NVIDIA Spectrum-X 将 InfiniBand 技术移植到以太网以支持 AI 网络

📄 中文摘要

NVIDIA Spectrum-X 证明了以太网在 AI 训练中可以与 InfiniBand 相抗衡,得到了超大规模企业的认可。通过将 Spectrum-4 交换机 ASIC 与 BlueField-3 SuperNIC 结合,该平台在商品以太网基础上实现了 1.6 倍的 AI 工作负载性能提升,同时保持了工程师熟悉的成本、生态系统和操作模式。文章分析了 NVIDIA 将三项 InfiniBand 创新移植到以太网的过程,阐述了这种双组件架构的工作原理,以及设计这些网络所需的技能。

📄 English Summary

How NVIDIA Spectrum-X Ports InfiniBand Tricks to Ethernet for AI Fabrics

NVIDIA Spectrum-X demonstrates that Ethernet can compete with InfiniBand for AI training, gaining support from hyperscalers. By integrating Spectrum-4 switch ASICs with BlueField-3 SuperNICs, the platform achieves 1.6 times better AI workload performance over commodity Ethernet while maintaining familiar cost, ecosystem, and operational models for engineers. The article breaks down the three InfiniBand innovations that NVIDIA ported to Ethernet, explains how the two-component architecture functions, and outlines the skills necessary for designing these fabrics.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等