Zachary DeVito
Zachary DeVito has 2 papers in our library, in 2018–2023; often with Andrew Poulton, Diana Liskovich, Igor Molybog.
OpenAlex · ORCID · Wikidata · h-index 17 · 33 works · 26,807 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 4,767 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5414
Affiliations
🏢MetaMenlo Park ·
United States2017–2026 · 5 papers🎓Harvard UniversityCambridge ·
United States2024–2026 · 3 papers🎓Stanford UniversityStanford ·
United States2010–2021 · 18 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 1 workHardware and Architecture · 1 workArtificial Intelligence · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
Works by year
2020s
2010s
Papers
- Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions (2018 · 323 citations)
Deep learning frameworks such as TensorFlow, PyTorch and Caffe2 mostly hand computation off to vendor libraries like CUDNN and CUBLAS. - A Theory on Adam Instability in Large-Scale Machine Learning (2023 · 15 citations)
Very large language models sometimes show sudden loss spikes during training, and the cause has not been explained.
All works
- Automatic differentiation in PyTorch ↗no summary yetAdam Paszke et al.2017 · 10,764 citations
- Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning AbstractionsarXiv:1802.04730Nicolas Vasilache, Oleksandr Zinenko, Theodoros Theodoridis, et al.2018 · 323 citations
- A Theory on Adam Instability in Large-Scale Machine LearningarXiv:2304.09871Igor Molybog, Peter Albert, Moya Chen, et al.2023 · 15 citations
Co-authors here
- Andrew Poulton
- Diana Liskovich
- Igor Molybog
- Moya Chen
- Naman Goyal
- Peter Albert
- Priya Goyal
- Punit Singh Koura
- Sharan Narang
Cited by
Updated
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