Updates a SageMaker HyperPod cluster¶

Description¶

Updates a SageMaker HyperPod cluster.

Usage¶

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

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.

Value¶

A list with the following syntax:

list(
  ClusterArn = "string"
)

Request syntax¶

svc$update_cluster(
  ClusterName = "string",
  InstanceGroups = list(
    list(
      InstanceCount = 123,
      MinInstanceCount = 123,
      InstanceGroupName = "string",
      InstanceType = "ml.p4d.24xlarge"|"ml.p4de.24xlarge"|"ml.p5.48xlarge"|"ml.p5.4xlarge"|"ml.p6e-gb200.36xlarge"|"ml.trn1.32xlarge"|"ml.trn1n.32xlarge"|"ml.g5.xlarge"|"ml.g5.2xlarge"|"ml.g5.4xlarge"|"ml.g5.8xlarge"|"ml.g5.12xlarge"|"ml.g5.16xlarge"|"ml.g5.24xlarge"|"ml.g5.48xlarge"|"ml.c5.large"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.12xlarge"|"ml.c5.18xlarge"|"ml.c5.24xlarge"|"ml.c5n.large"|"ml.c5n.2xlarge"|"ml.c5n.4xlarge"|"ml.c5n.9xlarge"|"ml.c5n.18xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.8xlarge"|"ml.m5.12xlarge"|"ml.m5.16xlarge"|"ml.m5.24xlarge"|"ml.t3.medium"|"ml.t3.large"|"ml.t3.xlarge"|"ml.t3.2xlarge"|"ml.g6.xlarge"|"ml.g6.2xlarge"|"ml.g6.4xlarge"|"ml.g6.8xlarge"|"ml.g6.16xlarge"|"ml.g6.12xlarge"|"ml.g6.24xlarge"|"ml.g6.48xlarge"|"ml.gr6.4xlarge"|"ml.gr6.8xlarge"|"ml.g6e.xlarge"|"ml.g6e.2xlarge"|"ml.g6e.4xlarge"|"ml.g6e.8xlarge"|"ml.g6e.16xlarge"|"ml.g6e.12xlarge"|"ml.g6e.24xlarge"|"ml.g6e.48xlarge"|"ml.p5e.48xlarge"|"ml.p5en.48xlarge"|"ml.p6-b200.48xlarge"|"ml.trn2.3xlarge"|"ml.trn2.48xlarge"|"ml.c6i.large"|"ml.c6i.xlarge"|"ml.c6i.2xlarge"|"ml.c6i.4xlarge"|"ml.c6i.8xlarge"|"ml.c6i.12xlarge"|"ml.c6i.16xlarge"|"ml.c6i.24xlarge"|"ml.c6i.32xlarge"|"ml.m6i.large"|"ml.m6i.xlarge"|"ml.m6i.2xlarge"|"ml.m6i.4xlarge"|"ml.m6i.8xlarge"|"ml.m6i.12xlarge"|"ml.m6i.16xlarge"|"ml.m6i.24xlarge"|"ml.m6i.32xlarge"|"ml.r6i.large"|"ml.r6i.xlarge"|"ml.r6i.2xlarge"|"ml.r6i.4xlarge"|"ml.r6i.8xlarge"|"ml.r6i.12xlarge"|"ml.r6i.16xlarge"|"ml.r6i.24xlarge"|"ml.r6i.32xlarge"|"ml.i3en.large"|"ml.i3en.xlarge"|"ml.i3en.2xlarge"|"ml.i3en.3xlarge"|"ml.i3en.6xlarge"|"ml.i3en.12xlarge"|"ml.i3en.24xlarge"|"ml.m7i.large"|"ml.m7i.xlarge"|"ml.m7i.2xlarge"|"ml.m7i.4xlarge"|"ml.m7i.8xlarge"|"ml.m7i.12xlarge"|"ml.m7i.16xlarge"|"ml.m7i.24xlarge"|"ml.m7i.48xlarge"|"ml.r7i.large"|"ml.r7i.xlarge"|"ml.r7i.2xlarge"|"ml.r7i.4xlarge"|"ml.r7i.8xlarge"|"ml.r7i.12xlarge"|"ml.r7i.16xlarge"|"ml.r7i.24xlarge"|"ml.r7i.48xlarge"|"ml.r5d.16xlarge"|"ml.g7e.2xlarge"|"ml.g7e.4xlarge"|"ml.g7e.8xlarge"|"ml.g7e.12xlarge"|"ml.g7e.24xlarge"|"ml.g7e.48xlarge"|"ml.p6-b300.48xlarge"|"ml.g4dn.xlarge"|"ml.g4dn.2xlarge"|"ml.g4dn.4xlarge"|"ml.g4dn.8xlarge"|"ml.g4dn.12xlarge"|"ml.g4dn.16xlarge"|"ml.c6g.medium"|"ml.c6g.large"|"ml.c6g.xlarge"|"ml.c6g.2xlarge"|"ml.c6g.4xlarge"|"ml.c6g.8xlarge"|"ml.c6g.12xlarge"|"ml.c6g.16xlarge"|"ml.c7g.medium"|"ml.c7g.large"|"ml.c7g.xlarge"|"ml.c7g.2xlarge"|"ml.c7g.4xlarge"|"ml.c7g.8xlarge"|"ml.c7g.12xlarge"|"ml.c7g.16xlarge"|"ml.c8g.medium"|"ml.c8g.large"|"ml.c8g.xlarge"|"ml.c8g.2xlarge"|"ml.c8g.4xlarge"|"ml.c8g.8xlarge"|"ml.c8g.12xlarge"|"ml.c8g.16xlarge"|"ml.c8g.24xlarge"|"ml.c8g.48xlarge"|"ml.c6a.large"|"ml.c6a.xlarge"|"ml.c6a.2xlarge"|"ml.c6a.4xlarge"|"ml.c6a.8xlarge"|"ml.c6a.12xlarge"|"ml.c6a.16xlarge"|"ml.c6a.24xlarge"|"ml.c6a.32xlarge"|"ml.c6a.48xlarge"|"ml.m6a.large"|"ml.m6a.xlarge"|"ml.m6a.2xlarge"|"ml.m6a.4xlarge"|"ml.m6a.8xlarge"|"ml.m6a.12xlarge"|"ml.m6a.16xlarge"|"ml.m6a.24xlarge"|"ml.m6a.32xlarge"|"ml.m6a.48xlarge"|"ml.m6g.medium"|"ml.m6g.large"|"ml.m6g.xlarge"|"ml.m6g.2xlarge"|"ml.m6g.4xlarge"|"ml.m6g.8xlarge"|"ml.m6g.12xlarge"|"ml.m6g.16xlarge"|"ml.m7g.medium"|"ml.m7g.large"|"ml.m7g.xlarge"|"ml.m7g.2xlarge"|"ml.m7g.4xlarge"|"ml.m7g.8xlarge"|"ml.m7g.12xlarge"|"ml.m7g.16xlarge"|"ml.m8g.medium"|"ml.m8g.large"|"ml.m8g.xlarge"|"ml.m8g.2xlarge"|"ml.m8g.4xlarge"|"ml.m8g.8xlarge"|"ml.m8g.12xlarge"|"ml.m8g.16xlarge"|"ml.m8g.24xlarge"|"ml.m8g.48xlarge"|"ml.g7.2xlarge"|"ml.g7.4xlarge"|"ml.g7.8xlarge"|"ml.g7.12xlarge"|"ml.g7.24xlarge"|"ml.g7.48xlarge"|"ml.c8a.16xlarge"|"ml.m8a.16xlarge",
      InstanceRequirements = list(
        InstanceTypes = list(
          "ml.p4d.24xlarge"|"ml.p4de.24xlarge"|"ml.p5.48xlarge"|"ml.p5.4xlarge"|"ml.p6e-gb200.36xlarge"|"ml.trn1.32xlarge"|"ml.trn1n.32xlarge"|"ml.g5.xlarge"|"ml.g5.2xlarge"|"ml.g5.4xlarge"|"ml.g5.8xlarge"|"ml.g5.12xlarge"|"ml.g5.16xlarge"|"ml.g5.24xlarge"|"ml.g5.48xlarge"|"ml.c5.large"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.12xlarge"|"ml.c5.18xlarge"|"ml.c5.24xlarge"|"ml.c5n.large"|"ml.c5n.2xlarge"|"ml.c5n.4xlarge"|"ml.c5n.9xlarge"|"ml.c5n.18xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.8xlarge"|"ml.m5.12xlarge"|"ml.m5.16xlarge"|"ml.m5.24xlarge"|"ml.t3.medium"|"ml.t3.large"|"ml.t3.xlarge"|"ml.t3.2xlarge"|"ml.g6.xlarge"|"ml.g6.2xlarge"|"ml.g6.4xlarge"|"ml.g6.8xlarge"|"ml.g6.16xlarge"|"ml.g6.12xlarge"|"ml.g6.24xlarge"|"ml.g6.48xlarge"|"ml.gr6.4xlarge"|"ml.gr6.8xlarge"|"ml.g6e.xlarge"|"ml.g6e.2xlarge"|"ml.g6e.4xlarge"|"ml.g6e.8xlarge"|"ml.g6e.16xlarge"|"ml.g6e.12xlarge"|"ml.g6e.24xlarge"|"ml.g6e.48xlarge"|"ml.p5e.48xlarge"|"ml.p5en.48xlarge"|"ml.p6-b200.48xlarge"|"ml.trn2.3xlarge"|"ml.trn2.48xlarge"|"ml.c6i.large"|"ml.c6i.xlarge"|"ml.c6i.2xlarge"|"ml.c6i.4xlarge"|"ml.c6i.8xlarge"|"ml.c6i.12xlarge"|"ml.c6i.16xlarge"|"ml.c6i.24xlarge"|"ml.c6i.32xlarge"|"ml.m6i.large"|"ml.m6i.xlarge"|"ml.m6i.2xlarge"|"ml.m6i.4xlarge"|"ml.m6i.8xlarge"|"ml.m6i.12xlarge"|"ml.m6i.16xlarge"|"ml.m6i.24xlarge"|"ml.m6i.32xlarge"|"ml.r6i.large"|"ml.r6i.xlarge"|"ml.r6i.2xlarge"|"ml.r6i.4xlarge"|"ml.r6i.8xlarge"|"ml.r6i.12xlarge"|"ml.r6i.16xlarge"|"ml.r6i.24xlarge"|"ml.r6i.32xlarge"|"ml.i3en.large"|"ml.i3en.xlarge"|"ml.i3en.2xlarge"|"ml.i3en.3xlarge"|"ml.i3en.6xlarge"|"ml.i3en.12xlarge"|"ml.i3en.24xlarge"|"ml.m7i.large"|"ml.m7i.xlarge"|"ml.m7i.2xlarge"|"ml.m7i.4xlarge"|"ml.m7i.8xlarge"|"ml.m7i.12xlarge"|"ml.m7i.16xlarge"|"ml.m7i.24xlarge"|"ml.m7i.48xlarge"|"ml.r7i.large"|"ml.r7i.xlarge"|"ml.r7i.2xlarge"|"ml.r7i.4xlarge"|"ml.r7i.8xlarge"|"ml.r7i.12xlarge"|"ml.r7i.16xlarge"|"ml.r7i.24xlarge"|"ml.r7i.48xlarge"|"ml.r5d.16xlarge"|"ml.g7e.2xlarge"|"ml.g7e.4xlarge"|"ml.g7e.8xlarge"|"ml.g7e.12xlarge"|"ml.g7e.24xlarge"|"ml.g7e.48xlarge"|"ml.p6-b300.48xlarge"|"ml.g4dn.xlarge"|"ml.g4dn.2xlarge"|"ml.g4dn.4xlarge"|"ml.g4dn.8xlarge"|"ml.g4dn.12xlarge"|"ml.g4dn.16xlarge"|"ml.c6g.medium"|"ml.c6g.large"|"ml.c6g.xlarge"|"ml.c6g.2xlarge"|"ml.c6g.4xlarge"|"ml.c6g.8xlarge"|"ml.c6g.12xlarge"|"ml.c6g.16xlarge"|"ml.c7g.medium"|"ml.c7g.large"|"ml.c7g.xlarge"|"ml.c7g.2xlarge"|"ml.c7g.4xlarge"|"ml.c7g.8xlarge"|"ml.c7g.12xlarge"|"ml.c7g.16xlarge"|"ml.c8g.medium"|"ml.c8g.large"|"ml.c8g.xlarge"|"ml.c8g.2xlarge"|"ml.c8g.4xlarge"|"ml.c8g.8xlarge"|"ml.c8g.12xlarge"|"ml.c8g.16xlarge"|"ml.c8g.24xlarge"|"ml.c8g.48xlarge"|"ml.c6a.large"|"ml.c6a.xlarge"|"ml.c6a.2xlarge"|"ml.c6a.4xlarge"|"ml.c6a.8xlarge"|"ml.c6a.12xlarge"|"ml.c6a.16xlarge"|"ml.c6a.24xlarge"|"ml.c6a.32xlarge"|"ml.c6a.48xlarge"|"ml.m6a.large"|"ml.m6a.xlarge"|"ml.m6a.2xlarge"|"ml.m6a.4xlarge"|"ml.m6a.8xlarge"|"ml.m6a.12xlarge"|"ml.m6a.16xlarge"|"ml.m6a.24xlarge"|"ml.m6a.32xlarge"|"ml.m6a.48xlarge"|"ml.m6g.medium"|"ml.m6g.large"|"ml.m6g.xlarge"|"ml.m6g.2xlarge"|"ml.m6g.4xlarge"|"ml.m6g.8xlarge"|"ml.m6g.12xlarge"|"ml.m6g.16xlarge"|"ml.m7g.medium"|"ml.m7g.large"|"ml.m7g.xlarge"|"ml.m7g.2xlarge"|"ml.m7g.4xlarge"|"ml.m7g.8xlarge"|"ml.m7g.12xlarge"|"ml.m7g.16xlarge"|"ml.m8g.medium"|"ml.m8g.large"|"ml.m8g.xlarge"|"ml.m8g.2xlarge"|"ml.m8g.4xlarge"|"ml.m8g.8xlarge"|"ml.m8g.12xlarge"|"ml.m8g.16xlarge"|"ml.m8g.24xlarge"|"ml.m8g.48xlarge"|"ml.g7.2xlarge"|"ml.g7.4xlarge"|"ml.g7.8xlarge"|"ml.g7.12xlarge"|"ml.g7.24xlarge"|"ml.g7.48xlarge"|"ml.c8a.16xlarge"|"ml.m8a.16xlarge"
        )
      ),
      LifeCycleConfig = list(
        SourceS3Uri = "string",
        OnCreate = "string",
        OnInitComplete = "string"
      ),
      ExecutionRole = "string",
      ThreadsPerCore = 123,
      InstanceStorageConfigs = list(
        list(
          EbsVolumeConfig = list(
            VolumeSizeInGB = 123,
            VolumeKmsKeyId = "string",
            RootVolume = TRUE|FALSE
          ),
          FsxLustreConfig = list(
            DnsName = "string",
            MountName = "string",
            MountPath = "string"
          ),
          FsxOpenZfsConfig = list(
            DnsName = "string",
            MountPath = "string"
          )
        )
      ),
      OnStartDeepHealthChecks = list(
        "InstanceStress"|"InstanceConnectivity"
      ),
      TrainingPlanArn = "string",
      OverrideVpcConfig = list(
        SecurityGroupIds = list(
          "string"
        ),
        Subnets = list(
          "string"
        )
      ),
      ScheduledUpdateConfig = list(
        ScheduleExpression = "string",
        DeploymentConfig = list(
          RollingUpdatePolicy = list(
            MaximumBatchSize = list(
              Type = "INSTANCE_COUNT"|"CAPACITY_PERCENTAGE",
              Value = 123
            ),
            RollbackMaximumBatchSize = list(
              Type = "INSTANCE_COUNT"|"CAPACITY_PERCENTAGE",
              Value = 123
            )
          ),
          WaitIntervalInSeconds = 123,
          AutoRollbackConfiguration = list(
            list(
              AlarmName = "string"
            )
          )
        )
      ),
      ImageId = "string",
      AutoPatchConfig = list(
        PatchingStrategy = "WhenIdle"|"WhenAllIdle",
        PatchSchedule = list(
          NextPatchDate = as.POSIXct(
            "2015-01-01"
          )
        ),
        DeploymentConfig = list(
          RollingUpdatePolicy = list(
            MaximumBatchSize = list(
              Type = "INSTANCE_COUNT"|"CAPACITY_PERCENTAGE",
              Value = 123
            ),
            RollbackMaximumBatchSize = list(
              Type = "INSTANCE_COUNT"|"CAPACITY_PERCENTAGE",
              Value = 123
            )
          ),
          WaitIntervalInSeconds = 123,
          AutoRollbackConfiguration = list(
            list(
              AlarmName = "string"
            )
          )
        )
      ),
      ImageReleaseVersion = "string",
      KubernetesConfig = list(
        Labels = list(
          "string"
        ),
        Taints = list(
          list(
            Key = "string",
            Value = "string",
            Effect = "NoSchedule"|"PreferNoSchedule"|"NoExecute"
          )
        )
      ),
      SlurmConfig = list(
        NodeType = "Controller"|"Login"|"Compute",
        PartitionNames = list(
          "string"
        )
      ),
      CapacityRequirements = list(
        Spot = list(),
        OnDemand = list()
      ),
      NetworkInterface = list(
        InterfaceType = "efa"|"efa-only"
      )
    )
  ),
  RestrictedInstanceGroups = list(
    list(
      InstanceCount = 123,
      InstanceGroupName = "string",
      InstanceType = "ml.p4d.24xlarge"|"ml.p4de.24xlarge"|"ml.p5.48xlarge"|"ml.p5.4xlarge"|"ml.p6e-gb200.36xlarge"|"ml.trn1.32xlarge"|"ml.trn1n.32xlarge"|"ml.g5.xlarge"|"ml.g5.2xlarge"|"ml.g5.4xlarge"|"ml.g5.8xlarge"|"ml.g5.12xlarge"|"ml.g5.16xlarge"|"ml.g5.24xlarge"|"ml.g5.48xlarge"|"ml.c5.large"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.12xlarge"|"ml.c5.18xlarge"|"ml.c5.24xlarge"|"ml.c5n.large"|"ml.c5n.2xlarge"|"ml.c5n.4xlarge"|"ml.c5n.9xlarge"|"ml.c5n.18xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.8xlarge"|"ml.m5.12xlarge"|"ml.m5.16xlarge"|"ml.m5.24xlarge"|"ml.t3.medium"|"ml.t3.large"|"ml.t3.xlarge"|"ml.t3.2xlarge"|"ml.g6.xlarge"|"ml.g6.2xlarge"|"ml.g6.4xlarge"|"ml.g6.8xlarge"|"ml.g6.16xlarge"|"ml.g6.12xlarge"|"ml.g6.24xlarge"|"ml.g6.48xlarge"|"ml.gr6.4xlarge"|"ml.gr6.8xlarge"|"ml.g6e.xlarge"|"ml.g6e.2xlarge"|"ml.g6e.4xlarge"|"ml.g6e.8xlarge"|"ml.g6e.16xlarge"|"ml.g6e.12xlarge"|"ml.g6e.24xlarge"|"ml.g6e.48xlarge"|"ml.p5e.48xlarge"|"ml.p5en.48xlarge"|"ml.p6-b200.48xlarge"|"ml.trn2.3xlarge"|"ml.trn2.48xlarge"|"ml.c6i.large"|"ml.c6i.xlarge"|"ml.c6i.2xlarge"|"ml.c6i.4xlarge"|"ml.c6i.8xlarge"|"ml.c6i.12xlarge"|"ml.c6i.16xlarge"|"ml.c6i.24xlarge"|"ml.c6i.32xlarge"|"ml.m6i.large"|"ml.m6i.xlarge"|"ml.m6i.2xlarge"|"ml.m6i.4xlarge"|"ml.m6i.8xlarge"|"ml.m6i.12xlarge"|"ml.m6i.16xlarge"|"ml.m6i.24xlarge"|"ml.m6i.32xlarge"|"ml.r6i.large"|"ml.r6i.xlarge"|"ml.r6i.2xlarge"|"ml.r6i.4xlarge"|"ml.r6i.8xlarge"|"ml.r6i.12xlarge"|"ml.r6i.16xlarge"|"ml.r6i.24xlarge"|"ml.r6i.32xlarge"|"ml.i3en.large"|"ml.i3en.xlarge"|"ml.i3en.2xlarge"|"ml.i3en.3xlarge"|"ml.i3en.6xlarge"|"ml.i3en.12xlarge"|"ml.i3en.24xlarge"|"ml.m7i.large"|"ml.m7i.xlarge"|"ml.m7i.2xlarge"|"ml.m7i.4xlarge"|"ml.m7i.8xlarge"|"ml.m7i.12xlarge"|"ml.m7i.16xlarge"|"ml.m7i.24xlarge"|"ml.m7i.48xlarge"|"ml.r7i.large"|"ml.r7i.xlarge"|"ml.r7i.2xlarge"|"ml.r7i.4xlarge"|"ml.r7i.8xlarge"|"ml.r7i.12xlarge"|"ml.r7i.16xlarge"|"ml.r7i.24xlarge"|"ml.r7i.48xlarge"|"ml.r5d.16xlarge"|"ml.g7e.2xlarge"|"ml.g7e.4xlarge"|"ml.g7e.8xlarge"|"ml.g7e.12xlarge"|"ml.g7e.24xlarge"|"ml.g7e.48xlarge"|"ml.p6-b300.48xlarge"|"ml.g4dn.xlarge"|"ml.g4dn.2xlarge"|"ml.g4dn.4xlarge"|"ml.g4dn.8xlarge"|"ml.g4dn.12xlarge"|"ml.g4dn.16xlarge"|"ml.c6g.medium"|"ml.c6g.large"|"ml.c6g.xlarge"|"ml.c6g.2xlarge"|"ml.c6g.4xlarge"|"ml.c6g.8xlarge"|"ml.c6g.12xlarge"|"ml.c6g.16xlarge"|"ml.c7g.medium"|"ml.c7g.large"|"ml.c7g.xlarge"|"ml.c7g.2xlarge"|"ml.c7g.4xlarge"|"ml.c7g.8xlarge"|"ml.c7g.12xlarge"|"ml.c7g.16xlarge"|"ml.c8g.medium"|"ml.c8g.large"|"ml.c8g.xlarge"|"ml.c8g.2xlarge"|"ml.c8g.4xlarge"|"ml.c8g.8xlarge"|"ml.c8g.12xlarge"|"ml.c8g.16xlarge"|"ml.c8g.24xlarge"|"ml.c8g.48xlarge"|"ml.c6a.large"|"ml.c6a.xlarge"|"ml.c6a.2xlarge"|"ml.c6a.4xlarge"|"ml.c6a.8xlarge"|"ml.c6a.12xlarge"|"ml.c6a.16xlarge"|"ml.c6a.24xlarge"|"ml.c6a.32xlarge"|"ml.c6a.48xlarge"|"ml.m6a.large"|"ml.m6a.xlarge"|"ml.m6a.2xlarge"|"ml.m6a.4xlarge"|"ml.m6a.8xlarge"|"ml.m6a.12xlarge"|"ml.m6a.16xlarge"|"ml.m6a.24xlarge"|"ml.m6a.32xlarge"|"ml.m6a.48xlarge"|"ml.m6g.medium"|"ml.m6g.large"|"ml.m6g.xlarge"|"ml.m6g.2xlarge"|"ml.m6g.4xlarge"|"ml.m6g.8xlarge"|"ml.m6g.12xlarge"|"ml.m6g.16xlarge"|"ml.m7g.medium"|"ml.m7g.large"|"ml.m7g.xlarge"|"ml.m7g.2xlarge"|"ml.m7g.4xlarge"|"ml.m7g.8xlarge"|"ml.m7g.12xlarge"|"ml.m7g.16xlarge"|"ml.m8g.medium"|"ml.m8g.large"|"ml.m8g.xlarge"|"ml.m8g.2xlarge"|"ml.m8g.4xlarge"|"ml.m8g.8xlarge"|"ml.m8g.12xlarge"|"ml.m8g.16xlarge"|"ml.m8g.24xlarge"|"ml.m8g.48xlarge"|"ml.g7.2xlarge"|"ml.g7.4xlarge"|"ml.g7.8xlarge"|"ml.g7.12xlarge"|"ml.g7.24xlarge"|"ml.g7.48xlarge"|"ml.c8a.16xlarge"|"ml.m8a.16xlarge",
      ExecutionRole = "string",
      ThreadsPerCore = 123,
      InstanceStorageConfigs = list(
        list(
          EbsVolumeConfig = list(
            VolumeSizeInGB = 123,
            VolumeKmsKeyId = "string",
            RootVolume = TRUE|FALSE
          ),
          FsxLustreConfig = list(
            DnsName = "string",
            MountName = "string",
            MountPath = "string"
          ),
          FsxOpenZfsConfig = list(
            DnsName = "string",
            MountPath = "string"
          )
        )
      ),
      OnStartDeepHealthChecks = list(
        "InstanceStress"|"InstanceConnectivity"
      ),
      TrainingPlanArn = "string",
      OverrideVpcConfig = list(
        SecurityGroupIds = list(
          "string"
        ),
        Subnets = list(
          "string"
        )
      ),
      ScheduledUpdateConfig = list(
        ScheduleExpression = "string",
        DeploymentConfig = list(
          RollingUpdatePolicy = list(
            MaximumBatchSize = list(
              Type = "INSTANCE_COUNT"|"CAPACITY_PERCENTAGE",
              Value = 123
            ),
            RollbackMaximumBatchSize = list(
              Type = "INSTANCE_COUNT"|"CAPACITY_PERCENTAGE",
              Value = 123
            )
          ),
          WaitIntervalInSeconds = 123,
          AutoRollbackConfiguration = list(
            list(
              AlarmName = "string"
            )
          )
        )
      ),
      EnvironmentConfig = list(
        FSxLustreConfig = list(
          SizeInGiB = 123,
          PerUnitStorageThroughput = 123
        )
      )
    )
  ),
  RestrictedInstanceGroupsConfig = list(
    SharedEnvironmentConfig = list(
      FSxLustreDeletionPolicy = "DeleteIfNotUsed"|"Keep",
      FSxLustreConfig = list(
        SizeInGiB = 123,
        PerUnitStorageThroughput = 123
      )
    )
  ),
  TieredStorageConfig = list(
    Mode = "Enable"|"Disable",
    InstanceMemoryAllocationPercentage = 123
  ),
  NodeRecovery = "Automatic"|"None",
  InstanceGroupsToDelete = list(
    "string"
  ),
  NodeProvisioningMode = "Continuous",
  ClusterRole = "string",
  AutoScaling = list(
    Mode = "Enable"|"Disable",
    AutoScalerType = "Karpenter"
  ),
  Orchestrator = list(
    Eks = list(
      ClusterArn = "string"
    ),
    Slurm = list(
      SlurmConfigStrategy = "Overwrite"|"Managed"|"Merge",
      AccountingDatabase = list(
        Endpoint = "string",
        Port = 123,
        Name = "string",
        SecretArn = "string"
      )
    )
  )
)