to a single mode this procedure led to much better image quality on CFR 10 we're now able to see all the different ten classes of images in CFR 10 on the Left I show you the training data so you can see that this data is not particularly beautiful to start with it's 32 by 32 pixels so it's it's relatively low resolution you can see that there are things like cars airplanes horses and so on in the panel on the right we have a Gantt rain'd with mini-batch features and it is now successfully able to generate many