that they try to follow their protocol as closely as possible but I mean that's never that's never given or almost never unless they release like the exact code and even then there are still going to be differences in even like you'd have to replicate the exact thing on the exact same number of TPU cores and whatnot so I I highly like these numbers seem to be I'm not sure especially if you then go and look and at some point they actually do reproduce the same clear baseline so you can see right here that they have a own implementation of