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.
42639 42640 42641 42642 42643 42644 42645 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42639 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.
42639 42640 42641 42642 42643 42644 42645 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42639 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.
42639 42640 42641 42642 42643 42644 42645 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42639 class TuningJobCompletionCriteria < Struct.new( :target_objective_metric_value, :best_objective_not_improving, :convergence_detected) SENSITIVE = [] include Aws::Structure end |