scaling like not happening in the way you'd expect or the try mods kind of suggest it's also in some that something's wrong you need to like tweak it or fine-tune it or come up with like to actually do the clever work I don't do much of that myself to fix it up and try to keep making progress yeah and then the other thing is just like writing efficient and smart code these days luckily hardware is proving and for the same price point so with things like FP 16 1/2 precision compute if you switch over to that with