/** * 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 _MODEL_PROCESS_H_ #define _MODEL_PROCESS_H_ #include "acl/acl.h" #include "utils.h" #include /** * 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 std::string& modelPath); /** * @brief unload model */ void Unload(); /** * @brief create model desc * @return result */ Result CreateDesc(); /** * @brief PrintDesc */ Result PrintDesc(); /** * @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 create model input * @return result */ Result CreateZeroInput(); /** * @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_; size_t numInputs_; size_t numOutputs_; }; #endif