📄 Source: XPSTablesTrainingOperationMetadata.php
<?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\CloudNaturalLanguage;
class XPSTablesTrainingOperationMetadata extends \Google\Collection
{
/**
* Unspecified stage.
*/
public const CREATE_MODEL_STAGE_CREATE_MODEL_STAGE_UNSPECIFIED = 'CREATE_MODEL_STAGE_UNSPECIFIED';
/**
* Prepare the model training pipeline and run data processing.
*/
public const CREATE_MODEL_STAGE_DATA_PREPROCESSING = 'DATA_PREPROCESSING';
/**
* Training model.
*/
public const CREATE_MODEL_STAGE_TRAINING = 'TRAINING';
/**
* Run evaluation.
*/
public const CREATE_MODEL_STAGE_EVALUATING = 'EVALUATING';
/**
* Finalizing model training pipeline.
*/
public const CREATE_MODEL_STAGE_MODEL_POST_PROCESSING = 'MODEL_POST_PROCESSING';
protected $collection_key = 'trainingObjectivePoints';
/**
* Current stage of creating model.
*
* @var string
*/
public $createModelStage;
/**
* The optimization objective for model.
*
* @var string
*/
public $optimizationObjective;
protected $topTrialsType = XPSTuningTrial::class;
protected $topTrialsDataType = 'array';
/**
* Creating model budget.
*
* @var string
*/
public $trainBudgetMilliNodeHours;
protected $trainingObjectivePointsType = XPSTrainingObjectivePoint::class;
protected $trainingObjectivePointsDataType = 'array';
/**
* Timestamp when training process starts.
*
* @var string
*/
public $trainingStartTime;
/**
* Current stage of creating model.
*
* Accepted values: CREATE_MODEL_STAGE_UNSPECIFIED, DATA_PREPROCESSING,
* TRAINING, EVALUATING, MODEL_POST_PROCESSING
*
* @param self::CREATE_MODEL_STAGE_* $createModelStage
*/
public function setCreateModelStage($createModelStage)
{
$this->createModelStage = $createModelStage;
}
/**
* @return self::CREATE_MODEL_STAGE_*
*/
public function getCreateModelStage()
{
return $this->createModelStage;
}
/**
* The optimization objective for model.
*
* @param string $optimizationObjective
*/
public function setOptimizationObjective($optimizationObjective)
{
$this->optimizationObjective = $optimizationObjective;
}
/**
* @return string
*/
public function getOptimizationObjective()
{
return $this->optimizationObjective;
}
/**
* This field is for training. When the operation is terminated successfully,
* AutoML Backend post this field to operation metadata in spanner. If the
* metadata has no trials returned, the training operation is supposed to be a
* failure.
*
* @param XPSTuningTrial[] $topTrials
*/
public function setTopTrials($topTrials)
{
$this->topTrials = $topTrials;
}
/**
* @return XPSTuningTrial[]
*/
public function getTopTrials()
{
return $this->topTrials;
}
/**
* Creating model budget.
*
* @param string $trainBudgetMilliNodeHours
*/
public function setTrainBudgetMilliNodeHours($trainBudgetMilliNodeHours)
{
$this->trainBudgetMilliNodeHours = $trainBudgetMilliNodeHours;
}
/**
* @return string
*/
public function getTrainBudgetMilliNodeHours()
{
return $this->trainBudgetMilliNodeHours;
}
/**
* This field records the training objective value with respect to time,
* giving insight into how the model architecture search is performing as
* training time elapses.
*
* @param XPSTrainingObjectivePoint[] $trainingObjectivePoints
*/
public function setTrainingObjectivePoints($trainingObjectivePoints)
{
$this->trainingObjectivePoints = $trainingObjectivePoints;
}
/**
* @return XPSTrainingObjectivePoint[]
*/
public function getTrainingObjectivePoints()
{
return $this->trainingObjectivePoints;
}
/**
* Timestamp when training process starts.
*
* @param string $trainingStartTime
*/
public function setTrainingStartTime($trainingStartTime)
{
$this->trainingStartTime = $trainingStartTime;
}
/**
* @return string
*/
public function getTrainingStartTime()
{
return $this->trainingStartTime;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(XPSTablesTrainingOperationMetadata::class, 'Google_Service_CloudNaturalLanguage_XPSTablesTrainingOperationMetadata');
← Back