* 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_aclnn_mhc_post.cpp
* \brief
*/
#include <iostream>
#include <vector>
#include <cmath>
#include <cstring>
#include "acl/acl.h"
#include "aclnnop/aclnn_mhc_post.h"
#include "securec.h"
using namespace std;
namespace {
#define CHECK_RET(cond) ((cond) ? true :(false))
#define LOG_PRINT(message, ...) \
do { \
printf(message, ##__VA_ARGS__); \
} while (0)
int64_t GetShapeSize(const std::vector<int64_t> &shape) {
int64_t shapeSize = 1;
for (auto i : shape) {
shapeSize *= i;
}
return shapeSize;
}
int Init(int32_t deviceId, aclrtStream *stream) {
auto ret = aclInit(nullptr);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("aclInit failed. ERROR: %d\n", ret);
return ret;
}
ret = aclrtSetDevice(deviceId);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("aclrtSetDevice failed. ERROR: %d\n", ret);
return ret;
}
ret = aclrtCreateStream(stream);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("aclrtCreateStream failed. ERROR: %d\n", ret);
return ret;
}
return 0;
}
template <typename T>
int CreateAclTensor(const std::vector<T> &hostData, const std::vector<int64_t> &shape, void **deviceAddr,
aclDataType dataType, aclTensor **tensor) {
auto size = GetShapeSize(shape) * sizeof(T);
auto ret = aclrtMalloc(deviceAddr, size, ACL_MEM_MALLOC_HUGE_FIRST);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("aclrtMalloc failed. ERROR: %d\n", ret);
return ret;
}
ret = aclrtMemcpy(*deviceAddr, size, hostData.data(), size, ACL_MEMCPY_HOST_TO_DEVICE);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("aclrtMemcpy failed. ERROR: %d\n", ret);
return ret;
}
std::vector<int64_t> strides(shape.size(), 1);
for (int64_t i = shape.size() - 2; i >= 0; i--) {
strides[i] = shape[i + 1] * strides[i + 1];
}
*tensor = aclCreateTensor(shape.data(), shape.size(), dataType, strides.data(), 0, aclFormat::ACL_FORMAT_ND,
shape.data(), shape.size(), *deviceAddr);
return 0;
}
}
int main() {
int32_t deviceId = 0;
aclrtStream stream;
auto ret = Init(deviceId, &stream);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("Init acl failed. ERROR: %d\n", ret);
return ret;
}
std::vector<int64_t> xShape = {1, 1024, 4, 5120};
std::vector<int64_t> hResShape = {1, 1024, 4, 4};
std::vector<int64_t> hOutShape = {1, 1024, 5120};
std::vector<int64_t> hPostShape = {1, 1024, 4};
std::vector<int64_t> outShape = {1, 1024, 4, 5120};
void *xDeviceAddr = nullptr;
void *hResDeviceAddr = nullptr;
void *hOutDeviceAddr = nullptr;
void *hPostDeviceAddr = nullptr;
void *outDeviceAddr = nullptr;
aclTensor *xTensor = nullptr;
aclTensor *hResTensor = nullptr;
aclTensor *hOutTensor = nullptr;
aclTensor *hPostTensor = nullptr;
aclTensor *outTensor = nullptr;
int64_t xShapeSize = GetShapeSize(xShape);
int64_t hResShapeSize = GetShapeSize(hResShape);
int64_t hOutShapeSize = GetShapeSize(hOutShape);
int64_t hPostShapeSize = GetShapeSize(hPostShape);
int64_t outShapeSize = GetShapeSize(outShape);
std::vector<aclFloat16> xHostData(xShapeSize, aclFloatToFloat16(1.0f));
std::vector<float> hResHostData(hResShapeSize, 1.0f);
std::vector<aclFloat16> hOutHostData(hOutShapeSize, aclFloatToFloat16(1.0f));
std::vector<float> hPostHostData(hPostShapeSize, 1.0f);
std::vector<aclFloat16> outHostData(outShapeSize, aclFloatToFloat16(0.0f));
ret = CreateAclTensor(xHostData, xShape, &xDeviceAddr, aclDataType::ACL_FLOAT16, &xTensor);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
return ret;
}
ret = CreateAclTensor(hResHostData, hResShape, &hResDeviceAddr, aclDataType::ACL_FLOAT, &hResTensor);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
return ret;
}
ret = CreateAclTensor(hOutHostData, hOutShape, &hOutDeviceAddr, aclDataType::ACL_FLOAT16, &hOutTensor);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
return ret;
}
ret = CreateAclTensor(hPostHostData, hPostShape, &hPostDeviceAddr, aclDataType::ACL_FLOAT, &hPostTensor);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
return ret;
}
ret = CreateAclTensor(outHostData, outShape, &outDeviceAddr, aclDataType::ACL_FLOAT16, &outTensor);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
return ret;
}
uint64_t workspaceSize = 0;
aclOpExecutor *executor;
ret = aclnnMhcPostGetWorkspaceSize(
xTensor, hResTensor, hOutTensor, hPostTensor, outTensor,
&workspaceSize, &executor);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("aclnnMhcPostGetWorkspaceSize failed. ERROR: %d\n", ret);
return ret;
}
void *workspaceAddr = nullptr;
if (workspaceSize > 0U) {
ret = aclrtMalloc(&workspaceAddr, workspaceSize, ACL_MEM_MALLOC_HUGE_FIRST);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("allocate workspace failed. ERROR: %d\n", ret);
return ret;
}
}
ret = aclnnMhcPost(workspaceAddr, workspaceSize, executor, stream);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("aclnnMhcPost failed. ERROR: %d\n", ret);
return ret;
}
ret = aclrtSynchronizeStream(stream);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("aclrtSynchronizeStream failed. ERROR: %d\n", ret);
return ret;
}
auto size = GetShapeSize(outShape);
std::vector<aclFloat16> resultData(size, aclFloatToFloat16(0.0f));
ret = aclrtMemcpy(resultData.data(), resultData.size() * sizeof(resultData[0]), outDeviceAddr,
size * sizeof(resultData[0]), ACL_MEMCPY_DEVICE_TO_HOST);
if (!CHECK_RET(ret == ACL_SUCCESS)) {
LOG_PRINT("copy result from device to host failed. ERROR: %d\n", ret);
return ret;
}
aclDestroyTensor(xTensor);
aclDestroyTensor(hResTensor);
aclDestroyTensor(hOutTensor);
aclDestroyTensor(hPostTensor);
aclDestroyTensor(outTensor);
aclrtFree(xDeviceAddr);
aclrtFree(hResDeviceAddr);
aclrtFree(hOutDeviceAddr);
aclrtFree(hPostDeviceAddr);
aclrtFree(outDeviceAddr);
if (workspaceSize > 0U) {
aclrtFree(workspaceAddr);
}
aclrtDestroyStream(stream);
aclrtResetDevice(deviceId);
aclFinalize();
return 0;
}