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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DebugRuleConfiguration

Includes:

Aws::Structure

Defined in:

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].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #instance_type ⇒ String

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

• #local_path ⇒ String

  Path to local storage location for output of rules.

• #rule_configuration_name ⇒ String

  The name of the rule configuration.

• #rule_evaluator_image ⇒ String

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

• #rule_parameters ⇒ Hash<String,String>

  Runtime configuration for rule container.

• #s3_output_path ⇒ String

  Path to Amazon S3 storage location for rules.

• #volume_size_in_gb ⇒ Integer

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

Instance Attribute Details

#instance_type ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 10938

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 10938

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 10938

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 10938

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>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 10938

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 10938

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 10938

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