Amazon SageMaker HyperPod now supports continuous provisioning for enhanced cluster operations
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Amazon SageMaker HyperPod has introduced continuous provisioning, a new capability designed to enhance AI/ML cluster operations for enterprise customers.
- Automatically provisions remaining cluster capacity in the background
- Allows training jobs to start immediately on available instances
- Automatically retries node provisioning failures without manual intervention
- Enables concurrent operations like scaling nodes and applying patches
- Provides real-time visibility through new Events APIs
The feature is currently available for SageMaker HyperPod clusters using EKS orchestrator, and can be enabled by setting the NodeProvisioningMode parameter to "Continuous" when creating new clusters.
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