aboutsummaryrefslogtreecommitdiffhomepage
path: root/tensorflow/contrib/signal/python/kernel_tests/test_util.py
diff options
context:
space:
mode:
Diffstat (limited to 'tensorflow/contrib/signal/python/kernel_tests/test_util.py')
-rw-r--r--tensorflow/contrib/signal/python/kernel_tests/test_util.py46
1 files changed, 46 insertions, 0 deletions
diff --git a/tensorflow/contrib/signal/python/kernel_tests/test_util.py b/tensorflow/contrib/signal/python/kernel_tests/test_util.py
new file mode 100644
index 0000000000..9a3603b6a9
--- /dev/null
+++ b/tensorflow/contrib/signal/python/kernel_tests/test_util.py
@@ -0,0 +1,46 @@
+# Copyright 2017 The TensorFlow Authors. All Rights Reserved.
+#
+# 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.
+# ==============================================================================
+"""Test utilities for tf.contrib.signal."""
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+from tensorflow.core.protobuf import rewriter_config_pb2
+from tensorflow.python.grappler import tf_optimizer
+from tensorflow.python.training import saver
+
+
+def grappler_optimize(graph, fetches=None, rewriter_config=None):
+ """Tries to optimize the provided graph using grappler.
+
+ Args:
+ graph: A @{tf.Graph} instance containing the graph to optimize.
+ fetches: An optional list of `Tensor`s to fetch (i.e. not optimize away).
+ Grappler uses the 'train_op' collection to look for fetches, so if not
+ provided this collection should be non-empty.
+ rewriter_config: An optional @{tf.RewriterConfig} to use when rewriting the
+ graph.
+
+ Returns:
+ A @{tf.GraphDef} containing the rewritten graph.
+ """
+ if rewriter_config is None:
+ rewriter_config = rewriter_config_pb2.RewriterConfig()
+ if fetches is not None:
+ for fetch in fetches:
+ graph.add_to_collection('train_op', fetch)
+ metagraph = saver.export_meta_graph(graph_def=graph.as_graph_def())
+ return tf_optimizer.OptimizeGraph(rewriter_config, metagraph)