标准摘要
[中文适用范围]： 本文档概述了影响机器学习模型训练效率的关键因素，并提出了相应的优化方法。它为AI提供者和生产者提供指导，通过一组结构化的特征和相关优化措施来提高训练效率。这些信息可以支持对各种ML训练策略的评估和比较。本文档不指定ISO/IEC TR 17903中描述的机器学习计算设备提供和实现的任何训练加速机制。 [外文原描述]： 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.
英文名称Information technology - Artificial intelligence - Guidance on machine learning model training efficiency optimization