📄 Source: GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec.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\Aiplatform;
class GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec extends \Google\Model
{
/**
* Defaults to `REINFORCEMENT_LEARNING`.
*/
public const MULTI_TRIAL_ALGORITHM_MULTI_TRIAL_ALGORITHM_UNSPECIFIED = 'MULTI_TRIAL_ALGORITHM_UNSPECIFIED';
/**
* The Reinforcement Learning Algorithm for Multi-trial Neural Architecture
* Search (NAS).
*/
public const MULTI_TRIAL_ALGORITHM_REINFORCEMENT_LEARNING = 'REINFORCEMENT_LEARNING';
/**
* The Grid Search Algorithm for Multi-trial Neural Architecture Search (NAS).
*/
public const MULTI_TRIAL_ALGORITHM_GRID_SEARCH = 'GRID_SEARCH';
protected $metricType = GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMetricSpec::class;
protected $metricDataType = '';
/**
* The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults
* to `REINFORCEMENT_LEARNING`.
*
* @var string
*/
public $multiTrialAlgorithm;
protected $searchTrialSpecType = GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec::class;
protected $searchTrialSpecDataType = '';
protected $trainTrialSpecType = GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec::class;
protected $trainTrialSpecDataType = '';
/**
* Metric specs for the NAS job. Validation for this field is done at
* `multi_trial_algorithm_spec` field.
*
* @param GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMetricSpec $metric
*/
public function setMetric(GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMetricSpec $metric)
{
$this->metric = $metric;
}
/**
* @return GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMetricSpec
*/
public function getMetric()
{
return $this->metric;
}
/**
* The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults
* to `REINFORCEMENT_LEARNING`.
*
* Accepted values: MULTI_TRIAL_ALGORITHM_UNSPECIFIED, REINFORCEMENT_LEARNING,
* GRID_SEARCH
*
* @param self::MULTI_TRIAL_ALGORITHM_* $multiTrialAlgorithm
*/
public function setMultiTrialAlgorithm($multiTrialAlgorithm)
{
$this->multiTrialAlgorithm = $multiTrialAlgorithm;
}
/**
* @return self::MULTI_TRIAL_ALGORITHM_*
*/
public function getMultiTrialAlgorithm()
{
return $this->multiTrialAlgorithm;
}
/**
* Required. Spec for search trials.
*
* @param GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec $searchTrialSpec
*/
public function setSearchTrialSpec(GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec $searchTrialSpec)
{
$this->searchTrialSpec = $searchTrialSpec;
}
/**
* @return GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec
*/
public function getSearchTrialSpec()
{
return $this->searchTrialSpec;
}
/**
* Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count]
* search trials will be trained for every M [TrainTrialSpec.frequency] trials
* searched.
*
* @param GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec $trainTrialSpec
*/
public function setTrainTrialSpec(GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec $trainTrialSpec)
{
$this->trainTrialSpec = $trainTrialSpec;
}
/**
* @return GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec
*/
public function getTrainTrialSpec()
{
return $this->trainTrialSpec;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec::class, 'Google_Service_Aiplatform_GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec');
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