Class NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder (3.44.0)

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
Type Description
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

build()

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

buildPartial()

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

clear()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clear()
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

clearField(Descriptors.FieldDescriptor field)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Name Description
field FieldDescriptor
Returns
Type Description
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
Type Description
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
Type Description
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
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Name Description
oneof OneofDescriptor
Returns
Type Description
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
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

clone()

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder clone()
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

getDefaultInstanceForType()

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

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
Type Description
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
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.

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
Type Description
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
Type Description
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
Type Description
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
Type Description
boolean

Whether the searchTrialJobSpec field is set.

internalGetFieldAccessorTable()

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

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

mergeFrom(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec other)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder mergeFrom(NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec other)
Parameter
Name Description
other NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides
Exceptions
Type Description
IOException

mergeFrom(Message other)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
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
Name Description
value CustomJobSpec
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

mergeUnknownFields(UnknownFieldSet unknownFields)

public final NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides

setField(Descriptors.FieldDescriptor field, Object value)

public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
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
Name Description
value int

The maxFailedTrialCount to set.

Returns
Type Description
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
Name Description
value int

The maxParallelTrialCount to set.

Returns
Type Description
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
Name Description
value int

The maxTrialCount to set.

Returns
Type Description
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
Name Description
field FieldDescriptor
index int
value Object
Returns
Type Description
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
Name Description
value CustomJobSpec
Returns
Type Description
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
Name Description
builderForValue CustomJobSpec.Builder
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

setUnknownFields(UnknownFieldSet unknownFields)

public final NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder
Overrides