ISO/IEC TS 42112:2026
ISO/IEC TS 42112:2026 Information technology — Artificial intelligence — Guidance on machine learning model training efficiency optimization
CDN $186.00
This publication was last reviewed and confirmed in 2026.
Information technology — Artificial intelligence — Guidance on machine learning model training efficiency optimization
Description
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.
Edition
1
Published Date
2026-06-19
Status
PUBLISHED
Pages
17
Language
English
Format
Secure PDF
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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.
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