Benchmarking TinyML Systems : Challenges and Direction

Banbury, Colby R., Reddi, Vijay Janapa, Lam, Max et al. (14 more authors) (2020) Benchmarking TinyML Systems : Challenges and Direction. In: SysML 2020, Proceedings. .

Abstract

Metadata

Authors/Creators:
  • Banbury, Colby R.
  • Reddi, Vijay Janapa
  • Lam, Max
  • Fu, William
  • Fazel, Amin
  • Holleman, Jeremy
  • Huang, Xinyuan
  • Hurtado, Robert
  • Kanter, David
  • Lokhmotov, Anton
  • Patterson, David
  • Pau, Danilo
  • Seo, Jae-sun
  • Sieracki, Jeff
  • Thakker, Urmish
  • Verhelst, Marian
  • Yadav, Poonam (poonam.yadav@york.ac.uk)
Copyright, Publisher and Additional Information: 6 pages, 1 figure, 3 tables. This is an author-produced version of the published paper. Uploaded in accordance with the publisher’s self-archiving policy. Further copying may not be permitted; contact the publisher for details
Keywords: cs.PF,cs.LG
Dates:
  • Published: 10 March 2020
Institution: The University of York
Academic Units: The University of York > Faculty of Sciences (York) > Computer Science (York)
Depositing User: Pure (York)
Date Deposited: 26 May 2021 08:20
Last Modified: 19 Nov 2021 01:04
Status: Published
Refereed: No

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Filename: 2003.04821v4.pdf

Description: 2003.04821v4

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