Class: Aws::SageMaker::Types::ClusterInstanceGroupSpecification

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ClusterInstanceGroupSpecification

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

The specifications of an instance group that you need to define.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #execution_role ⇒ String

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

• #instance_count ⇒ Integer

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

• #instance_group_name ⇒ String

  Specifies the name of the instance group.

• #instance_storage_configs ⇒ Array<Types::ClusterInstanceStorageConfig>

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

• #instance_type ⇒ String

  Specifies the instance type of the instance group.

• #life_cycle_config ⇒ Types::ClusterLifeCycleConfig

  Specifies the LifeCycle configuration for the instance group.

• #on_start_deep_health_checks ⇒ Array<String>

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

• #threads_per_core ⇒ Integer

  Specifies the value for **Threads per core**.

Instance Attribute Details

#execution_role ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4295

class ClusterInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks)
  SENSITIVE = []
  include Aws::Structure
end

#instance_count ⇒ Integer

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

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4295

class ClusterInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks)
  SENSITIVE = []
  include Aws::Structure
end

#instance_group_name ⇒ String

Specifies the name of the instance group.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4295

class ClusterInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks)
  SENSITIVE = []
  include Aws::Structure
end

#instance_storage_configs ⇒ Array<Types::ClusterInstanceStorageConfig>

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

Returns:

• (Array<Types::ClusterInstanceStorageConfig>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4295

class ClusterInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks)
  SENSITIVE = []
  include Aws::Structure
end

#instance_type ⇒ String

Specifies the instance type of the instance group.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4295

class ClusterInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks)
  SENSITIVE = []
  include Aws::Structure
end

#life_cycle_config ⇒ Types::ClusterLifeCycleConfig

Specifies the LifeCycle configuration for the instance group.

Returns:

• (Types::ClusterLifeCycleConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4295

class ClusterInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks)
  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 instance group is created or updated.

Returns:

• (Array<String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4295

class ClusterInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks)
  SENSITIVE = []
  include Aws::Structure
end

#threads_per_core ⇒ Integer

Specifies the value for **Threads per core**. For instance types that support multithreading, you can specify ‘1` for disabling multithreading and `2` for enabling multithreading. For instance types that doesn’t support multithreading, specify ‘1`. 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*.

[1]: docs.aws.amazon.com/AWSEC2/latest/UserGuide/cpu-options-supported-instances-values.html

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4295

class ClusterInstanceGroupSpecification < Struct.new(
  :instance_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks)
  SENSITIVE = []
  include Aws::Structure
end