* 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.
*/
#include <algorithm>
#include <set>
#include "log/log.h"
#include "util/math_util.h"
#include "op_host/tiling_util.h"
#include "op_host/tiling_templates_registry.h"
#include "tiling/platform/platform_ascendc.h"
#include "../op_kernel/sigmoid_tiling_data.h"
#include "../op_kernel/sigmoid_tiling_key.h"
namespace optiling {
using namespace Ops::NN::OpTiling;
constexpr int64_t CACHE_LINE_BYTE_LENGTH = 512;
constexpr int64_t MIN_BYTES_PER_CORE = 16 * 1024;
struct SigmoidCompileInfo {};
static const gert::Shape SCALAR_SHAPE = {1};
static const gert::Shape& EnsureNotScalar(const gert::Shape& shape)
{
if (shape.GetDimNum() == 0) {
return SCALAR_SHAPE;
}
return shape;
}
static ge::graphStatus GetPlatformInfo(gert::TilingContext* context, uint64_t& ubSize, int64_t& coreNum)
{
auto* platformInfoPtr = context->GetPlatformInfo();
OP_CHECK_NULL_WITH_CONTEXT(context, platformInfoPtr);
auto ascendcPlatform = platform_ascendc::PlatformAscendC(platformInfoPtr);
coreNum = static_cast<int64_t>(ascendcPlatform.GetCoreNumAiv());
OP_CHECK_IF(coreNum <= 0, OP_LOGE(context, "coreNum is invalid"), return ge::GRAPH_FAILED);
ascendcPlatform.GetCoreMemSize(platform_ascendc::CoreMemType::UB, ubSize);
OP_CHECK_IF(ubSize == 0, OP_LOGE(context, "ubSize is 0"), return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus GetShapeAttrsInfo(gert::TilingContext* context, int64_t& totalLength, ge::DataType& dataType)
{
auto* inputX = context->GetInputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, inputX);
totalLength = EnsureNotScalar(inputX->GetStorageShape()).GetShapeSize();
auto* inputDesc = context->GetInputDesc(0);
OP_CHECK_NULL_WITH_CONTEXT(context, inputDesc);
dataType = inputDesc->GetDataType();
const std::set<ge::DataType> supportedDtype = {ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16};
OP_CHECK_IF(supportedDtype.count(dataType) == 0, OP_LOGE(context, "invalid dtype"), return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus GetWorkspaceSize(gert::TilingContext* context)
{
auto ascendcPlatform = platform_ascendc::PlatformAscendC(context->GetPlatformInfo());
uint32_t sysWorkspaceSize = ascendcPlatform.GetLibApiWorkSpaceSize();
size_t* currentWorkspace = context->GetWorkspaceSizes(1);
OP_CHECK_NULL_WITH_CONTEXT(context, currentWorkspace);
currentWorkspace[0] = sysWorkspaceSize;
return ge::GRAPH_SUCCESS;
}
static void FillDefaultTiling(SigmoidTilingData* tiling, ge::DataType dataType, gert::TilingContext* context)
{
tiling->formerNum = 0;
tiling->formerLength = 0;
tiling->tailLength = 0;
tiling->tileLength = 1;
context->SetBlockDim(1);
uint32_t dTypeX = static_cast<uint32_t>(dataType);
ASCENDC_TPL_SEL_PARAM(context, dTypeX);
}
static void FillNormalTiling(SigmoidTilingData* tiling, int64_t totalLength, uint64_t ubSize, int64_t coreNum,
ge::DataType dataType, gert::TilingContext* context)
{
uint32_t typeLength = 0;
ge::TypeUtils::GetDataTypeLength(dataType, typeLength);
OP_CHECK_IF(typeLength == 0, OP_LOGE(context, "typeLength is 0"), return );
int64_t dtypeSize = static_cast<int64_t>(typeLength);
int64_t totalBytes = totalLength * dtypeSize;
int64_t targetCoreNum = (totalBytes + MIN_BYTES_PER_CORE - 1) / MIN_BYTES_PER_CORE;
targetCoreNum = std::max<int64_t>(1, targetCoreNum);
targetCoreNum = std::min<int64_t>(targetCoreNum, coreNum);
int64_t cacheLineElements = std::max<int64_t>(1, CACHE_LINE_BYTE_LENGTH / dtypeSize);
int64_t totalLengthCore = (totalLength + targetCoreNum - 1) / targetCoreNum;
int64_t totalLengthCoreAlign = ((totalLengthCore + cacheLineElements - 1) / cacheLineElements) * cacheLineElements;
int64_t usedCoreNum = (totalLength + totalLengthCoreAlign - 1) / totalLengthCoreAlign;
usedCoreNum = std::max<int64_t>(1, usedCoreNum);
int64_t formerNum = usedCoreNum - 1;
int64_t formerLength = totalLengthCoreAlign;
int64_t tailLength = totalLength - formerNum * formerLength;
int64_t bufferCoefficient = 12;
int64_t maxTileElements = static_cast<int64_t>(ubSize) / bufferCoefficient;
int64_t alignElements = std::max<int64_t>(1, 32 / dtypeSize);
int64_t tileLength = (maxTileElements / alignElements) * alignElements;
if (tileLength <= 0) {
tileLength = alignElements;
}
tiling->formerNum = formerNum;
tiling->formerLength = formerLength;
tiling->tailLength = tailLength;
tiling->tileLength = tileLength;
context->SetBlockDim(static_cast<uint32_t>(usedCoreNum));
uint32_t dTypeX = static_cast<uint32_t>(dataType);
ASCENDC_TPL_SEL_PARAM(context, dTypeX);
}
static ge::graphStatus SigmoidTilingFunc(gert::TilingContext* context)
{
uint64_t ubSize = 0;
int64_t coreNum = 0;
OP_CHECK_IF(GetPlatformInfo(context, ubSize, coreNum) != ge::GRAPH_SUCCESS,
OP_LOGE(context, "GetPlatformInfo error"), return ge::GRAPH_FAILED);
int64_t totalLength = 0;
ge::DataType dataType;
OP_CHECK_IF(GetShapeAttrsInfo(context, totalLength, dataType) != 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);
auto* tiling = context->GetTilingData<SigmoidTilingData>();
OP_CHECK_NULL_WITH_CONTEXT(context, tiling);
OP_CHECK_IF(memset_s(tiling, sizeof(SigmoidTilingData), 0, sizeof(SigmoidTilingData)) != EOK,
OP_LOGE(context, "set tiling data error"), return ge::GRAPH_FAILED);
if (totalLength <= 0) {
FillDefaultTiling(tiling, dataType, context);
return ge::GRAPH_SUCCESS;
}
FillNormalTiling(tiling, totalLength, ubSize, coreNum, dataType, context);
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus TilingParseForSigmoid([[maybe_unused]] gert::TilingParseContext* context)
{
return ge::GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(Sigmoid).Tiling(SigmoidTilingFunc).TilingParse<SigmoidCompileInfo>(TilingParseForSigmoid);
}