mindspore2022/mindspore/lite/nnacl/fp32_grad/optimizer.h

41 lines
1.2 KiB
C

/**
* Copyright 2020 Huawei Technologies Co., Ltd
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#ifndef MINDSPORE_LITE_NNACL_FP32_GRAD_OPTIMIZER_H_
#define MINDSPORE_LITE_NNACL_FP32_GRAD_OPTIMIZER_H_
#include "nnacl/op_base.h"
typedef struct ApplyMomentumParameter {
OpParameter op_parameter_;
bool use_nesterov_;
float grad_scale_;
} ApplyMomentumParameter;
typedef struct SgdParameter {
OpParameter op_parameter_;
float dampening_;
bool use_nesterov_;
float weight_decay_;
} SgdParameter;
typedef struct AdamParameter {
OpParameter op_parameter_;
bool use_nesterov_;
} AdamParameter;
#endif // MINDSPORE_LITE_NNACL_FP32_GRAD_OPTIMIZER_H_