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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\Bigquery;
class HparamTuningTrial extends \Google\Model
{
/**
* Default value.
*/
public const STATUS_TRIAL_STATUS_UNSPECIFIED = 'TRIAL_STATUS_UNSPECIFIED';
/**
* Scheduled but not started.
*/
public const STATUS_NOT_STARTED = 'NOT_STARTED';
/**
* Running state.
*/
public const STATUS_RUNNING = 'RUNNING';
/**
* The trial succeeded.
*/
public const STATUS_SUCCEEDED = 'SUCCEEDED';
/**
* The trial failed.
*/
public const STATUS_FAILED = 'FAILED';
/**
* The trial is infeasible due to the invalid params.
*/
public const STATUS_INFEASIBLE = 'INFEASIBLE';
/**
* Trial stopped early because it's not promising.
*/
public const STATUS_STOPPED_EARLY = 'STOPPED_EARLY';
/**
* Ending time of the trial.
*
* @var string
*/
public $endTimeMs;
/**
* Error message for FAILED and INFEASIBLE trial.
*
* @var string
*/
public $errorMessage;
/**
* Loss computed on the eval data at the end of trial.
*
* @var
*/
public $evalLoss;
protected $evaluationMetricsType = EvaluationMetrics::class;
protected $evaluationMetricsDataType = '';
protected $hparamTuningEvaluationMetricsType = EvaluationMetrics::class;
protected $hparamTuningEvaluationMetricsDataType = '';
protected $hparamsType = TrainingOptions::class;
protected $hparamsDataType = '';
/**
* Starting time of the trial.
*
* @var string
*/
public $startTimeMs;
/**
* The status of the trial.
*
* @var string
*/
public $status;
/**
* Loss computed on the training data at the end of trial.
*
* @var
*/
public $trainingLoss;
/**
* 1-based index of the trial.
*
* @var string
*/
public $trialId;
/**
* Ending time of the trial.
*
* @param string $endTimeMs
*/
public function setEndTimeMs($endTimeMs)
{
$this->endTimeMs = $endTimeMs;
}
/**
* @return string
*/
public function getEndTimeMs()
{
return $this->endTimeMs;
}
/**
* Error message for FAILED and INFEASIBLE trial.
*
* @param string $errorMessage
*/
public function setErrorMessage($errorMessage)
{
$this->errorMessage = $errorMessage;
}
/**
* @return string
*/
public function getErrorMessage()
{
return $this->errorMessage;
}
public function setEvalLoss($evalLoss)
{
$this->evalLoss = $evalLoss;
}
public function getEvalLoss()
{
return $this->evalLoss;
}
/**
* Evaluation metrics of this trial calculated on the test data. Empty in Job
* API.
*
* @param EvaluationMetrics $evaluationMetrics
*/
public function setEvaluationMetrics(EvaluationMetrics $evaluationMetrics)
{
$this->evaluationMetrics = $evaluationMetrics;
}
/**
* @return EvaluationMetrics
*/
public function getEvaluationMetrics()
{
return $this->evaluationMetrics;
}
/**
* Hyperparameter tuning evaluation metrics of this trial calculated on the
* eval data. Unlike evaluation_metrics, only the fields corresponding to the
* hparam_tuning_objectives are set.
*
* @param EvaluationMetrics $hparamTuningEvaluationMetrics
*/
public function setHparamTuningEvaluationMetrics(EvaluationMetrics $hparamTuningEvaluationMetrics)
{
$this->hparamTuningEvaluationMetrics = $hparamTuningEvaluationMetrics;
}
/**
* @return EvaluationMetrics
*/
public function getHparamTuningEvaluationMetrics()
{
return $this->hparamTuningEvaluationMetrics;
}
/**
* The hyperprameters selected for this trial.
*
* @param TrainingOptions $hparams
*/
public function setHparams(TrainingOptions $hparams)
{
$this->hparams = $hparams;
}
/**
* @return TrainingOptions
*/
public function getHparams()
{
return $this->hparams;
}
/**
* Starting time of the trial.
*
* @param string $startTimeMs
*/
public function setStartTimeMs($startTimeMs)
{
$this->startTimeMs = $startTimeMs;
}
/**
* @return string
*/
public function getStartTimeMs()
{
return $this->startTimeMs;
}
/**
* The status of the trial.
*
* Accepted values: TRIAL_STATUS_UNSPECIFIED, NOT_STARTED, RUNNING, SUCCEEDED,
* FAILED, INFEASIBLE, STOPPED_EARLY
*
* @param self::STATUS_* $status
*/
public function setStatus($status)
{
$this->status = $status;
}
/**
* @return self::STATUS_*
*/
public function getStatus()
{
return $this->status;
}
public function setTrainingLoss($trainingLoss)
{
$this->trainingLoss = $trainingLoss;
}
public function getTrainingLoss()
{
return $this->trainingLoss;
}
/**
* 1-based index of the trial.
*
* @param string $trialId
*/
public function setTrialId($trialId)
{
$this->trialId = $trialId;
}
/**
* @return string
*/
public function getTrialId()
{
return $this->trialId;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(HparamTuningTrial::class, 'Google_Service_Bigquery_HparamTuningTrial');