Package com.google.cloud.aiplatform.v1beta1

Interface StudySpecOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
StudySpec, StudySpec.Builder
@Generated public interface StudySpecOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Details

    • hasDecayCurveStoppingSpec

      boolean hasDecayCurveStoppingSpec()
       The automated early stopping spec using decay curve rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;
      Returns:
      Whether the decayCurveStoppingSpec field is set.

    • getDecayCurveStoppingSpec

      StudySpec.DecayCurveAutomatedStoppingSpec getDecayCurveStoppingSpec()
       The automated early stopping spec using decay curve rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;
      Returns:
      The decayCurveStoppingSpec.

    • getDecayCurveStoppingSpecOrBuilder

      StudySpec.DecayCurveAutomatedStoppingSpecOrBuilder getDecayCurveStoppingSpecOrBuilder()
       The automated early stopping spec using decay curve rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;

    • hasMedianAutomatedStoppingSpec

      boolean hasMedianAutomatedStoppingSpec()
       The automated early stopping spec using median rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;
      Returns:
      Whether the medianAutomatedStoppingSpec field is set.

    • getMedianAutomatedStoppingSpec

      StudySpec.MedianAutomatedStoppingSpec getMedianAutomatedStoppingSpec()
       The automated early stopping spec using median rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;
      Returns:
      The medianAutomatedStoppingSpec.

    • getMedianAutomatedStoppingSpecOrBuilder

      StudySpec.MedianAutomatedStoppingSpecOrBuilder getMedianAutomatedStoppingSpecOrBuilder()
       The automated early stopping spec using median rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;

    • hasConvexStopConfig

      @Deprecated boolean hasConvexStopConfig()
      Deprecated.
      google.cloud.aiplatform.v1beta1.StudySpec.convex_stop_config is deprecated. See google/cloud/aiplatform/v1beta1/study.proto;l=692
       Deprecated.
 The automated early stopping using convex stopping rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];
      Returns:
      Whether the convexStopConfig field is set.

    • getConvexStopConfig

      @Deprecated StudySpec.ConvexStopConfig getConvexStopConfig()
      Deprecated.
      google.cloud.aiplatform.v1beta1.StudySpec.convex_stop_config is deprecated. See google/cloud/aiplatform/v1beta1/study.proto;l=692
       Deprecated.
 The automated early stopping using convex stopping rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];
      Returns:
      The convexStopConfig.

    • getConvexStopConfigOrBuilder

      @Deprecated StudySpec.ConvexStopConfigOrBuilder getConvexStopConfigOrBuilder()
      Deprecated.
       Deprecated.
 The automated early stopping using convex stopping rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];

    • hasConvexAutomatedStoppingSpec

      boolean hasConvexAutomatedStoppingSpec()
       The automated early stopping spec using convex stopping rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;
      Returns:
      Whether the convexAutomatedStoppingSpec field is set.

    • getConvexAutomatedStoppingSpec

      StudySpec.ConvexAutomatedStoppingSpec getConvexAutomatedStoppingSpec()
       The automated early stopping spec using convex stopping rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;
      Returns:
      The convexAutomatedStoppingSpec.

    • getConvexAutomatedStoppingSpecOrBuilder

      StudySpec.ConvexAutomatedStoppingSpecOrBuilder getConvexAutomatedStoppingSpecOrBuilder()
       The automated early stopping spec using convex stopping rule.
      .google.cloud.aiplatform.v1beta1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;

    • getMetricsList

      List<StudySpec.MetricSpec> getMetricsList()
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

    • getMetrics

      StudySpec.MetricSpec getMetrics(int index)
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

    • getMetricsCount

      int getMetricsCount()
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

    • getMetricsOrBuilderList

      List<? extends StudySpec.MetricSpecOrBuilder> getMetricsOrBuilderList()
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

    • getMetricsOrBuilder

      StudySpec.MetricSpecOrBuilder getMetricsOrBuilder(int index)
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

    • getParametersList

      List<StudySpec.ParameterSpec> getParametersList()
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

    • getParameters

      StudySpec.ParameterSpec getParameters(int index)
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

    • getParametersCount

      int getParametersCount()
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

    • getParametersOrBuilderList

      List<? extends StudySpec.ParameterSpecOrBuilder> getParametersOrBuilderList()
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

    • getParametersOrBuilder

      StudySpec.ParameterSpecOrBuilder getParametersOrBuilder(int index)
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

    • getAlgorithmValue

      int getAlgorithmValue()
       The search algorithm specified for the Study.
      .google.cloud.aiplatform.v1beta1.StudySpec.Algorithm algorithm = 3;
      Returns:
      The enum numeric value on the wire for algorithm.

    • getAlgorithm

      StudySpec.Algorithm getAlgorithm()
       The search algorithm specified for the Study.
      .google.cloud.aiplatform.v1beta1.StudySpec.Algorithm algorithm = 3;
      Returns:
      The algorithm.

    • getObservationNoiseValue

      int getObservationNoiseValue()
       The observation noise level of the study.
 Currently only supported by the Vertex AI Vizier service. Not supported by
 HyperparameterTuningJob or TrainingPipeline.
      .google.cloud.aiplatform.v1beta1.StudySpec.ObservationNoise observation_noise = 6;
      Returns:
      The enum numeric value on the wire for observationNoise.

    • getObservationNoise

      StudySpec.ObservationNoise getObservationNoise()
       The observation noise level of the study.
 Currently only supported by the Vertex AI Vizier service. Not supported by
 HyperparameterTuningJob or TrainingPipeline.
      .google.cloud.aiplatform.v1beta1.StudySpec.ObservationNoise observation_noise = 6;
      Returns:
      The observationNoise.

    • getMeasurementSelectionTypeValue

      int getMeasurementSelectionTypeValue()
       Describe which measurement selection type will be used
      .google.cloud.aiplatform.v1beta1.StudySpec.MeasurementSelectionType measurement_selection_type = 7;
      Returns:
      The enum numeric value on the wire for measurementSelectionType.

    • getMeasurementSelectionType

      StudySpec.MeasurementSelectionType getMeasurementSelectionType()
       Describe which measurement selection type will be used
      .google.cloud.aiplatform.v1beta1.StudySpec.MeasurementSelectionType measurement_selection_type = 7;
      Returns:
      The measurementSelectionType.

    • hasTransferLearningConfig

      boolean hasTransferLearningConfig()
       The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
      .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;
      Returns:
      Whether the transferLearningConfig field is set.

    • getTransferLearningConfig

      StudySpec.TransferLearningConfig getTransferLearningConfig()
       The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
      .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;
      Returns:
      The transferLearningConfig.

    • getTransferLearningConfigOrBuilder

      StudySpec.TransferLearningConfigOrBuilder getTransferLearningConfigOrBuilder()
       The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
      .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;

    • hasStudyStoppingConfig

      boolean hasStudyStoppingConfig()
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1beta1.StudySpec.StudyStoppingConfig study_stopping_config = 11;
      Returns:
      Whether the studyStoppingConfig field is set.

    • getStudyStoppingConfig

      StudySpec.StudyStoppingConfig getStudyStoppingConfig()
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1beta1.StudySpec.StudyStoppingConfig study_stopping_config = 11;
      Returns:
      The studyStoppingConfig.

    • getStudyStoppingConfigOrBuilder

      StudySpec.StudyStoppingConfigOrBuilder getStudyStoppingConfigOrBuilder()
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1beta1.StudySpec.StudyStoppingConfig study_stopping_config = 11;

    • getAutomatedStoppingSpecCase

      StudySpec.AutomatedStoppingSpecCase getAutomatedStoppingSpecCase()