import tensorflow as tf

            outputs = tf.layers.batch_normalization(outputs, momentum=0.99, epsilon=1e-6, training=is_training)
        if activation_fn is not None:
            # outputs = activation_fn(outputs)
            outputs = tf.nn.leaky_relu(outputs, alpha=0.2)
        return outputs

