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.

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 15586

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 15586

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 15586

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 15586

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 15586

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 15586

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 15586

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