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SearchTrialSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)Represent spec for search trials.
Attributes |
|
|---|---|
| Name | Description |
search_trial_job_spec |
google.cloud.aiplatform_v1beta1.types.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. |
Methods
SearchTrialSpec
SearchTrialSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)Represent spec for search trials.