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Diffstat (limited to 'tensorflow/contrib/signal/python/kernel_tests/test_util.py')
-rw-r--r-- | tensorflow/contrib/signal/python/kernel_tests/test_util.py | 46 |
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) |