Interface HyperParameterTuningJobCompletionDetails.Builder

    • Method Detail

      • numberOfTrainingJobsObjectiveNotImproving

        HyperParameterTuningJobCompletionDetails.Builder numberOfTrainingJobsObjectiveNotImproving​(Integer numberOfTrainingJobsObjectiveNotImproving)

        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.

        Parameters:
        numberOfTrainingJobsObjectiveNotImproving - 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.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • convergenceDetectedTime

        HyperParameterTuningJobCompletionDetails.Builder convergenceDetectedTime​(Instant convergenceDetectedTime)

        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.

        Parameters:
        convergenceDetectedTime - 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.
        Returns:
        Returns a reference to this object so that method calls can be chained together.