protected override NetworkVector _run(NetworkVector inputvalues)
{
if (inputvalues.Dimension != NumberOfInputs)
{
throw new ArgumentException("The dimension of the input does not match this WeightedCombinger.");
}
VectorInput = inputvalues;
BatchInput = null;
return(Biases.SumWith(Weights.LeftMultiply(inputvalues)));
}
protected override NetworkVector _run(NetworkVector inputvalues)
{
if (inputvalues.Dimension != NumberOfInputs)
{
throw new ArgumentException("Input dimension does not match this Layer.");
}
VectorInput = inputvalues;
BatchInput = null;
List <NetworkVector> outputParts = new List <NetworkVector>();
foreach (NetworkVector inputPart in _segment(inputvalues))
{
outputParts.Add(Biases.SumWith(Weights.LeftMultiply(inputPart)));
}
return(NetworkVector.Concatenate(outputParts));
}
