* Copyright (c) 2025-2026 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 real_tiling_arch35.cpp
* \brief Real operator Tiling implementation (ascend950 / arch35)
*
* Full dtype coverage (FLOAT/FLOAT16/COMPLEX64/COMPLEX32),
* IS_COMPLEX=0 real passthrough and IS_COMPLEX=1 Gather extraction.
* Added empty tensor (0 elements) defense-in-depth and scalar tensor
* normalization via EnsureNotScalar().
*/
#include <algorithm>
#include "register/op_def_registry.h"
#include "op_common/log/log.h"
#include "op_common/op_host/util/math_util.h"
#include "op_common/op_host/util/platform_util.h"
#include "../../op_kernel/arch35/real_tiling_data.h"
#include "../../op_kernel/arch35/real_tiling_key.h"
namespace optiling {
using Ops::Base::CeilDiv;
using Ops::Base::CeilAlign;
using Ops::Base::FloorDiv;
using Ops::Base::FloorAlign;
using Ops::Base::GetUbBlockSize;
constexpr uint32_t WS_SYS_SIZE = 0U;
static const gert::Shape g_vec_1_shape = {1};
static inline const gert::Shape EnsureNotScalar(const gert::Shape& inShape)
{
if (inShape.GetDimNum() == 0) {
return g_vec_1_shape;
}
return inShape;
}
static ge::graphStatus GetPlatformInfo(gert::TilingContext* context, uint64_t& ubSize, int64_t& coreNum)
{
fe::PlatFormInfos* platformInfoPtr = context->GetPlatformInfo();
OP_CHECK_NULL_WITH_CONTEXT(context, platformInfoPtr);
auto ascendcPlatform = platform_ascendc::PlatformAscendC(platformInfoPtr);
coreNum = ascendcPlatform.GetCoreNumAiv();
OP_CHECK_IF(coreNum == 0, OP_LOGE(context, "coreNum is 0"), 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 GetWorkspaceSize(gert::TilingContext* context)
{
size_t* currentWorkspace = context->GetWorkspaceSizes(1);
OP_CHECK_NULL_WITH_CONTEXT(context, currentWorkspace);
currentWorkspace[0] = WS_SYS_SIZE;
return ge::GRAPH_SUCCESS;
}
struct DtypeInfo {
uint64_t isComplex;
int64_t typeSize;
ge::DataType outputDtype;
};
static ge::graphStatus GetDtypeInfo(gert::TilingContext* context, ge::DataType inputDtype, DtypeInfo& info)
{
switch (inputDtype) {
case ge::DT_FLOAT:
info = {0, 4, ge::DT_FLOAT};
break;
case ge::DT_FLOAT16:
info = {0, 2, ge::DT_FLOAT16};
break;
case ge::DT_COMPLEX64:
info = {1, 4, ge::DT_FLOAT};
break;
case ge::DT_COMPLEX32:
info = {1, 2, ge::DT_FLOAT16};
break;
default:
OP_LOGE(context, "Unsupported dtype: %d", static_cast<int>(inputDtype));
return ge::GRAPH_FAILED;
}
return ge::GRAPH_SUCCESS;
}
static int64_t ComputeUbFactor(uint64_t isComplex, int64_t typeSize, int64_t ubSize, int64_t ubBlockSize)
{
if (typeSize <= 0 || ubBlockSize <= 0) {
return 0;
}
constexpr int64_t MAX_COPY_BYTES = 65504;
constexpr int64_t UB_RESERVED_BYTES = 1024;
int64_t usableUbSize = (ubSize > UB_RESERVED_BYTES) ? (ubSize - UB_RESERVED_BYTES) : 0;
if (isComplex == 0) {
if (typeSize == 0) { return 0; }
return FloorAlign(usableUbSize / typeSize, ubBlockSize);
}
int64_t bytesPerElement = 3 * typeSize + 4;
if (bytesPerElement == 0) { return 0; }
int64_t ubCapacity = FloorAlign(usableUbSize / bytesPerElement, ubBlockSize);
int64_t twoTypeSize = 2 * typeSize;
if (twoTypeSize == 0) { return 0; }
int64_t maxByBlockLen = FloorAlign(MAX_COPY_BYTES / twoTypeSize, ubBlockSize);
return std::min(ubCapacity, maxByBlockLen);
}
static ge::graphStatus RealTilingFunc(gert::TilingContext* context)
{
OP_LOGD(context->GetNodeName(), "Enter RealTilingFunc");
uint64_t ubSize;
int64_t coreNum;
OP_CHECK_IF(
GetPlatformInfo(context, ubSize, coreNum) != ge::GRAPH_SUCCESS,
OP_LOGE(context, "GetPlatformInfo error"),
return ge::GRAPH_FAILED);
auto inputShapePtr = context->GetInputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, inputShapePtr);
auto inputShape = EnsureNotScalar(inputShapePtr->GetStorageShape());
auto inputDesc = context->GetInputDesc(0);
OP_CHECK_NULL_WITH_CONTEXT(context, inputDesc);
DtypeInfo dtypeInfo;
OP_CHECK_IF(
GetDtypeInfo(context, inputDesc->GetDataType(), dtypeInfo) != ge::GRAPH_SUCCESS,
OP_LOGE(context, "GetDtypeInfo error"),
return ge::GRAPH_FAILED);
OP_CHECK_IF(
GetWorkspaceSize(context) != ge::GRAPH_SUCCESS,
OP_LOGE(context, "GetWorkspaceSize error"),
return ge::GRAPH_FAILED);
RealTilingData* tiling = context->GetTilingData<RealTilingData>();
OP_CHECK_NULL_WITH_CONTEXT(context, tiling);
OP_CHECK_IF(
memset_s(tiling, sizeof(RealTilingData), 0, sizeof(RealTilingData)) != EOK,
OP_LOGE(context, "set tiling data error"),
return ge::GRAPH_FAILED);
int64_t ubBlockSize = Ops::Base::GetUbBlockSize(context);
int64_t totalOutputNum = inputShape.GetShapeSize();
if (totalOutputNum <= 0) {
tiling->totalOutputNum = 0;
tiling->blockFactor = 0;
tiling->ubFactor = 1;
context->SetBlockDim(1);
uint32_t dType = static_cast<uint32_t>(dtypeInfo.outputDtype);
ASCENDC_TPL_SEL_PARAM(context, dType, dtypeInfo.isComplex);
return ge::GRAPH_SUCCESS;
}
tiling->totalOutputNum = totalOutputNum;
tiling->blockFactor = CeilAlign(CeilDiv(totalOutputNum, coreNum), ubBlockSize);
tiling->ubFactor = ComputeUbFactor(dtypeInfo.isComplex, dtypeInfo.typeSize,
static_cast<int64_t>(ubSize), ubBlockSize);
context->SetBlockDim(CeilDiv(totalOutputNum, tiling->blockFactor));
uint32_t dType = static_cast<uint32_t>(dtypeInfo.outputDtype);
ASCENDC_TPL_SEL_PARAM(context, dType, dtypeInfo.isComplex);
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus TilingParseForReal([[maybe_unused]] gert::TilingParseContext* context)
{
return ge::GRAPH_SUCCESS;
}
struct RealCompileInfo {};
IMPL_OP_OPTILING(Real).Tiling(RealTilingFunc).TilingParse<RealCompileInfo>(TilingParseForReal);
}