the same number of updates for more data or data points you know I'm not I'm not sure it'll make a difference I see your point and I'd have to check to see exactly what they did but we can discuss this offline yeah but yeah so so one interesting point to kind of make here and I think this is actually connected to some of the theoretical work in this that's that sort of come up in related topics is if you do a better job of actually picking the subsets of data that you train on you actually do see significant performance gains and I