* 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_gradient_descent_def.cpp
* \brief apply_gradient_descent def
*/
#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 ApplyGradientDescent : public OpDef {
public:
explicit ApplyGradientDescent(const char* name) : OpDef (name) {
this->Input("var")
.ParamType(REQUIRED)
.DataType(dataType)
.Format(dataFormat);
this->Input("alpha")
.ParamType(REQUIRED)
.DataType(dataType)
.Format(dataFormat);
this->Input("delta")
.ParamType(REQUIRED)
.DataType(dataType)
.Format(dataFormat);
this->Output("var")
.ParamType(REQUIRED)
.DataType(dataType)
.Format(dataFormat);
OpAICoreConfig aicoreConfig;
aicoreConfig.DynamicCompileStaticFlag(true)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.PrecisionReduceFlag(false);
this->AICore().AddConfig("ascend950", aicoreConfig);
}
};
OP_ADD(ApplyGradientDescent);
}