* 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 is_inf_tiling_arch35.cpp
* \brief
*/
#include "is_inf_tiling_arch35.h"
#include "op_host/tiling_base_util.h"
#include "log/log.h"
#include "platform/platform_ascendc.h"
#include "graph/utils/type_utils.h"
#include "../op_kernel/arch35/is_inf_dag.h"
namespace optiling {
const int64_t ASCEND_WORKSPACE = 16777216;
const uint64_t TILING_KEY_FP16 = 101UL;
const uint64_t TILING_KEY_BF16 = 102UL;
const uint64_t TILING_KEY_FP32 = 103UL;
ge::graphStatus IsInfRegbaseTiling::CalcInputDtype()
{
auto inputDesc = tilingContext->GetInputDesc(0);
OP_CHECK_NULL_WITH_CONTEXT(tilingContext, inputDesc);
this->inputDtype = inputDesc->GetDataType();
OP_CHECK_IF(
this->inputDtype != ge::DT_FLOAT16 && this->inputDtype != ge::DT_BF16 && this->inputDtype != ge::DT_FLOAT,
OP_LOGE_FOR_INVALID_DTYPE_WITH_REASON(
tilingContext->GetNodeName(), "x",
ge::TypeUtils::DataTypeToSerialString(this->inputDtype),
"dtype not in [DT_FLOAT16, DT_BF16, DT_FLOAT]"),
return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
ge::graphStatus IsInfRegbaseTiling::CalcOutputDtype()
{
auto outputDesc = tilingContext->GetOutputDesc(0);
OP_CHECK_NULL_WITH_CONTEXT(tilingContext, outputDesc);
this->outputDtype = outputDesc->GetDataType();
OP_CHECK_IF(
this->outputDtype != ge::DT_BOOL,
OP_LOGE_FOR_INVALID_DTYPE_WITH_REASON(
tilingContext->GetNodeName(), "y",
ge::TypeUtils::DataTypeToSerialString(this->outputDtype),
"dtype not in [DT_BOOL]"),
return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
ge::graphStatus IsInfRegbaseTiling::CheckShape()
{
auto inputStorageShape = tilingContext->GetInputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(tilingContext, inputStorageShape);
const gert::Shape& inputXShape = Ops::Base::EnsureNotScalar(inputStorageShape->GetStorageShape());
auto outputStorageShape = tilingContext->GetOutputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(tilingContext, outputStorageShape);
const gert::Shape& outputYShape = Ops::Base::EnsureNotScalar(outputStorageShape->GetStorageShape());
OP_CHECK_IF(
inputXShape.GetDimNum() > 8, OP_LOGE_FOR_INVALID_SHAPEDIM_WITH_REASON(tilingContext->GetNodeName(), "x", std::to_string(inputXShape.GetDimNum()), "dim num should be no more than 8"),
return ge::GRAPH_FAILED);
OP_CHECK_IF(
inputXShape != outputYShape, OP_LOGE_FOR_INVALID_SHAPES_WITH_REASON(tilingContext->GetNodeName(), "x, y", (Ops::Base::ToString(inputXShape) + ", " + Ops::Base::ToString(outputYShape)).c_str(), "input shape must equal output shape"),
return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
ge::graphStatus IsInfRegbaseTiling::SetTilingData()
{
auto rawTilingData = tilingContext->GetRawTilingData();
OP_CHECK_NULL_WITH_CONTEXT(tilingContext, rawTilingData);
size_t* currentWorkspace = tilingContext->GetWorkspaceSizes(1);
OP_CHECK_NULL_WITH_CONTEXT(tilingContext, currentWorkspace);
currentWorkspace[0] = static_cast<uint64_t>(ASCEND_WORKSPACE);
if (this->inputDtype == ge::DT_FLOAT16) {
tilingContext->SetTilingKey(TILING_KEY_FP16);
} else if (this->inputDtype == ge::DT_BF16) {
tilingContext->SetTilingKey(TILING_KEY_BF16);
} else if (this->inputDtype == ge::DT_FLOAT) {
tilingContext->SetTilingKey(TILING_KEY_FP32);
} else {
OP_LOGE_FOR_INVALID_DTYPE_WITH_REASON(
tilingContext->GetNodeName(), "x",
ge::TypeUtils::DataTypeToSerialString(this->inputDtype),
"dtype not in [DT_FLOAT16, DT_BF16, DT_FLOAT]");
return ge::GRAPH_FAILED;
}
tilingContext->SetBlockDim(tiling_->blockNum);
return ge::GRAPH_SUCCESS;
}
ge::graphStatus IsInfRegbaseTiling::RunTiling()
{
ElewiseBaseTiling elewiseBaseTiling(tilingContext);
OP_CHECK_IF(
CalcInputDtype() == ge::GRAPH_FAILED, OP_LOGE(tilingContext->GetNodeName(), "get input dtype failed"),
return ge::GRAPH_FAILED);
OP_CHECK_IF(
CalcOutputDtype() == ge::GRAPH_FAILED, OP_LOGE(tilingContext->GetNodeName(), "get output dtype failed"),
return ge::GRAPH_FAILED);
OP_CHECK_IF(
CheckShape() == ge::GRAPH_FAILED, OP_LOGE(tilingContext->GetNodeName(), "check shape failed"), return ge::GRAPH_FAILED);
tiling_ = tilingContext->GetTilingData<EleBaseTilingDataV2>();
OP_CHECK_IF(
(tiling_ == nullptr), OP_LOGE_FOR_INVALID_DTYPE_WITH_REASON(tilingContext->GetNodeName(), "tiling_data", "nullptr", "Get EleBaseTilingDataV2 from context failed"),
return ge::GRAPH_FAILED);
ge::graphStatus baseTilingResult = ge::GRAPH_FAILED;
if (this->inputDtype == ge::DT_FLOAT16) {
baseTilingResult = elewiseBaseTiling.DoTiling<IsInfOp::IsInfDAG<half>::OpDag>(*tiling_);
} else if (this->inputDtype == ge::DT_BF16) {
baseTilingResult = elewiseBaseTiling.DoTiling<IsInfOp::IsInfDAG<bfloat16_t>::OpDag>(*tiling_);
} else if (this->inputDtype == ge::DT_FLOAT) {
baseTilingResult = elewiseBaseTiling.DoTiling<IsInfOp::IsInfDAG<float>::OpDag>(*tiling_);
} else {
OP_LOGE_FOR_INVALID_DTYPE_WITH_REASON(
tilingContext->GetNodeName(), "x",
ge::TypeUtils::DataTypeToSerialString(this->inputDtype),
"dtype not in [DT_FLOAT16, DT_BF16, DT_FLOAT]");
return ge::GRAPH_FAILED;
}
OP_CHECK_IF(
baseTilingResult == ge::GRAPH_FAILED, OP_LOGE(tilingContext->GetNodeName(), "elewiseBaseTiling failed"),
return ge::GRAPH_FAILED);
return SetTilingData();
}
}