Program Listing for File serialization.h

↰ Return to documentation for file (include/serialization.h)

#ifndef MINDSPORE_INCLUDE_API_SERIALIZATION_H
#define MINDSPORE_INCLUDE_API_SERIALIZATION_H

#include <string>
#include <vector>
#include <map>
#include <memory>
#include "include/api/status.h"
#include "include/api/types.h"
#include "include/api/model.h"
#include "include/api/graph.h"
#include "include/api/dual_abi_helper.h"

namespace mindspore {
class  Serialization {
 public:
  inline static Status Load(const void *model_data, size_t data_size, ModelType model_type, Graph *graph,
                            const Key &dec_key = {}, const std::string &dec_mode = kDecModeAesGcm);

  inline static Status Load(const std::string &file, ModelType model_type, Graph *graph, const Key &dec_key = {},
                            const std::string &dec_mode = kDecModeAesGcm);

  inline static Status Load(const std::vector<std::string> &files, ModelType model_type, std::vector<Graph> *graphs,
                            const Key &dec_key = {}, const std::string &dec_mode = kDecModeAesGcm);
  static Status SetParameters(const std::map<std::string, Buffer> &parameters, Model *model);
  static Status ExportModel(const Model &model, ModelType model_type, Buffer *model_data);
  inline static Status ExportModel(const Model &model, ModelType model_type, const std::string &model_file,
                                   QuantizationType quantization_type = kNoQuant, bool export_inference_only = true,
                                   std::vector<std::string> output_tensor_name = {});

 private:
  static Status Load(const void *model_data, size_t data_size, ModelType model_type, Graph *graph, const Key &dec_key,
                     const std::vector<char> &dec_mode);
  static Status Load(const std::vector<char> &file, ModelType model_type, Graph *graph);
  static Status Load(const std::vector<char> &file, ModelType model_type, Graph *graph, const Key &dec_key,
                     const std::vector<char> &dec_mode);
  static Status Load(const std::vector<std::vector<char>> &files, ModelType model_type, std::vector<Graph> *graphs,
                     const Key &dec_key, const std::vector<char> &dec_mode);
  static Status ExportModel(const Model &model, ModelType model_type, const std::vector<char> &model_file,
                            QuantizationType quantization_type, bool export_inference_only,
                            const std::vector<std::vector<char>> &output_tensor_name);
};

Status Serialization::Load(const void *model_data, size_t data_size, ModelType model_type, Graph *graph,
                           const Key &dec_key, const std::string &dec_mode) {
  return Load(model_data, data_size, model_type, graph, dec_key, StringToChar(dec_mode));
}

Status Serialization::Load(const std::string &file, ModelType model_type, Graph *graph, const Key &dec_key,
                           const std::string &dec_mode) {
  return Load(StringToChar(file), model_type, graph, dec_key, StringToChar(dec_mode));
}

Status Serialization::Load(const std::vector<std::string> &files, ModelType model_type, std::vector<Graph> *graphs,
                           const Key &dec_key, const std::string &dec_mode) {
  return Load(VectorStringToChar(files), model_type, graphs, dec_key, StringToChar(dec_mode));
}

Status Serialization::ExportModel(const Model &model, ModelType model_type, const std::string &model_file,
                                  QuantizationType quantization_type, bool export_inference_only,
                                  std::vector<std::string> output_tensor_name) {
  return ExportModel(model, model_type, StringToChar(model_file), quantization_type, export_inference_only,
                     VectorStringToChar(output_tensor_name));
}

}  // namespace mindspore
#endif  // MINDSPORE_INCLUDE_API_SERIALIZATION_H