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IEEE 2941-2021

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

standard by IEEE, 03/18/2022

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Scope

This standard defines AI development interface, AI model interoperable representation, coding format, and model encapsulated format for efficient AI model inference, storage, distribution, and management.

Purpose

This standard provides efficient toolsets for inference, compression, decompression, coding, and packaging of the AI model that breaks down the AI modela??s barriers between different computing architecture and algorithm frameworks, storage cost, as well as protects business-sensitive information. The target applications and services include but are not limited to AI education, AI healthcare, and smart city.

Abstract

New IEEE Standard - Active.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.