52
csrc/attention/compressor/op_kernel/arch32/soft_max.h
Normal file
52
csrc/attention/compressor/op_kernel/arch32/soft_max.h
Normal file
@@ -0,0 +1,52 @@
|
||||
/**
|
||||
* Copyright (c) 2026 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 soft_max.h
|
||||
* \brief
|
||||
*/
|
||||
|
||||
#ifndef SOFT_MAX_H
|
||||
#define SOFT_MAX_H
|
||||
|
||||
#include "compressor_comm.h"
|
||||
#include "compressor_vector_comm.h"
|
||||
|
||||
namespace Compressor {
|
||||
/**
|
||||
* @brief ColumnSoftMax 对矩阵按列进行SoftMax
|
||||
* @param dstLocal 输出tensor [row, col],支持和srcLocal是同一块空间
|
||||
* @param srcLocal 输入tensor [row, col]
|
||||
* @param shareTmpUb 临时buffer 内部需要的空间为 [floor(row / 2) * col * sizeof(float)]
|
||||
* @param row 行数
|
||||
* @param col 列数
|
||||
*/
|
||||
__aicore__ inline void ColumnSoftMax(const LocalTensor<float> &dstLocal, const LocalTensor<float> &srcLocal,
|
||||
const LocalTensor<float> &shareTmpUb, uint32_t row, uint32_t col)
|
||||
{
|
||||
uint32_t dtypeMask = FP32_REPEAT_ELEMENT_NUM;
|
||||
uint32_t dLoop = col / dtypeMask;
|
||||
uint32_t dRemain = col % dtypeMask;
|
||||
uint8_t repeatStride = col / FP32_BLOCK_ELEMENT_NUM;
|
||||
ColumnMax(shareTmpUb, srcLocal, shareTmpUb, row, col);
|
||||
PipeBarrier<PIPE_V>();
|
||||
MatSubVec(dstLocal, srcLocal, shareTmpUb, {row, col, dtypeMask, dLoop, dRemain, repeatStride});
|
||||
PipeBarrier<PIPE_V>();
|
||||
Exp(dstLocal, dstLocal, row * col);
|
||||
PipeBarrier<PIPE_V>();
|
||||
ColumnSum(shareTmpUb, dstLocal, shareTmpUb, row, col);
|
||||
PipeBarrier<PIPE_V>();
|
||||
MatDivVec(dstLocal, dstLocal, shareTmpUb, {row, col, dtypeMask, dLoop, dRemain, repeatStride});
|
||||
}
|
||||
|
||||
} // namespace Compressor
|
||||
|
||||
#endif
|
||||
Reference in New Issue
Block a user