Python apply_random_rotation Exemples

Exemple #1

 def test_apply_random_rotation(self):
   graphs_tuple = self._get_graphs_tuple()
   rotated_graphs_tuple_op = graph_model.apply_random_rotation(graphs_tuple)
   rotated_graphs_tuple = self.evaluate(rotated_graphs_tuple_op)
   np.testing.assert_almost_equal(rotated_graphs_tuple.nodes, self._nodes)
   np.testing.assert_almost_equal(rotated_graphs_tuple.senders, self._senders)
   np.testing.assert_almost_equal(
       rotated_graphs_tuple.receivers, self._receivers)
   np.testing.assert_almost_equal(
       rotated_graphs_tuple.globals, np.array([[0.0]]))
   self.assertTrue(self._is_equal_up_to_rotation(rotated_graphs_tuple.edges,
                                                 self._edges))

Exemple #2

 def _apply_random_rotation(graph, targets, types):
   """Applies random rotations to the graph and forwards targets and types."""
   return graph_model.apply_random_rotation(graph), targets, types