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
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 10946 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/`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 10946 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 10946 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 10946 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 10946 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 10946 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 10946 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 |