Olatunji Ruwase
Olatunji Ruwase has 2 papers in our library, in 2021, most of them on GPU & parallel computing; often with Samyam Rajbhandari, Yuxiong He, Dong Li.
OpenAlex · ORCID · Wikidata · h-index 22 · 72 works · 4,916 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2,743 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #3972
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksHardware and Architecture · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.GPU & parallel computing · 1 work
Works by year
2020s
Papers
- ZeRO-Offload: Democratizing Billion-Scale Model Training (2021 · 309 citations)
Training models with billions of parameters usually needs many GPUs, because existing parallel methods only work when the combined GPU memory can hold the parameters, gradients and optimizer states. - ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning (2021 · 254 citations)
Dense model sizes have grown roughly a thousandfold in three years, while single-GPU memory has grown only about fivefold.
All works
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model ↗arXiv:2211.05100 · no summary yetBigScience Workshop et al.2022 · 1,606 citations
- ZeRO-Offload: Democratizing Billion-Scale Model TrainingarXiv:2101.06840Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, et al.2021 · 309 citations
- ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep LearningSC 2021Samyam Rajbhandari, Olatunji Ruwase, Jeff Rasley, et al.2021 · 254 citations
Co-authors here
- Samyam Rajbhandari ×2
- Yuxiong He ×2
- Dong Li
- Jeff Rasley
- Jie Ren
- Minjia Zhang
- Reza Yazdani Aminabadi
- Shaden Smith
Venues
- SC 2021
Cited by
Updated
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