* Copyright (c) Huawei Technologies Co., Ltd. 2024. All rights reserved.
*/
#ifndef _DYNAMIC_SCATTER_GRAD_SUM_H_
#define _DYNAMIC_SCATTER_GRAD_SUM_H_
#include "dynamic_scatter_grad_base.h"
namespace DynamicScatterGrad {
using namespace AscendC;
template<typename T>
class DynamicScatterGradSum : public DynamicScatterGradBase<T> {
public:
__aicore__ inline DynamicScatterGradSum() {}
__aicore__ inline void Init(GM_ADDR grad_voxel_feats, GM_ADDR prefix_sum_point_per_voxel, GM_ADDR argsort_coor,
GM_ADDR grad_point_feats, DynamicScatterGradTilingData* tilingData, TPipe* in_pipe)
{
this->BaseInit(
grad_voxel_feats, prefix_sum_point_per_voxel, argsort_coor, grad_point_feats, tilingData, in_pipe);
}
__aicore__ inline void Process()
{
Compute();
this->ReleaseEvent();
}
private:
__aicore__ inline void Compute()
{
LocalTensor<T> voxelGradLocal = this->voxelGradBuf.template Get<T>();
LocalTensor<int32_t> prefixSumLocal = this->prefixSumBuf.template Get<int32_t>();
LocalTensor<int32_t> argsortCoorLocal = this->argsortCoorBuf.template Get<int32_t>();
for (uint32_t voxel_idx = 0; voxel_idx < this->voxelNum; voxel_idx++) {
DataCopy(voxelGradLocal, this->voxelGradGm[voxel_idx * this->featDim], this->copyFeatParams);
this->GetPointNum(voxel_idx, prefixSumLocal);
uint32_t aligned_point_num = AlignUp(this->pointNum, this->alignedNum);
this->copyArgsortCoorParams.blockLen = aligned_point_num / this->alignedNum;
SetFlag<HardEvent::S_MTE2>(this->eventIdSToMTE2);
WaitFlag<HardEvent::S_MTE2>(this->eventIdSToMTE2);
DataCopy(argsortCoorLocal, this->argsortCoorGm[this->startPoint], this->copyArgsortCoorParams);
SetFlag<HardEvent::MTE2_S>(this->eventIdMte2ToS);
WaitFlag<HardEvent::MTE2_S>(this->eventIdMte2ToS);
for (uint32_t idx = 0; idx < this->pointNum; idx++) {
this->point_idx = argsortCoorLocal.GetValue(idx);
this->CopyPointGradOut(voxelGradLocal);
}
SetFlag<HardEvent::MTE3_MTE2>(this->eventIdMTE3ToMTE2);
WaitFlag<HardEvent::MTE3_MTE2>(this->eventIdMTE3ToMTE2);
}
}
};
}
#endif