public static ReluLayer Relu(this ConvLayer layer)
{
var relu = new ReluLayer();
layer.ConnectTo(relu);
layer.BiasPref = 0.1;
layer.UpdateOutputSize();
return(relu);
}
public static ReluLayer <T> Relu <T>(this ConvLayer <T> layer) where T : struct, IEquatable <T>, IFormattable
{
var relu = new ReluLayer <T>();
layer.ConnectTo(relu);
layer.BiasPref = (T)Convert.ChangeType(0.1, typeof(T)); // can we do better?
layer.UpdateOutputSize();
return(relu);
}
public static ConvLayer Stride(this ConvLayer layer, int stride)
{
layer.Stride = stride;
layer.UpdateOutputSize();
return(layer);
}
public static ConvLayer Pad(this ConvLayer layer, int pad)
{
layer.Pad = pad;
layer.UpdateOutputSize();
return(layer);
}
public static ConvLayer <T> Stride <T>(this ConvLayer <T> layer, int stride) where T : struct, IEquatable <T>, IFormattable
{
layer.Stride = stride;
layer.UpdateOutputSize();
return(layer);
}
public static ConvLayer <T> Pad <T>(this ConvLayer <T> layer, int pad) where T : struct, IEquatable <T>, IFormattable
{
layer.Pad = pad;
layer.UpdateOutputSize();
return(layer);
}