* 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 <vector>
#include <cstdint>
#include <cmath>
#include <random>
#include <iostream>
#include <algorithm>
#include "acl/acl.h"
#include "example_common.h"
#include "reduce/host/reduce_host.h"
#include "reduce/kernel/reduce_kernel.h"
#include "relu_with_reduce_sum.h"
namespace {
using ReduceOpTraits = ATVC::OpTraits<ATVC::OpInputs<float>, ATVC::OpOutputs<float>, ATVC::OpTemps<float>>;
template <class OpTraits>
void ReduceOpAdapter(
uint8_t *x, uint8_t *y, ATVC::ReduceParam param, ATVC::ReducePolicy &policy, aclrtStream &stream)
{
uint8_t *workspaceDevice;
CHECK_ACL(aclrtMalloc((void **)&workspaceDevice, param.workspaceSize, ACL_MEM_MALLOC_HUGE_FIRST));
param.workspaceAddr = reinterpret_cast<uint64_t>(workspaceDevice);
if (policy == ATVC::REDUCE_POLICY0) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY0><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY1) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY1><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY2) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY2><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY3) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY3><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY4) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY4><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY5) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY5><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY6) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY6><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY7) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY7><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY8) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY8><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY9) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY9><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY10) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY10><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY11) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY11><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY12) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY12><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY13) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY13><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY14) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY14><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY15) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY15><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY16) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY16><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY17) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY17><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY18) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY18><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY19) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY19><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY20) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY20><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY21) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY21><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
} else if (policy == ATVC::REDUCE_POLICY22) {
ReluWithReduceSum<OpTraits, ATVC::REDUCE_POLICY22><<<param.tilingData.coreNum, nullptr, stream>>>(x, y, param);
}
CHECK_ACL(aclrtSynchronizeStream(stream));
CHECK_ACL(aclrtFree(workspaceDevice));
}
void initData(std::vector<float> &x, std::vector<float> &golden, int eleNum, int outEleNum)
{
for (int i = 0; i < eleNum; ++i) {
if (i % 2 == 0) {
x[i] = 2;
} else {
x[i] = -2;
}
}
for (int i = 0; i < outEleNum; ++i) {
if (i % 2 == 0) {
golden[i] = 24;
} else {
golden[i] = 0;
}
}
}
void CleanUp(uint8_t *&xDevice, uint8_t *&yDevice, uint8_t *&yHost)
{
CHECK_ACL(aclrtFree(xDevice));
CHECK_ACL(aclrtFree(yDevice));
CHECK_ACL(aclrtFreeHost(yHost));
}
}
int32_t main(int32_t argc, char *argv[])
{
if (!ATVC::Host::DebugCheck<ReduceOpTraits, ATVC::TemplateType::REDUCE>()) {
printf("[ERROR]: Reduce OpTraits check failed.\n");
return -1;
}
int32_t eleNum = 8 * 1024;
int32_t outEleNum = 1 * 1024;
std::vector<int64_t> shapeIn{8, 1024};
std::vector<int64_t> shapeOut{1, 1024};
size_t inputByteSize = static_cast<size_t>(eleNum) * sizeof(float);
size_t outputByteSize = static_cast<size_t>(outEleNum) * sizeof(float);
std::vector<int64_t> dim{0};
std::vector<float> x(eleNum);
std::vector<float> golden(outEleNum);
initData(x, golden, eleNum,outEleNum);
aclrtContext context;
int32_t deviceId = 0;
aclrtStream stream = nullptr;
InitializeACL(context,stream,deviceId);
uint8_t *yHost;
uint8_t *xDevice;
uint8_t *yDevice;
CHECK_ACL(aclrtMallocHost((void **)(&yHost), outputByteSize));
CHECK_ACL(aclrtMalloc((void **)&xDevice, inputByteSize, ACL_MEM_MALLOC_HUGE_FIRST));
CHECK_ACL(aclrtMalloc((void **)&yDevice, outputByteSize, ACL_MEM_MALLOC_HUGE_FIRST));
CHECK_ACL(aclrtMemcpy(xDevice, inputByteSize, x.data(), inputByteSize, ACL_MEMCPY_HOST_TO_DEVICE));
ATVC::ReduceParam param;
ATVC::ReducePolicy policy = {-1, -1, -1};
if (!ATVC::Host::CalcReduceTiling<ReduceOpTraits>(shapeIn, dim, &policy, ¶m)) {
printf("Reduce tiling error.\n");
return -1;
};
ReduceOpAdapter<ReduceOpTraits>(xDevice, yDevice, param, policy, stream);
#if ATVC_DEBUG_MODE == 2
for (int32_t i = 0; i < 19; i++) {
ReduceOpAdapter<ReduceOpTraits>(xDevice, yDevice, param, policy, stream);
}
#endif
CHECK_ACL(aclrtMemcpy(yHost, outputByteSize, yDevice, outputByteSize, ACL_MEMCPY_DEVICE_TO_HOST));
std::vector<float> y(reinterpret_cast<float *>(yHost), reinterpret_cast<float *>(yHost) + outEleNum);
CleanUp(xDevice, yDevice, yHost);
CleanACL(stream, context, deviceId);
if (!VerifyResults(golden, y)) {
return -1;
}
printf("Accuracy verification passed.\n");
return 0;
}