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Class SupervisedHyperParameters (3.88.0)

public final class SupervisedHyperParameters extends GeneratedMessage implements SupervisedHyperParametersOrBuilder

Hyperparameters for SFT.

Protobuf type google.cloud.aiplatform.v1beta1.SupervisedHyperParameters

Inheritance

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

Implements

SupervisedHyperParametersOrBuilder

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

ADAPTER_SIZE_FIELD_NUMBER

public static final int ADAPTER_SIZE_FIELD_NUMBER

Field Value
Type	Description
`int`

BATCH_SIZE_FIELD_NUMBER

public static final int BATCH_SIZE_FIELD_NUMBER

Field Value
Type	Description
`int`

EPOCH_COUNT_FIELD_NUMBER

public static final int EPOCH_COUNT_FIELD_NUMBER

Field Value
Type	Description
`int`

LEARNING_RATE_FIELD_NUMBER

public static final int LEARNING_RATE_FIELD_NUMBER

Field Value
Type	Description
`int`

LEARNING_RATE_MULTIPLIER_FIELD_NUMBER

public static final int LEARNING_RATE_MULTIPLIER_FIELD_NUMBER

Field Value
Type	Description
`int`

Static Methods

getDefaultInstance()

public static SupervisedHyperParameters getDefaultInstance()

Returns
Type	Description
`SupervisedHyperParameters`

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

newBuilder()

public static SupervisedHyperParameters.Builder newBuilder()

Returns
Type	Description
`SupervisedHyperParameters.Builder`

newBuilder(SupervisedHyperParameters prototype)

public static SupervisedHyperParameters.Builder newBuilder(SupervisedHyperParameters prototype)

Parameter
Name	Description
`prototype`	`SupervisedHyperParameters`

Returns
Type	Description
`SupervisedHyperParameters.Builder`

parseDelimitedFrom(InputStream input)

public static SupervisedHyperParameters parseDelimitedFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`IOException`

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static SupervisedHyperParameters parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`IOException`

parseFrom(byte[] data)

public static SupervisedHyperParameters parseFrom(byte[] data)

Parameter
Name	Description
`data`	`byte[]`

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

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

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data)

public static SupervisedHyperParameters parseFrom(ByteString data)

Parameter
Name	Description
`data`	`ByteString`

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static SupervisedHyperParameters parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

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

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(CodedInputStream input)

public static SupervisedHyperParameters parseFrom(CodedInputStream input)

Parameter
Name	Description
`input`	`CodedInputStream`

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`IOException`

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static SupervisedHyperParameters parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

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

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input)

public static SupervisedHyperParameters parseFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static SupervisedHyperParameters parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`IOException`

parseFrom(ByteBuffer data)

public static SupervisedHyperParameters parseFrom(ByteBuffer data)

Parameter
Name	Description
`data`	`ByteBuffer`

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static SupervisedHyperParameters parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

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

Returns
Type	Description
`SupervisedHyperParameters`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parser()

public static Parser<SupervisedHyperParameters> parser()

Returns
Type	Description
`Parser<SupervisedHyperParameters>`

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
`obj`	`Object`

Returns
Type	Description
`boolean`

Overrides

AbstractMessage.equals(Object other)

getAdapterSize()

public SupervisedHyperParameters.AdapterSize getAdapterSize()

Optional. Adapter size for tuning.

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

Returns
Type	Description
`SupervisedHyperParameters.AdapterSize`	The adapterSize.

getAdapterSizeValue()

public int getAdapterSizeValue()

Optional. Adapter size for tuning.

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

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

getBatchSize()

public long getBatchSize()

Optional. Batch size for tuning. This feature is only available for open source models.

int64 batch_size = 5 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`long`	The batchSize.

getDefaultInstanceForType()

public SupervisedHyperParameters getDefaultInstanceForType()

Returns
Type	Description
`SupervisedHyperParameters`

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];

Returns
Type	Description
`long`	The epochCount.

getLearningRate()

public double getLearningRate()

Optional. Learning rate for tuning. Mutually exclusive with learning_rate_multiplier. This feature is only available for open source models.

double learning_rate = 6 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`double`	The learningRate.

getLearningRateMultiplier()

public double getLearningRateMultiplier()

Optional. Multiplier for adjusting the default learning rate. Mutually exclusive with learning_rate.

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

Returns
Type	Description
`double`	The learningRateMultiplier.

getParserForType()

public Parser<SupervisedHyperParameters> getParserForType()

Returns
Type	Description
`Parser<SupervisedHyperParameters>`

Overrides

GeneratedMessage.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
`int`

Overrides

GeneratedMessage.getSerializedSize()

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 SupervisedHyperParameters.Builder newBuilderForType()

Returns
Type	Description
`SupervisedHyperParameters.Builder`

newBuilderForType(AbstractMessage.BuilderParent parent)

protected SupervisedHyperParameters.Builder newBuilderForType(AbstractMessage.BuilderParent parent)

Parameter
Name	Description
`parent`	`BuilderParent`

Returns
Type	Description
`SupervisedHyperParameters.Builder`

Overrides

AbstractMessage.newBuilderForType(AbstractMessage.BuilderParent parent)

toBuilder()

public SupervisedHyperParameters.Builder toBuilder()

Returns
Type	Description
`SupervisedHyperParameters.Builder`

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
`output`	`CodedOutputStream`

Overrides

GeneratedMessage.writeTo(CodedOutputStream output)

Exceptions
Type	Description
`IOException`