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

Data Compression Standard Committee; Joanna Isabelle Olszewska

doi:10.1109/IEEESTD.2022.9739118

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

School of Computing, Engineering and Physical Sciences

Research output: Book/Report › Commissioned report › peer-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 language	English
Place of Publication	Piscataway, NJ
Publisher	IEEE
Number of pages	224
ISBN (Electronic)	9781504483070
DOIs	https://doi.org/10.1109/IEEESTD.2022.9739118
Publication status	Published - 18 Mar 2022

Keywords

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

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/IEEESTD.2022.9739118

Cite this

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

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.",

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KW - compact representation

KW - convolution neural network

KW - encapsulated format

KW - IEEE 2941

KW - interoperable representation

KW - model compression

KW - neural network representation

U2 - 10.1109/IEEESTD.2022.9739118

DO - 10.1109/IEEESTD.2022.9739118

M3 - Commissioned report

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

PB - IEEE

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

Abstract

Keywords

UN SDGs

Access to Document

Fingerprint

Cite this