dimensional non convex continuous games and finally generate veteran-owned networks are important component of the current state of the art in image generation and are now able to make high resolution images with high diversity from many different classes and that concludes my talk and I believe that we're out of time for questions because we already took several of them in the exercise brakes and I think Erin will now announce that we are headed to sign textbooks and I hope you know what room were sending them