Technical Specification
ISO/IEC TS 42112:2026
Information technology — Artificial intelligence — Guidance on machine learning model training efficiency optimization
Reference number
ISO/IEC TS 42112:2026
Edition 1
2026-06
© ISO 2026
Technical Specification
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Published (Edition 1, 2026)

ISO/IEC TS 42112:2026

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Abstract

This document outlines key factors affecting machine learning model training efficiency and presents corresponding optimization approaches.

It provides guidance for AI providers and producers through a structured set of characteristics and related optimizations to improve training efficiency. This information can support the evaluation and comparison of various ML training strategies.

This document does not specify any training accelerating mechanisms provided and implemented within machine learning computing device described in ISO/IEC TR 17903.

General information

  • Status
     : Published
    Publication date
     : 2026-06
    Stage
    : International Standard published [60.60]
  • Edition
     : 1
    Number of pages
     : 17
  • Technical Committee :
    ISO/IEC JTC 1/SC 42
    ICS :
    35.240.01 
  • 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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