import tensorflow as tf

    graph_def = tf.get_default_graph().as_graph_def()
    self.default_encoding_stage()
    new_graph_def = tf.get_default_graph().as_graph_def()
    tf.test.assert_equal_graph_def(graph_def, new_graph_def)

  def test_encoding_stage_name(self):
