Class StudySpec.DecayCurveAutomatedStoppingSpec (3.13.0)
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Version 3.13.0keyboard_arrow_down
public static final class StudySpec . DecayCurveAutomatedStoppingSpec extends GeneratedMessageV3 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
Static Fields
public static final int USE_ELAPSED_DURATION_FIELD_NUMBER
Field Value
Static Methods
public static StudySpec . DecayCurveAutomatedStoppingSpec getDefaultInstance ()
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public static final Descriptors . Descriptor getDescriptor ()
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public static StudySpec . DecayCurveAutomatedStoppingSpec . Builder newBuilder ()
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public static StudySpec . DecayCurveAutomatedStoppingSpec . Builder newBuilder ( StudySpec . DecayCurveAutomatedStoppingSpec prototype )
Parameter
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public static StudySpec . DecayCurveAutomatedStoppingSpec parseDelimitedFrom ( InputStream input )
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Exceptions
public static StudySpec . DecayCurveAutomatedStoppingSpec parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
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public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( byte [] data )
Parameter
Name Description
databyte []
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Exceptions
public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
Parameters
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Exceptions
public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( ByteString data )
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public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
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public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( CodedInputStream input )
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Exceptions
public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
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Exceptions
public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( InputStream input )
Parameter
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Exceptions
public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
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public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( ByteBuffer data )
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Exceptions
public static StudySpec . DecayCurveAutomatedStoppingSpec parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
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Exceptions
public static Parser<StudySpec . DecayCurveAutomatedStoppingSpec > parser ()
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Methods
public boolean equals ( Object obj )
Parameter
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Overrides
public StudySpec . DecayCurveAutomatedStoppingSpec getDefaultInstanceForType ()
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public Parser<StudySpec . DecayCurveAutomatedStoppingSpec > getParserForType ()
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Overrides
public int getSerializedSize ()
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Overrides
public final UnknownFieldSet getUnknownFields ()
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Overrides
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;
Returns
Type Description
boolean The useElapsedDuration.
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Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
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public final boolean isInitialized ()
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Overrides
public StudySpec . DecayCurveAutomatedStoppingSpec . Builder newBuilderForType ()
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protected StudySpec . DecayCurveAutomatedStoppingSpec . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
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protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
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public StudySpec . DecayCurveAutomatedStoppingSpec . Builder toBuilder ()
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public void writeTo ( CodedOutputStream output )
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Exceptions
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Last updated 2025-09-04 UTC.
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