Batch normalization.

def _batch_norm(name, x):
  """Batch normalization."""
  with tf.name_scope(name):
    return tf.contrib.layers.batch_norm(
        inputs=x,
        decay=.9,
        center=True,
        scale=True,
        activation_fn=None,
        updates_collections=None,
        is_training=False)