com.google.cloud.aiplatform.v1beta1

Class StudySpec.TransferLearningConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig

All Implemented Interfaces:

StudySpec.TransferLearningConfigOrBuilder, 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.TransferLearningConfig
extends com.google.protobuf.GeneratedMessageV3
implements StudySpec.TransferLearningConfigOrBuilder

 This contains flag for manually disabling transfer learning for a study.
 The names of prior studies being used for transfer learning (if any)
 are also listed here.
 

Protobuf type google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	StudySpec.TransferLearningConfig.Builder This contains flag for manually disabling transfer learning for a study.

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	DISABLE_TRANSFER_LEARNING_FIELD_NUMBER
static int	PRIOR_STUDY_NAMES_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.TransferLearningConfig	getDefaultInstance()
StudySpec.TransferLearningConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
boolean	getDisableTransferLearning() Flag to to manually prevent vizier from using transfer learning on a new study.
com.google.protobuf.Parser<StudySpec.TransferLearningConfig>	getParserForType()
String	getPriorStudyNames(int index) Output only.
com.google.protobuf.ByteString	getPriorStudyNamesBytes(int index) Output only.
int	getPriorStudyNamesCount() Output only.
com.google.protobuf.ProtocolStringList	getPriorStudyNamesList() Output only.
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static StudySpec.TransferLearningConfig.Builder	newBuilder()
static StudySpec.TransferLearningConfig.Builder	newBuilder(StudySpec.TransferLearningConfig prototype)
StudySpec.TransferLearningConfig.Builder	newBuilderForType()
protected StudySpec.TransferLearningConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static StudySpec.TransferLearningConfig	parseDelimitedFrom(InputStream input)
static StudySpec.TransferLearningConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.TransferLearningConfig	parseFrom(byte[] data)
static StudySpec.TransferLearningConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.TransferLearningConfig	parseFrom(ByteBuffer data)
static StudySpec.TransferLearningConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.TransferLearningConfig	parseFrom(com.google.protobuf.ByteString data)
static StudySpec.TransferLearningConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.TransferLearningConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static StudySpec.TransferLearningConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.TransferLearningConfig	parseFrom(InputStream input)
static StudySpec.TransferLearningConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<StudySpec.TransferLearningConfig>	parser()
StudySpec.TransferLearningConfig.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

DISABLE_TRANSFER_LEARNING_FIELD_NUMBER

public static final int DISABLE_TRANSFER_LEARNING_FIELD_NUMBER

See Also:

Constant Field Values

PRIOR_STUDY_NAMES_FIELD_NUMBER

public static final int PRIOR_STUDY_NAMES_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

getDisableTransferLearning

public boolean getDisableTransferLearning()

 Flag to to manually prevent vizier from using transfer learning on a
 new study. Otherwise, vizier will automatically determine whether or not
 to use transfer learning.
 

bool disable_transfer_learning = 1;

Specified by:

getDisableTransferLearning in interface StudySpec.TransferLearningConfigOrBuilder

Returns:

The disableTransferLearning.

getPriorStudyNamesList

public com.google.protobuf.ProtocolStringList getPriorStudyNamesList()

 Output only. Names of previously completed studies
 

repeated string prior_study_names = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getPriorStudyNamesList in interface StudySpec.TransferLearningConfigOrBuilder

Returns:

A list containing the priorStudyNames.

getPriorStudyNamesCount

public int getPriorStudyNamesCount()

 Output only. Names of previously completed studies
 

repeated string prior_study_names = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getPriorStudyNamesCount in interface StudySpec.TransferLearningConfigOrBuilder

Returns:

The count of priorStudyNames.

getPriorStudyNames

public String getPriorStudyNames(int index)

 Output only. Names of previously completed studies
 

repeated string prior_study_names = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getPriorStudyNames in interface StudySpec.TransferLearningConfigOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The priorStudyNames at the given index.

getPriorStudyNamesBytes

public com.google.protobuf.ByteString getPriorStudyNamesBytes(int index)

 Output only. Names of previously completed studies
 

repeated string prior_study_names = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getPriorStudyNamesBytes in interface StudySpec.TransferLearningConfigOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the priorStudyNames at the given index.

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.TransferLearningConfig parseFrom(ByteBuffer data)
                                                  throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public StudySpec.TransferLearningConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static StudySpec.TransferLearningConfig.Builder newBuilder()

newBuilder

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

toBuilder

public StudySpec.TransferLearningConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static StudySpec.TransferLearningConfig getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<StudySpec.TransferLearningConfig> 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.TransferLearningConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder