def assert_finite(x, data=None, summarize=None, message=None, name=None):
  """
  """
  with tf.compat.v2.name_scope(name or 'assert_finite'):
    x_ = tf.get_static_value(x)
    if x_ is not None:
      if ~np.all(np.isfinite(x_)):
        raise ValueError(message)
      return x
    assertion = tf.compat.v1.assert_equal(
        tf.math.is_finite(x), tf.ones_like(x, tf.bool),
        data=data, summarize=summarize, message=message)
    with tf.control_dependencies([assertion]):
      return tf.identity(x)