DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the Cloud

Qinlong Wang, Tingfeng Lan, Yinghao Tang +8

Deep learning recommendation models (DLRM) rely on large embedding tables to manage categorical sparse features. Expanding such embedding tables can significantly enhance model per…