import tensorflow as tf

        elif self.hidden_init == 'zeros':
            l1_h2 = tf.zeros(x_shape, dtype=self.dtype)
            l2_h2 = tf.zeros(l2_shape, dtype=self.dtype)
            l3_h2 = tf.zeros(l3_shape, dtype=self.dtype)
        else:
            raise RuntimeError
