Partial fc forward and backward with model parallel label: tensor Label tensor on each rank(GPU) features: tenso

Initialize our parser with basic options(only once). Add additional model-specific and dataset-specific options. These options are def

Get a yacs CfgNode object with default values for my_project.

Generate a unique id based on date. Returns: str: Return uid string, e.g. '20171122171307111552'.

r"""Function that returns Gaussian filter matrix coefficients. Args: kernel_size (Tuple[int, int]): filter sizes in the x and y direction

Return the directory that stores images

get landmark with dlib :return: np.array shape=(68, 2)

r"""Function that returns Gaussian filter matrix coefficients. Args: kernel_size (int): filter size should be odd. Returns:

r"""Function that returns Gaussian filter matrix coefficients. Args: kernel_size (int): filter size should be odd. Returns:

Finds the python object with the given name.

r"""Return the scheduler object. Args: opt_opt (obj): Config for the specific optimization module (gen/dis). params (obj): Parame

Return the static method <modify_commandline_options> of the model class.

r"""Initialize distributed training

Define the common options that are used in both training and test.

Determine whether the given object is a top-level function, i.e., defined at module scope using 'def'.

Determine whether the given object is a valid URL string.

Performs Linear Blend Skinning with the given shape and pose parameters Parameters ---------- betas : torch.tensor BxNB

Load all the networks from the disk. Parameters: epoch (int) -- current epoch; used in the file name '%s_net_%s.pth' % (epoch, na

Set parameters converted from Caffe models authors of VGGFace2 provide. See https://www.robots.ox.ac.uk/~vgg/data/vgg_face2/. Arguments:

Function to load luatorch pretrained Args: path: path for the luatorch pretrained

r"""obtain coordinate grid with the same size as the flow filed. Args: flow (tensor): Flow field obtained by the model Returns:

r"""Create the logging directory Args: logdir (str): Log directory name

Parse our options, create checkpoints directory suffix, and set up gpu device.

Draw 68 key points Args: image: the input image kpt: (68, 3).

get sampled class centers for cal softmax. label: tensor Label tensor on each rank. optimizer: opt O