Unverified90% confidenceFactTime unknown

大语言模型训练背后需要精密的数据中心电源分配单元、液冷或风冷散热系统、高速互联网络（NVLink、InfiniBand）以及UPS不间断电源保障

1

Sources

90%

Confidence

Long-term

Relevance

5/31/2026

First Seen

Sources

Why AI Struggles to Replace Hardware Engineers: A Deep Analysis of Hardware Engineering's Irreplaceability

bilibili讲嵌入式的小美老师

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NVLinkproduct InfiniBandproduct

Related Claims

Unverified大模型训练高度依赖集群内部的高速互联（如NVLink或InfiniBand），跨云迁移意味着需要重新优化分布式训练的通信拓扑71% similar Unverified大模型并行训练需要掌握数据并行、张量并行、流水线并行三种策略的组合调度，并使用NCCL通信库和Megatron-LM、DeepSpeed等框架70% similar

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