1 /* 2 * Copyright (c) 2023 Huawei Device Co., Ltd. 3 * Licensed under the Apache License, Version 2.0 (the "License"); 4 * you may not use this file except in compliance with the License. 5 * You may obtain a copy of the License at 6 * 7 * http://www.apache.org/licenses/LICENSE-2.0 8 * 9 * Unless required by applicable law or agreed to in writing, software 10 * distributed under the License is distributed on an "AS IS" BASIS, 11 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 * See the License for the specific language governing permissions and 13 * limitations under the License. 14 */ 15 #ifndef OHOS_MINDSPORE_TEST_MODEL_UTILS_H 16 #define OHOS_MINDSPORE_TEST_MODEL_UTILS_H 17 18 #include "gtest/gtest.h" 19 #include "include/c_api/context_c.h" 20 #include "include/c_api/model_c.h" 21 #include "include/c_api/types_c.h" 22 #include "include/c_api/status_c.h" 23 #include "include/c_api/data_type_c.h" 24 #include "include/c_api/tensor_c.h" 25 #include "include/c_api/format_c.h" 26 27 // function before callback 28 bool PrintBeforeCallback(const OH_AI_TensorHandleArray inputs, const OH_AI_TensorHandleArray outputs, 29 const OH_AI_CallBackParam kernelInfo); 30 // function after callback 31 bool PrintAfterCallback(const OH_AI_TensorHandleArray inputs, const OH_AI_TensorHandleArray outputs, 32 const OH_AI_CallBackParam kernelInfo); 33 // add cpu device info 34 void AddContextDeviceCPU(OH_AI_ContextHandle context); 35 bool IsNPU(); 36 // add nnrt device info 37 void AddContextDeviceNNRT(OH_AI_ContextHandle context); 38 // fill data to inputs tensor 39 void FillInputsData(OH_AI_TensorHandleArray inputs, std::string modelName, bool isTranspose); 40 // compare result after predict 41 void CompareResult(OH_AI_TensorHandleArray outputs, std::string modelName, float atol = 0.01, float rtol = 0.01); 42 // model build and predict 43 void ModelPredict(OH_AI_ModelHandle model, OH_AI_ContextHandle context, std::string modelName, 44 OH_AI_ShapeInfo shapeInfos, bool buildByGraph, bool isTranspose, bool isCallback); 45 void ModelTrain(OH_AI_ModelHandle model, OH_AI_ContextHandle context, std::string modelName, 46 OH_AI_ShapeInfo shapeInfos, bool buildByGraph, bool isTranspose, bool isCallback); 47 48 #endif //OHOS_MINDSPORE_TEST_MODEL_UTILS_H 49