Class: Aws::SageMaker::Types::ProcessingClusterConfig
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::ProcessingClusterConfig
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Configuration for the cluster used to run a processing job.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#instance_count ⇒ Integer
The number of ML compute instances to use in the processing job.
-
#instance_type ⇒ String
The ML compute instance type for the processing job.
-
#volume_kms_key_id ⇒ String
The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.
-
#volume_size_in_gb ⇒ Integer
The size of the ML storage volume in gigabytes that you want to provision.
Instance Attribute Details
#instance_count ⇒ Integer
The number of ML compute instances to use in the processing job. For distributed processing jobs, specify a value greater than 1. The default value is 1.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 36723 class ProcessingClusterConfig < Struct.new( :instance_count, :instance_type, :volume_size_in_gb, :volume_kms_key_id) SENSITIVE = [] include Aws::Structure end |
#instance_type ⇒ String
The ML compute instance type for the processing job.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 36723 class ProcessingClusterConfig < Struct.new( :instance_count, :instance_type, :volume_size_in_gb, :volume_kms_key_id) SENSITIVE = [] include Aws::Structure end |
#volume_kms_key_id ⇒ String
The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.
VolumeKmsKeyId
when using an instance type with local storage.
For a list of instance types that support local instance storage, see Instance Store Volumes.
For more information about local instance storage encryption, see SSD Instance Store Volumes.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 36723 class ProcessingClusterConfig < Struct.new( :instance_count, :instance_type, :volume_size_in_gb, :volume_kms_key_id) SENSITIVE = [] include Aws::Structure end |
#volume_size_in_gb ⇒ Integer
The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.
VolumeSizeInGB
greater than the total size of the local instance
storage.
For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 36723 class ProcessingClusterConfig < Struct.new( :instance_count, :instance_type, :volume_size_in_gb, :volume_kms_key_id) SENSITIVE = [] include Aws::Structure end |