in M this classification it's not particularly relevant now because M nest is considered solve but then you can clearly see that you know it's getting like 97% accuracy or something that range with putting SPMS and top so this is like a cool result at the time so here is another version of corrupting your image and trying to predict corruption or like trendy you try to hide some portion of your image and trying to predict the hidden portion so this is a people context encoders from the potato from work from Alyosha afer this group here