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Seems like a "Library of Babel" type of thing. I'd have to read the full paper for how they find the subnets, but their mere existence is not so surprising. There's a huge sea of possible subnetworks. Basically SGD is replaced by whatever procedure you use to traverse the space of parameter subsets. Definitely interesting direction.



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