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/* 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.
==============================================================================*/
#ifndef TENSORFLOW_COMPILER_JIT_SHAPE_INFERENCE_HELPERS_H_
#define TENSORFLOW_COMPILER_JIT_SHAPE_INFERENCE_HELPERS_H_
#include <vector>
#include "tensorflow/core/graph/graph.h"
namespace tensorflow {
// Helper class to temporarily remove, then replace, the back edges in a
// graph. Simple algorithms for shape inference don't work with cycles, and this
// class can be used to remove cycles before running inference and replace them
// after. Correct usage requires exactly one call to Remove(), followed by any
// number of calls to RemovedEdges() and at most one call to Replace(). The call
// to Replace() is optional if the graph will be discarded without being
// executed, e.g., if it is being used purely for a shape inference pass.
class BackEdgeHelper {
public:
struct BackEdge {
const Edge* edge;
Node* src;
int src_output;
Node* dst;
int dst_input;
};
BackEdgeHelper() = default;
// Disallows copy and assign.
BackEdgeHelper(const BackEdgeHelper& other) = delete;
BackEdgeHelper& operator=(const BackEdgeHelper& other) = delete;
// Temporarily removes all the back edges in graph.
Status Remove(Graph* graph);
// Gets the list of removed edges.
const std::vector<BackEdge>& RemovedEdges() const;
// Replaces the back edges removed by a prior call to Remove.
Status Replace();
private:
Graph* graph_ = nullptr; // not owned
std::vector<BackEdge> back_edges_;
// Set once Replace has been called.
bool replaced_ = false;
};
} // namespace tensorflow
#endif // TENSORFLOW_COMPILER_JIT_SHAPE_INFERENCE_HELPERS_H_
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