GoogleCloudMlV1HyperparameterOutput class
Represents the result of a single hyperparameter tuning trial from a training job.
The TrainingOutput object that is returned on successful completion of a training job with hyperparameter tuning includes a list of HyperparameterOutput objects, one for each successful trial.
Constructors
-
GoogleCloudMlV1HyperparameterOutput.new({List<
GoogleCloudMlV1HyperparameterOutputHyperparameterMetric> ? allMetrics, GoogleCloudMlV1BuiltInAlgorithmOutput? builtInAlgorithmOutput, String? endTime, GoogleCloudMlV1HyperparameterOutputHyperparameterMetric? finalMetric, Map<String, String> ? hyperparameters, bool? isTrialStoppedEarly, String? startTime, String? state, String? trialId, Map<String, String> ? webAccessUris}) - GoogleCloudMlV1HyperparameterOutput.fromJson(Map json_)
Properties
-
allMetrics
↔ List<
GoogleCloudMlV1HyperparameterOutputHyperparameterMetric> ? -
All recorded object metrics for this trial.
getter/setter pair
- builtInAlgorithmOutput ↔ GoogleCloudMlV1BuiltInAlgorithmOutput?
-
Details related to built-in algorithms jobs.
getter/setter pair
- endTime ↔ String?
-
End time for the trial.
getter/setter pair
- finalMetric ↔ GoogleCloudMlV1HyperparameterOutputHyperparameterMetric?
-
The final objective metric seen for this trial.
getter/setter pair
- hashCode → int
-
The hash code for this object.
no setterinherited
-
hyperparameters
↔ Map<
String, String> ? -
The hyperparameters given to this trial.
getter/setter pair
- isTrialStoppedEarly ↔ bool?
-
True if the trial is stopped early.
getter/setter pair
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- startTime ↔ String?
-
Start time for the trial.
getter/setter pair
- state ↔ String?
-
The detailed state of the trial.
getter/setter pair
- trialId ↔ String?
-
The trial id for these results.
getter/setter pair
-
webAccessUris
↔ Map<
String, String> ? -
URIs for accessing
interactive shells
(one URI for each training node).
getter/setter pair
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