def pixel_wise_softmax(output, name='pixel_wise_softmax'):
 with tf.name_scope(name) as scope:
  return tf.nn.softmax(output)

def pixel_wise_softmax ( output , name = 'pixel_wise_softmax' ) : with tf . name_scope ( name ) as scope : return tf . nn . softmax ( output )
return the softmax outputs of images .