public bool IsSame(NeuralNetworkDTO rhs)
{
if (Layers.Length != rhs.Layers.Length)
{
return(false);
}
for (var i = 0; i < Layers.Length; i++)
{
if (Layers[i] != rhs.Layers[i])
{
return(false);
}
}
for (var i = 0; i < Species.Length; i++)
{
if (Species[i].Fitness != rhs.Species[i].Fitness)
{
return(false);
}
for (var j = 0; j < Species[i].Weights.Length; j++)
{
if (Species[i].Weights[j].IsSame(rhs.Species[i].Weights[j]) == false)
{
return(false);
}
if (Species[i].Biases[j].IsSame(rhs.Species[i].Biases[j]) == false)
{
return(false);
}
}
}
return(true);
}
public static NeuralNetwork FromDTO(NeuralNetworkDTO dto)
{
var species = new Species[dto.Species.Length];
for (var i = 0; i < species.Length; i++)
{
species[i] = Species.FromDTO(dto.Species[i]);
}
return(new NeuralNetwork(dto.Layers, species, 0));
}