I can't speak for this specific model/extension, but "most" neural networks aren't that big at the end of the day, and you are just a few matrix dot products away from getting your classification (of course, I'm drastically simplifying).

Its the training that takes forever, due to the fact all those numbers need tweaking. However one you have the model, classifying is pretty fast.