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ISO/IEC TS 42112:2026Published

Information technology — Artificial intelligence — Guidance on machine learning model training efficiency optimization

Technologies de l'information — Intelligence artificielle — Recommandations relatives à l'optimisation de l'efficacité de l'entraînement du modèle d'apprentissage automatique

Abstract / scope

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.