* 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 log_softmax_grad.cpp
* \brief
*/
#if ASC_DEVKIT_MAJOR >= 9
#include "kernel_basic_intf.h"
#include "adv_api/reduce/reduce.h"
#else
#include "kernel_operator.h"
#endif
#include "arch35/log_softmax_grad_ar_small_r.h"
#include "arch35/log_softmax_grad_ar_full_load.h"
#include "arch35/log_softmax_grad_ar_recompute.h"
#include "arch35/log_softmax_grad_ara_full_load.h"
#include "arch35/log_softmax_grad_ara_recompute.h"
using namespace AscendC;
using namespace LogSoftmaxGradOps;
namespace {
#define TILINGKEY_AR_SMALL_R 500
#define TILINGKEY_AR 1000
#define TILINGKEY_AR_RECOMPUTE 2000
#define TILINGKEY_ARA 10000
#define TILINGKEY_ARA_RECOMPUTE 20000
}
#define LOG_SOFTMAX_AR_SMALL_R_IMPL(INPUT_TYPE) \
do { \
GET_TILING_DATA_WITH_STRUCT(SoftmaxGradARSmallRTilingData, tilingDataIn, tiling); \
const SoftmaxGradARSmallRTilingData* __restrict tilingData = &tilingDataIn; \
TPipe pipe; \
LogSoftmaxGradARSmallR<INPUT_TYPE> op(&pipe); \
op.Init(grad, x, y, tilingData); \
op.Process(); \
} while (0)
#define LOG_SOFTMAX_AR_IMPL(INPUT_TYPE) \
do { \
GET_TILING_DATA_WITH_STRUCT(SoftmaxGradARTilingData, tilingDataIn, tiling); \
const SoftmaxGradARTilingData* __restrict tilingData = &tilingDataIn; \
TPipe pipe; \
LogSoftmaxGradAR<INPUT_TYPE> op(&pipe); \
op.Init(grad, x, y, tilingData); \
op.Process(); \
} while (0)
#define LOG_SOFTMAX_AR_RECOMPUTE_IMPL(INPUT_TYPE) \
do { \
GET_TILING_DATA_WITH_STRUCT(SoftmaxGradARRecomputeTilingData, tilingDataIn, tiling); \
const SoftmaxGradARRecomputeTilingData* __restrict tilingData = &tilingDataIn; \
TPipe pipe; \
LogSoftmaxGradArRecompute<INPUT_TYPE> op(&pipe); \
op.Init(grad, x, y, tilingData); \
op.Process(); \
} while (0)
#define LOG_SOFTMAX_ARA_IMPL(INPUT_TYPE) \
do { \
GET_TILING_DATA_WITH_STRUCT(SoftmaxGradARATilingData, tiling_data_in, tiling); \
const SoftmaxGradARATilingData* __restrict tilingData = &tiling_data_in; \
TPipe pipe; \
LogSoftmaxGradARA<INPUT_TYPE> op(tilingData); \
op.Init(grad, x, y, &pipe); \
op.Process(); \
} while (0)
#define LOG_SOFTMAX_ARA_RECOMPUTE_IMPL(INPUT_TYPE) \
do { \
GET_TILING_DATA_WITH_STRUCT(SoftmaxGradARARecomputeTilingData, tiling_data_in, tiling); \
const SoftmaxGradARARecomputeTilingData* __restrict tilingData = &tiling_data_in; \
TPipe pipe; \
LogSoftmaxGradARARecompute<INPUT_TYPE> op(tilingData); \
op.Init(grad, x, y, &pipe); \
op.Process(); \
} while (0)
extern "C" __global__ __aicore__ void log_softmax_grad(GM_ADDR grad, GM_ADDR x, GM_ADDR y, GM_ADDR workspace,
GM_ADDR tiling)
{
if (g_coreType == AIC) {
return;
}
KERNEL_TASK_TYPE_DEFAULT(KERNEL_TYPE_AIV_ONLY);
if (TILING_KEY_IS(TILINGKEY_AR_SMALL_R)) {
LOG_SOFTMAX_AR_SMALL_R_IMPL(DTYPE_GRAD);
} else if (TILING_KEY_IS(TILINGKEY_AR)) {
LOG_SOFTMAX_AR_IMPL(DTYPE_GRAD);
} else if (TILING_KEY_IS(TILINGKEY_AR_RECOMPUTE)) {
LOG_SOFTMAX_AR_RECOMPUTE_IMPL(DTYPE_GRAD);
} else if (TILING_KEY_IS(TILINGKEY_ARA)) {
LOG_SOFTMAX_ARA_IMPL(DTYPE_GRAD);
} else if (TILING_KEY_IS(TILINGKEY_ARA_RECOMPUTE)) {
LOG_SOFTMAX_ARA_RECOMPUTE_IMPL(DTYPE_GRAD);
}
}