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Decathlon使用Chronos-2进行大规模需求预测

How Decathlon runs demand forecasting at scale with Chronos-2

精选理由

Decathlon用Chronos-2在AWS上预测全球数万种产品需求,准确率提升11-15点,每周推理仅需3美分。

AI 摘要

Decathlon作为全球最大的体育用品零售商之一,使用Chronos-2在AWS上预测每周需求。该系统为多个大陆上的数万种产品提供预测,将预测准确率提高了11-15个百分点。系统在仅使用CPU实例的情况下,每周推理成本约为0.03美元。

图片来源 · AWS Machine Learning Blog
原文 · AWS Machine Learning Blog

How Decathlon runs demand forecasting at scale with Chronos-2

Decathlon, one of the world's largest sporting goods retailers, forecasts weekly demand for tens of thousands of products across multiple continents. Learn how they deployed Chronos-2 on AWS to improve forecast accuracy by 11-15 points while cutting operational complexity and running weekly inference for about $0.03 on CPU-only instances.