@test_util.run_deprecated_v1
  def testAllCorrectNoLossWeight(self):
    loss = losses.mean_squared_error(self._predictions, self._predictions)
    with self.cached_session():
      self.assertAlmostEqual(0.0, self.evaluate(loss), 3)