47 lines
1.6 KiB
C++
47 lines
1.6 KiB
C++
/* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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==============================================================================*/
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#ifndef TENSORFLOW_PYTHON_GRAPPLER_MODEL_ANALYZER_H_
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#define TENSORFLOW_PYTHON_GRAPPLER_MODEL_ANALYZER_H_
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#include <iostream>
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#include "tensorflow/core/framework/node_def.pb.h"
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#include "tensorflow/core/lib/core/status.h"
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namespace tensorflow {
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namespace grappler {
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struct GrapplerItem;
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class GraphProperties;
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// Generate a report detailing how much information is known statically for most
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// operations in the model, including output data types and output shapes.
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class ModelAnalyzer {
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public:
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explicit ModelAnalyzer(const GrapplerItem& item);
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Status GenerateReport(bool debug, bool assume_valid_feeds, std::ostream& os);
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private:
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void PrintNodeInfo(const NodeDef* node, const GraphProperties& properties,
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bool debug, std::ostream& os) const;
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const GrapplerItem& item_;
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};
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} // end namespace grappler
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} // end namespace tensorflow
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#endif // TENSORFLOW_PYTHON_GRAPPLER_MODEL_ANALYZER_H_
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