- added Stack::loadTraining(), Stack::addTraing(), Stack::delTraining()
git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@623 b431acfa-c32f-4a4a-93f1-934dc6c82436
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@@ -61,6 +61,11 @@ void Stack::addLayer(Layer *pOtherLayer)
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}
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}
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void Stack::delLayer(Layer* pLayer)
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{
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assert(!"Stack::delLayer: Not implemented!");
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}
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Layer* Stack::getLayer(size_t layerId) const
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{
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Layer *pLayer = m_pLayers;
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@@ -208,3 +213,62 @@ void Stack::train(size_t layerId, const arma::mat& batch, Rbm::IListener* pListe
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}
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}
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arma::mat Stack::loadTraining()
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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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std::string filename = m_name + ".training.dat";
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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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int result = fscanf(pFile, "%d\n", &numTraining);
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if (result < 0)
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{
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return 0;
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}
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result = fscanf(pFile, "%d\n", &numVisible);
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if (result < 0)
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{
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return 0;
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}
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arma::mat data = arma::zeros(numTraining, numVisible);
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uint32_t i, j;
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for (i=0; i < numTraining; i++)
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{
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for (j=0; j < numVisible; j++)
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{
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float v;
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int result = fscanf(pFile, "%f", &v);
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if (result > 0)
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{
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data(i, j) = v;
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}
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}
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}
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fclose(pFile);
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return data;
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}
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size_t Stack::numTraining(const arma::mat &batch)
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{
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return batch.n_rows;
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}
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void Stack::addTraining(arma::mat &batch, const arma::mat &toAdd)
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{
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batch.insert_rows(batch.n_rows, toAdd);
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}
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void Stack::delTraining(arma::mat &batch, int index)
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{
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batch.shed_row(index);
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}
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