Class: Aws::SageMaker::Types::ClusterInstanceGroupSpecification
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::ClusterInstanceGroupSpecification
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
The specifications of an instance group that you need to define.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
-
#override_vpc_config ⇒ Types::VpcConfig
To configure multi-AZ deployments, customize the VPC configuration at the instance group level.
-
#threads_per_core ⇒ Integer
Specifies the value for Threads per core.
-
#training_plan_arn ⇒ String
The Amazon Resource Name (ARN); of the training plan to use for this cluster instance group.
Instance Attribute Details
#execution_role ⇒ String
Specifies an IAM execution role to be assumed by the instance group.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_config) SENSITIVE = [] include Aws::Structure end |
#instance_count ⇒ Integer
Specifies the number of instances to add to the instance group of a SageMaker HyperPod cluster.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_config) SENSITIVE = [] include Aws::Structure end |
#instance_group_name ⇒ String
Specifies the name of the instance group.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_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 instance group.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_config) SENSITIVE = [] include Aws::Structure end |
#instance_type ⇒ String
Specifies the instance type of the instance group.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_config) SENSITIVE = [] include Aws::Structure end |
#life_cycle_config ⇒ Types::ClusterLifeCycleConfig
Specifies the LifeCycle configuration for the instance group.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_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 instance group is created or updated.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_config) SENSITIVE = [] include Aws::Structure end |
#override_vpc_config ⇒ Types::VpcConfig
To configure multi-AZ deployments, customize the VPC configuration at the instance group level. You can specify different subnets and security groups across different AZs in the instance group specification to override a SageMaker HyperPod cluster's default VPC configuration. For more information about deploying a cluster in multiple AZs, see Setting up SageMaker HyperPod clusters across multiple AZs.
For information about adding IPv6 support for your VPC, see IPv6 support for your VPC.
For information about creating a new VPC for use with IPv6, see Create a VPC.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_config) 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_config) SENSITIVE = [] include Aws::Structure end |
#training_plan_arn ⇒ String
The Amazon Resource Name (ARN); of the training plan to use for this cluster instance group.
For more information about how to reserve GPU capacity for your
SageMaker HyperPod clusters using Amazon SageMaker Training Plan,
see CreateTrainingPlan
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4397 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, :training_plan_arn, :override_vpc_config) SENSITIVE = [] include Aws::Structure end |