ClusterRestrictedInstanceGroupSpecification
¶
Source code in docs_src/capo_sagemaker/types/cluster_restricted_instance_group_specification.py
environment_config
instance-attribute
¶
environment_config: NotRequired[EnvironmentConfig]
The configuration for the restricted instance groups (RIG) environment.
execution_role
instance-attribute
¶
execution_role: NotRequired[RoleArn]
Specifies an IAM execution role to be assumed by the restricted instance group.
instance_count
instance-attribute
¶
instance_count: NotRequired[ClusterInstanceCount]
Specifies the number of instances to add to the restricted instance group of a SageMaker HyperPod cluster.
instance_group_name
instance-attribute
¶
instance_group_name: NotRequired[ClusterInstanceGroupName]
Specifies the name of the restricted instance group.
instance_storage_configs
instance-attribute
¶
instance_storage_configs: NotRequired[ClusterInstanceStorageConfigs]
Specifies the additional storage configurations for the instances in the SageMaker HyperPod cluster restricted instance group.
instance_type
instance-attribute
¶
instance_type: NotRequired[ClusterInstanceType]
Specifies the instance type of the restricted instance group.
on_start_deep_health_checks
instance-attribute
¶
on_start_deep_health_checks: NotRequired[OnStartDeepHealthChecks]
A flag indicating whether deep health checks should be performed when the cluster restricted instance group is created or updated.
scheduled_update_config
instance-attribute
¶
scheduled_update_config: NotRequired[ScheduledUpdateConfig]
threads_per_core
instance-attribute
¶
threads_per_core: NotRequired[ClusterThreadsPerCore]
The number you specified to TreadsPerCore in CreateCluster for enabling or disabling multithreading. For instance types that support multithreading, you can specify 1 for disabling multithreading and 2 for enabling multithreading. For more information, see the reference table of CPU cores and threads per CPU core per instance type in the Amazon Elastic Compute Cloud User Guide.
training_plan_arn
instance-attribute
¶
training_plan_arn: NotRequired[TrainingPlanArn]
The Amazon Resource Name (ARN) of the training plan to filter clusters by. For more information about reserving GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see CreateTrainingPlan .