public unsafe void UpdateWeights(Trainable v, Tensor g)
{
//Console.WriteLine("Updating The Variable with ID " + v.UniqueId); trainable should have uniqueID
//Console.Write("Updating The Variable with ID " + v.UniqueId);
//Console.WriteLine(" -> " + g);
if (g.Shape.EqualShape(v.Weights.Shape))
{
float *ptr_v = (float *)v.Weights.Array;
float *ptr_m = (float *)g.Array;
VectorizationFloat.ElementWiseAddAVXBetaB(ptr_v, ptr_m, ptr_v, v.Weights.Shape.TotalSize, -v.LearningRateMultiplier * Hyperparameters.LearningRate);
}
else
{
throw new DimensionIncompability("The shapes of Variable and Gradient are different!");
}
}