* 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_hans_encode.h"
#include "aclnnop/aclnn_hans_decode.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<float> inputHost(65536, 0);
std::vector<float> mantissaHost(49152, 0);
std::vector<float> fixedHost(16384, 0);
std::vector<float> varHost(16384, 0);
std::vector<int32_t> pdfHost(256, 0);
std::vector<float> recoverHost(65536, 0);
bool statistic = true;
bool reshuff = false;
int64_t outHostAddr = -1;
int64_t outHostLength = 0;
void* inputAddr = nullptr;
void* outMantissaAddr = nullptr;
void* outFixedAddr = nullptr;
void* outVarAddr = nullptr;
void* pdfAddr = nullptr;
void* recoverAddr = nullptr;
aclTensor* input = nullptr;
aclTensor* outMantissa = nullptr;
aclTensor* outFixed = nullptr;
aclTensor* pdf = nullptr;
aclTensor* outVar = nullptr;
aclTensor* recover = nullptr;
ret = CreateAclTensor(inputHost, {1, 65536}, &inputAddr, aclDataType::ACL_FLOAT, &input);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(mantissaHost, {1, 49152}, &outMantissaAddr, aclDataType::ACL_FLOAT, &outMantissa);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(fixedHost, {1, 16384}, &outFixedAddr, aclDataType::ACL_FLOAT, &outFixed);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(varHost, {1, 16384}, &outVarAddr, aclDataType::ACL_FLOAT, &outVar);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(pdfHost, {1, 256}, &pdfAddr, aclDataType::ACL_INT32, &pdf);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(recoverHost, {1, 65536}, &recoverAddr, aclDataType::ACL_FLOAT, &recover);
CHECK_RET(ret == ACL_SUCCESS, return ret);
uint64_t workspaceSize = 0;
aclOpExecutor* executor;
ret = aclnnHansEncodeGetWorkspaceSize(input, pdf, statistic, reshuff, outMantissa, outFixed, outVar, &workspaceSize,
&executor);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclnnHansEncodeGetWorkspaceSize failed. ERROR: %d\n", ret); return ret);
void* workspaceAddr = nullptr;
if (workspaceSize > static_cast<uint64_t>(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 = aclnnHansEncode(workspaceAddr, workspaceSize, executor, stream);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclnnHansEncode 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 size = 16384 * sizeof(float);
std::vector<float> resultData(16384, 0);
ret = aclrtMemcpy(resultData.data(), size, outFixedAddr, size, 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 < 128; i++) {
int32_t intVal = *reinterpret_cast<int32_t*>(&resultData[i]);
LOG_PRINT("result header[%ld] is: %d\n", i, intVal);
}
uint64_t workspaceSizeDecode = 0;
aclOpExecutor* executorDecode;
ret = aclnnHansDecodeGetWorkspaceSize(outMantissa, outFixed, outVar, pdf, reshuff, recover, &workspaceSizeDecode,
&executorDecode);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclnnHansDecodeGetWorkspaceSize failed. ERROR: %d\n", ret); return ret);
void* workspaceAddrDecode = nullptr;
if (workspaceSizeDecode > 0) {
ret = aclrtMalloc(&workspaceAddrDecode, workspaceSizeDecode, ACL_MEM_MALLOC_HUGE_FIRST);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("allocate workspace failed. ERROR: %d\n", ret); return ret);
}
ret = aclnnHansDecode(workspaceAddrDecode, workspaceSizeDecode, executorDecode, stream);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclnnHansDecode 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);
std::vector<float> recoverData(65536, 0);
ret = aclrtMemcpy(recoverData.data(), 65536 * sizeof(recoverData[0]), recoverAddr, 65536 * sizeof(recoverData[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 < 256; i++) {
LOG_PRINT("reco[%ld] is: %f org is: %f\n", i, recoverData[i], inputHost[i]);
}
aclDestroyTensor(input);
aclDestroyTensor(outMantissa);
aclDestroyTensor(outFixed);
aclDestroyTensor(outVar);
aclDestroyTensor(pdf);
aclDestroyTensor(recover);
aclrtFree(inputAddr);
aclrtFree(outMantissaAddr);
aclrtFree(outFixedAddr);
aclrtFree(outVarAddr);
aclrtFree(pdfAddr);
aclrtFree(recoverAddr);
if (workspaceSize > static_cast<uint64_t>(0)) {
aclrtFree(workspaceAddr);
}
if (workspaceSizeDecode > 0) {
aclrtFree(workspaceAddrDecode);
}
aclrtDestroyStream(stream);
aclrtResetDevice(deviceId);
aclFinalize();
return 0;
}