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2208.11035
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Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems
23 August 2022
Prasoon Sinha
Akhil Guliani
Rutwik Jain
Brandon Tran
Matthew D. Sinclair
Shivaram Venkataraman
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Papers citing
"Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems"
3 / 3 papers shown
Title
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
M. Shoeybi
M. Patwary
Raul Puri
P. LeGresley
Jared Casper
Bryan Catanzaro
MoE
245
1,821
0
17 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yonghui Wu
M. Schuster
Z. Chen
Quoc V. Le
Mohammad Norouzi
...
Alex Rudnick
Oriol Vinyals
G. Corrado
Macduff Hughes
J. Dean
AIMat
716
6,743
0
26 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation
Thang Luong
Hieu H. Pham
Christopher D. Manning
218
7,926
0
17 Aug 2015
1