com.google.cloud.aiplatform.v1

Class SupervisedHyperParameters

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.SupervisedHyperParameters

All Implemented Interfaces:

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

public final class SupervisedHyperParameters
extends com.google.protobuf.GeneratedMessageV3
implements SupervisedHyperParametersOrBuilder

 Hyperparameters for SFT.
 

Protobuf type google.cloud.aiplatform.v1.SupervisedHyperParameters

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	SupervisedHyperParameters.AdapterSize Supported adapter sizes for tuning.
static class	SupervisedHyperParameters.Builder Hyperparameters for SFT.

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	ADAPTER_SIZE_FIELD_NUMBER
static int	EPOCH_COUNT_FIELD_NUMBER
static int	LEARNING_RATE_MULTIPLIER_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)
SupervisedHyperParameters.AdapterSize	getAdapterSize() Optional.
int	getAdapterSizeValue() Optional.
static SupervisedHyperParameters	getDefaultInstance()
SupervisedHyperParameters	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
long	getEpochCount() Optional.
double	getLearningRateMultiplier() Optional.
com.google.protobuf.Parser<SupervisedHyperParameters>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static SupervisedHyperParameters.Builder	newBuilder()
static SupervisedHyperParameters.Builder	newBuilder(SupervisedHyperParameters prototype)
SupervisedHyperParameters.Builder	newBuilderForType()
protected SupervisedHyperParameters.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static SupervisedHyperParameters	parseDelimitedFrom(InputStream input)
static SupervisedHyperParameters	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedHyperParameters	parseFrom(byte[] data)
static SupervisedHyperParameters	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedHyperParameters	parseFrom(ByteBuffer data)
static SupervisedHyperParameters	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedHyperParameters	parseFrom(com.google.protobuf.ByteString data)
static SupervisedHyperParameters	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedHyperParameters	parseFrom(com.google.protobuf.CodedInputStream input)
static SupervisedHyperParameters	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SupervisedHyperParameters	parseFrom(InputStream input)
static SupervisedHyperParameters	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<SupervisedHyperParameters>	parser()
SupervisedHyperParameters.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

EPOCH_COUNT_FIELD_NUMBER

public static final int EPOCH_COUNT_FIELD_NUMBER

See Also:

Constant Field Values

LEARNING_RATE_MULTIPLIER_FIELD_NUMBER

public static final int LEARNING_RATE_MULTIPLIER_FIELD_NUMBER

See Also:

Constant Field Values

ADAPTER_SIZE_FIELD_NUMBER

public static final int ADAPTER_SIZE_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

getEpochCount

public long getEpochCount()

 Optional. Number of complete passes the model makes over the entire
 training dataset during training.
 

int64 epoch_count = 1 [(.google.api.field_behavior) = OPTIONAL];

Specified by:

getEpochCount in interface SupervisedHyperParametersOrBuilder

Returns:

The epochCount.

getLearningRateMultiplier

public double getLearningRateMultiplier()

 Optional. Multiplier for adjusting the default learning rate.
 

double learning_rate_multiplier = 2 [(.google.api.field_behavior) = OPTIONAL];

Specified by:

getLearningRateMultiplier in interface SupervisedHyperParametersOrBuilder

Returns:

The learningRateMultiplier.

getAdapterSizeValue

public int getAdapterSizeValue()

 Optional. Adapter size for tuning.
 

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

Specified by:

getAdapterSizeValue in interface SupervisedHyperParametersOrBuilder

Returns:

The enum numeric value on the wire for adapterSize.

getAdapterSize

public SupervisedHyperParameters.AdapterSize getAdapterSize()

 Optional. Adapter size for tuning.
 

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

Specified by:

getAdapterSize in interface SupervisedHyperParametersOrBuilder

Returns:

The adapterSize.

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static SupervisedHyperParameters parseFrom(InputStream input)
                                           throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static SupervisedHyperParameters parseDelimitedFrom(InputStream input)
                                                    throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public SupervisedHyperParameters.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static SupervisedHyperParameters.Builder newBuilder()

newBuilder

public static SupervisedHyperParameters.Builder newBuilder(SupervisedHyperParameters prototype)

toBuilder

public SupervisedHyperParameters.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static SupervisedHyperParameters getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder