StudySpec_DecayCurveAutomatedStoppingSpec class final
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.
- Inheritance
-
- Object
- ProtoMessage
- StudySpec_DecayCurveAutomatedStoppingSpec
Constructors
- StudySpec_DecayCurveAutomatedStoppingSpec({bool useElapsedDuration = false})
- StudySpec_DecayCurveAutomatedStoppingSpec.fromJson(Object? j)
-
factory
Properties
- hashCode → int
-
The hash code for this object.
no setterinherited
- qualifiedName → String
-
The fully qualified name of this message, i.e.,
google.protobuf.Durationorgoogle.rpc.ErrorInfo.finalinherited - runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- useElapsedDuration → bool
-
True if
Measurement.elapsed_durationis used as the x-axis of each Trials Decay Curve. Otherwise,Measurement.step_countwill be used as the x-axis.final
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Object -
override
-
toString(
) → String -
A string representation of this object.
override
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited
Constants
- fullyQualifiedName → const String