HyperParameterTuningJobWarmStartConfig class

Specifies the configuration for a hyperparameter tuning job that uses one or more previous hyperparameter tuning jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to search over in the new tuning job.

All training jobs launched by the new hyperparameter tuning job are evaluated by using the objective metric, and the training job that performs the best is compared to the best training jobs from the parent tuning jobs. From these, the training job that performs the best as measured by the objective metric is returned as the overall best training job.

Constructors

HyperParameterTuningJobWarmStartConfig({required List<ParentHyperParameterTuningJob> parentHyperParameterTuningJobs, required HyperParameterTuningJobWarmStartType warmStartType})

HyperParameterTuningJobWarmStartConfig.fromJson(Map<String, dynamic> json)

factory

Properties

hashCode → int

The hash code for this object.

no setter, inherited

parentHyperParameterTuningJobs → List<ParentHyperParameterTuningJob>

An array of hyperparameter tuning jobs that are used as the starting point for the new hyperparameter tuning job. For more information about warm starting a hyperparameter tuning job, see Using a Previous Hyperparameter Tuning Job as a Starting Point.

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

warmStartType → HyperParameterTuningJobWarmStartType

Specifies one of the following:

final

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toJson() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited