Class: Aws::SageMaker::Types::DebugRuleConfiguration

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

Overview

Configuration information for SageMaker Debugger rules for debugging. To learn more about how to configure the DebugRuleConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#instance_type ⇒ String

The instance type to deploy a custom rule for debugging a training job.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9325

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  SENSITIVE = []
  include Aws::Structure
end

#local_path ⇒ String

Path to local storage location for output of rules. Defaults to /opt/ml/processing/output/rule/.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9325

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  SENSITIVE = []
  include Aws::Structure
end

#rule_configuration_name ⇒ String

The name of the rule configuration. It must be unique relative to other rule configuration names.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9325

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  SENSITIVE = []
  include Aws::Structure
end

#rule_evaluator_image ⇒ String

The Amazon Elastic Container (ECR) Image for the managed rule evaluation.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9325

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  SENSITIVE = []
  include Aws::Structure
end

#rule_parameters ⇒ Hash<String,String>

Runtime configuration for rule container.

Returns:

  • (Hash<String,String>) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9325

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  SENSITIVE = []
  include Aws::Structure
end

#s3_output_path ⇒ String

Path to Amazon S3 storage location for rules.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9325

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  SENSITIVE = []
  include Aws::Structure
end

#volume_size_in_gb ⇒ Integer

The size, in GB, of the ML storage volume attached to the processing instance.

Returns:

  • (Integer) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9325

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  SENSITIVE = []
  include Aws::Structure
end