public void ReadWeights(string fn)
{
string fn1;
string fn2;
if (fn.EndsWith(".xml"))
{
fn1 = fn.Substring(0, fn.Length - 4);
fn1 += " w.xml";
fn2 = fn.Substring(0, fn.Length - 4);
fn2 += " d.xml";
}
else
{
fn1 = fn + " w.xml";
fn2 = fn + " d.xml";
}
XmlSerializer xmlSerializer = new XmlSerializer(typeof(FeedForwardNNDescriptor));
using (FileStream fs = new FileStream(fn2, FileMode.Open))
{
Descriptor = (FeedForwardNNDescriptor)xmlSerializer.Deserialize(fs);
}
InitNN(Descriptor.LayersData);
xmlSerializer = new XmlSerializer(typeof(List <List <List <float> > >));
using (FileStream fs = new FileStream(fn1, FileMode.Open))
{
Weights = (List <List <List <float> > >)xmlSerializer.Deserialize(fs);
}
}
public List <List <float> > Outputs = new List <List <float> >(); // слой, номер нейрона в слое
public FeedForwardNN(FeedForwardNNDescriptor descriptor) // layersData - кол-во нейронов в слое, кол-во элементов layersdata = кол-во слоев
{
if (descriptor.LayersData != null)
{
Descriptor = descriptor;
InitNN(descriptor.LayersData);
}
}