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com.google.api.services.bigquery.model
Class BqmlTrainingRun.TrainingOptions



java.lang.Object


java.util.AbstractMap<String,Object>


com.google.api.client.util.GenericData


com.google.api.client.json.GenericJson


com.google.api.services.bigquery.model.BqmlTrainingRun.TrainingOptions













All Implemented Interfaces:
Cloneable, Map<String,Object>


Enclosing class:
BqmlTrainingRun




public static final class BqmlTrainingRun.TrainingOptions
extends GenericJson
[Output-only, Beta] Training options used by this training run. These options are mutable for
 subsequent training runs. Default values are explicitly stored for options not specified in the
 input query of the first training run. For subsequent training runs, any option not explicitly
 specified in the input query will be copied from the previous training run.











Nested Class Summary




Nested classes/interfaces inherited from class com.google.api.client.util.GenericData
GenericData.Flags





Nested classes/interfaces inherited from class java.util.AbstractMap
AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>





Nested classes/interfaces inherited from interface java.util.Map
Map.Entry<K,V>








Constructor Summary

Constructors 

Constructor and Description


TrainingOptions() 









Method Summary

All Methods Instance Methods Concrete Methods 

Modifier and Type
Method and Description


BqmlTrainingRun.TrainingOptions
clone() 


Boolean
getEarlyStop() 


Double
getL1Reg() 


Double
getL2Reg() 


Double
getLearnRate() 


String
getLearnRateStrategy() 


Double
getLineSearchInitLearnRate() 


Long
getMaxIteration() 


Double
getMinRelProgress() 


Boolean
getWarmStart() 


BqmlTrainingRun.TrainingOptions
set(String fieldName,
   Object value) 


BqmlTrainingRun.TrainingOptions
setEarlyStop(Boolean earlyStop) 


BqmlTrainingRun.TrainingOptions
setL1Reg(Double l1Reg) 


BqmlTrainingRun.TrainingOptions
setL2Reg(Double l2Reg) 


BqmlTrainingRun.TrainingOptions
setLearnRate(Double learnRate) 


BqmlTrainingRun.TrainingOptions
setLearnRateStrategy(String learnRateStrategy) 


BqmlTrainingRun.TrainingOptions
setLineSearchInitLearnRate(Double lineSearchInitLearnRate) 


BqmlTrainingRun.TrainingOptions
setMaxIteration(Long maxIteration) 


BqmlTrainingRun.TrainingOptions
setMinRelProgress(Double minRelProgress) 


BqmlTrainingRun.TrainingOptions
setWarmStart(Boolean warmStart) 






Methods inherited from class com.google.api.client.json.GenericJson
getFactory, setFactory, toPrettyString, toString





Methods inherited from class com.google.api.client.util.GenericData
entrySet, equals, get, getClassInfo, getUnknownKeys, hashCode, put, putAll, remove, setUnknownKeys





Methods inherited from class java.util.AbstractMap
clear, containsKey, containsValue, isEmpty, keySet, size, values





Methods inherited from class java.lang.Object
finalize, getClass, notify, notifyAll, wait, wait, wait





Methods inherited from interface java.util.Map
compute, computeIfAbsent, computeIfPresent, forEach, getOrDefault, merge, putIfAbsent, remove, replace, replace, replaceAll














Constructor Detail





TrainingOptions
public TrainingOptions()









Method Detail





getEarlyStop
public Boolean getEarlyStop()

Returns:
value or null for none








setEarlyStop
public BqmlTrainingRun.TrainingOptions setEarlyStop(Boolean earlyStop)

Parameters:
earlyStop - earlyStop or null for none








getL1Reg
public Double getL1Reg()

Returns:
value or null for none








setL1Reg
public BqmlTrainingRun.TrainingOptions setL1Reg(Double l1Reg)

Parameters:
l1Reg - l1Reg or null for none








getL2Reg
public Double getL2Reg()

Returns:
value or null for none








setL2Reg
public BqmlTrainingRun.TrainingOptions setL2Reg(Double l2Reg)

Parameters:
l2Reg - l2Reg or null for none








getLearnRate
public Double getLearnRate()

Returns:
value or null for none








setLearnRate
public BqmlTrainingRun.TrainingOptions setLearnRate(Double learnRate)

Parameters:
learnRate - learnRate or null for none








getLearnRateStrategy
public String getLearnRateStrategy()

Returns:
value or null for none








setLearnRateStrategy
public BqmlTrainingRun.TrainingOptions setLearnRateStrategy(String learnRateStrategy)

Parameters:
learnRateStrategy - learnRateStrategy or null for none








getLineSearchInitLearnRate
public Double getLineSearchInitLearnRate()

Returns:
value or null for none








setLineSearchInitLearnRate
public BqmlTrainingRun.TrainingOptions setLineSearchInitLearnRate(Double lineSearchInitLearnRate)

Parameters:
lineSearchInitLearnRate - lineSearchInitLearnRate or null for none








getMaxIteration
public Long getMaxIteration()

Returns:
value or null for none








setMaxIteration
public BqmlTrainingRun.TrainingOptions setMaxIteration(Long maxIteration)

Parameters:
maxIteration - maxIteration or null for none








getMinRelProgress
public Double getMinRelProgress()

Returns:
value or null for none








setMinRelProgress
public BqmlTrainingRun.TrainingOptions setMinRelProgress(Double minRelProgress)

Parameters:
minRelProgress - minRelProgress or null for none








getWarmStart
public Boolean getWarmStart()

Returns:
value or null for none








setWarmStart
public BqmlTrainingRun.TrainingOptions setWarmStart(Boolean warmStart)

Parameters:
warmStart - warmStart or null for none








set
public BqmlTrainingRun.TrainingOptions set(String fieldName,
                                           Object value)

Overrides:
set in class GenericJson








clone
public BqmlTrainingRun.TrainingOptions clone()

Overrides:
clone in class GenericJson














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Summary: 
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Detail: 
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