* 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 softplus_tiling_arch35.cpp
* \brief
*/
#include <iostream>
#include <graph/utils/type_utils.h>
#include "tiling/tiling_api.h"
#include "platform/platform_ascendc.h"
#include "register/op_def_registry.h"
#include "atvoss/broadcast/broadcast_tiling.h"
#include "log/log.h"
#include "register/op_impl_registry.h"
#include "softplus_tiling_arch35.h"
#include "activation/softplus/op_kernel/arch35/softplus_dag.h"
using namespace ge;
using namespace SoftplusOp;
using namespace Ops::Base;
namespace optiling {
constexpr uint64_t SOFTPLUS_TILING_KEY_ELEMENTWISE = 101;
constexpr uint64_t SOFTPLUS_WORKSPACE_RESERVE_BYTE = 16777216;
ge::graphStatus SoftplusTiling::SetTilingData() const
{
size_t* currentWorkspace = tilingContext_->GetWorkspaceSizes(1);
currentWorkspace[0] = SOFTPLUS_WORKSPACE_RESERVE_BYTE;
tilingContext_->SetTilingKey(SOFTPLUS_TILING_KEY_ELEMENTWISE);
tilingContext_->SetBlockDim(tiling->baseTiling.blockNum);
return ge::GRAPH_SUCCESS;
}
ge::graphStatus SoftplusTiling::CalcOutputDtype()
{
auto inputDesc = tilingContext_->GetInputDesc(0);
OP_CHECK_NULL_WITH_CONTEXT(tilingContext_, inputDesc);
ge::DataType inputDtype = inputDesc->GetDataType();
auto outputDesc = tilingContext_->GetOutputDesc(0);
OP_CHECK_NULL_WITH_CONTEXT(tilingContext_, outputDesc);
this->outputDtype = outputDesc->GetDataType();
OP_CHECK_IF(inputDtype != this->outputDtype,
OP_LOGE_FOR_INVALID_DTYPES_WITH_REASON(tilingContext_->GetNodeName(), "x, y",
ge::TypeUtils::DataTypeToSerialString(inputDtype) + ", " +
ge::TypeUtils::DataTypeToSerialString(this->outputDtype),
"The dtypes of x and y must be the same"),
return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
ge::graphStatus SoftplusTiling::CheckShape()
{
OP_LOGD(tilingContext_->GetNodeName(), "SoftplusTiling CheckShape enter.");
auto inputStorageShape = tilingContext_->GetInputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(tilingContext_, inputStorageShape);
const gert::Shape& inputShape = Ops::Base::EnsureNotScalar(inputStorageShape->GetStorageShape());
auto outputStorageShape = tilingContext_->GetOutputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(tilingContext_, outputStorageShape);
const gert::Shape& outputShape = Ops::Base::EnsureNotScalar(outputStorageShape->GetStorageShape());
OP_CHECK_IF(inputShape != outputShape,
OP_LOGE_FOR_INVALID_SHAPES_WITH_REASON(
tilingContext_->GetNodeName(), "x, y",
Ops::Base::ToString(inputShape) + ", " + Ops::Base::ToString(outputShape),
"The shapes of x and y must be the same"),
return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
ge::graphStatus SoftplusTiling::RunTiling()
{
tiling = tilingContext_->GetTilingData<SoftplusTilingData>();
OP_CHECK_NULL_WITH_CONTEXT(tilingContext_, tiling);
ElewiseBaseTiling elewiseBaseTiling(tilingContext_);
OP_CHECK_IF(CalcOutputDtype() == ge::GRAPH_FAILED, OP_LOGE(tilingContext_, "get output dtype failed"),
return ge::GRAPH_FAILED);
OP_CHECK_IF(CheckShape() == ge::GRAPH_FAILED, OP_LOGE(tilingContext_, "check shape failed"),
return ge::GRAPH_FAILED);
ge::graphStatus res = ge::GRAPH_FAILED;
if (this->outputDtype == ge::DT_FLOAT16) {
res = elewiseBaseTiling.DoTiling<SoftplusDag<half, float>::OpDag>(tiling->baseTiling);
} else if (this->outputDtype == ge::DT_FLOAT) {
res = elewiseBaseTiling.DoTiling<SoftplusDag<float, float>::OpDag>(tiling->baseTiling);
} else if (this->outputDtype == ge::DT_BF16) {
res = elewiseBaseTiling.DoTiling<SoftplusDag<bfloat16_t, float>::OpDag>(tiling->baseTiling);
} else {
OP_LOGE_FOR_INVALID_DTYPE_WITH_REASON(tilingContext_->GetNodeName(), "y",
ge::TypeUtils::DataTypeToSerialString(this->outputDtype),
"The dtype of y must be in [DT_FLOAT16, DT_FLOAT, DT_BF16]");
return ge::GRAPH_FAILED;
}
OP_CHECK_IF(res == ge::GRAPH_FAILED, OP_LOGE(tilingContext_, "DoTiling failed"), return ge::GRAPH_FAILED);
ge::graphStatus result = SetTilingData();
return result;
}
static ge::graphStatus TilingForSoftplus(gert::TilingContext* context)
{
OP_LOGD("SoftplusTiling", "Enter TilingForSoftplus");
OP_CHECK_IF(context == nullptr, OP_LOGE(context, "Tiling context is null"), return ge::GRAPH_FAILED);
auto compileInfo = context->GetCompileInfo<ElewiseCompileInfo>();
OP_CHECK_NULL_WITH_CONTEXT(context, compileInfo);
OP_LOGD("SoftplusTiling", "Enter new SoftplusTiling");
SoftplusTiling softplusTiling(context);
return softplusTiling.RunTiling();
}
ge::graphStatus TilingPrepareForSoftplus([[maybe_unused]] gert::TilingParseContext* context)
{
return ge::GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(Softplus).Tiling(TilingForSoftplus).TilingParse<ElewiseCompileInfo>(TilingPrepareForSoftplus);
}