CUDANet/include/layers/avg_pool.hpp

#pragma once

#include "layer.hpp"

namespace CUDANet::Layers {

class AvgPool2d : public CUDANet::Layer {
  public:
    AvgPool2d(
        CUDANet::Shape input_shape,
        CUDANet::Shape pool_shape,
        CUDANet::Shape stride_shape,
        CUDANet::Shape padding_shape,
        CUDANet::Backend *backend
    );
    AvgPool2d(
        CUDANet::Shape input_shape,
        CUDANet::Shape pool_shape,
        CUDANet::Shape stride_shape,
        CUDANet::Shape padding_shape,
        CUDANet::DType dtype,
        CUDANet::Backend *backend
    );

    ~AvgPool2d();

    CUDANet::Tensor& forward(CUDANet::Tensor& input) override;

    CUDANet::Shape input_shape() override;

    CUDANet::Shape output_shape() override;

    size_t input_size() override;

    size_t output_size() override;

    void set_weights(void* input) override;

    size_t get_weights_size() override;

    void set_biases(void* input) override;

    size_t get_biases_size() override;

  protected:
    CUDANet::Shape in_shape;

    CUDANet::Shape pool_shape;
    CUDANet::Shape stride_shape;
    CUDANet::Shape padding_shape;

    CUDANet::Shape  out_shape;
    CUDANet::Tensor output;

    CUDANet::Backend *backend;
};

class AdaptiveAvgPool2d : public AvgPool2d {
  public:
    AdaptiveAvgPool2d(CUDANet::Shape input_shape, CUDANet::Shape output_shape, CUDANet::Backend *backend);
    AdaptiveAvgPool2d(CUDANet::Shape input_shape, CUDANet::Shape output_shape, CUDANet::DType dtype, CUDANet::Backend *backend);
};

}  // namespace CUDANet::Layers