IEEE Standard for Artificial Intelligence (AI) Model Representation, Compression, Distribution, and Management: IEEE Standard 2941-2021

Data Compression Standard Committee, Joanna Isabelle Olszewska*

*Corresponding author for this work

Research output: Book/ReportCommissioned reportpeer-review

Abstract

The AI development interface, AI model interoperable representation, coding format, and model encapsulated format for efficient AI model inference, storage, distribution, and management are discussed in this standard.
Original languageEnglish
Place of PublicationPiscataway, NJ
PublisherIEEE
Number of pages224
ISBN (Electronic)9781504483070
DOIs
Publication statusPublished - 18 Mar 2022

Keywords

  • coding format
  • compact representation
  • convolution neural network
  • encapsulated format
  • IEEE 2941
  • interoperable representation
  • model compression
  • neural network representation

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