* 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 less_tiling.cpp
* \brief
*/
#include "log/log.h"
#include "util/math_util.h"
#include "register/op_impl_registry.h"
#include <graph/utils/type_utils.h>
#include "tiling/platform/platform_ascendc.h"
#include "../op_kernel/less_tiling_data.h"
#include "../op_kernel/less_tiling_key.h"
namespace optiling {
const uint32_t BLOCK_SIZE = 32;
const uint32_t NUM_1 = 10;
const uint32_t NUM_2 = 5;
const uint32_t NUM_3 = 6;
struct LessCompileInfo {};
static ge::graphStatus LessTilingFunc(gert::TilingContext* context)
{
LessTilingData* tiling = context->GetTilingData<LessTilingData>();
uint64_t ubLength = 0;
uint32_t bigCoreDataNum = 0;
uint32_t bigCoreLoopNum = 0;
uint32_t bigCoreTailDataNum = 0;
uint32_t bigprocessDataNumComputes=0;
uint32_t tailbigprocessDataNumComputes=0;
auto ascendcPlatform = platform_ascendc::PlatformAscendC(context->GetPlatformInfo());
ascendcPlatform.GetCoreMemSize(platform_ascendc::CoreMemType::UB, ubLength);
auto coreNum = ascendcPlatform.GetCoreNum();
uint32_t inputDataNum = context->GetInputShape(0)->GetStorageShape().GetShapeSize();
uint32_t dataTypeLength = 1;
auto dataType = context->GetInputDesc(0)->GetDataType();
ge::TypeUtils::GetDataTypeLength(dataType, dataTypeLength);
if (coreNum == 0 || BLOCK_SIZE == 0)
{
return ge::GRAPH_FAILED;
}
uint32_t ubPartNum = 5;
if (dataType == ge::DT_INT8 || dataType == ge::DT_UINT8) {
ubLength = ubLength - 1024 * 8 - 256 * 6;
ubPartNum = NUM_1;
context->SetTilingKey(0);
}
else if (dataType == ge::DT_FLOAT) {
ubLength = ubLength - 1024 * 8 - 256 * 7;
context->SetTilingKey(1);
}
else if (dataType == ge::DT_FLOAT16) {
ubLength = ubLength - 1024 * 8 - 256 * 6;
}
else if (dataType == ge::DT_BF16) {
ubPartNum = NUM_1;
ubLength = ubLength - 1024 * 8 - 256 * 10;
context->SetTilingKey(1);
}
else if (dataType == ge::DT_INT32) {
ubPartNum = NUM_2;
ubLength = ubLength - 1024 * 8 - 256 * 7;
context->SetTilingKey(1);
}
else if (dataType == ge::DT_INT64) {
ubPartNum = NUM_3;
context->SetTilingKey(1);
}
ubLength = ubLength / dataTypeLength;
uint32_t ubPartLength = ubLength / ubPartNum;
uint32_t ubPartBlockNum = ubPartLength / BLOCK_SIZE;
uint32_t ubPartDataNum = ubPartBlockNum * BLOCK_SIZE;
uint32_t inputLengthAlign32 = (((inputDataNum + BLOCK_SIZE - 1) / BLOCK_SIZE) * BLOCK_SIZE);
if(ubPartDataNum >= inputDataNum)
{
coreNum=1;
}
else
{
coreNum = (coreNum < inputLengthAlign32 / BLOCK_SIZE) ? coreNum : inputLengthAlign32 / BLOCK_SIZE;
}
uint32_t everyCoreInputBlockNum = inputLengthAlign32 / BLOCK_SIZE / coreNum;
uint32_t tailBlockNum = (inputLengthAlign32 / BLOCK_SIZE) % coreNum;
uint32_t smallCoreDataNum = everyCoreInputBlockNum * BLOCK_SIZE ;
uint32_t smallCoreLoopNum = smallCoreDataNum / ubPartDataNum;
smallCoreLoopNum = (everyCoreInputBlockNum % ubPartBlockNum) == 0 ? smallCoreLoopNum : smallCoreLoopNum + 1;
uint32_t smallCoreTailDataNum = smallCoreDataNum - ubPartDataNum * (smallCoreDataNum / ubPartDataNum);
smallCoreTailDataNum = smallCoreTailDataNum == 0 ? ubPartDataNum : smallCoreTailDataNum;
uint32_t smallprocessDataNumComputes= (((ubPartDataNum * dataTypeLength + 256 - 1) / 256) * 256) / dataTypeLength;
uint32_t tailsmallprocessDataNumComputes= (((smallCoreTailDataNum * dataTypeLength + 256 - 1) / 256) * 256) / dataTypeLength;
uint32_t isTailBlock = 0;
if(0 != tailBlockNum)
{
everyCoreInputBlockNum += 1;
bigCoreDataNum = everyCoreInputBlockNum * BLOCK_SIZE ;
bigCoreLoopNum = bigCoreDataNum / ubPartDataNum;
bigCoreLoopNum = (everyCoreInputBlockNum % ubPartBlockNum) == 0 ? bigCoreLoopNum : bigCoreLoopNum + 1;
bigCoreTailDataNum = bigCoreDataNum - ubPartDataNum * (bigCoreDataNum / ubPartDataNum);
bigCoreTailDataNum = bigCoreTailDataNum == 0 ? ubPartDataNum : bigCoreTailDataNum;
bigprocessDataNumComputes= (((ubPartDataNum * dataTypeLength + 256 - 1) / 256) * 256) / dataTypeLength;
tailbigprocessDataNumComputes= (((bigCoreTailDataNum * dataTypeLength + 256 - 1) / 256) * 256) / dataTypeLength;
isTailBlock = 1;
}
tiling->smallCoreDataNum = smallCoreDataNum;
tiling->bigCoreDataNum = bigCoreDataNum;
tiling->ubPartDataNum = ubPartDataNum;
tiling->smallCoreTailDataNum = smallCoreTailDataNum;
tiling->bigCoreTailDataNum = bigCoreTailDataNum;
tiling->smallCoreLoopNum = smallCoreLoopNum;
tiling->bigCoreLoopNum = bigCoreLoopNum;
tiling->tailBlockNum = tailBlockNum;
tiling->isTailBlock = isTailBlock;
tiling->bigprocessDataNumComputes = bigprocessDataNumComputes;
tiling->smallprocessDataNumComputes = smallprocessDataNumComputes;
tiling->tailbigprocessDataNumComputes = tailbigprocessDataNumComputes;
tiling->tailsmallprocessDataNumComputes = tailsmallprocessDataNumComputes;
context->SetBlockDim(coreNum);
size_t systemWorkspaceSize = ascendcPlatform.GetLibApiWorkSpaceSize();
size_t *currentWorkspace = context->GetWorkspaceSizes(1);
currentWorkspace[0] = systemWorkspaceSize;
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus TilingParseForLess([[maybe_unused]] gert::TilingParseContext* context)
{
return ge::GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(Less).Tiling(LessTilingFunc).TilingParse<LessCompileInfo>(TilingParseForLess);
}