Package com.google.cloud.aiplatform.v1

Class StudySpec.MedianAutomatedStoppingSpec.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>
com.google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec.Builder
All Implemented Interfaces:
StudySpec.MedianAutomatedStoppingSpecOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
Enclosing class:
StudySpec.MedianAutomatedStoppingSpec
public static final class StudySpec.MedianAutomatedStoppingSpec.Builder extends com.google.protobuf.GeneratedMessage.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder> implements StudySpec.MedianAutomatedStoppingSpecOrBuilder
 The median automated stopping rule stops a pending Trial if the Trial's
 best objective_value is strictly below the median 'performance' of all
 completed Trials reported up to the Trial's last measurement.
 Currently, 'performance' refers to the running average of the objective
 values reported by the Trial in each measurement.
Protobuf type google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec

  • 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.MedianAutomatedStoppingSpec.Builder>

    • clear

      public StudySpec.MedianAutomatedStoppingSpec.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.MedianAutomatedStoppingSpec.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.MedianAutomatedStoppingSpec.Builder>

    • getDefaultInstanceForType

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

    • build

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

    • buildPartial

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

    • mergeFrom

      public StudySpec.MedianAutomatedStoppingSpec.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.MedianAutomatedStoppingSpec.Builder>

    • mergeFrom

      public StudySpec.MedianAutomatedStoppingSpec.Builder mergeFrom(StudySpec.MedianAutomatedStoppingSpec 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.MedianAutomatedStoppingSpec.Builder>

    • mergeFrom

      public StudySpec.MedianAutomatedStoppingSpec.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.MedianAutomatedStoppingSpec.Builder>
      Throws:
      IOException

    • getUseElapsedDuration

      public boolean getUseElapsedDuration()
       True if median automated stopping rule applies on
 [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration].
 It means that elapsed_duration field of latest measurement of current
 Trial is used to compute median objective value for each completed
 Trials.
      bool use_elapsed_duration = 1;
      Specified by:
      getUseElapsedDuration in interface StudySpec.MedianAutomatedStoppingSpecOrBuilder
      Returns:
      The useElapsedDuration.

    • setUseElapsedDuration

      public StudySpec.MedianAutomatedStoppingSpec.Builder setUseElapsedDuration(boolean value)
       True if median automated stopping rule applies on
 [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration].
 It means that elapsed_duration field of latest measurement of current
 Trial is used to compute median objective value for each completed
 Trials.
      bool use_elapsed_duration = 1;
      Parameters:
      value - The useElapsedDuration to set.
      Returns:
      This builder for chaining.

    • clearUseElapsedDuration

      public StudySpec.MedianAutomatedStoppingSpec.Builder clearUseElapsedDuration()
       True if median automated stopping rule applies on
 [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration].
 It means that elapsed_duration field of latest measurement of current
 Trial is used to compute median objective value for each completed
 Trials.
      bool use_elapsed_duration = 1;
      Returns:
      This builder for chaining.