sagemaker_update_cluster: Updates a SageMaker HyperPod cluster
In paws.machine.learning: 'Amazon Web Services' Machine Learning Services

sagemaker_update_cluster

R Documentation

Updates a SageMaker HyperPod cluster

Description

Updates a SageMaker HyperPod cluster.

See https://www.paws-r-sdk.com/docs/sagemaker_update_cluster/ for full documentation.

Usage

sagemaker_update_cluster(
  ClusterName,
  InstanceGroups = NULL,
  RestrictedInstanceGroups = NULL,
  RestrictedInstanceGroupsConfig = NULL,
  TieredStorageConfig = NULL,
  NodeRecovery = NULL,
  InstanceGroupsToDelete = NULL,
  NodeProvisioningMode = NULL,
  ClusterRole = NULL,
  AutoScaling = NULL,
  Orchestrator = NULL
)

Arguments

`ClusterName`	[required] Specify the name of the SageMaker HyperPod cluster you want to update.
`InstanceGroups`	Specify the instance groups to update.
`RestrictedInstanceGroups`	The specialized instance groups for training models like Amazon Nova to be created in the SageMaker HyperPod cluster.
`RestrictedInstanceGroupsConfig`	The configuration for the restricted instance groups (RIG) in the SageMaker HyperPod cluster.
`TieredStorageConfig`	Updates the configuration for managed tier checkpointing on the HyperPod cluster. For example, you can enable or disable the feature and modify the percentage of cluster memory allocated for checkpoint storage.
`NodeRecovery`	The node recovery mode to be applied to the SageMaker HyperPod cluster.
`InstanceGroupsToDelete`	Specify the names of the instance groups to delete. Use a single `⁠,⁠` as the separator between multiple names.
`NodeProvisioningMode`	Determines how instance provisioning is handled during cluster operations. In `Continuous` mode, the cluster provisions available instances incrementally and retries until the target count is reached. The cluster becomes operational once cluster-level resources are ready. Use `CurrentCount` and `TargetCount` in `describe_cluster` to track provisioning progress.
`ClusterRole`	The Amazon Resource Name (ARN) of the IAM role that HyperPod assumes for cluster autoscaling operations. Cannot be updated while autoscaling is enabled.
`AutoScaling`	Updates the autoscaling configuration for the cluster. Use to enable or disable automatic node scaling.
`Orchestrator`	The type of orchestrator used for the SageMaker HyperPod cluster.