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ZeRO: Memory optimizations Toward Training Trillion Parameter Models

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Authors credited
No authorship claim recorded yet. The source records list arXiv, Crossref, Samyam Rajbhandari, Jeff Rasley, Olatunji Ruwase and Yuxiong He.
Dates
  • No date claim recorded yet. The source records give the publication date as 2019-10-04, 2020 and 2019-10-07.
Exact source
  • ZeRO: Memory optimizations Toward Training Trillion Parameter Models arXiv · published 2019-10-04 · arXiv abstract page, retrieved for the candidate pack on 2026-10-28 (SHA-256 0a796e197fe5f8a956a7d4e7e910d600bc507450aedec3462b8ce574cd93df6e). Submission history as arXiv records it (UTC): v1 4 October 2019; v2 7 October 2019; v3 13 May 2020. The page serves the latest version; each version is a separate expression, and only the one a record names was read.
  • ZeRO: Memory optimizations Toward Training Trillion Parameter Models Crossref · published 2020 · Crossref record of the conference version: SC20: International Conference for High Performance Computing, Networking, Storage and Analysis, pp. 1-16 (DOI 10.1109/sc41405.2020.00024), retrieved for the candidate pack on 2026-10-28. The date is the publisher-deposited date, kept at year precision; it was not checked against the issue.
  • ZeRO: Memory optimizations Toward Training Trillion Parameter Models arXiv · published 2019-10-07 · arXiv:1910.02054v2, submitted 7 October 2019 (UTC). Retrieved for the candidate pack on 2026-10-28 (SHA-256 fe2991f241e807b1b90366e07ee4dab8f474b1449d32d446157a93886421bf1b). The author list is the byline as printed on the first page. arXiv lists v1 (4 October 2019) as withdrawn and serves no PDF for it; the text read is v2 (7 October 2019).

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