/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you 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. */ /*! * \file src/relay/analysis/dependency_graph.h * \brief create a dependency graph. */ #ifndef TVM_RELAY_ANALYSIS_DEPENDENCY_GRAPH_H_ #define TVM_RELAY_ANALYSIS_DEPENDENCY_GRAPH_H_ #include #include #include #include "../../support/arena.h" #include "../transforms/let_list.h" namespace tvm { namespace relay { using support::LinkedList; using support::LinkNode; /* DependencyGraph track input and output of an Expr. * Additionally, dummy scope is created to model scope. * It allow us to traverse the graph in reverse order. */ class DependencyGraph { public: /*! \brief A node in the graph. */ struct Node { // Determine scope boundaries. Used for calculating scopes, not for // constructing dependency graph. bool new_scope = false; // incoming edges LinkedList children; // outgoing edges LinkedList parents; }; /*! \brief Maps a Relay Expr to its node in the dependency graph. */ std::unordered_map expr_node; /*! \brief The dependency graph in post DFS order. */ std::vector post_dfs_order; /*! * \brief Create a dependency graph. * \param arena The arena used for data allocation. * \param body The body of the expression to create a graph. */ static DependencyGraph Create(support::Arena* arena, const Expr& body); private: class Creator; }; } // namespace relay } // namespace tvm #endif // TVM_RELAY_ANALYSIS_DEPENDENCY_GRAPH_H_