Class: Aws::SageMaker::Types::TuningJobCompletionCriteria

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

Overview

The job completion criteria.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#best_objective_not_improvingTypes::BestObjectiveNotImproving

A flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42605

class TuningJobCompletionCriteria < Struct.new(
  :target_objective_metric_value,
  :best_objective_not_improving,
  :convergence_detected)
  SENSITIVE = []
  include Aws::Structure
end

#convergence_detectedTypes::ConvergenceDetected

A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42605

class TuningJobCompletionCriteria < Struct.new(
  :target_objective_metric_value,
  :best_objective_not_improving,
  :convergence_detected)
  SENSITIVE = []
  include Aws::Structure
end

#target_objective_metric_valueFloat

The value of the objective metric.

Returns:

  • (Float)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42605

class TuningJobCompletionCriteria < Struct.new(
  :target_objective_metric_value,
  :best_objective_not_improving,
  :convergence_detected)
  SENSITIVE = []
  include Aws::Structure
end