Google Cloud Ai Platform V1 Client - Class SearchTrialSpec (1.35.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class SearchTrialSpec.

Represent spec for search trials.

Generated from protobuf message google.cloud.aiplatform.v1.NasJobSpec.MultiTrialAlgorithmSpec.SearchTrialSpec

Namespace

Google \ Cloud \ AIPlatform \ V1 \ NasJobSpec \ MultiTrialAlgorithmSpec

Methods

__construct

Constructor.

Parameters
Name	Description
`data`	`array` Optional. Data for populating the Message object.
`↳ search_trial_job_spec`	`Google\Cloud\AIPlatform\V1\CustomJobSpec` Required. The spec of a search trial job. The same spec applies to all search trials.
`↳ max_trial_count`	`int` Required. The maximum number of Neural Architecture Search (NAS) trials to run.
`↳ max_parallel_trial_count`	`int` Required. The maximum number of trials to run in parallel.
`↳ max_failed_trial_count`	`int` 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.

getSearchTrialJobSpec

Required. The spec of a search trial job. The same spec applies to all search trials.

Returns
Type	Description
`Google\Cloud\AIPlatform\V1\CustomJobSpec\|null`

hasSearchTrialJobSpec

clearSearchTrialJobSpec

setSearchTrialJobSpec

Required. The spec of a search trial job. The same spec applies to all search trials.

Parameter
Name	Description
`var`	`Google\Cloud\AIPlatform\V1\CustomJobSpec`

Returns
Type	Description
`$this`

getMaxTrialCount

Required. The maximum number of Neural Architecture Search (NAS) trials to run.

Returns
Type	Description
`int`

setMaxTrialCount

Required. The maximum number of Neural Architecture Search (NAS) trials to run.

Parameter
Name	Description
`var`	`int`

Returns
Type	Description
`$this`

getMaxParallelTrialCount

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

Returns
Type	Description
`int`

setMaxParallelTrialCount