Package com.google.cloud.aiplatform.v1

Class StudySpec.DecayCurveAutomatedStoppingSpec.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<StudySpec.DecayCurveAutomatedStoppingSpec.Builder>
com.google.cloud.aiplatform.v1.StudySpec.DecayCurveAutomatedStoppingSpec.Builder
All Implemented Interfaces:
StudySpec.DecayCurveAutomatedStoppingSpecOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
Enclosing class:
StudySpec.DecayCurveAutomatedStoppingSpec
public static final class StudySpec.DecayCurveAutomatedStoppingSpec.Builder extends com.google.protobuf.GeneratedMessage.Builder<StudySpec.DecayCurveAutomatedStoppingSpec.Builder> implements StudySpec.DecayCurveAutomatedStoppingSpecOrBuilder
 The decay curve automated stopping rule builds a Gaussian Process
 Regressor to predict the final objective value of a Trial based on the
 already completed Trials and the intermediate measurements of the current
 Trial. Early stopping is requested for the current Trial if there is very
 low probability to exceed the optimal value found so far.
Protobuf type google.cloud.aiplatform.v1.StudySpec.DecayCurveAutomatedStoppingSpec

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<StudySpec.DecayCurveAutomatedStoppingSpec.Builder>

    • clear

      public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clear()
      Specified by:
      clear in interface com.google.protobuf.Message.Builder
      Specified by:
      clear in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clear in class com.google.protobuf.GeneratedMessage.Builder<StudySpec.DecayCurveAutomatedStoppingSpec.Builder>

    • getDescriptorForType

      public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.Message.Builder
      Specified by:
      getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<StudySpec.DecayCurveAutomatedStoppingSpec.Builder>

    • getDefaultInstanceForType

      public StudySpec.DecayCurveAutomatedStoppingSpec getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

    • build

      public StudySpec.DecayCurveAutomatedStoppingSpec build()
      Specified by:
      build in interface com.google.protobuf.Message.Builder
      Specified by:
      build in interface com.google.protobuf.MessageLite.Builder

    • buildPartial

      public StudySpec.DecayCurveAutomatedStoppingSpec buildPartial()
      Specified by:
      buildPartial in interface com.google.protobuf.Message.Builder
      Specified by:
      buildPartial in interface com.google.protobuf.MessageLite.Builder

    • mergeFrom

      public StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeFrom(com.google.protobuf.Message other)
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<StudySpec.DecayCurveAutomatedStoppingSpec.Builder>

    • mergeFrom

      public StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeFrom(StudySpec.DecayCurveAutomatedStoppingSpec other)

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage.Builder<StudySpec.DecayCurveAutomatedStoppingSpec.Builder>

    • mergeFrom

      public StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Specified by:
      mergeFrom in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<StudySpec.DecayCurveAutomatedStoppingSpec.Builder>
      Throws:
      IOException

    • getUseElapsedDuration

      public boolean getUseElapsedDuration()
       True if
 [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration]
 is used as the x-axis of each Trials Decay Curve. Otherwise,
 [Measurement.step_count][google.cloud.aiplatform.v1.Measurement.step_count]
 will be used as the x-axis.
      bool use_elapsed_duration = 1;
      Specified by:
      getUseElapsedDuration in interface StudySpec.DecayCurveAutomatedStoppingSpecOrBuilder
      Returns:
      The useElapsedDuration.

    • setUseElapsedDuration

      public StudySpec.DecayCurveAutomatedStoppingSpec.Builder setUseElapsedDuration(boolean value)
       True if
 [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration]
 is used as the x-axis of each Trials Decay Curve. Otherwise,
 [Measurement.step_count][google.cloud.aiplatform.v1.Measurement.step_count]
 will be used as the x-axis.
      bool use_elapsed_duration = 1;
      Parameters:
      value - The useElapsedDuration to set.
      Returns:
      This builder for chaining.

    • clearUseElapsedDuration

      public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clearUseElapsedDuration()
       True if
 [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration]
 is used as the x-axis of each Trials Decay Curve. Otherwise,
 [Measurement.step_count][google.cloud.aiplatform.v1.Measurement.step_count]
 will be used as the x-axis.
      bool use_elapsed_duration = 1;
      Returns:
      This builder for chaining.