pick pixels independent of each other so this is a trick that deepmind has proposed if a former postdoc of my daddy find Carl Gregor which is you make you make the prediction of pixels sequential and you turn it into a classification problem for the great scale where it's you know one among 256 its it just strikes me as wrong you know it kind of work surprisingly well but you know it can be the ultimate answer no I think we'll find something better so there is actually yeah there is there is a second studies about this actually people who