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({Input<List<GoogleCloudMlV1HyperparameterOutputHyperparameterMetric>>? allMetrics, Input<GoogleCloudMlV1BuiltInAlgorithmOutput>? builtInAlgorithmOutput, Input<GoogleCloudMlV1HyperparameterOutputHyperparameterMetric>? finalMetric, Input<Map<String, String>>? hyperparameters, Input<bool>? isTrialStoppedEarly, Input<String>? trialId, Input<Map<String, String>>? webAccessUris})
Creates a new GoogleCloudMlV1HyperparameterOutput. allMetrics All recorded object metrics for this trial. This field is not currently populated. builtInAlgorithmOutput Details related to built-in algorithms jobs. Only set for trials of built-in algorithms jobs that have succeeded. finalMetric The final objective metric seen for this trial. hyperparameters The hyperparameters given to this trial. isTrialStoppedEarly True if the trial is stopped early. trialId The trial id for these results. webAccessUris URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a hyperparameter tuning job and the job's training_input.enable_web_access is true. The keys are names of each node in the training job; for example, master-replica-0 for the master node, worker-replica-0 for the first worker, and ps-replica-0 for the first parameter server. The values are the URIs for each node's interactive shell.
const
GoogleCloudMlV1HyperparameterOutput.fromMap(Map<String, dynamic> map)
factory

Properties

allMetrics → Input<List<GoogleCloudMlV1HyperparameterOutputHyperparameterMetric>>?
All recorded object metrics for this trial. This field is not currently populated.
final
builtInAlgorithmOutput → Input<GoogleCloudMlV1BuiltInAlgorithmOutput>?
Details related to built-in algorithms jobs. Only set for trials of built-in algorithms jobs that have succeeded.
final
finalMetric → Input<GoogleCloudMlV1HyperparameterOutputHyperparameterMetric>?
The final objective metric seen for this trial.
final
hashCode → int
The hash code for this object.
no setterinherited
hyperparameters → Input<Map<String, String>>?
The hyperparameters given to this trial.
final
isTrialStoppedEarly → Input<bool>?
True if the trial is stopped early.
final
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited
trialId → Input<String>?
The trial id for these results.
final
webAccessUris → Input<Map<String, String>>?
URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a hyperparameter tuning job and the job's training_input.enable_web_access is true. The keys are names of each node in the training job; for example, master-replica-0 for the master node, worker-replica-0 for the first worker, and ps-replica-0 for the first parameter server. The values are the URIs for each node's interactive shell.
final

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toMap() → Map<String, dynamic>
toString() → String
A string representation of this object.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
inherited