public LayerInfo(ModelLayerBase paLayer, NetModelBase paNetModelBase)
{
_model = paNetModelBase;
Layer = paLayer;
var conv = paLayer as NeuralNetConvReluLayerModel;
var pooling = paLayer as NeuralNetConvolvingLayerModel;
var output = paLayer as NeuralNetOutputLayerModel;
var hidden = paLayer as FullyConectedLayerModel;
if (conv != null || pooling != null)
{
Name = conv != null ? "conv relu layer" : "max pooling layer";
}
else if (output != null || hidden != null)
{
Name = output != null ? "output FCN layer" : "hidden FCN layer";
}
else if (paLayer is NeuralNetDropoutLayerModel)
{
Name = "dropout layer";
}
if (Layer != null)
{
Layer.PropertyChanged += LayerOnPropertyChanged;
}
}
public void ChangeModel([NotNull] NetModelBase paModel)
{
if (_model == null)
{
throw new Exception("This method is only for changing model. If you want to add model please use constructor of the class.");
}
_model = paModel;
}
public NetModelCreator(NetModelBase paModel) : this()
{
paModel.Layers.ForEach(l =>
{
var layer = l.Clone();
layer.ChangeModel(this);
ModelLayers.Add(layer);
}).ExecuteQuery();
ModelName = (string)paModel.ModelName.Clone();
}