com.google.cloud.aiplatform.v1

Interface NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder

All Superinterfaces:

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

All Known Implementing Classes:

NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec, NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec.Builder

Enclosing class:

NasJobSpec.MultiTrialAlgorithmSpec

public static interface NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpecOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
int	getMaxFailedTrialCount() The number of failed trials that need to be seen before failing the NasJob.
int	getMaxParallelTrialCount() Required.
int	getMaxTrialCount() Required.
CustomJobSpec	getSearchTrialJobSpec() Required.
CustomJobSpecOrBuilder	getSearchTrialJobSpecOrBuilder() Required.
boolean	hasSearchTrialJobSpec() Required.

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

hasSearchTrialJobSpec

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:

Whether the searchTrialJobSpec field is set.

getSearchTrialJobSpec

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:

The searchTrialJobSpec.

getSearchTrialJobSpecOrBuilder

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];

getMaxTrialCount

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:

The maxTrialCount.

getMaxParallelTrialCount

int getMaxParallelTrialCount()

 Required. The maximum number of trials to run in parallel.
 

int32 max_parallel_trial_count = 3 [(.google.api.field_behavior) = REQUIRED];

Returns:

The maxParallelTrialCount.

getMaxFailedTrialCount

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:

The maxFailedTrialCount.