/07 19:51:49 - mmengine - INFO - Epoch(val) [12][4240/6282] eta: 0:01:39 time: 0.0489 data_time: 0.0017 memory: 1097 2022/08/07 19:51:50 - mmengine - INFO - Epoch(val) [12][4260/6282] eta: 0:01:36 time: 0.0480 data_time: 0.0017 memory: 1096 2022/08/07 19:51:51 - mmengine - INFO - Epoch(val) [12][4280/6282] eta: 0:01:39 time: 0.0495 data_time: 0.0018 memory: 1096 2022/08/07 19:51:51 - mmengine - INFO - Epoch(val) [12][4300/6282] eta: 0:01:32 time: 0.0468 data_time: 0.0017 memory: 1096 2022/08/07 19:51:52 - mmengine - INFO - Epoch(val) [12][4320/6282] eta: 0:01:38 time: 0.0500 data_time: 0.0022 memory: 1096 2022/08/07 19:51:53 - mmengine - INFO - Epoch(val) [12][4340/6282] eta: 0:01:35 time: 0.0493 data_time: 0.0017 memory: 1096 2022/08/07 19:51:55 - mmengine - INFO - Epoch(val) [12][4360/6282] eta: 0:01:48 time: 0.0562 data_time: 0.0027 memory: 1155 2022/08/07 19:51:56 - mmengine - INFO - Epoch(val) [12][4380/6282] eta: 0:01:48 time: 0.0571 data_time: 0.0021 memory: 1155 2022/08/07 19:51:57 - mmengine - INFO - Epoch(val) [12][4400/6282] eta: 0:01:52 time: 0.0600 data_time: 0.0019 memory: 1155 2022/08/07 19:51:58 - mmengine - INFO - Epoch(val) [12][4420/6282] eta: 0:01:48 time: 0.0585 data_time: 0.0020 memory: 1155 2022/08/07 19:51:59 - mmengine - INFO - Epoch(val) [12][4440/6282] eta: 0:01:46 time: 0.0578 data_time: 0.0019 memory: 1163 2022/08/07 19:52:00 - mmengine - INFO - Epoch(val) [12][4460/6282] eta: 0:01:48 time: 0.0593 data_time: 0.0020 memory: 1163 2022/08/07 19:52:02 - mmengine - INFO - Epoch(val) [12][4480/6282] eta: 0:01:42 time: 0.0571 data_time: 0.0018 memory: 1163 2022/08/07 19:52:03 - mmengine - INFO - Epoch(val) [12][4500/6282] eta: 0:02:29 time: 0.0841 data_time: 0.0018 memory: 1163 2022/08/07 19:52:04 - mmengine - INFO - Epoch(val) [12][4520/6282] eta: 0:01:34 time: 0.0535 data_time: 0.0018 memory: 1163 2022/08/07 19:52:05 - mmengine - INFO - Epoch(val) [12][4540/6282] eta: 0:01:25 time: 0.0492 data_time: 0.0018 memory: 1101 2022/08/07 19:52:06 - mmengine - INFO - Epoch(val) [12][4560/6282] eta: 0:01:22 time: 0.0481 data_time: 0.0018 memory: 1101 2022/08/07 19:52:07 - mmengine - INFO - Epoch(val) [12][4580/6282] eta: 0:01:20 time: 0.0476 data_time: 0.0018 memory: 1101 2022/08/07 19:52:08 - mmengine - INFO - Epoch(val) [12][4600/6282] eta: 0:01:20 time: 0.0476 data_time: 0.0021 memory: 1101 2022/08/07 19:52:09 - mmengine - INFO - Epoch(val) [12][4620/6282] eta: 0:01:21 time: 0.0489 data_time: 0.0020 memory: 1101 2022/08/07 19:52:10 - mmengine - INFO - Epoch(val) [12][4640/6282] eta: 0:01:35 time: 0.0579 data_time: 0.0018 memory: 1163 2022/08/07 19:52:12 - mmengine - INFO - Epoch(val) [12][4660/6282] eta: 0:01:31 time: 0.0563 data_time: 0.0018 memory: 1163 2022/08/07 19:52:13 - mmengine - INFO - Epoch(val) [12][4680/6282] eta: 0:01:30 time: 0.0565 data_time: 0.0022 memory: 1163 2022/08/07 19:52:14 - mmengine - INFO - Epoch(val) [12][4700/6282] eta: 0:01:27 time: 0.0550 data_time: 0.0019 memory: 1163 2022/08/07 19:52:15 - mmengine - INFO - Epoch(val) [12][4720/6282] eta: 0:01:25 time: 0.0550 data_time: 0.0018 memory: 1163 2022/08/07 19:52:16 - mmengine - INFO - Epoch(val) [12][4740/6282] eta: 0:01:16 time: 0.0496 data_time: 0.0017 memory: 1122 2022/08/07 19:52:17 - mmengine - INFO - Epoch(val) [12][4760/6282] eta: 0:01:17 time: 0.0507 data_time: 0.0018 memory: 1122 2022/08/07 19:52:18 - mmengine - INFO - Epoch(val) [12][4780/6282] eta: 0:01:17 time: 0.0515 data_time: 0.0022 memory: 1122 2022/08/07 19:52:19 - mmengine - INFO - Epoch(val) [12][4800/6282] eta: 0:01:14 time: 0.0500 data_time: 0.0018 memory: 1122 2022/08/07 19:52:20 - mmengine - INFO - Epoch(val) [12][4820/6282] eta: 0:01:14 time: 0.0510 data_time: 0.0020 memory: 1155 2022/08/07 19:52:21 - mmengine - INFO - Epoch(val) [12][4840/6282] eta: 0:01:19 time: 0.0552 data_time: 0.0018 memory: 1155 2022/08/07 19:52:23 - mmengine - INFO - Epoch(val) [12][4860/6282] eta: 0:01:58 time: 0.0831 data_time: 0.0019 memory: 1155 2022/08/07 19:52:24 - mmengine - INFO - Epoch(val) [12][4880/6282] eta: 0:01:21 time: 0.0578 data_time: 0.0019 memory: 1155 2022/08/07 19:52:25 - mmengine - INFO - Epoch(val) [12][4900/6282] eta: 0:01:22 time: 0.0600 data_time: 0.0022 memory: 1155 2022/08/07 19:52:26 - mmengine - INFO - Epoch(val) [12][4920/6282] eta: 0:01:24 time: 0.0621 data_time: 0.0019 memory: 1158 2022/08/07 19:52:28 - mmengine - INFO - Epoch(val) [12][4940/6282] eta: 0:01:18 time: 0.0587 data_time: 0.0018 memory: 1158 2022/08/07 19:52:29 - mmengine - INFO - Epoch(val) [12][4960/6282] eta: 0:01:15 time: 0.0574 data_time: 0.0018 memory: 1158 2022/08/07 19:52:30 - mmengine - INFO - Epoch(val) [12][4980/6282] eta: 0:01:13 time: 0.0568 data_time: 0.0018 memory: 1158 2022/08/07 19:52:31 - mmengine - INFO - Epoch(val) [12][5000/6282] eta: 0:01:16 time: 0.0601 data_time: 0.0020 memory: 1158 2022/08/07 19:52:32 - mmengine - INFO - Epoch(val) [12][5020/6282] eta: 0:01:07 time: 0.0538 data_time: 0.0020 memory: 1158 2022/08/07 19:52:33 - mmengine - INFO - Epoch(val) [12][5040/6282] eta: 0:00:59 time: 0.0482 data_time: 0.0019 memory: 1101 2022/08/07 19:52:34 - mmengine - INFO - Epoch(val) [12][5060/6282] eta: 0:00:56 time: 0.0465 data_time: 0.0018 memory: 1101 2022/08/07 19:52:35 - mmengine - INFO - Epoch(val) [12][5080/6282] eta: 0:00:55 time: 0.0464 data_time: 0.0018 memory: 1101 2022/08/07 19:52:36 - mmengine - INFO - Epoch(val) [12][5100/6282] eta: 0:00:55 time: 0.0472 data_time: 0.0018 memory: 1101 2022/08/07 19:52:37 - mmengine - INFO - Epoch(val) [12][5120/6282] eta: 0:00:55 time: 0.0478 data_time: 0.0018 memory: 1101 2022/08/07 19:52:38 - mmengine - INFO - Epoch(val) [12][5140/6282] eta: 0:00:54 time: 0.0476 data_time: 0.0019 memory: 1097 2022/08/07 19:52:39 - mmengine - INFO - Epoch(val) [12][5160/6282] eta: 0:00:53 time: 0.0478 data_time: 0.0017 memory: 1097 2022/08/07 19:52:40 - mmengine - INFO - Epoch(val) [12][5180/6282] eta: 0:00:51 time: 0.0472 data_time: 0.0019 memory: 1097 2022/08/07 19:52:41 - mmengine - INFO - Epoch(val) [12][5200/6282] eta: 0:00:51 time: 0.0479 data_time: 0.0020 memory: 1097 2022/08/07 19:52:42 - mmengine - INFO - Epoch(val) [12][5220/6282] eta: 0:00:50 time: 0.0472 data_time: 0.0022 memory: 1097 2022/08/07 19:52:43 - mmengine - INFO - Epoch(val) [12][5240/6282] eta: 0:01:18 time: 0.0750 data_time: 0.0032 memory: 1096 2022/08/07 19:52:44 - mmengine - INFO - Epoch(val) [12][5260/6282] eta: 0:00:47 time: 0.0462 data_time: 0.0017 memory: 1096 2022/08/07 19:52:45 - mmengine - INFO - Epoch(val) [12][5280/6282] eta: 0:00:47 time: 0.0471 data_time: 0.0019 memory: 1096 2022/08/07 19:52:46 - mmengine - INFO - Epoch(val) [12][5300/6282] eta: 0:00:45 time: 0.0464 data_time: 0.0017 memory: 1096 2022/08/07 19:52:47 - mmengine - INFO - Epoch(val) [12][5320/6282] eta: 0:00:45 time: 0.0473 data_time: 0.0020 memory: 1097 2022/08/07 19:52:48 - mmengine - INFO - Epoch(val) [12][5340/6282] eta: 0:00:45 time: 0.0480 data_time: 0.0019 memory: 1097 2022/08/07 19:52:49 - mmengine - INFO - Epoch(val) [12][5360/6282] eta: 0:00:45 time: 0.0496 data_time: 0.0020 memory: 1097 2022/08/07 19:52:50 - mmengine - INFO - Epoch(val) [12][5380/6282] eta: 0:00:42 time: 0.0475 data_time: 0.0019 memory: 1097 2022/08/07 19:52:51 - mmengine - INFO - Epoch(val) [12][5400/6282] eta: 0:00:42 time: 0.0482 data_time: 0.0021 memory: 1097 2022/08/07 19:52:52 - mmengine - INFO - Epoch(val) [12][5420/6282] eta: 0:00:40 time: 0.0473 data_time: 0.0018 memory: 1097 2022/08/07 19:52:53 - mmengine - INFO - Epoch(val) [12][5440/6282] eta: 0:00:41 time: 0.0488 data_time: 0.0019 memory: 1097 2022/08/07 19:52:54 - mmengine - INFO - Epoch(val) [12][5460/6282] eta: 0:00:39 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 19:52:55 - mmengine - INFO - Epoch(val) [12][5480/6282] eta: 0:00:37 time: 0.0468 data_time: 0.0019 memory: 1097 2022/08/07 19:52:56 - mmengine - INFO - Epoch(val) [12][5500/6282] eta: 0:00:36 time: 0.0468 data_time: 0.0018 memory: 1097 2022/08/07 19:52:57 - mmengine - INFO - Epoch(val) [12][5520/6282] eta: 0:00:36 time: 0.0474 data_time: 0.0019 memory: 1118 2022/08/07 19:52:58 - mmengine - INFO - Epoch(val) [12][5540/6282] eta: 0:00:35 time: 0.0482 data_time: 0.0018 memory: 1118 2022/08/07 19:52:59 - mmengine - INFO - Epoch(val) [12][5560/6282] eta: 0:00:35 time: 0.0485 data_time: 0.0020 memory: 1118 2022/08/07 19:53:00 - mmengine - INFO - Epoch(val) [12][5580/6282] eta: 0:00:33 time: 0.0480 data_time: 0.0016 memory: 1118 2022/08/07 19:53:00 - mmengine - INFO - Epoch(val) [12][5600/6282] eta: 0:00:33 time: 0.0487 data_time: 0.0018 memory: 1118 2022/08/07 19:53:01 - mmengine - INFO - Epoch(val) [12][5620/6282] eta: 0:00:32 time: 0.0493 data_time: 0.0018 memory: 1118 2022/08/07 19:53:03 - mmengine - INFO - Epoch(val) [12][5640/6282] eta: 0:00:46 time: 0.0720 data_time: 0.0022 memory: 1097 2022/08/07 19:53:04 - mmengine - INFO - Epoch(val) [12][5660/6282] eta: 0:00:30 time: 0.0484 data_time: 0.0019 memory: 1097 2022/08/07 19:53:05 - mmengine - INFO - Epoch(val) [12][5680/6282] eta: 0:00:29 time: 0.0490 data_time: 0.0019 memory: 1097 2022/08/07 19:53:06 - mmengine - INFO - Epoch(val) [12][5700/6282] eta: 0:00:28 time: 0.0484 data_time: 0.0018 memory: 1097 2022/08/07 19:53:07 - mmengine - INFO - Epoch(val) [12][5720/6282] eta: 0:00:26 time: 0.0479 data_time: 0.0020 memory: 1130 2022/08/07 19:53:08 - mmengine - INFO - Epoch(val) [12][5740/6282] eta: 0:00:26 time: 0.0485 data_time: 0.0017 memory: 1130 2022/08/07 19:53:09 - mmengine - INFO - Epoch(val) [12][5760/6282] eta: 0:00:26 time: 0.0503 data_time: 0.0018 memory: 1130 2022/08/07 19:53:10 - mmengine - INFO - Epoch(val) [12][5780/6282] eta: 0:00:25 time: 0.0514 data_time: 0.0017 memory: 1130 2022/08/07 19:53:11 - mmengine - INFO - Epoch(val) [12][5800/6282] eta: 0:00:23 time: 0.0496 data_time: 0.0018 memory: 1130 2022/08/07 19:53:12 - mmengine - INFO - Epoch(val) [12][5820/6282] eta: 0:00:23 time: 0.0504 data_time: 0.0019 memory: 1130 2022/08/07 19:53:13 - mmengine - INFO - Epoch(val) [12][5840/6282] eta: 0:00:21 time: 0.0496 data_time: 0.0019 memory: 1118 2022/08/07 19:53:14 - mmengine - INFO - Epoch(val) [12][5860/6282] eta: 0:00:21 time: 0.0498 data_time: 0.0020 memory: 1118 2022/08/07 19:53:15 - mmengine - INFO - Epoch(val) [12][5880/6282] eta: 0:00:20 time: 0.0499 data_time: 0.0018 memory: 1118 2022/08/07 19:53:16 - mmengine - INFO - Epoch(val) [12][5900/6282] eta: 0:00:19 time: 0.0500 data_time: 0.0018 memory: 1118 2022/08/07 19:53:17 - mmengine - INFO - Epoch(val) [12][5920/6282] eta: 0:00:18 time: 0.0503 data_time: 0.0018 memory: 1118 2022/08/07 19:53:18 - mmengine - INFO - Epoch(val) [12][5940/6282] eta: 0:00:17 time: 0.0509 data_time: 0.0021 memory: 1097 2022/08/07 19:53:19 - mmengine - INFO - Epoch(val) [12][5960/6282] eta: 0:00:16 time: 0.0497 data_time: 0.0017 memory: 1097 2022/08/07 19:53:20 - mmengine - INFO - Epoch(val) [12][5980/6282] eta: 0:00:14 time: 0.0491 data_time: 0.0019 memory: 1097 2022/08/07 19:53:21 - mmengine - INFO - Epoch(val) [12][6000/6282] eta: 0:00:15 time: 0.0556 data_time: 0.0020 memory: 1155 2022/08/07 19:53:23 - mmengine - INFO - Epoch(val) [12][6020/6282] eta: 0:00:22 time: 0.0845 data_time: 0.0021 memory: 1155 2022/08/07 19:53:24 - mmengine - INFO - Epoch(val) [12][6040/6282] eta: 0:00:13 time: 0.0551 data_time: 0.0020 memory: 1155 2022/08/07 19:53:25 - mmengine - INFO - Epoch(val) [12][6060/6282] eta: 0:00:12 time: 0.0549 data_time: 0.0021 memory: 1155 2022/08/07 19:53:26 - mmengine - INFO - Epoch(val) [12][6080/6282] eta: 0:00:11 time: 0.0554 data_time: 0.0019 memory: 1155 2022/08/07 19:53:27 - mmengine - INFO - Epoch(val) [12][6100/6282] eta: 0:00:10 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 19:53:28 - mmengine - INFO - Epoch(val) [12][6120/6282] eta: 0:00:08 time: 0.0546 data_time: 0.0018 memory: 1155 2022/08/07 19:53:29 - mmengine - INFO - Epoch(val) [12][6140/6282] eta: 0:00:07 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 19:53:30 - mmengine - INFO - Epoch(val) [12][6160/6282] eta: 0:00:06 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 19:53:31 - mmengine - INFO - Epoch(val) [12][6180/6282] eta: 0:00:05 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 19:53:33 - mmengine - INFO - Epoch(val) [12][6200/6282] eta: 0:00:04 time: 0.0596 data_time: 0.0021 memory: 1155 2022/08/07 19:53:34 - mmengine - INFO - Epoch(val) [12][6220/6282] eta: 0:00:03 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 19:53:35 - mmengine - INFO - Epoch(val) [12][6240/6282] eta: 0:00:02 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 19:53:36 - mmengine - INFO - Epoch(val) [12][6260/6282] eta: 0:00:01 time: 0.0537 data_time: 0.0014 memory: 1155 2022/08/07 19:53:37 - mmengine - INFO - Epoch(val) [12][6280/6282] eta: 0:00:00 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 19:56:59 - mmengine - INFO - Epoch(val) [12][6282/6282] mAP/mAP@0.5IOU: 0.2492 2022/08/07 19:57:19 - mmengine - INFO - Epoch(train) [13][20/1441] lr: 2.0000e-02 eta: 2:59:13 time: 1.0088 data_time: 0.0995 memory: 23477 grad_norm: 0.1169 recall@thr=0.5: 0.8503 prec@thr=0.5: 0.8633 recall@top3: 0.8163 prec@top3: 0.7211 recall@top5: 0.9677 prec@top5: 0.5306 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 19:57:38 - mmengine - INFO - Epoch(train) [13][40/1441] lr: 2.0000e-02 eta: 2:58:54 time: 0.9450 data_time: 0.0208 memory: 23477 grad_norm: 0.1158 recall@thr=0.5: 0.8250 prec@thr=0.5: 0.8550 recall@top3: 0.8625 prec@top3: 0.6583 recall@top5: 0.9500 prec@top5: 0.4500 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 19:57:56 - mmengine - INFO - Epoch(train) [13][60/1441] lr: 2.0000e-02 eta: 2:58:35 time: 0.9150 data_time: 0.0234 memory: 23477 grad_norm: 0.1186 recall@thr=0.5: 0.7326 prec@thr=0.5: 0.8074 recall@top3: 0.8044 prec@top3: 0.7259 recall@top5: 0.9037 prec@top5: 0.5067 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 19:58:14 - mmengine - INFO - Epoch(train) [13][80/1441] lr: 2.0000e-02 eta: 2:58:16 time: 0.9051 data_time: 0.0202 memory: 23477 grad_norm: 0.1197 recall@thr=0.5: 0.7040 prec@thr=0.5: 0.8333 recall@top3: 0.8060 prec@top3: 0.5714 recall@top5: 0.9397 prec@top5: 0.4190 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 19:58:33 - mmengine - INFO - Epoch(train) [13][100/1441] lr: 2.0000e-02 eta: 2:57:58 time: 0.9462 data_time: 0.0245 memory: 23477 grad_norm: 0.1173 recall@thr=0.5: 0.8284 prec@thr=0.5: 0.8578 recall@top3: 0.8775 prec@top3: 0.7549 recall@top5: 0.9804 prec@top5: 0.5176 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 19:58:51 - mmengine - INFO - Epoch(train) [13][120/1441] lr: 2.0000e-02 eta: 2:57:39 time: 0.9042 data_time: 0.0228 memory: 23477 grad_norm: 0.1185 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.7200 recall@top3: 0.8611 prec@top3: 0.6222 recall@top5: 0.9370 prec@top5: 0.4044 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 19:59:10 - mmengine - INFO - Epoch(train) [13][140/1441] lr: 2.0000e-02 eta: 2:57:20 time: 0.9360 data_time: 0.0232 memory: 23477 grad_norm: 0.1201 recall@thr=0.5: 0.7840 prec@thr=0.5: 0.8214 recall@top3: 0.8776 prec@top3: 0.7279 recall@top5: 0.9728 prec@top5: 0.4939 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 19:59:29 - mmengine - INFO - Epoch(train) [13][160/1441] lr: 2.0000e-02 eta: 2:57:01 time: 0.9417 data_time: 0.0205 memory: 23477 grad_norm: 0.1186 recall@thr=0.5: 0.7588 prec@thr=0.5: 0.8465 recall@top3: 0.9000 prec@top3: 0.7193 recall@top5: 0.9719 prec@top5: 0.4947 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 19:59:48 - mmengine - INFO - Epoch(train) [13][180/1441] lr: 2.0000e-02 eta: 2:56:43 time: 0.9424 data_time: 0.0253 memory: 23477 grad_norm: 0.1169 recall@thr=0.5: 0.7993 prec@thr=0.5: 0.8556 recall@top3: 0.8726 prec@top3: 0.7481 recall@top5: 0.9511 prec@top5: 0.5022 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:00:06 - mmengine - INFO - Epoch(train) [13][200/1441] lr: 2.0000e-02 eta: 2:56:24 time: 0.9067 data_time: 0.0218 memory: 23477 grad_norm: 0.1179 recall@thr=0.5: 0.6895 prec@thr=0.5: 0.7697 recall@top3: 0.8061 prec@top3: 0.6316 recall@top5: 0.9281 prec@top5: 0.4526 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:00:25 - mmengine - INFO - Epoch(train) [13][220/1441] lr: 2.0000e-02 eta: 2:56:05 time: 0.9405 data_time: 0.0236 memory: 23477 grad_norm: 0.1183 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7762 recall@top3: 0.8735 prec@top3: 0.6420 recall@top5: 0.9506 prec@top5: 0.4259 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 20:00:43 - mmengine - INFO - Epoch(train) [13][240/1441] lr: 2.0000e-02 eta: 2:55:46 time: 0.9345 data_time: 0.0211 memory: 23477 grad_norm: 0.1217 recall@thr=0.5: 0.7504 prec@thr=0.5: 0.8444 recall@top3: 0.7952 prec@top3: 0.6444 recall@top5: 0.8926 prec@top5: 0.4400 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 20:01:02 - mmengine - INFO - Epoch(train) [13][260/1441] lr: 2.0000e-02 eta: 2:55:27 time: 0.9153 data_time: 0.0248 memory: 23477 grad_norm: 0.1159 recall@thr=0.5: 0.6806 prec@thr=0.5: 0.8492 recall@top3: 0.8194 prec@top3: 0.6825 recall@top5: 0.9266 prec@top5: 0.4762 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 20:01:20 - mmengine - INFO - Epoch(train) [13][280/1441] lr: 2.0000e-02 eta: 2:55:08 time: 0.9108 data_time: 0.0209 memory: 23477 grad_norm: 0.1147 recall@thr=0.5: 0.8156 prec@thr=0.5: 0.8741 recall@top3: 0.8441 prec@top3: 0.6815 recall@top5: 0.9530 prec@top5: 0.4800 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 20:01:39 - mmengine - INFO - Epoch(train) [13][300/1441] lr: 2.0000e-02 eta: 2:54:50 time: 0.9520 data_time: 0.0300 memory: 23477 grad_norm: 0.1191 recall@thr=0.5: 0.7767 prec@thr=0.5: 0.8302 recall@top3: 0.7767 prec@top3: 0.6855 recall@top5: 0.9758 prec@top5: 0.5245 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 20:01:58 - mmengine - INFO - Epoch(train) [13][320/1441] lr: 2.0000e-02 eta: 2:54:31 time: 0.9254 data_time: 0.0212 memory: 23477 grad_norm: 0.1179 recall@thr=0.5: 0.6637 prec@thr=0.5: 0.7417 recall@top3: 0.7870 prec@top3: 0.6333 recall@top5: 0.9170 prec@top5: 0.4440 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 20:02:16 - mmengine - INFO - Epoch(train) [13][340/1441] lr: 2.0000e-02 eta: 2:54:12 time: 0.9279 data_time: 0.0244 memory: 23477 grad_norm: 0.1191 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8222 recall@top3: 0.8685 prec@top3: 0.6593 recall@top5: 0.9481 prec@top5: 0.4356 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:02:34 - mmengine - INFO - Epoch(train) [13][360/1441] lr: 2.0000e-02 eta: 2:53:53 time: 0.9131 data_time: 0.0236 memory: 23477 grad_norm: 0.1201 recall@thr=0.5: 0.7183 prec@thr=0.5: 0.8611 recall@top3: 0.8588 prec@top3: 0.7516 recall@top5: 0.9641 prec@top5: 0.5137 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 20:02:52 - mmengine - INFO - Epoch(train) [13][380/1441] lr: 2.0000e-02 eta: 2:53:34 time: 0.8985 data_time: 0.0252 memory: 23477 grad_norm: 0.1199 recall@thr=0.5: 0.8130 prec@thr=0.5: 0.8548 recall@top3: 0.8333 prec@top3: 0.6963 recall@top5: 0.9704 prec@top5: 0.4978 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 20:03:11 - mmengine - INFO - Epoch(train) [13][400/1441] lr: 2.0000e-02 eta: 2:53:16 time: 0.9303 data_time: 0.0206 memory: 23477 grad_norm: 0.1179 recall@thr=0.5: 0.8217 prec@thr=0.5: 0.8163 recall@top3: 0.8198 prec@top3: 0.6822 recall@top5: 0.9593 prec@top5: 0.4884 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 20:03:30 - mmengine - INFO - Epoch(train) [13][420/1441] lr: 2.0000e-02 eta: 2:52:57 time: 0.9389 data_time: 0.0240 memory: 23477 grad_norm: 0.1154 recall@thr=0.5: 0.6940 prec@thr=0.5: 0.8079 recall@top3: 0.7635 prec@top3: 0.6984 recall@top5: 0.9317 prec@top5: 0.5190 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 20:03:48 - mmengine - INFO - Epoch(train) [13][440/1441] lr: 2.0000e-02 eta: 2:52:38 time: 0.9197 data_time: 0.0272 memory: 23477 grad_norm: 0.1175 recall@thr=0.5: 0.9062 prec@thr=0.5: 0.8624 recall@top3: 0.9519 prec@top3: 0.7674 recall@top5: 0.9884 prec@top5: 0.4884 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 20:04:07 - mmengine - INFO - Epoch(train) [13][460/1441] lr: 2.0000e-02 eta: 2:52:20 time: 0.9505 data_time: 0.0349 memory: 23477 grad_norm: 0.1175 recall@thr=0.5: 0.7148 prec@thr=0.5: 0.7803 recall@top3: 0.8398 prec@top3: 0.7045 recall@top5: 0.9284 prec@top5: 0.4727 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 20:04:26 - mmengine - INFO - Epoch(train) [13][480/1441] lr: 2.0000e-02 eta: 2:52:01 time: 0.9287 data_time: 0.0227 memory: 23477 grad_norm: 0.1194 recall@thr=0.5: 0.7888 prec@thr=0.5: 0.8758 recall@top3: 0.8578 prec@top3: 0.6735 recall@top5: 0.9490 prec@top5: 0.4653 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 20:04:45 - mmengine - INFO - Epoch(train) [13][500/1441] lr: 2.0000e-02 eta: 2:51:42 time: 0.9552 data_time: 0.0231 memory: 23477 grad_norm: 0.1169 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.8148 recall@top3: 0.8105 prec@top3: 0.6975 recall@top5: 0.9299 prec@top5: 0.4963 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 20:05:03 - mmengine - INFO - Epoch(train) [13][520/1441] lr: 2.0000e-02 eta: 2:51:24 time: 0.9213 data_time: 0.0207 memory: 23477 grad_norm: 0.1178 recall@thr=0.5: 0.8475 prec@thr=0.5: 0.9433 recall@top3: 0.9291 prec@top3: 0.7447 recall@top5: 0.9805 prec@top5: 0.4809 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 20:05:22 - mmengine - INFO - Epoch(train) [13][540/1441] lr: 2.0000e-02 eta: 2:51:05 time: 0.9325 data_time: 0.0279 memory: 23477 grad_norm: 0.1182 recall@thr=0.5: 0.8740 prec@thr=0.5: 0.9322 recall@top3: 0.8992 prec@top3: 0.7752 recall@top5: 0.9748 prec@top5: 0.5163 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 20:05:40 - mmengine - INFO - Epoch(train) [13][560/1441] lr: 2.0000e-02 eta: 2:50:46 time: 0.9189 data_time: 0.0224 memory: 23477 grad_norm: 0.1188 recall@thr=0.5: 0.6632 prec@thr=0.5: 0.7862 recall@top3: 0.7623 prec@top3: 0.6981 recall@top5: 0.9233 prec@top5: 0.5547 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 20:05:58 - mmengine - INFO - Epoch(train) [13][580/1441] lr: 2.0000e-02 eta: 2:50:27 time: 0.9116 data_time: 0.0251 memory: 23477 grad_norm: 0.1216 recall@thr=0.5: 0.6630 prec@thr=0.5: 0.7407 recall@top3: 0.7222 prec@top3: 0.5111 recall@top5: 0.9111 prec@top5: 0.4044 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 20:06:17 - mmengine - INFO - Epoch(train) [13][600/1441] lr: 2.0000e-02 eta: 2:50:09 time: 0.9454 data_time: 0.0257 memory: 23477 grad_norm: 0.1184 recall@thr=0.5: 0.6907 prec@thr=0.5: 0.7532 recall@top3: 0.8404 prec@top3: 0.6538 recall@top5: 0.9696 prec@top5: 0.4577 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 20:06:36 - mmengine - INFO - Epoch(train) [13][620/1441] lr: 2.0000e-02 eta: 2:49:50 time: 0.9184 data_time: 0.0242 memory: 23477 grad_norm: 0.1202 recall@thr=0.5: 0.8033 prec@thr=0.5: 0.8500 recall@top3: 0.8600 prec@top3: 0.5733 recall@top5: 0.9000 prec@top5: 0.3600 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 20:06:54 - mmengine - INFO - Epoch(train) [13][640/1441] lr: 2.0000e-02 eta: 2:49:31 time: 0.9205 data_time: 0.0220 memory: 23477 grad_norm: 0.1193 recall@thr=0.5: 0.8385 prec@thr=0.5: 0.8576 recall@top3: 0.9271 prec@top3: 0.8194 recall@top5: 0.9948 prec@top5: 0.5375 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 20:07:13 - mmengine - INFO - Epoch(train) [13][660/1441] lr: 2.0000e-02 eta: 2:49:12 time: 0.9397 data_time: 0.0241 memory: 23477 grad_norm: 0.1208 recall@thr=0.5: 0.7385 prec@thr=0.5: 0.7481 recall@top3: 0.7900 prec@top3: 0.6296 recall@top5: 0.9133 prec@top5: 0.4533 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 20:07:31 - mmengine - INFO - Epoch(train) [13][680/1441] lr: 2.0000e-02 eta: 2:48:53 time: 0.9058 data_time: 0.0264 memory: 23477 grad_norm: 0.1172 recall@thr=0.5: 0.7080 prec@thr=0.5: 0.8062 recall@top3: 0.8123 prec@top3: 0.7391 recall@top5: 0.9246 prec@top5: 0.5130 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 20:07:50 - mmengine - INFO - Epoch(train) [13][700/1441] lr: 2.0000e-02 eta: 2:48:35 time: 0.9449 data_time: 0.0308 memory: 23477 grad_norm: 0.1164 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.8074 recall@top3: 0.8389 prec@top3: 0.7259 recall@top5: 0.9333 prec@top5: 0.4978 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 20:07:57 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 20:08:08 - mmengine - INFO - Epoch(train) [13][720/1441] lr: 2.0000e-02 eta: 2:48:16 time: 0.9133 data_time: 0.0269 memory: 23477 grad_norm: 0.1218 recall@thr=0.5: 0.7430 prec@thr=0.5: 0.8111 recall@top3: 0.8193 prec@top3: 0.6741 recall@top5: 0.9463 prec@top5: 0.4667 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:08:27 - mmengine - INFO - Epoch(train) [13][740/1441] lr: 2.0000e-02 eta: 2:47:57 time: 0.9359 data_time: 0.0252 memory: 23477 grad_norm: 0.1193 recall@thr=0.5: 0.8376 prec@thr=0.5: 0.8779 recall@top3: 0.8725 prec@top3: 0.7674 recall@top5: 0.9574 prec@top5: 0.5163 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 20:08:46 - mmengine - INFO - Epoch(train) [13][760/1441] lr: 2.0000e-02 eta: 2:47:38 time: 0.9326 data_time: 0.0309 memory: 23477 grad_norm: 0.1190 recall@thr=0.5: 0.6553 prec@thr=0.5: 0.7500 recall@top3: 0.9034 prec@top3: 0.7045 recall@top5: 0.9602 prec@top5: 0.4591 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 20:09:04 - mmengine - INFO - Epoch(train) [13][780/1441] lr: 2.0000e-02 eta: 2:47:19 time: 0.9006 data_time: 0.0291 memory: 23477 grad_norm: 0.1165 recall@thr=0.5: 0.8198 prec@thr=0.5: 0.8896 recall@top3: 0.8716 prec@top3: 0.6757 recall@top5: 0.9617 prec@top5: 0.4595 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 20:09:22 - mmengine - INFO - Epoch(train) [13][800/1441] lr: 2.0000e-02 eta: 2:47:00 time: 0.9164 data_time: 0.0227 memory: 23477 grad_norm: 0.1179 recall@thr=0.5: 0.8856 prec@thr=0.5: 0.8938 recall@top3: 0.9477 prec@top3: 0.7778 recall@top5: 0.9886 prec@top5: 0.4941 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 20:09:40 - mmengine - INFO - Epoch(train) [13][820/1441] lr: 2.0000e-02 eta: 2:46:41 time: 0.9051 data_time: 0.0253 memory: 23477 grad_norm: 0.1223 recall@thr=0.5: 0.7025 prec@thr=0.5: 0.7609 recall@top3: 0.7888 prec@top3: 0.5725 recall@top5: 0.9094 prec@top5: 0.4130 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 20:09:58 - mmengine - INFO - Epoch(train) [13][840/1441] lr: 2.0000e-02 eta: 2:46:22 time: 0.9191 data_time: 0.0241 memory: 23477 grad_norm: 0.1190 recall@thr=0.5: 0.8411 prec@thr=0.5: 0.9147 recall@top3: 0.8876 prec@top3: 0.7829 recall@top5: 0.9264 prec@top5: 0.4977 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 20:10:17 - mmengine - INFO - Epoch(train) [13][860/1441] lr: 2.0000e-02 eta: 2:46:03 time: 0.9034 data_time: 0.0266 memory: 23477 grad_norm: 0.1206 recall@thr=0.5: 0.7717 prec@thr=0.5: 0.8170 recall@top3: 0.7862 prec@top3: 0.6884 recall@top5: 0.9475 prec@top5: 0.5043 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 20:10:35 - mmengine - INFO - Epoch(train) [13][880/1441] lr: 2.0000e-02 eta: 2:45:45 time: 0.9234 data_time: 0.0229 memory: 23477 grad_norm: 0.1164 recall@thr=0.5: 0.7123 prec@thr=0.5: 0.8155 recall@top3: 0.7917 prec@top3: 0.7381 recall@top5: 0.9167 prec@top5: 0.5048 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 20:10:53 - mmengine - INFO - Epoch(train) [13][900/1441] lr: 2.0000e-02 eta: 2:45:26 time: 0.9206 data_time: 0.0255 memory: 23477 grad_norm: 0.1187 recall@thr=0.5: 0.7944 prec@thr=0.5: 0.8074 recall@top3: 0.8241 prec@top3: 0.6815 recall@top5: 0.9611 prec@top5: 0.4800 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 20:11:12 - mmengine - INFO - Epoch(train) [13][920/1441] lr: 2.0000e-02 eta: 2:45:07 time: 0.9254 data_time: 0.0257 memory: 23477 grad_norm: 0.1206 recall@thr=0.5: 0.9211 prec@thr=0.5: 0.8925 recall@top3: 0.9474 prec@top3: 0.6754 recall@top5: 1.0000 prec@top5: 0.4368 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 20:11:30 - mmengine - INFO - Epoch(train) [13][940/1441] lr: 2.0000e-02 eta: 2:44:48 time: 0.9075 data_time: 0.0262 memory: 23477 grad_norm: 0.1168 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7293 recall@top3: 0.7699 prec@top3: 0.6377 recall@top5: 0.8986 prec@top5: 0.4565 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 20:11:48 - mmengine - INFO - Epoch(train) [13][960/1441] lr: 2.0000e-02 eta: 2:44:29 time: 0.9168 data_time: 0.0278 memory: 23477 grad_norm: 0.1173 recall@thr=0.5: 0.8063 prec@thr=0.5: 0.8153 recall@top3: 0.8784 prec@top3: 0.6216 recall@top5: 0.9392 prec@top5: 0.4108 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 20:12:07 - mmengine - INFO - Epoch(train) [13][980/1441] lr: 2.0000e-02 eta: 2:44:10 time: 0.9264 data_time: 0.0244 memory: 23477 grad_norm: 0.1163 recall@thr=0.5: 0.7439 prec@thr=0.5: 0.7633 recall@top3: 0.7814 prec@top3: 0.7045 recall@top5: 0.9045 prec@top5: 0.5000 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 20:12:25 - mmengine - INFO - Epoch(train) [13][1000/1441] lr: 2.0000e-02 eta: 2:43:51 time: 0.8962 data_time: 0.0246 memory: 23477 grad_norm: 0.1226 recall@thr=0.5: 0.7065 prec@thr=0.5: 0.6782 recall@top3: 0.7806 prec@top3: 0.5833 recall@top5: 0.8556 prec@top5: 0.3944 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 20:12:43 - mmengine - INFO - Epoch(train) [13][1020/1441] lr: 2.0000e-02 eta: 2:43:32 time: 0.8956 data_time: 0.0243 memory: 23477 grad_norm: 0.1238 recall@thr=0.5: 0.8289 prec@thr=0.5: 0.8527 recall@top3: 0.8524 prec@top3: 0.7143 recall@top5: 0.9494 prec@top5: 0.5000 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 20:13:01 - mmengine - INFO - Epoch(train) [13][1040/1441] lr: 2.0000e-02 eta: 2:43:13 time: 0.9130 data_time: 0.0245 memory: 23477 grad_norm: 0.1213 recall@thr=0.5: 0.7765 prec@thr=0.5: 0.9167 recall@top3: 0.8371 prec@top3: 0.7273 recall@top5: 0.9508 prec@top5: 0.5091 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 20:13:19 - mmengine - INFO - Epoch(train) [13][1060/1441] lr: 2.0000e-02 eta: 2:42:54 time: 0.8973 data_time: 0.0246 memory: 23477 grad_norm: 0.1196 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.8545 recall@top3: 0.8423 prec@top3: 0.7262 recall@top5: 0.9479 prec@top5: 0.5000 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:13:37 - mmengine - INFO - Epoch(train) [13][1080/1441] lr: 2.0000e-02 eta: 2:42:35 time: 0.9106 data_time: 0.0236 memory: 23477 grad_norm: 0.1204 recall@thr=0.5: 0.8733 prec@thr=0.5: 0.8537 recall@top3: 0.8837 prec@top3: 0.7111 recall@top5: 0.9770 prec@top5: 0.4889 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 20:13:55 - mmengine - INFO - Epoch(train) [13][1100/1441] lr: 2.0000e-02 eta: 2:42:16 time: 0.9057 data_time: 0.0225 memory: 23477 grad_norm: 0.1251 recall@thr=0.5: 0.7366 prec@thr=0.5: 0.9106 recall@top3: 0.8707 prec@top3: 0.7724 recall@top5: 0.9577 prec@top5: 0.5171 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:14:13 - mmengine - INFO - Epoch(train) [13][1120/1441] lr: 2.0000e-02 eta: 2:41:57 time: 0.8993 data_time: 0.0228 memory: 23477 grad_norm: 0.1190 recall@thr=0.5: 0.7537 prec@thr=0.5: 0.8067 recall@top3: 0.8259 prec@top3: 0.7185 recall@top5: 0.9611 prec@top5: 0.5067 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 20:14:31 - mmengine - INFO - Epoch(train) [13][1140/1441] lr: 2.0000e-02 eta: 2:41:38 time: 0.9073 data_time: 0.0252 memory: 23477 grad_norm: 0.1207 recall@thr=0.5: 0.8093 prec@thr=0.5: 0.8513 recall@top3: 0.8702 prec@top3: 0.6923 recall@top5: 0.9615 prec@top5: 0.4692 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 20:14:49 - mmengine - INFO - Epoch(train) [13][1160/1441] lr: 2.0000e-02 eta: 2:41:19 time: 0.8971 data_time: 0.0232 memory: 23477 grad_norm: 0.1196 recall@thr=0.5: 0.9057 prec@thr=0.5: 0.8772 recall@top3: 0.8967 prec@top3: 0.6504 recall@top5: 0.9829 prec@top5: 0.4488 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:15:08 - mmengine - INFO - Epoch(train) [13][1180/1441] lr: 2.0000e-02 eta: 2:41:00 time: 0.9079 data_time: 0.0261 memory: 23477 grad_norm: 0.1208 recall@thr=0.5: 0.7196 prec@thr=0.5: 0.7484 recall@top3: 0.7981 prec@top3: 0.6667 recall@top5: 0.8798 prec@top5: 0.4462 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:15:26 - mmengine - INFO - Epoch(train) [13][1200/1441] lr: 2.0000e-02 eta: 2:40:41 time: 0.9169 data_time: 0.0272 memory: 23477 grad_norm: 0.1220 recall@thr=0.5: 0.7404 prec@thr=0.5: 0.8399 recall@top3: 0.9105 prec@top3: 0.7018 recall@top5: 0.9649 prec@top5: 0.4579 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 20:15:44 - mmengine - INFO - Epoch(train) [13][1220/1441] lr: 2.0000e-02 eta: 2:40:22 time: 0.9000 data_time: 0.0249 memory: 23477 grad_norm: 0.1221 recall@thr=0.5: 0.7897 prec@thr=0.5: 0.8032 recall@top3: 0.8663 prec@top3: 0.7163 recall@top5: 0.9610 prec@top5: 0.4979 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 20:16:02 - mmengine - INFO - Epoch(train) [13][1240/1441] lr: 2.0000e-02 eta: 2:40:03 time: 0.9047 data_time: 0.0211 memory: 23477 grad_norm: 0.1210 recall@thr=0.5: 0.7210 prec@thr=0.5: 0.7228 recall@top3: 0.8138 prec@top3: 0.6232 recall@top5: 0.9370 prec@top5: 0.4435 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 20:16:21 - mmengine - INFO - Epoch(train) [13][1260/1441] lr: 2.0000e-02 eta: 2:39:45 time: 0.9392 data_time: 0.0251 memory: 23477 grad_norm: 0.1230 recall@thr=0.5: 0.7995 prec@thr=0.5: 0.8077 recall@top3: 0.8423 prec@top3: 0.6036 recall@top5: 0.9414 prec@top5: 0.4216 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 20:16:39 - mmengine - INFO - Epoch(train) [13][1280/1441] lr: 2.0000e-02 eta: 2:39:26 time: 0.9093 data_time: 0.0344 memory: 23477 grad_norm: 0.1177 recall@thr=0.5: 0.8021 prec@thr=0.5: 0.7833 recall@top3: 0.8333 prec@top3: 0.5667 recall@top5: 0.9750 prec@top5: 0.4150 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 20:16:57 - mmengine - INFO - Epoch(train) [13][1300/1441] lr: 2.0000e-02 eta: 2:39:07 time: 0.8938 data_time: 0.0253 memory: 23477 grad_norm: 0.1189 recall@thr=0.5: 0.8443 prec@thr=0.5: 0.8255 recall@top3: 0.9009 prec@top3: 0.7170 recall@top5: 0.9151 prec@top5: 0.4415 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:17:16 - mmengine - INFO - Epoch(train) [13][1320/1441] lr: 2.0000e-02 eta: 2:38:48 time: 0.9436 data_time: 0.0242 memory: 23477 grad_norm: 0.1166 recall@thr=0.5: 0.7415 prec@thr=0.5: 0.8697 recall@top3: 0.8932 prec@top3: 0.7350 recall@top5: 0.9936 prec@top5: 0.5077 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:17:33 - mmengine - INFO - Epoch(train) [13][1340/1441] lr: 2.0000e-02 eta: 2:38:29 time: 0.8863 data_time: 0.0260 memory: 23477 grad_norm: 0.1207 recall@thr=0.5: 0.7956 prec@thr=0.5: 0.8552 recall@top3: 0.9464 prec@top3: 0.7063 recall@top5: 0.9762 prec@top5: 0.4429 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 20:17:51 - mmengine - INFO - Epoch(train) [13][1360/1441] lr: 2.0000e-02 eta: 2:38:10 time: 0.9015 data_time: 0.0248 memory: 23477 grad_norm: 0.1231 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.8636 recall@top3: 0.8939 prec@top3: 0.6667 recall@top5: 0.9394 prec@top5: 0.4303 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 20:18:10 - mmengine - INFO - Epoch(train) [13][1380/1441] lr: 2.0000e-02 eta: 2:37:51 time: 0.9420 data_time: 0.0252 memory: 23477 grad_norm: 0.1202 recall@thr=0.5: 0.8200 prec@thr=0.5: 0.8550 recall@top3: 0.8467 prec@top3: 0.7067 recall@top5: 0.9867 prec@top5: 0.5120 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 20:18:29 - mmengine - INFO - Epoch(train) [13][1400/1441] lr: 2.0000e-02 eta: 2:37:32 time: 0.9096 data_time: 0.0231 memory: 23477 grad_norm: 0.1182 recall@thr=0.5: 0.7925 prec@thr=0.5: 0.8784 recall@top3: 0.8382 prec@top3: 0.7778 recall@top5: 0.9739 prec@top5: 0.5529 loss_action_cls: 0.0298 loss: 0.0298 2022/08/07 20:18:47 - mmengine - INFO - Epoch(train) [13][1420/1441] lr: 2.0000e-02 eta: 2:37:14 time: 0.9355 data_time: 0.0313 memory: 23477 grad_norm: 0.1185 recall@thr=0.5: 0.8153 prec@thr=0.5: 0.8649 recall@top3: 0.8536 prec@top3: 0.7207 recall@top5: 0.9820 prec@top5: 0.5135 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 20:19:05 - mmengine - INFO - Epoch(train) [13][1440/1441] lr: 2.0000e-02 eta: 2:36:54 time: 0.8771 data_time: 0.0248 memory: 23477 grad_norm: 0.1235 recall@thr=0.5: 0.7271 prec@thr=0.5: 0.7778 recall@top3: 0.8203 prec@top3: 0.6013 recall@top5: 0.9510 prec@top5: 0.4196 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 20:19:06 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 20:19:06 - mmengine - INFO - Epoch(train) [13][1441/1441] lr: 2.0000e-02 eta: 2:36:54 time: 0.8839 data_time: 0.0268 memory: 12197 grad_norm: 0.1251 recall@thr=0.5: 0.8261 prec@thr=0.5: 0.8587 recall@top3: 0.7681 prec@top3: 0.7101 recall@top5: 0.9674 prec@top5: 0.5478 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:19:06 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/08/07 20:19:12 - mmengine - INFO - Epoch(val) [13][20/6282] eta: 0:05:10 time: 0.0496 data_time: 0.0042 memory: 1084 2022/08/07 20:19:13 - mmengine - INFO - Epoch(val) [13][40/6282] eta: 0:04:47 time: 0.0460 data_time: 0.0017 memory: 1084 2022/08/07 20:19:14 - mmengine - INFO - Epoch(val) [13][60/6282] eta: 0:04:46 time: 0.0460 data_time: 0.0017 memory: 1084 2022/08/07 20:19:15 - mmengine - INFO - Epoch(val) [13][80/6282] eta: 0:04:44 time: 0.0459 data_time: 0.0017 memory: 1084 2022/08/07 20:19:16 - mmengine - INFO - Epoch(val) [13][100/6282] eta: 0:04:49 time: 0.0469 data_time: 0.0018 memory: 1084 2022/08/07 20:19:17 - mmengine - INFO - Epoch(val) [13][120/6282] eta: 0:05:59 time: 0.0583 data_time: 0.0025 memory: 1155 2022/08/07 20:19:19 - mmengine - INFO - Epoch(val) [13][140/6282] eta: 0:06:04 time: 0.0594 data_time: 0.0017 memory: 1155 2022/08/07 20:19:20 - mmengine - INFO - Epoch(val) [13][160/6282] eta: 0:05:59 time: 0.0587 data_time: 0.0020 memory: 1155 2022/08/07 20:19:21 - mmengine - INFO - Epoch(val) [13][180/6282] eta: 0:05:57 time: 0.0586 data_time: 0.0022 memory: 1155 2022/08/07 20:19:22 - mmengine - INFO - Epoch(val) [13][200/6282] eta: 0:05:35 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 20:19:23 - mmengine - INFO - Epoch(val) [13][220/6282] eta: 0:05:07 time: 0.0507 data_time: 0.0025 memory: 1097 2022/08/07 20:19:24 - mmengine - INFO - Epoch(val) [13][240/6282] eta: 0:05:06 time: 0.0508 data_time: 0.0019 memory: 1097 2022/08/07 20:19:26 - mmengine - INFO - Epoch(val) [13][260/6282] eta: 0:07:33 time: 0.0754 data_time: 0.0028 memory: 1097 2022/08/07 20:19:27 - mmengine - INFO - Epoch(val) [13][280/6282] eta: 0:04:55 time: 0.0492 data_time: 0.0018 memory: 1097 2022/08/07 20:19:28 - mmengine - INFO - Epoch(val) [13][300/6282] eta: 0:05:19 time: 0.0534 data_time: 0.0019 memory: 1155 2022/08/07 20:19:29 - mmengine - INFO - Epoch(val) [13][320/6282] eta: 0:05:59 time: 0.0603 data_time: 0.0018 memory: 1155 2022/08/07 20:19:30 - mmengine - INFO - Epoch(val) [13][340/6282] eta: 0:05:41 time: 0.0575 data_time: 0.0018 memory: 1155 2022/08/07 20:19:31 - mmengine - INFO - Epoch(val) [13][360/6282] eta: 0:05:33 time: 0.0562 data_time: 0.0018 memory: 1155 2022/08/07 20:19:32 - mmengine - INFO - Epoch(val) [13][380/6282] eta: 0:05:50 time: 0.0593 data_time: 0.0025 memory: 1155 2022/08/07 20:19:33 - mmengine - INFO - Epoch(val) [13][400/6282] eta: 0:05:22 time: 0.0549 data_time: 0.0018 memory: 1155 2022/08/07 20:19:34 - mmengine - INFO - Epoch(val) [13][420/6282] eta: 0:04:42 time: 0.0483 data_time: 0.0019 memory: 1101 2022/08/07 20:19:35 - mmengine - INFO - Epoch(val) [13][440/6282] eta: 0:04:39 time: 0.0478 data_time: 0.0018 memory: 1101 2022/08/07 20:19:36 - mmengine - INFO - Epoch(val) [13][460/6282] eta: 0:04:37 time: 0.0476 data_time: 0.0018 memory: 1101 2022/08/07 20:19:37 - mmengine - INFO - Epoch(val) [13][480/6282] eta: 0:04:36 time: 0.0477 data_time: 0.0018 memory: 1101 2022/08/07 20:19:38 - mmengine - INFO - Epoch(val) [13][500/6282] eta: 0:04:26 time: 0.0461 data_time: 0.0017 memory: 1101 2022/08/07 20:19:39 - mmengine - INFO - Epoch(val) [13][520/6282] eta: 0:04:24 time: 0.0458 data_time: 0.0016 memory: 1097 2022/08/07 20:19:40 - mmengine - INFO - Epoch(val) [13][540/6282] eta: 0:04:21 time: 0.0455 data_time: 0.0017 memory: 1097 2022/08/07 20:19:41 - mmengine - INFO - Epoch(val) [13][560/6282] eta: 0:04:27 time: 0.0467 data_time: 0.0019 memory: 1097 2022/08/07 20:19:42 - mmengine - INFO - Epoch(val) [13][580/6282] eta: 0:05:05 time: 0.0536 data_time: 0.0030 memory: 1097 2022/08/07 20:19:43 - mmengine - INFO - Epoch(val) [13][600/6282] eta: 0:05:14 time: 0.0554 data_time: 0.0034 memory: 1097 2022/08/07 20:19:44 - mmengine - INFO - Epoch(val) [13][620/6282] eta: 0:04:52 time: 0.0516 data_time: 0.0021 memory: 1097 2022/08/07 20:19:46 - mmengine - INFO - Epoch(val) [13][640/6282] eta: 0:07:13 time: 0.0767 data_time: 0.0032 memory: 1094 2022/08/07 20:19:47 - mmengine - INFO - Epoch(val) [13][660/6282] eta: 0:05:02 time: 0.0538 data_time: 0.0031 memory: 1094 2022/08/07 20:19:48 - mmengine - INFO - Epoch(val) [13][680/6282] eta: 0:04:51 time: 0.0520 data_time: 0.0027 memory: 1094 2022/08/07 20:19:49 - mmengine - INFO - Epoch(val) [13][700/6282] eta: 0:04:49 time: 0.0518 data_time: 0.0023 memory: 1094 2022/08/07 20:19:50 - mmengine - INFO - Epoch(val) [13][720/6282] eta: 0:05:02 time: 0.0543 data_time: 0.0018 memory: 1155 2022/08/07 20:19:51 - mmengine - INFO - Epoch(val) [13][740/6282] eta: 0:05:41 time: 0.0617 data_time: 0.0023 memory: 1155 2022/08/07 20:19:52 - mmengine - INFO - Epoch(val) [13][760/6282] eta: 0:05:17 time: 0.0575 data_time: 0.0018 memory: 1155 2022/08/07 20:19:54 - mmengine - INFO - Epoch(val) [13][780/6282] eta: 0:05:24 time: 0.0590 data_time: 0.0018 memory: 1155 2022/08/07 20:19:55 - mmengine - INFO - Epoch(val) [13][800/6282] eta: 0:05:50 time: 0.0640 data_time: 0.0026 memory: 1155 2022/08/07 20:19:56 - mmengine - INFO - Epoch(val) [13][820/6282] eta: 0:04:58 time: 0.0546 data_time: 0.0022 memory: 1155 2022/08/07 20:19:57 - mmengine - INFO - Epoch(val) [13][840/6282] eta: 0:04:25 time: 0.0487 data_time: 0.0019 memory: 1097 2022/08/07 20:19:58 - mmengine - INFO - Epoch(val) [13][860/6282] eta: 0:04:19 time: 0.0479 data_time: 0.0018 memory: 1097 2022/08/07 20:19:59 - mmengine - INFO - Epoch(val) [13][880/6282] eta: 0:04:15 time: 0.0473 data_time: 0.0020 memory: 1097 2022/08/07 20:20:00 - mmengine - INFO - Epoch(val) [13][900/6282] eta: 0:04:14 time: 0.0472 data_time: 0.0017 memory: 1097 2022/08/07 20:20:01 - mmengine - INFO - Epoch(val) [13][920/6282] eta: 0:04:06 time: 0.0460 data_time: 0.0016 memory: 1097 2022/08/07 20:20:02 - mmengine - INFO - Epoch(val) [13][940/6282] eta: 0:07:17 time: 0.0819 data_time: 0.0020 memory: 1084 2022/08/07 20:20:03 - mmengine - INFO - Epoch(val) [13][960/6282] eta: 0:04:05 time: 0.0461 data_time: 0.0024 memory: 1084 2022/08/07 20:20:04 - mmengine - INFO - Epoch(val) [13][980/6282] eta: 0:04:03 time: 0.0460 data_time: 0.0022 memory: 1084 2022/08/07 20:20:05 - mmengine - INFO - Epoch(val) [13][1000/6282] eta: 0:04:24 time: 0.0501 data_time: 0.0027 memory: 1084 2022/08/07 20:20:06 - mmengine - INFO - Epoch(val) [13][1020/6282] eta: 0:04:03 time: 0.0463 data_time: 0.0024 memory: 1097 2022/08/07 20:20:07 - mmengine - INFO - Epoch(val) [13][1040/6282] eta: 0:04:09 time: 0.0476 data_time: 0.0019 memory: 1097 2022/08/07 20:20:08 - mmengine - INFO - Epoch(val) [13][1060/6282] eta: 0:04:03 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 20:20:09 - mmengine - INFO - Epoch(val) [13][1080/6282] eta: 0:04:09 time: 0.0481 data_time: 0.0020 memory: 1097 2022/08/07 20:20:10 - mmengine - INFO - Epoch(val) [13][1100/6282] eta: 0:04:36 time: 0.0533 data_time: 0.0027 memory: 1097 2022/08/07 20:20:11 - mmengine - INFO - Epoch(val) [13][1120/6282] eta: 0:04:32 time: 0.0528 data_time: 0.0022 memory: 1097 2022/08/07 20:20:12 - mmengine - INFO - Epoch(val) [13][1140/6282] eta: 0:04:35 time: 0.0537 data_time: 0.0029 memory: 1097 2022/08/07 20:20:13 - mmengine - INFO - Epoch(val) [13][1160/6282] eta: 0:04:33 time: 0.0534 data_time: 0.0023 memory: 1097 2022/08/07 20:20:14 - mmengine - INFO - Epoch(val) [13][1180/6282] eta: 0:04:32 time: 0.0535 data_time: 0.0027 memory: 1097 2022/08/07 20:20:16 - mmengine - INFO - Epoch(val) [13][1200/6282] eta: 0:06:34 time: 0.0776 data_time: 0.0023 memory: 1097 2022/08/07 20:20:17 - mmengine - INFO - Epoch(val) [13][1220/6282] eta: 0:04:33 time: 0.0540 data_time: 0.0026 memory: 1097 2022/08/07 20:20:18 - mmengine - INFO - Epoch(val) [13][1240/6282] eta: 0:05:25 time: 0.0647 data_time: 0.0029 memory: 1155 2022/08/07 20:20:20 - mmengine - INFO - Epoch(val) [13][1260/6282] eta: 0:05:08 time: 0.0615 data_time: 0.0027 memory: 1155 2022/08/07 20:20:21 - mmengine - INFO - Epoch(val) [13][1280/6282] eta: 0:05:21 time: 0.0642 data_time: 0.0035 memory: 1155 2022/08/07 20:20:22 - mmengine - INFO - Epoch(val) [13][1300/6282] eta: 0:05:14 time: 0.0632 data_time: 0.0028 memory: 1155 2022/08/07 20:20:23 - mmengine - INFO - Epoch(val) [13][1320/6282] eta: 0:04:36 time: 0.0556 data_time: 0.0018 memory: 1155 2022/08/07 20:20:24 - mmengine - INFO - Epoch(val) [13][1340/6282] eta: 0:04:33 time: 0.0554 data_time: 0.0017 memory: 1155 2022/08/07 20:20:26 - mmengine - INFO - Epoch(val) [13][1360/6282] eta: 0:04:51 time: 0.0593 data_time: 0.0021 memory: 1155 2022/08/07 20:20:27 - mmengine - INFO - Epoch(val) [13][1380/6282] eta: 0:04:33 time: 0.0558 data_time: 0.0020 memory: 1155 2022/08/07 20:20:28 - mmengine - INFO - Epoch(val) [13][1400/6282] eta: 0:04:31 time: 0.0556 data_time: 0.0019 memory: 1155 2022/08/07 20:20:29 - mmengine - INFO - Epoch(val) [13][1420/6282] eta: 0:04:44 time: 0.0585 data_time: 0.0020 memory: 1155 2022/08/07 20:20:30 - mmengine - INFO - Epoch(val) [13][1440/6282] eta: 0:04:33 time: 0.0566 data_time: 0.0017 memory: 1155 2022/08/07 20:20:31 - mmengine - INFO - Epoch(val) [13][1460/6282] eta: 0:04:38 time: 0.0577 data_time: 0.0021 memory: 1155 2022/08/07 20:20:33 - mmengine - INFO - Epoch(val) [13][1480/6282] eta: 0:04:38 time: 0.0579 data_time: 0.0019 memory: 1155 2022/08/07 20:20:34 - mmengine - INFO - Epoch(val) [13][1500/6282] eta: 0:04:34 time: 0.0575 data_time: 0.0017 memory: 1155 2022/08/07 20:20:35 - mmengine - INFO - Epoch(val) [13][1520/6282] eta: 0:06:17 time: 0.0793 data_time: 0.0020 memory: 1242 2022/08/07 20:20:37 - mmengine - INFO - Epoch(val) [13][1540/6282] eta: 0:05:30 time: 0.0696 data_time: 0.0023 memory: 1242 2022/08/07 20:20:38 - mmengine - INFO - Epoch(val) [13][1560/6282] eta: 0:05:28 time: 0.0695 data_time: 0.0020 memory: 1242 2022/08/07 20:20:40 - mmengine - INFO - Epoch(val) [13][1580/6282] eta: 0:05:30 time: 0.0703 data_time: 0.0021 memory: 1242 2022/08/07 20:20:41 - mmengine - INFO - Epoch(val) [13][1600/6282] eta: 0:05:19 time: 0.0682 data_time: 0.0019 memory: 1242 2022/08/07 20:20:42 - mmengine - INFO - Epoch(val) [13][1620/6282] eta: 0:05:38 time: 0.0726 data_time: 0.0027 memory: 1242 2022/08/07 20:20:43 - mmengine - INFO - Epoch(val) [13][1640/6282] eta: 0:04:13 time: 0.0546 data_time: 0.0017 memory: 1155 2022/08/07 20:20:45 - mmengine - INFO - Epoch(val) [13][1660/6282] eta: 0:04:14 time: 0.0551 data_time: 0.0017 memory: 1155 2022/08/07 20:20:46 - mmengine - INFO - Epoch(val) [13][1680/6282] eta: 0:04:31 time: 0.0591 data_time: 0.0032 memory: 1155 2022/08/07 20:20:47 - mmengine - INFO - Epoch(val) [13][1700/6282] eta: 0:04:12 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 20:20:48 - mmengine - INFO - Epoch(val) [13][1720/6282] eta: 0:04:30 time: 0.0592 data_time: 0.0025 memory: 1155 2022/08/07 20:20:49 - mmengine - INFO - Epoch(val) [13][1740/6282] eta: 0:04:45 time: 0.0629 data_time: 0.0021 memory: 1155 2022/08/07 20:20:51 - mmengine - INFO - Epoch(val) [13][1760/6282] eta: 0:04:42 time: 0.0624 data_time: 0.0028 memory: 1155 2022/08/07 20:20:52 - mmengine - INFO - Epoch(val) [13][1780/6282] eta: 0:04:29 time: 0.0599 data_time: 0.0019 memory: 1155 2022/08/07 20:20:53 - mmengine - INFO - Epoch(val) [13][1800/6282] eta: 0:04:29 time: 0.0600 data_time: 0.0027 memory: 1155 2022/08/07 20:20:54 - mmengine - INFO - Epoch(val) [13][1820/6282] eta: 0:04:12 time: 0.0565 data_time: 0.0020 memory: 1155 2022/08/07 20:20:56 - mmengine - INFO - Epoch(val) [13][1840/6282] eta: 0:06:11 time: 0.0837 data_time: 0.0027 memory: 1155 2022/08/07 20:20:57 - mmengine - INFO - Epoch(val) [13][1860/6282] eta: 0:04:31 time: 0.0614 data_time: 0.0028 memory: 1155 2022/08/07 20:20:58 - mmengine - INFO - Epoch(val) [13][1880/6282] eta: 0:04:23 time: 0.0599 data_time: 0.0019 memory: 1155 2022/08/07 20:20:59 - mmengine - INFO - Epoch(val) [13][1900/6282] eta: 0:04:25 time: 0.0606 data_time: 0.0020 memory: 1155 2022/08/07 20:21:01 - mmengine - INFO - Epoch(val) [13][1920/6282] eta: 0:04:10 time: 0.0575 data_time: 0.0019 memory: 1155 2022/08/07 20:21:02 - mmengine - INFO - Epoch(val) [13][1940/6282] eta: 0:04:14 time: 0.0586 data_time: 0.0023 memory: 1155 2022/08/07 20:21:03 - mmengine - INFO - Epoch(val) [13][1960/6282] eta: 0:03:30 time: 0.0487 data_time: 0.0021 memory: 1101 2022/08/07 20:21:04 - mmengine - INFO - Epoch(val) [13][1980/6282] eta: 0:03:17 time: 0.0458 data_time: 0.0017 memory: 1101 2022/08/07 20:21:05 - mmengine - INFO - Epoch(val) [13][2000/6282] eta: 0:03:24 time: 0.0476 data_time: 0.0020 memory: 1101 2022/08/07 20:21:06 - mmengine - INFO - Epoch(val) [13][2020/6282] eta: 0:03:27 time: 0.0486 data_time: 0.0027 memory: 1101 2022/08/07 20:21:07 - mmengine - INFO - Epoch(val) [13][2040/6282] eta: 0:03:25 time: 0.0485 data_time: 0.0021 memory: 1101 2022/08/07 20:21:08 - mmengine - INFO - Epoch(val) [13][2060/6282] eta: 0:03:20 time: 0.0475 data_time: 0.0019 memory: 1101 2022/08/07 20:21:09 - mmengine - INFO - Epoch(val) [13][2080/6282] eta: 0:03:20 time: 0.0478 data_time: 0.0019 memory: 1101 2022/08/07 20:21:09 - mmengine - INFO - Epoch(val) [13][2100/6282] eta: 0:03:24 time: 0.0490 data_time: 0.0018 memory: 1101 2022/08/07 20:21:10 - mmengine - INFO - Epoch(val) [13][2120/6282] eta: 0:03:20 time: 0.0482 data_time: 0.0018 memory: 1101 2022/08/07 20:21:11 - mmengine - INFO - Epoch(val) [13][2140/6282] eta: 0:03:13 time: 0.0467 data_time: 0.0019 memory: 1101 2022/08/07 20:21:12 - mmengine - INFO - Epoch(val) [13][2160/6282] eta: 0:03:14 time: 0.0472 data_time: 0.0018 memory: 1097 2022/08/07 20:21:13 - mmengine - INFO - Epoch(val) [13][2180/6282] eta: 0:03:26 time: 0.0503 data_time: 0.0021 memory: 1097 2022/08/07 20:21:14 - mmengine - INFO - Epoch(val) [13][2200/6282] eta: 0:03:17 time: 0.0483 data_time: 0.0017 memory: 1097 2022/08/07 20:21:16 - mmengine - INFO - Epoch(val) [13][2220/6282] eta: 0:04:44 time: 0.0701 data_time: 0.0018 memory: 1097 2022/08/07 20:21:17 - mmengine - INFO - Epoch(val) [13][2240/6282] eta: 0:03:16 time: 0.0486 data_time: 0.0019 memory: 1097 2022/08/07 20:21:18 - mmengine - INFO - Epoch(val) [13][2260/6282] eta: 0:03:18 time: 0.0493 data_time: 0.0021 memory: 1101 2022/08/07 20:21:19 - mmengine - INFO - Epoch(val) [13][2280/6282] eta: 0:03:06 time: 0.0467 data_time: 0.0018 memory: 1101 2022/08/07 20:21:20 - mmengine - INFO - Epoch(val) [13][2300/6282] eta: 0:03:15 time: 0.0490 data_time: 0.0018 memory: 1101 2022/08/07 20:21:21 - mmengine - INFO - Epoch(val) [13][2320/6282] eta: 0:03:19 time: 0.0504 data_time: 0.0022 memory: 1101 2022/08/07 20:21:22 - mmengine - INFO - Epoch(val) [13][2340/6282] eta: 0:03:15 time: 0.0497 data_time: 0.0019 memory: 1101 2022/08/07 20:21:23 - mmengine - INFO - Epoch(val) [13][2360/6282] eta: 0:03:15 time: 0.0498 data_time: 0.0018 memory: 1097 2022/08/07 20:21:24 - mmengine - INFO - Epoch(val) [13][2380/6282] eta: 0:03:12 time: 0.0494 data_time: 0.0020 memory: 1097 2022/08/07 20:21:25 - mmengine - INFO - Epoch(val) [13][2400/6282] eta: 0:03:16 time: 0.0506 data_time: 0.0020 memory: 1097 2022/08/07 20:21:26 - mmengine - INFO - Epoch(val) [13][2420/6282] eta: 0:03:35 time: 0.0557 data_time: 0.0028 memory: 1097 2022/08/07 20:21:27 - mmengine - INFO - Epoch(val) [13][2440/6282] eta: 0:03:29 time: 0.0546 data_time: 0.0027 memory: 1097 2022/08/07 20:21:28 - mmengine - INFO - Epoch(val) [13][2460/6282] eta: 0:03:55 time: 0.0616 data_time: 0.0030 memory: 1155 2022/08/07 20:21:29 - mmengine - INFO - Epoch(val) [13][2480/6282] eta: 0:03:49 time: 0.0605 data_time: 0.0026 memory: 1155 2022/08/07 20:21:31 - mmengine - INFO - Epoch(val) [13][2500/6282] eta: 0:03:54 time: 0.0619 data_time: 0.0024 memory: 1155 2022/08/07 20:21:32 - mmengine - INFO - Epoch(val) [13][2520/6282] eta: 0:03:41 time: 0.0590 data_time: 0.0020 memory: 1155 2022/08/07 20:21:33 - mmengine - INFO - Epoch(val) [13][2540/6282] eta: 0:03:36 time: 0.0579 data_time: 0.0020 memory: 1155 2022/08/07 20:21:34 - mmengine - INFO - Epoch(val) [13][2560/6282] eta: 0:03:37 time: 0.0585 data_time: 0.0019 memory: 1155 2022/08/07 20:21:36 - mmengine - INFO - Epoch(val) [13][2580/6282] eta: 0:05:06 time: 0.0828 data_time: 0.0020 memory: 1155 2022/08/07 20:21:37 - mmengine - INFO - Epoch(val) [13][2600/6282] eta: 0:03:33 time: 0.0580 data_time: 0.0019 memory: 1155 2022/08/07 20:21:38 - mmengine - INFO - Epoch(val) [13][2620/6282] eta: 0:03:37 time: 0.0593 data_time: 0.0018 memory: 1155 2022/08/07 20:21:39 - mmengine - INFO - Epoch(val) [13][2640/6282] eta: 0:03:36 time: 0.0596 data_time: 0.0022 memory: 1155 2022/08/07 20:21:41 - mmengine - INFO - Epoch(val) [13][2660/6282] eta: 0:04:24 time: 0.0729 data_time: 0.0031 memory: 1234 2022/08/07 20:21:42 - mmengine - INFO - Epoch(val) [13][2680/6282] eta: 0:04:20 time: 0.0723 data_time: 0.0029 memory: 1234 2022/08/07 20:21:44 - mmengine - INFO - Epoch(val) [13][2700/6282] eta: 0:04:20 time: 0.0727 data_time: 0.0027 memory: 1234 2022/08/07 20:21:45 - mmengine - INFO - Epoch(val) [13][2720/6282] eta: 0:04:17 time: 0.0722 data_time: 0.0027 memory: 1234 2022/08/07 20:21:47 - mmengine - INFO - Epoch(val) [13][2740/6282] eta: 0:03:58 time: 0.0674 data_time: 0.0024 memory: 1234 2022/08/07 20:21:48 - mmengine - INFO - Epoch(val) [13][2760/6282] eta: 0:02:52 time: 0.0489 data_time: 0.0019 memory: 1101 2022/08/07 20:21:49 - mmengine - INFO - Epoch(val) [13][2780/6282] eta: 0:02:50 time: 0.0486 data_time: 0.0020 memory: 1101 2022/08/07 20:21:49 - mmengine - INFO - Epoch(val) [13][2800/6282] eta: 0:02:48 time: 0.0483 data_time: 0.0019 memory: 1101 2022/08/07 20:21:50 - mmengine - INFO - Epoch(val) [13][2820/6282] eta: 0:02:45 time: 0.0478 data_time: 0.0020 memory: 1101 2022/08/07 20:21:51 - mmengine - INFO - Epoch(val) [13][2840/6282] eta: 0:02:42 time: 0.0473 data_time: 0.0018 memory: 1101 2022/08/07 20:21:52 - mmengine - INFO - Epoch(val) [13][2860/6282] eta: 0:03:04 time: 0.0539 data_time: 0.0019 memory: 1155 2022/08/07 20:21:54 - mmengine - INFO - Epoch(val) [13][2880/6282] eta: 0:03:10 time: 0.0560 data_time: 0.0018 memory: 1155 2022/08/07 20:21:55 - mmengine - INFO - Epoch(val) [13][2900/6282] eta: 0:03:07 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 20:21:56 - mmengine - INFO - Epoch(val) [13][2920/6282] eta: 0:04:41 time: 0.0837 data_time: 0.0021 memory: 1155 2022/08/07 20:21:57 - mmengine - INFO - Epoch(val) [13][2940/6282] eta: 0:02:46 time: 0.0497 data_time: 0.0018 memory: 1125 2022/08/07 20:21:58 - mmengine - INFO - Epoch(val) [13][2960/6282] eta: 0:02:49 time: 0.0510 data_time: 0.0019 memory: 1125 2022/08/07 20:21:59 - mmengine - INFO - Epoch(val) [13][2980/6282] eta: 0:02:39 time: 0.0484 data_time: 0.0017 memory: 1125 2022/08/07 20:22:00 - mmengine - INFO - Epoch(val) [13][3000/6282] eta: 0:02:41 time: 0.0491 data_time: 0.0017 memory: 1125 2022/08/07 20:22:02 - mmengine - INFO - Epoch(val) [13][3020/6282] eta: 0:03:11 time: 0.0586 data_time: 0.0021 memory: 1155 2022/08/07 20:22:03 - mmengine - INFO - Epoch(val) [13][3040/6282] eta: 0:03:09 time: 0.0584 data_time: 0.0019 memory: 1155 2022/08/07 20:22:04 - mmengine - INFO - Epoch(val) [13][3060/6282] eta: 0:03:03 time: 0.0569 data_time: 0.0020 memory: 1155 2022/08/07 20:22:05 - mmengine - INFO - Epoch(val) [13][3080/6282] eta: 0:03:05 time: 0.0581 data_time: 0.0026 memory: 1155 2022/08/07 20:22:06 - mmengine - INFO - Epoch(val) [13][3100/6282] eta: 0:02:49 time: 0.0534 data_time: 0.0019 memory: 1155 2022/08/07 20:22:07 - mmengine - INFO - Epoch(val) [13][3120/6282] eta: 0:02:33 time: 0.0486 data_time: 0.0017 memory: 1101 2022/08/07 20:22:08 - mmengine - INFO - Epoch(val) [13][3140/6282] eta: 0:02:31 time: 0.0483 data_time: 0.0017 memory: 1101 2022/08/07 20:22:09 - mmengine - INFO - Epoch(val) [13][3160/6282] eta: 0:02:31 time: 0.0484 data_time: 0.0018 memory: 1101 2022/08/07 20:22:10 - mmengine - INFO - Epoch(val) [13][3180/6282] eta: 0:02:34 time: 0.0497 data_time: 0.0017 memory: 1101 2022/08/07 20:22:11 - mmengine - INFO - Epoch(val) [13][3200/6282] eta: 0:02:43 time: 0.0530 data_time: 0.0019 memory: 1155 2022/08/07 20:22:12 - mmengine - INFO - Epoch(val) [13][3220/6282] eta: 0:02:48 time: 0.0549 data_time: 0.0021 memory: 1155 2022/08/07 20:22:13 - mmengine - INFO - Epoch(val) [13][3240/6282] eta: 0:02:47 time: 0.0549 data_time: 0.0018 memory: 1155 2022/08/07 20:22:15 - mmengine - INFO - Epoch(val) [13][3260/6282] eta: 0:03:00 time: 0.0596 data_time: 0.0023 memory: 1155 2022/08/07 20:22:16 - mmengine - INFO - Epoch(val) [13][3280/6282] eta: 0:04:07 time: 0.0825 data_time: 0.0025 memory: 1155 2022/08/07 20:22:17 - mmengine - INFO - Epoch(val) [13][3300/6282] eta: 0:03:01 time: 0.0607 data_time: 0.0020 memory: 1155 2022/08/07 20:22:19 - mmengine - INFO - Epoch(val) [13][3320/6282] eta: 0:02:58 time: 0.0604 data_time: 0.0018 memory: 1155 2022/08/07 20:22:20 - mmengine - INFO - Epoch(val) [13][3340/6282] eta: 0:02:56 time: 0.0598 data_time: 0.0020 memory: 1155 2022/08/07 20:22:21 - mmengine - INFO - Epoch(val) [13][3360/6282] eta: 0:02:51 time: 0.0589 data_time: 0.0020 memory: 1155 2022/08/07 20:22:22 - mmengine - INFO - Epoch(val) [13][3380/6282] eta: 0:02:36 time: 0.0541 data_time: 0.0019 memory: 1155 2022/08/07 20:22:23 - mmengine - INFO - Epoch(val) [13][3400/6282] eta: 0:02:14 time: 0.0468 data_time: 0.0017 memory: 1097 2022/08/07 20:22:24 - mmengine - INFO - Epoch(val) [13][3420/6282] eta: 0:02:23 time: 0.0502 data_time: 0.0028 memory: 1097 2022/08/07 20:22:25 - mmengine - INFO - Epoch(val) [13][3440/6282] eta: 0:02:29 time: 0.0525 data_time: 0.0030 memory: 1097 2022/08/07 20:22:26 - mmengine - INFO - Epoch(val) [13][3460/6282] eta: 0:02:15 time: 0.0479 data_time: 0.0019 memory: 1097 2022/08/07 20:22:27 - mmengine - INFO - Epoch(val) [13][3480/6282] eta: 0:02:13 time: 0.0476 data_time: 0.0015 memory: 1097 2022/08/07 20:22:28 - mmengine - INFO - Epoch(val) [13][3500/6282] eta: 0:02:14 time: 0.0482 data_time: 0.0018 memory: 1097 2022/08/07 20:22:29 - mmengine - INFO - Epoch(val) [13][3520/6282] eta: 0:02:23 time: 0.0521 data_time: 0.0023 memory: 1097 2022/08/07 20:22:30 - mmengine - INFO - Epoch(val) [13][3540/6282] eta: 0:02:21 time: 0.0514 data_time: 0.0019 memory: 1097 2022/08/07 20:22:31 - mmengine - INFO - Epoch(val) [13][3560/6282] eta: 0:02:14 time: 0.0495 data_time: 0.0021 memory: 1097 2022/08/07 20:22:32 - mmengine - INFO - Epoch(val) [13][3580/6282] eta: 0:02:14 time: 0.0497 data_time: 0.0017 memory: 1139 2022/08/07 20:22:33 - mmengine - INFO - Epoch(val) [13][3600/6282] eta: 0:02:23 time: 0.0537 data_time: 0.0022 memory: 1139 2022/08/07 20:22:34 - mmengine - INFO - Epoch(val) [13][3620/6282] eta: 0:02:18 time: 0.0520 data_time: 0.0019 memory: 1139 2022/08/07 20:22:36 - mmengine - INFO - Epoch(val) [13][3640/6282] eta: 0:03:24 time: 0.0772 data_time: 0.0022 memory: 1139 2022/08/07 20:22:37 - mmengine - INFO - Epoch(val) [13][3660/6282] eta: 0:02:19 time: 0.0531 data_time: 0.0021 memory: 1139 2022/08/07 20:22:38 - mmengine - INFO - Epoch(val) [13][3680/6282] eta: 0:02:21 time: 0.0544 data_time: 0.0018 memory: 1155 2022/08/07 20:22:39 - mmengine - INFO - Epoch(val) [13][3700/6282] eta: 0:02:25 time: 0.0565 data_time: 0.0018 memory: 1155 2022/08/07 20:22:40 - mmengine - INFO - Epoch(val) [13][3720/6282] eta: 0:02:23 time: 0.0559 data_time: 0.0020 memory: 1155 2022/08/07 20:22:41 - mmengine - INFO - Epoch(val) [13][3740/6282] eta: 0:02:21 time: 0.0558 data_time: 0.0019 memory: 1155 2022/08/07 20:22:42 - mmengine - INFO - Epoch(val) [13][3760/6282] eta: 0:02:24 time: 0.0574 data_time: 0.0022 memory: 1155 2022/08/07 20:22:44 - mmengine - INFO - Epoch(val) [13][3780/6282] eta: 0:02:19 time: 0.0559 data_time: 0.0018 memory: 1155 2022/08/07 20:22:45 - mmengine - INFO - Epoch(val) [13][3800/6282] eta: 0:02:19 time: 0.0562 data_time: 0.0020 memory: 1155 2022/08/07 20:22:46 - mmengine - INFO - Epoch(val) [13][3820/6282] eta: 0:02:41 time: 0.0656 data_time: 0.0056 memory: 1155 2022/08/07 20:22:47 - mmengine - INFO - Epoch(val) [13][3840/6282] eta: 0:02:16 time: 0.0558 data_time: 0.0019 memory: 1155 2022/08/07 20:22:48 - mmengine - INFO - Epoch(val) [13][3860/6282] eta: 0:02:14 time: 0.0555 data_time: 0.0020 memory: 1155 2022/08/07 20:22:49 - mmengine - INFO - Epoch(val) [13][3880/6282] eta: 0:02:13 time: 0.0555 data_time: 0.0018 memory: 1155 2022/08/07 20:22:51 - mmengine - INFO - Epoch(val) [13][3900/6282] eta: 0:02:14 time: 0.0564 data_time: 0.0018 memory: 1155 2022/08/07 20:22:52 - mmengine - INFO - Epoch(val) [13][3920/6282] eta: 0:02:14 time: 0.0569 data_time: 0.0020 memory: 1155 2022/08/07 20:22:53 - mmengine - INFO - Epoch(val) [13][3940/6282] eta: 0:02:10 time: 0.0558 data_time: 0.0018 memory: 1155 2022/08/07 20:22:54 - mmengine - INFO - Epoch(val) [13][3960/6282] eta: 0:02:13 time: 0.0576 data_time: 0.0018 memory: 1155 2022/08/07 20:22:56 - mmengine - INFO - Epoch(val) [13][3980/6282] eta: 0:03:06 time: 0.0809 data_time: 0.0018 memory: 1155 2022/08/07 20:22:57 - mmengine - INFO - Epoch(val) [13][4000/6282] eta: 0:02:08 time: 0.0562 data_time: 0.0019 memory: 1155 2022/08/07 20:22:58 - mmengine - INFO - Epoch(val) [13][4020/6282] eta: 0:02:20 time: 0.0621 data_time: 0.0024 memory: 1155 2022/08/07 20:22:59 - mmengine - INFO - Epoch(val) [13][4040/6282] eta: 0:02:26 time: 0.0654 data_time: 0.0028 memory: 1234 2022/08/07 20:23:01 - mmengine - INFO - Epoch(val) [13][4060/6282] eta: 0:02:42 time: 0.0730 data_time: 0.0028 memory: 1234 2022/08/07 20:23:02 - mmengine - INFO - Epoch(val) [13][4080/6282] eta: 0:02:43 time: 0.0742 data_time: 0.0022 memory: 1234 2022/08/07 20:23:04 - mmengine - INFO - Epoch(val) [13][4100/6282] eta: 0:02:36 time: 0.0717 data_time: 0.0023 memory: 1234 2022/08/07 20:23:05 - mmengine - INFO - Epoch(val) [13][4120/6282] eta: 0:02:29 time: 0.0691 data_time: 0.0021 memory: 1234 2022/08/07 20:23:06 - mmengine - INFO - Epoch(val) [13][4140/6282] eta: 0:02:18 time: 0.0649 data_time: 0.0026 memory: 1234 2022/08/07 20:23:07 - mmengine - INFO - Epoch(val) [13][4160/6282] eta: 0:01:42 time: 0.0481 data_time: 0.0019 memory: 1097 2022/08/07 20:23:08 - mmengine - INFO - Epoch(val) [13][4180/6282] eta: 0:01:40 time: 0.0479 data_time: 0.0018 memory: 1097 2022/08/07 20:23:09 - mmengine - INFO - Epoch(val) [13][4200/6282] eta: 0:01:39 time: 0.0480 data_time: 0.0016 memory: 1097 2022/08/07 20:23:10 - mmengine - INFO - Epoch(val) [13][4220/6282] eta: 0:01:39 time: 0.0481 data_time: 0.0016 memory: 1097 2022/08/07 20:23:11 - mmengine - INFO - Epoch(val) [13][4240/6282] eta: 0:01:38 time: 0.0481 data_time: 0.0018 memory: 1097 2022/08/07 20:23:12 - mmengine - INFO - Epoch(val) [13][4260/6282] eta: 0:01:37 time: 0.0482 data_time: 0.0017 memory: 1096 2022/08/07 20:23:13 - mmengine - INFO - Epoch(val) [13][4280/6282] eta: 0:01:38 time: 0.0492 data_time: 0.0017 memory: 1096 2022/08/07 20:23:14 - mmengine - INFO - Epoch(val) [13][4300/6282] eta: 0:01:34 time: 0.0478 data_time: 0.0017 memory: 1096 2022/08/07 20:23:16 - mmengine - INFO - Epoch(val) [13][4320/6282] eta: 0:02:23 time: 0.0730 data_time: 0.0020 memory: 1096 2022/08/07 20:23:17 - mmengine - INFO - Epoch(val) [13][4340/6282] eta: 0:01:35 time: 0.0490 data_time: 0.0017 memory: 1096 2022/08/07 20:23:18 - mmengine - INFO - Epoch(val) [13][4360/6282] eta: 0:01:46 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 20:23:19 - mmengine - INFO - Epoch(val) [13][4380/6282] eta: 0:01:56 time: 0.0610 data_time: 0.0021 memory: 1155 2022/08/07 20:23:20 - mmengine - INFO - Epoch(val) [13][4400/6282] eta: 0:01:51 time: 0.0591 data_time: 0.0020 memory: 1155 2022/08/07 20:23:21 - mmengine - INFO - Epoch(val) [13][4420/6282] eta: 0:01:52 time: 0.0604 data_time: 0.0020 memory: 1155 2022/08/07 20:23:23 - mmengine - INFO - Epoch(val) [13][4440/6282] eta: 0:01:50 time: 0.0598 data_time: 0.0019 memory: 1163 2022/08/07 20:23:24 - mmengine - INFO - Epoch(val) [13][4460/6282] eta: 0:01:45 time: 0.0578 data_time: 0.0018 memory: 1163 2022/08/07 20:23:25 - mmengine - INFO - Epoch(val) [13][4480/6282] eta: 0:01:40 time: 0.0557 data_time: 0.0018 memory: 1163 2022/08/07 20:23:26 - mmengine - INFO - Epoch(val) [13][4500/6282] eta: 0:01:43 time: 0.0582 data_time: 0.0020 memory: 1163 2022/08/07 20:23:27 - mmengine - INFO - Epoch(val) [13][4520/6282] eta: 0:01:34 time: 0.0537 data_time: 0.0018 memory: 1163 2022/08/07 20:23:28 - mmengine - INFO - Epoch(val) [13][4540/6282] eta: 0:01:24 time: 0.0485 data_time: 0.0018 memory: 1101 2022/08/07 20:23:29 - mmengine - INFO - Epoch(val) [13][4560/6282] eta: 0:01:24 time: 0.0492 data_time: 0.0021 memory: 1101 2022/08/07 20:23:30 - mmengine - INFO - Epoch(val) [13][4580/6282] eta: 0:01:20 time: 0.0473 data_time: 0.0018 memory: 1101 2022/08/07 20:23:31 - mmengine - INFO - Epoch(val) [13][4600/6282] eta: 0:01:20 time: 0.0479 data_time: 0.0018 memory: 1101 2022/08/07 20:23:32 - mmengine - INFO - Epoch(val) [13][4620/6282] eta: 0:01:19 time: 0.0480 data_time: 0.0019 memory: 1101 2022/08/07 20:23:33 - mmengine - INFO - Epoch(val) [13][4640/6282] eta: 0:01:35 time: 0.0582 data_time: 0.0019 memory: 1163 2022/08/07 20:23:34 - mmengine - INFO - Epoch(val) [13][4660/6282] eta: 0:01:32 time: 0.0573 data_time: 0.0018 memory: 1163 2022/08/07 20:23:36 - mmengine - INFO - Epoch(val) [13][4680/6282] eta: 0:02:09 time: 0.0810 data_time: 0.0018 memory: 1163 2022/08/07 20:23:37 - mmengine - INFO - Epoch(val) [13][4700/6282] eta: 0:01:27 time: 0.0552 data_time: 0.0017 memory: 1163 2022/08/07 20:23:38 - mmengine - INFO - Epoch(val) [13][4720/6282] eta: 0:01:25 time: 0.0547 data_time: 0.0017 memory: 1163 2022/08/07 20:23:39 - mmengine - INFO - Epoch(val) [13][4740/6282] eta: 0:01:17 time: 0.0506 data_time: 0.0018 memory: 1122 2022/08/07 20:23:40 - mmengine - INFO - Epoch(val) [13][4760/6282] eta: 0:01:15 time: 0.0498 data_time: 0.0017 memory: 1122 2022/08/07 20:23:41 - mmengine - INFO - Epoch(val) [13][4780/6282] eta: 0:01:15 time: 0.0503 data_time: 0.0017 memory: 1122 2022/08/07 20:23:42 - mmengine - INFO - Epoch(val) [13][4800/6282] eta: 0:01:14 time: 0.0503 data_time: 0.0018 memory: 1122 2022/08/07 20:23:43 - mmengine - INFO - Epoch(val) [13][4820/6282] eta: 0:01:16 time: 0.0524 data_time: 0.0018 memory: 1155 2022/08/07 20:23:44 - mmengine - INFO - Epoch(val) [13][4840/6282] eta: 0:01:19 time: 0.0552 data_time: 0.0021 memory: 1155 2022/08/07 20:23:45 - mmengine - INFO - Epoch(val) [13][4860/6282] eta: 0:01:23 time: 0.0585 data_time: 0.0029 memory: 1155 2022/08/07 20:23:47 - mmengine - INFO - Epoch(val) [13][4880/6282] eta: 0:01:19 time: 0.0569 data_time: 0.0019 memory: 1155 2022/08/07 20:23:48 - mmengine - INFO - Epoch(val) [13][4900/6282] eta: 0:01:21 time: 0.0590 data_time: 0.0023 memory: 1155 2022/08/07 20:23:49 - mmengine - INFO - Epoch(val) [13][4920/6282] eta: 0:01:19 time: 0.0587 data_time: 0.0018 memory: 1158 2022/08/07 20:23:50 - mmengine - INFO - Epoch(val) [13][4940/6282] eta: 0:01:18 time: 0.0585 data_time: 0.0018 memory: 1158 2022/08/07 20:23:51 - mmengine - INFO - Epoch(val) [13][4960/6282] eta: 0:01:21 time: 0.0619 data_time: 0.0026 memory: 1158 2022/08/07 20:23:53 - mmengine - INFO - Epoch(val) [13][4980/6282] eta: 0:01:14 time: 0.0574 data_time: 0.0018 memory: 1158 2022/08/07 20:23:54 - mmengine - INFO - Epoch(val) [13][5000/6282] eta: 0:01:18 time: 0.0615 data_time: 0.0030 memory: 1158 2022/08/07 20:23:55 - mmengine - INFO - Epoch(val) [13][5020/6282] eta: 0:01:07 time: 0.0532 data_time: 0.0019 memory: 1158 2022/08/07 20:23:56 - mmengine - INFO - Epoch(val) [13][5040/6282] eta: 0:01:34 time: 0.0760 data_time: 0.0022 memory: 1101 2022/08/07 20:23:57 - mmengine - INFO - Epoch(val) [13][5060/6282] eta: 0:00:58 time: 0.0480 data_time: 0.0018 memory: 1101 2022/08/07 20:23:58 - mmengine - INFO - Epoch(val) [13][5080/6282] eta: 0:00:56 time: 0.0469 data_time: 0.0017 memory: 1101 2022/08/07 20:23:59 - mmengine - INFO - Epoch(val) [13][5100/6282] eta: 0:00:56 time: 0.0477 data_time: 0.0019 memory: 1101 2022/08/07 20:24:00 - mmengine - INFO - Epoch(val) [13][5120/6282] eta: 0:00:55 time: 0.0479 data_time: 0.0022 memory: 1101 2022/08/07 20:24:01 - mmengine - INFO - Epoch(val) [13][5140/6282] eta: 0:00:53 time: 0.0468 data_time: 0.0018 memory: 1097 2022/08/07 20:24:02 - mmengine - INFO - Epoch(val) [13][5160/6282] eta: 0:00:53 time: 0.0478 data_time: 0.0017 memory: 1097 2022/08/07 20:24:03 - mmengine - INFO - Epoch(val) [13][5180/6282] eta: 0:00:53 time: 0.0481 data_time: 0.0018 memory: 1097 2022/08/07 20:24:04 - mmengine - INFO - Epoch(val) [13][5200/6282] eta: 0:00:50 time: 0.0463 data_time: 0.0019 memory: 1097 2022/08/07 20:24:05 - mmengine - INFO - Epoch(val) [13][5220/6282] eta: 0:00:50 time: 0.0478 data_time: 0.0019 memory: 1097 2022/08/07 20:24:06 - mmengine - INFO - Epoch(val) [13][5240/6282] eta: 0:00:49 time: 0.0475 data_time: 0.0023 memory: 1096 2022/08/07 20:24:07 - mmengine - INFO - Epoch(val) [13][5260/6282] eta: 0:00:48 time: 0.0477 data_time: 0.0018 memory: 1096 2022/08/07 20:24:08 - mmengine - INFO - Epoch(val) [13][5280/6282] eta: 0:00:46 time: 0.0465 data_time: 0.0017 memory: 1096 2022/08/07 20:24:09 - mmengine - INFO - Epoch(val) [13][5300/6282] eta: 0:00:46 time: 0.0478 data_time: 0.0023 memory: 1096 2022/08/07 20:24:10 - mmengine - INFO - Epoch(val) [13][5320/6282] eta: 0:00:46 time: 0.0482 data_time: 0.0019 memory: 1097 2022/08/07 20:24:11 - mmengine - INFO - Epoch(val) [13][5340/6282] eta: 0:00:45 time: 0.0479 data_time: 0.0020 memory: 1097 2022/08/07 20:24:12 - mmengine - INFO - Epoch(val) [13][5360/6282] eta: 0:00:43 time: 0.0473 data_time: 0.0018 memory: 1097 2022/08/07 20:24:13 - mmengine - INFO - Epoch(val) [13][5380/6282] eta: 0:00:44 time: 0.0489 data_time: 0.0021 memory: 1097 2022/08/07 20:24:14 - mmengine - INFO - Epoch(val) [13][5400/6282] eta: 0:00:42 time: 0.0482 data_time: 0.0021 memory: 1097 2022/08/07 20:24:15 - mmengine - INFO - Epoch(val) [13][5420/6282] eta: 0:00:41 time: 0.0482 data_time: 0.0018 memory: 1097 2022/08/07 20:24:16 - mmengine - INFO - Epoch(val) [13][5440/6282] eta: 0:01:04 time: 0.0762 data_time: 0.0020 memory: 1097 2022/08/07 20:24:17 - mmengine - INFO - Epoch(val) [13][5460/6282] eta: 0:00:40 time: 0.0494 data_time: 0.0022 memory: 1097 2022/08/07 20:24:18 - mmengine - INFO - Epoch(val) [13][5480/6282] eta: 0:00:37 time: 0.0465 data_time: 0.0017 memory: 1097 2022/08/07 20:24:19 - mmengine - INFO - Epoch(val) [13][5500/6282] eta: 0:00:36 time: 0.0470 data_time: 0.0018 memory: 1097 2022/08/07 20:24:20 - mmengine - INFO - Epoch(val) [13][5520/6282] eta: 0:00:36 time: 0.0480 data_time: 0.0017 memory: 1118 2022/08/07 20:24:21 - mmengine - INFO - Epoch(val) [13][5540/6282] eta: 0:00:36 time: 0.0498 data_time: 0.0019 memory: 1118 2022/08/07 20:24:22 - mmengine - INFO - Epoch(val) [13][5560/6282] eta: 0:00:35 time: 0.0487 data_time: 0.0018 memory: 1118 2022/08/07 20:24:23 - mmengine - INFO - Epoch(val) [13][5580/6282] eta: 0:00:33 time: 0.0482 data_time: 0.0019 memory: 1118 2022/08/07 20:24:24 - mmengine - INFO - Epoch(val) [13][5600/6282] eta: 0:00:33 time: 0.0491 data_time: 0.0019 memory: 1118 2022/08/07 20:24:25 - mmengine - INFO - Epoch(val) [13][5620/6282] eta: 0:00:32 time: 0.0484 data_time: 0.0017 memory: 1118 2022/08/07 20:24:26 - mmengine - INFO - Epoch(val) [13][5640/6282] eta: 0:00:30 time: 0.0476 data_time: 0.0020 memory: 1097 2022/08/07 20:24:27 - mmengine - INFO - Epoch(val) [13][5660/6282] eta: 0:00:30 time: 0.0493 data_time: 0.0019 memory: 1097 2022/08/07 20:24:28 - mmengine - INFO - Epoch(val) [13][5680/6282] eta: 0:00:28 time: 0.0472 data_time: 0.0019 memory: 1097 2022/08/07 20:24:29 - mmengine - INFO - Epoch(val) [13][5700/6282] eta: 0:00:28 time: 0.0486 data_time: 0.0019 memory: 1097 2022/08/07 20:24:30 - mmengine - INFO - Epoch(val) [13][5720/6282] eta: 0:00:27 time: 0.0491 data_time: 0.0017 memory: 1130 2022/08/07 20:24:31 - mmengine - INFO - Epoch(val) [13][5740/6282] eta: 0:00:26 time: 0.0482 data_time: 0.0018 memory: 1130 2022/08/07 20:24:32 - mmengine - INFO - Epoch(val) [13][5760/6282] eta: 0:00:25 time: 0.0493 data_time: 0.0017 memory: 1130 2022/08/07 20:24:33 - mmengine - INFO - Epoch(val) [13][5780/6282] eta: 0:00:24 time: 0.0493 data_time: 0.0017 memory: 1130 2022/08/07 20:24:34 - mmengine - INFO - Epoch(val) [13][5800/6282] eta: 0:00:23 time: 0.0487 data_time: 0.0017 memory: 1130 2022/08/07 20:24:35 - mmengine - INFO - Epoch(val) [13][5820/6282] eta: 0:00:23 time: 0.0499 data_time: 0.0017 memory: 1130 2022/08/07 20:24:36 - mmengine - INFO - Epoch(val) [13][5840/6282] eta: 0:00:32 time: 0.0746 data_time: 0.0021 memory: 1118 2022/08/07 20:24:37 - mmengine - INFO - Epoch(val) [13][5860/6282] eta: 0:00:20 time: 0.0489 data_time: 0.0018 memory: 1118 2022/08/07 20:24:38 - mmengine - INFO - Epoch(val) [13][5880/6282] eta: 0:00:20 time: 0.0502 data_time: 0.0019 memory: 1118 2022/08/07 20:24:39 - mmengine - INFO - Epoch(val) [13][5900/6282] eta: 0:00:19 time: 0.0510 data_time: 0.0018 memory: 1118 2022/08/07 20:24:40 - mmengine - INFO - Epoch(val) [13][5920/6282] eta: 0:00:18 time: 0.0503 data_time: 0.0019 memory: 1118 2022/08/07 20:24:41 - mmengine - INFO - Epoch(val) [13][5940/6282] eta: 0:00:17 time: 0.0501 data_time: 0.0018 memory: 1097 2022/08/07 20:24:42 - mmengine - INFO - Epoch(val) [13][5960/6282] eta: 0:00:15 time: 0.0496 data_time: 0.0018 memory: 1097 2022/08/07 20:24:43 - mmengine - INFO - Epoch(val) [13][5980/6282] eta: 0:00:14 time: 0.0490 data_time: 0.0021 memory: 1097 2022/08/07 20:24:44 - mmengine - INFO - Epoch(val) [13][6000/6282] eta: 0:00:15 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 20:24:45 - mmengine - INFO - Epoch(val) [13][6020/6282] eta: 0:00:14 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 20:24:47 - mmengine - INFO - Epoch(val) [13][6040/6282] eta: 0:00:13 time: 0.0555 data_time: 0.0019 memory: 1155 2022/08/07 20:24:48 - mmengine - INFO - Epoch(val) [13][6060/6282] eta: 0:00:12 time: 0.0557 data_time: 0.0019 memory: 1155 2022/08/07 20:24:49 - mmengine - INFO - Epoch(val) [13][6080/6282] eta: 0:00:11 time: 0.0546 data_time: 0.0019 memory: 1155 2022/08/07 20:24:50 - mmengine - INFO - Epoch(val) [13][6100/6282] eta: 0:00:09 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 20:24:51 - mmengine - INFO - Epoch(val) [13][6120/6282] eta: 0:00:08 time: 0.0546 data_time: 0.0017 memory: 1155 2022/08/07 20:24:52 - mmengine - INFO - Epoch(val) [13][6140/6282] eta: 0:00:07 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 20:24:53 - mmengine - INFO - Epoch(val) [13][6160/6282] eta: 0:00:06 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 20:24:54 - mmengine - INFO - Epoch(val) [13][6180/6282] eta: 0:00:05 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 20:24:56 - mmengine - INFO - Epoch(val) [13][6200/6282] eta: 0:00:06 time: 0.0783 data_time: 0.0026 memory: 1155 2022/08/07 20:24:57 - mmengine - INFO - Epoch(val) [13][6220/6282] eta: 0:00:03 time: 0.0537 data_time: 0.0017 memory: 1155 2022/08/07 20:24:58 - mmengine - INFO - Epoch(val) [13][6240/6282] eta: 0:00:02 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 20:24:59 - mmengine - INFO - Epoch(val) [13][6260/6282] eta: 0:00:01 time: 0.0537 data_time: 0.0019 memory: 1155 2022/08/07 20:25:00 - mmengine - INFO - Epoch(val) [13][6280/6282] eta: 0:00:00 time: 0.0531 data_time: 0.0013 memory: 1155 2022/08/07 20:28:16 - mmengine - INFO - Epoch(val) [13][6282/6282] mAP/mAP@0.5IOU: 0.2501 2022/08/07 20:28:37 - mmengine - INFO - Epoch(train) [14][20/1441] lr: 2.0000e-02 eta: 2:36:36 time: 1.0469 data_time: 0.1370 memory: 23477 grad_norm: 0.1182 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8250 recall@top3: 0.8833 prec@top3: 0.5583 recall@top5: 1.0000 prec@top5: 0.3850 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 20:28:56 - mmengine - INFO - Epoch(train) [14][40/1441] lr: 2.0000e-02 eta: 2:36:17 time: 0.9204 data_time: 0.0214 memory: 23477 grad_norm: 0.1235 recall@thr=0.5: 0.8259 prec@thr=0.5: 0.8167 recall@top3: 0.9407 prec@top3: 0.6741 recall@top5: 0.9852 prec@top5: 0.4311 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 20:29:14 - mmengine - INFO - Epoch(train) [14][60/1441] lr: 2.0000e-02 eta: 2:35:58 time: 0.9170 data_time: 0.0237 memory: 23477 grad_norm: 0.1209 recall@thr=0.5: 0.7254 prec@thr=0.5: 0.8750 recall@top3: 0.8650 prec@top3: 0.7083 recall@top5: 0.9458 prec@top5: 0.4850 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 20:29:33 - mmengine - INFO - Epoch(train) [14][80/1441] lr: 2.0000e-02 eta: 2:35:40 time: 0.9619 data_time: 0.0291 memory: 23477 grad_norm: 0.1221 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7663 recall@top3: 0.8191 prec@top3: 0.6179 recall@top5: 0.9675 prec@top5: 0.4439 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 20:29:52 - mmengine - INFO - Epoch(train) [14][100/1441] lr: 2.0000e-02 eta: 2:35:21 time: 0.9450 data_time: 0.0311 memory: 23477 grad_norm: 0.1177 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.8275 recall@top3: 0.8699 prec@top3: 0.6374 recall@top5: 0.9737 prec@top5: 0.4386 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 20:30:10 - mmengine - INFO - Epoch(train) [14][120/1441] lr: 2.0000e-02 eta: 2:35:02 time: 0.9088 data_time: 0.0268 memory: 23477 grad_norm: 0.1205 recall@thr=0.5: 0.8114 prec@thr=0.5: 0.8556 recall@top3: 0.8729 prec@top3: 0.7843 recall@top5: 0.9585 prec@top5: 0.5176 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 20:30:29 - mmengine - INFO - Epoch(train) [14][140/1441] lr: 2.0000e-02 eta: 2:34:43 time: 0.9197 data_time: 0.0224 memory: 23477 grad_norm: 0.1181 recall@thr=0.5: 0.6658 prec@thr=0.5: 0.7861 recall@top3: 0.7867 prec@top3: 0.6889 recall@top5: 0.9197 prec@top5: 0.5033 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 20:30:47 - mmengine - INFO - Epoch(train) [14][160/1441] lr: 2.0000e-02 eta: 2:34:24 time: 0.9105 data_time: 0.0252 memory: 23477 grad_norm: 0.1185 recall@thr=0.5: 0.7765 prec@thr=0.5: 0.8712 recall@top3: 0.8561 prec@top3: 0.6742 recall@top5: 0.9659 prec@top5: 0.4727 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 20:31:05 - mmengine - INFO - Epoch(train) [14][180/1441] lr: 2.0000e-02 eta: 2:34:05 time: 0.9046 data_time: 0.0231 memory: 23477 grad_norm: 0.1204 recall@thr=0.5: 0.8181 prec@thr=0.5: 0.8830 recall@top3: 0.8491 prec@top3: 0.7135 recall@top5: 0.9459 prec@top5: 0.5053 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 20:31:24 - mmengine - INFO - Epoch(train) [14][200/1441] lr: 2.0000e-02 eta: 2:33:47 time: 0.9600 data_time: 0.0267 memory: 23477 grad_norm: 0.1240 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.9048 recall@top3: 0.8707 prec@top3: 0.7143 recall@top5: 0.9728 prec@top5: 0.4939 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 20:31:42 - mmengine - INFO - Epoch(train) [14][220/1441] lr: 2.0000e-02 eta: 2:33:28 time: 0.9117 data_time: 0.0303 memory: 23477 grad_norm: 0.1225 recall@thr=0.5: 0.7178 prec@thr=0.5: 0.8527 recall@top3: 0.8054 prec@top3: 0.6124 recall@top5: 0.9287 prec@top5: 0.4372 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 20:32:01 - mmengine - INFO - Epoch(train) [14][240/1441] lr: 2.0000e-02 eta: 2:33:09 time: 0.9134 data_time: 0.0265 memory: 23477 grad_norm: 0.1202 recall@thr=0.5: 0.7607 prec@thr=0.5: 0.8376 recall@top3: 0.7628 prec@top3: 0.6239 recall@top5: 0.9359 prec@top5: 0.4513 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 20:32:19 - mmengine - INFO - Epoch(train) [14][260/1441] lr: 2.0000e-02 eta: 2:32:51 time: 0.9379 data_time: 0.0259 memory: 23477 grad_norm: 0.1207 recall@thr=0.5: 0.6763 prec@thr=0.5: 0.7795 recall@top3: 0.7965 prec@top3: 0.5833 recall@top5: 0.9455 prec@top5: 0.4038 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:32:26 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 20:32:38 - mmengine - INFO - Epoch(train) [14][280/1441] lr: 2.0000e-02 eta: 2:32:32 time: 0.9148 data_time: 0.0330 memory: 23477 grad_norm: 0.1233 recall@thr=0.5: 0.8479 prec@thr=0.5: 0.8083 recall@top3: 0.8646 prec@top3: 0.6417 recall@top5: 0.9500 prec@top5: 0.4450 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 20:32:56 - mmengine - INFO - Epoch(train) [14][300/1441] lr: 2.0000e-02 eta: 2:32:13 time: 0.9270 data_time: 0.0217 memory: 23477 grad_norm: 0.1200 recall@thr=0.5: 0.7787 prec@thr=0.5: 0.7733 recall@top3: 0.8607 prec@top3: 0.6733 recall@top5: 0.9500 prec@top5: 0.4600 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 20:33:15 - mmengine - INFO - Epoch(train) [14][320/1441] lr: 2.0000e-02 eta: 2:31:54 time: 0.9343 data_time: 0.0266 memory: 23477 grad_norm: 0.1214 recall@thr=0.5: 0.6790 prec@thr=0.5: 0.6824 recall@top3: 0.8488 prec@top3: 0.5864 recall@top5: 0.9383 prec@top5: 0.3926 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 20:33:33 - mmengine - INFO - Epoch(train) [14][340/1441] lr: 2.0000e-02 eta: 2:31:35 time: 0.9076 data_time: 0.0229 memory: 23477 grad_norm: 0.1228 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.9012 recall@top3: 0.8244 prec@top3: 0.7531 recall@top5: 0.9531 prec@top5: 0.5407 loss_action_cls: 0.0299 loss: 0.0299 2022/08/07 20:33:51 - mmengine - INFO - Epoch(train) [14][360/1441] lr: 2.0000e-02 eta: 2:31:17 time: 0.9124 data_time: 0.0260 memory: 23477 grad_norm: 0.1214 recall@thr=0.5: 0.7408 prec@thr=0.5: 0.8542 recall@top3: 0.8608 prec@top3: 0.6583 recall@top5: 0.9229 prec@top5: 0.4450 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 20:34:10 - mmengine - INFO - Epoch(train) [14][380/1441] lr: 2.0000e-02 eta: 2:30:58 time: 0.9360 data_time: 0.0278 memory: 23477 grad_norm: 0.1259 recall@thr=0.5: 0.7537 prec@thr=0.5: 0.8171 recall@top3: 0.8829 prec@top3: 0.7561 recall@top5: 0.9659 prec@top5: 0.5122 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 20:34:28 - mmengine - INFO - Epoch(train) [14][400/1441] lr: 2.0000e-02 eta: 2:30:39 time: 0.9079 data_time: 0.0284 memory: 23477 grad_norm: 0.1219 recall@thr=0.5: 0.7580 prec@thr=0.5: 0.7891 recall@top3: 0.7885 prec@top3: 0.6603 recall@top5: 0.9215 prec@top5: 0.4692 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 20:34:46 - mmengine - INFO - Epoch(train) [14][420/1441] lr: 2.0000e-02 eta: 2:30:20 time: 0.9095 data_time: 0.0236 memory: 23477 grad_norm: 0.1236 recall@thr=0.5: 0.7426 prec@thr=0.5: 0.8315 recall@top3: 0.8463 prec@top3: 0.7185 recall@top5: 0.9407 prec@top5: 0.4933 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:35:05 - mmengine - INFO - Epoch(train) [14][440/1441] lr: 2.0000e-02 eta: 2:30:01 time: 0.9087 data_time: 0.0280 memory: 23477 grad_norm: 0.1279 recall@thr=0.5: 0.7733 prec@thr=0.5: 0.8767 recall@top3: 0.8633 prec@top3: 0.6733 recall@top5: 0.9133 prec@top5: 0.4360 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 20:35:23 - mmengine - INFO - Epoch(train) [14][460/1441] lr: 2.0000e-02 eta: 2:29:43 time: 0.9357 data_time: 0.0254 memory: 23477 grad_norm: 0.1218 recall@thr=0.5: 0.8209 prec@thr=0.5: 0.8865 recall@top3: 0.8706 prec@top3: 0.6525 recall@top5: 0.9699 prec@top5: 0.4511 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:35:41 - mmengine - INFO - Epoch(train) [14][480/1441] lr: 2.0000e-02 eta: 2:29:24 time: 0.9096 data_time: 0.0278 memory: 23477 grad_norm: 0.1198 recall@thr=0.5: 0.7949 prec@thr=0.5: 0.9316 recall@top3: 0.8568 prec@top3: 0.7692 recall@top5: 0.9274 prec@top5: 0.5128 loss_action_cls: 0.0311 loss: 0.0311 2022/08/07 20:36:00 - mmengine - INFO - Epoch(train) [14][500/1441] lr: 2.0000e-02 eta: 2:29:05 time: 0.9273 data_time: 0.0245 memory: 23477 grad_norm: 0.1221 recall@thr=0.5: 0.6212 prec@thr=0.5: 0.7929 recall@top3: 0.7348 prec@top3: 0.5657 recall@top5: 0.8939 prec@top5: 0.4182 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 20:36:18 - mmengine - INFO - Epoch(train) [14][520/1441] lr: 2.0000e-02 eta: 2:28:46 time: 0.8901 data_time: 0.0314 memory: 23477 grad_norm: 0.1198 recall@thr=0.5: 0.7284 prec@thr=0.5: 0.8351 recall@top3: 0.7844 prec@top3: 0.7234 recall@top5: 0.9142 prec@top5: 0.5277 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 20:36:36 - mmengine - INFO - Epoch(train) [14][540/1441] lr: 2.0000e-02 eta: 2:28:27 time: 0.9155 data_time: 0.0241 memory: 23477 grad_norm: 0.1251 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.8655 recall@top3: 0.7687 prec@top3: 0.7143 recall@top5: 0.9119 prec@top5: 0.5286 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 20:36:54 - mmengine - INFO - Epoch(train) [14][560/1441] lr: 2.0000e-02 eta: 2:28:08 time: 0.9116 data_time: 0.0287 memory: 23477 grad_norm: 0.1209 recall@thr=0.5: 0.8083 prec@thr=0.5: 0.7897 recall@top3: 0.9063 prec@top3: 0.7063 recall@top5: 1.0000 prec@top5: 0.5000 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 20:37:13 - mmengine - INFO - Epoch(train) [14][580/1441] lr: 2.0000e-02 eta: 2:27:49 time: 0.9082 data_time: 0.0227 memory: 23477 grad_norm: 0.1237 recall@thr=0.5: 0.8485 prec@thr=0.5: 0.9116 recall@top3: 0.8889 prec@top3: 0.6061 recall@top5: 0.9747 prec@top5: 0.4061 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 20:37:31 - mmengine - INFO - Epoch(train) [14][600/1441] lr: 2.0000e-02 eta: 2:27:31 time: 0.9390 data_time: 0.0284 memory: 23477 grad_norm: 0.1223 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.8980 recall@top3: 0.9082 prec@top3: 0.6531 recall@top5: 1.0000 prec@top5: 0.4408 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 20:37:50 - mmengine - INFO - Epoch(train) [14][620/1441] lr: 2.0000e-02 eta: 2:27:12 time: 0.9130 data_time: 0.0235 memory: 23477 grad_norm: 0.1219 recall@thr=0.5: 0.8368 prec@thr=0.5: 0.9323 recall@top3: 0.9069 prec@top3: 0.7778 recall@top5: 0.9861 prec@top5: 0.5250 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:38:08 - mmengine - INFO - Epoch(train) [14][640/1441] lr: 2.0000e-02 eta: 2:26:53 time: 0.9274 data_time: 0.0294 memory: 23477 grad_norm: 0.1219 recall@thr=0.5: 0.7630 prec@thr=0.5: 0.8193 recall@top3: 0.8463 prec@top3: 0.7037 recall@top5: 0.9778 prec@top5: 0.5111 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:38:27 - mmengine - INFO - Epoch(train) [14][660/1441] lr: 2.0000e-02 eta: 2:26:34 time: 0.9236 data_time: 0.0254 memory: 23477 grad_norm: 0.1236 recall@thr=0.5: 0.7839 prec@thr=0.5: 0.8545 recall@top3: 0.8270 prec@top3: 0.7758 recall@top5: 0.9342 prec@top5: 0.5418 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 20:38:45 - mmengine - INFO - Epoch(train) [14][680/1441] lr: 2.0000e-02 eta: 2:26:15 time: 0.9153 data_time: 0.0285 memory: 23477 grad_norm: 0.1206 recall@thr=0.5: 0.7717 prec@thr=0.5: 0.9133 recall@top3: 0.9383 prec@top3: 0.7600 recall@top5: 1.0000 prec@top5: 0.4880 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 20:39:03 - mmengine - INFO - Epoch(train) [14][700/1441] lr: 2.0000e-02 eta: 2:25:57 time: 0.9012 data_time: 0.0347 memory: 23477 grad_norm: 0.1240 recall@thr=0.5: 0.6755 prec@thr=0.5: 0.8050 recall@top3: 0.7979 prec@top3: 0.7376 recall@top5: 0.9113 prec@top5: 0.5234 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 20:39:21 - mmengine - INFO - Epoch(train) [14][720/1441] lr: 2.0000e-02 eta: 2:25:38 time: 0.9030 data_time: 0.0263 memory: 23477 grad_norm: 0.1196 recall@thr=0.5: 0.8728 prec@thr=0.5: 0.8377 recall@top3: 0.9452 prec@top3: 0.6930 recall@top5: 0.9781 prec@top5: 0.4368 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 20:39:40 - mmengine - INFO - Epoch(train) [14][740/1441] lr: 2.0000e-02 eta: 2:25:19 time: 0.9528 data_time: 0.0259 memory: 23477 grad_norm: 0.1230 recall@thr=0.5: 0.8217 prec@thr=0.5: 0.8062 recall@top3: 0.9264 prec@top3: 0.6899 recall@top5: 0.9864 prec@top5: 0.4465 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 20:39:59 - mmengine - INFO - Epoch(train) [14][760/1441] lr: 2.0000e-02 eta: 2:25:00 time: 0.9294 data_time: 0.0249 memory: 23477 grad_norm: 0.1211 recall@thr=0.5: 0.8585 prec@thr=0.5: 0.8675 recall@top3: 0.9115 prec@top3: 0.6923 recall@top5: 0.9667 prec@top5: 0.4462 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:40:17 - mmengine - INFO - Epoch(train) [14][780/1441] lr: 2.0000e-02 eta: 2:24:42 time: 0.9199 data_time: 0.0232 memory: 23477 grad_norm: 0.1246 recall@thr=0.5: 0.7297 prec@thr=0.5: 0.8604 recall@top3: 0.9279 prec@top3: 0.6486 recall@top5: 0.9865 prec@top5: 0.4270 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 20:40:36 - mmengine - INFO - Epoch(train) [14][800/1441] lr: 2.0000e-02 eta: 2:24:23 time: 0.9427 data_time: 0.0260 memory: 23477 grad_norm: 0.1210 recall@thr=0.5: 0.6689 prec@thr=0.5: 0.6970 recall@top3: 0.7621 prec@top3: 0.6515 recall@top5: 0.8939 prec@top5: 0.4636 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 20:40:54 - mmengine - INFO - Epoch(train) [14][820/1441] lr: 2.0000e-02 eta: 2:24:04 time: 0.9092 data_time: 0.0236 memory: 23477 grad_norm: 0.1226 recall@thr=0.5: 0.7227 prec@thr=0.5: 0.7596 recall@top3: 0.8279 prec@top3: 0.6011 recall@top5: 0.8975 prec@top5: 0.4000 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:41:13 - mmengine - INFO - Epoch(train) [14][840/1441] lr: 2.0000e-02 eta: 2:23:46 time: 0.9511 data_time: 0.0268 memory: 23477 grad_norm: 0.1223 recall@thr=0.5: 0.6854 prec@thr=0.5: 0.8861 recall@top3: 0.8095 prec@top3: 0.7687 recall@top5: 0.9592 prec@top5: 0.5510 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 20:41:33 - mmengine - INFO - Epoch(train) [14][860/1441] lr: 2.0000e-02 eta: 2:23:28 time: 0.9968 data_time: 0.0279 memory: 23477 grad_norm: 0.1220 recall@thr=0.5: 0.7904 prec@thr=0.5: 0.8610 recall@top3: 0.8170 prec@top3: 0.7234 recall@top5: 0.9234 prec@top5: 0.4936 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 20:41:53 - mmengine - INFO - Epoch(train) [14][880/1441] lr: 2.0000e-02 eta: 2:23:10 time: 1.0152 data_time: 0.0807 memory: 23477 grad_norm: 0.1217 recall@thr=0.5: 0.8349 prec@thr=0.5: 0.8719 recall@top3: 0.8858 prec@top3: 0.7407 recall@top5: 0.9722 prec@top5: 0.5000 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 20:42:12 - mmengine - INFO - Epoch(train) [14][900/1441] lr: 2.0000e-02 eta: 2:22:51 time: 0.9221 data_time: 0.0224 memory: 23477 grad_norm: 0.1212 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7840 recall@top3: 0.7994 prec@top3: 0.6605 recall@top5: 0.9012 prec@top5: 0.4630 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 20:42:31 - mmengine - INFO - Epoch(train) [14][920/1441] lr: 2.0000e-02 eta: 2:22:33 time: 0.9550 data_time: 0.0226 memory: 23477 grad_norm: 0.1247 recall@thr=0.5: 0.8559 prec@thr=0.5: 0.8153 recall@top3: 0.9369 prec@top3: 0.7387 recall@top5: 1.0000 prec@top5: 0.4757 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:42:49 - mmengine - INFO - Epoch(train) [14][940/1441] lr: 2.0000e-02 eta: 2:22:14 time: 0.9130 data_time: 0.0217 memory: 23477 grad_norm: 0.1259 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8906 recall@top3: 0.8889 prec@top3: 0.7361 recall@top5: 0.9601 prec@top5: 0.4875 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 20:43:08 - mmengine - INFO - Epoch(train) [14][960/1441] lr: 2.0000e-02 eta: 2:21:55 time: 0.9443 data_time: 0.0202 memory: 23477 grad_norm: 0.1282 recall@thr=0.5: 0.9148 prec@thr=0.5: 0.9059 recall@top3: 0.9262 prec@top3: 0.7469 recall@top5: 0.9938 prec@top5: 0.4963 loss_action_cls: 0.0318 loss: 0.0318 2022/08/07 20:43:26 - mmengine - INFO - Epoch(train) [14][980/1441] lr: 2.0000e-02 eta: 2:21:36 time: 0.9204 data_time: 0.0206 memory: 23477 grad_norm: 0.1231 recall@thr=0.5: 0.8264 prec@thr=0.5: 0.8219 recall@top3: 0.8125 prec@top3: 0.7708 recall@top5: 0.9583 prec@top5: 0.5417 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 20:43:45 - mmengine - INFO - Epoch(train) [14][1000/1441] lr: 2.0000e-02 eta: 2:21:18 time: 0.9282 data_time: 0.0205 memory: 23477 grad_norm: 0.1316 recall@thr=0.5: 0.7631 prec@thr=0.5: 0.7607 recall@top3: 0.8092 prec@top3: 0.7143 recall@top5: 0.9295 prec@top5: 0.5071 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 20:44:03 - mmengine - INFO - Epoch(train) [14][1020/1441] lr: 2.0000e-02 eta: 2:20:59 time: 0.9134 data_time: 0.0229 memory: 23477 grad_norm: 0.1234 recall@thr=0.5: 0.7265 prec@thr=0.5: 0.7927 recall@top3: 0.7436 prec@top3: 0.5641 recall@top5: 0.8184 prec@top5: 0.3795 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 20:44:22 - mmengine - INFO - Epoch(train) [14][1040/1441] lr: 2.0000e-02 eta: 2:20:40 time: 0.9523 data_time: 0.0218 memory: 23477 grad_norm: 0.1230 recall@thr=0.5: 0.7437 prec@thr=0.5: 0.8413 recall@top3: 0.8222 prec@top3: 0.6111 recall@top5: 0.9643 prec@top5: 0.4619 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 20:44:41 - mmengine - INFO - Epoch(train) [14][1060/1441] lr: 2.0000e-02 eta: 2:20:22 time: 0.9305 data_time: 0.0217 memory: 23477 grad_norm: 0.1233 recall@thr=0.5: 0.8514 prec@thr=0.5: 0.9279 recall@top3: 0.9302 prec@top3: 0.7117 recall@top5: 0.9820 prec@top5: 0.4595 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 20:45:00 - mmengine - INFO - Epoch(train) [14][1080/1441] lr: 2.0000e-02 eta: 2:20:03 time: 0.9345 data_time: 0.0232 memory: 23477 grad_norm: 0.1207 recall@thr=0.5: 0.6913 prec@thr=0.5: 0.7022 recall@top3: 0.7609 prec@top3: 0.6120 recall@top5: 0.9454 prec@top5: 0.4557 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 20:45:19 - mmengine - INFO - Epoch(train) [14][1100/1441] lr: 2.0000e-02 eta: 2:19:45 time: 0.9500 data_time: 0.0358 memory: 23477 grad_norm: 0.1219 recall@thr=0.5: 0.7779 prec@thr=0.5: 0.8659 recall@top3: 0.8493 prec@top3: 0.7029 recall@top5: 0.9609 prec@top5: 0.4913 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 20:45:37 - mmengine - INFO - Epoch(train) [14][1120/1441] lr: 2.0000e-02 eta: 2:19:26 time: 0.9061 data_time: 0.0211 memory: 23477 grad_norm: 0.1226 recall@thr=0.5: 0.8864 prec@thr=0.5: 0.9470 recall@top3: 0.9091 prec@top3: 0.7172 recall@top5: 0.9596 prec@top5: 0.4667 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 20:45:55 - mmengine - INFO - Epoch(train) [14][1140/1441] lr: 2.0000e-02 eta: 2:19:07 time: 0.9336 data_time: 0.0218 memory: 23477 grad_norm: 0.1254 recall@thr=0.5: 0.7789 prec@thr=0.5: 0.8780 recall@top3: 0.8463 prec@top3: 0.7642 recall@top5: 0.9720 prec@top5: 0.5366 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 20:46:14 - mmengine - INFO - Epoch(train) [14][1160/1441] lr: 2.0000e-02 eta: 2:18:48 time: 0.9328 data_time: 0.0212 memory: 23477 grad_norm: 0.1222 recall@thr=0.5: 0.8652 prec@thr=0.5: 0.8794 recall@top3: 0.9113 prec@top3: 0.7234 recall@top5: 0.9716 prec@top5: 0.4681 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 20:46:32 - mmengine - INFO - Epoch(train) [14][1180/1441] lr: 2.0000e-02 eta: 2:18:29 time: 0.9183 data_time: 0.0209 memory: 23477 grad_norm: 0.1234 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.8741 recall@top3: 0.8337 prec@top3: 0.7518 recall@top5: 0.9163 prec@top5: 0.5106 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 20:46:51 - mmengine - INFO - Epoch(train) [14][1200/1441] lr: 2.0000e-02 eta: 2:18:11 time: 0.9203 data_time: 0.0289 memory: 23477 grad_norm: 0.1227 recall@thr=0.5: 0.7670 prec@thr=0.5: 0.8727 recall@top3: 0.8082 prec@top3: 0.6950 recall@top5: 0.9465 prec@top5: 0.5191 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 20:47:09 - mmengine - INFO - Epoch(train) [14][1220/1441] lr: 2.0000e-02 eta: 2:17:52 time: 0.9152 data_time: 0.0222 memory: 23477 grad_norm: 0.1246 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.7810 recall@top3: 0.8660 prec@top3: 0.6601 recall@top5: 0.9641 prec@top5: 0.4431 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 20:47:27 - mmengine - INFO - Epoch(train) [14][1240/1441] lr: 2.0000e-02 eta: 2:17:33 time: 0.9106 data_time: 0.0202 memory: 23477 grad_norm: 0.1222 recall@thr=0.5: 0.8184 prec@thr=0.5: 0.8333 recall@top3: 0.8440 prec@top3: 0.5897 recall@top5: 0.9615 prec@top5: 0.4205 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 20:47:46 - mmengine - INFO - Epoch(train) [14][1260/1441] lr: 2.0000e-02 eta: 2:17:14 time: 0.9125 data_time: 0.0218 memory: 23477 grad_norm: 0.1272 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.7748 recall@top3: 0.8649 prec@top3: 0.6126 recall@top5: 0.9640 prec@top5: 0.4324 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:47:52 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 20:48:04 - mmengine - INFO - Epoch(train) [14][1280/1441] lr: 2.0000e-02 eta: 2:16:56 time: 0.9300 data_time: 0.0246 memory: 23477 grad_norm: 0.1244 recall@thr=0.5: 0.7891 prec@thr=0.5: 0.8639 recall@top3: 0.8554 prec@top3: 0.7823 recall@top5: 0.9881 prec@top5: 0.5592 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 20:48:22 - mmengine - INFO - Epoch(train) [14][1300/1441] lr: 2.0000e-02 eta: 2:16:37 time: 0.9123 data_time: 0.0210 memory: 23477 grad_norm: 0.1222 recall@thr=0.5: 0.6646 prec@thr=0.5: 0.7947 recall@top3: 0.7821 prec@top3: 0.7561 recall@top5: 0.9313 prec@top5: 0.5561 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 20:48:41 - mmengine - INFO - Epoch(train) [14][1320/1441] lr: 2.0000e-02 eta: 2:16:18 time: 0.9105 data_time: 0.0219 memory: 23477 grad_norm: 0.1239 recall@thr=0.5: 0.7720 prec@thr=0.5: 0.8258 recall@top3: 0.8295 prec@top3: 0.6212 recall@top5: 0.9220 prec@top5: 0.4364 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 20:48:59 - mmengine - INFO - Epoch(train) [14][1340/1441] lr: 2.0000e-02 eta: 2:15:59 time: 0.9320 data_time: 0.0232 memory: 23477 grad_norm: 0.1247 recall@thr=0.5: 0.7606 prec@thr=0.5: 0.8351 recall@top3: 0.8138 prec@top3: 0.5745 recall@top5: 0.9326 prec@top5: 0.4128 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 20:49:17 - mmengine - INFO - Epoch(train) [14][1360/1441] lr: 2.0000e-02 eta: 2:15:40 time: 0.9050 data_time: 0.0216 memory: 23477 grad_norm: 0.1225 recall@thr=0.5: 0.6597 prec@thr=0.5: 0.7778 recall@top3: 0.8171 prec@top3: 0.6944 recall@top5: 0.9236 prec@top5: 0.4833 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 20:49:36 - mmengine - INFO - Epoch(train) [14][1380/1441] lr: 2.0000e-02 eta: 2:15:21 time: 0.9154 data_time: 0.0246 memory: 23477 grad_norm: 0.1226 recall@thr=0.5: 0.7840 prec@thr=0.5: 0.8090 recall@top3: 0.8704 prec@top3: 0.6728 recall@top5: 0.9444 prec@top5: 0.4519 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 20:49:54 - mmengine - INFO - Epoch(train) [14][1400/1441] lr: 2.0000e-02 eta: 2:15:03 time: 0.9210 data_time: 0.0216 memory: 23477 grad_norm: 0.1240 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.8967 recall@top3: 0.8533 prec@top3: 0.6867 recall@top5: 0.9750 prec@top5: 0.4920 loss_action_cls: 0.0298 loss: 0.0298 2022/08/07 20:50:13 - mmengine - INFO - Epoch(train) [14][1420/1441] lr: 2.0000e-02 eta: 2:14:44 time: 0.9207 data_time: 0.0235 memory: 23477 grad_norm: 0.1232 recall@thr=0.5: 0.8679 prec@thr=0.5: 0.9316 recall@top3: 0.8556 prec@top3: 0.7350 recall@top5: 0.9598 prec@top5: 0.5179 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 20:50:31 - mmengine - INFO - Epoch(train) [14][1440/1441] lr: 2.0000e-02 eta: 2:14:25 time: 0.9252 data_time: 0.0217 memory: 23477 grad_norm: 0.1274 recall@thr=0.5: 0.8244 prec@thr=0.5: 0.8974 recall@top3: 0.8554 prec@top3: 0.8013 recall@top5: 1.0000 prec@top5: 0.5769 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 20:50:32 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 20:50:32 - mmengine - INFO - Epoch(train) [14][1441/1441] lr: 2.0000e-02 eta: 2:14:25 time: 0.9073 data_time: 0.0222 memory: 12197 grad_norm: 0.1293 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8730 recall@top3: 0.8452 prec@top3: 0.6825 recall@top5: 0.9444 prec@top5: 0.4571 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 20:50:32 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/08/07 20:50:38 - mmengine - INFO - Epoch(val) [14][20/6282] eta: 0:05:16 time: 0.0506 data_time: 0.0045 memory: 1084 2022/08/07 20:50:39 - mmengine - INFO - Epoch(val) [14][40/6282] eta: 0:04:42 time: 0.0453 data_time: 0.0019 memory: 1084 2022/08/07 20:50:40 - mmengine - INFO - Epoch(val) [14][60/6282] eta: 0:04:48 time: 0.0463 data_time: 0.0017 memory: 1084 2022/08/07 20:50:41 - mmengine - INFO - Epoch(val) [14][80/6282] eta: 0:04:48 time: 0.0465 data_time: 0.0017 memory: 1084 2022/08/07 20:50:42 - mmengine - INFO - Epoch(val) [14][100/6282] eta: 0:04:44 time: 0.0460 data_time: 0.0018 memory: 1084 2022/08/07 20:50:43 - mmengine - INFO - Epoch(val) [14][120/6282] eta: 0:05:21 time: 0.0522 data_time: 0.0017 memory: 1155 2022/08/07 20:50:44 - mmengine - INFO - Epoch(val) [14][140/6282] eta: 0:06:23 time: 0.0625 data_time: 0.0020 memory: 1155 2022/08/07 20:50:45 - mmengine - INFO - Epoch(val) [14][160/6282] eta: 0:05:51 time: 0.0575 data_time: 0.0018 memory: 1155 2022/08/07 20:50:46 - mmengine - INFO - Epoch(val) [14][180/6282] eta: 0:06:21 time: 0.0626 data_time: 0.0025 memory: 1155 2022/08/07 20:50:48 - mmengine - INFO - Epoch(val) [14][200/6282] eta: 0:06:18 time: 0.0622 data_time: 0.0030 memory: 1155 2022/08/07 20:50:49 - mmengine - INFO - Epoch(val) [14][220/6282] eta: 0:05:08 time: 0.0509 data_time: 0.0021 memory: 1097 2022/08/07 20:50:50 - mmengine - INFO - Epoch(val) [14][240/6282] eta: 0:04:55 time: 0.0489 data_time: 0.0019 memory: 1097 2022/08/07 20:50:51 - mmengine - INFO - Epoch(val) [14][260/6282] eta: 0:05:08 time: 0.0512 data_time: 0.0019 memory: 1097 2022/08/07 20:50:52 - mmengine - INFO - Epoch(val) [14][280/6282] eta: 0:05:03 time: 0.0505 data_time: 0.0025 memory: 1097 2022/08/07 20:50:53 - mmengine - INFO - Epoch(val) [14][300/6282] eta: 0:05:15 time: 0.0527 data_time: 0.0018 memory: 1155 2022/08/07 20:50:54 - mmengine - INFO - Epoch(val) [14][320/6282] eta: 0:05:40 time: 0.0572 data_time: 0.0018 memory: 1155 2022/08/07 20:50:55 - mmengine - INFO - Epoch(val) [14][340/6282] eta: 0:05:47 time: 0.0584 data_time: 0.0017 memory: 1155 2022/08/07 20:50:56 - mmengine - INFO - Epoch(val) [14][360/6282] eta: 0:05:55 time: 0.0600 data_time: 0.0018 memory: 1155 2022/08/07 20:50:58 - mmengine - INFO - Epoch(val) [14][380/6282] eta: 0:05:54 time: 0.0601 data_time: 0.0019 memory: 1155 2022/08/07 20:50:59 - mmengine - INFO - Epoch(val) [14][400/6282] eta: 0:05:22 time: 0.0548 data_time: 0.0022 memory: 1155 2022/08/07 20:51:00 - mmengine - INFO - Epoch(val) [14][420/6282] eta: 0:04:30 time: 0.0462 data_time: 0.0018 memory: 1101 2022/08/07 20:51:01 - mmengine - INFO - Epoch(val) [14][440/6282] eta: 0:04:39 time: 0.0478 data_time: 0.0018 memory: 1101 2022/08/07 20:51:02 - mmengine - INFO - Epoch(val) [14][460/6282] eta: 0:04:33 time: 0.0470 data_time: 0.0019 memory: 1101 2022/08/07 20:51:03 - mmengine - INFO - Epoch(val) [14][480/6282] eta: 0:04:45 time: 0.0492 data_time: 0.0020 memory: 1101 2022/08/07 20:51:03 - mmengine - INFO - Epoch(val) [14][500/6282] eta: 0:04:43 time: 0.0491 data_time: 0.0019 memory: 1101 2022/08/07 20:51:04 - mmengine - INFO - Epoch(val) [14][520/6282] eta: 0:04:32 time: 0.0474 data_time: 0.0017 memory: 1097 2022/08/07 20:51:05 - mmengine - INFO - Epoch(val) [14][540/6282] eta: 0:04:28 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 20:51:06 - mmengine - INFO - Epoch(val) [14][560/6282] eta: 0:04:33 time: 0.0477 data_time: 0.0019 memory: 1097 2022/08/07 20:51:07 - mmengine - INFO - Epoch(val) [14][580/6282] eta: 0:04:30 time: 0.0474 data_time: 0.0020 memory: 1097 2022/08/07 20:51:08 - mmengine - INFO - Epoch(val) [14][600/6282] eta: 0:05:16 time: 0.0557 data_time: 0.0020 memory: 1097 2022/08/07 20:51:10 - mmengine - INFO - Epoch(val) [14][620/6282] eta: 0:05:17 time: 0.0561 data_time: 0.0030 memory: 1097 2022/08/07 20:51:11 - mmengine - INFO - Epoch(val) [14][640/6282] eta: 0:05:02 time: 0.0535 data_time: 0.0028 memory: 1094 2022/08/07 20:51:12 - mmengine - INFO - Epoch(val) [14][660/6282] eta: 0:05:16 time: 0.0563 data_time: 0.0034 memory: 1094 2022/08/07 20:51:13 - mmengine - INFO - Epoch(val) [14][680/6282] eta: 0:04:58 time: 0.0533 data_time: 0.0031 memory: 1094 2022/08/07 20:51:14 - mmengine - INFO - Epoch(val) [14][700/6282] eta: 0:04:57 time: 0.0533 data_time: 0.0024 memory: 1094 2022/08/07 20:51:15 - mmengine - INFO - Epoch(val) [14][720/6282] eta: 0:05:11 time: 0.0560 data_time: 0.0022 memory: 1155 2022/08/07 20:51:16 - mmengine - INFO - Epoch(val) [14][740/6282] eta: 0:05:28 time: 0.0592 data_time: 0.0023 memory: 1155 2022/08/07 20:51:17 - mmengine - INFO - Epoch(val) [14][760/6282] eta: 0:05:24 time: 0.0587 data_time: 0.0019 memory: 1155 2022/08/07 20:51:19 - mmengine - INFO - Epoch(val) [14][780/6282] eta: 0:05:30 time: 0.0601 data_time: 0.0022 memory: 1155 2022/08/07 20:51:20 - mmengine - INFO - Epoch(val) [14][800/6282] eta: 0:05:17 time: 0.0578 data_time: 0.0018 memory: 1155 2022/08/07 20:51:21 - mmengine - INFO - Epoch(val) [14][820/6282] eta: 0:04:40 time: 0.0514 data_time: 0.0020 memory: 1155 2022/08/07 20:51:22 - mmengine - INFO - Epoch(val) [14][840/6282] eta: 0:04:12 time: 0.0464 data_time: 0.0018 memory: 1097 2022/08/07 20:51:23 - mmengine - INFO - Epoch(val) [14][860/6282] eta: 0:04:59 time: 0.0552 data_time: 0.0020 memory: 1097 2022/08/07 20:51:24 - mmengine - INFO - Epoch(val) [14][880/6282] eta: 0:04:13 time: 0.0469 data_time: 0.0017 memory: 1097 2022/08/07 20:51:25 - mmengine - INFO - Epoch(val) [14][900/6282] eta: 0:04:17 time: 0.0478 data_time: 0.0016 memory: 1097 2022/08/07 20:51:26 - mmengine - INFO - Epoch(val) [14][920/6282] eta: 0:04:14 time: 0.0475 data_time: 0.0018 memory: 1097 2022/08/07 20:51:27 - mmengine - INFO - Epoch(val) [14][940/6282] eta: 0:04:02 time: 0.0453 data_time: 0.0019 memory: 1084 2022/08/07 20:51:28 - mmengine - INFO - Epoch(val) [14][960/6282] eta: 0:04:28 time: 0.0505 data_time: 0.0025 memory: 1084 2022/08/07 20:51:29 - mmengine - INFO - Epoch(val) [14][980/6282] eta: 0:04:05 time: 0.0464 data_time: 0.0019 memory: 1084 2022/08/07 20:51:30 - mmengine - INFO - Epoch(val) [14][1000/6282] eta: 0:04:09 time: 0.0473 data_time: 0.0022 memory: 1084 2022/08/07 20:51:31 - mmengine - INFO - Epoch(val) [14][1020/6282] eta: 0:04:09 time: 0.0474 data_time: 0.0024 memory: 1097 2022/08/07 20:51:31 - mmengine - INFO - Epoch(val) [14][1040/6282] eta: 0:04:13 time: 0.0484 data_time: 0.0020 memory: 1097 2022/08/07 20:51:32 - mmengine - INFO - Epoch(val) [14][1060/6282] eta: 0:04:14 time: 0.0487 data_time: 0.0018 memory: 1097 2022/08/07 20:51:33 - mmengine - INFO - Epoch(val) [14][1080/6282] eta: 0:04:02 time: 0.0466 data_time: 0.0016 memory: 1097 2022/08/07 20:51:34 - mmengine - INFO - Epoch(val) [14][1100/6282] eta: 0:04:09 time: 0.0482 data_time: 0.0019 memory: 1097 2022/08/07 20:51:36 - mmengine - INFO - Epoch(val) [14][1120/6282] eta: 0:04:52 time: 0.0566 data_time: 0.0027 memory: 1097 2022/08/07 20:51:37 - mmengine - INFO - Epoch(val) [14][1140/6282] eta: 0:04:40 time: 0.0546 data_time: 0.0031 memory: 1097 2022/08/07 20:51:38 - mmengine - INFO - Epoch(val) [14][1160/6282] eta: 0:04:31 time: 0.0530 data_time: 0.0026 memory: 1097 2022/08/07 20:51:39 - mmengine - INFO - Epoch(val) [14][1180/6282] eta: 0:04:38 time: 0.0546 data_time: 0.0030 memory: 1097 2022/08/07 20:51:40 - mmengine - INFO - Epoch(val) [14][1200/6282] eta: 0:04:30 time: 0.0532 data_time: 0.0025 memory: 1097 2022/08/07 20:51:41 - mmengine - INFO - Epoch(val) [14][1220/6282] eta: 0:04:40 time: 0.0553 data_time: 0.0028 memory: 1097 2022/08/07 20:51:42 - mmengine - INFO - Epoch(val) [14][1240/6282] eta: 0:05:33 time: 0.0661 data_time: 0.0031 memory: 1155 2022/08/07 20:51:44 - mmengine - INFO - Epoch(val) [14][1260/6282] eta: 0:05:16 time: 0.0630 data_time: 0.0029 memory: 1155 2022/08/07 20:51:45 - mmengine - INFO - Epoch(val) [14][1280/6282] eta: 0:05:07 time: 0.0616 data_time: 0.0024 memory: 1155 2022/08/07 20:51:46 - mmengine - INFO - Epoch(val) [14][1300/6282] eta: 0:05:19 time: 0.0641 data_time: 0.0037 memory: 1155 2022/08/07 20:51:47 - mmengine - INFO - Epoch(val) [14][1320/6282] eta: 0:05:11 time: 0.0628 data_time: 0.0028 memory: 1155 2022/08/07 20:51:49 - mmengine - INFO - Epoch(val) [14][1340/6282] eta: 0:04:51 time: 0.0590 data_time: 0.0022 memory: 1155 2022/08/07 20:51:50 - mmengine - INFO - Epoch(val) [14][1360/6282] eta: 0:04:34 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 20:51:51 - mmengine - INFO - Epoch(val) [14][1380/6282] eta: 0:04:34 time: 0.0560 data_time: 0.0020 memory: 1155 2022/08/07 20:51:52 - mmengine - INFO - Epoch(val) [14][1400/6282] eta: 0:04:33 time: 0.0559 data_time: 0.0019 memory: 1155 2022/08/07 20:51:53 - mmengine - INFO - Epoch(val) [14][1420/6282] eta: 0:04:28 time: 0.0552 data_time: 0.0019 memory: 1155 2022/08/07 20:51:54 - mmengine - INFO - Epoch(val) [14][1440/6282] eta: 0:04:37 time: 0.0573 data_time: 0.0018 memory: 1155 2022/08/07 20:51:55 - mmengine - INFO - Epoch(val) [14][1460/6282] eta: 0:04:32 time: 0.0566 data_time: 0.0018 memory: 1155 2022/08/07 20:51:56 - mmengine - INFO - Epoch(val) [14][1480/6282] eta: 0:04:40 time: 0.0583 data_time: 0.0019 memory: 1155 2022/08/07 20:51:58 - mmengine - INFO - Epoch(val) [14][1500/6282] eta: 0:04:35 time: 0.0577 data_time: 0.0017 memory: 1155 2022/08/07 20:51:59 - mmengine - INFO - Epoch(val) [14][1520/6282] eta: 0:04:34 time: 0.0577 data_time: 0.0018 memory: 1242 2022/08/07 20:52:00 - mmengine - INFO - Epoch(val) [14][1540/6282] eta: 0:05:11 time: 0.0658 data_time: 0.0018 memory: 1242 2022/08/07 20:52:02 - mmengine - INFO - Epoch(val) [14][1560/6282] eta: 0:05:23 time: 0.0685 data_time: 0.0020 memory: 1242 2022/08/07 20:52:03 - mmengine - INFO - Epoch(val) [14][1580/6282] eta: 0:05:36 time: 0.0716 data_time: 0.0021 memory: 1242 2022/08/07 20:52:04 - mmengine - INFO - Epoch(val) [14][1600/6282] eta: 0:05:35 time: 0.0718 data_time: 0.0023 memory: 1242 2022/08/07 20:52:06 - mmengine - INFO - Epoch(val) [14][1620/6282] eta: 0:05:22 time: 0.0692 data_time: 0.0020 memory: 1242 2022/08/07 20:52:07 - mmengine - INFO - Epoch(val) [14][1640/6282] eta: 0:04:13 time: 0.0547 data_time: 0.0019 memory: 1155 2022/08/07 20:52:08 - mmengine - INFO - Epoch(val) [14][1660/6282] eta: 0:04:21 time: 0.0565 data_time: 0.0019 memory: 1155 2022/08/07 20:52:09 - mmengine - INFO - Epoch(val) [14][1680/6282] eta: 0:04:39 time: 0.0608 data_time: 0.0067 memory: 1155 2022/08/07 20:52:10 - mmengine - INFO - Epoch(val) [14][1700/6282] eta: 0:04:12 time: 0.0551 data_time: 0.0018 memory: 1155 2022/08/07 20:52:11 - mmengine - INFO - Epoch(val) [14][1720/6282] eta: 0:04:12 time: 0.0554 data_time: 0.0018 memory: 1155 2022/08/07 20:52:13 - mmengine - INFO - Epoch(val) [14][1740/6282] eta: 0:04:28 time: 0.0591 data_time: 0.0022 memory: 1155 2022/08/07 20:52:14 - mmengine - INFO - Epoch(val) [14][1760/6282] eta: 0:04:31 time: 0.0600 data_time: 0.0026 memory: 1155 2022/08/07 20:52:15 - mmengine - INFO - Epoch(val) [14][1780/6282] eta: 0:04:39 time: 0.0620 data_time: 0.0022 memory: 1155 2022/08/07 20:52:16 - mmengine - INFO - Epoch(val) [14][1800/6282] eta: 0:04:32 time: 0.0609 data_time: 0.0025 memory: 1155 2022/08/07 20:52:18 - mmengine - INFO - Epoch(val) [14][1820/6282] eta: 0:04:43 time: 0.0635 data_time: 0.0030 memory: 1155 2022/08/07 20:52:19 - mmengine - INFO - Epoch(val) [14][1840/6282] eta: 0:04:37 time: 0.0625 data_time: 0.0021 memory: 1155 2022/08/07 20:52:20 - mmengine - INFO - Epoch(val) [14][1860/6282] eta: 0:04:13 time: 0.0573 data_time: 0.0019 memory: 1155 2022/08/07 20:52:21 - mmengine - INFO - Epoch(val) [14][1880/6282] eta: 0:04:12 time: 0.0574 data_time: 0.0020 memory: 1155 2022/08/07 20:52:22 - mmengine - INFO - Epoch(val) [14][1900/6282] eta: 0:04:37 time: 0.0634 data_time: 0.0022 memory: 1155 2022/08/07 20:52:24 - mmengine - INFO - Epoch(val) [14][1920/6282] eta: 0:04:15 time: 0.0586 data_time: 0.0020 memory: 1155 2022/08/07 20:52:25 - mmengine - INFO - Epoch(val) [14][1940/6282] eta: 0:03:56 time: 0.0544 data_time: 0.0018 memory: 1155 2022/08/07 20:52:26 - mmengine - INFO - Epoch(val) [14][1960/6282] eta: 0:03:24 time: 0.0473 data_time: 0.0018 memory: 1101 2022/08/07 20:52:27 - mmengine - INFO - Epoch(val) [14][1980/6282] eta: 0:03:27 time: 0.0483 data_time: 0.0018 memory: 1101 2022/08/07 20:52:28 - mmengine - INFO - Epoch(val) [14][2000/6282] eta: 0:03:20 time: 0.0469 data_time: 0.0018 memory: 1101 2022/08/07 20:52:29 - mmengine - INFO - Epoch(val) [14][2020/6282] eta: 0:03:34 time: 0.0502 data_time: 0.0021 memory: 1101 2022/08/07 20:52:30 - mmengine - INFO - Epoch(val) [14][2040/6282] eta: 0:03:18 time: 0.0469 data_time: 0.0018 memory: 1101 2022/08/07 20:52:31 - mmengine - INFO - Epoch(val) [14][2060/6282] eta: 0:03:18 time: 0.0470 data_time: 0.0018 memory: 1101 2022/08/07 20:52:31 - mmengine - INFO - Epoch(val) [14][2080/6282] eta: 0:03:24 time: 0.0486 data_time: 0.0022 memory: 1101 2022/08/07 20:52:32 - mmengine - INFO - Epoch(val) [14][2100/6282] eta: 0:03:17 time: 0.0472 data_time: 0.0018 memory: 1101 2022/08/07 20:52:33 - mmengine - INFO - Epoch(val) [14][2120/6282] eta: 0:03:17 time: 0.0474 data_time: 0.0022 memory: 1101 2022/08/07 20:52:34 - mmengine - INFO - Epoch(val) [14][2140/6282] eta: 0:03:30 time: 0.0508 data_time: 0.0022 memory: 1101 2022/08/07 20:52:35 - mmengine - INFO - Epoch(val) [14][2160/6282] eta: 0:03:13 time: 0.0468 data_time: 0.0017 memory: 1097 2022/08/07 20:52:36 - mmengine - INFO - Epoch(val) [14][2180/6282] eta: 0:03:11 time: 0.0466 data_time: 0.0018 memory: 1097 2022/08/07 20:52:37 - mmengine - INFO - Epoch(val) [14][2200/6282] eta: 0:03:15 time: 0.0479 data_time: 0.0018 memory: 1097 2022/08/07 20:52:39 - mmengine - INFO - Epoch(val) [14][2220/6282] eta: 0:05:15 time: 0.0776 data_time: 0.0019 memory: 1097 2022/08/07 20:52:40 - mmengine - INFO - Epoch(val) [14][2240/6282] eta: 0:03:15 time: 0.0483 data_time: 0.0020 memory: 1097 2022/08/07 20:52:41 - mmengine - INFO - Epoch(val) [14][2260/6282] eta: 0:03:16 time: 0.0488 data_time: 0.0021 memory: 1101 2022/08/07 20:52:42 - mmengine - INFO - Epoch(val) [14][2280/6282] eta: 0:03:06 time: 0.0466 data_time: 0.0016 memory: 1101 2022/08/07 20:52:43 - mmengine - INFO - Epoch(val) [14][2300/6282] eta: 0:03:08 time: 0.0474 data_time: 0.0020 memory: 1101 2022/08/07 20:52:44 - mmengine - INFO - Epoch(val) [14][2320/6282] eta: 0:03:08 time: 0.0477 data_time: 0.0019 memory: 1101 2022/08/07 20:52:45 - mmengine - INFO - Epoch(val) [14][2340/6282] eta: 0:03:20 time: 0.0509 data_time: 0.0026 memory: 1101 2022/08/07 20:52:46 - mmengine - INFO - Epoch(val) [14][2360/6282] eta: 0:03:15 time: 0.0498 data_time: 0.0020 memory: 1097 2022/08/07 20:52:47 - mmengine - INFO - Epoch(val) [14][2380/6282] eta: 0:03:16 time: 0.0503 data_time: 0.0024 memory: 1097 2022/08/07 20:52:48 - mmengine - INFO - Epoch(val) [14][2400/6282] eta: 0:03:13 time: 0.0498 data_time: 0.0021 memory: 1097 2022/08/07 20:52:49 - mmengine - INFO - Epoch(val) [14][2420/6282] eta: 0:03:13 time: 0.0501 data_time: 0.0022 memory: 1097 2022/08/07 20:52:50 - mmengine - INFO - Epoch(val) [14][2440/6282] eta: 0:03:28 time: 0.0542 data_time: 0.0031 memory: 1097 2022/08/07 20:52:51 - mmengine - INFO - Epoch(val) [14][2460/6282] eta: 0:03:56 time: 0.0618 data_time: 0.0029 memory: 1155 2022/08/07 20:52:52 - mmengine - INFO - Epoch(val) [14][2480/6282] eta: 0:03:53 time: 0.0614 data_time: 0.0030 memory: 1155 2022/08/07 20:52:53 - mmengine - INFO - Epoch(val) [14][2500/6282] eta: 0:03:48 time: 0.0604 data_time: 0.0026 memory: 1155 2022/08/07 20:52:55 - mmengine - INFO - Epoch(val) [14][2520/6282] eta: 0:03:50 time: 0.0613 data_time: 0.0029 memory: 1155 2022/08/07 20:52:56 - mmengine - INFO - Epoch(val) [14][2540/6282] eta: 0:03:37 time: 0.0580 data_time: 0.0020 memory: 1155 2022/08/07 20:52:57 - mmengine - INFO - Epoch(val) [14][2560/6282] eta: 0:03:40 time: 0.0592 data_time: 0.0021 memory: 1155 2022/08/07 20:52:59 - mmengine - INFO - Epoch(val) [14][2580/6282] eta: 0:04:42 time: 0.0763 data_time: 0.0025 memory: 1155 2022/08/07 20:53:00 - mmengine - INFO - Epoch(val) [14][2600/6282] eta: 0:03:34 time: 0.0583 data_time: 0.0020 memory: 1155 2022/08/07 20:53:01 - mmengine - INFO - Epoch(val) [14][2620/6282] eta: 0:03:32 time: 0.0580 data_time: 0.0018 memory: 1155 2022/08/07 20:53:02 - mmengine - INFO - Epoch(val) [14][2640/6282] eta: 0:03:35 time: 0.0591 data_time: 0.0023 memory: 1155 2022/08/07 20:53:03 - mmengine - INFO - Epoch(val) [14][2660/6282] eta: 0:04:05 time: 0.0677 data_time: 0.0021 memory: 1234 2022/08/07 20:53:05 - mmengine - INFO - Epoch(val) [14][2680/6282] eta: 0:04:15 time: 0.0710 data_time: 0.0026 memory: 1234 2022/08/07 20:53:06 - mmengine - INFO - Epoch(val) [14][2700/6282] eta: 0:04:15 time: 0.0713 data_time: 0.0026 memory: 1234 2022/08/07 20:53:08 - mmengine - INFO - Epoch(val) [14][2720/6282] eta: 0:04:19 time: 0.0728 data_time: 0.0024 memory: 1234 2022/08/07 20:53:09 - mmengine - INFO - Epoch(val) [14][2740/6282] eta: 0:04:07 time: 0.0699 data_time: 0.0025 memory: 1234 2022/08/07 20:53:10 - mmengine - INFO - Epoch(val) [14][2760/6282] eta: 0:02:55 time: 0.0498 data_time: 0.0017 memory: 1101 2022/08/07 20:53:11 - mmengine - INFO - Epoch(val) [14][2780/6282] eta: 0:02:52 time: 0.0492 data_time: 0.0016 memory: 1101 2022/08/07 20:53:12 - mmengine - INFO - Epoch(val) [14][2800/6282] eta: 0:02:45 time: 0.0476 data_time: 0.0018 memory: 1101 2022/08/07 20:53:13 - mmengine - INFO - Epoch(val) [14][2820/6282] eta: 0:02:46 time: 0.0481 data_time: 0.0019 memory: 1101 2022/08/07 20:53:14 - mmengine - INFO - Epoch(val) [14][2840/6282] eta: 0:02:45 time: 0.0480 data_time: 0.0019 memory: 1101 2022/08/07 20:53:15 - mmengine - INFO - Epoch(val) [14][2860/6282] eta: 0:03:02 time: 0.0532 data_time: 0.0019 memory: 1155 2022/08/07 20:53:16 - mmengine - INFO - Epoch(val) [14][2880/6282] eta: 0:03:19 time: 0.0587 data_time: 0.0018 memory: 1155 2022/08/07 20:53:17 - mmengine - INFO - Epoch(val) [14][2900/6282] eta: 0:03:09 time: 0.0559 data_time: 0.0020 memory: 1155 2022/08/07 20:53:19 - mmengine - INFO - Epoch(val) [14][2920/6282] eta: 0:04:29 time: 0.0802 data_time: 0.0034 memory: 1155 2022/08/07 20:53:20 - mmengine - INFO - Epoch(val) [14][2940/6282] eta: 0:02:45 time: 0.0497 data_time: 0.0017 memory: 1125 2022/08/07 20:53:21 - mmengine - INFO - Epoch(val) [14][2960/6282] eta: 0:02:47 time: 0.0505 data_time: 0.0019 memory: 1125 2022/08/07 20:53:22 - mmengine - INFO - Epoch(val) [14][2980/6282] eta: 0:02:54 time: 0.0528 data_time: 0.0025 memory: 1125 2022/08/07 20:53:23 - mmengine - INFO - Epoch(val) [14][3000/6282] eta: 0:02:50 time: 0.0520 data_time: 0.0019 memory: 1125 2022/08/07 20:53:24 - mmengine - INFO - Epoch(val) [14][3020/6282] eta: 0:03:03 time: 0.0562 data_time: 0.0020 memory: 1155 2022/08/07 20:53:26 - mmengine - INFO - Epoch(val) [14][3040/6282] eta: 0:03:13 time: 0.0596 data_time: 0.0020 memory: 1155 2022/08/07 20:53:27 - mmengine - INFO - Epoch(val) [14][3060/6282] eta: 0:03:09 time: 0.0588 data_time: 0.0019 memory: 1155 2022/08/07 20:53:28 - mmengine - INFO - Epoch(val) [14][3080/6282] eta: 0:02:59 time: 0.0561 data_time: 0.0022 memory: 1155 2022/08/07 20:53:29 - mmengine - INFO - Epoch(val) [14][3100/6282] eta: 0:03:05 time: 0.0583 data_time: 0.0068 memory: 1155 2022/08/07 20:53:30 - mmengine - INFO - Epoch(val) [14][3120/6282] eta: 0:02:35 time: 0.0493 data_time: 0.0018 memory: 1101 2022/08/07 20:53:31 - mmengine - INFO - Epoch(val) [14][3140/6282] eta: 0:02:32 time: 0.0485 data_time: 0.0016 memory: 1101 2022/08/07 20:53:32 - mmengine - INFO - Epoch(val) [14][3160/6282] eta: 0:02:34 time: 0.0494 data_time: 0.0018 memory: 1101 2022/08/07 20:53:33 - mmengine - INFO - Epoch(val) [14][3180/6282] eta: 0:02:36 time: 0.0503 data_time: 0.0019 memory: 1101 2022/08/07 20:53:34 - mmengine - INFO - Epoch(val) [14][3200/6282] eta: 0:02:44 time: 0.0533 data_time: 0.0018 memory: 1155 2022/08/07 20:53:35 - mmengine - INFO - Epoch(val) [14][3220/6282] eta: 0:02:52 time: 0.0563 data_time: 0.0019 memory: 1155 2022/08/07 20:53:36 - mmengine - INFO - Epoch(val) [14][3240/6282] eta: 0:02:47 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 20:53:37 - mmengine - INFO - Epoch(val) [14][3260/6282] eta: 0:02:47 time: 0.0553 data_time: 0.0019 memory: 1155 2022/08/07 20:53:39 - mmengine - INFO - Epoch(val) [14][3280/6282] eta: 0:04:17 time: 0.0859 data_time: 0.0027 memory: 1155 2022/08/07 20:53:40 - mmengine - INFO - Epoch(val) [14][3300/6282] eta: 0:02:53 time: 0.0583 data_time: 0.0019 memory: 1155 2022/08/07 20:53:41 - mmengine - INFO - Epoch(val) [14][3320/6282] eta: 0:02:50 time: 0.0575 data_time: 0.0024 memory: 1155 2022/08/07 20:53:43 - mmengine - INFO - Epoch(val) [14][3340/6282] eta: 0:03:10 time: 0.0649 data_time: 0.0025 memory: 1155 2022/08/07 20:53:44 - mmengine - INFO - Epoch(val) [14][3360/6282] eta: 0:02:47 time: 0.0575 data_time: 0.0019 memory: 1155 2022/08/07 20:53:45 - mmengine - INFO - Epoch(val) [14][3380/6282] eta: 0:02:34 time: 0.0533 data_time: 0.0017 memory: 1155 2022/08/07 20:53:46 - mmengine - INFO - Epoch(val) [14][3400/6282] eta: 0:02:14 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 20:53:47 - mmengine - INFO - Epoch(val) [14][3420/6282] eta: 0:02:12 time: 0.0463 data_time: 0.0017 memory: 1097 2022/08/07 20:53:48 - mmengine - INFO - Epoch(val) [14][3440/6282] eta: 0:02:20 time: 0.0493 data_time: 0.0024 memory: 1097 2022/08/07 20:53:49 - mmengine - INFO - Epoch(val) [14][3460/6282] eta: 0:02:16 time: 0.0483 data_time: 0.0020 memory: 1097 2022/08/07 20:53:50 - mmengine - INFO - Epoch(val) [14][3480/6282] eta: 0:02:14 time: 0.0481 data_time: 0.0016 memory: 1097 2022/08/07 20:53:51 - mmengine - INFO - Epoch(val) [14][3500/6282] eta: 0:02:15 time: 0.0485 data_time: 0.0018 memory: 1097 2022/08/07 20:53:52 - mmengine - INFO - Epoch(val) [14][3520/6282] eta: 0:02:15 time: 0.0489 data_time: 0.0016 memory: 1097 2022/08/07 20:53:53 - mmengine - INFO - Epoch(val) [14][3540/6282] eta: 0:02:19 time: 0.0508 data_time: 0.0022 memory: 1097 2022/08/07 20:53:54 - mmengine - INFO - Epoch(val) [14][3560/6282] eta: 0:02:13 time: 0.0492 data_time: 0.0019 memory: 1097 2022/08/07 20:53:55 - mmengine - INFO - Epoch(val) [14][3580/6282] eta: 0:02:20 time: 0.0518 data_time: 0.0018 memory: 1139 2022/08/07 20:53:56 - mmengine - INFO - Epoch(val) [14][3600/6282] eta: 0:02:19 time: 0.0521 data_time: 0.0019 memory: 1139 2022/08/07 20:53:57 - mmengine - INFO - Epoch(val) [14][3620/6282] eta: 0:02:21 time: 0.0533 data_time: 0.0023 memory: 1139 2022/08/07 20:53:59 - mmengine - INFO - Epoch(val) [14][3640/6282] eta: 0:03:31 time: 0.0802 data_time: 0.0023 memory: 1139 2022/08/07 20:54:00 - mmengine - INFO - Epoch(val) [14][3660/6282] eta: 0:02:16 time: 0.0521 data_time: 0.0024 memory: 1139 2022/08/07 20:54:01 - mmengine - INFO - Epoch(val) [14][3680/6282] eta: 0:02:20 time: 0.0542 data_time: 0.0019 memory: 1155 2022/08/07 20:54:02 - mmengine - INFO - Epoch(val) [14][3700/6282] eta: 0:02:27 time: 0.0573 data_time: 0.0019 memory: 1155 2022/08/07 20:54:03 - mmengine - INFO - Epoch(val) [14][3720/6282] eta: 0:02:25 time: 0.0566 data_time: 0.0021 memory: 1155 2022/08/07 20:54:04 - mmengine - INFO - Epoch(val) [14][3740/6282] eta: 0:02:20 time: 0.0554 data_time: 0.0019 memory: 1155 2022/08/07 20:54:05 - mmengine - INFO - Epoch(val) [14][3760/6282] eta: 0:02:24 time: 0.0574 data_time: 0.0020 memory: 1155 2022/08/07 20:54:06 - mmengine - INFO - Epoch(val) [14][3780/6282] eta: 0:02:20 time: 0.0562 data_time: 0.0019 memory: 1155 2022/08/07 20:54:08 - mmengine - INFO - Epoch(val) [14][3800/6282] eta: 0:02:17 time: 0.0556 data_time: 0.0019 memory: 1155 2022/08/07 20:54:09 - mmengine - INFO - Epoch(val) [14][3820/6282] eta: 0:02:20 time: 0.0570 data_time: 0.0019 memory: 1155 2022/08/07 20:54:10 - mmengine - INFO - Epoch(val) [14][3840/6282] eta: 0:02:15 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 20:54:11 - mmengine - INFO - Epoch(val) [14][3860/6282] eta: 0:02:13 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 20:54:12 - mmengine - INFO - Epoch(val) [14][3880/6282] eta: 0:02:13 time: 0.0558 data_time: 0.0018 memory: 1155 2022/08/07 20:54:13 - mmengine - INFO - Epoch(val) [14][3900/6282] eta: 0:02:11 time: 0.0552 data_time: 0.0017 memory: 1155 2022/08/07 20:54:14 - mmengine - INFO - Epoch(val) [14][3920/6282] eta: 0:02:11 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 20:54:15 - mmengine - INFO - Epoch(val) [14][3940/6282] eta: 0:02:13 time: 0.0569 data_time: 0.0021 memory: 1155 2022/08/07 20:54:17 - mmengine - INFO - Epoch(val) [14][3960/6282] eta: 0:02:10 time: 0.0561 data_time: 0.0019 memory: 1155 2022/08/07 20:54:18 - mmengine - INFO - Epoch(val) [14][3980/6282] eta: 0:02:13 time: 0.0580 data_time: 0.0019 memory: 1155 2022/08/07 20:54:19 - mmengine - INFO - Epoch(val) [14][4000/6282] eta: 0:03:13 time: 0.0847 data_time: 0.0019 memory: 1155 2022/08/07 20:54:21 - mmengine - INFO - Epoch(val) [14][4020/6282] eta: 0:02:08 time: 0.0569 data_time: 0.0017 memory: 1155 2022/08/07 20:54:22 - mmengine - INFO - Epoch(val) [14][4040/6282] eta: 0:02:23 time: 0.0640 data_time: 0.0027 memory: 1234 2022/08/07 20:54:23 - mmengine - INFO - Epoch(val) [14][4060/6282] eta: 0:02:40 time: 0.0721 data_time: 0.0025 memory: 1234 2022/08/07 20:54:25 - mmengine - INFO - Epoch(val) [14][4080/6282] eta: 0:02:35 time: 0.0708 data_time: 0.0022 memory: 1234 2022/08/07 20:54:26 - mmengine - INFO - Epoch(val) [14][4100/6282] eta: 0:02:38 time: 0.0728 data_time: 0.0029 memory: 1234 2022/08/07 20:54:28 - mmengine - INFO - Epoch(val) [14][4120/6282] eta: 0:02:37 time: 0.0729 data_time: 0.0026 memory: 1234 2022/08/07 20:54:29 - mmengine - INFO - Epoch(val) [14][4140/6282] eta: 0:02:14 time: 0.0628 data_time: 0.0021 memory: 1234 2022/08/07 20:54:30 - mmengine - INFO - Epoch(val) [14][4160/6282] eta: 0:01:39 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 20:54:31 - mmengine - INFO - Epoch(val) [14][4180/6282] eta: 0:01:39 time: 0.0473 data_time: 0.0018 memory: 1097 2022/08/07 20:54:32 - mmengine - INFO - Epoch(val) [14][4200/6282] eta: 0:01:39 time: 0.0480 data_time: 0.0018 memory: 1097 2022/08/07 20:54:33 - mmengine - INFO - Epoch(val) [14][4220/6282] eta: 0:01:39 time: 0.0485 data_time: 0.0017 memory: 1097 2022/08/07 20:54:34 - mmengine - INFO - Epoch(val) [14][4240/6282] eta: 0:01:38 time: 0.0484 data_time: 0.0018 memory: 1097 2022/08/07 20:54:35 - mmengine - INFO - Epoch(val) [14][4260/6282] eta: 0:01:40 time: 0.0495 data_time: 0.0017 memory: 1096 2022/08/07 20:54:36 - mmengine - INFO - Epoch(val) [14][4280/6282] eta: 0:01:36 time: 0.0483 data_time: 0.0017 memory: 1096 2022/08/07 20:54:37 - mmengine - INFO - Epoch(val) [14][4300/6282] eta: 0:01:35 time: 0.0483 data_time: 0.0017 memory: 1096 2022/08/07 20:54:38 - mmengine - INFO - Epoch(val) [14][4320/6282] eta: 0:01:33 time: 0.0476 data_time: 0.0017 memory: 1096 2022/08/07 20:54:39 - mmengine - INFO - Epoch(val) [14][4340/6282] eta: 0:02:24 time: 0.0745 data_time: 0.0024 memory: 1096 2022/08/07 20:54:40 - mmengine - INFO - Epoch(val) [14][4360/6282] eta: 0:01:47 time: 0.0559 data_time: 0.0018 memory: 1155 2022/08/07 20:54:41 - mmengine - INFO - Epoch(val) [14][4380/6282] eta: 0:01:46 time: 0.0558 data_time: 0.0018 memory: 1155 2022/08/07 20:54:43 - mmengine - INFO - Epoch(val) [14][4400/6282] eta: 0:01:50 time: 0.0589 data_time: 0.0019 memory: 1155 2022/08/07 20:54:44 - mmengine - INFO - Epoch(val) [14][4420/6282] eta: 0:01:51 time: 0.0597 data_time: 0.0020 memory: 1155 2022/08/07 20:54:45 - mmengine - INFO - Epoch(val) [14][4440/6282] eta: 0:01:45 time: 0.0574 data_time: 0.0019 memory: 1163 2022/08/07 20:54:46 - mmengine - INFO - Epoch(val) [14][4460/6282] eta: 0:01:47 time: 0.0592 data_time: 0.0018 memory: 1163 2022/08/07 20:54:47 - mmengine - INFO - Epoch(val) [14][4480/6282] eta: 0:01:41 time: 0.0564 data_time: 0.0019 memory: 1163 2022/08/07 20:54:48 - mmengine - INFO - Epoch(val) [14][4500/6282] eta: 0:01:46 time: 0.0599 data_time: 0.0026 memory: 1163 2022/08/07 20:54:50 - mmengine - INFO - Epoch(val) [14][4520/6282] eta: 0:01:34 time: 0.0535 data_time: 0.0019 memory: 1163 2022/08/07 20:54:50 - mmengine - INFO - Epoch(val) [14][4540/6282] eta: 0:01:25 time: 0.0489 data_time: 0.0017 memory: 1101 2022/08/07 20:54:51 - mmengine - INFO - Epoch(val) [14][4560/6282] eta: 0:01:22 time: 0.0480 data_time: 0.0018 memory: 1101 2022/08/07 20:54:52 - mmengine - INFO - Epoch(val) [14][4580/6282] eta: 0:01:21 time: 0.0481 data_time: 0.0020 memory: 1101 2022/08/07 20:54:53 - mmengine - INFO - Epoch(val) [14][4600/6282] eta: 0:01:20 time: 0.0478 data_time: 0.0019 memory: 1101 2022/08/07 20:54:54 - mmengine - INFO - Epoch(val) [14][4620/6282] eta: 0:01:21 time: 0.0493 data_time: 0.0025 memory: 1101 2022/08/07 20:54:56 - mmengine - INFO - Epoch(val) [14][4640/6282] eta: 0:01:34 time: 0.0576 data_time: 0.0017 memory: 1163 2022/08/07 20:54:57 - mmengine - INFO - Epoch(val) [14][4660/6282] eta: 0:01:34 time: 0.0583 data_time: 0.0018 memory: 1163 2022/08/07 20:54:58 - mmengine - INFO - Epoch(val) [14][4680/6282] eta: 0:01:31 time: 0.0572 data_time: 0.0019 memory: 1163 2022/08/07 20:54:59 - mmengine - INFO - Epoch(val) [14][4700/6282] eta: 0:01:36 time: 0.0609 data_time: 0.0019 memory: 1163 2022/08/07 20:55:00 - mmengine - INFO - Epoch(val) [14][4720/6282] eta: 0:01:25 time: 0.0548 data_time: 0.0018 memory: 1163 2022/08/07 20:55:01 - mmengine - INFO - Epoch(val) [14][4740/6282] eta: 0:01:18 time: 0.0507 data_time: 0.0018 memory: 1122 2022/08/07 20:55:02 - mmengine - INFO - Epoch(val) [14][4760/6282] eta: 0:01:18 time: 0.0516 data_time: 0.0019 memory: 1122 2022/08/07 20:55:03 - mmengine - INFO - Epoch(val) [14][4780/6282] eta: 0:01:15 time: 0.0502 data_time: 0.0020 memory: 1122 2022/08/07 20:55:04 - mmengine - INFO - Epoch(val) [14][4800/6282] eta: 0:01:16 time: 0.0513 data_time: 0.0022 memory: 1122 2022/08/07 20:55:05 - mmengine - INFO - Epoch(val) [14][4820/6282] eta: 0:01:15 time: 0.0516 data_time: 0.0017 memory: 1155 2022/08/07 20:55:06 - mmengine - INFO - Epoch(val) [14][4840/6282] eta: 0:01:19 time: 0.0549 data_time: 0.0019 memory: 1155 2022/08/07 20:55:08 - mmengine - INFO - Epoch(val) [14][4860/6282] eta: 0:01:17 time: 0.0548 data_time: 0.0020 memory: 1155 2022/08/07 20:55:09 - mmengine - INFO - Epoch(val) [14][4880/6282] eta: 0:01:22 time: 0.0589 data_time: 0.0021 memory: 1155 2022/08/07 20:55:10 - mmengine - INFO - Epoch(val) [14][4900/6282] eta: 0:01:53 time: 0.0819 data_time: 0.0018 memory: 1155 2022/08/07 20:55:12 - mmengine - INFO - Epoch(val) [14][4920/6282] eta: 0:01:21 time: 0.0597 data_time: 0.0020 memory: 1158 2022/08/07 20:55:13 - mmengine - INFO - Epoch(val) [14][4940/6282] eta: 0:01:19 time: 0.0592 data_time: 0.0019 memory: 1158 2022/08/07 20:55:14 - mmengine - INFO - Epoch(val) [14][4960/6282] eta: 0:01:16 time: 0.0582 data_time: 0.0019 memory: 1158 2022/08/07 20:55:15 - mmengine - INFO - Epoch(val) [14][4980/6282] eta: 0:01:14 time: 0.0572 data_time: 0.0018 memory: 1158 2022/08/07 20:55:16 - mmengine - INFO - Epoch(val) [14][5000/6282] eta: 0:01:12 time: 0.0569 data_time: 0.0019 memory: 1158 2022/08/07 20:55:17 - mmengine - INFO - Epoch(val) [14][5020/6282] eta: 0:01:06 time: 0.0523 data_time: 0.0020 memory: 1158 2022/08/07 20:55:18 - mmengine - INFO - Epoch(val) [14][5040/6282] eta: 0:01:00 time: 0.0490 data_time: 0.0022 memory: 1101 2022/08/07 20:55:19 - mmengine - INFO - Epoch(val) [14][5060/6282] eta: 0:00:57 time: 0.0467 data_time: 0.0018 memory: 1101 2022/08/07 20:55:20 - mmengine - INFO - Epoch(val) [14][5080/6282] eta: 0:00:55 time: 0.0465 data_time: 0.0018 memory: 1101 2022/08/07 20:55:21 - mmengine - INFO - Epoch(val) [14][5100/6282] eta: 0:00:55 time: 0.0468 data_time: 0.0017 memory: 1101 2022/08/07 20:55:22 - mmengine - INFO - Epoch(val) [14][5120/6282] eta: 0:00:54 time: 0.0472 data_time: 0.0018 memory: 1101 2022/08/07 20:55:23 - mmengine - INFO - Epoch(val) [14][5140/6282] eta: 0:00:53 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 20:55:24 - mmengine - INFO - Epoch(val) [14][5160/6282] eta: 0:00:51 time: 0.0460 data_time: 0.0016 memory: 1097 2022/08/07 20:55:25 - mmengine - INFO - Epoch(val) [14][5180/6282] eta: 0:00:51 time: 0.0466 data_time: 0.0017 memory: 1097 2022/08/07 20:55:26 - mmengine - INFO - Epoch(val) [14][5200/6282] eta: 0:00:51 time: 0.0475 data_time: 0.0017 memory: 1097 2022/08/07 20:55:27 - mmengine - INFO - Epoch(val) [14][5220/6282] eta: 0:00:49 time: 0.0468 data_time: 0.0019 memory: 1097 2022/08/07 20:55:28 - mmengine - INFO - Epoch(val) [14][5240/6282] eta: 0:00:48 time: 0.0462 data_time: 0.0018 memory: 1096 2022/08/07 20:55:29 - mmengine - INFO - Epoch(val) [14][5260/6282] eta: 0:01:16 time: 0.0745 data_time: 0.0026 memory: 1096 2022/08/07 20:55:30 - mmengine - INFO - Epoch(val) [14][5280/6282] eta: 0:00:47 time: 0.0478 data_time: 0.0018 memory: 1096 2022/08/07 20:55:31 - mmengine - INFO - Epoch(val) [14][5300/6282] eta: 0:00:46 time: 0.0474 data_time: 0.0019 memory: 1096 2022/08/07 20:55:32 - mmengine - INFO - Epoch(val) [14][5320/6282] eta: 0:00:46 time: 0.0479 data_time: 0.0019 memory: 1097 2022/08/07 20:55:33 - mmengine - INFO - Epoch(val) [14][5340/6282] eta: 0:00:46 time: 0.0495 data_time: 0.0019 memory: 1097 2022/08/07 20:55:34 - mmengine - INFO - Epoch(val) [14][5360/6282] eta: 0:00:44 time: 0.0483 data_time: 0.0019 memory: 1097 2022/08/07 20:55:35 - mmengine - INFO - Epoch(val) [14][5380/6282] eta: 0:00:42 time: 0.0475 data_time: 0.0021 memory: 1097 2022/08/07 20:55:36 - mmengine - INFO - Epoch(val) [14][5400/6282] eta: 0:00:43 time: 0.0489 data_time: 0.0020 memory: 1097 2022/08/07 20:55:37 - mmengine - INFO - Epoch(val) [14][5420/6282] eta: 0:00:41 time: 0.0482 data_time: 0.0019 memory: 1097 2022/08/07 20:55:38 - mmengine - INFO - Epoch(val) [14][5440/6282] eta: 0:00:40 time: 0.0482 data_time: 0.0021 memory: 1097 2022/08/07 20:55:39 - mmengine - INFO - Epoch(val) [14][5460/6282] eta: 0:00:41 time: 0.0509 data_time: 0.0018 memory: 1097 2022/08/07 20:55:40 - mmengine - INFO - Epoch(val) [14][5480/6282] eta: 0:00:38 time: 0.0477 data_time: 0.0019 memory: 1097 2022/08/07 20:55:41 - mmengine - INFO - Epoch(val) [14][5500/6282] eta: 0:00:36 time: 0.0463 data_time: 0.0018 memory: 1097 2022/08/07 20:55:42 - mmengine - INFO - Epoch(val) [14][5520/6282] eta: 0:00:37 time: 0.0492 data_time: 0.0018 memory: 1118 2022/08/07 20:55:43 - mmengine - INFO - Epoch(val) [14][5540/6282] eta: 0:00:35 time: 0.0474 data_time: 0.0018 memory: 1118 2022/08/07 20:55:44 - mmengine - INFO - Epoch(val) [14][5560/6282] eta: 0:00:35 time: 0.0489 data_time: 0.0018 memory: 1118 2022/08/07 20:55:45 - mmengine - INFO - Epoch(val) [14][5580/6282] eta: 0:00:34 time: 0.0498 data_time: 0.0021 memory: 1118 2022/08/07 20:55:46 - mmengine - INFO - Epoch(val) [14][5600/6282] eta: 0:00:34 time: 0.0506 data_time: 0.0021 memory: 1118 2022/08/07 20:55:47 - mmengine - INFO - Epoch(val) [14][5620/6282] eta: 0:00:32 time: 0.0484 data_time: 0.0020 memory: 1118 2022/08/07 20:55:48 - mmengine - INFO - Epoch(val) [14][5640/6282] eta: 0:00:31 time: 0.0492 data_time: 0.0021 memory: 1097 2022/08/07 20:55:49 - mmengine - INFO - Epoch(val) [14][5660/6282] eta: 0:00:47 time: 0.0766 data_time: 0.0027 memory: 1097 2022/08/07 20:55:50 - mmengine - INFO - Epoch(val) [14][5680/6282] eta: 0:00:29 time: 0.0486 data_time: 0.0021 memory: 1097 2022/08/07 20:55:51 - mmengine - INFO - Epoch(val) [14][5700/6282] eta: 0:00:27 time: 0.0474 data_time: 0.0017 memory: 1097 2022/08/07 20:55:52 - mmengine - INFO - Epoch(val) [14][5720/6282] eta: 0:00:26 time: 0.0478 data_time: 0.0019 memory: 1130 2022/08/07 20:55:53 - mmengine - INFO - Epoch(val) [14][5740/6282] eta: 0:00:26 time: 0.0486 data_time: 0.0016 memory: 1130 2022/08/07 20:55:54 - mmengine - INFO - Epoch(val) [14][5760/6282] eta: 0:00:26 time: 0.0515 data_time: 0.0019 memory: 1130 2022/08/07 20:55:55 - mmengine - INFO - Epoch(val) [14][5780/6282] eta: 0:00:24 time: 0.0487 data_time: 0.0019 memory: 1130 2022/08/07 20:55:56 - mmengine - INFO - Epoch(val) [14][5800/6282] eta: 0:00:23 time: 0.0479 data_time: 0.0015 memory: 1130 2022/08/07 20:55:57 - mmengine - INFO - Epoch(val) [14][5820/6282] eta: 0:00:23 time: 0.0511 data_time: 0.0019 memory: 1130 2022/08/07 20:55:58 - mmengine - INFO - Epoch(val) [14][5840/6282] eta: 0:00:23 time: 0.0524 data_time: 0.0024 memory: 1118 2022/08/07 20:55:59 - mmengine - INFO - Epoch(val) [14][5860/6282] eta: 0:00:21 time: 0.0500 data_time: 0.0019 memory: 1118 2022/08/07 20:56:00 - mmengine - INFO - Epoch(val) [14][5880/6282] eta: 0:00:20 time: 0.0499 data_time: 0.0017 memory: 1118 2022/08/07 20:56:01 - mmengine - INFO - Epoch(val) [14][5900/6282] eta: 0:00:19 time: 0.0500 data_time: 0.0018 memory: 1118 2022/08/07 20:56:02 - mmengine - INFO - Epoch(val) [14][5920/6282] eta: 0:00:18 time: 0.0510 data_time: 0.0019 memory: 1118 2022/08/07 20:56:03 - mmengine - INFO - Epoch(val) [14][5940/6282] eta: 0:00:17 time: 0.0498 data_time: 0.0019 memory: 1097 2022/08/07 20:56:04 - mmengine - INFO - Epoch(val) [14][5960/6282] eta: 0:00:15 time: 0.0492 data_time: 0.0017 memory: 1097 2022/08/07 20:56:05 - mmengine - INFO - Epoch(val) [14][5980/6282] eta: 0:00:15 time: 0.0511 data_time: 0.0018 memory: 1097 2022/08/07 20:56:06 - mmengine - INFO - Epoch(val) [14][6000/6282] eta: 0:00:15 time: 0.0550 data_time: 0.0019 memory: 1155 2022/08/07 20:56:08 - mmengine - INFO - Epoch(val) [14][6020/6282] eta: 0:00:14 time: 0.0560 data_time: 0.0017 memory: 1155 2022/08/07 20:56:09 - mmengine - INFO - Epoch(val) [14][6040/6282] eta: 0:00:19 time: 0.0793 data_time: 0.0018 memory: 1155 2022/08/07 20:56:10 - mmengine - INFO - Epoch(val) [14][6060/6282] eta: 0:00:12 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 20:56:11 - mmengine - INFO - Epoch(val) [14][6080/6282] eta: 0:00:11 time: 0.0548 data_time: 0.0018 memory: 1155 2022/08/07 20:56:12 - mmengine - INFO - Epoch(val) [14][6100/6282] eta: 0:00:09 time: 0.0544 data_time: 0.0017 memory: 1155 2022/08/07 20:56:14 - mmengine - INFO - Epoch(val) [14][6120/6282] eta: 0:00:08 time: 0.0551 data_time: 0.0017 memory: 1155 2022/08/07 20:56:15 - mmengine - INFO - Epoch(val) [14][6140/6282] eta: 0:00:07 time: 0.0543 data_time: 0.0016 memory: 1155 2022/08/07 20:56:16 - mmengine - INFO - Epoch(val) [14][6160/6282] eta: 0:00:06 time: 0.0543 data_time: 0.0021 memory: 1155 2022/08/07 20:56:17 - mmengine - INFO - Epoch(val) [14][6180/6282] eta: 0:00:05 time: 0.0535 data_time: 0.0016 memory: 1155 2022/08/07 20:56:18 - mmengine - INFO - Epoch(val) [14][6200/6282] eta: 0:00:04 time: 0.0535 data_time: 0.0015 memory: 1155 2022/08/07 20:56:19 - mmengine - INFO - Epoch(val) [14][6220/6282] eta: 0:00:03 time: 0.0543 data_time: 0.0022 memory: 1155 2022/08/07 20:56:20 - mmengine - INFO - Epoch(val) [14][6240/6282] eta: 0:00:02 time: 0.0531 data_time: 0.0014 memory: 1155 2022/08/07 20:56:21 - mmengine - INFO - Epoch(val) [14][6260/6282] eta: 0:00:01 time: 0.0533 data_time: 0.0015 memory: 1155 2022/08/07 20:56:22 - mmengine - INFO - Epoch(val) [14][6280/6282] eta: 0:00:00 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 20:59:48 - mmengine - INFO - Epoch(val) [14][6282/6282] mAP/mAP@0.5IOU: 0.2485 2022/08/07 21:00:08 - mmengine - INFO - Epoch(train) [15][20/1441] lr: 2.0000e-02 eta: 2:14:06 time: 0.9873 data_time: 0.1038 memory: 23477 grad_norm: 0.1213 recall@thr=0.5: 0.8208 prec@thr=0.5: 0.8846 recall@top3: 0.8562 prec@top3: 0.6917 recall@top5: 1.0000 prec@top5: 0.4850 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 21:00:26 - mmengine - INFO - Epoch(train) [15][40/1441] lr: 2.0000e-02 eta: 2:13:47 time: 0.9189 data_time: 0.0227 memory: 23477 grad_norm: 0.1216 recall@thr=0.5: 0.7420 prec@thr=0.5: 0.8494 recall@top3: 0.8622 prec@top3: 0.7244 recall@top5: 0.9728 prec@top5: 0.4923 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 21:00:45 - mmengine - INFO - Epoch(train) [15][60/1441] lr: 2.0000e-02 eta: 2:13:28 time: 0.9319 data_time: 0.0314 memory: 23477 grad_norm: 0.1221 recall@thr=0.5: 0.7713 prec@thr=0.5: 0.8295 recall@top3: 0.8624 prec@top3: 0.7519 recall@top5: 0.9632 prec@top5: 0.5116 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 21:01:04 - mmengine - INFO - Epoch(train) [15][80/1441] lr: 2.0000e-02 eta: 2:13:10 time: 0.9410 data_time: 0.0262 memory: 23477 grad_norm: 0.1242 recall@thr=0.5: 0.7095 prec@thr=0.5: 0.8829 recall@top3: 0.8221 prec@top3: 0.7387 recall@top5: 0.9302 prec@top5: 0.5189 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 21:01:23 - mmengine - INFO - Epoch(train) [15][100/1441] lr: 2.0000e-02 eta: 2:12:51 time: 0.9404 data_time: 0.0229 memory: 23477 grad_norm: 0.1257 recall@thr=0.5: 0.7263 prec@thr=0.5: 0.7556 recall@top3: 0.8674 prec@top3: 0.6889 recall@top5: 0.9611 prec@top5: 0.4756 loss_action_cls: 0.0311 loss: 0.0311 2022/08/07 21:01:41 - mmengine - INFO - Epoch(train) [15][120/1441] lr: 2.0000e-02 eta: 2:12:32 time: 0.9397 data_time: 0.0275 memory: 23477 grad_norm: 0.1266 recall@thr=0.5: 0.7965 prec@thr=0.5: 0.8306 recall@top3: 0.8682 prec@top3: 0.7209 recall@top5: 0.9535 prec@top5: 0.4884 loss_action_cls: 0.0310 loss: 0.0310 2022/08/07 21:02:00 - mmengine - INFO - Epoch(train) [15][140/1441] lr: 2.0000e-02 eta: 2:12:14 time: 0.9113 data_time: 0.0236 memory: 23477 grad_norm: 0.1219 recall@thr=0.5: 0.8042 prec@thr=0.5: 0.8505 recall@top3: 0.8624 prec@top3: 0.6667 recall@top5: 0.9550 prec@top5: 0.4571 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:02:18 - mmengine - INFO - Epoch(train) [15][160/1441] lr: 2.0000e-02 eta: 2:11:55 time: 0.9037 data_time: 0.0247 memory: 23477 grad_norm: 0.1224 recall@thr=0.5: 0.7733 prec@thr=0.5: 0.8411 recall@top3: 0.8050 prec@top3: 0.7209 recall@top5: 0.9322 prec@top5: 0.5163 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 21:02:36 - mmengine - INFO - Epoch(train) [15][180/1441] lr: 2.0000e-02 eta: 2:11:36 time: 0.9093 data_time: 0.0257 memory: 23477 grad_norm: 0.1227 recall@thr=0.5: 0.9209 prec@thr=0.5: 0.9081 recall@top3: 0.9124 prec@top3: 0.7778 recall@top5: 0.9786 prec@top5: 0.4974 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:02:54 - mmengine - INFO - Epoch(train) [15][200/1441] lr: 2.0000e-02 eta: 2:11:17 time: 0.9246 data_time: 0.0222 memory: 23477 grad_norm: 0.1254 recall@thr=0.5: 0.7901 prec@thr=0.5: 0.8395 recall@top3: 0.8827 prec@top3: 0.7407 recall@top5: 0.9506 prec@top5: 0.4889 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 21:03:13 - mmengine - INFO - Epoch(train) [15][220/1441] lr: 2.0000e-02 eta: 2:10:58 time: 0.9130 data_time: 0.0308 memory: 23477 grad_norm: 0.1267 recall@thr=0.5: 0.7473 prec@thr=0.5: 0.8561 recall@top3: 0.8129 prec@top3: 0.7045 recall@top5: 0.8970 prec@top5: 0.4773 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 21:03:31 - mmengine - INFO - Epoch(train) [15][240/1441] lr: 2.0000e-02 eta: 2:10:40 time: 0.9131 data_time: 0.0220 memory: 23477 grad_norm: 0.1278 recall@thr=0.5: 0.7869 prec@thr=0.5: 0.8709 recall@top3: 0.8974 prec@top3: 0.7974 recall@top5: 0.9673 prec@top5: 0.5255 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:03:49 - mmengine - INFO - Epoch(train) [15][260/1441] lr: 2.0000e-02 eta: 2:10:21 time: 0.8987 data_time: 0.0261 memory: 23477 grad_norm: 0.1249 recall@thr=0.5: 0.6915 prec@thr=0.5: 0.8207 recall@top3: 0.8470 prec@top3: 0.7259 recall@top5: 0.9837 prec@top5: 0.5289 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 21:04:07 - mmengine - INFO - Epoch(train) [15][280/1441] lr: 2.0000e-02 eta: 2:10:02 time: 0.9031 data_time: 0.0225 memory: 23477 grad_norm: 0.1231 recall@thr=0.5: 0.7419 prec@thr=0.5: 0.8516 recall@top3: 0.8699 prec@top3: 0.7724 recall@top5: 0.9573 prec@top5: 0.5268 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 21:04:25 - mmengine - INFO - Epoch(train) [15][300/1441] lr: 2.0000e-02 eta: 2:09:43 time: 0.9142 data_time: 0.0274 memory: 23477 grad_norm: 0.1275 recall@thr=0.5: 0.8317 prec@thr=0.5: 0.8740 recall@top3: 0.9073 prec@top3: 0.7073 recall@top5: 0.9659 prec@top5: 0.4585 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 21:04:43 - mmengine - INFO - Epoch(train) [15][320/1441] lr: 2.0000e-02 eta: 2:09:24 time: 0.9056 data_time: 0.0260 memory: 23477 grad_norm: 0.1258 recall@thr=0.5: 0.7821 prec@thr=0.5: 0.8654 recall@top3: 0.8803 prec@top3: 0.7179 recall@top5: 0.9658 prec@top5: 0.4667 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:05:02 - mmengine - INFO - Epoch(train) [15][340/1441] lr: 2.0000e-02 eta: 2:09:05 time: 0.9183 data_time: 0.0264 memory: 23477 grad_norm: 0.1241 recall@thr=0.5: 0.8488 prec@thr=0.5: 0.8630 recall@top3: 0.8873 prec@top3: 0.7593 recall@top5: 1.0000 prec@top5: 0.5222 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 21:05:20 - mmengine - INFO - Epoch(train) [15][360/1441] lr: 2.0000e-02 eta: 2:08:47 time: 0.9295 data_time: 0.0252 memory: 23477 grad_norm: 0.1273 recall@thr=0.5: 0.8260 prec@thr=0.5: 0.8382 recall@top3: 0.9093 prec@top3: 0.7353 recall@top5: 0.9534 prec@top5: 0.4706 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 21:05:38 - mmengine - INFO - Epoch(train) [15][380/1441] lr: 2.0000e-02 eta: 2:08:28 time: 0.8793 data_time: 0.0243 memory: 23477 grad_norm: 0.1240 recall@thr=0.5: 0.7942 prec@thr=0.5: 0.7925 recall@top3: 0.8146 prec@top3: 0.5578 recall@top5: 0.9422 prec@top5: 0.4000 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 21:05:56 - mmengine - INFO - Epoch(train) [15][400/1441] lr: 2.0000e-02 eta: 2:08:09 time: 0.9119 data_time: 0.0215 memory: 23477 grad_norm: 0.1255 recall@thr=0.5: 0.8085 prec@thr=0.5: 0.9078 recall@top3: 0.8830 prec@top3: 0.8227 recall@top5: 0.9574 prec@top5: 0.5447 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:06:14 - mmengine - INFO - Epoch(train) [15][420/1441] lr: 2.0000e-02 eta: 2:07:50 time: 0.9157 data_time: 0.0244 memory: 23477 grad_norm: 0.1279 recall@thr=0.5: 0.8845 prec@thr=0.5: 0.9205 recall@top3: 0.8583 prec@top3: 0.7500 recall@top5: 0.9470 prec@top5: 0.5182 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 21:06:33 - mmengine - INFO - Epoch(train) [15][440/1441] lr: 2.0000e-02 eta: 2:07:31 time: 0.9138 data_time: 0.0208 memory: 23477 grad_norm: 0.1239 recall@thr=0.5: 0.5325 prec@thr=0.5: 0.6688 recall@top3: 0.6962 prec@top3: 0.6838 recall@top5: 0.8419 prec@top5: 0.5128 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:06:51 - mmengine - INFO - Epoch(train) [15][460/1441] lr: 2.0000e-02 eta: 2:07:12 time: 0.9172 data_time: 0.0243 memory: 23477 grad_norm: 0.1272 recall@thr=0.5: 0.7466 prec@thr=0.5: 0.8469 recall@top3: 0.8367 prec@top3: 0.7483 recall@top5: 0.9405 prec@top5: 0.5184 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:07:09 - mmengine - INFO - Epoch(train) [15][480/1441] lr: 2.0000e-02 eta: 2:06:53 time: 0.9038 data_time: 0.0196 memory: 23477 grad_norm: 0.1237 recall@thr=0.5: 0.7238 prec@thr=0.5: 0.7877 recall@top3: 0.8238 prec@top3: 0.6984 recall@top5: 0.9456 prec@top5: 0.4952 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:07:28 - mmengine - INFO - Epoch(train) [15][500/1441] lr: 2.0000e-02 eta: 2:06:35 time: 0.9275 data_time: 0.0252 memory: 23477 grad_norm: 0.1260 recall@thr=0.5: 0.7775 prec@thr=0.5: 0.8208 recall@top3: 0.8146 prec@top3: 0.6917 recall@top5: 0.9225 prec@top5: 0.5000 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 21:07:46 - mmengine - INFO - Epoch(train) [15][520/1441] lr: 2.0000e-02 eta: 2:06:16 time: 0.9083 data_time: 0.0231 memory: 23477 grad_norm: 0.1274 recall@thr=0.5: 0.6572 prec@thr=0.5: 0.7553 recall@top3: 0.7424 prec@top3: 0.6439 recall@top5: 0.8883 prec@top5: 0.4773 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 21:08:05 - mmengine - INFO - Epoch(train) [15][540/1441] lr: 2.0000e-02 eta: 2:05:57 time: 0.9447 data_time: 0.0390 memory: 23477 grad_norm: 0.1279 recall@thr=0.5: 0.7035 prec@thr=0.5: 0.8413 recall@top3: 0.8285 prec@top3: 0.6987 recall@top5: 0.9295 prec@top5: 0.4846 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 21:08:23 - mmengine - INFO - Epoch(train) [15][560/1441] lr: 2.0000e-02 eta: 2:05:39 time: 0.9076 data_time: 0.0249 memory: 23477 grad_norm: 0.1217 recall@thr=0.5: 0.8119 prec@thr=0.5: 0.9071 recall@top3: 0.8949 prec@top3: 0.7756 recall@top5: 0.9635 prec@top5: 0.5115 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 21:08:42 - mmengine - INFO - Epoch(train) [15][580/1441] lr: 2.0000e-02 eta: 2:05:20 time: 0.9321 data_time: 0.0274 memory: 23477 grad_norm: 0.1220 recall@thr=0.5: 0.7217 prec@thr=0.5: 0.8550 recall@top3: 0.8567 prec@top3: 0.8000 recall@top5: 0.9433 prec@top5: 0.5280 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 21:09:00 - mmengine - INFO - Epoch(train) [15][600/1441] lr: 2.0000e-02 eta: 2:05:01 time: 0.9315 data_time: 0.0234 memory: 23477 grad_norm: 0.1279 recall@thr=0.5: 0.7572 prec@thr=0.5: 0.8510 recall@top3: 0.8176 prec@top3: 0.7391 recall@top5: 0.9734 prec@top5: 0.5449 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 21:09:18 - mmengine - INFO - Epoch(train) [15][620/1441] lr: 2.0000e-02 eta: 2:04:42 time: 0.9046 data_time: 0.0259 memory: 23477 grad_norm: 0.1230 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8917 recall@top3: 0.7944 prec@top3: 0.6556 recall@top5: 0.9333 prec@top5: 0.4600 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 21:09:37 - mmengine - INFO - Epoch(train) [15][640/1441] lr: 2.0000e-02 eta: 2:04:24 time: 0.9223 data_time: 0.0247 memory: 23477 grad_norm: 0.1241 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.7738 recall@top3: 0.7677 prec@top3: 0.6190 recall@top5: 0.9235 prec@top5: 0.4571 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 21:09:55 - mmengine - INFO - Epoch(train) [15][660/1441] lr: 2.0000e-02 eta: 2:04:05 time: 0.9164 data_time: 0.0324 memory: 23477 grad_norm: 0.1261 recall@thr=0.5: 0.9358 prec@thr=0.5: 0.9091 recall@top3: 0.9533 prec@top3: 0.7212 recall@top5: 0.9939 prec@top5: 0.4618 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 21:10:13 - mmengine - INFO - Epoch(train) [15][680/1441] lr: 2.0000e-02 eta: 2:03:46 time: 0.9117 data_time: 0.0230 memory: 23477 grad_norm: 0.1221 recall@thr=0.5: 0.7311 prec@thr=0.5: 0.8258 recall@top3: 0.8273 prec@top3: 0.6364 recall@top5: 0.9648 prec@top5: 0.4682 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 21:10:32 - mmengine - INFO - Epoch(train) [15][700/1441] lr: 2.0000e-02 eta: 2:03:28 time: 0.9569 data_time: 0.0309 memory: 23477 grad_norm: 0.1255 recall@thr=0.5: 0.8458 prec@thr=0.5: 0.9042 recall@top3: 0.8717 prec@top3: 0.7333 recall@top5: 0.9833 prec@top5: 0.5150 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 21:10:51 - mmengine - INFO - Epoch(train) [15][720/1441] lr: 2.0000e-02 eta: 2:03:09 time: 0.9078 data_time: 0.0208 memory: 23477 grad_norm: 0.1248 recall@thr=0.5: 0.7421 prec@thr=0.5: 0.9127 recall@top3: 0.8313 prec@top3: 0.7698 recall@top5: 0.9325 prec@top5: 0.5286 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:11:09 - mmengine - INFO - Epoch(train) [15][740/1441] lr: 2.0000e-02 eta: 2:02:50 time: 0.9259 data_time: 0.0269 memory: 23477 grad_norm: 0.1293 recall@thr=0.5: 0.8030 prec@thr=0.5: 0.8545 recall@top3: 0.9197 prec@top3: 0.7758 recall@top5: 0.9606 prec@top5: 0.4945 loss_action_cls: 0.0303 loss: 0.0303 2022/08/07 21:11:27 - mmengine - INFO - Epoch(train) [15][760/1441] lr: 2.0000e-02 eta: 2:02:31 time: 0.9183 data_time: 0.0200 memory: 23477 grad_norm: 0.1220 recall@thr=0.5: 0.6572 prec@thr=0.5: 0.8270 recall@top3: 0.7830 prec@top3: 0.6792 recall@top5: 0.9261 prec@top5: 0.4868 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 21:11:46 - mmengine - INFO - Epoch(train) [15][780/1441] lr: 2.0000e-02 eta: 2:02:13 time: 0.9070 data_time: 0.0262 memory: 23477 grad_norm: 0.1223 recall@thr=0.5: 0.8625 prec@thr=0.5: 0.9000 recall@top3: 0.8771 prec@top3: 0.8000 recall@top5: 0.9708 prec@top5: 0.5500 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 21:12:04 - mmengine - INFO - Epoch(train) [15][800/1441] lr: 2.0000e-02 eta: 2:01:54 time: 0.9012 data_time: 0.0216 memory: 23477 grad_norm: 0.1244 recall@thr=0.5: 0.8823 prec@thr=0.5: 0.8865 recall@top3: 0.8887 prec@top3: 0.6738 recall@top5: 0.9716 prec@top5: 0.4511 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 21:12:22 - mmengine - INFO - Epoch(train) [15][820/1441] lr: 2.0000e-02 eta: 2:01:35 time: 0.9183 data_time: 0.0270 memory: 23477 grad_norm: 0.1256 recall@thr=0.5: 0.8761 prec@thr=0.5: 0.8872 recall@top3: 0.8897 prec@top3: 0.6667 recall@top5: 0.9872 prec@top5: 0.4667 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 21:12:27 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 21:12:40 - mmengine - INFO - Epoch(train) [15][840/1441] lr: 2.0000e-02 eta: 2:01:16 time: 0.8834 data_time: 0.0216 memory: 23477 grad_norm: 0.1283 recall@thr=0.5: 0.8138 prec@thr=0.5: 0.8208 recall@top3: 0.8871 prec@top3: 0.7583 recall@top5: 0.9729 prec@top5: 0.5250 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 21:12:58 - mmengine - INFO - Epoch(train) [15][860/1441] lr: 2.0000e-02 eta: 2:00:57 time: 0.9098 data_time: 0.0259 memory: 23477 grad_norm: 0.1265 recall@thr=0.5: 0.7488 prec@thr=0.5: 0.8260 recall@top3: 0.8167 prec@top3: 0.7209 recall@top5: 0.9713 prec@top5: 0.5349 loss_action_cls: 0.0293 loss: 0.0293 2022/08/07 21:13:17 - mmengine - INFO - Epoch(train) [15][880/1441] lr: 2.0000e-02 eta: 2:00:39 time: 0.9390 data_time: 0.0223 memory: 23477 grad_norm: 0.1231 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8648 recall@top3: 0.8185 prec@top3: 0.7407 recall@top5: 0.9370 prec@top5: 0.5156 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:13:35 - mmengine - INFO - Epoch(train) [15][900/1441] lr: 2.0000e-02 eta: 2:00:20 time: 0.9149 data_time: 0.0207 memory: 23477 grad_norm: 0.1255 recall@thr=0.5: 0.7738 prec@thr=0.5: 0.8294 recall@top3: 0.8333 prec@top3: 0.6667 recall@top5: 0.9286 prec@top5: 0.4667 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 21:13:53 - mmengine - INFO - Epoch(train) [15][920/1441] lr: 2.0000e-02 eta: 2:00:01 time: 0.9171 data_time: 0.0244 memory: 23477 grad_norm: 0.1270 recall@thr=0.5: 0.8205 prec@thr=0.5: 0.9337 recall@top3: 0.8990 prec@top3: 0.8013 recall@top5: 0.9760 prec@top5: 0.5346 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:14:12 - mmengine - INFO - Epoch(train) [15][940/1441] lr: 2.0000e-02 eta: 1:59:42 time: 0.9421 data_time: 0.0301 memory: 23477 grad_norm: 0.1246 recall@thr=0.5: 0.8222 prec@thr=0.5: 0.9206 recall@top3: 0.8798 prec@top3: 0.7381 recall@top5: 0.9627 prec@top5: 0.5048 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 21:14:31 - mmengine - INFO - Epoch(train) [15][960/1441] lr: 2.0000e-02 eta: 1:59:24 time: 0.9301 data_time: 0.0226 memory: 23477 grad_norm: 0.1287 recall@thr=0.5: 0.7691 prec@thr=0.5: 0.8663 recall@top3: 0.8403 prec@top3: 0.5694 recall@top5: 0.9288 prec@top5: 0.3917 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 21:14:49 - mmengine - INFO - Epoch(train) [15][980/1441] lr: 2.0000e-02 eta: 1:59:05 time: 0.9023 data_time: 0.0232 memory: 23477 grad_norm: 0.1239 recall@thr=0.5: 0.8033 prec@thr=0.5: 0.8917 recall@top3: 0.8767 prec@top3: 0.7067 recall@top5: 0.9333 prec@top5: 0.4560 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 21:15:07 - mmengine - INFO - Epoch(train) [15][1000/1441] lr: 2.0000e-02 eta: 1:58:46 time: 0.9172 data_time: 0.0235 memory: 23477 grad_norm: 0.1208 recall@thr=0.5: 0.7486 prec@thr=0.5: 0.7972 recall@top3: 0.8375 prec@top3: 0.6722 recall@top5: 0.9153 prec@top5: 0.4500 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:15:25 - mmengine - INFO - Epoch(train) [15][1020/1441] lr: 2.0000e-02 eta: 1:58:27 time: 0.9147 data_time: 0.0210 memory: 23477 grad_norm: 0.1267 recall@thr=0.5: 0.8705 prec@thr=0.5: 0.8865 recall@top3: 0.8465 prec@top3: 0.8056 recall@top5: 0.9917 prec@top5: 0.5875 loss_action_cls: 0.0324 loss: 0.0324 2022/08/07 21:15:44 - mmengine - INFO - Epoch(train) [15][1040/1441] lr: 2.0000e-02 eta: 1:58:09 time: 0.9086 data_time: 0.0252 memory: 23477 grad_norm: 0.1239 recall@thr=0.5: 0.7580 prec@thr=0.5: 0.8816 recall@top3: 0.8046 prec@top3: 0.8103 recall@top5: 0.9612 prec@top5: 0.6069 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 21:16:03 - mmengine - INFO - Epoch(train) [15][1060/1441] lr: 2.0000e-02 eta: 1:57:50 time: 0.9448 data_time: 0.0217 memory: 23477 grad_norm: 0.1285 recall@thr=0.5: 0.8035 prec@thr=0.5: 0.8069 recall@top3: 0.8082 prec@top3: 0.6226 recall@top5: 0.8962 prec@top5: 0.4226 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 21:16:21 - mmengine - INFO - Epoch(train) [15][1080/1441] lr: 2.0000e-02 eta: 1:57:31 time: 0.9078 data_time: 0.0258 memory: 23477 grad_norm: 0.1233 recall@thr=0.5: 0.7540 prec@thr=0.5: 0.7579 recall@top3: 0.8571 prec@top3: 0.7063 recall@top5: 0.9683 prec@top5: 0.4857 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 21:16:39 - mmengine - INFO - Epoch(train) [15][1100/1441] lr: 2.0000e-02 eta: 1:57:12 time: 0.9040 data_time: 0.0220 memory: 23477 grad_norm: 0.1266 recall@thr=0.5: 0.7922 prec@thr=0.5: 0.8739 recall@top3: 0.8428 prec@top3: 0.7647 recall@top5: 0.9203 prec@top5: 0.5176 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 21:16:57 - mmengine - INFO - Epoch(train) [15][1120/1441] lr: 2.0000e-02 eta: 1:56:54 time: 0.9141 data_time: 0.0290 memory: 23477 grad_norm: 0.1247 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7659 recall@top3: 0.9067 prec@top3: 0.6667 recall@top5: 0.9722 prec@top5: 0.4381 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 21:17:16 - mmengine - INFO - Epoch(train) [15][1140/1441] lr: 2.0000e-02 eta: 1:56:35 time: 0.9356 data_time: 0.0285 memory: 23477 grad_norm: 0.1269 recall@thr=0.5: 0.8090 prec@thr=0.5: 0.8472 recall@top3: 0.8785 prec@top3: 0.6875 recall@top5: 0.9635 prec@top5: 0.4458 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 21:17:34 - mmengine - INFO - Epoch(train) [15][1160/1441] lr: 2.0000e-02 eta: 1:56:16 time: 0.9105 data_time: 0.0270 memory: 23477 grad_norm: 0.1253 recall@thr=0.5: 0.7384 prec@thr=0.5: 0.8992 recall@top3: 0.8275 prec@top3: 0.6357 recall@top5: 0.9109 prec@top5: 0.4326 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 21:17:52 - mmengine - INFO - Epoch(train) [15][1180/1441] lr: 2.0000e-02 eta: 1:55:57 time: 0.9194 data_time: 0.0207 memory: 23477 grad_norm: 0.1266 recall@thr=0.5: 0.7639 prec@thr=0.5: 0.8472 recall@top3: 0.8056 prec@top3: 0.7389 recall@top5: 0.9611 prec@top5: 0.5400 loss_action_cls: 0.0313 loss: 0.0313 2022/08/07 21:18:10 - mmengine - INFO - Epoch(train) [15][1200/1441] lr: 2.0000e-02 eta: 1:55:39 time: 0.8922 data_time: 0.0276 memory: 23477 grad_norm: 0.1279 recall@thr=0.5: 0.7384 prec@thr=0.5: 0.7868 recall@top3: 0.8314 prec@top3: 0.6589 recall@top5: 0.9457 prec@top5: 0.4651 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 21:18:29 - mmengine - INFO - Epoch(train) [15][1220/1441] lr: 2.0000e-02 eta: 1:55:20 time: 0.9207 data_time: 0.0209 memory: 23477 grad_norm: 0.1257 recall@thr=0.5: 0.7320 prec@thr=0.5: 0.6863 recall@top3: 0.8235 prec@top3: 0.6078 recall@top5: 0.9608 prec@top5: 0.4275 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 21:18:47 - mmengine - INFO - Epoch(train) [15][1240/1441] lr: 2.0000e-02 eta: 1:55:01 time: 0.9099 data_time: 0.0256 memory: 23477 grad_norm: 0.1316 recall@thr=0.5: 0.7531 prec@thr=0.5: 0.8302 recall@top3: 0.8381 prec@top3: 0.6855 recall@top5: 0.9623 prec@top5: 0.4906 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 21:19:05 - mmengine - INFO - Epoch(train) [15][1260/1441] lr: 2.0000e-02 eta: 1:54:42 time: 0.9070 data_time: 0.0197 memory: 23477 grad_norm: 0.1275 recall@thr=0.5: 0.8554 prec@thr=0.5: 0.9380 recall@top3: 0.8535 prec@top3: 0.7674 recall@top5: 0.9702 prec@top5: 0.5442 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 21:19:24 - mmengine - INFO - Epoch(train) [15][1280/1441] lr: 2.0000e-02 eta: 1:54:24 time: 0.9476 data_time: 0.0381 memory: 23477 grad_norm: 0.1286 recall@thr=0.5: 0.7644 prec@thr=0.5: 0.8285 recall@top3: 0.8974 prec@top3: 0.6987 recall@top5: 0.9551 prec@top5: 0.4577 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 21:19:42 - mmengine - INFO - Epoch(train) [15][1300/1441] lr: 2.0000e-02 eta: 1:54:05 time: 0.9246 data_time: 0.0204 memory: 23477 grad_norm: 0.1271 recall@thr=0.5: 0.7671 prec@thr=0.5: 0.7308 recall@top3: 0.8419 prec@top3: 0.5897 recall@top5: 0.9466 prec@top5: 0.4103 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 21:20:01 - mmengine - INFO - Epoch(train) [15][1320/1441] lr: 2.0000e-02 eta: 1:53:46 time: 0.9456 data_time: 0.0327 memory: 23477 grad_norm: 0.1283 recall@thr=0.5: 0.7121 prec@thr=0.5: 0.7955 recall@top3: 0.7879 prec@top3: 0.6212 recall@top5: 0.8902 prec@top5: 0.4227 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 21:20:20 - mmengine - INFO - Epoch(train) [15][1340/1441] lr: 2.0000e-02 eta: 1:53:28 time: 0.9305 data_time: 0.0248 memory: 23477 grad_norm: 0.1290 recall@thr=0.5: 0.7798 prec@thr=0.5: 0.7812 recall@top3: 0.7976 prec@top3: 0.6548 recall@top5: 0.9256 prec@top5: 0.4607 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:20:38 - mmengine - INFO - Epoch(train) [15][1360/1441] lr: 2.0000e-02 eta: 1:53:09 time: 0.9272 data_time: 0.0269 memory: 23477 grad_norm: 0.1253 recall@thr=0.5: 0.8102 prec@thr=0.5: 0.8912 recall@top3: 0.8704 prec@top3: 0.7500 recall@top5: 0.9745 prec@top5: 0.5167 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 21:20:57 - mmengine - INFO - Epoch(train) [15][1380/1441] lr: 2.0000e-02 eta: 1:52:51 time: 0.9372 data_time: 0.0245 memory: 23477 grad_norm: 0.1292 recall@thr=0.5: 0.7053 prec@thr=0.5: 0.8618 recall@top3: 0.8699 prec@top3: 0.6829 recall@top5: 0.9797 prec@top5: 0.4732 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 21:21:16 - mmengine - INFO - Epoch(train) [15][1400/1441] lr: 2.0000e-02 eta: 1:52:32 time: 0.9384 data_time: 0.0277 memory: 23477 grad_norm: 0.1241 recall@thr=0.5: 0.8237 prec@thr=0.5: 0.8109 recall@top3: 0.8590 prec@top3: 0.7500 recall@top5: 0.9551 prec@top5: 0.5077 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 21:21:34 - mmengine - INFO - Epoch(train) [15][1420/1441] lr: 2.0000e-02 eta: 1:52:13 time: 0.9248 data_time: 0.0216 memory: 23477 grad_norm: 0.1232 recall@thr=0.5: 0.8794 prec@thr=0.5: 0.8092 recall@top3: 0.9211 prec@top3: 0.7368 recall@top5: 1.0000 prec@top5: 0.4842 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 21:21:53 - mmengine - INFO - Epoch(train) [15][1440/1441] lr: 2.0000e-02 eta: 1:51:55 time: 0.9113 data_time: 0.0243 memory: 23477 grad_norm: 0.1283 recall@thr=0.5: 0.8419 prec@thr=0.5: 0.8205 recall@top3: 0.9188 prec@top3: 0.7607 recall@top5: 0.9829 prec@top5: 0.4923 loss_action_cls: 0.0304 loss: 0.0304 2022/08/07 21:21:53 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 21:21:53 - mmengine - INFO - Epoch(train) [15][1441/1441] lr: 2.0000e-02 eta: 1:51:55 time: 0.8911 data_time: 0.0245 memory: 12197 grad_norm: 0.1317 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.6667 recall@top3: 0.9306 prec@top3: 0.6481 recall@top5: 0.9444 prec@top5: 0.4000 loss_action_cls: 0.0312 loss: 0.0312 2022/08/07 21:21:53 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/08/07 21:22:01 - mmengine - INFO - Epoch(val) [15][20/6282] eta: 0:05:11 time: 0.0497 data_time: 0.0041 memory: 1084 2022/08/07 21:22:02 - mmengine - INFO - Epoch(val) [15][40/6282] eta: 0:07:31 time: 0.0723 data_time: 0.0018 memory: 1084 2022/08/07 21:22:03 - mmengine - INFO - Epoch(val) [15][60/6282] eta: 0:04:52 time: 0.0469 data_time: 0.0020 memory: 1084 2022/08/07 21:22:04 - mmengine - INFO - Epoch(val) [15][80/6282] eta: 0:04:52 time: 0.0472 data_time: 0.0020 memory: 1084 2022/08/07 21:22:05 - mmengine - INFO - Epoch(val) [15][100/6282] eta: 0:04:43 time: 0.0459 data_time: 0.0017 memory: 1084 2022/08/07 21:22:06 - mmengine - INFO - Epoch(val) [15][120/6282] eta: 0:05:36 time: 0.0546 data_time: 0.0022 memory: 1155 2022/08/07 21:22:07 - mmengine - INFO - Epoch(val) [15][140/6282] eta: 0:05:59 time: 0.0585 data_time: 0.0021 memory: 1155 2022/08/07 21:22:09 - mmengine - INFO - Epoch(val) [15][160/6282] eta: 0:06:13 time: 0.0610 data_time: 0.0021 memory: 1155 2022/08/07 21:22:10 - mmengine - INFO - Epoch(val) [15][180/6282] eta: 0:05:52 time: 0.0577 data_time: 0.0020 memory: 1155 2022/08/07 21:22:11 - mmengine - INFO - Epoch(val) [15][200/6282] eta: 0:06:07 time: 0.0604 data_time: 0.0033 memory: 1155 2022/08/07 21:22:12 - mmengine - INFO - Epoch(val) [15][220/6282] eta: 0:04:58 time: 0.0493 data_time: 0.0025 memory: 1097 2022/08/07 21:22:13 - mmengine - INFO - Epoch(val) [15][240/6282] eta: 0:05:07 time: 0.0509 data_time: 0.0019 memory: 1097 2022/08/07 21:22:14 - mmengine - INFO - Epoch(val) [15][260/6282] eta: 0:05:01 time: 0.0500 data_time: 0.0020 memory: 1097 2022/08/07 21:22:15 - mmengine - INFO - Epoch(val) [15][280/6282] eta: 0:04:48 time: 0.0481 data_time: 0.0017 memory: 1097 2022/08/07 21:22:16 - mmengine - INFO - Epoch(val) [15][300/6282] eta: 0:05:04 time: 0.0509 data_time: 0.0017 memory: 1155 2022/08/07 21:22:17 - mmengine - INFO - Epoch(val) [15][320/6282] eta: 0:05:49 time: 0.0585 data_time: 0.0019 memory: 1155 2022/08/07 21:22:18 - mmengine - INFO - Epoch(val) [15][340/6282] eta: 0:06:07 time: 0.0618 data_time: 0.0020 memory: 1155 2022/08/07 21:22:20 - mmengine - INFO - Epoch(val) [15][360/6282] eta: 0:05:40 time: 0.0574 data_time: 0.0019 memory: 1155 2022/08/07 21:22:21 - mmengine - INFO - Epoch(val) [15][380/6282] eta: 0:08:36 time: 0.0875 data_time: 0.0020 memory: 1155 2022/08/07 21:22:22 - mmengine - INFO - Epoch(val) [15][400/6282] eta: 0:05:11 time: 0.0529 data_time: 0.0018 memory: 1155 2022/08/07 21:22:23 - mmengine - INFO - Epoch(val) [15][420/6282] eta: 0:04:36 time: 0.0472 data_time: 0.0019 memory: 1101 2022/08/07 21:22:24 - mmengine - INFO - Epoch(val) [15][440/6282] eta: 0:04:36 time: 0.0474 data_time: 0.0018 memory: 1101 2022/08/07 21:22:25 - mmengine - INFO - Epoch(val) [15][460/6282] eta: 0:04:34 time: 0.0472 data_time: 0.0018 memory: 1101 2022/08/07 21:22:26 - mmengine - INFO - Epoch(val) [15][480/6282] eta: 0:04:26 time: 0.0460 data_time: 0.0018 memory: 1101 2022/08/07 21:22:27 - mmengine - INFO - Epoch(val) [15][500/6282] eta: 0:04:25 time: 0.0459 data_time: 0.0018 memory: 1101 2022/08/07 21:22:28 - mmengine - INFO - Epoch(val) [15][520/6282] eta: 0:04:24 time: 0.0460 data_time: 0.0017 memory: 1097 2022/08/07 21:22:29 - mmengine - INFO - Epoch(val) [15][540/6282] eta: 0:04:26 time: 0.0465 data_time: 0.0017 memory: 1097 2022/08/07 21:22:30 - mmengine - INFO - Epoch(val) [15][560/6282] eta: 0:04:50 time: 0.0508 data_time: 0.0022 memory: 1097 2022/08/07 21:22:31 - mmengine - INFO - Epoch(val) [15][580/6282] eta: 0:05:27 time: 0.0575 data_time: 0.0028 memory: 1097 2022/08/07 21:22:32 - mmengine - INFO - Epoch(val) [15][600/6282] eta: 0:05:06 time: 0.0539 data_time: 0.0026 memory: 1097 2022/08/07 21:22:33 - mmengine - INFO - Epoch(val) [15][620/6282] eta: 0:05:13 time: 0.0554 data_time: 0.0035 memory: 1097 2022/08/07 21:22:35 - mmengine - INFO - Epoch(val) [15][640/6282] eta: 0:05:24 time: 0.0576 data_time: 0.0025 memory: 1094 2022/08/07 21:22:36 - mmengine - INFO - Epoch(val) [15][660/6282] eta: 0:05:02 time: 0.0539 data_time: 0.0034 memory: 1094 2022/08/07 21:22:37 - mmengine - INFO - Epoch(val) [15][680/6282] eta: 0:04:38 time: 0.0497 data_time: 0.0019 memory: 1094 2022/08/07 21:22:38 - mmengine - INFO - Epoch(val) [15][700/6282] eta: 0:04:25 time: 0.0475 data_time: 0.0020 memory: 1094 2022/08/07 21:22:39 - mmengine - INFO - Epoch(val) [15][720/6282] eta: 0:05:23 time: 0.0582 data_time: 0.0024 memory: 1155 2022/08/07 21:22:40 - mmengine - INFO - Epoch(val) [15][740/6282] eta: 0:05:28 time: 0.0593 data_time: 0.0020 memory: 1155 2022/08/07 21:22:41 - mmengine - INFO - Epoch(val) [15][760/6282] eta: 0:05:50 time: 0.0634 data_time: 0.0024 memory: 1155 2022/08/07 21:22:42 - mmengine - INFO - Epoch(val) [15][780/6282] eta: 0:05:28 time: 0.0597 data_time: 0.0021 memory: 1155 2022/08/07 21:22:44 - mmengine - INFO - Epoch(val) [15][800/6282] eta: 0:05:26 time: 0.0595 data_time: 0.0020 memory: 1155 2022/08/07 21:22:45 - mmengine - INFO - Epoch(val) [15][820/6282] eta: 0:04:51 time: 0.0533 data_time: 0.0018 memory: 1155 2022/08/07 21:22:46 - mmengine - INFO - Epoch(val) [15][840/6282] eta: 0:04:19 time: 0.0476 data_time: 0.0017 memory: 1097 2022/08/07 21:22:47 - mmengine - INFO - Epoch(val) [15][860/6282] eta: 0:04:32 time: 0.0503 data_time: 0.0021 memory: 1097 2022/08/07 21:22:48 - mmengine - INFO - Epoch(val) [15][880/6282] eta: 0:04:24 time: 0.0489 data_time: 0.0019 memory: 1097 2022/08/07 21:22:49 - mmengine - INFO - Epoch(val) [15][900/6282] eta: 0:04:10 time: 0.0465 data_time: 0.0020 memory: 1097 2022/08/07 21:22:50 - mmengine - INFO - Epoch(val) [15][920/6282] eta: 0:04:20 time: 0.0485 data_time: 0.0024 memory: 1097 2022/08/07 21:22:51 - mmengine - INFO - Epoch(val) [15][940/6282] eta: 0:04:06 time: 0.0462 data_time: 0.0018 memory: 1084 2022/08/07 21:22:52 - mmengine - INFO - Epoch(val) [15][960/6282] eta: 0:04:30 time: 0.0508 data_time: 0.0029 memory: 1084 2022/08/07 21:22:52 - mmengine - INFO - Epoch(val) [15][980/6282] eta: 0:04:05 time: 0.0464 data_time: 0.0022 memory: 1084 2022/08/07 21:22:53 - mmengine - INFO - Epoch(val) [15][1000/6282] eta: 0:04:03 time: 0.0462 data_time: 0.0024 memory: 1084 2022/08/07 21:22:54 - mmengine - INFO - Epoch(val) [15][1020/6282] eta: 0:04:06 time: 0.0469 data_time: 0.0022 memory: 1097 2022/08/07 21:22:55 - mmengine - INFO - Epoch(val) [15][1040/6282] eta: 0:04:14 time: 0.0486 data_time: 0.0021 memory: 1097 2022/08/07 21:22:56 - mmengine - INFO - Epoch(val) [15][1060/6282] eta: 0:04:04 time: 0.0467 data_time: 0.0017 memory: 1097 2022/08/07 21:22:57 - mmengine - INFO - Epoch(val) [15][1080/6282] eta: 0:05:02 time: 0.0582 data_time: 0.0037 memory: 1097 2022/08/07 21:22:59 - mmengine - INFO - Epoch(val) [15][1100/6282] eta: 0:04:37 time: 0.0536 data_time: 0.0029 memory: 1097 2022/08/07 21:23:00 - mmengine - INFO - Epoch(val) [15][1120/6282] eta: 0:04:32 time: 0.0529 data_time: 0.0026 memory: 1097 2022/08/07 21:23:01 - mmengine - INFO - Epoch(val) [15][1140/6282] eta: 0:06:34 time: 0.0768 data_time: 0.0023 memory: 1097 2022/08/07 21:23:02 - mmengine - INFO - Epoch(val) [15][1160/6282] eta: 0:04:37 time: 0.0541 data_time: 0.0031 memory: 1097 2022/08/07 21:23:03 - mmengine - INFO - Epoch(val) [15][1180/6282] eta: 0:04:35 time: 0.0539 data_time: 0.0038 memory: 1097 2022/08/07 21:23:04 - mmengine - INFO - Epoch(val) [15][1200/6282] eta: 0:04:32 time: 0.0536 data_time: 0.0028 memory: 1097 2022/08/07 21:23:06 - mmengine - INFO - Epoch(val) [15][1220/6282] eta: 0:04:34 time: 0.0541 data_time: 0.0037 memory: 1097 2022/08/07 21:23:07 - mmengine - INFO - Epoch(val) [15][1240/6282] eta: 0:05:09 time: 0.0613 data_time: 0.0023 memory: 1155 2022/08/07 21:23:08 - mmengine - INFO - Epoch(val) [15][1260/6282] eta: 0:05:12 time: 0.0623 data_time: 0.0027 memory: 1155 2022/08/07 21:23:09 - mmengine - INFO - Epoch(val) [15][1280/6282] eta: 0:05:16 time: 0.0632 data_time: 0.0025 memory: 1155 2022/08/07 21:23:10 - mmengine - INFO - Epoch(val) [15][1300/6282] eta: 0:04:38 time: 0.0559 data_time: 0.0021 memory: 1155 2022/08/07 21:23:12 - mmengine - INFO - Epoch(val) [15][1320/6282] eta: 0:04:48 time: 0.0582 data_time: 0.0018 memory: 1155 2022/08/07 21:23:13 - mmengine - INFO - Epoch(val) [15][1340/6282] eta: 0:04:33 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 21:23:14 - mmengine - INFO - Epoch(val) [15][1360/6282] eta: 0:04:35 time: 0.0560 data_time: 0.0019 memory: 1155 2022/08/07 21:23:15 - mmengine - INFO - Epoch(val) [15][1380/6282] eta: 0:04:30 time: 0.0551 data_time: 0.0017 memory: 1155 2022/08/07 21:23:16 - mmengine - INFO - Epoch(val) [15][1400/6282] eta: 0:04:37 time: 0.0568 data_time: 0.0019 memory: 1155 2022/08/07 21:23:17 - mmengine - INFO - Epoch(val) [15][1420/6282] eta: 0:04:42 time: 0.0582 data_time: 0.0020 memory: 1155 2022/08/07 21:23:18 - mmengine - INFO - Epoch(val) [15][1440/6282] eta: 0:04:41 time: 0.0581 data_time: 0.0020 memory: 1155 2022/08/07 21:23:20 - mmengine - INFO - Epoch(val) [15][1460/6282] eta: 0:04:43 time: 0.0588 data_time: 0.0018 memory: 1155 2022/08/07 21:23:21 - mmengine - INFO - Epoch(val) [15][1480/6282] eta: 0:06:40 time: 0.0835 data_time: 0.0019 memory: 1155 2022/08/07 21:23:22 - mmengine - INFO - Epoch(val) [15][1500/6282] eta: 0:04:36 time: 0.0578 data_time: 0.0019 memory: 1155 2022/08/07 21:23:24 - mmengine - INFO - Epoch(val) [15][1520/6282] eta: 0:04:33 time: 0.0574 data_time: 0.0020 memory: 1242 2022/08/07 21:23:25 - mmengine - INFO - Epoch(val) [15][1540/6282] eta: 0:05:33 time: 0.0704 data_time: 0.0020 memory: 1242 2022/08/07 21:23:26 - mmengine - INFO - Epoch(val) [15][1560/6282] eta: 0:05:39 time: 0.0719 data_time: 0.0028 memory: 1242 2022/08/07 21:23:28 - mmengine - INFO - Epoch(val) [15][1580/6282] eta: 0:05:31 time: 0.0705 data_time: 0.0024 memory: 1242 2022/08/07 21:23:29 - mmengine - INFO - Epoch(val) [15][1600/6282] eta: 0:05:25 time: 0.0696 data_time: 0.0018 memory: 1242 2022/08/07 21:23:31 - mmengine - INFO - Epoch(val) [15][1620/6282] eta: 0:05:41 time: 0.0732 data_time: 0.0029 memory: 1242 2022/08/07 21:23:32 - mmengine - INFO - Epoch(val) [15][1640/6282] eta: 0:04:24 time: 0.0570 data_time: 0.0020 memory: 1155 2022/08/07 21:23:33 - mmengine - INFO - Epoch(val) [15][1660/6282] eta: 0:04:14 time: 0.0551 data_time: 0.0019 memory: 1155 2022/08/07 21:23:34 - mmengine - INFO - Epoch(val) [15][1680/6282] eta: 0:04:13 time: 0.0552 data_time: 0.0018 memory: 1155 2022/08/07 21:23:35 - mmengine - INFO - Epoch(val) [15][1700/6282] eta: 0:04:42 time: 0.0615 data_time: 0.0028 memory: 1155 2022/08/07 21:23:37 - mmengine - INFO - Epoch(val) [15][1720/6282] eta: 0:04:40 time: 0.0614 data_time: 0.0020 memory: 1155 2022/08/07 21:23:38 - mmengine - INFO - Epoch(val) [15][1740/6282] eta: 0:04:33 time: 0.0602 data_time: 0.0021 memory: 1155 2022/08/07 21:23:39 - mmengine - INFO - Epoch(val) [15][1760/6282] eta: 0:04:29 time: 0.0595 data_time: 0.0022 memory: 1155 2022/08/07 21:23:40 - mmengine - INFO - Epoch(val) [15][1780/6282] eta: 0:04:33 time: 0.0607 data_time: 0.0024 memory: 1155 2022/08/07 21:23:42 - mmengine - INFO - Epoch(val) [15][1800/6282] eta: 0:06:12 time: 0.0832 data_time: 0.0022 memory: 1155 2022/08/07 21:23:43 - mmengine - INFO - Epoch(val) [15][1820/6282] eta: 0:04:28 time: 0.0601 data_time: 0.0021 memory: 1155 2022/08/07 21:23:44 - mmengine - INFO - Epoch(val) [15][1840/6282] eta: 0:04:32 time: 0.0613 data_time: 0.0023 memory: 1155 2022/08/07 21:23:46 - mmengine - INFO - Epoch(val) [15][1860/6282] eta: 0:04:17 time: 0.0583 data_time: 0.0020 memory: 1155 2022/08/07 21:23:47 - mmengine - INFO - Epoch(val) [15][1880/6282] eta: 0:04:17 time: 0.0585 data_time: 0.0019 memory: 1155 2022/08/07 21:23:48 - mmengine - INFO - Epoch(val) [15][1900/6282] eta: 0:04:09 time: 0.0570 data_time: 0.0020 memory: 1155 2022/08/07 21:23:49 - mmengine - INFO - Epoch(val) [15][1920/6282] eta: 0:04:22 time: 0.0603 data_time: 0.0022 memory: 1155 2022/08/07 21:23:50 - mmengine - INFO - Epoch(val) [15][1940/6282] eta: 0:04:01 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 21:23:51 - mmengine - INFO - Epoch(val) [15][1960/6282] eta: 0:03:34 time: 0.0496 data_time: 0.0020 memory: 1101 2022/08/07 21:23:52 - mmengine - INFO - Epoch(val) [15][1980/6282] eta: 0:03:22 time: 0.0470 data_time: 0.0017 memory: 1101 2022/08/07 21:23:53 - mmengine - INFO - Epoch(val) [15][2000/6282] eta: 0:03:23 time: 0.0474 data_time: 0.0020 memory: 1101 2022/08/07 21:23:54 - mmengine - INFO - Epoch(val) [15][2020/6282] eta: 0:03:25 time: 0.0483 data_time: 0.0019 memory: 1101 2022/08/07 21:23:55 - mmengine - INFO - Epoch(val) [15][2040/6282] eta: 0:03:23 time: 0.0479 data_time: 0.0017 memory: 1101 2022/08/07 21:23:56 - mmengine - INFO - Epoch(val) [15][2060/6282] eta: 0:03:18 time: 0.0470 data_time: 0.0019 memory: 1101 2022/08/07 21:23:57 - mmengine - INFO - Epoch(val) [15][2080/6282] eta: 0:03:19 time: 0.0474 data_time: 0.0018 memory: 1101 2022/08/07 21:23:58 - mmengine - INFO - Epoch(val) [15][2100/6282] eta: 0:03:22 time: 0.0484 data_time: 0.0024 memory: 1101 2022/08/07 21:23:59 - mmengine - INFO - Epoch(val) [15][2120/6282] eta: 0:03:15 time: 0.0470 data_time: 0.0017 memory: 1101 2022/08/07 21:24:00 - mmengine - INFO - Epoch(val) [15][2140/6282] eta: 0:03:16 time: 0.0474 data_time: 0.0019 memory: 1101 2022/08/07 21:24:01 - mmengine - INFO - Epoch(val) [15][2160/6282] eta: 0:04:54 time: 0.0715 data_time: 0.0019 memory: 1097 2022/08/07 21:24:02 - mmengine - INFO - Epoch(val) [15][2180/6282] eta: 0:03:25 time: 0.0501 data_time: 0.0029 memory: 1097 2022/08/07 21:24:03 - mmengine - INFO - Epoch(val) [15][2200/6282] eta: 0:03:23 time: 0.0497 data_time: 0.0018 memory: 1097 2022/08/07 21:24:04 - mmengine - INFO - Epoch(val) [15][2220/6282] eta: 0:03:15 time: 0.0482 data_time: 0.0020 memory: 1097 2022/08/07 21:24:05 - mmengine - INFO - Epoch(val) [15][2240/6282] eta: 0:03:14 time: 0.0481 data_time: 0.0019 memory: 1097 2022/08/07 21:24:06 - mmengine - INFO - Epoch(val) [15][2260/6282] eta: 0:03:09 time: 0.0471 data_time: 0.0022 memory: 1101 2022/08/07 21:24:07 - mmengine - INFO - Epoch(val) [15][2280/6282] eta: 0:03:21 time: 0.0503 data_time: 0.0033 memory: 1101 2022/08/07 21:24:08 - mmengine - INFO - Epoch(val) [15][2300/6282] eta: 0:03:18 time: 0.0497 data_time: 0.0024 memory: 1101 2022/08/07 21:24:09 - mmengine - INFO - Epoch(val) [15][2320/6282] eta: 0:03:16 time: 0.0495 data_time: 0.0018 memory: 1101 2022/08/07 21:24:10 - mmengine - INFO - Epoch(val) [15][2340/6282] eta: 0:03:18 time: 0.0504 data_time: 0.0019 memory: 1101 2022/08/07 21:24:11 - mmengine - INFO - Epoch(val) [15][2360/6282] eta: 0:03:39 time: 0.0559 data_time: 0.0020 memory: 1097 2022/08/07 21:24:12 - mmengine - INFO - Epoch(val) [15][2380/6282] eta: 0:03:22 time: 0.0519 data_time: 0.0027 memory: 1097 2022/08/07 21:24:13 - mmengine - INFO - Epoch(val) [15][2400/6282] eta: 0:03:26 time: 0.0531 data_time: 0.0027 memory: 1097 2022/08/07 21:24:15 - mmengine - INFO - Epoch(val) [15][2420/6282] eta: 0:03:36 time: 0.0560 data_time: 0.0028 memory: 1097 2022/08/07 21:24:16 - mmengine - INFO - Epoch(val) [15][2440/6282] eta: 0:03:31 time: 0.0551 data_time: 0.0029 memory: 1097 2022/08/07 21:24:17 - mmengine - INFO - Epoch(val) [15][2460/6282] eta: 0:03:57 time: 0.0622 data_time: 0.0030 memory: 1155 2022/08/07 21:24:18 - mmengine - INFO - Epoch(val) [15][2480/6282] eta: 0:03:51 time: 0.0608 data_time: 0.0024 memory: 1155 2022/08/07 21:24:19 - mmengine - INFO - Epoch(val) [15][2500/6282] eta: 0:03:35 time: 0.0570 data_time: 0.0020 memory: 1155 2022/08/07 21:24:21 - mmengine - INFO - Epoch(val) [15][2520/6282] eta: 0:03:42 time: 0.0591 data_time: 0.0021 memory: 1155 2022/08/07 21:24:22 - mmengine - INFO - Epoch(val) [15][2540/6282] eta: 0:05:11 time: 0.0832 data_time: 0.0020 memory: 1155 2022/08/07 21:24:23 - mmengine - INFO - Epoch(val) [15][2560/6282] eta: 0:03:36 time: 0.0581 data_time: 0.0021 memory: 1155 2022/08/07 21:24:25 - mmengine - INFO - Epoch(val) [15][2580/6282] eta: 0:03:34 time: 0.0579 data_time: 0.0020 memory: 1155 2022/08/07 21:24:26 - mmengine - INFO - Epoch(val) [15][2600/6282] eta: 0:03:42 time: 0.0605 data_time: 0.0022 memory: 1155 2022/08/07 21:24:27 - mmengine - INFO - Epoch(val) [15][2620/6282] eta: 0:03:39 time: 0.0600 data_time: 0.0020 memory: 1155 2022/08/07 21:24:28 - mmengine - INFO - Epoch(val) [15][2640/6282] eta: 0:03:31 time: 0.0580 data_time: 0.0020 memory: 1155 2022/08/07 21:24:30 - mmengine - INFO - Epoch(val) [15][2660/6282] eta: 0:04:26 time: 0.0735 data_time: 0.0025 memory: 1234 2022/08/07 21:24:31 - mmengine - INFO - Epoch(val) [15][2680/6282] eta: 0:04:36 time: 0.0767 data_time: 0.0038 memory: 1234 2022/08/07 21:24:33 - mmengine - INFO - Epoch(val) [15][2700/6282] eta: 0:04:13 time: 0.0707 data_time: 0.0022 memory: 1234 2022/08/07 21:24:34 - mmengine - INFO - Epoch(val) [15][2720/6282] eta: 0:04:12 time: 0.0710 data_time: 0.0021 memory: 1234 2022/08/07 21:24:35 - mmengine - INFO - Epoch(val) [15][2740/6282] eta: 0:03:59 time: 0.0676 data_time: 0.0028 memory: 1234 2022/08/07 21:24:36 - mmengine - INFO - Epoch(val) [15][2760/6282] eta: 0:02:48 time: 0.0478 data_time: 0.0020 memory: 1101 2022/08/07 21:24:37 - mmengine - INFO - Epoch(val) [15][2780/6282] eta: 0:02:46 time: 0.0476 data_time: 0.0023 memory: 1101 2022/08/07 21:24:38 - mmengine - INFO - Epoch(val) [15][2800/6282] eta: 0:02:49 time: 0.0486 data_time: 0.0018 memory: 1101 2022/08/07 21:24:39 - mmengine - INFO - Epoch(val) [15][2820/6282] eta: 0:02:46 time: 0.0480 data_time: 0.0022 memory: 1101 2022/08/07 21:24:40 - mmengine - INFO - Epoch(val) [15][2840/6282] eta: 0:02:49 time: 0.0491 data_time: 0.0017 memory: 1101 2022/08/07 21:24:41 - mmengine - INFO - Epoch(val) [15][2860/6282] eta: 0:03:26 time: 0.0603 data_time: 0.0018 memory: 1155 2022/08/07 21:24:43 - mmengine - INFO - Epoch(val) [15][2880/6282] eta: 0:03:07 time: 0.0552 data_time: 0.0017 memory: 1155 2022/08/07 21:24:44 - mmengine - INFO - Epoch(val) [15][2900/6282] eta: 0:03:05 time: 0.0547 data_time: 0.0018 memory: 1155 2022/08/07 21:24:45 - mmengine - INFO - Epoch(val) [15][2920/6282] eta: 0:02:51 time: 0.0509 data_time: 0.0017 memory: 1155 2022/08/07 21:24:46 - mmengine - INFO - Epoch(val) [15][2940/6282] eta: 0:02:51 time: 0.0513 data_time: 0.0019 memory: 1125 2022/08/07 21:24:47 - mmengine - INFO - Epoch(val) [15][2960/6282] eta: 0:02:39 time: 0.0479 data_time: 0.0017 memory: 1125 2022/08/07 21:24:48 - mmengine - INFO - Epoch(val) [15][2980/6282] eta: 0:02:41 time: 0.0490 data_time: 0.0019 memory: 1125 2022/08/07 21:24:49 - mmengine - INFO - Epoch(val) [15][3000/6282] eta: 0:02:33 time: 0.0469 data_time: 0.0016 memory: 1125 2022/08/07 21:24:50 - mmengine - INFO - Epoch(val) [15][3020/6282] eta: 0:03:13 time: 0.0593 data_time: 0.0019 memory: 1155 2022/08/07 21:24:51 - mmengine - INFO - Epoch(val) [15][3040/6282] eta: 0:03:09 time: 0.0583 data_time: 0.0028 memory: 1155 2022/08/07 21:24:52 - mmengine - INFO - Epoch(val) [15][3060/6282] eta: 0:03:02 time: 0.0567 data_time: 0.0020 memory: 1155 2022/08/07 21:24:53 - mmengine - INFO - Epoch(val) [15][3080/6282] eta: 0:02:58 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 21:24:54 - mmengine - INFO - Epoch(val) [15][3100/6282] eta: 0:02:45 time: 0.0520 data_time: 0.0018 memory: 1155 2022/08/07 21:24:55 - mmengine - INFO - Epoch(val) [15][3120/6282] eta: 0:02:30 time: 0.0475 data_time: 0.0016 memory: 1101 2022/08/07 21:24:56 - mmengine - INFO - Epoch(val) [15][3140/6282] eta: 0:02:33 time: 0.0487 data_time: 0.0021 memory: 1101 2022/08/07 21:24:57 - mmengine - INFO - Epoch(val) [15][3160/6282] eta: 0:02:31 time: 0.0484 data_time: 0.0017 memory: 1101 2022/08/07 21:24:58 - mmengine - INFO - Epoch(val) [15][3180/6282] eta: 0:02:34 time: 0.0500 data_time: 0.0017 memory: 1101 2022/08/07 21:24:59 - mmengine - INFO - Epoch(val) [15][3200/6282] eta: 0:02:43 time: 0.0529 data_time: 0.0018 memory: 1155 2022/08/07 21:25:00 - mmengine - INFO - Epoch(val) [15][3220/6282] eta: 0:02:53 time: 0.0565 data_time: 0.0019 memory: 1155 2022/08/07 21:25:02 - mmengine - INFO - Epoch(val) [15][3240/6282] eta: 0:04:44 time: 0.0934 data_time: 0.0022 memory: 1155 2022/08/07 21:25:03 - mmengine - INFO - Epoch(val) [15][3260/6282] eta: 0:03:02 time: 0.0603 data_time: 0.0023 memory: 1155 2022/08/07 21:25:05 - mmengine - INFO - Epoch(val) [15][3280/6282] eta: 0:03:03 time: 0.0611 data_time: 0.0018 memory: 1155 2022/08/07 21:25:06 - mmengine - INFO - Epoch(val) [15][3300/6282] eta: 0:02:55 time: 0.0590 data_time: 0.0025 memory: 1155 2022/08/07 21:25:07 - mmengine - INFO - Epoch(val) [15][3320/6282] eta: 0:02:47 time: 0.0565 data_time: 0.0018 memory: 1155 2022/08/07 21:25:08 - mmengine - INFO - Epoch(val) [15][3340/6282] eta: 0:02:51 time: 0.0582 data_time: 0.0018 memory: 1155 2022/08/07 21:25:09 - mmengine - INFO - Epoch(val) [15][3360/6282] eta: 0:02:52 time: 0.0589 data_time: 0.0019 memory: 1155 2022/08/07 21:25:11 - mmengine - INFO - Epoch(val) [15][3380/6282] eta: 0:02:40 time: 0.0553 data_time: 0.0022 memory: 1155 2022/08/07 21:25:12 - mmengine - INFO - Epoch(val) [15][3400/6282] eta: 0:02:28 time: 0.0517 data_time: 0.0019 memory: 1097 2022/08/07 21:25:13 - mmengine - INFO - Epoch(val) [15][3420/6282] eta: 0:02:19 time: 0.0486 data_time: 0.0020 memory: 1097 2022/08/07 21:25:14 - mmengine - INFO - Epoch(val) [15][3440/6282] eta: 0:02:16 time: 0.0482 data_time: 0.0016 memory: 1097 2022/08/07 21:25:14 - mmengine - INFO - Epoch(val) [15][3460/6282] eta: 0:02:16 time: 0.0484 data_time: 0.0022 memory: 1097 2022/08/07 21:25:15 - mmengine - INFO - Epoch(val) [15][3480/6282] eta: 0:02:16 time: 0.0487 data_time: 0.0022 memory: 1097 2022/08/07 21:25:16 - mmengine - INFO - Epoch(val) [15][3500/6282] eta: 0:02:18 time: 0.0497 data_time: 0.0021 memory: 1097 2022/08/07 21:25:17 - mmengine - INFO - Epoch(val) [15][3520/6282] eta: 0:02:20 time: 0.0508 data_time: 0.0018 memory: 1097 2022/08/07 21:25:18 - mmengine - INFO - Epoch(val) [15][3540/6282] eta: 0:02:16 time: 0.0499 data_time: 0.0018 memory: 1097 2022/08/07 21:25:20 - mmengine - INFO - Epoch(val) [15][3560/6282] eta: 0:02:16 time: 0.0503 data_time: 0.0018 memory: 1097 2022/08/07 21:25:21 - mmengine - INFO - Epoch(val) [15][3580/6282] eta: 0:02:18 time: 0.0513 data_time: 0.0020 memory: 1139 2022/08/07 21:25:22 - mmengine - INFO - Epoch(val) [15][3600/6282] eta: 0:03:28 time: 0.0776 data_time: 0.0021 memory: 1139 2022/08/07 21:25:23 - mmengine - INFO - Epoch(val) [15][3620/6282] eta: 0:02:19 time: 0.0525 data_time: 0.0019 memory: 1139 2022/08/07 21:25:24 - mmengine - INFO - Epoch(val) [15][3640/6282] eta: 0:02:16 time: 0.0516 data_time: 0.0018 memory: 1139 2022/08/07 21:25:25 - mmengine - INFO - Epoch(val) [15][3660/6282] eta: 0:02:17 time: 0.0524 data_time: 0.0019 memory: 1139 2022/08/07 21:25:26 - mmengine - INFO - Epoch(val) [15][3680/6282] eta: 0:02:24 time: 0.0556 data_time: 0.0023 memory: 1155 2022/08/07 21:25:28 - mmengine - INFO - Epoch(val) [15][3700/6282] eta: 0:02:27 time: 0.0572 data_time: 0.0019 memory: 1155 2022/08/07 21:25:29 - mmengine - INFO - Epoch(val) [15][3720/6282] eta: 0:02:26 time: 0.0572 data_time: 0.0020 memory: 1155 2022/08/07 21:25:30 - mmengine - INFO - Epoch(val) [15][3740/6282] eta: 0:02:23 time: 0.0565 data_time: 0.0019 memory: 1155 2022/08/07 21:25:31 - mmengine - INFO - Epoch(val) [15][3760/6282] eta: 0:02:24 time: 0.0574 data_time: 0.0026 memory: 1155 2022/08/07 21:25:32 - mmengine - INFO - Epoch(val) [15][3780/6282] eta: 0:02:23 time: 0.0572 data_time: 0.0023 memory: 1155 2022/08/07 21:25:33 - mmengine - INFO - Epoch(val) [15][3800/6282] eta: 0:02:17 time: 0.0553 data_time: 0.0018 memory: 1155 2022/08/07 21:25:34 - mmengine - INFO - Epoch(val) [15][3820/6282] eta: 0:02:17 time: 0.0557 data_time: 0.0018 memory: 1155 2022/08/07 21:25:35 - mmengine - INFO - Epoch(val) [15][3840/6282] eta: 0:02:16 time: 0.0559 data_time: 0.0020 memory: 1155 2022/08/07 21:25:37 - mmengine - INFO - Epoch(val) [15][3860/6282] eta: 0:02:14 time: 0.0556 data_time: 0.0018 memory: 1155 2022/08/07 21:25:38 - mmengine - INFO - Epoch(val) [15][3880/6282] eta: 0:02:17 time: 0.0573 data_time: 0.0018 memory: 1155 2022/08/07 21:25:39 - mmengine - INFO - Epoch(val) [15][3900/6282] eta: 0:02:15 time: 0.0567 data_time: 0.0018 memory: 1155 2022/08/07 21:25:40 - mmengine - INFO - Epoch(val) [15][3920/6282] eta: 0:02:18 time: 0.0587 data_time: 0.0022 memory: 1155 2022/08/07 21:25:42 - mmengine - INFO - Epoch(val) [15][3940/6282] eta: 0:03:09 time: 0.0810 data_time: 0.0021 memory: 1155 2022/08/07 21:25:43 - mmengine - INFO - Epoch(val) [15][3960/6282] eta: 0:02:10 time: 0.0562 data_time: 0.0018 memory: 1155 2022/08/07 21:25:44 - mmengine - INFO - Epoch(val) [15][3980/6282] eta: 0:02:10 time: 0.0566 data_time: 0.0020 memory: 1155 2022/08/07 21:25:45 - mmengine - INFO - Epoch(val) [15][4000/6282] eta: 0:02:12 time: 0.0580 data_time: 0.0018 memory: 1155 2022/08/07 21:25:46 - mmengine - INFO - Epoch(val) [15][4020/6282] eta: 0:02:10 time: 0.0578 data_time: 0.0021 memory: 1155 2022/08/07 21:25:48 - mmengine - INFO - Epoch(val) [15][4040/6282] eta: 0:02:25 time: 0.0649 data_time: 0.0026 memory: 1234 2022/08/07 21:25:49 - mmengine - INFO - Epoch(val) [15][4060/6282] eta: 0:02:41 time: 0.0729 data_time: 0.0030 memory: 1234 2022/08/07 21:25:51 - mmengine - INFO - Epoch(val) [15][4080/6282] eta: 0:02:40 time: 0.0729 data_time: 0.0021 memory: 1234 2022/08/07 21:25:52 - mmengine - INFO - Epoch(val) [15][4100/6282] eta: 0:02:38 time: 0.0724 data_time: 0.0024 memory: 1234 2022/08/07 21:25:53 - mmengine - INFO - Epoch(val) [15][4120/6282] eta: 0:02:35 time: 0.0721 data_time: 0.0024 memory: 1234 2022/08/07 21:25:55 - mmengine - INFO - Epoch(val) [15][4140/6282] eta: 0:02:13 time: 0.0622 data_time: 0.0022 memory: 1234 2022/08/07 21:25:56 - mmengine - INFO - Epoch(val) [15][4160/6282] eta: 0:01:42 time: 0.0482 data_time: 0.0017 memory: 1097 2022/08/07 21:25:57 - mmengine - INFO - Epoch(val) [15][4180/6282] eta: 0:01:42 time: 0.0487 data_time: 0.0017 memory: 1097 2022/08/07 21:25:58 - mmengine - INFO - Epoch(val) [15][4200/6282] eta: 0:01:39 time: 0.0478 data_time: 0.0017 memory: 1097 2022/08/07 21:25:59 - mmengine - INFO - Epoch(val) [15][4220/6282] eta: 0:01:37 time: 0.0475 data_time: 0.0016 memory: 1097 2022/08/07 21:26:00 - mmengine - INFO - Epoch(val) [15][4240/6282] eta: 0:01:38 time: 0.0482 data_time: 0.0017 memory: 1097 2022/08/07 21:26:01 - mmengine - INFO - Epoch(val) [15][4260/6282] eta: 0:01:40 time: 0.0495 data_time: 0.0019 memory: 1096 2022/08/07 21:26:02 - mmengine - INFO - Epoch(val) [15][4280/6282] eta: 0:02:32 time: 0.0760 data_time: 0.0024 memory: 1096 2022/08/07 21:26:03 - mmengine - INFO - Epoch(val) [15][4300/6282] eta: 0:01:36 time: 0.0488 data_time: 0.0019 memory: 1096 2022/08/07 21:26:04 - mmengine - INFO - Epoch(val) [15][4320/6282] eta: 0:01:36 time: 0.0491 data_time: 0.0017 memory: 1096 2022/08/07 21:26:05 - mmengine - INFO - Epoch(val) [15][4340/6282] eta: 0:01:35 time: 0.0490 data_time: 0.0019 memory: 1096 2022/08/07 21:26:06 - mmengine - INFO - Epoch(val) [15][4360/6282] eta: 0:01:52 time: 0.0586 data_time: 0.0020 memory: 1155 2022/08/07 21:26:07 - mmengine - INFO - Epoch(val) [15][4380/6282] eta: 0:01:55 time: 0.0607 data_time: 0.0018 memory: 1155 2022/08/07 21:26:09 - mmengine - INFO - Epoch(val) [15][4400/6282] eta: 0:01:47 time: 0.0571 data_time: 0.0018 memory: 1155 2022/08/07 21:26:10 - mmengine - INFO - Epoch(val) [15][4420/6282] eta: 0:01:51 time: 0.0600 data_time: 0.0019 memory: 1155 2022/08/07 21:26:11 - mmengine - INFO - Epoch(val) [15][4440/6282] eta: 0:01:47 time: 0.0585 data_time: 0.0034 memory: 1163 2022/08/07 21:26:12 - mmengine - INFO - Epoch(val) [15][4460/6282] eta: 0:01:42 time: 0.0562 data_time: 0.0020 memory: 1163 2022/08/07 21:26:13 - mmengine - INFO - Epoch(val) [15][4480/6282] eta: 0:01:40 time: 0.0558 data_time: 0.0016 memory: 1163 2022/08/07 21:26:14 - mmengine - INFO - Epoch(val) [15][4500/6282] eta: 0:01:38 time: 0.0554 data_time: 0.0019 memory: 1163 2022/08/07 21:26:15 - mmengine - INFO - Epoch(val) [15][4520/6282] eta: 0:01:33 time: 0.0530 data_time: 0.0018 memory: 1163 2022/08/07 21:26:16 - mmengine - INFO - Epoch(val) [15][4540/6282] eta: 0:01:23 time: 0.0479 data_time: 0.0020 memory: 1101 2022/08/07 21:26:17 - mmengine - INFO - Epoch(val) [15][4560/6282] eta: 0:01:24 time: 0.0493 data_time: 0.0023 memory: 1101 2022/08/07 21:26:18 - mmengine - INFO - Epoch(val) [15][4580/6282] eta: 0:01:23 time: 0.0490 data_time: 0.0019 memory: 1101 2022/08/07 21:26:19 - mmengine - INFO - Epoch(val) [15][4600/6282] eta: 0:01:21 time: 0.0487 data_time: 0.0021 memory: 1101 2022/08/07 21:26:20 - mmengine - INFO - Epoch(val) [15][4620/6282] eta: 0:01:20 time: 0.0486 data_time: 0.0020 memory: 1101 2022/08/07 21:26:22 - mmengine - INFO - Epoch(val) [15][4640/6282] eta: 0:02:16 time: 0.0831 data_time: 0.0021 memory: 1163 2022/08/07 21:26:23 - mmengine - INFO - Epoch(val) [15][4660/6282] eta: 0:01:30 time: 0.0556 data_time: 0.0018 memory: 1163 2022/08/07 21:26:24 - mmengine - INFO - Epoch(val) [15][4680/6282] eta: 0:01:28 time: 0.0553 data_time: 0.0019 memory: 1163 2022/08/07 21:26:25 - mmengine - INFO - Epoch(val) [15][4700/6282] eta: 0:01:28 time: 0.0556 data_time: 0.0019 memory: 1163 2022/08/07 21:26:26 - mmengine - INFO - Epoch(val) [15][4720/6282] eta: 0:01:25 time: 0.0545 data_time: 0.0017 memory: 1163 2022/08/07 21:26:27 - mmengine - INFO - Epoch(val) [15][4740/6282] eta: 0:01:17 time: 0.0505 data_time: 0.0025 memory: 1122 2022/08/07 21:26:28 - mmengine - INFO - Epoch(val) [15][4760/6282] eta: 0:01:16 time: 0.0500 data_time: 0.0019 memory: 1122 2022/08/07 21:26:29 - mmengine - INFO - Epoch(val) [15][4780/6282] eta: 0:01:15 time: 0.0503 data_time: 0.0018 memory: 1122 2022/08/07 21:26:30 - mmengine - INFO - Epoch(val) [15][4800/6282] eta: 0:01:14 time: 0.0503 data_time: 0.0017 memory: 1122 2022/08/07 21:26:32 - mmengine - INFO - Epoch(val) [15][4820/6282] eta: 0:01:23 time: 0.0568 data_time: 0.0028 memory: 1155 2022/08/07 21:26:33 - mmengine - INFO - Epoch(val) [15][4840/6282] eta: 0:01:27 time: 0.0609 data_time: 0.0028 memory: 1155 2022/08/07 21:26:34 - mmengine - INFO - Epoch(val) [15][4860/6282] eta: 0:01:22 time: 0.0582 data_time: 0.0018 memory: 1155 2022/08/07 21:26:35 - mmengine - INFO - Epoch(val) [15][4880/6282] eta: 0:01:22 time: 0.0592 data_time: 0.0022 memory: 1155 2022/08/07 21:26:36 - mmengine - INFO - Epoch(val) [15][4900/6282] eta: 0:01:24 time: 0.0612 data_time: 0.0021 memory: 1155 2022/08/07 21:26:38 - mmengine - INFO - Epoch(val) [15][4920/6282] eta: 0:01:21 time: 0.0599 data_time: 0.0020 memory: 1158 2022/08/07 21:26:39 - mmengine - INFO - Epoch(val) [15][4940/6282] eta: 0:01:19 time: 0.0596 data_time: 0.0018 memory: 1158 2022/08/07 21:26:40 - mmengine - INFO - Epoch(val) [15][4960/6282] eta: 0:01:19 time: 0.0601 data_time: 0.0024 memory: 1158 2022/08/07 21:26:42 - mmengine - INFO - Epoch(val) [15][4980/6282] eta: 0:01:52 time: 0.0865 data_time: 0.0023 memory: 1158 2022/08/07 21:26:43 - mmengine - INFO - Epoch(val) [15][5000/6282] eta: 0:01:14 time: 0.0583 data_time: 0.0023 memory: 1158 2022/08/07 21:26:44 - mmengine - INFO - Epoch(val) [15][5020/6282] eta: 0:01:04 time: 0.0512 data_time: 0.0018 memory: 1158 2022/08/07 21:26:45 - mmengine - INFO - Epoch(val) [15][5040/6282] eta: 0:00:59 time: 0.0483 data_time: 0.0020 memory: 1101 2022/08/07 21:26:46 - mmengine - INFO - Epoch(val) [15][5060/6282] eta: 0:00:58 time: 0.0476 data_time: 0.0020 memory: 1101 2022/08/07 21:26:47 - mmengine - INFO - Epoch(val) [15][5080/6282] eta: 0:00:56 time: 0.0474 data_time: 0.0017 memory: 1101 2022/08/07 21:26:48 - mmengine - INFO - Epoch(val) [15][5100/6282] eta: 0:00:56 time: 0.0475 data_time: 0.0019 memory: 1101 2022/08/07 21:26:49 - mmengine - INFO - Epoch(val) [15][5120/6282] eta: 0:00:54 time: 0.0466 data_time: 0.0018 memory: 1101 2022/08/07 21:26:50 - mmengine - INFO - Epoch(val) [15][5140/6282] eta: 0:00:55 time: 0.0487 data_time: 0.0024 memory: 1097 2022/08/07 21:26:51 - mmengine - INFO - Epoch(val) [15][5160/6282] eta: 0:00:52 time: 0.0472 data_time: 0.0019 memory: 1097 2022/08/07 21:26:52 - mmengine - INFO - Epoch(val) [15][5180/6282] eta: 0:00:52 time: 0.0480 data_time: 0.0018 memory: 1097 2022/08/07 21:26:53 - mmengine - INFO - Epoch(val) [15][5200/6282] eta: 0:00:51 time: 0.0477 data_time: 0.0018 memory: 1097 2022/08/07 21:26:54 - mmengine - INFO - Epoch(val) [15][5220/6282] eta: 0:00:50 time: 0.0475 data_time: 0.0019 memory: 1097 2022/08/07 21:26:55 - mmengine - INFO - Epoch(val) [15][5240/6282] eta: 0:00:50 time: 0.0486 data_time: 0.0021 memory: 1096 2022/08/07 21:26:56 - mmengine - INFO - Epoch(val) [15][5260/6282] eta: 0:00:47 time: 0.0464 data_time: 0.0017 memory: 1096 2022/08/07 21:26:56 - mmengine - INFO - Epoch(val) [15][5280/6282] eta: 0:00:46 time: 0.0461 data_time: 0.0018 memory: 1096 2022/08/07 21:26:57 - mmengine - INFO - Epoch(val) [15][5300/6282] eta: 0:00:47 time: 0.0482 data_time: 0.0020 memory: 1096 2022/08/07 21:26:58 - mmengine - INFO - Epoch(val) [15][5320/6282] eta: 0:00:45 time: 0.0473 data_time: 0.0019 memory: 1097 2022/08/07 21:26:59 - mmengine - INFO - Epoch(val) [15][5340/6282] eta: 0:00:44 time: 0.0472 data_time: 0.0019 memory: 1097 2022/08/07 21:27:00 - mmengine - INFO - Epoch(val) [15][5360/6282] eta: 0:00:43 time: 0.0475 data_time: 0.0018 memory: 1097 2022/08/07 21:27:02 - mmengine - INFO - Epoch(val) [15][5380/6282] eta: 0:01:06 time: 0.0742 data_time: 0.0023 memory: 1097 2022/08/07 21:27:03 - mmengine - INFO - Epoch(val) [15][5400/6282] eta: 0:00:42 time: 0.0477 data_time: 0.0020 memory: 1097 2022/08/07 21:27:04 - mmengine - INFO - Epoch(val) [15][5420/6282] eta: 0:00:40 time: 0.0468 data_time: 0.0017 memory: 1097 2022/08/07 21:27:05 - mmengine - INFO - Epoch(val) [15][5440/6282] eta: 0:00:38 time: 0.0460 data_time: 0.0016 memory: 1097 2022/08/07 21:27:06 - mmengine - INFO - Epoch(val) [15][5460/6282] eta: 0:00:39 time: 0.0482 data_time: 0.0020 memory: 1097 2022/08/07 21:27:07 - mmengine - INFO - Epoch(val) [15][5480/6282] eta: 0:00:36 time: 0.0461 data_time: 0.0017 memory: 1097 2022/08/07 21:27:08 - mmengine - INFO - Epoch(val) [15][5500/6282] eta: 0:00:37 time: 0.0485 data_time: 0.0024 memory: 1097 2022/08/07 21:27:08 - mmengine - INFO - Epoch(val) [15][5520/6282] eta: 0:00:36 time: 0.0482 data_time: 0.0018 memory: 1118 2022/08/07 21:27:09 - mmengine - INFO - Epoch(val) [15][5540/6282] eta: 0:00:36 time: 0.0496 data_time: 0.0018 memory: 1118 2022/08/07 21:27:10 - mmengine - INFO - Epoch(val) [15][5560/6282] eta: 0:00:35 time: 0.0488 data_time: 0.0019 memory: 1118 2022/08/07 21:27:12 - mmengine - INFO - Epoch(val) [15][5580/6282] eta: 0:00:36 time: 0.0526 data_time: 0.0024 memory: 1118 2022/08/07 21:27:13 - mmengine - INFO - Epoch(val) [15][5600/6282] eta: 0:00:33 time: 0.0484 data_time: 0.0018 memory: 1118 2022/08/07 21:27:13 - mmengine - INFO - Epoch(val) [15][5620/6282] eta: 0:00:31 time: 0.0476 data_time: 0.0017 memory: 1118 2022/08/07 21:27:14 - mmengine - INFO - Epoch(val) [15][5640/6282] eta: 0:00:31 time: 0.0491 data_time: 0.0022 memory: 1097 2022/08/07 21:27:15 - mmengine - INFO - Epoch(val) [15][5660/6282] eta: 0:00:30 time: 0.0483 data_time: 0.0021 memory: 1097 2022/08/07 21:27:16 - mmengine - INFO - Epoch(val) [15][5680/6282] eta: 0:00:28 time: 0.0478 data_time: 0.0020 memory: 1097 2022/08/07 21:27:17 - mmengine - INFO - Epoch(val) [15][5700/6282] eta: 0:00:28 time: 0.0484 data_time: 0.0020 memory: 1097 2022/08/07 21:27:18 - mmengine - INFO - Epoch(val) [15][5720/6282] eta: 0:00:27 time: 0.0483 data_time: 0.0021 memory: 1130 2022/08/07 21:27:19 - mmengine - INFO - Epoch(val) [15][5740/6282] eta: 0:00:26 time: 0.0482 data_time: 0.0017 memory: 1130 2022/08/07 21:27:20 - mmengine - INFO - Epoch(val) [15][5760/6282] eta: 0:00:26 time: 0.0506 data_time: 0.0018 memory: 1130 2022/08/07 21:27:21 - mmengine - INFO - Epoch(val) [15][5780/6282] eta: 0:00:28 time: 0.0561 data_time: 0.0023 memory: 1130 2022/08/07 21:27:23 - mmengine - INFO - Epoch(val) [15][5800/6282] eta: 0:00:25 time: 0.0526 data_time: 0.0023 memory: 1130 2022/08/07 21:27:24 - mmengine - INFO - Epoch(val) [15][5820/6282] eta: 0:00:23 time: 0.0503 data_time: 0.0018 memory: 1130 2022/08/07 21:27:25 - mmengine - INFO - Epoch(val) [15][5840/6282] eta: 0:00:21 time: 0.0496 data_time: 0.0018 memory: 1118 2022/08/07 21:27:26 - mmengine - INFO - Epoch(val) [15][5860/6282] eta: 0:00:21 time: 0.0514 data_time: 0.0020 memory: 1118 2022/08/07 21:27:27 - mmengine - INFO - Epoch(val) [15][5880/6282] eta: 0:00:20 time: 0.0511 data_time: 0.0020 memory: 1118 2022/08/07 21:27:28 - mmengine - INFO - Epoch(val) [15][5900/6282] eta: 0:00:20 time: 0.0527 data_time: 0.0026 memory: 1118 2022/08/07 21:27:29 - mmengine - INFO - Epoch(val) [15][5920/6282] eta: 0:00:18 time: 0.0506 data_time: 0.0019 memory: 1118 2022/08/07 21:27:30 - mmengine - INFO - Epoch(val) [15][5940/6282] eta: 0:00:17 time: 0.0502 data_time: 0.0019 memory: 1097 2022/08/07 21:27:31 - mmengine - INFO - Epoch(val) [15][5960/6282] eta: 0:00:15 time: 0.0488 data_time: 0.0019 memory: 1097 2022/08/07 21:27:32 - mmengine - INFO - Epoch(val) [15][5980/6282] eta: 0:00:15 time: 0.0519 data_time: 0.0018 memory: 1097 2022/08/07 21:27:33 - mmengine - INFO - Epoch(val) [15][6000/6282] eta: 0:00:15 time: 0.0538 data_time: 0.0018 memory: 1155 2022/08/07 21:27:34 - mmengine - INFO - Epoch(val) [15][6020/6282] eta: 0:00:14 time: 0.0549 data_time: 0.0019 memory: 1155 2022/08/07 21:27:35 - mmengine - INFO - Epoch(val) [15][6040/6282] eta: 0:00:13 time: 0.0551 data_time: 0.0019 memory: 1155 2022/08/07 21:27:36 - mmengine - INFO - Epoch(val) [15][6060/6282] eta: 0:00:12 time: 0.0550 data_time: 0.0018 memory: 1155 2022/08/07 21:27:37 - mmengine - INFO - Epoch(val) [15][6080/6282] eta: 0:00:11 time: 0.0547 data_time: 0.0017 memory: 1155 2022/08/07 21:27:38 - mmengine - INFO - Epoch(val) [15][6100/6282] eta: 0:00:09 time: 0.0539 data_time: 0.0017 memory: 1155 2022/08/07 21:27:39 - mmengine - INFO - Epoch(val) [15][6120/6282] eta: 0:00:08 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 21:27:40 - mmengine - INFO - Epoch(val) [15][6140/6282] eta: 0:00:07 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 21:27:42 - mmengine - INFO - Epoch(val) [15][6160/6282] eta: 0:00:08 time: 0.0734 data_time: 0.0020 memory: 1155 2022/08/07 21:27:43 - mmengine - INFO - Epoch(val) [15][6180/6282] eta: 0:00:05 time: 0.0537 data_time: 0.0015 memory: 1155 2022/08/07 21:27:44 - mmengine - INFO - Epoch(val) [15][6200/6282] eta: 0:00:04 time: 0.0537 data_time: 0.0019 memory: 1155 2022/08/07 21:27:45 - mmengine - INFO - Epoch(val) [15][6220/6282] eta: 0:00:03 time: 0.0532 data_time: 0.0014 memory: 1155 2022/08/07 21:27:46 - mmengine - INFO - Epoch(val) [15][6240/6282] eta: 0:00:02 time: 0.0533 data_time: 0.0014 memory: 1155 2022/08/07 21:27:47 - mmengine - INFO - Epoch(val) [15][6260/6282] eta: 0:00:01 time: 0.0534 data_time: 0.0014 memory: 1155 2022/08/07 21:27:48 - mmengine - INFO - Epoch(val) [15][6280/6282] eta: 0:00:00 time: 0.0533 data_time: 0.0014 memory: 1155 2022/08/07 21:31:02 - mmengine - INFO - Epoch(val) [15][6282/6282] mAP/mAP@0.5IOU: 0.2495 2022/08/07 21:31:22 - mmengine - INFO - Epoch(train) [16][20/1441] lr: 2.0000e-03 eta: 1:51:35 time: 0.9750 data_time: 0.1013 memory: 23477 grad_norm: 0.1253 recall@thr=0.5: 0.7297 prec@thr=0.5: 0.8108 recall@top3: 0.8243 prec@top3: 0.6667 recall@top5: 0.9459 prec@top5: 0.4649 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 21:31:40 - mmengine - INFO - Epoch(train) [16][40/1441] lr: 2.0000e-03 eta: 1:51:16 time: 0.9082 data_time: 0.0271 memory: 23477 grad_norm: 0.1253 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8274 recall@top3: 0.9316 prec@top3: 0.7265 recall@top5: 1.0000 prec@top5: 0.4718 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 21:31:59 - mmengine - INFO - Epoch(train) [16][60/1441] lr: 2.0000e-03 eta: 1:50:58 time: 0.9417 data_time: 0.0296 memory: 23477 grad_norm: 0.1219 recall@thr=0.5: 0.8016 prec@thr=0.5: 0.8373 recall@top3: 0.8794 prec@top3: 0.7698 recall@top5: 0.9802 prec@top5: 0.5238 loss_action_cls: 0.0292 loss: 0.0292 2022/08/07 21:32:17 - mmengine - INFO - Epoch(train) [16][80/1441] lr: 2.0000e-03 eta: 1:50:39 time: 0.9383 data_time: 0.0256 memory: 23477 grad_norm: 0.1235 recall@thr=0.5: 0.7457 prec@thr=0.5: 0.8167 recall@top3: 0.8675 prec@top3: 0.6581 recall@top5: 0.9252 prec@top5: 0.4256 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 21:32:37 - mmengine - INFO - Epoch(train) [16][100/1441] lr: 2.0000e-03 eta: 1:50:21 time: 1.0081 data_time: 0.0332 memory: 23477 grad_norm: 0.1236 recall@thr=0.5: 0.8376 prec@thr=0.5: 0.9487 recall@top3: 0.8868 prec@top3: 0.7863 recall@top5: 0.9594 prec@top5: 0.5128 loss_action_cls: 0.0309 loss: 0.0309 2022/08/07 21:32:56 - mmengine - INFO - Epoch(train) [16][120/1441] lr: 2.0000e-03 eta: 1:50:02 time: 0.9053 data_time: 0.0240 memory: 23477 grad_norm: 0.1238 recall@thr=0.5: 0.7315 prec@thr=0.5: 0.8287 recall@top3: 0.8542 prec@top3: 0.7407 recall@top5: 0.9583 prec@top5: 0.4944 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 21:33:15 - mmengine - INFO - Epoch(train) [16][140/1441] lr: 2.0000e-03 eta: 1:49:44 time: 0.9523 data_time: 0.0249 memory: 23477 grad_norm: 0.1258 recall@thr=0.5: 0.8496 prec@thr=0.5: 0.8496 recall@top3: 0.9065 prec@top3: 0.6260 recall@top5: 0.9878 prec@top5: 0.4195 loss_action_cls: 0.0289 loss: 0.0289 2022/08/07 21:33:33 - mmengine - INFO - Epoch(train) [16][160/1441] lr: 2.0000e-03 eta: 1:49:25 time: 0.9181 data_time: 0.0275 memory: 23477 grad_norm: 0.1239 recall@thr=0.5: 0.7995 prec@thr=0.5: 0.8468 recall@top3: 0.8671 prec@top3: 0.6937 recall@top5: 0.9527 prec@top5: 0.4757 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 21:33:52 - mmengine - INFO - Epoch(train) [16][180/1441] lr: 2.0000e-03 eta: 1:49:06 time: 0.9356 data_time: 0.0228 memory: 23477 grad_norm: 0.1225 recall@thr=0.5: 0.7963 prec@thr=0.5: 0.8111 recall@top3: 0.8907 prec@top3: 0.6889 recall@top5: 0.9463 prec@top5: 0.4533 loss_action_cls: 0.0306 loss: 0.0306 2022/08/07 21:34:10 - mmengine - INFO - Epoch(train) [16][200/1441] lr: 2.0000e-03 eta: 1:48:47 time: 0.9168 data_time: 0.0267 memory: 23477 grad_norm: 0.1254 recall@thr=0.5: 0.7929 prec@thr=0.5: 0.9113 recall@top3: 0.8305 prec@top3: 0.7163 recall@top5: 0.9135 prec@top5: 0.4851 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 21:34:28 - mmengine - INFO - Epoch(train) [16][220/1441] lr: 2.0000e-03 eta: 1:48:29 time: 0.9137 data_time: 0.0200 memory: 23477 grad_norm: 0.1247 recall@thr=0.5: 0.7927 prec@thr=0.5: 0.8679 recall@top3: 0.8780 prec@top3: 0.7073 recall@top5: 0.9472 prec@top5: 0.4585 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:34:47 - mmengine - INFO - Epoch(train) [16][240/1441] lr: 2.0000e-03 eta: 1:48:10 time: 0.9198 data_time: 0.0271 memory: 23477 grad_norm: 0.1275 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8333 recall@top3: 0.8475 prec@top3: 0.6667 recall@top5: 0.9123 prec@top5: 0.4471 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 21:35:05 - mmengine - INFO - Epoch(train) [16][260/1441] lr: 2.0000e-03 eta: 1:47:51 time: 0.9228 data_time: 0.0209 memory: 23477 grad_norm: 0.1241 recall@thr=0.5: 0.7614 prec@thr=0.5: 0.8399 recall@top3: 0.8513 prec@top3: 0.6732 recall@top5: 0.9232 prec@top5: 0.4392 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:35:25 - mmengine - INFO - Epoch(train) [16][280/1441] lr: 2.0000e-03 eta: 1:47:33 time: 0.9752 data_time: 0.0293 memory: 23477 grad_norm: 0.1258 recall@thr=0.5: 0.8183 prec@thr=0.5: 0.9117 recall@top3: 0.8767 prec@top3: 0.8000 recall@top5: 0.9533 prec@top5: 0.5240 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 21:35:43 - mmengine - INFO - Epoch(train) [16][300/1441] lr: 2.0000e-03 eta: 1:47:14 time: 0.9237 data_time: 0.0212 memory: 23477 grad_norm: 0.1271 recall@thr=0.5: 0.7421 prec@thr=0.5: 0.7412 recall@top3: 0.7904 prec@top3: 0.6491 recall@top5: 0.9807 prec@top5: 0.5000 loss_action_cls: 0.0320 loss: 0.0320 2022/08/07 21:36:04 - mmengine - INFO - Epoch(train) [16][320/1441] lr: 2.0000e-03 eta: 1:46:56 time: 1.0191 data_time: 0.0685 memory: 23477 grad_norm: 0.1236 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.7759 recall@top3: 0.7530 prec@top3: 0.7037 recall@top5: 0.8874 prec@top5: 0.5156 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 21:36:21 - mmengine - INFO - Epoch(train) [16][340/1441] lr: 2.0000e-03 eta: 1:46:37 time: 0.8940 data_time: 0.0229 memory: 23477 grad_norm: 0.1215 recall@thr=0.5: 0.8034 prec@thr=0.5: 0.8602 recall@top3: 0.8436 prec@top3: 0.7500 recall@top5: 0.9280 prec@top5: 0.5136 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 21:36:40 - mmengine - INFO - Epoch(train) [16][360/1441] lr: 2.0000e-03 eta: 1:46:19 time: 0.9250 data_time: 0.0270 memory: 23477 grad_norm: 0.1293 recall@thr=0.5: 0.8442 prec@thr=0.5: 0.8514 recall@top3: 0.8949 prec@top3: 0.7609 recall@top5: 0.9674 prec@top5: 0.5043 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:36:58 - mmengine - INFO - Epoch(train) [16][380/1441] lr: 2.0000e-03 eta: 1:46:00 time: 0.9293 data_time: 0.0203 memory: 23477 grad_norm: 0.1246 recall@thr=0.5: 0.8692 prec@thr=0.5: 0.8833 recall@top3: 0.9050 prec@top3: 0.6583 recall@top5: 0.9650 prec@top5: 0.4250 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 21:37:04 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20220807_131952 2022/08/07 21:37:18 - mmengine - INFO - Epoch(train) [16][400/1441] lr: 2.0000e-03 eta: 1:45:41 time: 0.9539 data_time: 0.0273 memory: 23477 grad_norm: 0.1246 recall@thr=0.5: 0.8576 prec@thr=0.5: 0.9271 recall@top3: 0.8924 prec@top3: 0.8056 recall@top5: 0.9653 prec@top5: 0.5375 loss_action_cls: 0.0301 loss: 0.0301 2022/08/07 21:37:36 - mmengine - INFO - Epoch(train) [16][420/1441] lr: 2.0000e-03 eta: 1:45:23 time: 0.9260 data_time: 0.0217 memory: 23477 grad_norm: 0.1288 recall@thr=0.5: 0.8569 prec@thr=0.5: 0.9402 recall@top3: 0.8768 prec@top3: 0.7464 recall@top5: 0.9511 prec@top5: 0.5000 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 21:37:55 - mmengine - INFO - Epoch(train) [16][440/1441] lr: 2.0000e-03 eta: 1:45:04 time: 0.9338 data_time: 0.0275 memory: 23477 grad_norm: 0.1264 recall@thr=0.5: 0.7330 prec@thr=0.5: 0.8486 recall@top3: 0.8554 prec@top3: 0.7347 recall@top5: 0.9677 prec@top5: 0.5102 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 21:38:13 - mmengine - INFO - Epoch(train) [16][460/1441] lr: 2.0000e-03 eta: 1:44:45 time: 0.9287 data_time: 0.0264 memory: 23477 grad_norm: 0.1268 recall@thr=0.5: 0.7867 prec@thr=0.5: 0.8556 recall@top3: 0.8893 prec@top3: 0.7111 recall@top5: 0.9593 prec@top5: 0.4756 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 21:38:32 - mmengine - INFO - Epoch(train) [16][480/1441] lr: 2.0000e-03 eta: 1:44:27 time: 0.9091 data_time: 0.0262 memory: 23477 grad_norm: 0.1259 recall@thr=0.5: 0.7275 prec@thr=0.5: 0.8108 recall@top3: 0.8671 prec@top3: 0.7387 recall@top5: 0.9797 prec@top5: 0.5081 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 21:38:50 - mmengine - INFO - Epoch(train) [16][500/1441] lr: 2.0000e-03 eta: 1:44:08 time: 0.9135 data_time: 0.0212 memory: 23477 grad_norm: 0.1280 recall@thr=0.5: 0.8516 prec@thr=0.5: 0.8690 recall@top3: 0.8540 prec@top3: 0.7063 recall@top5: 0.9643 prec@top5: 0.4905 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 21:39:09 - mmengine - INFO - Epoch(train) [16][520/1441] lr: 2.0000e-03 eta: 1:43:49 time: 0.9443 data_time: 0.0310 memory: 23477 grad_norm: 0.1242 recall@thr=0.5: 0.7978 prec@thr=0.5: 0.8648 recall@top3: 0.8570 prec@top3: 0.7259 recall@top5: 0.9422 prec@top5: 0.4889 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 21:39:27 - mmengine - INFO - Epoch(train) [16][540/1441] lr: 2.0000e-03 eta: 1:43:31 time: 0.9095 data_time: 0.0222 memory: 23477 grad_norm: 0.1250 recall@thr=0.5: 0.7323 prec@thr=0.5: 0.8146 recall@top3: 0.8075 prec@top3: 0.7007 recall@top5: 0.9299 prec@top5: 0.4980 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 21:39:46 - mmengine - INFO - Epoch(train) [16][560/1441] lr: 2.0000e-03 eta: 1:43:12 time: 0.9491 data_time: 0.0305 memory: 23477 grad_norm: 0.1272 recall@thr=0.5: 0.7613 prec@thr=0.5: 0.8423 recall@top3: 0.8423 prec@top3: 0.6577 recall@top5: 0.9234 prec@top5: 0.4378 loss_action_cls: 0.0317 loss: 0.0317 2022/08/07 21:40:04 - mmengine - INFO - Epoch(train) [16][580/1441] lr: 2.0000e-03 eta: 1:42:53 time: 0.9250 data_time: 0.0209 memory: 23477 grad_norm: 0.1242 recall@thr=0.5: 0.7580 prec@thr=0.5: 0.7917 recall@top3: 0.8413 prec@top3: 0.7029 recall@top5: 0.9511 prec@top5: 0.4957 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 21:40:24 - mmengine - INFO - Epoch(train) [16][600/1441] lr: 2.0000e-03 eta: 1:42:35 time: 0.9596 data_time: 0.0351 memory: 23477 grad_norm: 0.1245 recall@thr=0.5: 0.6962 prec@thr=0.5: 0.7569 recall@top3: 0.8236 prec@top3: 0.6042 recall@top5: 0.9097 prec@top5: 0.4208 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 21:40:42 - mmengine - INFO - Epoch(train) [16][620/1441] lr: 2.0000e-03 eta: 1:42:16 time: 0.9385 data_time: 0.0408 memory: 23477 grad_norm: 0.1277 recall@thr=0.5: 0.7907 prec@thr=0.5: 0.8992 recall@top3: 0.8566 prec@top3: 0.7054 recall@top5: 0.9787 prec@top5: 0.4977 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 21:41:01 - mmengine - INFO - Epoch(train) [16][640/1441] lr: 2.0000e-03 eta: 1:41:58 time: 0.9414 data_time: 0.0241 memory: 23477 grad_norm: 0.1261 recall@thr=0.5: 0.8339 prec@thr=0.5: 0.9152 recall@top3: 0.9188 prec@top3: 0.8364 recall@top5: 0.9776 prec@top5: 0.5455 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 21:41:20 - mmengine - INFO - Epoch(train) [16][660/1441] lr: 2.0000e-03 eta: 1:41:39 time: 0.9348 data_time: 0.0257 memory: 23477 grad_norm: 0.1255 recall@thr=0.5: 0.7550 prec@thr=0.5: 0.8500 recall@top3: 0.8517 prec@top3: 0.6533 recall@top5: 0.9133 prec@top5: 0.4320 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 21:41:39 - mmengine - INFO - Epoch(train) [16][680/1441] lr: 2.0000e-03 eta: 1:41:20 time: 0.9399 data_time: 0.0307 memory: 23477 grad_norm: 0.1278 recall@thr=0.5: 0.7357 prec@thr=0.5: 0.9524 recall@top3: 0.9143 prec@top3: 0.7714 recall@top5: 0.9524 prec@top5: 0.4914 loss_action_cls: 0.0321 loss: 0.0321 2022/08/07 21:41:57 - mmengine - INFO - Epoch(train) [16][700/1441] lr: 2.0000e-03 eta: 1:41:02 time: 0.9308 data_time: 0.0231 memory: 23477 grad_norm: 0.1261 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8390 recall@top3: 0.8277 prec@top3: 0.7424 recall@top5: 0.9792 prec@top5: 0.5318 loss_action_cls: 0.0308 loss: 0.0308 2022/08/07 21:42:17 - mmengine - INFO - Epoch(train) [16][720/1441] lr: 2.0000e-03 eta: 1:40:43 time: 0.9615 data_time: 0.0265 memory: 23477 grad_norm: 0.1252 recall@thr=0.5: 0.7523 prec@thr=0.5: 0.8958 recall@top3: 0.8773 prec@top3: 0.6944 recall@top5: 0.9537 prec@top5: 0.4611 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 21:42:35 - mmengine - INFO - Epoch(train) [16][740/1441] lr: 2.0000e-03 eta: 1:40:25 time: 0.9455 data_time: 0.0220 memory: 23477 grad_norm: 0.1283 recall@thr=0.5: 0.8043 prec@thr=0.5: 0.7982 recall@top3: 0.7808 prec@top3: 0.7101 recall@top5: 0.9058 prec@top5: 0.5043 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 21:42:53 - mmengine - INFO - Epoch(train) [16][760/1441] lr: 2.0000e-03 eta: 1:40:06 time: 0.8939 data_time: 0.0313 memory: 23477 grad_norm: 0.1239 recall@thr=0.5: 0.7893 prec@thr=0.5: 0.8588 recall@top3: 0.8648 prec@top3: 0.7421 recall@top5: 0.9686 prec@top5: 0.5019 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 21:43:12 - mmengine - INFO - Epoch(train) [16][780/1441] lr: 2.0000e-03 eta: 1:39:47 time: 0.9289 data_time: 0.0209 memory: 23477 grad_norm: 0.1270 recall@thr=0.5: 0.7522 prec@thr=0.5: 0.8337 recall@top3: 0.8482 prec@top3: 0.6812 recall@top5: 0.9431 prec@top5: 0.4696 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 21:43:31 - mmengine - INFO - Epoch(train) [16][800/1441] lr: 2.0000e-03 eta: 1:39:29 time: 0.9362 data_time: 0.0251 memory: 23477 grad_norm: 0.1252 recall@thr=0.5: 0.8351 prec@thr=0.5: 0.9326 recall@top3: 0.9184 prec@top3: 0.7660 recall@top5: 0.9645 prec@top5: 0.4936 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 21:43:49 - mmengine - INFO - Epoch(train) [16][820/1441] lr: 2.0000e-03 eta: 1:39:10 time: 0.9136 data_time: 0.0199 memory: 23477 grad_norm: 0.1244 recall@thr=0.5: 0.7541 prec@thr=0.5: 0.7444 recall@top3: 0.8763 prec@top3: 0.6815 recall@top5: 0.9444 prec@top5: 0.4489 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 21:44:08 - mmengine - INFO - Epoch(train) [16][840/1441] lr: 2.0000e-03 eta: 1:38:51 time: 0.9449 data_time: 0.0307 memory: 23477 grad_norm: 0.1233 recall@thr=0.5: 0.7382 prec@thr=0.5: 0.8409 recall@top3: 0.8670 prec@top3: 0.7576 recall@top5: 0.9539 prec@top5: 0.5091 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 21:44:26 - mmengine - INFO - Epoch(train) [16][860/1441] lr: 2.0000e-03 eta: 1:38:33 time: 0.9251 data_time: 0.0204 memory: 23477 grad_norm: 0.1236 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8187 recall@top3: 0.8038 prec@top3: 0.7431 recall@top5: 0.9375 prec@top5: 0.5292 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 21:44:44 - mmengine - INFO - Epoch(train) [16][880/1441] lr: 2.0000e-03 eta: 1:38:14 time: 0.9097 data_time: 0.0252 memory: 23477 grad_norm: 0.1262 recall@thr=0.5: 0.8542 prec@thr=0.5: 0.9312 recall@top3: 0.9396 prec@top3: 0.7333 recall@top5: 0.9917 prec@top5: 0.4750 loss_action_cls: 0.0316 loss: 0.0316 2022/08/07 21:45:03 - mmengine - INFO - Epoch(train) [16][900/1441] lr: 2.0000e-03 eta: 1:37:55 time: 0.9330 data_time: 0.0185 memory: 23477 grad_norm: 0.1255 recall@thr=0.5: 0.8917 prec@thr=0.5: 0.9208 recall@top3: 0.9187 prec@top3: 0.6917 recall@top5: 0.9625 prec@top5: 0.4450 loss_action_cls: 0.0291 loss: 0.0291 2022/08/07 21:45:21 - mmengine - INFO - Epoch(train) [16][920/1441] lr: 2.0000e-03 eta: 1:37:37 time: 0.9123 data_time: 0.0295 memory: 23477 grad_norm: 0.1237 recall@thr=0.5: 0.7939 prec@thr=0.5: 0.7848 recall@top3: 0.8636 prec@top3: 0.7394 recall@top5: 0.9788 prec@top5: 0.4982 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 21:45:40 - mmengine - INFO - Epoch(train) [16][940/1441] lr: 2.0000e-03 eta: 1:37:18 time: 0.9071 data_time: 0.0218 memory: 23477 grad_norm: 0.1231 recall@thr=0.5: 0.8913 prec@thr=0.5: 0.9094 recall@top3: 0.8949 prec@top3: 0.7609 recall@top5: 0.9783 prec@top5: 0.4957 loss_action_cls: 0.0315 loss: 0.0315 2022/08/07 21:45:58 - mmengine - INFO - Epoch(train) [16][960/1441] lr: 2.0000e-03 eta: 1:36:59 time: 0.9393 data_time: 0.0326 memory: 23477 grad_norm: 0.1283 recall@thr=0.5: 0.7220 prec@thr=0.5: 0.8156 recall@top3: 0.7975 prec@top3: 0.6809 recall@top5: 0.9156 prec@top5: 0.4681 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 21:46:17 - mmengine - INFO - Epoch(train) [16][980/1441] lr: 2.0000e-03 eta: 1:36:41 time: 0.9405 data_time: 0.0236 memory: 23477 grad_norm: 0.1281 recall@thr=0.5: 0.7952 prec@thr=0.5: 0.8524 recall@top3: 0.8810 prec@top3: 0.6571 recall@top5: 0.9667 prec@top5: 0.4457 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 21:46:36 - mmengine - INFO - Epoch(train) [16][1000/1441] lr: 2.0000e-03 eta: 1:36:22 time: 0.9219 data_time: 0.0247 memory: 23477 grad_norm: 0.1256 recall@thr=0.5: 0.8287 prec@thr=0.5: 0.8722 recall@top3: 0.8765 prec@top3: 0.7346 recall@top5: 0.9599 prec@top5: 0.4889 loss_action_cls: 0.0307 loss: 0.0307 2022/08/07 21:46:54 - mmengine - INFO - Epoch(train) [16][1020/1441] lr: 2.0000e-03 eta: 1:36:03 time: 0.9303 data_time: 0.0206 memory: 23477 grad_norm: 0.1300 recall@thr=0.5: 0.7989 prec@thr=0.5: 0.7730 recall@top3: 0.8362 prec@top3: 0.6264 recall@top5: 0.9526 prec@top5: 0.4414 loss_action_cls: 0.0297 loss: 0.0297 2022/08/07 21:47:13 - mmengine - INFO - Epoch(train) [16][1040/1441] lr: 2.0000e-03 eta: 1:35:45 time: 0.9190 data_time: 0.0286 memory: 23477 grad_norm: 0.1280 recall@thr=0.5: 0.7980 prec@thr=0.5: 0.8603 recall@top3: 0.8363 prec@top3: 0.7933 recall@top5: 0.9760 prec@top5: 0.5720 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 21:47:31 - mmengine - INFO - Epoch(train) [16][1060/1441] lr: 2.0000e-03 eta: 1:35:26 time: 0.9088 data_time: 0.0192 memory: 23477