com.google.cloud.aiplatform.v1

Class SupervisedTuningSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.SupervisedTuningSpec

All Implemented Interfaces:

SupervisedTuningSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class SupervisedTuningSpec
extends com.google.protobuf.GeneratedMessageV3
implements SupervisedTuningSpecOrBuilder

 Tuning Spec for Supervised Tuning.
 

Protobuf type google.cloud.aiplatform.v1.SupervisedTuningSpec

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	SupervisedTuningSpec.Builder Tuning Spec for Supervised Tuning.

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	HYPER_PARAMETERS_FIELD_NUMBER
static int	TRAINING_DATASET_URI_FIELD_NUMBER
static int	VALIDATION_DATASET_URI_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 SupervisedTuningSpec	getDefaultInstance()
SupervisedTuningSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
SupervisedHyperParameters	getHyperParameters() Optional.
SupervisedHyperParametersOrBuilder	getHyperParametersOrBuilder() Optional.
com.google.protobuf.Parser<SupervisedTuningSpec>	getParserForType()
int	getSerializedSize()
String	getTrainingDatasetUri() Required.
com.google.protobuf.ByteString	getTrainingDatasetUriBytes() Required.
String	getValidationDatasetUri() Optional.
com.google.protobuf.ByteString	getValidationDatasetUriBytes() Optional.
int	hashCode()
boolean	hasHyperParameters() Optional.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static SupervisedTuningSpec.Builder	newBuilder()
static SupervisedTuningSpec.Builder	newBuilder(SupervisedTuningSpec prototype)
SupervisedTuningSpec.Builder	newBuilderForType()
protected SupervisedTuningSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static SupervisedTuningSpec	parseDelimitedFrom(InputStream input)
static SupervisedTuningSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedTuningSpec	parseFrom(byte[] data)
static SupervisedTuningSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedTuningSpec	parseFrom(ByteBuffer data)
static SupervisedTuningSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedTuningSpec	parseFrom(com.google.protobuf.ByteString data)
static SupervisedTuningSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedTuningSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static SupervisedTuningSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedTuningSpec	parseFrom(InputStream input)
static SupervisedTuningSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<SupervisedTuningSpec>	parser()
SupervisedTuningSpec.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

TRAINING_DATASET_URI_FIELD_NUMBER

public static final int TRAINING_DATASET_URI_FIELD_NUMBER

See Also:

Constant Field Values

VALIDATION_DATASET_URI_FIELD_NUMBER

public static final int VALIDATION_DATASET_URI_FIELD_NUMBER

See Also:

Constant Field Values

HYPER_PARAMETERS_FIELD_NUMBER

public static final int HYPER_PARAMETERS_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

getTrainingDatasetUri

public String getTrainingDatasetUri()

 Required. Cloud Storage path to file containing training dataset for
 tuning. The dataset must be formatted as a JSONL file.
 

string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getTrainingDatasetUri in interface SupervisedTuningSpecOrBuilder

Returns:

The trainingDatasetUri.

getTrainingDatasetUriBytes

public com.google.protobuf.ByteString getTrainingDatasetUriBytes()

 Required. Cloud Storage path to file containing training dataset for
 tuning. The dataset must be formatted as a JSONL file.
 

string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getTrainingDatasetUriBytes in interface SupervisedTuningSpecOrBuilder

Returns:

The bytes for trainingDatasetUri.

getValidationDatasetUri

public String getValidationDatasetUri()

 Optional. Cloud Storage path to file containing validation dataset for
 tuning. The dataset must be formatted as a JSONL file.
 

string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];

Specified by:

getValidationDatasetUri in interface SupervisedTuningSpecOrBuilder

Returns:

The validationDatasetUri.

getValidationDatasetUriBytes

public com.google.protobuf.ByteString getValidationDatasetUriBytes()

 Optional. Cloud Storage path to file containing validation dataset for
 tuning. The dataset must be formatted as a JSONL file.
 

string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];

Specified by:

getValidationDatasetUriBytes in interface SupervisedTuningSpecOrBuilder

Returns:

The bytes for validationDatasetUri.

hasHyperParameters

public boolean hasHyperParameters()

 Optional. Hyperparameters for SFT.
 

.google.cloud.aiplatform.v1.SupervisedHyperParameters hyper_parameters = 3 [(.google.api.field_behavior) = OPTIONAL];

Specified by:

hasHyperParameters in interface SupervisedTuningSpecOrBuilder

Returns:

Whether the hyperParameters field is set.

getHyperParameters

public SupervisedHyperParameters getHyperParameters()

 Optional. Hyperparameters for SFT.
 

.google.cloud.aiplatform.v1.SupervisedHyperParameters hyper_parameters = 3 [(.google.api.field_behavior) = OPTIONAL];

Specified by:

getHyperParameters in interface SupervisedTuningSpecOrBuilder

Returns:

The hyperParameters.

getHyperParametersOrBuilder

public SupervisedHyperParametersOrBuilder getHyperParametersOrBuilder()

 Optional. Hyperparameters for SFT.
 

.google.cloud.aiplatform.v1.SupervisedHyperParameters hyper_parameters = 3 [(.google.api.field_behavior) = OPTIONAL];

Specified by:

getHyperParametersOrBuilder in interface SupervisedTuningSpecOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static SupervisedTuningSpec parseFrom(InputStream input)
                                      throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static SupervisedTuningSpec parseDelimitedFrom(InputStream input)
                                               throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public SupervisedTuningSpec.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static SupervisedTuningSpec.Builder newBuilder()

newBuilder

public static SupervisedTuningSpec.Builder newBuilder(SupervisedTuningSpec prototype)

toBuilder

public SupervisedTuningSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static SupervisedTuningSpec getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<SupervisedTuningSpec> 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 SupervisedTuningSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder