Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems

Xiaocong Du, Bhargav Bhushanam, Jiecao Yu +7

Deep learning recommendation systems at scale have provided remarkable gains through increasing model capacity (i.e. wider and deeper neural networks), but it comes at significant…