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

sagemaker_create_cluster

R Documentation

Creates a SageMaker HyperPod cluster

Description

Creates a SageMaker HyperPod cluster. SageMaker HyperPod is a capability of SageMaker for creating and managing persistent clusters for developing large machine learning models, such as large language models (LLMs) and diffusion models. To learn more, see Amazon SageMaker HyperPod in the Amazon SageMaker Developer Guide.

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

Usage

sagemaker_create_cluster(
  ClusterName,
  InstanceGroups,
  VpcConfig = NULL,
  Tags = NULL,
  Orchestrator = NULL,
  NodeRecovery = NULL
)

Arguments

`ClusterName`	[required] The name for the new SageMaker HyperPod cluster.
`InstanceGroups`	[required] The instance groups to be created in the SageMaker HyperPod cluster.
`VpcConfig`	Specifies the Amazon Virtual Private Cloud (VPC) that is associated with the Amazon SageMaker HyperPod cluster. You can control access to and from your resources by configuring your VPC. For more information, see Give SageMaker access to resources in your Amazon VPC. When your Amazon VPC and subnets support IPv6, network communications differ based on the cluster orchestration platform: Slurm-orchestrated clusters automatically configure nodes with dual IPv6 and IPv4 addresses, allowing immediate IPv6 network communications. In Amazon EKS-orchestrated clusters, nodes receive dual-stack addressing, but pods can only use IPv6 when the Amazon EKS cluster is explicitly IPv6-enabled. For information about deploying an IPv6 Amazon EKS cluster, see Amazon EKS IPv6 Cluster Deployment. Additional resources for IPv6 configuration: For information about adding IPv6 support to your VPC, see to IPv6 Support for VPC. For information about creating a new IPv6-compatible VPC, see Amazon VPC Creation Guide. To configure SageMaker HyperPod with a custom Amazon VPC, see Custom Amazon VPC Setup for SageMaker HyperPod.
`Tags`	Custom tags for managing the SageMaker HyperPod cluster as an Amazon Web Services resource. You can add tags to your cluster in the same way you add them in other Amazon Web Services services that support tagging. To learn more about tagging Amazon Web Services resources in general, see Tagging Amazon Web Services Resources User Guide.
`Orchestrator`	The type of orchestrator to use for the SageMaker HyperPod cluster. Currently, the only supported value is `"eks"`, which is to use an Amazon Elastic Kubernetes Service (EKS) cluster as the orchestrator.
`NodeRecovery`	The node recovery mode for the SageMaker HyperPod cluster. When set to `Automatic`, SageMaker HyperPod will automatically reboot or replace faulty nodes when issues are detected. When set to `None`, cluster administrators will need to manually manage any faulty cluster instances.