Class NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder (3.18.0)

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

Represent spec for search trials.

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

Inheritance

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

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
NameDescription
fieldFieldDescriptor
valueObject
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

build()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec build()
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

buildPartial()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec buildPartial()
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

clear()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clear()
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

clearField(Descriptors.FieldDescriptor field)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
NameDescription
fieldFieldDescriptor
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

clearMaxFailedTrialCount()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clearMaxFailedTrialCount()

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
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

This builder for chaining.

clearMaxParallelTrialCount()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clearMaxParallelTrialCount()

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

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

Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

This builder for chaining.

clearMaxTrialCount()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clearMaxTrialCount()

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

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

Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
NameDescription
oneofOneofDescriptor
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

clearSearchTrialJobSpec()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clearSearchTrialJobSpec()

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];

Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

clone()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clone()
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

getDefaultInstanceForType()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec getDefaultInstanceForType()
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
TypeDescription
Descriptor
Overrides

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
TypeDescription
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
TypeDescription
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
TypeDescription
int

The maxTrialCount.

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];

Returns
TypeDescription
CustomJobSpec

The searchTrialJobSpec.

getSearchTrialJobSpecBuilder()

public CustomJobSpec.Builder getSearchTrialJobSpecBuilder()

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];

Returns
TypeDescription
CustomJobSpec.Builder

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];

Returns
TypeDescription
CustomJobSpecOrBuilder

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];

Returns
TypeDescription
boolean

Whether the searchTrialJobSpec field is set.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

mergeFrom(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec other)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder mergeFrom(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec other)
Parameter
NameDescription
otherNasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides
Exceptions
TypeDescription
IOException

mergeFrom(Message other)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder mergeFrom(Message other)
Parameter
NameDescription
otherMessage
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

mergeSearchTrialJobSpec(CustomJobSpec value)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder mergeSearchTrialJobSpec(CustomJobSpec value)

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];

Parameter
NameDescription
valueCustomJobSpec
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

mergeUnknownFields(UnknownFieldSet unknownFields)

public final NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
NameDescription
unknownFieldsUnknownFieldSet
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

setField(Descriptors.FieldDescriptor field, Object value)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
NameDescription
fieldFieldDescriptor
valueObject
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

setMaxFailedTrialCount(int value)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setMaxFailedTrialCount(int value)

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;

Parameter
NameDescription
valueint

The maxFailedTrialCount to set.

Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

This builder for chaining.

setMaxParallelTrialCount(int value)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setMaxParallelTrialCount(int value)

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

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

Parameter
NameDescription
valueint

The maxParallelTrialCount to set.

Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

This builder for chaining.

setMaxTrialCount(int value)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setMaxTrialCount(int value)

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

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

Parameter
NameDescription
valueint

The maxTrialCount to set.

Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

This builder for chaining.

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

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
NameDescription
fieldFieldDescriptor
indexint
valueObject
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

setSearchTrialJobSpec(CustomJobSpec value)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setSearchTrialJobSpec(CustomJobSpec value)

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];

Parameter
NameDescription
valueCustomJobSpec
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

setSearchTrialJobSpec(CustomJobSpec.Builder builderForValue)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setSearchTrialJobSpec(CustomJobSpec.Builder builderForValue)

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];

Parameter
NameDescription
builderForValueCustomJobSpec.Builder
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

setUnknownFields(UnknownFieldSet unknownFields)

public final NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
NameDescription
unknownFieldsUnknownFieldSet
Returns
TypeDescription
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides