ISO/IEC AWI TS 42112

A working group has prepared a draft.

Abstract

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

General information

Status
: Under development

Stage
: New project registered in TC/SC work programme [20.00]
Edition
: 1
Technical Committee :
ISO/IEC JTC 1/SC 42
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