public static final class StudySpec.MedianAutomatedStoppingSpec.Builder extends com.google.protobuf.GeneratedMessageV3.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.v1beta1.StudySpec.MedianAutomatedStoppingSpec| Modifier and Type | Method and Description |
|---|---|
StudySpec.MedianAutomatedStoppingSpec.Builder |
addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
StudySpec.MedianAutomatedStoppingSpec |
build() |
StudySpec.MedianAutomatedStoppingSpec |
buildPartial() |
StudySpec.MedianAutomatedStoppingSpec.Builder |
clear() |
StudySpec.MedianAutomatedStoppingSpec.Builder |
clearField(com.google.protobuf.Descriptors.FieldDescriptor field) |
StudySpec.MedianAutomatedStoppingSpec.Builder |
clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof) |
StudySpec.MedianAutomatedStoppingSpec.Builder |
clearUseElapsedDuration()
True if median automated stopping rule applies on
[Measurement.elapsed_duration][google.cloud.aiplatform.v1beta1.Measurement.elapsed_duration].
|
StudySpec.MedianAutomatedStoppingSpec.Builder |
clone() |
StudySpec.MedianAutomatedStoppingSpec |
getDefaultInstanceForType() |
static com.google.protobuf.Descriptors.Descriptor |
getDescriptor() |
com.google.protobuf.Descriptors.Descriptor |
getDescriptorForType() |
boolean |
getUseElapsedDuration()
True if median automated stopping rule applies on
[Measurement.elapsed_duration][google.cloud.aiplatform.v1beta1.Measurement.elapsed_duration].
|
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable |
internalGetFieldAccessorTable() |
boolean |
isInitialized() |
StudySpec.MedianAutomatedStoppingSpec.Builder |
mergeFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
StudySpec.MedianAutomatedStoppingSpec.Builder |
mergeFrom(com.google.protobuf.Message other) |
StudySpec.MedianAutomatedStoppingSpec.Builder |
mergeFrom(StudySpec.MedianAutomatedStoppingSpec other) |
StudySpec.MedianAutomatedStoppingSpec.Builder |
mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
StudySpec.MedianAutomatedStoppingSpec.Builder |
setField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
StudySpec.MedianAutomatedStoppingSpec.Builder |
setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
int index,
Object value) |
StudySpec.MedianAutomatedStoppingSpec.Builder |
setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
StudySpec.MedianAutomatedStoppingSpec.Builder |
setUseElapsedDuration(boolean value)
True if median automated stopping rule applies on
[Measurement.elapsed_duration][google.cloud.aiplatform.v1beta1.Measurement.elapsed_duration].
|
getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setUnknownFieldSetBuilder, setUnknownFieldsProto3findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toStringaddAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, newUninitializedMessageExceptionequals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, waitpublic static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec.Builder clear()
clear in interface com.google.protobuf.Message.Builderclear in interface com.google.protobuf.MessageLite.Builderclear in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
getDescriptorForType in interface com.google.protobuf.Message.BuildergetDescriptorForType in interface com.google.protobuf.MessageOrBuildergetDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilderpublic StudySpec.MedianAutomatedStoppingSpec build()
build in interface com.google.protobuf.Message.Builderbuild in interface com.google.protobuf.MessageLite.Builderpublic StudySpec.MedianAutomatedStoppingSpec buildPartial()
buildPartial in interface com.google.protobuf.Message.BuilderbuildPartial in interface com.google.protobuf.MessageLite.Builderpublic StudySpec.MedianAutomatedStoppingSpec.Builder clone()
clone in interface com.google.protobuf.Message.Builderclone in interface com.google.protobuf.MessageLite.Builderclone in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
setField in interface com.google.protobuf.Message.BuildersetField in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
clearField in interface com.google.protobuf.Message.BuilderclearField in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
clearOneof in interface com.google.protobuf.Message.BuilderclearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
setRepeatedField in interface com.google.protobuf.Message.BuildersetRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
addRepeatedField in interface com.google.protobuf.Message.BuilderaddRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec.Builder mergeFrom(com.google.protobuf.Message other)
mergeFrom in interface com.google.protobuf.Message.BuildermergeFrom in class com.google.protobuf.AbstractMessage.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec.Builder mergeFrom(StudySpec.MedianAutomatedStoppingSpec other)
public final boolean isInitialized()
isInitialized in interface com.google.protobuf.MessageLiteOrBuilderisInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public StudySpec.MedianAutomatedStoppingSpec.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
mergeFrom in interface com.google.protobuf.Message.BuildermergeFrom in interface com.google.protobuf.MessageLite.BuildermergeFrom in class com.google.protobuf.AbstractMessage.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>IOExceptionpublic boolean getUseElapsedDuration()
True if median automated stopping rule applies on [Measurement.elapsed_duration][google.cloud.aiplatform.v1beta1.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;getUseElapsedDuration in interface StudySpec.MedianAutomatedStoppingSpecOrBuilderpublic StudySpec.MedianAutomatedStoppingSpec.Builder setUseElapsedDuration(boolean value)
True if median automated stopping rule applies on [Measurement.elapsed_duration][google.cloud.aiplatform.v1beta1.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;value - The useElapsedDuration to set.public StudySpec.MedianAutomatedStoppingSpec.Builder clearUseElapsedDuration()
True if median automated stopping rule applies on [Measurement.elapsed_duration][google.cloud.aiplatform.v1beta1.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;public final StudySpec.MedianAutomatedStoppingSpec.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
setUnknownFields in interface com.google.protobuf.Message.BuildersetUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>public final StudySpec.MedianAutomatedStoppingSpec.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
mergeUnknownFields in interface com.google.protobuf.Message.BuildermergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.MedianAutomatedStoppingSpec.Builder>Copyright © 2024 Google LLC. All rights reserved.