- RBM fixed progress indication

git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@569 b431acfa-c32f-4a4a-93f1-934dc6c82436

source/Rbm.cpp

@@ -47,7 +47,7 @@ void Rbm::train(const arma::mat& batch, size_t numEpochs, size_t miniBatchSize,
 	size_t trainingSizeRemain = trainingSize;
 	size_t batchRowIndex = 0;
 	
-	double dProgress = 1.0/(numEpochs*(double)trainingSize/std::min(miniBatchSize, trainingSize));
+	double dProgress = 1.0/trainingSize;
 
 	arma::mat grad_bias_v(arma::zeros(1, m_w.n_rows));
 	arma::mat grad_bias_h(arma::zeros(1, m_w.n_cols));
@@ -63,11 +63,10 @@ void Rbm::train(const arma::mat& batch, size_t numEpochs, size_t miniBatchSize,
 	while (trainingSizeRemain)
 	{
 		status.trainingSizeRemain = trainingSizeRemain;
-		size_t toSlice = std::min(miniBatchSize, trainingSizeRemain);
-		arma::mat miniBatch = batch.rows(batchRowIndex, batchRowIndex+toSlice-1);
-		trainingSizeRemain -= toSlice;
-		batchRowIndex += toSlice;
-		size_t miniBatchSizeActual = miniBatch.n_rows;
+		size_t miniBatchSizeActual = std::min(miniBatchSize, trainingSizeRemain);
+		arma::mat miniBatch = batch.rows(batchRowIndex, batchRowIndex+miniBatchSizeActual-1);
+		trainingSizeRemain -= miniBatchSizeActual;
+		batchRowIndex += miniBatchSizeActual;
 		double learning_rate = m_params.m_learningRate/std::min(miniBatchSizeActual, trainingSize);
 		double weight_decay = m_params.m_weightDecay/std::min(miniBatchSizeActual, trainingSize);
 
@@ -150,8 +149,6 @@ void Rbm::train(const arma::mat& batch, size_t numEpochs, size_t miniBatchSize,
 			m_bh += learning_rate*momentum_bias_h;
 			m_w += learning_rate*momentum_weights;
 			
-			status.progress += dProgress;
-			
 		} // Number of epochs
 			
 		status.epoch = epoch;
@@ -159,6 +156,7 @@ void Rbm::train(const arma::mat& batch, size_t numEpochs, size_t miniBatchSize,
 		arma::mat diffErr_squared = diffErr % diffErr;
 		status.err = accu(diffErr_squared)/diffErr_squared.n_elem;
 		status.err_total = 0;
+		status.progress += dProgress*miniBatchSizeActual;
 		
 		if (pListener)
 		{

source/Rbm.hpp

@@ -25,12 +25,12 @@ public:
 	{
 		Params()
 		: m_weightInit(0.01)
-		, m_weightDecay(0.0)
+		, m_weightDecay(0.001)
 		, m_learningRate(0.1)
 		, m_momentum(0.5)
 		, m_doRaoBlackwell(true)
 		, m_gibbsDoSampleVisible(false)
-		, m_gibbsDoSampleHidden(false)
+		, m_gibbsDoSampleHidden(true)
 		, m_doSampleBatch(false)
 		, m_numGibbs(1)
 		{

source/main.cpp

@@ -126,4 +126,4 @@ int main()
 	arma::mat h = rbm.toHiddenProbs(v);
 	arma::mat r = rbm.toVisibleProbs(h);
 	return 0;
-}
+}