private NetworkDataModel NetworkViewModelToNetworkDataModel(NetworkVM networkVM)
{
var defData = new NetworkDataModel();
if (Guid.TryParse(networkVM.Id, out Guid id))
{
defData.Id = id;
}
defData.Name = networkVM.Name;
defData.ActivationFuncName = networkVM.CurrentFunc;
defData.LearningRate = networkVM.LearningRate;
defData.Layers = networkVM.Layers.Select(l => l.NeuronsCount).ToArray();
return(defData);
}
public NetworkVM GetViewModel()
{
NetworkVM networkVM = new NetworkVM(this)
{
Id = Id.ToString(),
Layers = new ObservableCollection <NetworkLayerVM>(Layers.ToLayerViewModels()),
CurrentFunc = FuncDictionary.GetFuncName(ActivationFunc),
LearningRate = LearningRate,
Name = Name,
IsPrototype = false,
Generation = Generation,
Storageid = StorageId.ToString()
};
return(networkVM);
}
public async void CreateNetwork(NetworkVM networkPrototype, string storageId = null)
{
var defData = NetworkViewModelToNetworkDataModel(networkPrototype);
var network = _factory.CreateInstance(defData);
if (string.IsNullOrEmpty(storageId))
{
storageId = DefaultStorage.Id.ToString();
}
network.StorageId = Guid.Parse(storageId);
var storage = GetStorageModel(storageId);
storage.AddInstance(network);
await SaveStorageAsync(storage.Id.ToString());
}