import tensorflow as tf


        outer = tf.matrix_band_part(outer, 0, self.max_a_len)
        self.yp1 = tf.argmax(tf.reduce_max(outer, axis=2), axis=1)
        self.yp2 = tf.argmax(tf.reduce_max(outer, axis=1), axis=1)
