// Copyright (c) 2021 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 "paddle/fluid/framework/ir/graph.h" #include "paddle/fluid/framework/op_desc.h" #include "paddle/fluid/framework/program_desc.h" namespace paddle { namespace framework { namespace ir { // -------------------------- helper functions -------------------------------- namespace test { /// The pair describing correlation between {input/output name, variable name}. using InOutVarNamePair = std::pair; /// The pair describing number of occurrences of given op type. using OpTypeCountPair = std::pair; /// /// @brief Creates the specified operator and sets up its inputs/outputs. /// /// @param prog The program descriptor to which we add new op. /// @param[in] op_type_name The operator type name. /// @param[in] inputs The vector of input pairs: {input_name, variable /// name} /// @param[in] outputs The vector of output pairs {output_name, variable} /// @param[in] use_mkldnn The flag deciding whether or not to set /// 'use_mkldnn' attribute. /// /// @return Returns pointer to the created operator descriptor. /// OpDesc* CreateOp(ProgramDesc* prog, const std::string& op_type_name, const std::vector& inputs, const std::vector& outputs, bool use_mkldnn = true); /// /// @brief Check whether node 'to' is reachable from node 'from' in graph. /// /// @param[in] graph The graph we're checking for reachability. /// @param[in] from The 'from' node name. /// @param[in] to The 'to' node name. /// /// @return True if there is connection between nodes 'from' and 'to'. /// bool TestIsReachable(const Graph& graph, std::string from, std::string to); /// /// @brief Search through graph and counts provided operator occurrences. /// /// @param[in] graph The graph we search through. /// @param[in] op_type_count The vector of pairs {op_type_name, op count} /// /// @note After going through all graph nodes this function asserts /// whether counted number for each requested op is as expected. /// /// @return Returns true if occurrences of all ops is as expected. /// bool AssertOpsCount(const Graph& graph, std::vector op_type_count); /// /// @brief Builds a program descriptor. /// /// @param[in] transient_vars The vector of transient variables names. /// @param[in] persistent_vars The vector of persistent variables names. Those /// will have persistable attribute set to true. /// /// @return The program descriptor object. /// ProgramDesc BuildProgramDesc(const std::vector& transient_vars, const std::vector& persistent_vars); /// /// @brief Execute pass on provided graph and perform checks. /// /// @note Check whether the balance of removed and added nodes after pass /// is as expected. /// /// @param graph The graph we run pass on. /// @param[in] from The name of a 'starting' node sequence in a /// graph. This would be used to test for /// correct node connections. /// @param[in] to The name of a 'ending' node sequence in a /// graph. This would be used to test for /// correct node connections. /// @param[in] removed_nodes_count The number of nodes we expect will be /// removed/fused after pass execution. /// @param[in] added_nodes_count The number of nodes we expect will be added /// after pass execution. /// /// @return Return true if all checks passed, otherwise false. /// bool RunPassAndAssert(Graph* graph, const std::string& pass_name, const std::string& from, const std::string& to, int removed_nodes_count, int added_nodes_count = 0); } // namespace test } // namespace ir } // namespace framework } // namespace paddle