Package com.google.cloud.aiplatform.v1

Class NasJobSpec.MultiTrialAlgorithmSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec

All Implemented Interfaces:

NasJobSpec.MultiTrialAlgorithmSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

NasJobSpec

public static final class NasJobSpec.MultiTrialAlgorithmSpec
extends com.google.protobuf.GeneratedMessageV3
implements NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

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

Protobuf type google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	NasJobSpec.MultiTrialAlgorithmSpec.Builder	The spec of multi-trial Neural Architecture Search (NAS).
static class	NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec	Represents a metric to optimize.
static interface	NasJobSpec.MultiTrialAlgorithmSpec.MetricSpecOrBuilder
static class	NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm	The available types of multi-trial algorithms.
static class	NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	Represent spec for search trials.
static interface	NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder
static class	NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	Represent spec for train trials.
static interface	NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder

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	Description
static int	METRIC_FIELD_NUMBER
static int	MULTI_TRIAL_ALGORITHM_FIELD_NUMBER
static int	SEARCH_TRIAL_SPEC_FIELD_NUMBER
static int	TRAIN_TRIAL_SPEC_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	Description
boolean	equals(Object obj)
static NasJobSpec.MultiTrialAlgorithmSpec	getDefaultInstance()
NasJobSpec.MultiTrialAlgorithmSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec	getMetric()	Metric specs for the NAS job.
NasJobSpec.MultiTrialAlgorithmSpec.MetricSpecOrBuilder	getMetricOrBuilder()	Metric specs for the NAS job.
NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm	getMultiTrialAlgorithm()	The multi-trial Neural Architecture Search (NAS) algorithm type.
int	getMultiTrialAlgorithmValue()	The multi-trial Neural Architecture Search (NAS) algorithm type.
com.google.protobuf.Parser<NasJobSpec.MultiTrialAlgorithmSpec>	getParserForType()
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	getSearchTrialSpec()	Required.
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder	getSearchTrialSpecOrBuilder()	Required.
int	getSerializedSize()
NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	getTrainTrialSpec()	Spec for train trials.
NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder	getTrainTrialSpecOrBuilder()	Spec for train trials.
int	hashCode()
boolean	hasMetric()	Metric specs for the NAS job.
boolean	hasSearchTrialSpec()	Required.
boolean	hasTrainTrialSpec()	Spec for train trials.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static NasJobSpec.MultiTrialAlgorithmSpec.Builder	newBuilder()
static NasJobSpec.MultiTrialAlgorithmSpec.Builder	newBuilder(NasJobSpec.MultiTrialAlgorithmSpec prototype)
NasJobSpec.MultiTrialAlgorithmSpec.Builder	newBuilderForType()
protected NasJobSpec.MultiTrialAlgorithmSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static NasJobSpec.MultiTrialAlgorithmSpec	parseDelimitedFrom(InputStream input)
static NasJobSpec.MultiTrialAlgorithmSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(byte[] data)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(com.google.protobuf.ByteString data)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(InputStream input)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(ByteBuffer data)
static NasJobSpec.MultiTrialAlgorithmSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<NasJobSpec.MultiTrialAlgorithmSpec>	parser()
NasJobSpec.MultiTrialAlgorithmSpec.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, 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.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Field Detail

MULTI_TRIAL_ALGORITHM_FIELD_NUMBER

public static final int MULTI_TRIAL_ALGORITHM_FIELD_NUMBER

See Also:

Constant Field Values

METRIC_FIELD_NUMBER

public static final int METRIC_FIELD_NUMBER

See Also:

Constant Field Values

SEARCH_TRIAL_SPEC_FIELD_NUMBER

public static final int SEARCH_TRIAL_SPEC_FIELD_NUMBER

See Also:

Constant Field Values

TRAIN_TRIAL_SPEC_FIELD_NUMBER

public static final int TRAIN_TRIAL_SPEC_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

getMultiTrialAlgorithmValue

public int getMultiTrialAlgorithmValue()

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

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm multi_trial_algorithm = 1;

Specified by:

getMultiTrialAlgorithmValue in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Returns:

The enum numeric value on the wire for multiTrialAlgorithm.

getMultiTrialAlgorithm

public NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm getMultiTrialAlgorithm()

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

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm multi_trial_algorithm = 1;

Specified by:

getMultiTrialAlgorithm in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Returns:

The multiTrialAlgorithm.

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec metric = 2;

Specified by:

hasMetric in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Returns:

Whether the metric field is set.

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec metric = 2;

Specified by:

getMetric in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Returns:

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec metric = 2;

Specified by:

getMetricOrBuilder in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

hasSearchTrialSpec

public boolean hasSearchTrialSpec()

 Required. Spec for search trials.
 

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec search_trial_spec = 3 [(.google.api.field_behavior) = REQUIRED];

Specified by:

hasSearchTrialSpec in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Returns:

Whether the searchTrialSpec field is set.

getSearchTrialSpec

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec getSearchTrialSpec()

 Required. Spec for search trials.
 

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec search_trial_spec = 3 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getSearchTrialSpec in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Returns:

The searchTrialSpec.

getSearchTrialSpecOrBuilder

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder getSearchTrialSpecOrBuilder()

 Required. Spec for search trials.
 

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec search_trial_spec = 3 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getSearchTrialSpecOrBuilder in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec train_trial_spec = 4;

Specified by:

hasTrainTrialSpec in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Returns:

Whether the trainTrialSpec field is set.

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec train_trial_spec = 4;

Specified by:

getTrainTrialSpec in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Returns:

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec train_trial_spec = 4;

Specified by:

getTrainTrialSpecOrBuilder in interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

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 NasJobSpec.MultiTrialAlgorithmSpec parseFrom(ByteBuffer data)
                                                    throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(InputStream input)
                                                    throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static NasJobSpec.MultiTrialAlgorithmSpec parseDelimitedFrom(InputStream input)
                                                             throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilder()

newBuilder

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

toBuilder

public NasJobSpec.MultiTrialAlgorithmSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static NasJobSpec.MultiTrialAlgorithmSpec getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<NasJobSpec.MultiTrialAlgorithmSpec> 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 NasJobSpec.MultiTrialAlgorithmSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder