Class: Aws::SageMaker::Types::ClusterRestrictedInstanceGroupSpecification

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

The specifications of a restricted instance group that you need to define.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#environment_config ⇒ Types::EnvironmentConfig

The configuration for the restricted instance groups (RIG) environment.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#execution_role ⇒ String

Specifies an IAM execution role to be assumed by the restricted instance group.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#instance_count ⇒ Integer

Specifies the number of instances to add to the restricted instance group of a SageMaker HyperPod cluster.

Returns:

  • (Integer) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#instance_group_name ⇒ String

Specifies the name of the restricted instance group.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#instance_storage_configs ⇒ Array<Types::ClusterInstanceStorageConfig>

Specifies the additional storage configurations for the instances in the SageMaker HyperPod cluster restricted instance group.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#instance_type ⇒ String

Specifies the instance type of the restricted instance group.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#on_start_deep_health_checks ⇒ Array<String>

A flag indicating whether deep health checks should be performed when the cluster restricted instance group is created or updated.

Returns:

  • (Array<String>) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#override_vpc_config ⇒ Types::VpcConfig

Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to. You can control access to and from your resources by configuring a VPC. For more information, see Give SageMaker Access to Resources in your Amazon VPC.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#scheduled_update_config ⇒ Types::ScheduledUpdateConfig

The configuration object of the schedule that SageMaker follows when updating the AMI.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#threads_per_core ⇒ Integer

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.

Returns:

  • (Integer) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end

#training_plan_arn ⇒ String

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.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6493

class ClusterRestrictedInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :training_plan_arn,
  :override_vpc_config,
  :scheduled_update_config,
  :environment_config)
  SENSITIVE = []
  include Aws::Structure
end