def testFPropGraph(self):
    """Test the construction of the fprop graph, then fprop the graph."""
    with self.session():
      p = self._testParams()
      mdl = p.Instantiate()
      mdl.FPropDefaultTheta()

      self.evaluate(tf.global_variables_initializer())
      self.evaluate(mdl.loss)