- use std::string for filenames
git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@572 b431acfa-c32f-4a4a-93f1-934dc6c82436
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+12
-6
@@ -1,6 +1,7 @@
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#include <streambuf>
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#include <cstdio>
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#include <cmath>
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#include <string>
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#include <armadillo>
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#include "Rbm.hpp"
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@@ -24,16 +25,17 @@ class RbmListener : public Rbm::IListener
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}
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};
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arma::mat loadTraining(const char *pFilename)
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arma::mat loadTraining(const std::string &filename)
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{
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uint32_t numTraining = 0;
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uint32_t numVisible = 0;
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FILE *pFile;
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pFile = fopen(pFilename,"r");
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pFile = fopen(filename.c_str(), "r");
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if (!pFile)
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{
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std::cout << "Could not open " << filename << "!" << std::endl;
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return 0;
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}
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@@ -67,14 +69,17 @@ arma::mat loadTraining(const char *pFilename)
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}
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void saveWeight(const char *pFilename, size_t numVisibleX, size_t numVisibleY, const arma::mat &w, const arma::mat &bv, const arma::mat &bh)
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void saveWeight(const std::string &filename, size_t numVisibleX, size_t numVisibleY, const arma::mat &w, const arma::mat &bv, const arma::mat &bh)
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{
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FILE *pFile;
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pFile = fopen(pFilename,"w");
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pFile = fopen(filename.c_str(), "w");
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if (!pFile)
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{
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std::cout << "Could not open " << filename << "!" << std::endl;
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return;
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}
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size_t numHidden = bh.n_elem;
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size_t numVisible = bv.n_elem;
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@@ -106,9 +111,10 @@ int main()
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{
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printf("Hallo, Welt!\n");
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const std::string project("mnist");
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RbmListener statusDisplay;
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Rbm::Params params;
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arma::mat batch = loadTraining("mnist_2.training.dat");
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arma::mat batch = loadTraining(project + std::string(".training.dat"));
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size_t numTraining = batch.n_rows;
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size_t numVisible = batch.n_cols;
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@@ -121,7 +127,7 @@ int main()
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arma::mat bh = arma::zeros(1, numHidden);
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Rbm rbm(params, w, bv, bh);
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rbm.train(batch, 1000, 100, &statusDisplay);
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saveWeight("mnist_2.weights.dat", 28, 28, w, bv, bh);
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saveWeight(project + std::string(".weights.dat"), 28, 28, w, bv, bh);
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arma::mat v = arma::randu(numTraining, numVisible);
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arma::mat h = rbm.toHiddenProbs(v);
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arma::mat r = rbm.toVisibleProbs(h);
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