com.google.api.services.bigquery.model

Class TrainingRun.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.TrainingRun.TrainingOptions

All Implemented Interfaces:

Cloneable, Map<String,Object>

Enclosing class:

TrainingRun

public static final class TrainingRun.TrainingOptions
extends com.google.api.client.json.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

com.google.api.client.util.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

Modifier and Type	Method and Description
TrainingRun.TrainingOptions	clone()
Boolean	getEarlyStop()
Double	getL1Reg()
Double	getL2Reg()
Double	getLearnRate()
String	getLearnRateStrategy()
Double	getLineSearchInitLearnRate()
Long	getMaxIteration()
Double	getMinRelProgress()
Boolean	getWarmStart()
TrainingRun.TrainingOptions	set(String fieldName, Object value)
TrainingRun.TrainingOptions	setEarlyStop(Boolean earlyStop)
TrainingRun.TrainingOptions	setL1Reg(Double l1Reg)
TrainingRun.TrainingOptions	setL2Reg(Double l2Reg)
TrainingRun.TrainingOptions	setLearnRate(Double learnRate)
TrainingRun.TrainingOptions	setLearnRateStrategy(String learnRateStrategy)
TrainingRun.TrainingOptions	setLineSearchInitLearnRate(Double lineSearchInitLearnRate)
TrainingRun.TrainingOptions	setMaxIteration(Long maxIteration)
TrainingRun.TrainingOptions	setMinRelProgress(Double minRelProgress)
TrainingRun.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, get, getClassInfo, getUnknownKeys, put, putAll, remove, setUnknownKeys

Methods inherited from class java.util.AbstractMap

clear, containsKey, containsValue, equals, hashCode, 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 TrainingRun.TrainingOptions setEarlyStop(Boolean earlyStop)

Parameters:

earlyStop - earlyStop or null for none

getL1Reg

public Double getL1Reg()

Returns:

value or null for none

setL1Reg

public TrainingRun.TrainingOptions setL1Reg(Double l1Reg)

Parameters:

l1Reg - l1Reg or null for none

getL2Reg

public Double getL2Reg()

Returns:

value or null for none

setL2Reg

public TrainingRun.TrainingOptions setL2Reg(Double l2Reg)

Parameters:

l2Reg - l2Reg or null for none

getLearnRate

public Double getLearnRate()

Returns:

value or null for none

setLearnRate

public TrainingRun.TrainingOptions setLearnRate(Double learnRate)

Parameters:

learnRate - learnRate or null for none

getLearnRateStrategy

public String getLearnRateStrategy()

Returns:

value or null for none

setLearnRateStrategy

public TrainingRun.TrainingOptions setLearnRateStrategy(String learnRateStrategy)

Parameters:

learnRateStrategy - learnRateStrategy or null for none

getLineSearchInitLearnRate

public Double getLineSearchInitLearnRate()

Returns:

value or null for none

setLineSearchInitLearnRate

public TrainingRun.TrainingOptions setLineSearchInitLearnRate(Double lineSearchInitLearnRate)

Parameters:

lineSearchInitLearnRate - lineSearchInitLearnRate or null for none

getMaxIteration

public Long getMaxIteration()

Returns:

value or null for none

setMaxIteration

public TrainingRun.TrainingOptions setMaxIteration(Long maxIteration)

Parameters:

maxIteration - maxIteration or null for none

getMinRelProgress

public Double getMinRelProgress()

Returns:

value or null for none

setMinRelProgress

public TrainingRun.TrainingOptions setMinRelProgress(Double minRelProgress)

Parameters:

minRelProgress - minRelProgress or null for none

getWarmStart

public Boolean getWarmStart()

Returns:

value or null for none

setWarmStart

public TrainingRun.TrainingOptions setWarmStart(Boolean warmStart)

Parameters:

warmStart - warmStart or null for none

set

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

Overrides:

set in class com.google.api.client.json.GenericJson

clone

public TrainingRun.TrainingOptions clone()

Overrides:

clone in class com.google.api.client.json.GenericJson