public Variable(Dimension[] OuterDimensions, Terms.Variable w, bool setzero = false, bool randomize = true, string RandMethod = "")
{
this.W = w;
if (setzero)
{
W.Weights.SetFloat(0);
}
else if (randomize)
{
Randomiz.Randomize((float *)W.Weights.Array, W.Shape.TotalSize);
}
this.InnerShape = w.Shape.Clone();
this.InnerDimensions = new Dimension[w.Shape.N];
for (int i = 0; i < w.Shape.N; i++)
{
this.InnerDimensions[i] = w.Shape[i];
}
this.OuterDimensions = OuterDimensions;
}
public Variable(Dimension[] OuterDimensions, Shape s, bool setzero = false, bool randomize = true, string RandMethod = "") //add initializers etc
{
W = new Terms.Variable(s.Clone());
if (setzero)
{
W.Weights.SetFloat(0);
}
else if (randomize)
{
Randomiz.Randomize((float *)W.Weights.Array, s.TotalSize);
}
this.InnerShape = s;
this.InnerDimensions = new Dimension[s.N];
for (int i = 0; i < s.N; i++)
{
this.InnerDimensions[i] = s[i];
}
this.OuterDimensions = OuterDimensions;
}