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Mixed Precision Training

P. Micikevicius, S. Narang, J. Alben, G. Diamos, E. Elsen, D. Garcia, B. Ginsburg, M. Houston, O. Kuchaiev, G. Venkatesh, and H. Wu. (2017)cite arxiv:1710.03740Comment: Published as a conference paper at ICLR 2018.

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Oleksii Gorda

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NeMo: a toolkit for building AI applications using Neural ModulesO. Kuchaiev, J. Li, H. Nguyen, O. Hrinchuk, R. Leary, B. Ginsburg, S. Kriman, S. Beliaev, V. Lavrukhin, J. Cook and 4 other author(s). (2019)cite arxiv:1909.09577Comment: 6 pages plus references.Leveraging Synthetic Targets for Machine Translation.S. Mittal, O. Hrinchuk, and O. Kuchaiev. ACL (Findings), page 9365-9379. Association for Computational Linguistics, (2023)Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks.B. Ginsburg, P. Castonguay, O. Hrinchuk, O. Kuchaiev, V. Lavrukhin, R. Leary, J. Li, H. Nguyen, and J. Cohen. CoRR, (2019)HelpSteer2: Open-source dataset for training top-performing reward models.Z. Wang, Y. Dong, O. Delalleau, J. Zeng, G. Shen, D. Egert, J. Zhang, M. Sreedhar, and O. Kuchaiev. CoRR, (2024)Integrative Network Alignment Reveals Large Regions of Global Network Similarity in Yeast and HumanO. Kuchaiev, and N. Przulj. Bioinformatics, 27 (10): 1390--1396 (Mar 16, 2011)Topological network alignment uncovers biological function and phylogenyO. Kuchaiev, T. Milenković, V. Memisević, W. Hayes, and N. Przulj. Journal of The Royal Society Interface, 7 (50): 1341--1354 (Mar 17, 2010)Geometric Evolutionary Dynamics of Protein Interaction Networks.N. Przulj, O. Kuchaiev, A. Stevanovic, and W. Hayes. Pacific Symposium on Biocomputing, page 178-189. World Scientific Publishing, (2010)SPGISpeech: 5, 000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition.P. O'Neill, V. Lavrukhin, S. Majumdar, V. Noroozi, Y. Zhang, O. Kuchaiev, J. Balam, Y. Dovzhenko, K. Freyberg, M. Shulman and 3 other author(s). Interspeech, page 1434-1438. ISCA, (2021)Training Deep AutoEncoders for Collaborative Filtering.O. Kuchaiev, and B. Ginsburg. CoRR, (2017)NVIDIA NeMo's Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21.S. Subramanian, O. Hrinchuk, V. Adams, and O. Kuchaiev. WMT@EMNLP, page 197-204. Association for Computational Linguistics, (2021)

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Oleksii Gorda

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Disambiguation of "Kuchaiev, Oleksii"

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Oleksii Gorda

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Mixed Precision Training