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

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

Overview

Note:

When making an API call, you may pass DebugRuleConfiguration data as a hash:

{
  rule_configuration_name: "RuleConfigurationName", # required
  local_path: "DirectoryPath",
  s3_output_path: "S3Uri",
  rule_evaluator_image: "AlgorithmImage", # required
  instance_type: "ml.t3.medium", # accepts ml.t3.medium, ml.t3.large, ml.t3.xlarge, ml.t3.2xlarge, ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge, ml.r5.large, ml.r5.xlarge, ml.r5.2xlarge, ml.r5.4xlarge, ml.r5.8xlarge, ml.r5.12xlarge, ml.r5.16xlarge, ml.r5.24xlarge
  volume_size_in_gb: 1,
  rule_parameters: {
    "ConfigKey" => "ConfigValue",
  },
}

Configuration information for debugging rules.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#instance_typeString

The instance type to deploy for a training job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8272

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_pathString

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 8272

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_nameString

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 8272

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_imageString

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 8272

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_parametersHash<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 8272

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_pathString

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 8272

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_gbInteger

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 8272

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