Approved Work Item
ISO/IEC AWI TS 42112
Information technology — Artificial intelligence — Guidance on machine learning model training efficiency optimisation
Reference number
ISO/IEC AWI TS 42112
Edition 1
© ISO 2024
Approved Work Item
Under development
A working group has prepared a draft.

Abstract

This document describes the characteristics that impact machine learning model training efficiency and then provides the optimisation approaches that apply to these characteristics. This document provides AI providers and AI producers with a set of characteristics and the related optimisations that they can use to enhance their machine learning model training efficiency. AI providers and AI producers can also use this information to evaluate different machine learning model training approaches. This document does not specify any training accelerating mechanisms provided and implemented within machine learning computing device defined in ISO /IEC TR 17903 and its library.

General information

  • Status
     : Under development
    Stage
    : New project registered in TC/SC work programme [20.00]
  • Edition
     : 1
  • Technical Committee :
    ISO/IEC JTC 1/SC 42
  • RSS updates

Life cycle

Sustainable Development Goals

This standard contributes to the following Sustainable Development Goals

9
Industry, Innovation and Infrastructure
11
Sustainable Cities and Communities
12
Responsible Consumption and Production

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