and yes so you can see in the first case where there's an X that's where they're not using any tsa and so you can see in both cases applying some schedule does improve the results and you can also see that it's it's slightly different for the two cases and I think for CFR 10 there were 4,000 examples and so that's optimal with the linear schedule and Yelp five was about 2,500 and so that's that's one of the lower data settings that are that they hypothesized would be best with the exponential schedule and then the other one was for a question