serializatioin / deserialization and tests

tests/basis.cpp

@@ -1,10 +1,15 @@
 #include <NeuralNetwork/BasisFunction/Linear.h>
 #include <NeuralNetwork/BasisFunction/Product.h>
+#include <NeuralNetwork/BasisFunction/Radial.h>
+
+#include <NeuralNetwork/Network.h>
 
 #include <iostream>
 #include <cassert>
 #include <chrono>
 
+NEURAL_NETWORK_INIT();
+
 int main() {
 	{
 		NeuralNetwork::BasisFunction::Linear l;
@@ -38,4 +43,28 @@ int main() {
 		assert(l(w,i) > 0.05999);
 		assert(l(w,i) < 0.06001);
 	}
+
+	{
+		NeuralNetwork::BasisFunction::Linear l;
+		std::string tmp = l.serialize().serialize();
+		NeuralNetwork::BasisFunction::BasisFunction *deserialized =NeuralNetwork::BasisFunction::Factory::deserialize(l.serialize()).release();
+		assert(tmp==deserialized->serialize().serialize());
+		delete deserialized;
+	}
+
+	{
+		NeuralNetwork::BasisFunction::Product l;
+		std::string tmp = l.serialize().serialize();
+		NeuralNetwork::BasisFunction::BasisFunction *deserialized =NeuralNetwork::BasisFunction::Factory::deserialize(l.serialize()).release();
+		assert(tmp==deserialized->serialize().serialize());
+		delete deserialized;
+	}
+
+	{
+		NeuralNetwork::BasisFunction::Radial l;
+		std::string tmp = l.serialize().serialize();
+		NeuralNetwork::BasisFunction::BasisFunction *deserialized =NeuralNetwork::BasisFunction::Factory::deserialize(l.serialize()).release();
+		assert(tmp==deserialized->serialize().serialize());
+		delete deserialized;
+	}
 }