import tensorflow as tf

        # @1. split sequence
        with tf.variable_scope('split_seq'):
            block_num = tf.cast(tf.ceil(tf.divide(tf.cast(sl, tf.float32), tf.cast(block_len, tf.float32))), tf.int32)
            comp_len = block_num * block_len - sl
