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

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

Overview

The job completion criteria.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#best_objective_not_improving ⇒ Types::BestObjectiveNotImproving

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

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 55428

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

#convergence_detected ⇒ Types::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.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 55428

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

#target_objective_metric_value ⇒ Float

The value of the objective metric.

Returns:

  • (Float) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 55428

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