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<?php
/*
* Copyright 2014 Google Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License"); you may not
* use this file except in compliance with the License. You may obtain a copy of
* the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations under
* the License.
*/
namespace Google\Service\CloudMachineLearningEngine;
class GoogleCloudMlV1HyperparameterOutput extends \Google\Collection
{
/**
* The job state is unspecified.
*/
public const STATE_STATE_UNSPECIFIED = 'STATE_UNSPECIFIED';
/**
* The job has been just created and processing has not yet begun.
*/
public const STATE_QUEUED = 'QUEUED';
/**
* The service is preparing to run the job.
*/
public const STATE_PREPARING = 'PREPARING';
/**
* The job is in progress.
*/
public const STATE_RUNNING = 'RUNNING';
/**
* The job completed successfully.
*/
public const STATE_SUCCEEDED = 'SUCCEEDED';
/**
* The job failed. `error_message` should contain the details of the failure.
*/
public const STATE_FAILED = 'FAILED';
/**
* The job is being cancelled. `error_message` should describe the reason for
* the cancellation.
*/
public const STATE_CANCELLING = 'CANCELLING';
/**
* The job has been cancelled. `error_message` should describe the reason for
* the cancellation.
*/
public const STATE_CANCELLED = 'CANCELLED';
protected $collection_key = 'allMetrics';
protected $allMetricsType = GoogleCloudMlV1HyperparameterOutputHyperparameterMetric::class;
protected $allMetricsDataType = 'array';
protected $builtInAlgorithmOutputType = GoogleCloudMlV1BuiltInAlgorithmOutput::class;
protected $builtInAlgorithmOutputDataType = '';
/**
* Output only. End time for the trial.
*
* @var string
*/
public $endTime;
protected $finalMetricType = GoogleCloudMlV1HyperparameterOutputHyperparameterMetric::class;
protected $finalMetricDataType = '';
/**
* The hyperparameters given to this trial.
*
* @var string[]
*/
public $hyperparameters;
/**
* True if the trial is stopped early.
*
* @var bool
*/
public $isTrialStoppedEarly;
/**
* Output only. Start time for the trial.
*
* @var string
*/
public $startTime;
/**
* Output only. The detailed state of the trial.
*
* @var string
*/
public $state;
/**
* The trial id for these results.
*
* @var string
*/
public $trialId;
/**
* URIs for accessing [interactive shells](https://cloud.google.com/ai-
* platform/training/docs/monitor-debug-interactive-shell) (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.
*
* @var string[]
*/
public $webAccessUris;
/**
* All recorded object metrics for this trial. This field is not currently
* populated.
*
* @param GoogleCloudMlV1HyperparameterOutputHyperparameterMetric[] $allMetrics
*/
public function setAllMetrics($allMetrics)
{
$this->allMetrics = $allMetrics;
}
/**
* @return GoogleCloudMlV1HyperparameterOutputHyperparameterMetric[]
*/
public function getAllMetrics()
{
return $this->allMetrics;
}
/**
* Details related to built-in algorithms jobs. Only set for trials of built-
* in algorithms jobs that have succeeded.
*
* @param GoogleCloudMlV1BuiltInAlgorithmOutput $builtInAlgorithmOutput
*/
public function setBuiltInAlgorithmOutput(GoogleCloudMlV1BuiltInAlgorithmOutput $builtInAlgorithmOutput)
{
$this->builtInAlgorithmOutput = $builtInAlgorithmOutput;
}
/**
* @return GoogleCloudMlV1BuiltInAlgorithmOutput
*/
public function getBuiltInAlgorithmOutput()
{
return $this->builtInAlgorithmOutput;
}
/**
* Output only. End time for the trial.
*
* @param string $endTime
*/
public function setEndTime($endTime)
{
$this->endTime = $endTime;
}
/**
* @return string
*/
public function getEndTime()
{
return $this->endTime;
}
/**
* The final objective metric seen for this trial.
*
* @param GoogleCloudMlV1HyperparameterOutputHyperparameterMetric $finalMetric
*/
public function setFinalMetric(GoogleCloudMlV1HyperparameterOutputHyperparameterMetric $finalMetric)
{
$this->finalMetric = $finalMetric;
}
/**
* @return GoogleCloudMlV1HyperparameterOutputHyperparameterMetric
*/
public function getFinalMetric()
{
return $this->finalMetric;
}
/**
* The hyperparameters given to this trial.
*
* @param string[] $hyperparameters
*/
public function setHyperparameters($hyperparameters)
{
$this->hyperparameters = $hyperparameters;
}
/**
* @return string[]
*/
public function getHyperparameters()
{
return $this->hyperparameters;
}
/**
* True if the trial is stopped early.
*
* @param bool $isTrialStoppedEarly
*/
public function setIsTrialStoppedEarly($isTrialStoppedEarly)
{
$this->isTrialStoppedEarly = $isTrialStoppedEarly;
}
/**
* @return bool
*/
public function getIsTrialStoppedEarly()
{
return $this->isTrialStoppedEarly;
}
/**
* Output only. Start time for the trial.
*
* @param string $startTime
*/
public function setStartTime($startTime)
{
$this->startTime = $startTime;
}
/**
* @return string
*/
public function getStartTime()
{
return $this->startTime;
}
/**
* Output only. The detailed state of the trial.
*
* Accepted values: STATE_UNSPECIFIED, QUEUED, PREPARING, RUNNING, SUCCEEDED,
* FAILED, CANCELLING, CANCELLED
*
* @param self::STATE_* $state
*/
public function setState($state)
{
$this->state = $state;
}
/**
* @return self::STATE_*
*/
public function getState()
{
return $this->state;
}
/**
* The trial id for these results.
*
* @param string $trialId
*/
public function setTrialId($trialId)
{
$this->trialId = $trialId;
}
/**
* @return string
*/
public function getTrialId()
{
return $this->trialId;
}
/**
* URIs for accessing [interactive shells](https://cloud.google.com/ai-
* platform/training/docs/monitor-debug-interactive-shell) (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.
*
* @param string[] $webAccessUris
*/
public function setWebAccessUris($webAccessUris)
{
$this->webAccessUris = $webAccessUris;
}
/**
* @return string[]
*/
public function getWebAccessUris()
{
return $this->webAccessUris;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(GoogleCloudMlV1HyperparameterOutput::class, 'Google_Service_CloudMachineLearningEngine_GoogleCloudMlV1HyperparameterOutput');