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Deep Learning Recommendation Model for Personalization and Recommendation Systems

M. Naumov, D. Mudigere, H. Shi, J. Huang, N. Sundaraman, J. Park, X. Wang, U. Gupta, C. Wu, A. Azzolini, D. Dzhulgakov, A. Mallevich, I. Cherniavskii, Y. Lu, R. Krishnamoorthi, A. Yu, V. Kondratenko, S. Pereira, X. Chen, W. Chen, V. Rao, B. Jia, L. Xiong, and M. Smelyanskiy. (2019)cite arxiv:1906.00091Comment: 10 pages, 6 figures.

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Zion: Facebook Next- Generation Large Memory Training Platform.M. Smelyanskiy. Hot Chips Symposium, page 1-22. IEEE, (2019)Bandana: Using Non-Volatile Memory for Storing Deep Learning Models.A. Eisenman, M. Naumov, D. Gardner, M. Smelyanskiy, S. Pupyrev, K. Hazelwood, A. Cidon, and S. Katti. SysML, mlsys.org, (2019)Deep Learning Recommendation Model for Personalization and Recommendation SystemsM. Naumov, D. Mudigere, H. Shi, J. Huang, N. Sundaraman, J. Park, X. Wang, U. Gupta, C. Wu, A. Azzolini and 14 other author(s). (2019)cite arxiv:1906.00091Comment: 10 pages, 6 figures.A Study of BFLOAT16 for Deep Learning Training.D. Kalamkar, D. Mudigere, N. Mellempudi, D. Das, K. Banerjee, S. Avancha, D. Vooturi, N. Jammalamadaka, J. Huang, H. Yuen and 9 other author(s). CoRR, (2019)Bandana: Using Non-volatile Memory for Storing Deep Learning Models.A. Eisenman, M. Naumov, D. Gardner, M. Smelyanskiy, S. Pupyrev, K. Hazelwood, A. Cidon, and S. Katti. CoRR, (2018)Nemotron-4 340B Technical Report.B. Adler, N. Agarwal, A. Aithal, D. Anh, P. Bhattacharya, A. Brundyn, J. Casper, B. Catanzaro, S. Clay, J. Cohen and 71 other author(s). CoRR, (2024)Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization.C. Unger, Z. Jia, W. Wu, S. Lin, M. Baines, C. Narvaez, V. Ramakrishnaiah, N. Prajapati, P. McCormick, J. Mohd-Yusof and 5 other author(s). OSDI, page 267-284. USENIX Association, (2022)Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models.A. Eisenman, K. Matam, S. Ingram, D. Mudigere, R. Krishnamoorthi, K. Nair, M. Smelyanskiy, and M. Annavaram. NSDI, page 929-943. USENIX Association, (2022)

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Deep Learning Recommendation Model for Personalization and Recommendation Systems

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Disambiguation of "Smelyanskiy, Misha"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Deep Learning Recommendation Model for Personalization and Recommendation Systems

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Deep Learning Recommendation Model for Personalization and Recommendation Systems