Class: Aws::SageMaker::Types::MonitoringClusterConfig

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

Configuration for the cluster used to run model monitoring jobs.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

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.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 28616

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.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 28616

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.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 28616

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.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 28616

class MonitoringClusterConfig < Struct.new(
  :instance_count,
  :instance_type,
  :volume_size_in_gb,
  :volume_kms_key_id)
  SENSITIVE = []
  include Aws::Structure
end