prelu.h

/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.

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. */

#pragma once
#include <vector>

#include "paddle/fluid/operators/math/math_function.h"
#ifdef PADDLE_WITH_HIP
#include "paddle/fluid/platform/miopen_helper.h"
#else
#include "paddle/fluid/platform/cudnn_helper.h"
#endif

namespace paddle {
namespace operators {
namespace math {

#if defined(PADDLE_WITH_CUDA) || defined(PADDLE_WITH_HIP)
template <typename T>
class PreluChannelWiseDirectCUDAFunctor {
 public:
  void operator()(gpuStream_t stream, const T *input, const T *alpha, T *output,
                  size_t batch_size, size_t channel, bool channel_last,
                  size_t numel);
};

template <typename T>
class PreluElementWiseDirectCUDAFunctor {
 public:
  void operator()(gpuStream_t stream, const T *input, const T *alpha, T *output,
                  size_t batch_size, size_t numel);
};

template <typename T>
class PreluScalarDirectCUDAFunctor {
 public:
  void operator()(gpuStream_t stream, const T *input, const T *alpha, T *output,
                  size_t numel);
};

#endif

}  // namespace math
}  // namespace operators
}  // namespace paddle