* 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 bincount_determine.h
* \brief bincount determine realiztion
*/
#ifndef BINCOUNT_DETERMINE_H
#define BINCOUNT_DETERMINE_H
#include "bincount_tiling_data.h"
namespace BincountSimt {
using namespace AscendC;
template <typename WEIGHT_TYPE>
__simt_vf__ __aicore__ LAUNCH_BOUND(THREAD_NUM) inline void DetermineSimtCompute(
__gm__ int32_t* arrayGmAddr, __gm__ WEIGHT_TYPE* binsGmAddr, const int64_t binsHeadIndex,
const int64_t binsDataLength, const int64_t arraySize)
{
for (int64_t index = static_cast<int64_t>(Simt::GetThreadIdx()); index < binsDataLength;
index += static_cast<int64_t>(Simt::GetThreadNum<0>())) {
binsGmAddr[binsHeadIndex + index] = static_cast<WEIGHT_TYPE>(0);
for (int64_t arrayIndex = 0; arrayIndex < arraySize; arrayIndex++) {
int64_t arrayValue = static_cast<int64_t>(arrayGmAddr[arrayIndex]);
if (arrayValue == binsHeadIndex + index) {
binsGmAddr[arrayValue] += static_cast<WEIGHT_TYPE>(WEIGHT_ONE);
}
}
}
}
template <typename WEIGHT_TYPE>
__simt_vf__ __aicore__ LAUNCH_BOUND(THREAD_NUM) inline void DetermineSimtComputeWithWeight(
__gm__ int32_t* arrayGmAddr, __gm__ WEIGHT_TYPE* weightsGmAddr, __gm__ WEIGHT_TYPE* binsGmAddr,
const int64_t binsHeadIndex, const int64_t binsDataLength, const int64_t arraySize)
{
for (int64_t index = static_cast<int64_t>(Simt::GetThreadIdx()); index < binsDataLength;
index += static_cast<int64_t>(Simt::GetThreadNum<0>())) {
binsGmAddr[binsHeadIndex + index] = static_cast<WEIGHT_TYPE>(0);
for (int64_t arrayIndex = 0; arrayIndex < arraySize; arrayIndex++) {
int64_t arrayValue = static_cast<int64_t>(arrayGmAddr[arrayIndex]);
if (arrayValue == binsHeadIndex + index) {
binsGmAddr[arrayValue] += weightsGmAddr[arrayIndex];
}
}
}
}
template <typename WEIGHT_TYPE>
class BincountDetermine : public BincountSimtBase<WEIGHT_TYPE> {
public:
__aicore__ inline BincountDetermine(){};
__aicore__ inline void Init(
GM_ADDR array, GM_ADDR size, GM_ADDR weights, GM_ADDR bins, const BincountTilingData* __restrict tilingData,
TPipe* tPipe, bool isWeightEmpty);
__aicore__ inline void Process();
private:
__aicore__ inline void Compute();
private:
int64_t binsFormerLength_ = 0;
int64_t needBinsCoreNum_ = 0;
int64_t binsTailLength_ = 0;
int64_t arraySize_ = 0;
};
template <typename WEIGHT_TYPE>
__aicore__ inline void BincountDetermine<WEIGHT_TYPE>::Init(
GM_ADDR array, GM_ADDR size, GM_ADDR weights, GM_ADDR bins, const BincountTilingData* __restrict tilingData,
TPipe* tPipe, bool isWeightEmpty)
{
this->BaseInit(array, size, weights, bins, tilingData, tPipe, isWeightEmpty);
binsFormerLength_ = tilingData->binsFormerLength;
needBinsCoreNum_ = tilingData->needBinsCoreNum;
binsTailLength_ = tilingData->binsTailLength;
arraySize_ = tilingData->arraySize;
}
template <typename WEIGHT_TYPE>
__aicore__ inline void BincountDetermine<WEIGHT_TYPE>::Process()
{
if (this->blockIdx_ >= GetBlockNum()) {
return;
}
if (this->blockIdx_ < needBinsCoreNum_) {
Compute();
}
}
template <typename WEIGHT_TYPE>
__aicore__ inline void BincountDetermine<WEIGHT_TYPE>::Compute()
{
__gm__ int32_t* arrayGmAddr = (__gm__ int32_t*)this->arrayGm_.GetPhyAddr();
__gm__ WEIGHT_TYPE* binsGmAddr = (__gm__ WEIGHT_TYPE*)this->binsGm_.GetPhyAddr();
int64_t binsHeadIndex = this->blockIdx_ * binsFormerLength_;
int64_t binsDataLength = (this->blockIdx_ == needBinsCoreNum_ - 1) ? binsTailLength_ : binsFormerLength_;
if (this->isWeightEmpty_) {
Simt::VF_CALL<DetermineSimtCompute<WEIGHT_TYPE>>(
Simt::Dim3{THREAD_NUM}, arrayGmAddr, binsGmAddr, binsHeadIndex, binsDataLength, arraySize_);
} else {
__gm__ WEIGHT_TYPE* weightsGmAddr = (__gm__ WEIGHT_TYPE*)this->weightsGm_.GetPhyAddr();
Simt::VF_CALL<DetermineSimtComputeWithWeight<WEIGHT_TYPE>>(
Simt::Dim3{THREAD_NUM}, arrayGmAddr, weightsGmAddr, binsGmAddr, binsHeadIndex, binsDataLength, arraySize_);
}
}
}
#endif