- assign training data with context

- calculate context on demand if empty

git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@773 b431acfa-c32f-4a4a-93f1-934dc6c82436

source/Layer.cpp

@@ -23,7 +23,7 @@ Layer::Layer(const string &name, size_t id, size_t numVisibleX, size_t numVisibl
 , m_numVisibleX(numVisibleX)
 , m_numVisibleY(numVisibleY)
 , m_numContext(numContext)
-, m_context(1, numContext)
+, m_context(0, numContext)
 {
 	cout << "Create Layer " << m_name << "." << to_string((int)m_id) << endl;
 	m_weightsFile = m_name + "." + to_string((int)m_id) + string(".weights.dat");

source/Layer.hpp

@@ -40,15 +40,15 @@ public:
 		{	
 			if (m_numContext)
 			{
-				arma::mat c_states = arma::zeros(batch.n_rows, m_numContext);
+				m_context = arma::zeros(batch.n_rows, m_numContext);
 				arma::mat ctx = arma::zeros(1, m_numContext);
 				for (int i=1; i < batch.n_rows; i++)
 				{
 					arma::mat h = prob(v_to_h(arma::join_rows(batch.row(i-1), ctx)));
 					ctx = h;
-					c_states.row(i) = ctx;
+					m_context.row(i) = ctx;
 				}
-				arma::mat batch_with_ctx = arma::join_rows(batch, c_states);
+				arma::mat batch_with_ctx = arma::join_rows(batch, m_context);
 				Rbm::setBatch(trainingData(batch_with_ctx));
 			}
 			else
@@ -123,9 +123,9 @@ public:
 		return vc.submat(0, numVisible() - m_numContext, 0, numVisible() - 1);
 	}
 
-	arma::mat to_vc(const arma::mat &v, const arma::mat &c) const
+	const arma::mat& context() const
 	{
-		return arma::join_rows(v, c);
+		return m_context;
 	}
 	
 private:

source/MainComponent.cpp

@@ -682,7 +682,7 @@ void MainComponent::sliderValueChanged (Slider* sliderThatWasMoved)
     {
         //[UserSliderCode_patterSlider] -- add your slider handling code here..
 		m_trainingIndex = (int)sliderThatWasMoved->getValue();
-		m_pLayer->setTrainingData(m_stack->trainingData().row(m_trainingIndex));
+		m_pLayer->setTrainingData(trainingAt(m_trainingIndex));
         //[/UserSliderCode_patterSlider]
     }
     else if (sliderThatWasMoved == WeightsSlider)
@@ -816,7 +816,7 @@ void MainComponent::comboBoxChanged (ComboBox* comboBoxThatHasChanged)
 		m_pLayer->redrawWeights(m_weightIndex);
 		if (m_stack->trainingData().n_rows > 0)
 		{
-			m_pLayer->setTrainingData(m_stack->trainingData().row(m_trainingIndex));
+			m_pLayer->setTrainingData(trainingAt(m_trainingIndex));
 		}
         //[/UserComboBoxCode_m_rbmSelect]
     }

source/MainComponent.hpp

@@ -124,6 +124,15 @@ private:
 		patterSlider->setRange(0, m_stack->numTraining()-1, 1);
 	}
 
+	const arma::mat trainingAt(size_t index)
+	{
+		if (m_pLayer->context().is_empty())
+		{
+			m_pLayer->setBatch(m_stack->trainingData());
+		}
+		return arma::join_rows(m_stack->trainingData().row(index), m_pLayer->context().row(index));
+	}
+	
 	void updateControls();
 	bool onProgress(Rbm *pRbm, const Rbm::Status &status) override;
 	

source/RbmComponent.cpp

@@ -279,12 +279,12 @@ void RbmComponent::gibbs(const arma::mat& vc)
 
 arma::mat RbmComponent::getTraining() const
 {
-	return to_vc(DrawVisibleTrain->getData(), DrawContextTrain->getData());
+	return arma::join_rows(DrawVisibleTrain->getData(), DrawContextTrain->getData());
 }
 
 arma::mat RbmComponent::getReconst() const
 {
-	return to_vc(DrawVisibleReconst->getData(), DrawContextReconst->getData());
+	return arma::join_rows(DrawVisibleReconst->getData(), DrawContextReconst->getData());
 }
 
 void RbmComponent::trainRedraw(const arma::mat& vc)
@@ -386,7 +386,7 @@ void RbmComponent::redrawWeights(size_t index)
 void RbmComponent::setTrainingData(arma::mat const& batch)
 {
 	RbmComponent *pComp = static_cast<RbmComponent*> (root());
-	pComp->upDownPass(to_vc(batch, pComp->DrawContextTrain->getData()));
+	pComp->upDownPass(batch);
 }
 //[/MiscUserCode]