ISO/IEC DTS 42112

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

Scope

This document describes the characteristics that impact machine learning model training efficiency and then provides the optimization approaches that apply to these characteristics. This document provides AI providers and AI producers with a set of characteristics and the related optimizations 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.