High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.
Dheevatsa Mudigere, Yongjing Hao,Jianyu Huang,Andrew Tulloch,Srinivas Sridharan,Xing Liu,Mustafa Özdal,Jade Nie,Jongsoo Park, Lufeng Luo, Jie Yang,Leon Gao, Dmytro Ivchenko,Aarti Basant,Yuxi Hu,Jiyan Yang,Ehsan K. Ardestani,Xiaodong Wang,Rakesh Komuravelli,C. Y. Cyrus Chu,Serhat Yılmaz,Huayu Li,Jiyuan Qian,Zhuobo Feng,Yinbin Ma, Junjie Yang,Ellie Wen,Hong Li,Lin Yang, Can Sun,Whitney Zhao,Dimitry Melts,Krishna Dhulipala, K. R. Kishore, Tyler Graf,Assaf Eisenman,Kiran Kumar Matam,Adi Gangidi,Guoqiang Jerry Chen, Manojkumar Krishnan,Avinash Nayak,Krishnakumar Nair,Bharath Muthiah,Mahmoud khorashadi,P. Bhattacharya,Petr Lapukhov,Maxim Naumov,Lin Qiao,Mikhail Smelyanskiy,Bill Jia,V. Chandra Shekhar Rao arXiv (Cornell University)（2021）
Key words
Deep Learning,Large-Scale Optimization
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