jens
084c4902d8
git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@815 b431acfa-c32f-4a4a-93f1-934dc6c82436
51 lines
1.1 KiB
C++
51 lines
1.1 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 &dir, const std::string &name, StackType type=StackType::None);
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DeepStack(const DeepStack& orig);
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virtual ~DeepStack();
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void train(Rbm::IListener* pListener);
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void weightsInit(double stddev);
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bool loadWeights();
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bool saveWeights();
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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(bool doNormalize=false);
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size_t saveTrainingBatch();
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arma::mat& trainingBatch();
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arma::mat trainingBatch(Layer *pLayer);
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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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