* 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.
*/
#include <iostream>
#include <vector>
#include "acl/acl.h"
#include "aclnnop/aclnn_rasterizer.h"
#define CHECK_RET(cond, return_expr) \
do { \
if (!(cond)) { \
return_expr; \
} \
} while (0)
#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);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclInit failed. ERROR: %d\n", ret); return ret);
ret = aclrtSetDevice(deviceId);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclrtSetDevice failed. ERROR: %d\n", ret); return ret);
ret = aclrtCreateStream(stream);
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);
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);
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);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("Init acl failed. ERROR: %d\n", ret); return ret);
std::vector<int64_t> vShape = {3, 4};
std::vector<int64_t> fShape = {1, 3};
std::vector<int64_t> dShape = {10, 10};
std::vector<int64_t> findicesShape = {10, 10};
std::vector<int64_t> baryShape = {10, 10, 3};
int64_t height = 10;
int64_t width = 10;
float occlusionTruncation = 0.0f;
int64_t useDepthPrior = 0;
std::vector<float> vData = {6.0f, 4.0f, 1.0f, 6.9f, 7.0928106f, 0.3491799f, 3.0046327f, 6.6574745f,
7.308903f, 7.6934705f, 0.1315008f, 3.9899914f};
std::vector<int32_t> fData = {2, 1, 0};
std::vector<float> dData(100, 0.0f);
std::vector<int32_t> findicesData(100, 0);
std::vector<float> baryData(10 * 10 * 3, 0.0f);
void *vDeviceAddr = nullptr;
void *fDeviceAddr = nullptr;
void *dDeviceAddr = nullptr;
void *findicesDeviceAddr = nullptr;
void *baryDeviceAddr = nullptr;
aclTensor *v = nullptr;
aclTensor *f = nullptr;
aclTensor *d = nullptr;
aclTensor *findices = nullptr;
aclTensor *barycentric = nullptr;
ret = CreateAclTensor(vData, vShape, &vDeviceAddr, aclDataType::ACL_FLOAT, &v);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(fData, fShape, &fDeviceAddr, aclDataType::ACL_INT32, &f);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(dData, dShape, &dDeviceAddr, aclDataType::ACL_FLOAT, &d);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(findicesData, findicesShape, &findicesDeviceAddr, aclDataType::ACL_INT32, &findices);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(baryData, baryShape, &baryDeviceAddr, aclDataType::ACL_FLOAT, &barycentric);
CHECK_RET(ret == ACL_SUCCESS, return ret);
uint64_t workspaceSize = 0;
aclOpExecutor *executor;
ret = aclnnRasterizerGetWorkspaceSize(v, f, d, width, height, occlusionTruncation, useDepthPrior, findices,
barycentric, &workspaceSize, &executor);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclnnRasterizerGetWorkspaceSize failed. ERROR: %d\n", ret);
return ret);
void *workspaceAddr = nullptr;
if (workspaceSize > 0) {
ret = aclrtMalloc(&workspaceAddr, workspaceSize, ACL_MEM_MALLOC_HUGE_FIRST);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("allocate workspace failed. ERROR: %d\n", ret); return ret);
}
ret = aclnnRasterizer(workspaceAddr, workspaceSize, executor, stream);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclnnRasterizer failed. ERROR: %d\n", ret); return ret);
ret = aclrtSynchronizeStream(stream);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclrtSynchronizeStream failed. ERROR: %d\n", ret); return ret);
auto findicesSize = GetShapeSize(findicesShape);
std::vector<int32_t> findicesOutData(findicesSize, 0);
ret = aclrtMemcpy(findicesOutData.data(),
findicesSize * sizeof(findicesOutData[0]),
findicesDeviceAddr,
findicesSize * sizeof(findicesOutData[0]),
ACL_MEMCPY_DEVICE_TO_HOST);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("copy result from device to host failed. ERROR: %d\n", ret); return ret);
auto barycentricSize = GetShapeSize(baryShape);
std::vector<float> baryOutData(barycentricSize, 0);
ret = aclrtMemcpy(baryOutData.data(),
barycentricSize * sizeof(baryOutData[0]),
baryDeviceAddr,
barycentricSize * sizeof(baryOutData[0]),
ACL_MEMCPY_DEVICE_TO_HOST);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("copy result from device to host failed. ERROR: %d\n", ret); return ret);
for (int64_t i = 0; i < findicesSize; i++) {
LOG_PRINT("findices[%ld] is: %d\n", i, findicesOutData[i]);
}
for (int64_t i = 0; i < barycentricSize; i++) {
LOG_PRINT("barycentric[%ld] is: %f\n", i, baryOutData[i]);
}
aclDestroyTensor(v);
aclDestroyTensor(f);
aclDestroyTensor(d);
aclDestroyTensor(findices);
aclDestroyTensor(barycentric);
if (workspaceSize > 0) {
aclrtFree(workspaceAddr);
}
aclrtDestroyStream(stream);
aclrtResetDevice(deviceId);
aclFinalize();
return 0;
}