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ISO/IEC TS 42112:2026

Information technology - Artificial intelligence - Guidance on machine learning model training efficiency optimization
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ISO/IEC TS 42112:2026

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

PUBLISH DATE 2026
ISO/IEC TS 42112:2026

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.

SDO ISO: International Organization for Standardization
Document Number ISO/IEC 42112
Publication Date June 1, 2026
Language en - English
Page Count 24
Revision Level
Supercedes
Committee ISO/IEC JTC 1/SC 42
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