- improved poet

- fixed time reversal in Rnn train and forward

git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@834 b431acfa-c32f-4a4a-93f1-934dc6c82436

source/poet.cpp

@@ -159,31 +159,12 @@ int main()
 	stack->loadTrainingBatch(".");
 	arma::mat t_vc = stack->trainingBatch();
 
-	Rbm::Params params = stack->getLayer(0)->params();
-	
 #if DO_TRAINING
-	int numGibbs = params.numGibbs;
-	params.numGibbs = 1;
-	stack->setParams(params);
 	RbmListener listener;
 	
 	// Phase 10
-	params.numEpochs = 2000;
-	stack->setParams(params);
 	stack->train(t_vc, &listener);
 
-#if 0
-	// Phase 11
-	params.numEpochs = 10000;
-	stack->setParams(params);
-	stack->train(t_vc, &listener);
-	
-	// Phase 20
-	params.numGibbs = numGibbs;
-	stack->setParams(params);
-	stack->train(t_vc, &listener);
-#endif
-	
 	stack->saveWeights(".");
 	stack->save(".");		
 
@@ -207,9 +188,6 @@ int main()
 #endif
 	
 #if DO_FORWARD
-	params.gibbsDoSampleHidden = false;
-	params.gibbsDoSampleVisible = false;
-	stack->setParams(params);
 	arma::mat state;
 	arma::mat curr;
 	for (int i=0; i < t_vc.n_rows; i++)