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 Summary

Modifier and Type	Method and Description
StudySpec.DecayCurveAutomatedStoppingSpec	build()
StudySpec.DecayCurveAutomatedStoppingSpec	buildPartial()
StudySpec.DecayCurveAutomatedStoppingSpec.Builder	clear()
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.
StudySpec.DecayCurveAutomatedStoppingSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
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.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
StudySpec.DecayCurveAutomatedStoppingSpec.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
StudySpec.DecayCurveAutomatedStoppingSpec.Builder	mergeFrom(com.google.protobuf.Message other)
StudySpec.DecayCurveAutomatedStoppingSpec.Builder	mergeFrom(StudySpec.DecayCurveAutomatedStoppingSpec other)
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.

Methods inherited from class com.google.protobuf.GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Method Detail

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.