public void AddLayer(Layers.LayerBase <T> layer)
{
var previousLayer = this.Layers.LastOrDefault();
if (previousLayer != null)
{
layer.AcceptParent(previousLayer);
}
this.Layers.Add(layer);
this.Op = this.Layers.Last().Op;
if (layer is Layers.ILastLayer <T> lastLayer)
{
this.Cost = lastLayer.Cost;
this.Session.Differentiate(this.Cost, Ops <T> .One);
}
}
public override void AcceptParent(LayerBase <T> parent)
{
base.AcceptParent(parent);
this.Op = ConvNetSharp <T> .Instance.Relu(parent.Op);
}
public override void AcceptParent(LayerBase <T> parent)
{
base.AcceptParent(parent);
this.Op = parent.Op.Graph.Tanh(parent.Op);
}