import tensorflow as tf

        assert len(shape) == 4
        self.gamma = safe_get("gamma", [shape[-1]],
                                initializer=tf.random_normal_initializer(1., 0.02))
        gamma = tf.reshape(self.gamma, [1, 1, 1, -1])
