* 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 trace_tiling.cpp
* \brief Tiling implementation for trace operator
*
* Single-core strategy: needCoreNum = 1
* Computes diagSize = min(M, N) and diagStride = stride0 + stride1
*/
#include "log/log.h"
#include "platform/platform_ascendc.h"
#include "util/math_util.h"
#include "util/platform_util.h"
#include "op_host/tiling_base_util.h"
#include "op_host/math_tiling_templates_registry.h"
#include "../../op_kernel/arch35/trace_tiling_data.h"
#include "../../op_kernel/arch35/trace_tiling_key.h"
namespace optiling {
using namespace Ops::Math::OpTiling;
constexpr uint32_t DCACHE_SIZE = 128 * 1024;
constexpr uint32_t STATIC_UB_ESTIMATE = 0;
struct TraceCompileInfo {};
static bool IsSupportedGraphInputDtype(ge::DataType dtype)
{
switch (dtype) {
case ge::DT_COMPLEX64:
case ge::DT_FLOAT:
case ge::DT_FLOAT16:
case ge::DT_BF16:
case ge::DT_INT8:
case ge::DT_INT16:
case ge::DT_INT32:
case ge::DT_INT64:
case ge::DT_UINT8:
case ge::DT_UINT16:
case ge::DT_UINT32:
case ge::DT_UINT64:
case ge::DT_BOOL:
return true;
default:
return false;
}
}
static ge::graphStatus ValidateInputDtype(gert::TilingContext* context)
{
const auto* inputDesc = context->GetInputDesc(0);
OP_CHECK_NULL_WITH_CONTEXT(context, inputDesc);
const ge::DataType inputDtype = inputDesc->GetDataType();
OP_CHECK_IF(!IsSupportedGraphInputDtype(inputDtype),
OP_LOGE_FOR_INVALID_DTYPES_WITH_REASON(
context->GetNodeName(), "x", std::string(ge::TypeUtils::DataTypeToSerialString(inputDtype)),
"Allowed dtypes are COMPLEX64, FLOAT, FLOAT16, BF16, INT8, INT16, INT32, INT64, "
"UINT8, UINT16, UINT32, UINT64, BOOL"),
return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus TraceTilingFunc(gert::TilingContext* context)
{
if (ValidateInputDtype(context) != ge::GRAPH_SUCCESS) {
return ge::GRAPH_FAILED;
}
fe::PlatFormInfos* platformInfoPtr = context->GetPlatformInfo();
OP_CHECK_NULL_WITH_CONTEXT(context, platformInfoPtr);
auto ascendcPlatform = platform_ascendc::PlatformAscendC(platformInfoPtr);
uint64_t ubSize = 0;
ascendcPlatform.GetCoreMemSize(platform_ascendc::CoreMemType::UB, ubSize);
OP_CHECK_IF(ubSize == 0, OP_LOGE(context, "ubSize is 0"), return ge::GRAPH_FAILED);
auto inputShape = context->GetInputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, inputShape);
auto storageShape = inputShape->GetStorageShape();
if (storageShape.GetDimNum() != 2) {
OP_LOGE_FOR_INVALID_SHAPEDIM_WITH_REASON(
context->GetNodeName(), "x", std::to_string(storageShape.GetDimNum()).c_str(), "trace expects a 2D matrix");
return ge::GRAPH_FAILED;
}
int64_t M = storageShape.GetDim(0);
int64_t N = storageShape.GetDim(1);
int64_t diagSize = (M < N) ? M : N;
int64_t stride0 = N;
int64_t stride1 = 1;
int64_t diagStride = stride0 + stride1;
TraceTilingData* tiling = context->GetTilingData<TraceTilingData>();
OP_CHECK_NULL_WITH_CONTEXT(context, tiling);
OP_CHECK_IF(memset_s(tiling, sizeof(TraceTilingData), 0, sizeof(TraceTilingData)) != EOK,
OP_LOGE(context, "set tiling data error"), return ge::GRAPH_FAILED);
tiling->diagSize = diagSize;
tiling->diagStride = diagStride;
context->SetBlockDim(1);
uint64_t sysWorkspaceSize = ascendcPlatform.GetLibApiWorkSpaceSize();
size_t* ws = context->GetWorkspaceSizes(1);
OP_CHECK_NULL_WITH_CONTEXT(context, ws);
ws[0] = static_cast<size_t>(sysWorkspaceSize);
OP_CHECK_IF((ubSize <= DCACHE_SIZE + STATIC_UB_ESTIMATE),
OP_LOGE(context, "ubSize %lu <= DCACHE_SIZE + STATIC_UB_ESTIMATE", ubSize), return ge::GRAPH_FAILED);
auto res = context->SetLocalMemorySize(static_cast<uint32_t>(ubSize - DCACHE_SIZE - STATIC_UB_ESTIMATE));
OP_CHECK_IF((res != ge::GRAPH_SUCCESS), OP_LOGE(context, "SetLocalMemorySize failed"), return ge::GRAPH_FAILED);
context->SetTilingKey(GET_TPL_TILING_KEY(TRACE_TPL_MODE_DEFAULT));
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus TilingParseForTrace([[maybe_unused]] gert::TilingParseContext* context)
{
return ge::GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(Trace).Tiling(TraceTilingFunc).TilingParse<TraceCompileInfo>(TilingParseForTrace);
}