public static unsafe void bb()
{
Terms.Variable w = new Terms.Variable(new Shape(1, 3));
w.SetValue(new float[1, 3] {
{ 2, 3, 1 }
});
Terms.Variable w2 = new Terms.Variable(new Shape(1, 3));
w2.SetValue(new float[1, 3] {
{ 1, 1, 1 }
});
Terms.Add s = new Terms.Add(w, w2);
Hyperparameters.LearningRate = 1;
Console.WriteLine(s.GetResult());
for (int i = 0; i < 1000; i++)
{
s.Minimize();
}
s.DeleteResults();
Console.WriteLine(s.GetResult());
Console.WriteLine(w.GetResult());
w.Clean();
w2.Clean();
s.DeleteResults();
//Variables should be cleaned manually and disposed manually! All other terms should call dispose method.
}
public unsafe DenseModule(int prevsize, int size, string act = "")
{
this.activation = act;
this.size = size;
this.prevsize = prevsize;
w = new Terms.Variable(new Shape(prevsize, size));
b = new Terms.Variable(new Shape(1, size));
Randomiz.Randomize((float *)w.Weights.Array, w.Shape.TotalSize);
Randomiz.Randomize((float *)b.Weights.Array, b.Shape.TotalSize);
}
