software.amazon.awssdk.services.sagemaker.model

Interface HyperParameterTuningJobCompletionDetails.Builder

All Superinterfaces:

Buildable, CopyableBuilder<HyperParameterTuningJobCompletionDetails.Builder,HyperParameterTuningJobCompletionDetails>, SdkBuilder<HyperParameterTuningJobCompletionDetails.Builder,HyperParameterTuningJobCompletionDetails>, SdkPojo

Enclosing class:

HyperParameterTuningJobCompletionDetails

public static interface HyperParameterTuningJobCompletionDetails.Builder
extends SdkPojo, CopyableBuilder<HyperParameterTuningJobCompletionDetails.Builder,HyperParameterTuningJobCompletionDetails>

Method Summary

Modifier and Type	Method and Description
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.
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.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

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.