public Data(ShapedArray <double> inputs, ShapedArray <double> targets)
{
Inputs = inputs;
Targets = targets;
InputShape = inputs.Shape;
TargetShape = targets.Shape;
}
public ShapedArray <double> Predict(ShapedArray <double> inputs)
{
if (inputs.Shape != InputShape)
{
throw new ShapeMismatchException(nameof(inputs));
}
Forward(inputs, false);
return(GetOutput());
}
protected abstract void CalcGrads(ILoss loss, ShapedArray <double> targets);
protected abstract void Forward(ShapedArray <double> inputs, bool isTraining);
public ShapedArray <T> ToShape(Shape shape)
{
return(ShapedArray <T> .FromRef(shape, internalArray));
}