ConcatWordsNetwork.hpp

#ifndef CONCATWORDSNETWORK__H
#define CONCATWORDSNETWORK__H

#include "NeuralNetwork.hpp"

class ConcatWordsNetworkImpl : public NeuralNetworkImpl
{
  private :

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

  public :

  ConcatWordsNetworkImpl(int nbOutputs, const std::vector<int> & bufferContext, const std::vector<int> & stackContext);
  torch::Tensor forward(torch::Tensor input) override;
};

#endif