ProjectsLocationsStudiesTrials
class ProjectsLocationsStudiesTrials extends Resource (View source)
The "trials" collection of methods.
Typical usage is:
$mlService = new Google\Service\CloudMachineLearningEngine(...);
$trials = $mlService->projects_locations_studies_trials;Methods
Adds a measurement of the objective metrics to a trial. This measurement is assumed to have been taken before the trial is complete.
Checks whether a trial should stop or not. Returns a long-running operation.
Marks a trial as complete. (trials.complete)
Adds a user provided trial to a study. (trials.create)
Deletes a trial. (trials.delete)
Gets a trial. (trials.get)
Lists the trials associated with a study.
Lists the pareto-optimal trials for multi-objective study or the optimal trials for single-objective study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency (trials.listOptimalTrials)
Stops a trial. (trials.stop)
Adds one or more trials to a study, with parameter values suggested by AI Platform Vizier. Returns a long-running operation associated with the generation of trial suggestions. When this long-running operation succeeds, it will contain a SuggestTrialsResponse. (trials.suggest)
Details
GoogleCloudMlV1Trial
addMeasurement(string $name, GoogleCloudMlV1AddTrialMeasurementRequest $postBody, array $optParams = [])
Adds a measurement of the objective metrics to a trial. This measurement is assumed to have been taken before the trial is complete.
(trials.addMeasurement)
GoogleLongrunningOperation
checkEarlyStoppingState(string $name, GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest $postBody, array $optParams = [])
Checks whether a trial should stop or not. Returns a long-running operation.
When the operation is successful, it will contain a CheckTrialEarlyStoppingStateResponse. (trials.checkEarlyStoppingState)
GoogleCloudMlV1Trial
complete(string $name, GoogleCloudMlV1CompleteTrialRequest $postBody, array $optParams = [])
Marks a trial as complete. (trials.complete)
GoogleCloudMlV1Trial
create(string $parent, GoogleCloudMlV1Trial $postBody, array $optParams = [])
Adds a user provided trial to a study. (trials.create)
GoogleProtobufEmpty
delete(string $name, array $optParams = [])
Deletes a trial. (trials.delete)
GoogleCloudMlV1Trial
get(string $name, array $optParams = [])
Gets a trial. (trials.get)
GoogleCloudMlV1ListTrialsResponse
listProjectsLocationsStudiesTrials(string $parent, array $optParams = [])
Lists the trials associated with a study.
(trials.listProjectsLocationsStudiesTrials)
GoogleCloudMlV1ListOptimalTrialsResponse
listOptimalTrials(string $parent, GoogleCloudMlV1ListOptimalTrialsRequest $postBody, array $optParams = [])
Lists the pareto-optimal trials for multi-objective study or the optimal trials for single-objective study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency (trials.listOptimalTrials)
GoogleCloudMlV1Trial
stop(string $name, GoogleCloudMlV1StopTrialRequest $postBody, array $optParams = [])
Stops a trial. (trials.stop)
GoogleLongrunningOperation
suggest(string $parent, GoogleCloudMlV1SuggestTrialsRequest $postBody, array $optParams = [])
Adds one or more trials to a study, with parameter values suggested by AI Platform Vizier. Returns a long-running operation associated with the generation of trial suggestions. When this long-running operation succeeds, it will contain a SuggestTrialsResponse. (trials.suggest)