forked from mindspore-Ecosystem/mindspore
61 lines
2.1 KiB
C++
61 lines
2.1 KiB
C++
/**
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* Copyright 2020 Huawei Technologies Co., Ltd
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#ifndef MINDSPORE_INCLUDE_API_MODEL_H
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#define MINDSPORE_INCLUDE_API_MODEL_H
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#include <string>
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#include <vector>
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#include <map>
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#include <memory>
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#include "include/api/status.h"
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#include "include/api/types.h"
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#include "include/api/graph.h"
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#include "include/api/cell.h"
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namespace mindspore {
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namespace api {
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class ModelImpl;
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// todo: minddata c++ interface
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class DataSet {};
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class MS_API Model {
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public:
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explicit Model(const std::vector<Output> &network);
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explicit Model(const GraphCell &graph);
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~Model();
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Model(const Model &) = delete;
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void operator=(const Model &) = delete;
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Status Build(const std::map<std::string, std::string> &options);
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Status Train(const DataSet &dataset, bool data_sink, std::map<std::string, Buffer> *outputs);
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Status Eval(const DataSet &dataset, bool data_sink, std::map<std::string, Buffer> *outputs);
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Status Predict(const std::vector<Buffer> &inputs, std::vector<Buffer> *outputs);
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Status GetInputsInfo(std::vector<std::string> *names, std::vector<std::vector<int64_t>> *shapes,
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std::vector<DataType> *data_types, std::vector<size_t> *mem_sizes) const;
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Status GetOutputsInfo(std::vector<std::string> *names, std::vector<std::vector<int64_t>> *shapes,
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std::vector<DataType> *data_types, std::vector<size_t> *mem_sizes) const;
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static bool CheckModelSupport(const std::string &device_type, ModelType model_type);
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private:
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std::shared_ptr<ModelImpl> impl_;
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};
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} // namespace api
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} // namespace mindspore
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#endif // MINDSPORE_INCLUDE_API_MODEL_H
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