Class: Aws::SageMaker::Types::TuningJobCompletionCriteria
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::TuningJobCompletionCriteria
- 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
-
#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.
-
#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.
-
#target_objective_metric_value ⇒ Float
The value of the objective metric.
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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42744 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42744 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42744 class TuningJobCompletionCriteria < Struct.new( :target_objective_metric_value, :best_objective_not_improving, :convergence_detected) SENSITIVE = [] include Aws::Structure end |