public static unsafe void bb6()
{
Variable v = new Variable(new Dimension[] { 6 }, new Shape(3));
DynamicRecurrent r = new DynamicRecurrent(v.OuterDimensions, v.InnerDimensions, new[] { v },
(Layer me, List <Layer> x, Index t) =>
{
if (t[0] % 2 == 1)
{
return(new Terms.Add(x[0].GetTerm(t), me.GetTerm(t - 1)));
}
else
{
return(x[0].GetTerm(t));
}
});
r.PreCheck();
Index a = new Index(r.OuterShape);
a.SetZero();
for (int i = 0; i < r.OuterShape.TotalSize; i++, a.Increase(1))
{
Console.WriteLine(r.GetTerm(a).GetResult());
}
}
public virtual unsafe void Minimize()
{
DeleteTerms();
PreCheck();
Index a = new Index(OuterShape);
a.SetZero();
for (int i = 0; i < OuterShape.TotalSize; i++, a.Increase(1))
{
GetTerm(a);
}
if (Terms.Count > 1)
{
Terms.Add min = new Terms.Add(Terms.ToArray());
min.Minimize();
min.DeleteResults();
}
else if (Terms.Count == 1)
{
Terms[0].Minimize();
}
DeleteTerms();
}
public unsafe void MultiplyTerm()
{
Input x = new Input(4, 2, 1);
Tensor data = new Tensor((10, 3, 4), DeviceConfig.Host_Float);
for (int i = 0; i < data.Shape.TotalSize; i++)
{
((float *)data.Array)[i] = i / 12;
}
x.SetInput(data);
Index a = new Index(x.OuterShape);
a.SetZero();
for (int i = 0; i < x.OuterShape.TotalSize; i++, a.Increase(1))
{
Term t = x.GetTerm(a);
Console.WriteLine("Term " + i + ": " + x.GetTerm(a).GetResult());
Term mul = new Multiply(t, t);
Console.WriteLine("Term " + i + ": " + mul.GetResult());
mul.DeleteResults();
//todo check the result.
}
}
public static unsafe void bb4()
{
Input x = new Input(4, 2, 1);
var sum = new ShiftTime(x, new Dimension[] { -1 }); sum.Name = "sum";
Stopwatch c = new Stopwatch();
c.Start();
for (int i2 = 0; i2 < 1; i2++)
{
Tensor data = new Tensor((10, 3, 4), DeviceConfig.Host_Float);
for (int i = 0; i < data.Shape.TotalSize; i++)
{
((float *)data.Array)[i] = i / 12;
}
x.SetInput(data);
sum.PreCheck();
Index a = new Index(x.OuterShape);
a.SetZero();
for (int i = 0; i < x.OuterShape.TotalSize; i++, a.Increase(1))
{
Console.WriteLine("Term " + i + ":" + sum.GetTerm(a).GetResult());
}
c.Restart();
sum.Minimize();
c.Stop();
data.Dispose();
Console.WriteLine($"{i2} took {c.ElapsedMilliseconds}ms");
}
}