Interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder (3.49.0)

Version 3.49.0

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public static interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getMetric()

public abstract 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 abstract 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 abstract 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 abstract 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.

getSearchTrialSpec()

public abstract 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 abstract 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

getTrainTrialSpec()

public abstract 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 abstract 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

hasMetric()

public abstract 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 abstract 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 abstract 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.