ISO/IEC AWI TS 42112
Information technology — Artificial intelligence — Guidance on machine learning model training efficiency optimisation
Reference number
ISO/IEC AWI TS 42112
Edición 1
© ISO 2024
Working draft
En desarrollo
Un grupo de trabajo ha preparado un borrador.

Resumen

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.

Informaciones generales

  • Estado
     : En desarrollo
    Etapa
    : Nuevo proyecto registrado en el programa de trabajo TC/SC [20.00]
  • Edición
     : 1
  • Comité Técnico :
    ISO/IEC JTC 1/SC 42
  • RSS actualizaciones

Ciclo de vida

Objetivos de Desarrollo Sostenible

Esta norma contribuye a los siguientes Objetivos de Desarrollo Sostenible

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

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