GoogleCloudMlV1HyperparameterOutputResponse 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

GoogleCloudMlV1HyperparameterOutputResponse({required Input<List<GoogleCloudMlV1HyperparameterOutputHyperparameterMetricResponse>> allMetrics, required Input<GoogleCloudMlV1BuiltInAlgorithmOutputResponse> builtInAlgorithmOutput, required Input<String> endTime, required Input<GoogleCloudMlV1HyperparameterOutputHyperparameterMetricResponse> finalMetric, required Input<Map<String, String>> hyperparameters, required Input<bool> isTrialStoppedEarly, required Input<String> startTime, required Input<String> state, required Input<String> trialId, required Input<Map<String, String>> webAccessUris})
Creates a new GoogleCloudMlV1HyperparameterOutputResponse. 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. endTime End time for the trial. finalMetric The final objective metric seen for this trial. hyperparameters The hyperparameters given to this trial. isTrialStoppedEarly True if the trial is stopped early. startTime Start time for the trial. state The detailed state of the trial. 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
GoogleCloudMlV1HyperparameterOutputResponse.fromMap(Map<String, dynamic> map)
factory

Properties

allMetrics → Input<List<GoogleCloudMlV1HyperparameterOutputHyperparameterMetricResponse>>
All recorded object metrics for this trial. This field is not currently populated.
final
builtInAlgorithmOutput → Input<GoogleCloudMlV1BuiltInAlgorithmOutputResponse>
Details related to built-in algorithms jobs. Only set for trials of built-in algorithms jobs that have succeeded.
final
endTime → Input<String>
End time for the trial.
final
finalMetric → Input<GoogleCloudMlV1HyperparameterOutputHyperparameterMetricResponse>
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
startTime → Input<String>
Start time for the trial.
final
state → Input<String>
The detailed state of the trial.
final
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