com.google.cloud.aiplatform.v1beta1

Class PartnerModelTuningSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.PartnerModelTuningSpec

All Implemented Interfaces:

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

public final class PartnerModelTuningSpec
extends com.google.protobuf.GeneratedMessageV3
implements PartnerModelTuningSpecOrBuilder

 Tuning spec for Partner models.
 

Protobuf type google.cloud.aiplatform.v1beta1.PartnerModelTuningSpec

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	PartnerModelTuningSpec.Builder Tuning spec for Partner models.

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	containsHyperParameters(String key) Hyperparameters for tuning.
boolean	equals(Object obj)
static PartnerModelTuningSpec	getDefaultInstance()
PartnerModelTuningSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
Map<String,com.google.protobuf.Value>	getHyperParameters() Deprecated.
int	getHyperParametersCount() Hyperparameters for tuning.
Map<String,com.google.protobuf.Value>	getHyperParametersMap() Hyperparameters for tuning.
com.google.protobuf.Value	getHyperParametersOrDefault(String key, com.google.protobuf.Value defaultValue) Hyperparameters for tuning.
com.google.protobuf.Value	getHyperParametersOrThrow(String key) Hyperparameters for tuning.
com.google.protobuf.Parser<PartnerModelTuningSpec>	getParserForType()
int	getSerializedSize()
String	getTrainingDatasetUri() Required.
com.google.protobuf.ByteString	getTrainingDatasetUriBytes() Required.
String	getValidationDatasetUri() Optional.
com.google.protobuf.ByteString	getValidationDatasetUriBytes() Optional.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
protected com.google.protobuf.MapFieldReflectionAccessor	internalGetMapFieldReflection(int number)
boolean	isInitialized()
static PartnerModelTuningSpec.Builder	newBuilder()
static PartnerModelTuningSpec.Builder	newBuilder(PartnerModelTuningSpec prototype)
PartnerModelTuningSpec.Builder	newBuilderForType()
protected PartnerModelTuningSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static PartnerModelTuningSpec	parseDelimitedFrom(InputStream input)
static PartnerModelTuningSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PartnerModelTuningSpec	parseFrom(byte[] data)
static PartnerModelTuningSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PartnerModelTuningSpec	parseFrom(ByteBuffer data)
static PartnerModelTuningSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PartnerModelTuningSpec	parseFrom(com.google.protobuf.ByteString data)
static PartnerModelTuningSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PartnerModelTuningSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static PartnerModelTuningSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PartnerModelTuningSpec	parseFrom(InputStream input)
static PartnerModelTuningSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<PartnerModelTuningSpec>	parser()
PartnerModelTuningSpec.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, 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()

internalGetMapFieldReflection

protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)

Overrides:

internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessageV3

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 PartnerModelTuningSpecOrBuilder

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 PartnerModelTuningSpecOrBuilder

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 PartnerModelTuningSpecOrBuilder

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 PartnerModelTuningSpecOrBuilder

Returns:

The bytes for validationDatasetUri.

getHyperParametersCount

public int getHyperParametersCount()

Description copied from interface: PartnerModelTuningSpecOrBuilder

 Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
 

map<string, .google.protobuf.Value> hyper_parameters = 3;

Specified by:

getHyperParametersCount in interface PartnerModelTuningSpecOrBuilder

containsHyperParameters

public boolean containsHyperParameters(String key)

 Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
 

map<string, .google.protobuf.Value> hyper_parameters = 3;

Specified by:

containsHyperParameters in interface PartnerModelTuningSpecOrBuilder

getHyperParameters

@Deprecated
public Map<String,com.google.protobuf.Value> getHyperParameters()

Deprecated.

Use getHyperParametersMap() instead.

Specified by:

getHyperParameters in interface PartnerModelTuningSpecOrBuilder

getHyperParametersMap

public Map<String,com.google.protobuf.Value> getHyperParametersMap()

 Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
 

map<string, .google.protobuf.Value> hyper_parameters = 3;

Specified by:

getHyperParametersMap in interface PartnerModelTuningSpecOrBuilder

getHyperParametersOrDefault

public com.google.protobuf.Value getHyperParametersOrDefault(String key,
                                                             com.google.protobuf.Value defaultValue)

 Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
 

map<string, .google.protobuf.Value> hyper_parameters = 3;

Specified by:

getHyperParametersOrDefault in interface PartnerModelTuningSpecOrBuilder

getHyperParametersOrThrow

public com.google.protobuf.Value getHyperParametersOrThrow(String key)

 Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
 

map<string, .google.protobuf.Value> hyper_parameters = 3;

Specified by:

getHyperParametersOrThrow in interface PartnerModelTuningSpecOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static PartnerModelTuningSpec parseFrom(InputStream input)
                                        throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static PartnerModelTuningSpec parseDelimitedFrom(InputStream input)
                                                 throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public PartnerModelTuningSpec.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static PartnerModelTuningSpec.Builder newBuilder()

newBuilder

public static PartnerModelTuningSpec.Builder newBuilder(PartnerModelTuningSpec prototype)

toBuilder

public PartnerModelTuningSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static PartnerModelTuningSpec getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder