Search Results for author: Pengxiang Zhao

Found 1 papers, 0 papers with code

Adapprox: Adaptive Approximation in Adam Optimization via Randomized Low-Rank Matrices

no code implementations22 Mar 2024 Pengxiang Zhao, Ping Li, Yingjie Gu, Yi Zheng, Stephan Ludger Kölker, Zhefeng Wang, Xiaoming Yuan

As deep learning models exponentially increase in size, optimizers such as Adam encounter significant memory consumption challenges due to the storage of first and second moment data.

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