GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec

import type { GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

Represent spec for search trials.

interface GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec {

maxFailedTrialCount?: number;

maxParallelTrialCount?: number;

maxTrialCount?: number;

searchTrialJobSpec?: GoogleCloudAiplatformV1CustomJobSpec;

}

§Properties

maxFailedTrialCount?: number

[src]

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.

maxParallelTrialCount?: number

[src]

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

maxTrialCount?: number

[src]

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

searchTrialJobSpec?: GoogleCloudAiplatformV1CustomJobSpec

[src]

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