// Copyright (c) 2018 PaddlePaddle 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. #pragma once #include #include #include "paddle/fluid/framework/ir/graph.h" #include "paddle/fluid/framework/ir/node.h" namespace paddle { namespace framework { namespace ir { template class iterator_range { IteratorT begin_, end_; public: template explicit iterator_range(Container &&c) : begin_(c.begin()), end_(c.end()) {} iterator_range(const IteratorT &begin, const IteratorT &end) : begin_(begin), end_(end) {} const IteratorT &begin() const { return begin_; } const IteratorT &end() const { return end_; } }; // DFS iterator on nodes. struct NodesDFSIterator : public std::iterator { NodesDFSIterator() = default; explicit NodesDFSIterator(const std::vector &source); NodesDFSIterator(NodesDFSIterator &&other) noexcept; NodesDFSIterator(const NodesDFSIterator &other); Node &operator*(); NodesDFSIterator &operator++(); // TODO(Superjomn) current implementation just compare the first // element, need to compare the graph and all the elements in the queue and // set. NodesDFSIterator &operator=(const NodesDFSIterator &other); bool operator==(const NodesDFSIterator &other); bool operator!=(const NodesDFSIterator &other) { return !(*this == other); } Node *operator->(); private: std::stack stack_; std::unordered_set visited_; }; /* * GraphTraits contains some graph traversal algorithms. * * Usage: * */ struct GraphTraits { static iterator_range DFS(const Graph &g) { auto start_points = ExtractStartPoints(g); NodesDFSIterator x(start_points); return iterator_range(NodesDFSIterator(start_points), NodesDFSIterator()); } private: // The nodes those have no input will be treated as start points. static std::vector ExtractStartPoints(const Graph &g) { std::vector result; for (auto *node : g.Nodes()) { if (node->inputs.empty()) { result.push_back(node); } } return result; } }; } // namespace ir } // namespace framework } // namespace paddle