Class: Aws::SageMaker::Types::HyperParameterTuningJobCompletionDetails
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::HyperParameterTuningJobCompletionDetails
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
A structure that contains runtime information about both current and completed hyperparameter tuning jobs.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#convergence_detected_time ⇒ Time
The time in timestamp format that AMT detected model convergence, as defined by a lack of significant improvement over time based on criteria developed over a wide range of diverse benchmarking tests.
-
#number_of_training_jobs_objective_not_improving ⇒ Integer
The number of training jobs launched by a tuning job that are not improving (1% or less) as measured by model performance evaluated against an objective function.
Instance Attribute Details
#convergence_detected_time ⇒ Time
The time in timestamp format that AMT detected model convergence, as defined by a lack of significant improvement over time based on criteria developed over a wide range of diverse benchmarking tests.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23015 class HyperParameterTuningJobCompletionDetails < Struct.new( :number_of_training_jobs_objective_not_improving, :convergence_detected_time) SENSITIVE = [] include Aws::Structure end |
#number_of_training_jobs_objective_not_improving ⇒ Integer
The number of training jobs launched by a tuning job that are not improving (1% or less) as measured by model performance evaluated against an objective function.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23015 class HyperParameterTuningJobCompletionDetails < Struct.new( :number_of_training_jobs_objective_not_improving, :convergence_detected_time) SENSITIVE = [] include Aws::Structure end |