No, that's how they come out of the model. Using larger images means your code runs much (exponentially) slower, and gives you only slightly (asymptotically) b

No, that's how they come out of the model. Using larger images means your code runs much (exponentially) slower, and gives you only slightly (asymptotically) better results so people usually use tiny images. All their outputs are 32*32.