Faster Distributed Inference-Only Recommender Systems via Bounded Lag Synchronous Collectives

Kiril Dichev, Filip Pawlowski, Albert-Jan Yzelman

Recommender systems are enablers of personalized content delivery, and therefore revenue, for many large companies. In the last decade, deep learning recommender models (DLRMs) are…