yeah you can see this as basically an additional training signal that's being sent to the objective function that that is hoping to yeah that is that is just using the the Augmented samples and then very similarly or actually slightly differently unsupervised data augmentation so this is when you have unsupervised unlabeled data this is a common way to to use that data for data on plantation you can basically take examine the output distribution prediction probability distributions for an unlabeled sample so here that's X and