com.google.cloud.aiplatform.v1beta1

Class DistillationHyperParameters

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.DistillationHyperParameters

All Implemented Interfaces:

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

public final class DistillationHyperParameters
extends com.google.protobuf.GeneratedMessageV3
implements DistillationHyperParametersOrBuilder

 Hyperparameters for Distillation.
 

Protobuf type google.cloud.aiplatform.v1beta1.DistillationHyperParameters

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	DistillationHyperParameters.Builder Hyperparameters for Distillation.

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

hasEpochCount

public boolean hasEpochCount()

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

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

Specified by:

hasEpochCount in interface DistillationHyperParametersOrBuilder

Returns:

Whether the epochCount field is set.

getEpochCount

public long getEpochCount()

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

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

Specified by:

getEpochCount in interface DistillationHyperParametersOrBuilder

Returns:

The epochCount.

hasLearningRateMultiplier

public boolean hasLearningRateMultiplier()

 Optional. Multiplier for adjusting the default learning rate.
 

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

Specified by:

hasLearningRateMultiplier in interface DistillationHyperParametersOrBuilder

Returns:

Whether the learningRateMultiplier field is set.

getLearningRateMultiplier

public double getLearningRateMultiplier()

 Optional. Multiplier for adjusting the default learning rate.
 

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

Specified by:

getLearningRateMultiplier in interface DistillationHyperParametersOrBuilder

Returns:

The learningRateMultiplier.

getAdapterSizeValue

public int getAdapterSizeValue()

 Optional. Adapter size for distillation.
 

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

Specified by:

getAdapterSizeValue in interface DistillationHyperParametersOrBuilder

Returns:

The enum numeric value on the wire for adapterSize.

getAdapterSize

public SupervisedHyperParameters.AdapterSize getAdapterSize()

 Optional. Adapter size for distillation.
 

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

Specified by:

getAdapterSize in interface DistillationHyperParametersOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static DistillationHyperParameters parseFrom(InputStream input)
                                             throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static DistillationHyperParameters parseDelimitedFrom(InputStream input)
                                                      throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public DistillationHyperParameters.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static DistillationHyperParameters.Builder newBuilder()

newBuilder

public static DistillationHyperParameters.Builder newBuilder(DistillationHyperParameters prototype)

toBuilder

public DistillationHyperParameters.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static DistillationHyperParameters getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder