jens
51e6eef12e
git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@824 b431acfa-c32f-4a4a-93f1-934dc6c82436
52 lines
1.3 KiB
C++
52 lines
1.3 KiB
C++
/*
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* To change this license header, choose License Headers in Project Properties.
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* To change this template file, choose Tools | Templates
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* and open the template in the editor.
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*/
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/*
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* File: DeepStack.hpp
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* Author: jens
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*
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* Created on 25. Oktober 2019, 18:26
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*/
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#ifndef DEEPSTACK_HPP
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#define DEEPSTACK_HPP
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#include <string>
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#include <vector>
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#include <armadillo>
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#include <jsoncpp/json/json.h>
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#include "Layer.hpp"
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#include "AStack.hpp"
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class DeepStack : public AStack
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{
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public:
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DeepStack(const std::string &name);
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DeepStack(const DeepStack& orig) = delete;
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virtual ~DeepStack();
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void train(const arma::mat& batch, Rbm::IListener* pListener) override;
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void train(size_t layerId, const arma::mat& batch, Rbm::IListener* pListener) override;
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arma::mat upPass(size_t layerId, arma::mat const &v);
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arma::mat downPass(size_t layerId, arma::mat const &h);
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arma::mat upDownPass(size_t layerId, arma::mat const &v);
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size_t numTraining();
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void addTraining(const arma::mat &toAdd);
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void delTraining(int index);
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size_t loadTrainingBatch(const std::string &dir, bool doNormalize=false);
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size_t saveTrainingBatch(const std::string &dir);
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arma::mat& trainingBatch();
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private:
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arma::mat m_trainingBatch;
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};
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#endif /* DEEPSTACK_HPP */
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