Add benchmark plots; add autobatchsize update #127
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Code extracted from
https://github.com/EleutherAI/bergson/pull/122/changes#diff-6ebdb617a8104a7756d0cf36578ab01103dc9f07e4dc6feb751296b9c402faf7
Will probably continue to generate benchmarking numbers but keen to get something out. There's a small amount of data loss here and there