Class NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec (3.49.0)

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

Represent spec for search trials.

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

Inheritance

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

Static Fields

MAX_FAILED_TRIAL_COUNT_FIELD_NUMBER

public static final int MAX_FAILED_TRIAL_COUNT_FIELD_NUMBER
Field Value
Type Description
int

MAX_PARALLEL_TRIAL_COUNT_FIELD_NUMBER

public static final int MAX_PARALLEL_TRIAL_COUNT_FIELD_NUMBER
Field Value
Type Description
int

MAX_TRIAL_COUNT_FIELD_NUMBER

public static final int MAX_TRIAL_COUNT_FIELD_NUMBER
Field Value
Type Description
int

SEARCH_TRIAL_JOB_SPEC_FIELD_NUMBER

public static final int SEARCH_TRIAL_JOB_SPEC_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec getDefaultInstance()
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

newBuilder()

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder newBuilder()
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

newBuilder(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec prototype)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder newBuilder(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec prototype)
Parameter
Name Description
prototype NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

parseDelimitedFrom(InputStream input)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
IOException

parseFrom(byte[] data)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(byte[] data)
Parameter
Name Description
data byte[]
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data byte[]
extensionRegistry ExtensionRegistryLite
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteString
extensionRegistry ExtensionRegistryLite
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
IOException

parseFrom(InputStream input)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
IOException

parseFrom(ByteBuffer data)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteBuffer
extensionRegistry ExtensionRegistryLite
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Exceptions
Type Description
InvalidProtocolBufferException

parser()

public static Parser<NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec> parser()
Returns
Type Description
Parser<SearchTrialSpec>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
Name Description
obj Object
Returns
Type Description
boolean
Overrides

getDefaultInstanceForType()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec getDefaultInstanceForType()
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

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;

Returns
Type Description
int

The maxFailedTrialCount.

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];

Returns
Type Description
int

The maxParallelTrialCount.

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];

Returns
Type Description
int

The maxTrialCount.

getParserForType()

public Parser<NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec> getParserForType()
Returns
Type Description
Parser<SearchTrialSpec>
Overrides

getSearchTrialJobSpec()

public CustomJobSpec getSearchTrialJobSpec()

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

.google.cloud.aiplatform.v1.CustomJobSpec search_trial_job_spec = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
Type Description
CustomJobSpec

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.v1.CustomJobSpec search_trial_job_spec = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
Type Description
CustomJobSpecOrBuilder

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

hasSearchTrialJobSpec()

public boolean hasSearchTrialJobSpec()

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

.google.cloud.aiplatform.v1.CustomJobSpec search_trial_job_spec = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
Type Description
boolean

Whether the searchTrialJobSpec field is set.

hashCode()

public int hashCode()
Returns
Type Description
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

newBuilderForType()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder newBuilderForType()
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Name Description
parent BuilderParent
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Name Description
unused UnusedPrivateParameter
Returns
Type Description
Object
Overrides

toBuilder()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder toBuilder()
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
Name Description
output CodedOutputStream
Overrides
Exceptions
Type Description
IOException