com.google.cloud.aiplatform.v1

Class StudySpec.MedianAutomatedStoppingSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec

All Implemented Interfaces:

StudySpec.MedianAutomatedStoppingSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

StudySpec

public static final class StudySpec.MedianAutomatedStoppingSpec
extends com.google.protobuf.GeneratedMessageV3
implements StudySpec.MedianAutomatedStoppingSpecOrBuilder

 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.
 

Protobuf type google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	StudySpec.MedianAutomatedStoppingSpec.Builder 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.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	USE_ELAPSED_DURATION_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
static StudySpec.MedianAutomatedStoppingSpec	getDefaultInstance()
StudySpec.MedianAutomatedStoppingSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<StudySpec.MedianAutomatedStoppingSpec>	getParserForType()
int	getSerializedSize()
boolean	getUseElapsedDuration() True if median automated stopping rule applies on [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration].
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static StudySpec.MedianAutomatedStoppingSpec.Builder	newBuilder()
static StudySpec.MedianAutomatedStoppingSpec.Builder	newBuilder(StudySpec.MedianAutomatedStoppingSpec prototype)
StudySpec.MedianAutomatedStoppingSpec.Builder	newBuilderForType()
protected StudySpec.MedianAutomatedStoppingSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static StudySpec.MedianAutomatedStoppingSpec	parseDelimitedFrom(InputStream input)
static StudySpec.MedianAutomatedStoppingSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(byte[] data)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(ByteBuffer data)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(com.google.protobuf.ByteString data)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(InputStream input)
static StudySpec.MedianAutomatedStoppingSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<StudySpec.MedianAutomatedStoppingSpec>	parser()
StudySpec.MedianAutomatedStoppingSpec.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

USE_ELAPSED_DURATION_FIELD_NUMBER

public static final int USE_ELAPSED_DURATION_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getUseElapsedDuration

public boolean getUseElapsedDuration()

 True if median automated stopping rule applies on
 [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration].
 It means that elapsed_duration field of latest measurement of current
 Trial is used to compute median objective value for each completed
 Trials.
 

bool use_elapsed_duration = 1;

Specified by:

getUseElapsedDuration in interface StudySpec.MedianAutomatedStoppingSpecOrBuilder

Returns:

The useElapsedDuration.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(ByteBuffer data)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(ByteBuffer data,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(com.google.protobuf.ByteString data)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(com.google.protobuf.ByteString data,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(byte[] data)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(byte[] data,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(InputStream input)
                                                       throws IOException

Throws:

IOException

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(InputStream input,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws IOException

Throws:

IOException

parseDelimitedFrom

public static StudySpec.MedianAutomatedStoppingSpec parseDelimitedFrom(InputStream input)
                                                                throws IOException

Throws:

IOException

parseDelimitedFrom

public static StudySpec.MedianAutomatedStoppingSpec parseDelimitedFrom(InputStream input,
                                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                throws IOException

Throws:

IOException

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(com.google.protobuf.CodedInputStream input)
                                                       throws IOException

Throws:

IOException

parseFrom

public static StudySpec.MedianAutomatedStoppingSpec parseFrom(com.google.protobuf.CodedInputStream input,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws IOException

Throws:

IOException

newBuilderForType

public StudySpec.MedianAutomatedStoppingSpec.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static StudySpec.MedianAutomatedStoppingSpec.Builder newBuilder()

newBuilder

public static StudySpec.MedianAutomatedStoppingSpec.Builder newBuilder(StudySpec.MedianAutomatedStoppingSpec prototype)

toBuilder

public StudySpec.MedianAutomatedStoppingSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected StudySpec.MedianAutomatedStoppingSpec.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static StudySpec.MedianAutomatedStoppingSpec getDefaultInstance()

parser

public static com.google.protobuf.Parser<StudySpec.MedianAutomatedStoppingSpec> parser()

getParserForType

public com.google.protobuf.Parser<StudySpec.MedianAutomatedStoppingSpec> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public StudySpec.MedianAutomatedStoppingSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder