GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec

import type { GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

The spec of multi-trial Neural Architecture Search (NAS).

interface GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec {

metric?: GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMetricSpec;

multiTrialAlgorithm?: "MULTI_TRIAL_ALGORITHM_UNSPECIFIED" | "REINFORCEMENT_LEARNING" | "GRID_SEARCH";

searchTrialSpec?: GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec;

trainTrialSpec?: GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec;

}

§Properties

metric?: GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMetricSpec

[src]

Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

multiTrialAlgorithm?: "MULTI_TRIAL_ALGORITHM_UNSPECIFIED" | "REINFORCEMENT_LEARNING" | "GRID_SEARCH"

[src]

The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

searchTrialSpec?: GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec

[src]

Required. Spec for search trials.

trainTrialSpec?: GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec

[src]

Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.