Class NasJobSpec.MultiTrialAlgorithmSpec.Builder (3.54.0)

Version latest

• 3.54.0 (latest)
• 3.53.0
• 3.52.0
• 3.50.0
• 3.49.0
• 3.48.0
• 3.47.0
• 3.46.0
• 3.45.0
• 3.44.0
• 3.43.0
• 3.42.0
• 3.41.0
• 3.40.0
• 3.38.0
• 3.37.0
• 3.36.0
• 3.35.0
• 3.34.0
• 3.33.0
• 3.32.0
• 3.31.0
• 3.30.0
• 3.29.0
• 3.28.0
• 3.25.0
• 3.24.0
• 3.23.0
• 3.22.0
• 3.21.0
• 3.20.0
• 3.19.0
• 3.18.0
• 3.17.0
• 3.16.0
• 3.15.0
• 3.14.0
• 3.13.0
• 3.12.0
• 3.11.0
• 3.10.0
• 3.9.0
• 3.8.0
• 3.7.0
• 3.6.0
• 3.5.0
• 3.4.2
• 3.3.0
• 3.2.0
• 3.0.0
• 2.9.8
• 2.8.9
• 2.7.4
• 2.5.3
• 2.4.0

public static final class NasJobSpec.MultiTrialAlgorithmSpec.Builder extends GeneratedMessageV3.Builder<NasJobSpec.MultiTrialAlgorithmSpec.Builder> implements NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

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

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

Inheritance

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

Implements

NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

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

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

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

public NasJobSpec.MultiTrialAlgorithmSpec build()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

buildPartial()

public NasJobSpec.MultiTrialAlgorithmSpec buildPartial()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

clear()

public NasJobSpec.MultiTrialAlgorithmSpec.Builder clear()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearField(Descriptors.FieldDescriptor field)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
field	FieldDescriptor

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearMetric()

public NasJobSpec.MultiTrialAlgorithmSpec.Builder clearMetric()

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.Builder

clearMultiTrialAlgorithm()

public NasJobSpec.MultiTrialAlgorithmSpec.Builder clearMultiTrialAlgorithm()

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.Builder	This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
oneof	OneofDescriptor

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

clearSearchTrialSpec()

public NasJobSpec.MultiTrialAlgorithmSpec.Builder clearSearchTrialSpec()

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.Builder

clearTrainTrialSpec()

public NasJobSpec.MultiTrialAlgorithmSpec.Builder clearTrainTrialSpec()

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.Builder

clone()

public NasJobSpec.MultiTrialAlgorithmSpec.Builder clone()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getDefaultInstanceForType()

public NasJobSpec.MultiTrialAlgorithmSpec getDefaultInstanceForType()

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

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.

getMetricBuilder()

public NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec.Builder getMetricBuilder()

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.Builder

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.

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.

getSearchTrialSpecBuilder()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder getSearchTrialSpecBuilder()

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.Builder

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

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.

getTrainTrialSpecBuilder()

public NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder getTrainTrialSpecBuilder()

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.Builder

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

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.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeFrom(NasJobSpec.MultiTrialAlgorithmSpec other)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder mergeFrom(NasJobSpec.MultiTrialAlgorithmSpec other)

Parameter
Name	Description
other	NasJobSpec.MultiTrialAlgorithmSpec

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions
Type	Description
IOException

mergeFrom(Message other)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder mergeFrom(Message other)

Parameter
Name	Description
other	Message

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

mergeMetric(NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder mergeMetric(NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec value)

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;

Parameter
Name	Description
value	NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

mergeSearchTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder mergeSearchTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec value)

Required. Spec for search trials.

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

Parameter
Name	Description
value	NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

mergeTrainTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder mergeTrainTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec value)

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;

Parameter
Name	Description
value	NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

mergeUnknownFields(UnknownFieldSet unknownFields)

public final NasJobSpec.MultiTrialAlgorithmSpec.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

setField(Descriptors.FieldDescriptor field, Object value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setMetric(NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setMetric(NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec value)

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;

Parameter
Name	Description
value	NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

setMetric(NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec.Builder builderForValue)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setMetric(NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec.Builder builderForValue)

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;

Parameter
Name	Description
builderForValue	NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec.Builder

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

setMultiTrialAlgorithm(NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setMultiTrialAlgorithm(NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm value)

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

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

Parameter
Name	Description
value	NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm The multiTrialAlgorithm to set.

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder	This builder for chaining.

setMultiTrialAlgorithmValue(int value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setMultiTrialAlgorithmValue(int value)

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

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

Parameter
Name	Description
value	int The enum numeric value on the wire for multiTrialAlgorithm to set.

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder	This builder for chaining.

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters
Name	Description
field	FieldDescriptor
index	int
value	Object

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setSearchTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setSearchTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec value)

Required. Spec for search trials.

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

Parameter
Name	Description
value	NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

setSearchTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder builderForValue)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setSearchTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder builderForValue)

Required. Spec for search trials.

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

Parameter
Name	Description
builderForValue	NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

setTrainTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec value)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setTrainTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec value)

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;

Parameter
Name	Description
value	NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

setTrainTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder builderForValue)

public NasJobSpec.MultiTrialAlgorithmSpec.Builder setTrainTrialSpec(NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder builderForValue)

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;

Parameter
Name	Description
builderForValue	NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec.Builder

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

setUnknownFields(UnknownFieldSet unknownFields)

public final NasJobSpec.MultiTrialAlgorithmSpec.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
NasJobSpec.MultiTrialAlgorithmSpec.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)