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layer3d.hpp
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layer3d.hpp
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#ifndef CPPCNN_LAYER3D_H_
#define CPPCNN_LAYER3D_H_
#include <iostream>
#include <array3d.hpp>
#include <vector>
using namespace std;
namespace cppcnn{
class Layer3D
{
public:
virtual void initialize() = 0;
virtual ~Layer3D(){};
virtual Array3d compute(const Array3d&) const = 0;
virtual Array3d activate(const Array3d&) const = 0;
virtual Array3d forward(const Array3d&) const = 0;
virtual Array3d get_layer_err(const Array3d&, const Array3d&) const = 0;
virtual Array3d backward(const Array3d&, const Array3d&) const = 0;
virtual void update(const Array3d&, const Array3d&, double) = 0;
virtual vector<vector<double> > get_learnable_parameters() const = 0;
virtual void set_learnable_parameters(vector<vector<double> >) = 0;
virtual bool is_learnable() const = 0;
};
} // namespace
#endif // CPPCNN_LAYER3D_H_