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
28bool PrintBeforeCallback(const OH_AI_TensorHandleArray inputs, const OH_AI_TensorHandleArray outputs,
29                         const OH_AI_CallBackParam kernelInfo);
30// function after callback
31bool PrintAfterCallback(const OH_AI_TensorHandleArray inputs, const OH_AI_TensorHandleArray outputs,
32                        const OH_AI_CallBackParam kernelInfo);
33// add cpu device info
34void AddContextDeviceCPU(OH_AI_ContextHandle context);
35bool IsNPU();
36// add nnrt device info
37void AddContextDeviceNNRT(OH_AI_ContextHandle context);
38// fill data to inputs tensor
39void FillInputsData(OH_AI_TensorHandleArray inputs, std::string modelName, bool isTranspose);
40// compare result after predict
41void CompareResult(OH_AI_TensorHandleArray outputs, std::string modelName, float atol = 0.01, float rtol = 0.01);
42// model build and predict
43void ModelPredict(OH_AI_ModelHandle model, OH_AI_ContextHandle context, std::string modelName,
44                  OH_AI_ShapeInfo shapeInfos, bool buildByGraph, bool isTranspose, bool isCallback);
45void ModelPredict_ModelBuild(OH_AI_ModelHandle model, OH_AI_ContextHandle context, std::string modelName,
46                             bool buildByGraph);
47void ModelTrain(OH_AI_ModelHandle model, OH_AI_ContextHandle context, std::string modelName,
48                OH_AI_ShapeInfo shapeInfos, bool buildByGraph, bool isTranspose, bool isCallback);
49
50#endif //OHOS_MINDSPORE_TEST_MODEL_UTILS_H
51