public void TestXMLSerializationAndDeserialization()
{
IActivationFunction func = new BipolarSigmoid(2.0);
var layerCounts = new List<int>();
layerCounts.Add(5);
layerCounts.Add(10);
layerCounts.Add(1);
var network = new Network(5, 3, layerCounts, func, new RandomInitializer());
var serializer = new DataContractSerializer(typeof(Network), new[] { func.GetType(), typeof(RandomInitializer) });
var settings = new XmlWriterSettings();
settings.Indent = true;
settings.IndentChars = " ";//4 spaces
string file = "serialized_net.xml";
using (var writer = XmlWriter.Create(file, settings))
{
serializer.WriteObject(writer, network);
}
Network newNet = (Network)serializer.ReadObject(XmlReader.Create(file));
Assert.IsNotNull(newNet);
Assert.AreEqual(5, newNet.Inputs);
Assert.AreEqual(3, newNet.LayersCount);
Assert.IsTrue(0 < newNet[0][0].Weights[0]);
Assert.AreEqual(typeof(BipolarSigmoid), newNet[0][0].ActivationFunction.GetType());
}
public void TestXMLSerialization()
{
IActivationFunction func = new BipolarSigmoid(2.0);
var layerCounts = new List<int>();
layerCounts.Add(5);
layerCounts.Add(10);
layerCounts.Add(1);
var network = new Network(5, 3, layerCounts, func, new RandomInitializer());
var serializer = new DataContractSerializer(typeof(Network),new[]{func.GetType(), typeof(RandomInitializer)});
var fileName = "serialized_net.xml";
var settings = new XmlWriterSettings();
settings.Indent = true;
settings.IndentChars = " ";//4 spaces
using (var writer = XmlWriter.Create(fileName, settings))
{
serializer.WriteObject(writer, network);
}
var fInfo = new FileInfo(fileName);
Assert.IsTrue(fInfo.Exists);
Assert.IsTrue(fInfo.Length > 0);
}
