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Class SupervisedTuningSpec (3.84.0)

public final class SupervisedTuningSpec extends GeneratedMessage implements SupervisedTuningSpecOrBuilder

Tuning Spec for Supervised Tuning for first party models.

Protobuf type google.cloud.aiplatform.v1beta1.SupervisedTuningSpec

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessage > SupervisedTuningSpec

Implements

SupervisedTuningSpecOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashCode()

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.newBuilderForType(AbstractMessage.BuilderParent)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessage.<ContainingT,T>newFileScopedGeneratedExtension(java.lang.Class<?>,com.google.protobuf.Message)

com.google.protobuf.GeneratedMessage.<ContainingT,T>newMessageScopedGeneratedExtension(com.google.protobuf.Message,int,java.lang.Class<?>,com.google.protobuf.Message)

com.google.protobuf.GeneratedMessage.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessage.<ListT>makeMutableCopy(ListT,int)

GeneratedMessage.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessage.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessage.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessage.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessage.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessage.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessage.<T>emptyList(java.lang.Class<T>)

com.google.protobuf.GeneratedMessage.<V>serializeBooleanMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.Boolean,V>,com.google.protobuf.MapEntry<java.lang.Boolean,V>,int)

com.google.protobuf.GeneratedMessage.<V>serializeIntegerMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.Integer,V>,com.google.protobuf.MapEntry<java.lang.Integer,V>,int)

com.google.protobuf.GeneratedMessage.<V>serializeLongMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.Long,V>,com.google.protobuf.MapEntry<java.lang.Long,V>,int)

com.google.protobuf.GeneratedMessage.<V>serializeStringMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.String,V>,com.google.protobuf.MapEntry<java.lang.String,V>,int)

com.google.protobuf.GeneratedMessage.canUseUnsafe()

GeneratedMessage.computeStringSize(int,Object)

GeneratedMessage.computeStringSizeNoTag(Object)

com.google.protobuf.GeneratedMessage.emptyBooleanList()

com.google.protobuf.GeneratedMessage.emptyDoubleList()

com.google.protobuf.GeneratedMessage.emptyFloatList()

com.google.protobuf.GeneratedMessage.emptyIntList()

com.google.protobuf.GeneratedMessage.emptyLongList()

GeneratedMessage.getAllFields()

GeneratedMessage.getDescriptorForType()

GeneratedMessage.getField(Descriptors.FieldDescriptor)

GeneratedMessage.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessage.getParserForType()

GeneratedMessage.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessage.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessage.getSerializedSize()

GeneratedMessage.getUnknownFields()

GeneratedMessage.hasField(Descriptors.FieldDescriptor)

GeneratedMessage.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessage.internalGetFieldAccessorTable()

GeneratedMessage.internalGetMapField(int)

com.google.protobuf.GeneratedMessage.internalGetMapFieldReflection(int)

GeneratedMessage.isInitialized()

com.google.protobuf.GeneratedMessage.isStringEmpty(java.lang.Object)

GeneratedMessage.makeExtensionsImmutable()

com.google.protobuf.GeneratedMessage.mergeFromAndMakeImmutableInternal(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite)

com.google.protobuf.GeneratedMessage.newInstance(com.google.protobuf.GeneratedMessage.UnusedPrivateParameter)

GeneratedMessage.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

com.google.protobuf.GeneratedMessage.parseUnknownFieldProto3(com.google.protobuf.CodedInputStream,com.google.protobuf.UnknownFieldSet.Builder,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessage.writeReplace()

GeneratedMessage.writeString(CodedOutputStream,int,Object)

GeneratedMessage.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessage.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

EVALUATION_CONFIG_FIELD_NUMBER

public static final int EVALUATION_CONFIG_FIELD_NUMBER

Field Value
Type	Description
`int`

EXPORT_LAST_CHECKPOINT_ONLY_FIELD_NUMBER

public static final int EXPORT_LAST_CHECKPOINT_ONLY_FIELD_NUMBER

Field Value
Type	Description
`int`

HYPER_PARAMETERS_FIELD_NUMBER

public static final int HYPER_PARAMETERS_FIELD_NUMBER

Field Value
Type	Description
`int`

TRAINING_DATASET_URI_FIELD_NUMBER

public static final int TRAINING_DATASET_URI_FIELD_NUMBER

Field Value
Type	Description
`int`

TUNING_MODE_FIELD_NUMBER

public static final int TUNING_MODE_FIELD_NUMBER

Field Value
Type	Description
`int`

VALIDATION_DATASET_URI_FIELD_NUMBER

public static final int VALIDATION_DATASET_URI_FIELD_NUMBER

Field Value
Type	Description
`int`

Static Methods

getDefaultInstance()

public static SupervisedTuningSpec getDefaultInstance()

Returns
Type	Description
`SupervisedTuningSpec`

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

newBuilder()

public static SupervisedTuningSpec.Builder newBuilder()

Returns
Type	Description
`SupervisedTuningSpec.Builder`

newBuilder(SupervisedTuningSpec prototype)

public static SupervisedTuningSpec.Builder newBuilder(SupervisedTuningSpec prototype)

Parameter
Name	Description
`prototype`	`SupervisedTuningSpec`

Returns
Type	Description
`SupervisedTuningSpec.Builder`

parseDelimitedFrom(InputStream input)

public static SupervisedTuningSpec parseDelimitedFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`IOException`

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static SupervisedTuningSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`IOException`

parseFrom(byte[] data)

public static SupervisedTuningSpec parseFrom(byte[] data)

Parameter
Name	Description
`data`	`byte[]`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static SupervisedTuningSpec parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`byte[]`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data)

public static SupervisedTuningSpec parseFrom(ByteString data)

Parameter
Name	Description
`data`	`ByteString`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static SupervisedTuningSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteString`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(CodedInputStream input)

public static SupervisedTuningSpec parseFrom(CodedInputStream input)

Parameter
Name	Description
`input`	`CodedInputStream`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`IOException`

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static SupervisedTuningSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input)

public static SupervisedTuningSpec parseFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static SupervisedTuningSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`IOException`

parseFrom(ByteBuffer data)

public static SupervisedTuningSpec parseFrom(ByteBuffer data)

Parameter
Name	Description
`data`	`ByteBuffer`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static SupervisedTuningSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteBuffer`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`SupervisedTuningSpec`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parser()

public static Parser<SupervisedTuningSpec> parser()

Returns
Type	Description
`Parser<SupervisedTuningSpec>`

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
`obj`	`Object`

Returns
Type	Description
`boolean`

Overrides

AbstractMessage.equals(Object other)

getDefaultInstanceForType()

public SupervisedTuningSpec getDefaultInstanceForType()

Returns
Type	Description
`SupervisedTuningSpec`

getEvaluationConfig()

public EvaluationConfig getEvaluationConfig()

Optional. Evaluation Config for Tuning Job.

.google.cloud.aiplatform.v1beta1.EvaluationConfig evaluation_config = 5 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`EvaluationConfig`	The evaluationConfig.

getEvaluationConfigOrBuilder()

public EvaluationConfigOrBuilder getEvaluationConfigOrBuilder()

Optional. Evaluation Config for Tuning Job.

.google.cloud.aiplatform.v1beta1.EvaluationConfig evaluation_config = 5 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`EvaluationConfigOrBuilder`

getExportLastCheckpointOnly()

public boolean getExportLastCheckpointOnly()

Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. Default is false.

bool export_last_checkpoint_only = 6 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	The exportLastCheckpointOnly.

getHyperParameters()

public SupervisedHyperParameters getHyperParameters()

Optional. Hyperparameters for SFT.

.google.cloud.aiplatform.v1beta1.SupervisedHyperParameters hyper_parameters = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`SupervisedHyperParameters`	The hyperParameters.

getHyperParametersOrBuilder()

public SupervisedHyperParametersOrBuilder getHyperParametersOrBuilder()

Optional. Hyperparameters for SFT.

.google.cloud.aiplatform.v1beta1.SupervisedHyperParameters hyper_parameters = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`SupervisedHyperParametersOrBuilder`

getParserForType()

public Parser<SupervisedTuningSpec> getParserForType()

Returns
Type	Description
`Parser<SupervisedTuningSpec>`

Overrides

GeneratedMessage.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
`int`

Overrides

GeneratedMessage.getSerializedSize()

getTrainingDatasetUri()

public String getTrainingDatasetUri()

Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.

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

Returns
Type	Description
`String`	The trainingDatasetUri.

getTrainingDatasetUriBytes()

public ByteString getTrainingDatasetUriBytes()

Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.

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

Returns
Type	Description
`ByteString`	The bytes for trainingDatasetUri.

getTuningMode()

public SupervisedTuningSpec.TuningMode getTuningMode()

Tuning mode.

.google.cloud.aiplatform.v1beta1.SupervisedTuningSpec.TuningMode tuning_mode = 7;

Returns
Type	Description
`SupervisedTuningSpec.TuningMode`	The tuningMode.

getTuningModeValue()

public int getTuningModeValue()

Tuning mode.

.google.cloud.aiplatform.v1beta1.SupervisedTuningSpec.TuningMode tuning_mode = 7;

Returns
Type	Description
`int`	The enum numeric value on the wire for tuningMode.

getValidationDatasetUri()

public String getValidationDatasetUri()

Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.

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

Returns
Type	Description
`String`	The validationDatasetUri.

getValidationDatasetUriBytes()

public ByteString getValidationDatasetUriBytes()

Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.

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

Returns
Type	Description
`ByteString`	The bytes for validationDatasetUri.

hasEvaluationConfig()

public boolean hasEvaluationConfig()

Optional. Evaluation Config for Tuning Job.

.google.cloud.aiplatform.v1beta1.EvaluationConfig evaluation_config = 5 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the evaluationConfig field is set.

hasHyperParameters()

public boolean hasHyperParameters()

Optional. Hyperparameters for SFT.

.google.cloud.aiplatform.v1beta1.SupervisedHyperParameters hyper_parameters = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the hyperParameters field is set.

hashCode()

public int hashCode()

Returns
Type	Description
`int`

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessage.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
`boolean`

Overrides

GeneratedMessage.isInitialized()

newBuilderForType()

public SupervisedTuningSpec.Builder newBuilderForType()

Returns
Type	Description
`SupervisedTuningSpec.Builder`

newBuilderForType(AbstractMessage.BuilderParent parent)

protected SupervisedTuningSpec.Builder newBuilderForType(AbstractMessage.BuilderParent parent)

Parameter
Name	Description
`parent`	`BuilderParent`

Returns
Type	Description
`SupervisedTuningSpec.Builder`

Overrides

AbstractMessage.newBuilderForType(AbstractMessage.BuilderParent parent)

toBuilder()

public SupervisedTuningSpec.Builder toBuilder()

Returns
Type	Description
`SupervisedTuningSpec.Builder`

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
`output`	`CodedOutputStream`

Overrides

GeneratedMessage.writeTo(CodedOutputStream output)

Exceptions
Type	Description
`IOException`