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public static final class StudySpec.DecayCurveAutomatedStoppingSpec.Builder extends GeneratedMessageV3.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
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > StudySpec.DecayCurveAutomatedStoppingSpec.BuilderInherited Members
Static Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Type | Description |
Descriptor |
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Name | Description |
field | FieldDescriptor |
value | Object |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
build()
public StudySpec.DecayCurveAutomatedStoppingSpec build()
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec |
buildPartial()
public StudySpec.DecayCurveAutomatedStoppingSpec buildPartial()
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec |
clear()
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clear()
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
clearField(Descriptors.FieldDescriptor field)
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clearField(Descriptors.FieldDescriptor field)
Name | Description |
field | FieldDescriptor |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
clearOneof(Descriptors.OneofDescriptor oneof)
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Name | Description |
oneof | OneofDescriptor |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
clearUseElapsedDuration()
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clearUseElapsedDuration()
True if Measurement.elapsed_duration is used as the x-axis of each Trials Decay Curve. Otherwise, Measurement.step_count will be used as the x-axis.
bool use_elapsed_duration = 1;
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder | This builder for chaining. |
clone()
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clone()
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
getDefaultInstanceForType()
public StudySpec.DecayCurveAutomatedStoppingSpec getDefaultInstanceForType()
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()
Type | Description |
Descriptor |
getUseElapsedDuration()
public boolean getUseElapsedDuration()
True if Measurement.elapsed_duration is used as the x-axis of each Trials Decay Curve. Otherwise, Measurement.step_count will be used as the x-axis.
bool use_elapsed_duration = 1;
Type | Description |
boolean | The useElapsedDuration. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Type | Description |
boolean |
mergeFrom(StudySpec.DecayCurveAutomatedStoppingSpec other)
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeFrom(StudySpec.DecayCurveAutomatedStoppingSpec other)
Name | Description |
other | StudySpec.DecayCurveAutomatedStoppingSpec |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
Type | Description |
IOException |
mergeFrom(Message other)
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeFrom(Message other)
Name | Description |
other | Message |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Name | Description |
unknownFields | UnknownFieldSet |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
setField(Descriptors.FieldDescriptor field, Object value)
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder setField(Descriptors.FieldDescriptor field, Object value)
Name | Description |
field | FieldDescriptor |
value | Object |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Name | Description |
field | FieldDescriptor |
index | int |
value | Object |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
setUnknownFields(UnknownFieldSet unknownFields)
public final StudySpec.DecayCurveAutomatedStoppingSpec.Builder setUnknownFields(UnknownFieldSet unknownFields)
Name | Description |
unknownFields | UnknownFieldSet |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder |
setUseElapsedDuration(boolean value)
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder setUseElapsedDuration(boolean value)
True if Measurement.elapsed_duration is used as the x-axis of each Trials Decay Curve. Otherwise, Measurement.step_count will be used as the x-axis.
bool use_elapsed_duration = 1;
Name | Description |
value | boolean The useElapsedDuration to set. |
Type | Description |
StudySpec.DecayCurveAutomatedStoppingSpec.Builder | This builder for chaining. |