The Trade-Offs of Model Size in Large Recommendation Models : 100GB to 10MB Criteo-Tb DLRM Model

Item #:

068431-2461

Details

DOI: https://doi.org/10.52202/068431-2461
Author(s): Aditya Desai, Anshumali Shrivastava
Pages: 33961-33972 (12 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-2461
Author(s): Aditya Desai, Anshumali Shrivastava
Pages: 33961-33972 (12 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)