1<?php
2/*
3 * Copyright 2014 Google Inc.
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License"); you may not
6 * use this file except in compliance with the License. You may obtain a copy of
7 * the License at
8 *
9 * http://www.apache.org/licenses/LICENSE-2.0
10 *
11 * Unless required by applicable law or agreed to in writing, software
12 * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
13 * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
14 * License for the specific language governing permissions and limitations under
15 * the License.
16 */
17
18namespace Google\Service\CloudMachineLearningEngine;
19
20class GoogleCloudMlV1HyperparameterSpec extends \Google\Collection
21{
22  protected $collection_key = 'params';
23  /**
24   * @var string
25   */
26  public $algorithm;
27  /**
28   * @var bool
29   */
30  public $enableTrialEarlyStopping;
31  /**
32   * @var string
33   */
34  public $goal;
35  /**
36   * @var string
37   */
38  public $hyperparameterMetricTag;
39  /**
40   * @var int
41   */
42  public $maxFailedTrials;
43  /**
44   * @var int
45   */
46  public $maxParallelTrials;
47  /**
48   * @var int
49   */
50  public $maxTrials;
51  protected $paramsType = GoogleCloudMlV1ParameterSpec::class;
52  protected $paramsDataType = 'array';
53  /**
54   * @var string
55   */
56  public $resumePreviousJobId;
57
58  /**
59   * @param string
60   */
61  public function setAlgorithm($algorithm)
62  {
63    $this->algorithm = $algorithm;
64  }
65  /**
66   * @return string
67   */
68  public function getAlgorithm()
69  {
70    return $this->algorithm;
71  }
72  /**
73   * @param bool
74   */
75  public function setEnableTrialEarlyStopping($enableTrialEarlyStopping)
76  {
77    $this->enableTrialEarlyStopping = $enableTrialEarlyStopping;
78  }
79  /**
80   * @return bool
81   */
82  public function getEnableTrialEarlyStopping()
83  {
84    return $this->enableTrialEarlyStopping;
85  }
86  /**
87   * @param string
88   */
89  public function setGoal($goal)
90  {
91    $this->goal = $goal;
92  }
93  /**
94   * @return string
95   */
96  public function getGoal()
97  {
98    return $this->goal;
99  }
100  /**
101   * @param string
102   */
103  public function setHyperparameterMetricTag($hyperparameterMetricTag)
104  {
105    $this->hyperparameterMetricTag = $hyperparameterMetricTag;
106  }
107  /**
108   * @return string
109   */
110  public function getHyperparameterMetricTag()
111  {
112    return $this->hyperparameterMetricTag;
113  }
114  /**
115   * @param int
116   */
117  public function setMaxFailedTrials($maxFailedTrials)
118  {
119    $this->maxFailedTrials = $maxFailedTrials;
120  }
121  /**
122   * @return int
123   */
124  public function getMaxFailedTrials()
125  {
126    return $this->maxFailedTrials;
127  }
128  /**
129   * @param int
130   */
131  public function setMaxParallelTrials($maxParallelTrials)
132  {
133    $this->maxParallelTrials = $maxParallelTrials;
134  }
135  /**
136   * @return int
137   */
138  public function getMaxParallelTrials()
139  {
140    return $this->maxParallelTrials;
141  }
142  /**
143   * @param int
144   */
145  public function setMaxTrials($maxTrials)
146  {
147    $this->maxTrials = $maxTrials;
148  }
149  /**
150   * @return int
151   */
152  public function getMaxTrials()
153  {
154    return $this->maxTrials;
155  }
156  /**
157   * @param GoogleCloudMlV1ParameterSpec[]
158   */
159  public function setParams($params)
160  {
161    $this->params = $params;
162  }
163  /**
164   * @return GoogleCloudMlV1ParameterSpec[]
165   */
166  public function getParams()
167  {
168    return $this->params;
169  }
170  /**
171   * @param string
172   */
173  public function setResumePreviousJobId($resumePreviousJobId)
174  {
175    $this->resumePreviousJobId = $resumePreviousJobId;
176  }
177  /**
178   * @return string
179   */
180  public function getResumePreviousJobId()
181  {
182    return $this->resumePreviousJobId;
183  }
184}
185
186// Adding a class alias for backwards compatibility with the previous class name.
187class_alias(GoogleCloudMlV1HyperparameterSpec::class, 'Google_Service_CloudMachineLearningEngine_GoogleCloudMlV1HyperparameterSpec');
188