* 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 pow_tiling.cpp
* \brief
*/
#include "log/log.h"
#include "util/math_util.h"
#include "tiling/platform/platform_ascendc.h"
#include "register/op_impl_registry.h"
#include <graph/utils/type_utils.h>
#include "../op_kernel/pow_tiling_data.h"
#include "../op_kernel/pow_tiling_key.h"
namespace optiling {
const uint32_t BLOCK_SIZE = 256;
const uint32_t BUFFER_NUM = 2;
const uint32_t WS_SYS_SIZE = 0;
const uint64_t UB_DATA_NUMBER_32 = 6;
const uint64_t UB_DATA_NUMBER_16 = 12;
const uint64_t UB_DATA_NUMBER_8 = 25;
struct PowCompileInfo {};
struct PowShapeInfo {
uint64_t inputNum{0};
uint64_t inputBytes{0};
uint64_t tileBlockNum{0};
uint64_t tileDataNum{0};
uint64_t inputLengthAlign32{0};
uint64_t smallCoreDataNum{0};
uint64_t bigCoreDataNum{0};
uint64_t smallTailDataNum{0};
uint64_t bigTailDataNum{0};
uint64_t finalSmallTileNum{0};
uint64_t finalBigTileNum{0};
uint64_t tailBlockNum{0};
};
static ge::graphStatus TilingParseForPow([[maybe_unused]] gert::TilingParseContext* context)
{
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus GetPlatformInfo(gert::TilingContext* context, uint64_t& ubSize, int64_t& coreNum)
{
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.GetCoreNum();
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);
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, PowShapeInfo& info)
{
OP_CHECK_IF(
context == nullptr || context->GetInputShape(0) == nullptr, OP_LOGE(context, "context is nullptr"),
return ge::GRAPH_FAILED);
info.inputNum = context->GetInputShape(0)->GetStorageShape().GetShapeSize();
if (info.inputNum == 0)
{
return ge::GRAPH_FAILED;
}
uint32_t typeLength = 0;
ge::TypeUtils::GetDataTypeLength(context->GetInputDesc(0)->GetDataType(), typeLength);
uint64_t inputLength = info.inputNum * typeLength;
info.inputBytes = inputLength / info.inputNum;
if (info.inputBytes == 0)
{
return ge::GRAPH_FAILED;
}
auto dataType = context->GetInputDesc(0)->GetDataType();
uint64_t ubDataNumber = UB_DATA_NUMBER_32;
switch (dataType)
{
case ge::DT_FLOAT:
case ge::DT_INT32:
ubDataNumber = UB_DATA_NUMBER_32;
break;
case ge::DT_FLOAT16:
case ge::DT_INT16:
case ge::DT_BF16:
ubDataNumber = UB_DATA_NUMBER_16;
break;
case ge::DT_UINT8:
case ge::DT_INT8:
ubDataNumber = UB_DATA_NUMBER_8;
break;
default:
break;
}
info.tileBlockNum = (ubSize / BUFFER_NUM / BLOCK_SIZE) / ubDataNumber;
info.tileDataNum = (info.tileBlockNum * BLOCK_SIZE) / info.inputBytes;
info.inputLengthAlign32 = (((inputLength + BLOCK_SIZE - 1) / BLOCK_SIZE) * BLOCK_SIZE);
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus CalculateCoreBlockNums(int64_t coreNum, PowShapeInfo& info)
{
if(0 == BLOCK_SIZE || 0 == coreNum || 0 == info.tileBlockNum || 0 == info.inputBytes)
{
return ge::GRAPH_FAILED;
}
uint64_t everyCoreInputBlockNum = info.inputLengthAlign32 / BLOCK_SIZE / coreNum;
info.tailBlockNum = (info.inputLengthAlign32 / BLOCK_SIZE) % coreNum;
info.smallCoreDataNum = everyCoreInputBlockNum * BLOCK_SIZE / info.inputBytes;
uint64_t smallTileNum = everyCoreInputBlockNum / info.tileBlockNum;
info.finalSmallTileNum = (everyCoreInputBlockNum % info.tileBlockNum) == 0 ? smallTileNum : smallTileNum + 1;
info.smallTailDataNum = info.smallCoreDataNum - (info.tileDataNum * smallTileNum);
info.smallTailDataNum = info.smallTailDataNum == 0 ? info.tileDataNum : info.smallTailDataNum;
everyCoreInputBlockNum += 1;
info.bigCoreDataNum = everyCoreInputBlockNum * BLOCK_SIZE / info.inputBytes;
uint64_t bigTileNum = everyCoreInputBlockNum / info.tileBlockNum;
info.finalBigTileNum = (everyCoreInputBlockNum % info.tileBlockNum) == 0 ? bigTileNum : bigTileNum + 1;
info.bigTailDataNum = info.bigCoreDataNum - info.tileDataNum * bigTileNum;
info.bigTailDataNum = info.bigTailDataNum == 0 ? info.tileDataNum : info.bigTailDataNum;
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus PowTilingFunc(gert::TilingContext* context)
{
PowTilingData* tiling = context->GetTilingData<PowTilingData>();
OP_CHECK_NULL_WITH_CONTEXT(context, tiling);
OP_CHECK_IF(
memset_s(tiling, sizeof(PowTilingData), 0, sizeof(PowTilingData)) != EOK,
OP_LOGE(context, "set tiling data error"), return ge::GRAPH_FAILED);
uint64_t ubSize;
int64_t coreNum;
ge::graphStatus ret = GetPlatformInfo(context, ubSize, coreNum);
OP_CHECK_IF(ret != ge::GRAPH_SUCCESS, OP_LOGE(context, "GetPlatformInfo error"), return ge::GRAPH_FAILED);
PowShapeInfo shapeInfo;
ret = GetShapeAttrsInfo(context, ubSize, shapeInfo);
OP_CHECK_IF(ret != ge::GRAPH_SUCCESS, OP_LOGE(context, "GetShapeAttrsInfo error"), return ge::GRAPH_FAILED);
if (shapeInfo.tileDataNum >= shapeInfo.inputNum)
{
coreNum = 1;
}
else
{
coreNum = (static_cast<uint64_t>(coreNum) < shapeInfo.inputLengthAlign32 / BLOCK_SIZE) ? coreNum : shapeInfo.inputLengthAlign32 / BLOCK_SIZE;
}
ret = CalculateCoreBlockNums(coreNum, shapeInfo);
if (ret != ge::GRAPH_SUCCESS)
{
return ret;
}
tiling->smallCoreDataNum = (uint32_t)shapeInfo.smallCoreDataNum;
tiling->bigCoreDataNum = (uint32_t)shapeInfo.bigCoreDataNum;
tiling->tileDataNum = (uint32_t)shapeInfo.tileDataNum;
tiling->smallTailDataNum = (uint32_t)shapeInfo.smallTailDataNum;
tiling->bigTailDataNum = (uint32_t)shapeInfo.bigTailDataNum;
tiling->finalSmallTileNum = (uint32_t)shapeInfo.finalSmallTileNum;
tiling->finalBigTileNum = (uint32_t)shapeInfo.finalBigTileNum;
tiling->tailBlockNum = (uint32_t)shapeInfo.tailBlockNum;
OP_CHECK_IF(GetWorkspaceSize(context) != ge::GRAPH_SUCCESS, OP_LOGE(context, "GetWorkspaceSize error"), return ge::GRAPH_FAILED);
context->SetBlockDim(coreNum);
uint32_t tilingKey = 0;
if (context->GetInputDesc(0)->GetDataType() == ge::DT_FLOAT)
{
tilingKey = GET_TPL_TILING_KEY(ELEMENTWISE_TPL_SCH_MODE_0);
}
else
{
tilingKey = GET_TPL_TILING_KEY(ELEMENTWISE_TPL_SCH_MODE_1);
}
context->SetTilingKey(tilingKey);
return ge::GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(Pow).Tiling(PowTilingFunc).TilingParse<PowCompileInfo>(TilingParseForPow);
}