NeuralNetwork.hpp

#ifndef NEURALNETWORK__H
#define NEURALNETWORK__H

#include <torch/torch.h>
#include "Config.hpp"
#include "Dict.hpp"

class NeuralNetworkImpl : public torch::nn::Module
{
  private : 

  int leftBorder{5};
  int rightBorder{5};
  int nbStackElements{2};

  protected :

  void setRightBorder(int rightBorder);
  void setLeftBorder(int leftBorder);
  void setNbStackElements(int nbStackElements);

  public :

  virtual std::vector<torch::Tensor> & denseParameters() = 0;
  virtual std::vector<torch::Tensor> & sparseParameters() = 0;
  virtual torch::Tensor forward(torch::Tensor input) = 0;
  std::vector<long> extractContext(Config & config, Dict & dict) const;
  int getContextSize() const;
};
TORCH_MODULE(NeuralNetwork);

#endif