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SageMaker HyperPod 管理与治理最佳实践
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AWS Machine Learning Blog 发布关于 Amazon SageMaker HyperPod 管理与治理最佳实践的文章。HyperPod 为 ML 团队提供大规模加速算力,用于训练和微调模型;在多团队共享集群的场景下,治理是主要难点。文章提出通过 SageMaker Unified Studio 管理 HyperPod 的四层控制模型:组织、项目、集群与工作负载,并说明如何跨层设计身份、容量与可观测性策略。
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Oct 6, 2026
- AWS Machine Learning BlogAmazon SageMaker HyperPod 管理与治理最佳实践
Amazon SageMaker HyperPod 为 ML 团队提供大规模加速算力用于训练和微调模型,多团队共享集群时治理是难点。文章提出通过 SageMaker Unified Studio 管理 HyperPod 的四层控制模型:组织、项目、集群与工作负载,并说明如何跨层设计身份、容量与可观测性策略。
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