1Key Takeaways
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 suppo…
2Scope / 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.
5Citation Network
Referenced by PD ISO/IEC TS 42112:2026
ISO/IEC 22989:2022
ISO/IEC 23053:2022
ISO/IEC TR 17903:2024
ISO/IEC TS 4213
6Frequently Asked Questions
What is PD ISO/IEC TS 42112:2026?
PD ISO/IEC TS 42112:2026 — Information technology — Artificial intelligence — Guidance on machine learning model training efficiency optimization is an international standard developed by British Standards Institution (BSI). 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...
What does PD ISO/IEC TS 42112:2026 cover?
This standard covers: 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...
Who should use this standard?
This standard is intended for organizations, professionals, and stakeholders involved in information technology and data management. It is applicable to manufacturers, service providers, regulatory bodies, and certification organizations.
What is the latest version of PD ISO/IEC TS 42112:2026?
The current published version is PD ISO/IEC TS 42112:2026, published on 2026-06-30. Always check for amendments or pending revisions.
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