- more compact

- added Stack::weights init
- create smaller test.prj

git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@596 b431acfa-c32f-4a4a-93f1-934dc6c82436

source/main.cpp

@@ -89,9 +89,9 @@ int main()
 	size_t numTraining = batch.n_rows;
 	printf("Loaded %d training samples\n", (int)numTraining);
 
-#if 0
+#if 1
 	int i = 0;
-	Layer *lowerLayer = new Layer("Layer", i, 16, 16, 256);
+	Layer *lowerLayer = new Layer("Layer", i, 16, 16, 8);
 	stack.addLayer(lowerLayer);
 	
 	for (++i; i < 1; i++)
@@ -103,13 +103,16 @@ int main()
 
 	// Save project
 	stack.save();
+
+	// Shake weights
+	stack.weightsInit(0.01);
 #else	
+	// Load project
 	stack.load();
-#endif	
-	
 	// Load weights
 	stack.loadWeights();
-
+#endif	
+	
 	// Train stack
 	stack.train(batch, 1000, 1000, &statusDisplay);