public void Load(string file)
{
string json = File.ReadAllText(file);
NetworkMemory memory = JsonConvert.DeserializeObject <NetworkMemory>(json);
Sizes = memory.Sizes;
NumberOfLayer = memory.Sizes.Length;
Biases = memory.Biases.Select(b => new Matrix(b)).ToArray();
Weights = memory.Weights.Select(w => new Matrix(w)).ToArray();
}
/// <summary>
/// Save wieghts and biases within a file
/// </summary>
/// <param name="file">path to the file</param>
public void Save(string file)
{
NetworkMemory memory = new NetworkMemory
{
Biases = Biases.Select(b => b.mat).ToArray(),
Weights = Weights.Select(b => b.mat).ToArray(),
Sizes = Sizes
};
JsonSerializer serializer = new JsonSerializer();
using (StreamWriter sw = new StreamWriter(file))
using (JsonWriter writer = new JsonTextWriter(sw))
{
serializer.Serialize(writer, memory);
}
}