serializatioin / deserialization and tests

tests/recurrent.cpp

@@ -17,4 +17,16 @@ int main() {
 		float res= a.computeOutput({1,0.7})[0];
 		assert(res >  solutions[i]*0.999 && res < solutions[i]*1.001);
 	}
+
+	std::string str = a.stringify();
+	std::cout << str << std::endl;;
+
+	//deserialize and check it!
+	NeuralNetwork::Recurrent::Network *deserialized = (NeuralNetwork::Recurrent::Network::Factory::deserialize(str).release());
+	for(size_t i=0;i<solutions.size();i++) {
+		float res= a.computeOutput({1,0.7})[0];
+		float resDeserialized= deserialized->computeOutput({1,0.7})[0];
+		assert(fabs(resDeserialized-res) < 0.01);
+	}
+	delete deserialized;
 }