Rustem Islamov

New theory explains learning rate warm-up benefits in deep learning

A new theoretical perspective on learning rate warm-up in deep learning has been proposed, explaining its effectiveness in improving training. Researchers have generalized the $(L_0, L_1)$-smoothness condition to bound …