Creates a graph from saved GraphDef file and returns a saver.

Creates a graph from saved GraphDef file and returns a saver.

conditional batchnorm (dumoulin et al 2016) for BCHW conv filtermaps

inputs: tensor of shape (batch size, num channels, width) mask_type: one of None, 'a', 'b' returns: tensor of shape (batch size, num cha

inputs: tensor of shape (batch size, num channels, height, width) mask_type: one of None, 'a', 'b' returns: tensor of shape (batch size,

inputs: tensor of shape (batch size, height, width, input_dim) returns: tensor of shape (batch size, 2*height, 2*width, output_dim)

initialization: None, `lecun`, 'glorot', `he`, 'glorot_he', `orthogonal`, `("uniform", range)`

Internal function forces updates moving_vars if is_training.

A wrapper for `tf.Variable` which enables parameter sharing in models. Creates and returns theano shared variables similarly to `tf.Vari