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NVIDIA Technical Blog· Shara Tibken·· 10 天前65

NVIDIA 如何使用 AI 智能体简化 AI 工厂运营

How NVIDIA Uses AI Agents to Streamline AI Factory Operations

要点速览

NVIDIA 开发了 AI Factory Operations Agent 智能体来简化 DGX SuperPOD 内部运营,通过单一界面自动关联计算、网络、硬件和调度问题,帮助 SRE 识别训练性能下降原因。该智能体可处理多仪表盘数据,提升运营效率。

正文

As GPU clusters scale, operations span compute, network, hardware, and scheduling. Site reliability engineers (SREs) often have to examine multiple dashboards...

As GPU clusters scale, operations span compute, network, hardware, and scheduling. Site reliability engineers (SREs) often have to examine multiple dashboards to identify the cause of training performance drops. What if a team of AI agents could perform that correlation through one interface? NVIDIA developed the AI Factory Operations Agent to streamline its own internal NVIDIA DGX SuperPOD…

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来源: NVIDIA Technical Blog · developer.nvidia.com