# Copyright 2017 Artem Artemev @awav # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import contextlib import tensorflow as tf class GPflowTestCase(tf.test.TestCase): """ Wrapper for TestCase to avoid massive duplication of resetting Tensorflow Graph. """ _multiprocess_can_split_ = True def __init__(self, *args, **kwargs): super(GPflowTestCase, self).__init__(*args, **kwargs) self.test_graph = None @contextlib.contextmanager def test_context(self, graph=None): graph = graph if graph else self.test_graph if graph is None: graph = tf.Graph() with self.test_session(graph=graph) as session: yield session def tearDown(self): tf.reset_default_graph() super(GPflowTestCase, self).tearDown()