Class NasJobSpec.MultiTrialAlgorithmSpec (3.16.0)

Version 3.16.0

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public static final class NasJobSpec.MultiTrialAlgorithmSpec extends GeneratedMessageV3 implements NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

The spec of multi-trial Neural Architecture Search (NAS).

Protobuf type google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > NasJobSpec.MultiTrialAlgorithmSpec

Implements

NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

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

AbstractMessage.hashLong(long)

AbstractMessage.toString()

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

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

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

METRIC_FIELD_NUMBER

public static final int METRIC_FIELD_NUMBER

Field Value
Type	Description
int

MULTI_TRIAL_ALGORITHM_FIELD_NUMBER

public static final int MULTI_TRIAL_ALGORITHM_FIELD_NUMBER

Field Value
Type	Description
int

SEARCH_TRIAL_SPEC_FIELD_NUMBER

public static final int SEARCH_TRIAL_SPEC_FIELD_NUMBER

Field Value
Type	Description
int

TRAIN_TRIAL_SPEC_FIELD_NUMBER

public static final int TRAIN_TRIAL_SPEC_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static NasJobSpec.MultiTrialAlgorithmSpec getDefaultInstance()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilder()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

newBuilder(NasJobSpec.MultiTrialAlgorithmSpec prototype)

public static NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilder(NasJobSpec.MultiTrialAlgorithmSpec prototype)

Parameter
Name	Description
prototype	NasJobSpec.MultiTrialAlgorithmSpec

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

parseDelimitedFrom(InputStream input)

public static NasJobSpec.MultiTrialAlgorithmSpec parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<NasJobSpec.MultiTrialAlgorithmSpec> parser()

Returns
Type	Description
Parser<MultiTrialAlgorithmSpec>

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 NasJobSpec.MultiTrialAlgorithmSpec getDefaultInstanceForType()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

getMetric()

public NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec getMetric()

Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec metric = 2;

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec	The metric.

getMetricOrBuilder()

public NasJobSpec.MultiTrialAlgorithmSpec.MetricSpecOrBuilder getMetricOrBuilder()

Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec metric = 2;

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.MetricSpecOrBuilder

getMultiTrialAlgorithm()

public NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm getMultiTrialAlgorithm()

The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm multi_trial_algorithm = 1;

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm	The multiTrialAlgorithm.

getMultiTrialAlgorithmValue()

public int getMultiTrialAlgorithmValue()

The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm multi_trial_algorithm = 1;

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

getParserForType()

public Parser<NasJobSpec.MultiTrialAlgorithmSpec> getParserForType()

Returns
Type	Description
Parser<MultiTrialAlgorithmSpec>

Overrides

GeneratedMessageV3.getParserForType()

getSearchTrialSpec()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec getSearchTrialSpec()

Required. Spec for search trials.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec search_trial_spec = 3 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	The searchTrialSpec.

getSearchTrialSpecOrBuilder()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder getSearchTrialSpecOrBuilder()

Required. Spec for search trials.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec search_trial_spec = 3 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getTrainTrialSpec()

public NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec getTrainTrialSpec()

Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec train_trial_spec = 4;

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	The trainTrialSpec.

getTrainTrialSpecOrBuilder()

public NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder getTrainTrialSpecOrBuilder()

Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec train_trial_spec = 4;

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder

getUnknownFields()

public final UnknownFieldSet getUnknownFields()

Returns
Type	Description
UnknownFieldSet

Overrides

GeneratedMessageV3.getUnknownFields()

hasMetric()

public boolean hasMetric()

Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec metric = 2;

Returns
Type	Description
boolean	Whether the metric field is set.

hasSearchTrialSpec()

public boolean hasSearchTrialSpec()

Required. Spec for search trials.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec search_trial_spec = 3 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
boolean	Whether the searchTrialSpec field is set.

hasTrainTrialSpec()

public boolean hasTrainTrialSpec()

Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec train_trial_spec = 4;

Returns
Type	Description
boolean	Whether the trainTrialSpec field is set.

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilderForType()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public NasJobSpec.MultiTrialAlgorithmSpec.Builder toBuilder()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException