Harmony: Overcoming the hurdles of GPU memory capacity to train massive DNN models on commodity servers

Youjie Li, Amar Phanishayee, Derek Murray, Jakub Tarnawski, Nam Sung Kim. Harmony: Overcoming the hurdles of GPU memory capacity to train massive DNN models on commodity servers. PVLDB, 15(11):2747-2760, 2022. [doi]

Abstract

Abstract is missing.