* 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 "acl/acl.h"
#include "aclnnop/aclnn_moe_token_unpermute_with_routing_map.h"
#include <iostream>
#include <vector>
#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 shape_size = 1;
for (auto i : shape) {
shape_size *= i;
}
return shape_size;
}
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 == 0, LOG_PRINT("Init acl failed. ERROR: %d\n", ret); return ret);
std::vector<int64_t> permutedTokensShape = {2, 2};
std::vector<int64_t> sortedIndicesShape = {2};
std::vector<int64_t> routingMapOptionalShape = {2, 2};
std::vector<int64_t> probsShape = {2, 2};
std::vector<int64_t> unpermutedTokensShape = {2, 2};
std::vector<int64_t> outIndexShape = {2};
std::vector<int64_t> permuteTokenIdShape = {2};
std::vector<int64_t> permuteProbsShape = {2};
void* permutedTokensDeviceAddr = nullptr;
void* sortedIndicesDeviceAddr = nullptr;
void* routingMapOptionalDeviceAddr = nullptr;
void* probsDeviceAddr = nullptr;
void* unpermutedTokensDeviceAddr = nullptr;
void* outIndexDeviceAddr = nullptr;
void* permuteTokenIdDeviceAddr = nullptr;
void* permuteProbsDeviceAddr = nullptr;
aclTensor* permutedTokens = nullptr;
aclTensor* sortedIndices = nullptr;
aclTensor* routingMapOptional = nullptr;
aclTensor* probs = nullptr;
aclTensor* unpermutedTokens = nullptr;
aclTensor* outIndex = nullptr;
aclTensor* permuteTokenId = nullptr;
aclTensor* permuteProbs = nullptr;
bool padMode = true;
std::vector<int64_t> restoreShapeOptionalData = {2, 2};
aclIntArray *restoreShapeOptional = aclCreateIntArray(restoreShapeOptionalData.data(), restoreShapeOptionalData.size());
std::vector<float> permutedTokensHostData = {1.0, 1.0, 1.0, 1.0};
std::vector<int> sortedIndicesHostData = {1, 1};
std::vector<char> routingMapOptionalHostData = {1, 1, 1, 1};
std::vector<float> probsHostData = {1, 1, 1, 1};
std::vector<float> unpermutedTokensHostData = {0, 0, 0, 0};
std::vector<int> outIndexHostData = {0, 0};
std::vector<int> permuteTokenIdHostData = {0, 0};
std::vector<float> permuteProbsHostData = {0, 0};
ret = CreateAclTensor(permutedTokensHostData, permutedTokensShape, &permutedTokensDeviceAddr, aclDataType::ACL_FLOAT, &permutedTokens);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(sortedIndicesHostData, sortedIndicesShape, &sortedIndicesDeviceAddr, aclDataType::ACL_INT32, &sortedIndices);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(routingMapOptionalHostData, routingMapOptionalShape, &routingMapOptionalDeviceAddr, aclDataType::ACL_INT8, &routingMapOptional);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(probsHostData, probsShape, &probsDeviceAddr, aclDataType::ACL_FLOAT, &probs);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(unpermutedTokensHostData, unpermutedTokensShape, &unpermutedTokensDeviceAddr, aclDataType::ACL_FLOAT, &unpermutedTokens);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(outIndexHostData, outIndexShape, &outIndexDeviceAddr, aclDataType::ACL_INT32, &outIndex);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(permuteTokenIdHostData, permuteTokenIdShape, &permuteTokenIdDeviceAddr, aclDataType::ACL_INT32, &permuteTokenId);
CHECK_RET(ret == ACL_SUCCESS, return ret);
ret = CreateAclTensor(permuteProbsHostData, permuteProbsShape, &permuteProbsDeviceAddr, aclDataType::ACL_FLOAT, &permuteProbs);
CHECK_RET(ret == ACL_SUCCESS, return ret);
uint64_t workspaceSize = 0;
aclOpExecutor* executor;
ret = aclnnMoeTokenUnpermuteWithRoutingMapGetWorkspaceSize(permutedTokens, sortedIndices, routingMapOptional, probs, padMode, restoreShapeOptional,
unpermutedTokens, outIndex, permuteTokenId, permuteProbs, &workspaceSize, &executor);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclnnMoeTokenUnpermuteWithRoutingMapGetWorkspaceSize 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 = aclnnMoeTokenUnpermuteWithRoutingMap(workspaceAddr, workspaceSize, executor, stream);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclnnMoeTokenUnpermuteWithRoutingMapfailed. 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 unpermutedTokensSize = GetShapeSize(unpermutedTokensShape);
std::vector<float> unpermutedTokensData(unpermutedTokensSize, 0);
ret = aclrtMemcpy(unpermutedTokensData.data(), unpermutedTokensData.size() * sizeof(unpermutedTokensData[0]), unpermutedTokensDeviceAddr, unpermutedTokensSize * sizeof(float),
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 < unpermutedTokensSize; i++) {
LOG_PRINT("unpermutedTokensData[%ld] is: %f\n", i, unpermutedTokensData[i]);
}
aclDestroyTensor(permutedTokens);
aclDestroyTensor(sortedIndices);
aclDestroyTensor(routingMapOptional);
aclDestroyTensor(probs);
aclDestroyTensor(unpermutedTokens);
aclDestroyTensor(outIndex);
aclDestroyTensor(permuteTokenId);
aclDestroyTensor(permuteProbs);
aclrtFree(permutedTokensDeviceAddr);
aclrtFree(sortedIndicesDeviceAddr);
aclrtFree(routingMapOptionalDeviceAddr);
aclrtFree(probsDeviceAddr);
aclrtFree(unpermutedTokensDeviceAddr);
aclrtFree(outIndexDeviceAddr);
aclrtFree(permuteTokenIdDeviceAddr);
aclrtFree(permuteProbsDeviceAddr);
if (workspaceSize > 0) {
aclrtFree(workspaceAddr);
}
aclrtDestroyStream(stream);
aclrtResetDevice(deviceId);
aclFinalize();
return 0;
}