used the DA benchmark we've been enabled around hundreds of experiments much better here but all we were able to do here was toggle flags inside some Google 3 models and so in particular you know in this case what we could do is we could turn off the LT regularization and we could turn off the the drop out sorry the UM data augmentation and you could still get perfect dieter palatial and even note that the top five accuracy here is only 19 point three sorry tight error top tight five errors only ninety point three you try to get to something