Interface NasJobSpec.MultiTrialAlgorithmSpecOrBuilder (3.42.0)

Version 3.42.0

• 3.52.0 (latest)
• 3.50.0
• 3.49.0
• 3.48.0
• 3.47.0
• 3.46.0
• 3.45.0
• 3.44.0
• 3.43.0
• 3.42.0
• 3.41.0
• 3.40.0
• 3.38.0
• 3.37.0
• 3.36.0
• 3.35.0
• 3.34.0
• 3.33.0
• 3.32.0
• 3.31.0
• 3.30.0
• 3.29.0
• 3.28.0
• 3.25.0
• 3.24.0
• 3.23.0
• 3.22.0
• 3.21.0
• 3.20.0
• 3.19.0
• 3.18.0
• 3.17.0
• 3.16.0
• 3.15.0
• 3.14.0
• 3.13.0
• 3.12.0
• 3.11.0
• 3.10.0
• 3.9.0
• 3.8.0
• 3.7.0
• 3.6.0
• 3.5.0
• 3.4.2
• 3.3.0
• 3.2.0
• 3.0.0
• 2.9.8
• 2.8.9
• 2.7.4
• 2.5.3
• 2.4.0

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.