HyperParameterTuningJobStrategyConfig
import type { HyperParameterTuningJobStrategyConfig } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";
The configuration for a training job launched by a hyperparameter tuning job.
Choose Bayesian
for Bayesian optimization, and Random
for random search optimization.
For more advanced use cases, use Hyperband
, which evaluates objective metrics for training jobs after every epoch.
For more information about strategies, see How Hyperparameter Tuning Works.
interface HyperParameterTuningJobStrategyConfig {
HyperbandStrategyConfig?: HyperbandStrategyConfig | null;
}§Properties
§
HyperbandStrategyConfig?: HyperbandStrategyConfig | null
[src]The configuration for the object that specifies the Hyperband
strategy.
This parameter is only supported for the Hyperband
selection for Strategy
within the HyperParameterTuningJobConfig
API.