in tfops.py [0:0]
def flatten_sum(logps): if len(logps.get_shape()) == 2: return tf.reduce_sum(logps, [1]) elif len(logps.get_shape()) == 4: return tf.reduce_sum(logps, [1, 2, 3]) else: raise Exception()