public override void Optimize()
{
Matrix deltaW = OptimizerFunction.CalculateDeltaW(Params["W"], Grads["DW"]);
Matrix deltaB = OptimizerFunction.CalculateDeltaB(Params["B"], Grads["DB"]);
Params["W"] -= deltaW;
Params["B"] -= deltaB;
}
public void Optimize()
{
MatrixData data = Data;
for (int i = 1; i < Layers.Count; i++)
{
Data.Data["W" + i.ToString()] -= Matrix.Transpose(OptimizerFunction.CalculateDeltaW(Data.Data["W" + i.ToString()], Data.Data["dW" + i.ToString()]));
Data.Data["b" + i.ToString()] -= OptimizerFunction.CalculateDeltaB(Data.Data["b" + i.ToString()], Data.Data["db" + i.ToString()]);
}
Data = data;
}