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.v1beta1.StudySpec.DecayCurveAutomatedStoppingSpec
Static Methods
public static final Descriptors.Descriptor getDescriptor()
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Methods
public StudySpec.DecayCurveAutomatedStoppingSpec.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
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public StudySpec.DecayCurveAutomatedStoppingSpec build()
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public StudySpec.DecayCurveAutomatedStoppingSpec buildPartial()
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public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clear()
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public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clearField(Descriptors.FieldDescriptor field)
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public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clearOneof(Descriptors.OneofDescriptor oneof)
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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;
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public StudySpec.DecayCurveAutomatedStoppingSpec.Builder clone()
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public StudySpec.DecayCurveAutomatedStoppingSpec getDefaultInstanceForType()
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public Descriptors.Descriptor getDescriptorForType()
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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;
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Type | Description |
boolean | The useElapsedDuration.
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protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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public StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeFrom(StudySpec.DecayCurveAutomatedStoppingSpec other)
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public StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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public StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeFrom(Message other)
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public final StudySpec.DecayCurveAutomatedStoppingSpec.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
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public StudySpec.DecayCurveAutomatedStoppingSpec.Builder setField(Descriptors.FieldDescriptor field, Object value)
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public StudySpec.DecayCurveAutomatedStoppingSpec.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
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public final StudySpec.DecayCurveAutomatedStoppingSpec.Builder setUnknownFields(UnknownFieldSet unknownFields)
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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;
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Name | Description |
value | boolean
The useElapsedDuration to set.
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