* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License")
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
* \file test_reduce_mean.cpp
* \brief
*/
#include <array>
#include <vector>
#include <string>
#include <cstdint>
#include "gtest/gtest.h"
#include "tikicpulib.h"
#include "../data_utils.h"
#include "reduce_mean.cpp"
#include "../tiling_test_help.h"
#include "../atvoss_reduce_op_test_help.h"
using namespace std;
class reduce_mean_test : public testing::Test
{
protected:
static void SetUpTestCase()
{
cout << "reduce_mean_test SetUp \n" << endl;
}
static void TearDownTestCase()
{
cout << "reduce_mean_test TearDown\n" << endl;
}
};
static bool CompareData()
{
std::string cmd = "cd ./reduce_mean_data/ && python3 verify.py y.bin golden.bin ";
return system(cmd.c_str()) == 0;
}
static void InitEnv()
{
system("cp -r ../../../../../../../ops/built-in/tests/ut/fast_op_test/reduce_mean/reduce_mean_data ./");
system("chmod -R 755 ./reduce_mean_data/");
system("cd ./reduce_mean_data/ && rm -rf ./*bin");
system("cd ./reduce_mean_data/ && python3 gen_data.py");
}
template <std::size_t Index>
void InvokeReduceMeanKernel(const TilingTestHelp::TilingInfo& tilingInfo, GM_ADDR x, GM_ADDR axes, GM_ADDR y,
GM_ADDR workspace, GM_ADDR tiling)
{
if constexpr (Index < CommonReduceParams.size()) {
if (tilingInfo.tilingKey == GET_TPL_TILING_KEY(COMMON_REDUCE_PARAM(Index))) {
ICPU_SET_TILING_KEY(tilingInfo.tilingKey);
std::cout << "tilingInfo.tilingKey:" << tilingInfo.tilingKey << std::endl;
std::cout << __func__ << " Params:" << ToString(CommonReduceParams[Index]) << std::endl;
auto func = reduce_mean<COMMON_REDUCE_PARAM(Index)>;
AscendC::SetKernelMode(KernelMode::AIV_MODE);
ICPU_RUN_KF(func, tilingInfo.blockNum, x, axes, y, workspace, tiling);
} else {
InvokeReduceMeanKernel<Index + 1>(tilingInfo, x, axes, y, workspace, tiling);
}
}
}
TEST_F(reduce_mean_test, test_case_0)
{
uint32_t numBlocks = 4;
uint32_t dim0 = 4;
uint32_t dim1 = 64;
std::vector<int64_t> input{4, 64};
std::vector<int64_t> output{4};
std::vector<int64_t> intputAxes{1};
auto inDType = DT_FLOAT;
TilingTestHelp::ParamManager manager;
manager.Init(2, 1);
manager.AddInputShape(input, inDType, FORMAT_ND);
manager.AddConstInput(intputAxes);
manager.AddOutputShape(output, inDType, FORMAT_ND);
TilingTestHelp::TilingInfo tilingInfo;
EXPECT_EQ(DoTiling("ReduceMean", manager, tilingInfo, UT_SOC_VERSION, "{}"), true);
ASSERT_TRUE(tilingInfo.tilingDataSize > 0);
size_t xSize = TilingTestHelp::ShapeSize(input) * sizeof(float);
size_t ySize = TilingTestHelp::ShapeSize(output) * sizeof(float);
uint8_t* x = (uint8_t*)AscendC::GmAlloc(xSize);
uint8_t* axes = (uint8_t*)AscendC::GmAlloc(sizeof(int32_t));
uint8_t* y = (uint8_t*)AscendC::GmAlloc(ySize);
uint8_t* workspace = (uint8_t*)AscendC::GmAlloc(tilingInfo.workspaceSizes.front());
InitEnv();
char* cpath = get_current_dir_name();
string path(cpath);
free(cpath);
ReadFile(path + "/reduce_mean_data/x.bin", xSize, x, xSize);
InvokeReduceMeanKernel<0>(tilingInfo, x, axes, y, workspace, tilingInfo.tilingData.get());
WriteFile(path + "/reduce_mean_data/y.bin", y, ySize);
AscendC::GmFree((void*)x);
AscendC::GmFree((void*)axes);
AscendC::GmFree((void*)y);
AscendC::GmFree((void*)workspace);
EXPECT_EQ(CompareData(), true);
}