#ifndef RTLSTMNETWORK__H
#define RTLSTMNETWORK__H

#include "NeuralNetwork.hpp"

class RTLSTMNetworkImpl : public NeuralNetworkImpl
{
  private :

  torch::nn::Embedding wordEmbeddings{nullptr};
  torch::nn::Linear linear1{nullptr};
  torch::nn::Linear linear2{nullptr};
  torch::nn::Dropout dropout{nullptr};
  torch::nn::LSTM lstm{nullptr};

  public :

  RTLSTMNetworkImpl(int nbOutputs, int leftBorder, int rightBorder, int nbStackElements);
  torch::Tensor forward(torch::Tensor input) override;
};

#endif