Class: Aws::SageMaker::Types::MonitoringClusterConfig
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::MonitoringClusterConfig
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Configuration for the cluster used to run model monitoring jobs.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#instance_count ⇒ Integer
The number of ML compute instances to use in the model monitoring job.
-
#instance_type ⇒ String
The ML compute instance type for the processing job.
-
#volume_kms_key_id ⇒ String
The Key Management Service (KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring 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 model monitoring 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 32303 class MonitoringClusterConfig < 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 32303 class MonitoringClusterConfig < 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 Key Management Service (KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32303 class MonitoringClusterConfig < 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32303 class MonitoringClusterConfig < Struct.new( :instance_count, :instance_type, :volume_size_in_gb, :volume_kms_key_id) SENSITIVE = [] include Aws::Structure end |