* 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 softplus_tiling.cpp
* \brief
*/
#include "log/log.h"
#include "util/math_util.h"
#include "util/platform_util.h"
#include "op_host/tiling_util.h"
#include "op_host/tiling_templates_registry.h"
#include "tiling/platform/platform_ascendc.h"
#include "register/op_impl_registry.h"
#include "../op_kernel/softplus_tiling_data.h"
#include "../op_kernel/softplus_tiling_key.h"
namespace optiling {
using namespace Ops::NN::OpTiling;
#define UB_NUM_BF16_F16_ONE 8U
#define UB_NUM_F32_ONE 3U
#define UB_NUM_BF16_F16_TWO 10U
#define UB_NUM_F32_TWO 5U
constexpr uint32_t BUFFER_NUM = 2;
constexpr uint32_t WS_SYS_SIZE = 0;
struct SoftplusCompileInfo {};
static ge::graphStatus TilingParseForSoftplus([[maybe_unused]] gert::TilingParseContext* context)
{
OP_CHECK_IF(context == nullptr, OP_LOGE(context, "context is nullptr"), return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus GetPlatformInfo(gert::TilingContext* context, uint64_t& ubSize, int64_t& coreNum,
uint64_t& BLOCK_SIZE)
{
OP_CHECK_IF(context == nullptr, OP_LOGE(context, "context is nullptr"), return ge::GRAPH_FAILED);
auto ascendcPlatform = platform_ascendc::PlatformAscendC(context->GetPlatformInfo());
ascendcPlatform.GetCoreMemSize(platform_ascendc::CoreMemType::UB, ubSize);
coreNum = ascendcPlatform.GetCoreNumAiv();
BLOCK_SIZE = Ops::Base::GetUbBlockSize(context);
OP_CHECK_IF(coreNum == 0, OP_LOGE(context, "coreNum is 0"), return ge::GRAPH_FAILED);
OP_CHECK_IF(ubSize == 0, OP_LOGE(context, "ubSize is 0"), return ge::GRAPH_FAILED);
OP_CHECK_IF(BLOCK_SIZE == 0, OP_LOGE(context, "BLOCK_SIZE is 0"), return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus GetWorkspaceSize(gert::TilingContext* context)
{
OP_CHECK_IF(context == nullptr, OP_LOGE(context, "context is nullptr"), return ge::GRAPH_FAILED);
size_t usrSize = 0;
auto ascendcPlatform = platform_ascendc::PlatformAscendC(context->GetPlatformInfo());
uint32_t sysWorkspaceSize = ascendcPlatform.GetLibApiWorkSpaceSize();
size_t* currentWorkspace = context->GetWorkspaceSizes(
1);
currentWorkspace[0] = usrSize + sysWorkspaceSize;
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus GetShapeAttrsInfo(gert::TilingContext* context, uint64_t ubSize, uint64_t coreNum,
uint64_t BLOCK_SIZE, uint64_t& bufferOpen, uint64_t& inputNum,
uint64_t& inputBytes, uint64_t& tileBlockNum, uint64_t& tileDataNum,
uint64_t& inputLengthAlgin)
{
OP_CHECK_IF(context == nullptr || context->GetInputShape(0) == nullptr, OP_LOGE(context, "context is nullptr"),
return ge::GRAPH_FAILED);
inputNum = context->GetInputShape(0)->GetStorageShape().GetShapeSize();
uint32_t typeLength = 0;
ge::TypeUtils::GetDataTypeLength(context->GetInputDesc(0)->GetDataType(), typeLength);
uint64_t inputLength = inputNum * typeLength;
if (inputNum == 0 || BLOCK_SIZE == 0 || UB_NUM_F32_ONE == 0 || UB_NUM_BF16_F16_ONE == 0) {
OP_LOGE(context, "inputNum or BLOCK_SIZE or UB_NUM_F32_ONE or UB_NUM_BF16_F16_ONE is 0");
return ge::GRAPH_FAILED;
}
inputBytes = inputLength / inputNum;
inputLengthAlgin = (((inputLength + BLOCK_SIZE - 1) / BLOCK_SIZE) * BLOCK_SIZE);
uint64_t ubDataNumber;
bufferOpen = 1;
if (context->GetInputDesc(0)->GetDataType() == ge::DT_FLOAT &&
(inputLengthAlgin < coreNum * (((ubSize / BLOCK_SIZE) * BLOCK_SIZE) / UB_NUM_F32_ONE))) {
bufferOpen = 0;
ubDataNumber = UB_NUM_F32_ONE;
} else {
ubDataNumber = UB_NUM_F32_TWO;
}
if (context->GetInputDesc(0)->GetDataType() != ge::DT_FLOAT &&
(inputLengthAlgin < coreNum * (((ubSize / BLOCK_SIZE) * BLOCK_SIZE) / UB_NUM_BF16_F16_ONE))) {
bufferOpen = 0;
ubDataNumber = UB_NUM_BF16_F16_ONE;
} else {
ubDataNumber = UB_NUM_BF16_F16_TWO;
}
if (ubDataNumber == 0) {
OP_LOGE(context, "ubDataNumber is 0");
return ge::GRAPH_FAILED;
}
tileBlockNum = (ubSize / BLOCK_SIZE) / ubDataNumber;
if (inputBytes == 0) {
OP_LOGE(context, "inputBytes is 0");
return ge::GRAPH_FAILED;
}
tileDataNum = (tileBlockNum * BLOCK_SIZE) / inputBytes;
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus CalculateCoreBlockNums(gert::TilingContext* context, uint64_t inputLengthAlgin, int64_t coreNum,
uint64_t BLOCK_SIZE, uint64_t tileBlockNum, uint64_t inputBytes,
uint64_t tileDataNum, uint64_t& smallCoreDataNum,
uint64_t& bigCoreDataNum, uint64_t& smallTailDataNum,
uint64_t& bigTailDataNum, uint64_t& finalSmallTileNum,
uint64_t& finalBigTileNum, uint64_t& tailBlockNum)
{
if (0 == BLOCK_SIZE || 0 == coreNum || 0 == tileBlockNum || 0 == inputBytes) {
OP_LOGE(context, "BLOCK_SIZE or coreNum or tileBlockNum or inputBytes is 0");
return ge::GRAPH_FAILED;
}
uint64_t everyCoreInputBlockNum = inputLengthAlgin / BLOCK_SIZE / coreNum;
tailBlockNum = (inputLengthAlgin / BLOCK_SIZE) % coreNum;
smallCoreDataNum = everyCoreInputBlockNum * BLOCK_SIZE / inputBytes;
uint64_t smallTileNum = everyCoreInputBlockNum / tileBlockNum;
finalSmallTileNum = (everyCoreInputBlockNum % tileBlockNum) == 0 ? smallTileNum : smallTileNum + 1;
smallTailDataNum = smallCoreDataNum - (tileDataNum * smallTileNum);
smallTailDataNum = smallTailDataNum == 0 ? tileDataNum : smallTailDataNum;
everyCoreInputBlockNum += 1;
bigCoreDataNum = everyCoreInputBlockNum * BLOCK_SIZE / inputBytes;
uint64_t bigTileNum = everyCoreInputBlockNum / tileBlockNum;
finalBigTileNum = (everyCoreInputBlockNum % tileBlockNum) == 0 ? bigTileNum : bigTileNum + 1;
bigTailDataNum = bigCoreDataNum - tileDataNum * bigTileNum;
bigTailDataNum = bigTailDataNum == 0 ? tileDataNum : bigTailDataNum;
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus SoftplusTilingFunc(gert::TilingContext* context)
{
uint64_t ubSize;
int64_t coreNum;
uint64_t bufferOpen;
uint64_t BLOCK_SIZE;
ge::graphStatus ret = GetPlatformInfo(context, ubSize, coreNum, BLOCK_SIZE);
OP_CHECK_IF(ret != ge::GRAPH_SUCCESS, OP_LOGE(context, "GetPlatformInfo error"), return ge::GRAPH_FAILED);
uint64_t inputNum, inputBytes, tileBlockNum, tileDataNum, inputLengthAlgin;
ret = GetShapeAttrsInfo(context, ubSize, coreNum, BLOCK_SIZE, bufferOpen, inputNum, inputBytes, tileBlockNum,
tileDataNum, inputLengthAlgin);
OP_CHECK_IF(ret != ge::GRAPH_SUCCESS, OP_LOGE(context, "GetShapeAttrsInfo error"), return ge::GRAPH_FAILED);
OP_CHECK_IF(GetWorkspaceSize(context) != ge::GRAPH_SUCCESS, OP_LOGE(context, "GetWorkspaceSize error"),
return ge::GRAPH_FAILED);
SoftplusTilingData* tiling = context->GetTilingData<SoftplusTilingData>();
OP_CHECK_NULL_WITH_CONTEXT(context, tiling);
OP_CHECK_IF(memset_s(tiling, sizeof(SoftplusTilingData), 0, sizeof(SoftplusTilingData)) != EOK,
OP_LOGE(context, "set tiling data error"), return ge::GRAPH_FAILED);
if (tileDataNum >= inputNum) {
coreNum = 1;
} else {
coreNum = (static_cast<uint64_t>(coreNum) < inputLengthAlgin / BLOCK_SIZE) ? coreNum :
inputLengthAlgin / BLOCK_SIZE;
}
uint64_t smallCoreDataNum, bigCoreDataNum, smallTailDataNum, bigTailDataNum, finalSmallTileNum, finalBigTileNum,
tailBlockNum;
ret = CalculateCoreBlockNums(context, inputLengthAlgin, coreNum, BLOCK_SIZE, tileBlockNum, inputBytes, tileDataNum,
smallCoreDataNum, bigCoreDataNum, smallTailDataNum, bigTailDataNum, finalSmallTileNum,
finalBigTileNum, tailBlockNum);
OP_CHECK_IF(ret != ge::GRAPH_SUCCESS, OP_LOGE(context, "CalculateCoreBlockNums error"), return ge::GRAPH_FAILED);
tiling->smallCoreDataNum = static_cast<uint64_t>(smallCoreDataNum);
tiling->bigCoreDataNum = static_cast<uint64_t>(bigCoreDataNum);
tiling->tileDataNum = static_cast<uint64_t>(tileDataNum);
tiling->smallTailDataNum = static_cast<uint64_t>(smallTailDataNum);
tiling->bigTailDataNum = static_cast<uint64_t>(bigTailDataNum);
tiling->finalSmallTileNum = static_cast<uint64_t>(finalSmallTileNum);
tiling->finalBigTileNum = static_cast<uint64_t>(finalBigTileNum);
tiling->tailBlockNum = static_cast<uint64_t>(tailBlockNum);
tiling->bufferOpen = static_cast<uint64_t>(bufferOpen);
context->SetBlockDim(coreNum);
uint64_t tilingKey = 0;
tilingKey = GET_TPL_TILING_KEY(ELEMENTWISE_TPL_SCH_MODE_0);
context->SetTilingKey(tilingKey);
return ge::GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(Softplus).Tiling(SoftplusTilingFunc).TilingParse<SoftplusCompileInfo>(TilingParseForSoftplus);
}