// 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. /* * This file defines Opt and basic functions about model transformation. */ #ifndef PADDLE_LITE_OPT_H_ // NOLINT #define PADDLE_LITE_OPT_H_ #include #include #include #include #include // stores the map that records the source_file path of each kernel. #include "kernel_src_map.h" // NOLINT #include "lite/api/cxx_api.h" // version of Paddle-lite #include "lite/core/version.h" // model parser functions to pre-load model to verify if this model is supported #include "lite/model_parser/compatible_pb.h" #include "lite/model_parser/pb/program_desc.h" #include "lite/utils/string.h" // recorded all the ops supported by paddle-lite #include "supported_kernel_op_info.h" // NOLINT namespace paddle { namespace lite_api { /// The PaddlePredictor defines the basic interfaces for different kinds of /// predictors. class LITE_API OptBase { public: OptBase() = default; void SetModelSetDir(const std::string &model_set_path); void SetModelDir(const std::string &model_dir_path); void SetModelFile(const std::string &model_path); void SetParamFile(const std::string ¶m_path); void SetValidPlaces(const std::string &valid_places); void SetLiteOut(const std::string &lite_out_name); void RecordModelInfo(bool record_strip_info = true); // set optimized_model type void SetModelType(std::string model_type); // transform and save the optimized model void Run(); void RunOptimize(const std::string &model_dir_path = "", const std::string &model_path = "", const std::string ¶m_path = "", const std::string &valid_places = "", const std::string &optimized_out_path = ""); // fuctions of printing info // 1. help info void PrintHelpInfo(); // 2. PrintOpsInfo void PrintOpsInfo(const std::set &valid_ops = {}); // print supported ops on target_types void PrintAllOps(); // print all ops void PrintSupportedOps(); // print ops supported on valid_places_ void DisplayKernelsInfo(); // Display kernel information // 3. Check if this model is supported void CheckIfModelSupported(bool print_ops_info = true); private: CxxConfig opt_config_; // valid places for the optimized_model std::vector valid_places_; // filename of the optimized_model std::string lite_out_name_; // type of the optimized_model, kNaiveBuffer default. LiteModelType model_type_{LiteModelType::kNaiveBuffer}; // Dir path of a set of models, this should be combined with model std::string model_set_dir_; bool record_strip_info_{false}; void RunOptimizeFromModelSet(bool record_strip_info = false); }; } // namespace lite_api } // namespace paddle #endif // NOLINT