// 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. #include "paddle/fluid/framework/ir/graph_traits.h" #include namespace paddle { namespace framework { namespace ir { // // NodesDFSIterator // NodesDFSIterator::NodesDFSIterator(const std::vector &source) { for (auto *x : source) stack_.push(x); } NodesDFSIterator::NodesDFSIterator(NodesDFSIterator &&other) noexcept : stack_(std::move(other.stack_)), visited_(std::move(other.visited_)) {} NodesDFSIterator::NodesDFSIterator(const NodesDFSIterator &other) : stack_(other.stack_), visited_(other.visited_) {} Node &NodesDFSIterator::operator*() { PADDLE_ENFORCE(!stack_.empty()); return *stack_.top(); } NodesDFSIterator &NodesDFSIterator::operator++() { PADDLE_ENFORCE(!stack_.empty(), "the iterator exceeds range"); visited_.insert(stack_.top()); auto *cur = stack_.top(); stack_.pop(); for (auto *x : cur->outputs) { if (!visited_.count(x)) { stack_.push(x); } } return *this; } bool NodesDFSIterator::operator==(const NodesDFSIterator &other) { if (stack_.empty()) return other.stack_.empty(); if ((!stack_.empty()) && (!other.stack_.empty())) { return stack_.top() == other.stack_.top(); } return false; } NodesDFSIterator &NodesDFSIterator::operator=(const NodesDFSIterator &other) { stack_ = other.stack_; visited_ = other.visited_; return *this; } Node *NodesDFSIterator::operator->() { return stack_.top(); } inline bool CheckNodeIndegreeEquals(const Node &node, size_t n) { return node.inputs.size() == n; } NodesTSIterator::NodesTSIterator(const std::vector &source) { PADDLE_ENFORCE(!source.empty(), "Start points of topological sorting should not be empty!"); // CHECK all the inputs' in-degree is 0 for (auto *node : source) { PADDLE_ENFORCE(CheckNodeIndegreeEquals(*node, 0)); } std::unordered_set visited; std::unordered_set to_visit{source.begin(), source.end()}; std::vector inlink_visited; while (!to_visit.empty()) { std::vector queue(to_visit.begin(), to_visit.end()); for (auto *p : queue) { inlink_visited.clear(); std::copy_if(p->inputs.begin(), p->inputs.end(), std::back_inserter(inlink_visited), [&](Node *x) -> bool { return visited.count(x) != 0; }); if (inlink_visited.size() == p->inputs.size()) { sorted_.push_back(p); for (auto *_ : p->outputs) { if (!visited.count(_)) { to_visit.insert(_); } } to_visit.erase(p); visited.insert(p); } } } } NodesTSIterator::NodesTSIterator(const NodesTSIterator &other) : sorted_(other.sorted_), cursor_(other.cursor_) {} Node &NodesTSIterator::operator*() { PADDLE_ENFORCE_LT(cursor_, sorted_.size()); return *sorted_[cursor_]; } NodesTSIterator &NodesTSIterator::operator++() { if (++cursor_ >= sorted_.size()) { sorted_.clear(); cursor_ = 0; } return *this; } NodesTSIterator &NodesTSIterator::operator=(const NodesTSIterator &other) { cursor_ = other.cursor_; sorted_ = other.sorted_; return *this; } bool NodesTSIterator::operator==(const NodesTSIterator &other) { return sorted_ == other.sorted_ && cursor_ == other.cursor_; } Node *NodesTSIterator::operator->() { PADDLE_ENFORCE_LT(cursor_, sorted_.size()); return sorted_[cursor_]; } } // namespace ir } // namespace framework } // namespace paddle