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 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 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 29586 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 29586 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 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 model monitoring job.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 29586 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 29586 class MonitoringClusterConfig < Struct.new( :instance_count, :instance_type, :volume_size_in_gb, :volume_kms_key_id) SENSITIVE = [] include Aws::Structure end |