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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.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.BuilderStatic 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 |
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 |
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 |
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 |
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.v1.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 |
getDefaultInstanceForType()
public NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()
Returns | |
---|---|
Type | Description |
Descriptor |
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.v1.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.v1.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.v1.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.v1.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 |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
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 |
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 |
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.v1.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 |
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 |
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 |
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.v1.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.v1.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 |