public void TrainDisciminator(int cycles, string animieFolder)
{
string[] files = Directory.GetFiles(animieFolder);
for (int i = 0; i < cycles; ++i)
{
discriminator.SetInput(MatrixMafs.ArrDivNum(GetDoubleArr(File.ReadAllBytes(files[i % files.Length])), 255));
discriminator.OutputBerechnen();
discriminator.DeltawertBerechen(new double[] { 1 });
discriminator.Backpropagation();
discriminator.SetInput(SimpleNet.GetRandArr(750000, 0, 1));
discriminator.OutputBerechnen();
discriminator.DeltawertBerechen(new double[] { 0 });
discriminator.Backpropagation();
if (i % 1000 == 0)
{
Console.WriteLine("Trainingscycle nr " + i);
}
}
}
public UCDIG(SimpleNet discriminator, SimpleNet encoder, SimpleNet decoder)
{
this.discriminator = discriminator;
this.encoder = encoder;
this.decoder = decoder;
}