Class: Aws::SageMaker::Types::ClusterRestrictedInstanceGroupSpecification
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::ClusterRestrictedInstanceGroupSpecification
- 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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#environment_config ⇒ Types::EnvironmentConfig
The configuration for the restricted instance groups (RIG) environment.
-
#execution_role ⇒ String
Specifies an IAM execution role to be assumed by the restricted instance group.
-
#instance_count ⇒ Integer
Specifies the number of instances to add to the restricted instance group of a SageMaker HyperPod cluster.
-
#instance_group_name ⇒ String
Specifies the name of the restricted instance group.
-
#instance_storage_configs ⇒ Array<Types::ClusterInstanceStorageConfig>
Specifies the additional storage configurations for the instances in the SageMaker HyperPod cluster restricted instance group.
-
#instance_type ⇒ String
Specifies the instance type of the restricted instance group.
-
#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.
-
#override_vpc_config ⇒ Types::VpcConfig
Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
-
#scheduled_update_config ⇒ Types::ScheduledUpdateConfig
The configuration object of the schedule that SageMaker follows when updating the AMI.
-
#threads_per_core ⇒ Integer
The number you specified to
TreadsPerCore
inCreateCluster
for enabling or disabling multithreading. -
#training_plan_arn ⇒ String
The Amazon Resource Name (ARN) of the training plan to filter clusters by.
Instance Attribute Details
#environment_config ⇒ Types::EnvironmentConfig
The configuration for the restricted instance groups (RIG) environment.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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
.
5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5747 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 |