Class SearchTrialSpec (1.144.0)

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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.