* 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 apply_adam_w_def.cpp
* \brief
*/
#include "register/op_def_registry.h"
namespace ops {
static const std::vector<ge::DataType> dataType = {ge::DT_BF16, ge::DT_FLOAT16, ge::DT_FLOAT};
static const std::vector<ge::Format> dataFormat = {ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND};
class ApplyAdamW : public OpDef {
public:
explicit ApplyAdamW(const char* name) : OpDef(name)
{
this->Input("var").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Input("m").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Input("v").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Input("beta1_power")
.ParamType(REQUIRED)
.DataType(dataType)
.Format(dataFormat)
.UnknownShapeFormat(dataFormat);
this->Input("beta2_power")
.ParamType(REQUIRED)
.DataType(dataType)
.Format(dataFormat)
.UnknownShapeFormat(dataFormat);
this->Input("lr").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Input("weight_decay")
.ParamType(REQUIRED)
.DataType(dataType)
.Format(dataFormat)
.UnknownShapeFormat(dataFormat);
this->Input("beta1").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Input("beta2").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Input("epsilon").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Input("grad").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Input("max_grad_norm")
.ParamType(OPTIONAL)
.DataType(dataType)
.Format(dataFormat)
.UnknownShapeFormat(dataFormat);
this->Output("var").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Output("m").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Output("v").ParamType(REQUIRED).DataType(dataType).Format(dataFormat).UnknownShapeFormat(dataFormat);
this->Attr("amsgrad").AttrType(OPTIONAL).Bool(false);
this->Attr("maximize").AttrType(OPTIONAL).Bool(false);
OpAICoreConfig aicore_config;
aicore_config.DynamicCompileStaticFlag(true).DynamicRankSupportFlag(true).DynamicShapeSupportFlag(true);
this->AICore().AddConfig("ascend950", aicore_config);
}
};
OP_ADD(ApplyAdamW);
}