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

/**
 * 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_