//Model_process.h /** * @file model_process.h * * Copyright (C) 2020. Huawei Technologies Co., Ltd. All rights reserved. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. */ #pragma once #include "utils.h" #include "acl/acl.h" using namespace std; /** * ModelProcess */ class ModelProcess { public: /** * @brief Constructor */ ModelProcess(); /** * @brief Destructor */ ~ModelProcess(); /** * @brief load model from file with mem * @param [in] modelPath: model path * @return result */ Result LoadModelFromFileWithMem(const char *modelPath); /** * @brief unload model */ void Unload(); /** * @brief create model desc * @return result */ Result CreateDesc(); /** * @brief destroy desc */ void DestroyDesc(); /** * @brief create model input * @param [in] inputDataBuffer: input buffer * @param [in] bufferSize: input buffer size * @return result */ Result CreateInput(void *inputDataBuffer, size_t bufferSize); /** * @brief destroy input resource */ void DestroyInput(); /** * @brief create output buffer * @return result */ Result CreateOutput(); /** * @brief destroy output resource */ void DestroyOutput(); /** * @brief model execute * @return result */ Result Execute(); /** * @brief dump model output result to file */ void DumpModelOutputResult(); /** * @brief get model output result */ void OutputModelResult(std::string& s,std::string& modelName,size_t index); private: uint32_t modelId_; size_t modelMemSize_; size_t modelWeightSize_; void *modelMemPtr_; void *modelWeightPtr_; bool loadFlag_; // model load flag aclmdlDesc *modelDesc_; aclmdlDataset *input_; aclmdlDataset *output_; };