3 ms·
Yes, that sort of speculative execution has long existed for NNs, and has enjoyed a recent resurgence in popularity as people speculate that OA has been using t
by gwern 3y ago
Yes, that sort of speculative execution has long existed for NNs, and has enjoyed a recent resurgence in popularity as people speculate that OA has been using that heavily for its APIs & services. It can work very well for outputs that vary greatly in their predictability (like natural language), but can also backfire - nobody likes seeing the predictions thrash around unpredictably, but if you aren't careful, you accept bad predictions or wind up not saving latency or compute at all.