* 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 stateless_normal_def.cpp
* \brief StatelessNormal V4 OpDef definition
*/
#include "register/op_def_registry.h"
#include "../../random_common/op_host/random_dtype_fmt_gen.h"
namespace ops {
class StatelessNormal : public OpDef {
public:
const std::vector<ge::DataType> shapeType = {ge::DT_INT64};
const std::vector<ge::DataType> seedType = {ge::DT_INT64};
const std::vector<ge::DataType> offsetType = {ge::DT_INT64};
const std::vector<ge::DataType> meanType = {ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16};
const std::vector<ge::DataType> stdevType = {ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16};
const std::vector<ge::DataType> outType = {ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16};
const std::vector<ge::Format> baseFormat = {ge::FORMAT_ND};
explicit StatelessNormal(const char* name) : OpDef(name)
{
randomdef::RandomDtypeFmtGen gen({
{"seedType", seedType}, {"meanType", meanType}, {"shapeType", shapeType},
{"offsetType", offsetType}, {"stdevType", stdevType}, {"outType", outType},
{"baseFormat", baseFormat}});
const auto baseFormatSeq = gen.GetSequence<ge::Format>("baseFormat");
this->Input("shape")
.ParamType(REQUIRED)
.DataType(gen.GetSequence("shapeType"))
.Format(baseFormatSeq)
.UnknownShapeFormat(baseFormatSeq);
this->Input("seed")
.ParamType(REQUIRED)
.DataType(gen.GetSequence("seedType"))
.Format(baseFormatSeq)
.UnknownShapeFormat(baseFormatSeq)
.ValueDepend(OPTIONAL);
this->Input("offset")
.ParamType(REQUIRED)
.DataType(gen.GetSequence("offsetType"))
.Format(baseFormatSeq)
.UnknownShapeFormat(baseFormatSeq)
.ValueDepend(OPTIONAL);
this->Input("mean")
.ParamType(REQUIRED)
.DataType(gen.GetSequence("meanType"))
.Format(baseFormatSeq)
.UnknownShapeFormat(baseFormatSeq)
.ValueDepend(OPTIONAL);
this->Input("stdev")
.ParamType(REQUIRED)
.DataType(gen.GetSequence("stdevType"))
.Format(baseFormatSeq)
.UnknownShapeFormat(baseFormatSeq)
.ValueDepend(OPTIONAL);
this->Output("y")
.ParamType(REQUIRED)
.DataType(gen.GetSequence("outType"))
.Format(baseFormatSeq)
.UnknownShapeFormat(baseFormatSeq);
this->Attr("dtype").AttrType(OPTIONAL).Int(0);
this->AICore().AddConfig("ascend950");
}
};
OP_ADD(StatelessNormal);
}