Some fun work on automatic model design trough evolution: you can evolve (last year's) state-of-the-art CIFAR models from scratch using 100 exaFLOPs in under 300 hours without baking any assumptions into the architecture search. Given that it took us years to get there through 'Graduate Student Descent', it's not a bad start!
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