Program Listing for File model_parallel_runner.h
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#ifndef MINDSPORE_INCLUDE_API_MODEL_PARALLEL_RUNNER_H
#define MINDSPORE_INCLUDE_API_MODEL_PARALLEL_RUNNER_H
#include <vector>
#include <memory>
#include <utility>
#include <map>
#include <string>
#include "include/api/status.h"
#include "include/api/context.h"
namespace mindspore {
class MS_API RunnerConfig {
public:
struct Data;
RunnerConfig();
~RunnerConfig();
void SetWorkersNum(int32_t workers_num);
int32_t GetWorkersNum() const;
void SetContext(const std::shared_ptr<Context> &context);
std::shared_ptr<Context> GetContext() const;
inline void SetConfigInfo(const std::string §ion, const std::map<std::string, std::string> &config);
inline std::map<std::string, std::map<std::string, std::string>> GetConfigInfo() const;
inline void SetConfigPath(const std::string &config_path);
inline std::string GetConfigPath() const;
private:
void SetConfigInfo(const std::vector<char> §ion, const std::map<std::vector<char>, std::vector<char>> &config);
std::map<std::vector<char>, std::map<std::vector<char>, std::vector<char>>> GetConfigInfoChar() const;
void SetConfigPath(const std::vector<char> &config_path);
std::vector<char> GetConfigPathChar() const;
std::shared_ptr<Data> data_ = nullptr;
};
void RunnerConfig::SetConfigInfo(const std::string §ion, const std::map<std::string, std::string> &config) {
SetConfigInfo(StringToChar(section), MapStringToVectorChar(config));
}
std::map<std::string, std::map<std::string, std::string>> RunnerConfig::GetConfigInfo() const {
return MapMapCharToString(GetConfigInfoChar());
}
void RunnerConfig::SetConfigPath(const std::string &config_path) { SetConfigPath(StringToChar(config_path)); }
std::string RunnerConfig::GetConfigPath() const { return CharToString(GetConfigPathChar()); }
class ModelParallelRunnerImpl;
class MS_API ModelParallelRunner {
public:
ModelParallelRunner();
~ModelParallelRunner();
inline Status Init(const std::string &model_path, const std::shared_ptr<RunnerConfig> &runner_config = nullptr);
Status Init(const void *model_data, const size_t data_size,
const std::shared_ptr<RunnerConfig> &runner_config = nullptr);
std::vector<MSTensor> GetInputs();
std::vector<MSTensor> GetOutputs();
Status Predict(const std::vector<MSTensor> &inputs, std::vector<MSTensor> *outputs,
const MSKernelCallBack &before = nullptr, const MSKernelCallBack &after = nullptr);
private:
Status Init(const std::vector<char> &model_path, const std::shared_ptr<RunnerConfig> &runner_config);
std::shared_ptr<ModelParallelRunnerImpl> model_parallel_runner_impl_ = nullptr;
};
Status ModelParallelRunner::Init(const std::string &model_path, const std::shared_ptr<RunnerConfig> &runner_config) {
return Init(StringToChar(model_path), runner_config);
}
} // namespace mindspore
#endif // MINDSPORE_INCLUDE_API_MODEL_PARALLEL_RUNNER_H