Interface HyperParameterTrainingJobSummary.Builder

All Superinterfaces:
Buildable, CopyableBuilder<HyperParameterTrainingJobSummary.Builder,HyperParameterTrainingJobSummary>, SdkBuilder<HyperParameterTrainingJobSummary.Builder,HyperParameterTrainingJobSummary>, SdkPojo
Enclosing class:
HyperParameterTrainingJobSummary
@Mutable @NotThreadSafe public static interface HyperParameterTrainingJobSummary.Builder extends SdkPojo, CopyableBuilder<HyperParameterTrainingJobSummary.Builder,HyperParameterTrainingJobSummary>

  • Method Details

    • trainingJobDefinitionName

      HyperParameterTrainingJobSummary.Builder trainingJobDefinitionName(String trainingJobDefinitionName)

      The training job definition name.

      Parameters:
      trainingJobDefinitionName - The training job definition name.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • trainingJobName

      HyperParameterTrainingJobSummary.Builder trainingJobName(String trainingJobName)

      The name of the training job.

      Parameters:
      trainingJobName - The name of the training job.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • trainingJobArn

      HyperParameterTrainingJobSummary.Builder trainingJobArn(String trainingJobArn)

      The Amazon Resource Name (ARN) of the training job.

      Parameters:
      trainingJobArn - The Amazon Resource Name (ARN) of the training job.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • tuningJobName

      HyperParameterTrainingJobSummary.Builder tuningJobName(String tuningJobName)

      The HyperParameter tuning job that launched the training job.

      Parameters:
      tuningJobName - The HyperParameter tuning job that launched the training job.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • creationTime

      HyperParameterTrainingJobSummary.Builder creationTime(Instant creationTime)

      The date and time that the training job was created.

      Parameters:
      creationTime - The date and time that the training job was created.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • trainingStartTime

      HyperParameterTrainingJobSummary.Builder trainingStartTime(Instant trainingStartTime)

      The date and time that the training job started.

      Parameters:
      trainingStartTime - The date and time that the training job started.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • trainingEndTime

      HyperParameterTrainingJobSummary.Builder trainingEndTime(Instant trainingEndTime)

      Specifies the time when the training job ends on training instances. You are billed for the time interval between the value of TrainingStartTime and this time. For successful jobs and stopped jobs, this is the time after model artifacts are uploaded. For failed jobs, this is the time when SageMaker detects a job failure.

      Parameters:
      trainingEndTime - Specifies the time when the training job ends on training instances. You are billed for the time interval between the value of TrainingStartTime and this time. For successful jobs and stopped jobs, this is the time after model artifacts are uploaded. For failed jobs, this is the time when SageMaker detects a job failure.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • trainingJobStatus

      HyperParameterTrainingJobSummary.Builder trainingJobStatus(String trainingJobStatus)

      The status of the training job.

      Parameters:
      trainingJobStatus - The status of the training job.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • trainingJobStatus

      HyperParameterTrainingJobSummary.Builder trainingJobStatus(TrainingJobStatus trainingJobStatus)

      The status of the training job.

      Parameters:
      trainingJobStatus - The status of the training job.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • tunedHyperParameters

      HyperParameterTrainingJobSummary.Builder tunedHyperParameters(Map<String,String> tunedHyperParameters)

      A list of the hyperparameters for which you specified ranges to search.

      Parameters:
      tunedHyperParameters - A list of the hyperparameters for which you specified ranges to search.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • failureReason

      HyperParameterTrainingJobSummary.Builder failureReason(String failureReason)

      The reason that the training job failed.

      Parameters:
      failureReason - The reason that the training job failed.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • finalHyperParameterTuningJobObjectiveMetric

      HyperParameterTrainingJobSummary.Builder finalHyperParameterTuningJobObjectiveMetric(FinalHyperParameterTuningJobObjectiveMetric finalHyperParameterTuningJobObjectiveMetric)

      The FinalHyperParameterTuningJobObjectiveMetric object that specifies the value of the objective metric of the tuning job that launched this training job.

      Parameters:
      finalHyperParameterTuningJobObjectiveMetric - The FinalHyperParameterTuningJobObjectiveMetric object that specifies the value of the objective metric of the tuning job that launched this training job.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • finalHyperParameterTuningJobObjectiveMetric

      default HyperParameterTrainingJobSummary.Builder finalHyperParameterTuningJobObjectiveMetric(Consumer<FinalHyperParameterTuningJobObjectiveMetric.Builder> finalHyperParameterTuningJobObjectiveMetric)

      The FinalHyperParameterTuningJobObjectiveMetric object that specifies the value of the objective metric of the tuning job that launched this training job.

      This is a convenience method that creates an instance of the FinalHyperParameterTuningJobObjectiveMetric.Builder avoiding the need to create one manually via FinalHyperParameterTuningJobObjectiveMetric.builder().

      When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to finalHyperParameterTuningJobObjectiveMetric(FinalHyperParameterTuningJobObjectiveMetric).

      Parameters:
      finalHyperParameterTuningJobObjectiveMetric - a consumer that will call methods on FinalHyperParameterTuningJobObjectiveMetric.Builder
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • objectiveStatus

      HyperParameterTrainingJobSummary.Builder objectiveStatus(String objectiveStatus)

      The status of the objective metric for the training job:

      • Succeeded: The final objective metric for the training job was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process.

      • Pending: The training job is in progress and evaluation of its final objective metric is pending.

      • Failed: The final objective metric for the training job was not evaluated, and was not used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric.

      Parameters:
      objectiveStatus - The status of the objective metric for the training job:

      • Succeeded: The final objective metric for the training job was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process.

      • Pending: The training job is in progress and evaluation of its final objective metric is pending.

      • Failed: The final objective metric for the training job was not evaluated, and was not used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric.

      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • objectiveStatus

      HyperParameterTrainingJobSummary.Builder objectiveStatus(ObjectiveStatus objectiveStatus)

      The status of the objective metric for the training job:

      • Succeeded: The final objective metric for the training job was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process.

      • Pending: The training job is in progress and evaluation of its final objective metric is pending.

      • Failed: The final objective metric for the training job was not evaluated, and was not used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric.

      Parameters:
      objectiveStatus - The status of the objective metric for the training job:

      • Succeeded: The final objective metric for the training job was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process.

      • Pending: The training job is in progress and evaluation of its final objective metric is pending.

      • Failed: The final objective metric for the training job was not evaluated, and was not used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric.

      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also: