now you're considerably better than the original Alex net if you pick an even bigger model you keep going down she wants here I'm sure he tried something even larger we just ran out of time so right so somehow here that the the the regularization parameters turned out to be just knobs that you can tune in terms of you could also tune architectures you could do lots of things and keep pushing this error down and indeed we saw the same thing on image net where here we have chicken frog Deere and truck much more clear right I