def variance(x, sample_axis=0, keepdims=False, name=None):
  """
  """
  with tf.compat.v1.name_scope(name, 'variance', values=[x, sample_axis]):
    return covariance(
        x, y=None, sample_axis=sample_axis, event_axis=None, keepdims=keepdims)