jens
30555df649
git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@617 b431acfa-c32f-4a4a-93f1-934dc6c82436
71 lines
1.2 KiB
C++
71 lines
1.2 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: Layer.hpp
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* Author: jens
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*
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* Created on 25. Oktober 2019, 08:13
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*/
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#ifndef RBMLAYER_HPP
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#define RBMLAYER_HPP
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#include <string>
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#include <armadillo>
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#include <jsoncpp/json/json.h>
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#include "Rbm.hpp"
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#include "ILayer.hpp"
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class Layer : public Rbm
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{
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public:
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Layer *upper;
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Layer *lower;
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Layer(const std::string &prjname, size_t id, size_t numVisibleX, size_t numVisibleY, size_t numHidden);
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Layer(const Layer& orig);
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virtual ~Layer();
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Json::Value toJson() const;
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bool loadWeights(const std::string &prjname="");
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bool saveWeights(const std::string &prjname="");
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arma::mat up_pass(const arma::mat& hidden);
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arma::mat down_pass(const arma::mat& visible);
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size_t id()
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{
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return m_id;
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}
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int numVisibleX()
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{
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return m_numVisibleX;
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}
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int numVisibleY()
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{
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return m_numVisibleY;
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}
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int numHidden()
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{
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return m_bh.n_elem;
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}
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private:
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std::string m_name;
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std::string m_weightsFile;
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size_t m_id;
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size_t m_numVisibleX;
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size_t m_numVisibleY;
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};
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#endif /* RBMLAYER_HPP */
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