def get_conv_decoder(self, z, reuse=None):
""" Build encoder for iconic images.
"""
is_training = self.is_training
with tf.variable_scope('model', reuse=reuse):
y_recon = conv_decoder(z, is_training=is_training, reuse=reuse)
return y_recon
def get_conv_decoder(self, z, y=None, reuse=None):
""" Build decoder for iconic image.
"""
is_training = self.is_training
if y is not None:
z = tf.concat([z, y], 1)
with tf.variable_scope('model', reuse=reuse):
y_recon = conv_decoder(z, is_training=is_training, reuse=reuse)
return y_recon