public override void Serialize(XmlWriter writer)
{
writer.WriteStartElement(GetType().Name);
writer.XmlSerialize(Weights.ToColumnArrays());
writer.XmlSerialize(Biases.ToArray());
writer.WriteEndElement();
}
public override void Serialize(XmlWriter writer)
{
writer.WriteStartElement(GetType().Name);
for (int x = 0; x < Weights.Length; x++)
{
for (int y = 0; y < Weights[x].Length; y++)
{
writer.XmlSerialize(Weights[x][y].ToColumnArrays());
}
}
writer.XmlSerialize(Biases.ToArray());
writer.WriteEndElement();
}
public override Layer Copy()
{
Dense l = new Dense();
l.Activations = Activations.ToArray();
if (!IsInputLayer)
{
l.Weights = Weights.ToArray();
l.Biases = Biases.ToArray();
}
l.ActivationFunc = ActivationFunc;
l.IsInputLayer = IsInputLayer;
return(l);
}
public double[] GetBiases()
{
return(Biases.ToArray());
}
public new void SetBiases(double[] array)
{
base.SetBiases(array);
Biases.ToArray().ForEach((q, i) => _biasOptimizers[i].SetValue(q));
}
