大模型智算基础设施夯实新型工业化赋能底座
Large model intelligent computing infrastructure reinforces the enabling foundation for new industrialization
李论 1郭英男 1王子暄1
作者信息
- 1. 中国信息通信研究院人工智能研究所,北京 100191
- 折叠
摘要
大模型时代,智算基础设施是模型原始创新与应用赋能的底层驱动,是人工智能赋能新型工业化的基础底座.分析阐述了智算基础设施的发展趋势与挑战,从软硬件协同、算力能效、网络架构和运维保障等方面,总结归纳出评价大模型智算基础设施能力的四大重点,并提出了发展我国大模型智算基础设施生态的策略建议.
Abstract
In the era of large models,intelligent computing infrastructure serves as the underlying driver for original model innovation and application enablement,and forms the foundational base for artificial intelligence to empower new industrialization.This paper analyzes and elaborates on the development trends and challenges of intelligent computing infrastructure.From aspects such as hardware-software coordination,computing power efficiency,network architecture,and operation and maintenance support,it summarizes four key points for evaluating the capabilities of intelligent computing infrastructure for large models,and proposes strategic suggestions for developing the ecosystem of intelligent computing infrastructure.
关键词
大模型/智算基础设施/新型工业化Key words
large models/intelligent computing infrastructure/new industrialization引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据