com.google.cloud.aiplatform.v1

Class NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

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

All Implemented Interfaces:

NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder, 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.TrainTrialSpec
extends com.google.protobuf.GeneratedMessageV3
implements NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder

 Represent spec for train trials.
 

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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder Represent spec for train 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 and Description
static int	FREQUENCY_FIELD_NUMBER
static int	MAX_PARALLEL_TRIAL_COUNT_FIELD_NUMBER
static int	TRAIN_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 and Description
boolean	equals(Object obj)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	getDefaultInstance()
NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
int	getFrequency() Required.
int	getMaxParallelTrialCount() Required.
com.google.protobuf.Parser<NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec>	getParserForType()
int	getSerializedSize()
CustomJobSpec	getTrainTrialJobSpec() Required.
CustomJobSpecOrBuilder	getTrainTrialJobSpecOrBuilder() Required.
int	hashCode()
boolean	hasTrainTrialJobSpec() Required.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder	newBuilder()
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder	newBuilder(NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec prototype)
NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder	newBuilderForType()
protected NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseDelimitedFrom(InputStream input)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(byte[] data)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(ByteBuffer data)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(com.google.protobuf.ByteString data)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(InputStream input)
static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec>	parser()
NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

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

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

TRAIN_TRIAL_JOB_SPEC_FIELD_NUMBER

public static final int TRAIN_TRIAL_JOB_SPEC_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

FREQUENCY_FIELD_NUMBER

public static final int FREQUENCY_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

hasTrainTrialJobSpec

public boolean hasTrainTrialJobSpec()

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

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

Specified by:

hasTrainTrialJobSpec in interface NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder

Returns:

Whether the trainTrialJobSpec field is set.

getTrainTrialJobSpec

public CustomJobSpec getTrainTrialJobSpec()

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

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

Specified by:

getTrainTrialJobSpec in interface NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder

Returns:

The trainTrialJobSpec.

getTrainTrialJobSpecOrBuilder

public CustomJobSpecOrBuilder getTrainTrialJobSpecOrBuilder()

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

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

Specified by:

getTrainTrialJobSpecOrBuilder in interface NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder

getMaxParallelTrialCount

public int getMaxParallelTrialCount()

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

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

Specified by:

getMaxParallelTrialCount in interface NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder

Returns:

The maxParallelTrialCount.

getFrequency

public int getFrequency()

 Required. Frequency of search trials to start train stage. Top N
 [TrainTrialSpec.max_parallel_trial_count]
 search trials will be trained for every M
 [TrainTrialSpec.frequency] trials searched.
 

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

Specified by:

getFrequency in interface NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder

Returns:

The frequency.

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

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

newBuilder

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

toBuilder

public NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder