know there's a lot of things here for example we use a batch size of 4096 split over 512 TP uv3 course with this setup training takes approximately 8 hours for resin at 50 so they train eight hours on 512 TP use just imagine that so that's sort of crazy amount of computation again going into these models and then the second thing here is that you can see that there are some things missing right here and there are these all these annotations which probably means that they take these numbers from those papers now they allude to to the fact