* 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 real_div_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/real_div_tiling_data.h"
#include "../op_kernel/real_div_tiling_key.h"
namespace optiling {
static uint32_t BLOCK_SIZE = 32;
const uint32_t WS_SYS_SIZE = 0;
const uint32_t DATA_NUM_32B = 3;
const uint32_t DATA_NUM_16B = 5;
const uint32_t DATA_NUM_8B = 12;
const uint32_t TILE_SPLIT_NUM = 1024;
const uint32_t SINGLE_BUFFER_NUM = 1;
const uint32_t DOUBLE_BUFFER_NUM = 2;
struct RealDivCompileInfo {};
static ge::graphStatus TilingParseForRealDiv([[maybe_unused]] gert::TilingParseContext* context)
{
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus GetPlatformInfo(gert::TilingContext* context, uint64_t& ubSize, int64_t& coreNum)
{
auto platformInfo = context->GetPlatformInfo();
OP_CHECK_IF(platformInfo == nullptr, OP_LOGE(context, "platformInfo is nullptr"), return ge::GRAPH_FAILED);
auto ascendcPlatform = platform_ascendc::PlatformAscendC(platformInfo);
ascendcPlatform.GetCoreMemSize(platform_ascendc::CoreMemType::UB, ubSize);
coreNum = ascendcPlatform.GetCoreNumAiv();
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, uint64_t coreNum, uint64_t& inputNum, uint64_t& inputBytes,
uint64_t& tileBlockNum, uint64_t& tileDataNum, uint64_t& inputLengthAlgin32, uint32_t& bufferNum)
{
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) {
return ge::GRAPH_FAILED;
}
inputBytes = inputLength / inputNum;
auto dataType = context->GetInputDesc(0)->GetDataType();
uint64_t ubDataNumber = DATA_NUM_32B;
switch (dataType) {
case ge::DT_FLOAT:
case ge::DT_INT32:
ubDataNumber = DATA_NUM_32B;
break;
case ge::DT_BF16:
case ge::DT_FLOAT16:
ubDataNumber = DATA_NUM_16B;
break;
case ge::DT_BOOL:
case ge::DT_INT8:
case ge::DT_UINT8:
ubDataNumber = DATA_NUM_8B;
break;
default:
break;
}
inputLengthAlgin32 = (((inputLength + BLOCK_SIZE - 1) / BLOCK_SIZE) * BLOCK_SIZE);
uint64_t singleBufferNeedSize = inputLengthAlgin32 * ubDataNumber;
if (singleBufferNeedSize <= coreNum * ubSize) {
bufferNum = SINGLE_BUFFER_NUM;
} else {
bufferNum = DOUBLE_BUFFER_NUM;
}
if (ubDataNumber == 0 || bufferNum == 0) {
return ge::GRAPH_FAILED;
}
tileBlockNum = (ubSize / bufferNum / BLOCK_SIZE) / ubDataNumber;
if (inputBytes == 0) {
return ge::GRAPH_FAILED;
}
tileDataNum = (tileBlockNum * BLOCK_SIZE) / inputBytes;
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus CalculateCoreBlockNums(
uint64_t inputLengthAlgin32, int64_t coreNum, 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) {
return ge::GRAPH_FAILED;
}
uint64_t everyCoreInputBlockNum = inputLengthAlgin32 / BLOCK_SIZE / coreNum;
tailBlockNum = (inputLengthAlgin32 / 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 RealDivTilingFunc(gert::TilingContext* context)
{
RealDivTilingData* tiling = context->GetTilingData<RealDivTilingData>();
OP_CHECK_NULL_WITH_CONTEXT(context, tiling);
OP_CHECK_IF(
memset_s(tiling, sizeof(RealDivTilingData), 0, sizeof(RealDivTilingData)) != EOK,
OP_LOGE(context, "set tiling data error"), return ge::GRAPH_FAILED);
uint64_t ubSize, inputNum, inputBytes, tileBlockNum, tileDataNum, inputLengthAlgin32;
int64_t coreNum;
uint32_t bufferNum;
ge::graphStatus ret = GetPlatformInfo(context, ubSize, coreNum);
OP_CHECK_IF(ret != ge::GRAPH_SUCCESS, OP_LOGE(context, "GetPlatformInfo error"), return ret);
ret = GetShapeAttrsInfo(
context, ubSize, coreNum, inputNum, inputBytes, tileBlockNum, tileDataNum, inputLengthAlgin32, bufferNum);
OP_CHECK_IF(ret != ge::GRAPH_SUCCESS, OP_LOGE(context, "GetShapeAttrsInfo error"), return ret);
uint64_t calcCoreNum = inputNum / TILE_SPLIT_NUM;
if (inputNum % TILE_SPLIT_NUM)
calcCoreNum = calcCoreNum + 1;
coreNum = (calcCoreNum < static_cast<uint64_t>(coreNum)) ? calcCoreNum : coreNum;
uint64_t smallCoreDataNum, bigCoreDataNum, smallTailDataNum, bigTailDataNum, finalSmallTileNum, finalBigTileNum,
tailBlockNum;
ret = CalculateCoreBlockNums(
inputLengthAlgin32, coreNum, tileBlockNum, inputBytes, tileDataNum, smallCoreDataNum, bigCoreDataNum,
smallTailDataNum, bigTailDataNum, finalSmallTileNum, finalBigTileNum, tailBlockNum);
OP_CHECK_IF(ret != ge::GRAPH_SUCCESS, OP_LOGE(context, "CalculateCoreBlockNums error"), return ret);
tiling->smallCoreDataNum = smallCoreDataNum;
tiling->bigCoreDataNum = bigCoreDataNum;
tiling->tileDataNum = tileDataNum;
tiling->smallTailDataNum = smallTailDataNum;
tiling->bigTailDataNum = bigTailDataNum;
tiling->finalSmallTileNum = finalSmallTileNum;
tiling->finalBigTileNum = finalBigTileNum;
tiling->tailBlockNum = tailBlockNum;
tiling->bufferNum = (uint64_t)bufferNum;
OP_CHECK_IF(
GetWorkspaceSize(context) != ge::GRAPH_SUCCESS, OP_LOGE(context, "GetWorkspaceSize error"),
return ge::GRAPH_FAILED);
uint64_t tilingKey = 0;
if (bufferNum == DOUBLE_BUFFER_NUM) {
tilingKey = GET_TPL_TILING_KEY(ELEMENTWISE_TPL_SCH_MODE_0);
} else {
tilingKey = GET_TPL_TILING_KEY(ELEMENTWISE_TPL_SCH_MODE_1);
}
context->SetTilingKey(tilingKey);
context->SetBlockDim(coreNum);
return ge::GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(RealDiv).Tiling(RealDivTilingFunc).TilingParse<RealDivCompileInfo>(TilingParseForRealDiv);
}