you're that you're solving in the particular data set and so so we'll see we'll see an example of that in the augmentation strategies they applied yep so this is the the training set up that they applied so on the left hand side we have the labeled data and it's so split up to x and y star part of me x is fed in through m that's the model and then we just have the standard supervised cross entropy loss being calculated here that's feeding up into a final loss on the right hand side is where they take the unlabeled data and and they do two