com.google.cloud.aiplatform.v1

Interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

NasJobSpec.MultiTrialAlgorithmSpec, NasJobSpec.MultiTrialAlgorithmSpec.Builder

Enclosing class:

NasJobSpec

public static interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec	getMetric() Metric specs for the NAS job.
NasJobSpec.MultiTrialAlgorithmSpec.MetricSpecOrBuilder	getMetricOrBuilder() Metric specs for the NAS job.
NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm	getMultiTrialAlgorithm() The multi-trial Neural Architecture Search (NAS) algorithm type.
int	getMultiTrialAlgorithmValue() The multi-trial Neural Architecture Search (NAS) algorithm type.
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec	getSearchTrialSpec() Required.
NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder	getSearchTrialSpecOrBuilder() Required.
NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec	getTrainTrialSpec() Spec for train trials.
NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpecOrBuilder	getTrainTrialSpecOrBuilder() Spec for train trials.
boolean	hasMetric() Metric specs for the NAS job.
boolean	hasSearchTrialSpec() Required.
boolean	hasTrainTrialSpec() Spec for train trials.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getMultiTrialAlgorithmValue

int getMultiTrialAlgorithmValue()

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

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm multi_trial_algorithm = 1;

Returns:

The enum numeric value on the wire for multiTrialAlgorithm.

getMultiTrialAlgorithm

NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm getMultiTrialAlgorithm()

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

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MultiTrialAlgorithm multi_trial_algorithm = 1;

Returns:

The multiTrialAlgorithm.

hasMetric

boolean hasMetric()

 Metric specs for the NAS job.
 Validation for this field is done at `multi_trial_algorithm_spec` field.
 

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec metric = 2;

Returns:

Whether the metric field is set.

getMetric

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec metric = 2;

Returns:

The metric.

getMetricOrBuilder

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec metric = 2;

hasSearchTrialSpec

boolean hasSearchTrialSpec()

 Required. Spec for search trials.
 

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec search_trial_spec = 3 [(.google.api.field_behavior) = REQUIRED];

Returns:

Whether the searchTrialSpec field is set.

getSearchTrialSpec

NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec getSearchTrialSpec()

 Required. Spec for search trials.
 

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec search_trial_spec = 3 [(.google.api.field_behavior) = REQUIRED];

Returns:

The searchTrialSpec.

getSearchTrialSpecOrBuilder

NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder getSearchTrialSpecOrBuilder()

 Required. Spec for search trials.
 

.google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec search_trial_spec = 3 [(.google.api.field_behavior) = REQUIRED];

hasTrainTrialSpec

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec train_trial_spec = 4;

Returns:

Whether the trainTrialSpec field is set.

getTrainTrialSpec

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec train_trial_spec = 4;

Returns:

The trainTrialSpec.

getTrainTrialSpecOrBuilder

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.v1.NasJobSpec.MultiTrialAlgorithmSpec.TrainTrialSpec train_trial_spec = 4;