diff --git a/source/main.cpp b/source/main.cpp index 3b7d971..a4fe449 100644 --- a/source/main.cpp +++ b/source/main.cpp @@ -1,6 +1,7 @@ #include #include #include +#include #include #include "Rbm.hpp" @@ -24,16 +25,17 @@ class RbmListener : public Rbm::IListener } }; -arma::mat loadTraining(const char *pFilename) +arma::mat loadTraining(const std::string &filename) { uint32_t numTraining = 0; uint32_t numVisible = 0; FILE *pFile; - pFile = fopen(pFilename,"r"); + pFile = fopen(filename.c_str(), "r"); if (!pFile) { + std::cout << "Could not open " << filename << "!" << std::endl; return 0; } @@ -67,14 +69,17 @@ arma::mat loadTraining(const char *pFilename) } -void saveWeight(const char *pFilename, size_t numVisibleX, size_t numVisibleY, const arma::mat &w, const arma::mat &bv, const arma::mat &bh) +void saveWeight(const std::string &filename, size_t numVisibleX, size_t numVisibleY, const arma::mat &w, const arma::mat &bv, const arma::mat &bh) { FILE *pFile; - pFile = fopen(pFilename,"w"); + pFile = fopen(filename.c_str(), "w"); if (!pFile) + { + std::cout << "Could not open " << filename << "!" << std::endl; return; + } size_t numHidden = bh.n_elem; size_t numVisible = bv.n_elem; @@ -106,9 +111,10 @@ int main() { printf("Hallo, Welt!\n"); + const std::string project("mnist"); RbmListener statusDisplay; Rbm::Params params; - arma::mat batch = loadTraining("mnist_2.training.dat"); + arma::mat batch = loadTraining(project + std::string(".training.dat")); size_t numTraining = batch.n_rows; size_t numVisible = batch.n_cols; @@ -121,7 +127,7 @@ int main() arma::mat bh = arma::zeros(1, numHidden); Rbm rbm(params, w, bv, bh); rbm.train(batch, 1000, 100, &statusDisplay); - saveWeight("mnist_2.weights.dat", 28, 28, w, bv, bh); + saveWeight(project + std::string(".weights.dat"), 28, 28, w, bv, bh); arma::mat v = arma::randu(numTraining, numVisible); arma::mat h = rbm.toHiddenProbs(v); arma::mat r = rbm.toVisibleProbs(h);