translation problems or rear the video and if all they care about is perceptual quality and controllable generation and you don't have a lot of compute this is often the case for any any kind of start up again it's like the best choice to go for so that's it for generative models next let's look at South provides representation learning it which is our final topic so south supervised image classification has seen rapid advance in the last one and a half years just the end of 2018 the top one accuracy of image net linear classification