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Well, someone upvoted this question and I guess that made it pop up for me. It's nice to know I learned something in 4 years :) Turns out the answer to this question is, in many wonderful and general ways, affirmative. Decoupled Neural Interfaces make NNs layer-wise asynchronous, allowing multiple concurrent forward and backward passes through a network, ...

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