private LinearLayer(LinearLayer <T> other) : base(other)
{
_weights = other._weights.Clone();
_bias = other._bias.Clone();
RegisterWeights(_bias, _weights);
}
public AffineLayer(BinaryReader reader)
{
var activationType = (AffineActivation)reader.ReadInt32();
if (activationType == AffineActivation.None)
{
throw new InvalidOperationException("Invalid activation type loaded from file!");
}
_linearLayer = new LinearLayer <T>(reader);
_activationLayer = LoadAffineActivationLayer(activationType, reader);
}
public AffineLayer(AffineLayer <T> other) : base(other)
{
_activationType = other._activationType;
_linearLayer = (LinearLayer <T>)other._linearLayer.Clone();
_activationLayer = other._activationLayer.Clone();
}
public AffineLayer(int xSize, int ySize, AffineActivation activation, IMatrixInitializer <T> matrixInitializer)
{
_activationType = activation;
_linearLayer = new LinearLayer <T>(xSize, ySize, matrixInitializer);
_activationLayer = GetAffineActivationLayer(activation, ySize);
}
public AffineLayer(int xSize, int ySize, AffineActivation activation)
{
_activationType = activation;
_linearLayer = new LinearLayer <T>(xSize, ySize);
_activationLayer = GetAffineActivationLayer(activation, ySize);
}