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Amazon SageMaker HyperPod now supports deep health checks for Slurm clusters with continuous provisioning

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AWS·7 days ago · Jul 9, 2026, 04:00 PMFeatureAI-assisted summary

Summary

Adds deep health checks for Slurm clusters with continuous provisioning, enabling proactive GPU health validation on new and existing nodes.
Integrates health check results into console and APIs, isolates unhealthy instances, and works with automatic node recovery.
Available across all SageMaker HyperPod regions, with documentation updates in the User Guide.

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