// Copyright (c) 2019 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 #include #include #include #include #include "lite/core/kernel.h" #include "lite/core/mir/node.h" #include "lite/core/op_lite.h" #include "lite/core/program.h" namespace paddle { namespace lite { namespace mir { // An Graph for MIR. It is built from a list of Op and a scope. class GraphBase {}; class SSAGraph : GraphBase { public: // @param program: the target program with vars and ops // @param valid_places: the valid places user set for the system. // @param block_idx: the block index in the target program, default is 0(main // block) void Build(const Program &program, const std::vector &valid_places, int block_idx = kRootBlockIdx); void RemoveNode(const mir::Node *node); std::vector StmtTopologicalOrder(); std::vector NodeTopologicalOrder(); // The inputs of the graph. std::vector inputs(); // The outputs of the graph. std::vector outputs(); const std::list &nodes() const { return node_storage_; } std::list &mutable_nodes() { return node_storage_; } mir::Node *RetrieveArgument(const std::string &arg); Node *NewArgumentNode(const std::string &name); Node *NewInstructNode(); void CheckValid() { CHECK(CheckBidirectionalConnection()); CHECK(CheckNodesRoleSet()); CHECK(CheckLinksRoleSet()); } Node *GraphCreateInstructNode(const std::shared_ptr &op, const std::vector &valid_places); // Device related attributes const std::vector &valid_places() const { return valid_places_; } void SetValidPlaces(const std::vector &x) { valid_places_ = x; } private: mir::Node *Argument(const std::string &name); // Check the bidirectional connection. bool CheckBidirectionalConnection(); bool CheckNodesRoleSet(); // Check all the items's role in inlinks and outlinks is set. bool CheckLinksRoleSet(); void MarkArgumentWeights(const Program &program) { for (const auto &name : program.weights()) { arguments_[name]->AsArg().is_weight = true; } } // Build operator inlink edge table. std::map> BuildOperationAdjList(); // Build node inlink edge table. std::map> BuildNodeAdjList(); void SortHelper(const std::map> &adj_list, mir::Node *node, std::set *visited, std::vector *ret); private: std::list node_storage_; std::map arguments_; std::vector valid_places_; }; // Remove the link between a -> b. static void RemoveDirectedLink(Node *a, Node *b) { auto it = std::find(b->inlinks.begin(), b->inlinks.end(), a); if (it != b->inlinks.end()) { b->inlinks.erase(it); } auto it1 = std::find(a->outlinks.begin(), a->outlinks.end(), b); if (it1 != a->outlinks.end()) { a->outlinks.erase((it1)); } } // Link a -> b. static void DirectedLink(Node *a, Node *b) { // Eagerly remove first, to avoid duplicate link. RemoveDirectedLink(a, b); a->outlinks.push_back(b); b->inlinks.push_back(a); } static void LocalInferenceType(Node *a, Node *b, const std::string &arg_name) { // instr -> output argument if (a->IsStmt() && b->IsArg()) { auto &inst = a->AsStmt(); auto &output = b->AsArg(); if (!output.type) { output.type = inst.picked_kernel().GetOutputDeclType(arg_name); } } // input argument -> instr if (a->IsArg() && b->IsStmt()) { auto &input = a->AsArg(); auto &inst = b->AsStmt(); if (!input.type) { input.type = inst.picked_kernel().GetInputDeclType(arg_name); } } } } // namespace mir } // namespace lite } // namespace paddle