Class: Aws::SageMaker::Types::DebugRuleConfiguration
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::DebugRuleConfiguration
- 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.
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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10171 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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10171 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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10171 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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10171 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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10171 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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10171 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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10171 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 |