A deep dive into the compression settings of deep learning’s most popular benchmark — I’ve been on a mission lately to get more people thinking about how lossy compression affects their deep learning models [1]. In the process I spent a lot of time with ImageNet [2], which consists entirely of JPEG files, and I started noticing some peculiar compression settings. To see how…