public static NeuralNetwork GetNetwork(WriteToCMDLine write)
{
Alpha2 a = new Alpha2(CMDLibrary.WriteNull);
NeuralNetwork net = datatype.LoadNetwork(write);
if (net.Datatype == Datatype.None)
{
net = new NeuralNetwork(datatype);
net.Layers.Add(new Layer(100, a.GetSize(), Activation.LRelu, 1e-5, 1e-5));
net.Layers.Add(new Layer(100, net.Layers.Last().Weights.GetLength(0), Activation.LRelu, 1e-5, 1e-5));
net.Layers.Add(new Layer(40, net.Layers.Last().Weights.GetLength(0), Activation.CombinedCrossEntropySoftmax));
}
return(net);
}
