private void Forward(bool isTraining)
{
if (lastOp == Ops.Forward)
{
return;
}
InNodes.ForEach(N =>
{
if (N.lastOp != Ops.Forward)
{
return;
}
});
lastOp = Ops.Forward;
Layers.ForEach(L => L.Forward(isTraining));
OutNodes.ForEach(N => N.Forward(isTraining));
}
private void CalcGrads()
{
if (lastOp == Ops.CalcGrads)
{
return;
}
OutNodes.ForEach(N =>
{
if (N.lastOp != Ops.CalcGrads)
{
return;
}
});
lastOp = Ops.CalcGrads;
for (int i = Length - 1; i >= 0; i--)
{
Layers[i].CalcGrads();
}
InNodes.ForEach(N => N.CalcGrads());
}