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public static final class NasJobSpec.MultiTrialAlgorithmSpec extends GeneratedMessageV3 implements NasJobSpec.MultiTrialAlgorithmSpecOrBuilder
The spec of multi-trial Neural Architecture Search (NAS).
Protobuf type google.cloud.aiplatform.v1beta1.NasJobSpec.MultiTrialAlgorithmSpec
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > NasJobSpec.MultiTrialAlgorithmSpecImplements
NasJobSpec.MultiTrialAlgorithmSpecOrBuilderStatic Fields
METRIC_FIELD_NUMBER
public static final int METRIC_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
MULTI_TRIAL_ALGORITHM_FIELD_NUMBER
public static final int MULTI_TRIAL_ALGORITHM_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
SEARCH_TRIAL_SPEC_FIELD_NUMBER
public static final int SEARCH_TRIAL_SPEC_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
TRAIN_TRIAL_SPEC_FIELD_NUMBER
public static final int TRAIN_TRIAL_SPEC_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static NasJobSpec.MultiTrialAlgorithmSpec getDefaultInstance()
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilder()
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec.Builder |
newBuilder(NasJobSpec.MultiTrialAlgorithmSpec prototype)
public static NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilder(NasJobSpec.MultiTrialAlgorithmSpec prototype)
Parameter | |
---|---|
Name | Description |
prototype | NasJobSpec.MultiTrialAlgorithmSpec |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec.Builder |
parseDelimitedFrom(InputStream input)
public static NasJobSpec.MultiTrialAlgorithmSpec parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static NasJobSpec.MultiTrialAlgorithmSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data | byte[] |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data | ByteString |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input | CodedInputStream |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data | ByteBuffer |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static NasJobSpec.MultiTrialAlgorithmSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<NasJobSpec.MultiTrialAlgorithmSpec> parser()
Returns | |
---|---|
Type | Description |
Parser<MultiTrialAlgorithmSpec> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj | Object |
Returns | |
---|---|
Type | Description |
boolean |
getDefaultInstanceForType()
public NasJobSpec.MultiTrialAlgorithmSpec getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec |
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. |
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. |
getParserForType()
public Parser<NasJobSpec.MultiTrialAlgorithmSpec> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<MultiTrialAlgorithmSpec> |
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. |
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 |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
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. |
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 |
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
Returns | |
---|---|
Type | Description |
UnknownFieldSet |
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. |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected NasJobSpec.MultiTrialAlgorithmSpec.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent | BuilderParent |
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public NasJobSpec.MultiTrialAlgorithmSpec.Builder toBuilder()
Returns | |
---|---|
Type | Description |
NasJobSpec.MultiTrialAlgorithmSpec.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |