* 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 stateless_uniform_def.cpp
* \brief Outputs pseudorandom values from a uniform distribution in [from, to)
*/
#include "register/op_def_registry.h"
#include "../../random_common/op_host/random_dtype_fmt_gen.h"
namespace ops {
class StatelessUniform : 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> fromType = {ge::DT_DOUBLE};
const std::vector<ge::DataType> toType = {ge::DT_DOUBLE};
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 StatelessUniform(const char* name) : OpDef(name)
{
randomdef::RandomDtypeFmtGen gen({
{"seedType", seedType}, {"fromType", fromType}, {"shapeType", shapeType},
{"offsetType", offsetType}, {"toType", toType}, {"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("from")
.ParamType(REQUIRED)
.DataType({gen.GetSequence("fromType")})
.Format({baseFormatSeq})
.UnknownShapeFormat({baseFormatSeq})
.ValueDepend(OPTIONAL);
this->Input("to")
.ParamType(REQUIRED)
.DataType({gen.GetSequence("toType")})
.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();
OpAICoreConfig aicoreConfig;
aicoreConfig.DynamicCompileStaticFlag(true)
.DynamicFormatFlag(false)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.NeedCheckSupportFlag(false)
.PrecisionReduceFlag(true);
this->AICore().AddConfig("ascend950");
}
};
OP_ADD(StatelessUniform);
}