public static interface DescribeHyperParameterTuningJobResponse.Builder extends SageMakerResponse.Builder, SdkPojo, CopyableBuilder<DescribeHyperParameterTuningJobResponse.Builder,DescribeHyperParameterTuningJobResponse>
| Modifier and Type | Method and Description |
|---|---|
DescribeHyperParameterTuningJobResponse.Builder |
autotune(Autotune autotune)
A flag to indicate if autotune is enabled for the hyperparameter tuning job.
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default DescribeHyperParameterTuningJobResponse.Builder |
autotune(Consumer<Autotune.Builder> autotune)
A flag to indicate if autotune is enabled for the hyperparameter tuning job.
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default DescribeHyperParameterTuningJobResponse.Builder |
bestTrainingJob(Consumer<HyperParameterTrainingJobSummary.Builder> bestTrainingJob)
A
TrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.
|
DescribeHyperParameterTuningJobResponse.Builder |
bestTrainingJob(HyperParameterTrainingJobSummary bestTrainingJob)
A
TrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.
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default DescribeHyperParameterTuningJobResponse.Builder |
consumedResources(Consumer<HyperParameterTuningJobConsumedResources.Builder> consumedResources)
Sets the value of the ConsumedResources property for this object.
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DescribeHyperParameterTuningJobResponse.Builder |
consumedResources(HyperParameterTuningJobConsumedResources consumedResources)
Sets the value of the ConsumedResources property for this object.
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DescribeHyperParameterTuningJobResponse.Builder |
creationTime(Instant creationTime)
The date and time that the tuning job started.
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DescribeHyperParameterTuningJobResponse.Builder |
failureReason(String failureReason)
If the tuning job failed, the reason it failed.
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DescribeHyperParameterTuningJobResponse.Builder |
hyperParameterTuningEndTime(Instant hyperParameterTuningEndTime)
The date and time that the tuning job ended.
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DescribeHyperParameterTuningJobResponse.Builder |
hyperParameterTuningJobArn(String hyperParameterTuningJobArn)
The Amazon Resource Name (ARN) of the tuning job.
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default DescribeHyperParameterTuningJobResponse.Builder |
hyperParameterTuningJobConfig(Consumer<HyperParameterTuningJobConfig.Builder> hyperParameterTuningJobConfig)
The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
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DescribeHyperParameterTuningJobResponse.Builder |
hyperParameterTuningJobConfig(HyperParameterTuningJobConfig hyperParameterTuningJobConfig)
The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
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DescribeHyperParameterTuningJobResponse.Builder |
hyperParameterTuningJobName(String hyperParameterTuningJobName)
The name of the hyperparameter tuning job.
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DescribeHyperParameterTuningJobResponse.Builder |
hyperParameterTuningJobStatus(HyperParameterTuningJobStatus hyperParameterTuningJobStatus)
The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
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DescribeHyperParameterTuningJobResponse.Builder |
hyperParameterTuningJobStatus(String hyperParameterTuningJobStatus)
The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
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DescribeHyperParameterTuningJobResponse.Builder |
lastModifiedTime(Instant lastModifiedTime)
The date and time that the status of the tuning job was modified.
|
default DescribeHyperParameterTuningJobResponse.Builder |
objectiveStatusCounters(Consumer<ObjectiveStatusCounters.Builder> objectiveStatusCounters)
The
ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status of
their final objective metric, that this tuning job launched.
|
DescribeHyperParameterTuningJobResponse.Builder |
objectiveStatusCounters(ObjectiveStatusCounters objectiveStatusCounters)
The
ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status of
their final objective metric, that this tuning job launched.
|
default DescribeHyperParameterTuningJobResponse.Builder |
overallBestTrainingJob(Consumer<HyperParameterTrainingJobSummary.Builder> overallBestTrainingJob)
If the hyperparameter tuning job is an warm start tuning job with a
WarmStartType of
IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the best objective metric value of all training jobs
launched by this tuning job and all parent jobs specified for the warm start tuning job. |
DescribeHyperParameterTuningJobResponse.Builder |
overallBestTrainingJob(HyperParameterTrainingJobSummary overallBestTrainingJob)
If the hyperparameter tuning job is an warm start tuning job with a
WarmStartType of
IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the best objective metric value of all training jobs
launched by this tuning job and all parent jobs specified for the warm start tuning job. |
default DescribeHyperParameterTuningJobResponse.Builder |
trainingJobDefinition(Consumer<HyperParameterTrainingJobDefinition.Builder> trainingJobDefinition)
The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this
tuning job launches.
|
DescribeHyperParameterTuningJobResponse.Builder |
trainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition)
The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this
tuning job launches.
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DescribeHyperParameterTuningJobResponse.Builder |
trainingJobDefinitions(Collection<HyperParameterTrainingJobDefinition> trainingJobDefinitions)
A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
|
DescribeHyperParameterTuningJobResponse.Builder |
trainingJobDefinitions(Consumer<HyperParameterTrainingJobDefinition.Builder>... trainingJobDefinitions)
A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
|
DescribeHyperParameterTuningJobResponse.Builder |
trainingJobDefinitions(HyperParameterTrainingJobDefinition... trainingJobDefinitions)
A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
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default DescribeHyperParameterTuningJobResponse.Builder |
trainingJobStatusCounters(Consumer<TrainingJobStatusCounters.Builder> trainingJobStatusCounters)
The
TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status, that
this tuning job launched.
|
DescribeHyperParameterTuningJobResponse.Builder |
trainingJobStatusCounters(TrainingJobStatusCounters trainingJobStatusCounters)
The
TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status, that
this tuning job launched.
|
default DescribeHyperParameterTuningJobResponse.Builder |
tuningJobCompletionDetails(Consumer<HyperParameterTuningJobCompletionDetails.Builder> tuningJobCompletionDetails)
Tuning job completion information returned as the response from a hyperparameter tuning job.
|
DescribeHyperParameterTuningJobResponse.Builder |
tuningJobCompletionDetails(HyperParameterTuningJobCompletionDetails tuningJobCompletionDetails)
Tuning job completion information returned as the response from a hyperparameter tuning job.
|
default DescribeHyperParameterTuningJobResponse.Builder |
warmStartConfig(Consumer<HyperParameterTuningJobWarmStartConfig.Builder> warmStartConfig)
The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs
as a starting point.
|
DescribeHyperParameterTuningJobResponse.Builder |
warmStartConfig(HyperParameterTuningJobWarmStartConfig warmStartConfig)
The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs
as a starting point.
|
build, responseMetadata, responseMetadatasdkHttpResponse, sdkHttpResponseequalsBySdkFields, sdkFieldscopyapplyMutation, buildDescribeHyperParameterTuningJobResponse.Builder hyperParameterTuningJobName(String hyperParameterTuningJobName)
The name of the hyperparameter tuning job.
hyperParameterTuningJobName - The name of the hyperparameter tuning job.DescribeHyperParameterTuningJobResponse.Builder hyperParameterTuningJobArn(String hyperParameterTuningJobArn)
The Amazon Resource Name (ARN) of the tuning job.
hyperParameterTuningJobArn - The Amazon Resource Name (ARN) of the tuning job.DescribeHyperParameterTuningJobResponse.Builder hyperParameterTuningJobConfig(HyperParameterTuningJobConfig hyperParameterTuningJobConfig)
The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
hyperParameterTuningJobConfig - The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.default DescribeHyperParameterTuningJobResponse.Builder hyperParameterTuningJobConfig(Consumer<HyperParameterTuningJobConfig.Builder> hyperParameterTuningJobConfig)
The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
This is a convenience method that creates an instance of theHyperParameterTuningJobConfig.Builder
avoiding the need to create one manually via HyperParameterTuningJobConfig.builder().
When the Consumer completes, SdkBuilder.build() is called
immediately and its result is passed to hyperParameterTuningJobConfig(HyperParameterTuningJobConfig).
hyperParameterTuningJobConfig - a consumer that will call methods on HyperParameterTuningJobConfig.BuilderhyperParameterTuningJobConfig(HyperParameterTuningJobConfig)DescribeHyperParameterTuningJobResponse.Builder trainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition)
The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
trainingJobDefinition - The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs
that this tuning job launches.default DescribeHyperParameterTuningJobResponse.Builder trainingJobDefinition(Consumer<HyperParameterTrainingJobDefinition.Builder> trainingJobDefinition)
The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
This is a convenience method that creates an instance of theHyperParameterTrainingJobDefinition.Builder avoiding the need to create one manually via
HyperParameterTrainingJobDefinition.builder().
When the Consumer completes, SdkBuilder.build() is called
immediately and its result is passed to trainingJobDefinition(HyperParameterTrainingJobDefinition).
trainingJobDefinition - a consumer that will call methods on HyperParameterTrainingJobDefinition.BuildertrainingJobDefinition(HyperParameterTrainingJobDefinition)DescribeHyperParameterTuningJobResponse.Builder trainingJobDefinitions(Collection<HyperParameterTrainingJobDefinition> trainingJobDefinitions)
A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
trainingJobDefinitions - A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.DescribeHyperParameterTuningJobResponse.Builder trainingJobDefinitions(HyperParameterTrainingJobDefinition... trainingJobDefinitions)
A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
trainingJobDefinitions - A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.DescribeHyperParameterTuningJobResponse.Builder trainingJobDefinitions(Consumer<HyperParameterTrainingJobDefinition.Builder>... trainingJobDefinitions)
A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
This is a convenience method that creates an instance of theHyperParameterTrainingJobDefinition.Builder avoiding
the need to create one manually via
HyperParameterTrainingJobDefinition.builder().
When the Consumer completes,
SdkBuilder.build()
is called immediately and its result is passed to #trainingJobDefinitions(List.
trainingJobDefinitions - a consumer that will call methods on
HyperParameterTrainingJobDefinition.Builder#trainingJobDefinitions(java.util.Collection) DescribeHyperParameterTuningJobResponse.Builder hyperParameterTuningJobStatus(String hyperParameterTuningJobStatus)
The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
hyperParameterTuningJobStatus - The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.HyperParameterTuningJobStatus,
HyperParameterTuningJobStatusDescribeHyperParameterTuningJobResponse.Builder hyperParameterTuningJobStatus(HyperParameterTuningJobStatus hyperParameterTuningJobStatus)
The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
hyperParameterTuningJobStatus - The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.HyperParameterTuningJobStatus,
HyperParameterTuningJobStatusDescribeHyperParameterTuningJobResponse.Builder creationTime(Instant creationTime)
The date and time that the tuning job started.
creationTime - The date and time that the tuning job started.DescribeHyperParameterTuningJobResponse.Builder hyperParameterTuningEndTime(Instant hyperParameterTuningEndTime)
The date and time that the tuning job ended.
hyperParameterTuningEndTime - The date and time that the tuning job ended.DescribeHyperParameterTuningJobResponse.Builder lastModifiedTime(Instant lastModifiedTime)
The date and time that the status of the tuning job was modified.
lastModifiedTime - The date and time that the status of the tuning job was modified.DescribeHyperParameterTuningJobResponse.Builder trainingJobStatusCounters(TrainingJobStatusCounters trainingJobStatusCounters)
The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status, that this tuning job launched.
trainingJobStatusCounters - The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by
status, that this tuning job launched.default DescribeHyperParameterTuningJobResponse.Builder trainingJobStatusCounters(Consumer<TrainingJobStatusCounters.Builder> trainingJobStatusCounters)
The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status, that this tuning job launched.
This is a convenience method that creates an instance of theTrainingJobStatusCounters.Builder
avoiding the need to create one manually via TrainingJobStatusCounters.builder().
When the Consumer completes, SdkBuilder.build() is called immediately
and its result is passed to trainingJobStatusCounters(TrainingJobStatusCounters).
trainingJobStatusCounters - a consumer that will call methods on TrainingJobStatusCounters.BuildertrainingJobStatusCounters(TrainingJobStatusCounters)DescribeHyperParameterTuningJobResponse.Builder objectiveStatusCounters(ObjectiveStatusCounters objectiveStatusCounters)
The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status of their final objective metric, that this tuning job launched.
objectiveStatusCounters - The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the
status of their final objective metric, that this tuning job launched.default DescribeHyperParameterTuningJobResponse.Builder objectiveStatusCounters(Consumer<ObjectiveStatusCounters.Builder> objectiveStatusCounters)
The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status of their final objective metric, that this tuning job launched.
This is a convenience method that creates an instance of theObjectiveStatusCounters.Builder avoiding
the need to create one manually via ObjectiveStatusCounters.builder().
When the Consumer completes, SdkBuilder.build() is called immediately
and its result is passed to objectiveStatusCounters(ObjectiveStatusCounters).
objectiveStatusCounters - a consumer that will call methods on ObjectiveStatusCounters.BuilderobjectiveStatusCounters(ObjectiveStatusCounters)DescribeHyperParameterTuningJobResponse.Builder bestTrainingJob(HyperParameterTrainingJobSummary bestTrainingJob)
A TrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.
bestTrainingJob - A
TrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.default DescribeHyperParameterTuningJobResponse.Builder bestTrainingJob(Consumer<HyperParameterTrainingJobSummary.Builder> bestTrainingJob)
A TrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.
This is a convenience method that creates an instance of theHyperParameterTrainingJobSummary.Builder
avoiding the need to create one manually via HyperParameterTrainingJobSummary.builder().
When the Consumer completes, SdkBuilder.build() is called
immediately and its result is passed to bestTrainingJob(HyperParameterTrainingJobSummary).
bestTrainingJob - a consumer that will call methods on HyperParameterTrainingJobSummary.BuilderbestTrainingJob(HyperParameterTrainingJobSummary)DescribeHyperParameterTuningJobResponse.Builder overallBestTrainingJob(HyperParameterTrainingJobSummary overallBestTrainingJob)
If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the best objective metric value of all training jobs
launched by this tuning job and all parent jobs specified for the warm start tuning job.
overallBestTrainingJob - If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the best objective metric value of all training jobs
launched by this tuning job and all parent jobs specified for the warm start tuning job.default DescribeHyperParameterTuningJobResponse.Builder overallBestTrainingJob(Consumer<HyperParameterTrainingJobSummary.Builder> overallBestTrainingJob)
If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the best objective metric value of all training jobs
launched by this tuning job and all parent jobs specified for the warm start tuning job.
HyperParameterTrainingJobSummary.Builder
avoiding the need to create one manually via HyperParameterTrainingJobSummary.builder().
When the Consumer completes, SdkBuilder.build() is called
immediately and its result is passed to overallBestTrainingJob(HyperParameterTrainingJobSummary).
overallBestTrainingJob - a consumer that will call methods on HyperParameterTrainingJobSummary.BuilderoverallBestTrainingJob(HyperParameterTrainingJobSummary)DescribeHyperParameterTuningJobResponse.Builder warmStartConfig(HyperParameterTuningJobWarmStartConfig warmStartConfig)
The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to search over in the new tuning job.
warmStartConfig - The configuration for starting the hyperparameter parameter tuning job using one or more previous
tuning jobs as a starting point. The results of previous tuning jobs are used to inform which
combinations of hyperparameters to search over in the new tuning job.default DescribeHyperParameterTuningJobResponse.Builder warmStartConfig(Consumer<HyperParameterTuningJobWarmStartConfig.Builder> warmStartConfig)
The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to search over in the new tuning job.
This is a convenience method that creates an instance of theHyperParameterTuningJobWarmStartConfig.Builder avoiding the need to create one manually via
HyperParameterTuningJobWarmStartConfig.builder().
When the Consumer completes, SdkBuilder.build() is called
immediately and its result is passed to warmStartConfig(HyperParameterTuningJobWarmStartConfig).
warmStartConfig - a consumer that will call methods on HyperParameterTuningJobWarmStartConfig.BuilderwarmStartConfig(HyperParameterTuningJobWarmStartConfig)DescribeHyperParameterTuningJobResponse.Builder failureReason(String failureReason)
If the tuning job failed, the reason it failed.
failureReason - If the tuning job failed, the reason it failed.DescribeHyperParameterTuningJobResponse.Builder tuningJobCompletionDetails(HyperParameterTuningJobCompletionDetails tuningJobCompletionDetails)
Tuning job completion information returned as the response from a hyperparameter tuning job. This information tells if your tuning job has or has not converged. It also includes the number of training jobs that have not improved model performance as evaluated against the objective function.
tuningJobCompletionDetails - Tuning job completion information returned as the response from a hyperparameter tuning job. This
information tells if your tuning job has or has not converged. It also includes the number of training
jobs that have not improved model performance as evaluated against the objective function.default DescribeHyperParameterTuningJobResponse.Builder tuningJobCompletionDetails(Consumer<HyperParameterTuningJobCompletionDetails.Builder> tuningJobCompletionDetails)
Tuning job completion information returned as the response from a hyperparameter tuning job. This information tells if your tuning job has or has not converged. It also includes the number of training jobs that have not improved model performance as evaluated against the objective function.
This is a convenience method that creates an instance of theHyperParameterTuningJobCompletionDetails.Builder avoiding the need to create one manually via
HyperParameterTuningJobCompletionDetails.builder().
When the Consumer completes, SdkBuilder.build() is
called immediately and its result is passed to
tuningJobCompletionDetails(HyperParameterTuningJobCompletionDetails).
tuningJobCompletionDetails - a consumer that will call methods on HyperParameterTuningJobCompletionDetails.BuildertuningJobCompletionDetails(HyperParameterTuningJobCompletionDetails)DescribeHyperParameterTuningJobResponse.Builder consumedResources(HyperParameterTuningJobConsumedResources consumedResources)
consumedResources - The new value for the ConsumedResources property for this object.default DescribeHyperParameterTuningJobResponse.Builder consumedResources(Consumer<HyperParameterTuningJobConsumedResources.Builder> consumedResources)
HyperParameterTuningJobConsumedResources.Builder avoiding the need to create one manually via
HyperParameterTuningJobConsumedResources.builder().
When the Consumer completes, SdkBuilder.build() is
called immediately and its result is passed to
consumedResources(HyperParameterTuningJobConsumedResources).
consumedResources - a consumer that will call methods on HyperParameterTuningJobConsumedResources.BuilderconsumedResources(HyperParameterTuningJobConsumedResources)DescribeHyperParameterTuningJobResponse.Builder autotune(Autotune autotune)
A flag to indicate if autotune is enabled for the hyperparameter tuning job.
autotune - A flag to indicate if autotune is enabled for the hyperparameter tuning job.default DescribeHyperParameterTuningJobResponse.Builder autotune(Consumer<Autotune.Builder> autotune)
A flag to indicate if autotune is enabled for the hyperparameter tuning job.
This is a convenience method that creates an instance of theAutotune.Builder avoiding the need to
create one manually via Autotune.builder().
When the Consumer completes, SdkBuilder.build() is called immediately and its result is
passed to autotune(Autotune).
autotune - a consumer that will call methods on Autotune.Builderautotune(Autotune)Copyright © 2023. All rights reserved.