Reset the Meter.

The `__init__` method of any subclass should also contain these arguments. Args: cfg (CfgNode): model buildi

Args: cfg (CfgNode): model building configs, details are in the comments of the config file. Returns: nn.Module:

This method can be optionally implemented by subclasses.

Normalize an image.

Perform backwarding, gathering the gradients across different process/ GPU group.

3x3 convolution with padding

Add a new scalar value to the deque.

1x1 convolution

Calculate the current median value of the deque.

Convert an image to a PyTorch tensor.

Retrieve the logger with the specified name or, if name is None, return a logger which is the root logger of the hierarchy. Args:

Get path for storing checkpoints. Args: path_to_job (string): the path to the folder of the current job.

Load the checkpoint from the given file. If inflation is True, inflate the 2D Conv weights from the checkpoint to 3D Conv. Args:

Load 2D facial landmarks from a file path. Args: file_path: A string indicating the path to the landmark file.

Load an RGB image from a file path and resize it to a specified resolution. Args: file_path: A string indicating the pat

ResBlock class constructs redisual blocks. More details can be found in: Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun.

Color Transform via Sliced Optimal Transfer ported by @iperov from https://github.com/dcoeurjo/OTColorTransfer src - any float r

Color Transform via Sliced Optimal Transfer ported by @iperov from https://github.com/dcoeurjo/OTColorTransfer src - any flo

Apply data augmentation to an image, landmark, and mask. Args: img: An Image object containing the image to be augmented

Load a binary mask image from a file path and resize it to a specified resolution. Args: file_path: A string indicating

Loads boxes and class labels from a CSV file in the AVA format. CSV file format described at https://research.google.com/ava/download.html. Ar