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

46 lines
1.6 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_ACTIVATION_GRAD_H_
#define MINDSPORE_LITE_NNACL_FP32_GRAD_ACTIVATION_GRAD_H_
#include <math.h>
#include "nnacl/op_base.h"
#include "nnacl/fp32/arithmetic_fp32.h"
#include "nnacl/errorcode.h"
typedef struct ActivationGradParameter {
OpParameter op_parameter;
int type_;
float alpha_;
} ActivationGradParameter;
#ifdef __cplusplus
extern "C" {
#endif
int ReluGrad(float *src0, float *src1, size_t length, float *dst);
int Relu6Grad(float *src0, float *src1, size_t length, float *dst);
int LReluGrad(float *src0, float *src1, size_t length, float *dst, float alpha);
int SigmoidGrad(float *src0, float *src1, size_t length, float *dst);
int TanhGrad(float *src0, float *src1, size_t length, float *dst);
int HSwishGrad(float *src0, float *src1, size_t length, float *dst);
int HSigmoidGrad(float *src0, float *src1, size_t length, float *dst);
#ifdef __cplusplus
}
#endif
#endif // MINDSPORE_LITE_NNACL_FP32_GRAD_ACTIVATION_GRAD_H_