Benchmarking

What is known about measuring a storage format for machine-learning training, gathered from the published work so the next person does not gather it again. It carries the evidence that the problems this format addresses are real and unsolved elsewhere, the standard ways a format comparison goes wrong, and a review of this repository's own measurements against those standards — which found four confounds and says so before a reader has to.