/** * Copyright 2020 Huawei Technologies Co., Ltd * * 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. */ #ifndef MINDSPORE_INCLUDE_API_MODEL_H #define MINDSPORE_INCLUDE_API_MODEL_H #include #include #include #include #include "include/api/status.h" #include "include/api/types.h" #include "include/api/graph.h" #include "include/api/cell.h" namespace mindspore { namespace api { class ModelImpl; // todo: minddata c++ interface class DataSet {}; class MS_API Model { public: explicit Model(const std::vector &network); explicit Model(const GraphCell &graph); ~Model(); Model(const Model &) = delete; void operator=(const Model &) = delete; Status Build(const std::map &options); Status Train(const DataSet &dataset, bool data_sink, std::map *outputs); Status Eval(const DataSet &dataset, bool data_sink, std::map *outputs); Status Predict(const std::vector &inputs, std::vector *outputs); Status GetInputsInfo(std::vector *names, std::vector> *shapes, std::vector *data_types, std::vector *mem_sizes) const; Status GetOutputsInfo(std::vector *names, std::vector> *shapes, std::vector *data_types, std::vector *mem_sizes) const; static bool CheckModelSupport(const std::string &device_type, ModelType model_type); private: std::shared_ptr impl_; }; } // namespace api } // namespace mindspore #endif // MINDSPORE_INCLUDE_API_MODEL_H