StephenSRMMartin t1_ir49a19 wrote on October 5, 2022 at 5:53 AM Reply to [D] How do you go about hyperparameter tuning when network takes a long time to train? by twocupv60 Noone seems to be mentioning Bayesian optimization - but I'll suggest Bayesian optimization. Yes, you need to probably use a subsample, or a reduced model. But Bayesian optimization is a principled approach to exactly this problem. Permalink 1
StephenSRMMartin t1_ir49a19 wrote
Reply to [D] How do you go about hyperparameter tuning when network takes a long time to train? by twocupv60
Noone seems to be mentioning Bayesian optimization - but I'll suggest Bayesian optimization.
Yes, you need to probably use a subsample, or a reduced model. But Bayesian optimization is a principled approach to exactly this problem.