internal static void SaveNetwork(INeuralNetwork neuralNetwork, string filePath, string fileName)
{
var buffer = new NetworkBuffer();
buffer.WriteString(Global.VERSION);
buffer.WriteInt32(neuralNetwork.Layers.Count);
for (int i = 0; i < neuralNetwork.Layers.Count; ++i)
{
var layer = neuralNetwork.Layers[i];
buffer.WriteLayer(layer);
}
if (!Directory.Exists(filePath))
{
Directory.CreateDirectory(filePath);
}
var path = $"{filePath}/{fileName}.{Global.FILE_SUFFIX}";
FileStream stream = new FileStream(path, FileMode.OpenOrCreate);
var bytes = buffer.ToBytes();
buffer.Close();
stream.Write(bytes, 0, bytes.Length);
stream.Close();
}
internal static NeuralNetwork LoadNetwork(string path)
{
if (!path.EndsWith("." + Global.FILE_SUFFIX))
{
path += "." + Global.FILE_SUFFIX;
}
if (!File.Exists(path))
{
throw new FileNotFoundException($"Can't find the file:{path}");
}
NeuralNetwork neuralNetwork = new NeuralNetwork();
FileStream stream = new FileStream(path, FileMode.Open);
NetworkBuffer buff = new NetworkBuffer(stream);
neuralNetwork.Version = buff.ReadString();
int layerCount = buff.ReadInt32();
for (int i = 0; i < layerCount; ++i)
{
var layer = buff.ReadLayer();
neuralNetwork.AddLayer(layer);
}
buff.Close();
return(neuralNetwork);
}