Package com.google.cloud.aiplatform.v1beta1

Class NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

All Implemented Interfaces:

NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

NasJobSpec.MultiTrialAlgorithmSpec

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

 Represent spec for search trials.
 

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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder	Represent spec for search trials.

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	MAX_FAILED_TRIAL_COUNT_FIELD_NUMBER
static int	MAX_PARALLEL_TRIAL_COUNT_FIELD_NUMBER
static int	MAX_TRIAL_COUNT_FIELD_NUMBER
static int	SEARCH_TRIAL_JOB_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.SearchTrialSpec	getDefaultInstance()
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
int	getMaxFailedTrialCount()	The number of failed trials that need to be seen before failing the NasJob.
int	getMaxParallelTrialCount()	Required.
int	getMaxTrialCount()	Required.
com.google.protobuf.Parser<NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec>	getParserForType()
CustomJobSpec	getSearchTrialJobSpec()	Required.
CustomJobSpecOrBuilder	getSearchTrialJobSpecOrBuilder()	Required.
int	getSerializedSize()
int	hashCode()
boolean	hasSearchTrialJobSpec()	Required.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder	newBuilder()
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder	newBuilder(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec prototype)
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder	newBuilderForType()
protected NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseDelimitedFrom(InputStream input)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(byte[] data)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(com.google.protobuf.ByteString data)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(InputStream input)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(ByteBuffer data)
static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec>	parser()
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.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

SEARCH_TRIAL_JOB_SPEC_FIELD_NUMBER

public static final int SEARCH_TRIAL_JOB_SPEC_FIELD_NUMBER

See Also:

Constant Field Values

MAX_TRIAL_COUNT_FIELD_NUMBER

public static final int MAX_TRIAL_COUNT_FIELD_NUMBER

See Also:

Constant Field Values

MAX_PARALLEL_TRIAL_COUNT_FIELD_NUMBER

public static final int MAX_PARALLEL_TRIAL_COUNT_FIELD_NUMBER

See Also:

Constant Field Values

MAX_FAILED_TRIAL_COUNT_FIELD_NUMBER

public static final int MAX_FAILED_TRIAL_COUNT_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

hasSearchTrialJobSpec

public boolean hasSearchTrialJobSpec()

 Required. The spec of a search trial job. The same spec applies to
 all search trials.
 

.google.cloud.aiplatform.v1beta1.CustomJobSpec search_trial_job_spec = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

hasSearchTrialJobSpec in interface NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder

Returns:

Whether the searchTrialJobSpec field is set.

getSearchTrialJobSpec

public CustomJobSpec getSearchTrialJobSpec()

 Required. The spec of a search trial job. The same spec applies to
 all search trials.
 

.google.cloud.aiplatform.v1beta1.CustomJobSpec search_trial_job_spec = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getSearchTrialJobSpec in interface NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder

Returns:

The searchTrialJobSpec.

getSearchTrialJobSpecOrBuilder

public CustomJobSpecOrBuilder getSearchTrialJobSpecOrBuilder()

 Required. The spec of a search trial job. The same spec applies to
 all search trials.
 

.google.cloud.aiplatform.v1beta1.CustomJobSpec search_trial_job_spec = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getSearchTrialJobSpecOrBuilder in interface NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder

getMaxTrialCount

public int getMaxTrialCount()

 Required. The maximum number of Neural Architecture Search (NAS) trials
 to run.
 

int32 max_trial_count = 2 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getMaxTrialCount in interface NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder

Returns:

The maxTrialCount.

getMaxParallelTrialCount

public int getMaxParallelTrialCount()

 Required. The maximum number of trials to run in parallel.
 

int32 max_parallel_trial_count = 3 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getMaxParallelTrialCount in interface NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder

Returns:

The maxParallelTrialCount.

getMaxFailedTrialCount

public int getMaxFailedTrialCount()

 The number of failed trials that need to be seen before failing
 the NasJob.

 If set to 0, Vertex AI decides how many trials must fail
 before the whole job fails.
 

int32 max_failed_trial_count = 4;

Specified by:

getMaxFailedTrialCount in interface NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder

Returns:

The maxFailedTrialCount.

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.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.SearchTrialSpec.Builder newBuilder()

newBuilder

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

toBuilder

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder