internal override Vector <double> Process(Vector <double> input)
{
InputCache = input;
for (var i = 0; i < OutputHeight; i++)
{
for (var j = 0; j < OutputWidth; j++)
{
for (var inputFrame = 0; inputFrame < InputDepth; inputFrame++)
{
for (var f = 0; f < NFilters; f++)
{
// (inputFrame * NFilters + f) = the output frame
// OutputHeight * OutputWidth = Number of pixels per frame
int outputIndex = (inputFrame * NFilters + f) * OutputHeight * OutputWidth + i * OutputWidth + j;
DirectInputCache[outputIndex] = ApplyFilter(input, inputFrame, f, i * Stride, j * Stride);
}
}
}
}
return(10 * (ActFunc.Of(DirectInputCache) - 0.5)); // DEBUG 10*
}
internal override Vector <double> Process(Vector <double> input)
{
InputCache = input;
return(ActFunc.Of(input * Weights));
}