2021/03/07 · Unprecedented model scale. Unlike ZeRO-2 and ZeRO-Offload where the parameters have to fit in the memory of a single GPU, ZeRO-3 Offload can ...
2019/10/04 · 3 blog links. (what is this?) DBLP - CS Bibliography. listing | bibtex · Samyam Rajbhandari · Yuxiong He.
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Example ZeRO-3 Configurations · Use ZeRO to partition the optimizer states (stage 1), gradients (stage 2), and parameters (stage 3). · Additionally offload ...