com.google.api.services.ml.v1.model

Class GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig

java.lang.Object

java.util.AbstractMap<String,Object>

com.google.api.client.util.GenericData

com.google.api.client.json.GenericJson

com.google.api.services.ml.v1.model.GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig

All Implemented Interfaces:

Cloneable, Map<String,Object>

public final class GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig
extends GenericJson

The median automated stopping rule stops a pending trial if the trial's best objective_value is strictly below the median 'performance' of all completed trials reported up to the trial's last measurement. Currently, 'performance' refers to the running average of the objective values reported by the trial in each measurement.

This is the Java data model class that specifies how to parse/serialize into the JSON that is transmitted over HTTP when working with the AI Platform Training & Prediction API. For a detailed explanation see: https://developers.google.com/api-client-library/java/google-http-java-client/json

Author:

Google, Inc.

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
GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig()

Method Summary

Modifier and Type	Method and Description
GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig	clone()
Boolean	getUseElapsedTime() If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.
GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig	set(String fieldName, Object value)
GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig	setUseElapsedTime(Boolean useElapsedTime) If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.

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

GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig

public GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig()

Method Detail

getUseElapsedTime

public Boolean getUseElapsedTime()

If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.

Returns:

value or null for none

setUseElapsedTime

public GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig setUseElapsedTime(Boolean useElapsedTime)

If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.

Parameters:

useElapsedTime - useElapsedTime or null for none

set

public GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig set(String fieldName,
                                                                               Object value)

Overrides:

set in class GenericJson

clone

public GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig clone()

Overrides:

clone in class GenericJson