Turn on constant liar by default

kubeflow · Aug 16, 2021 · 1d81885 · 1d81885
1 parent b2085a6
commit 1d81885
Showing 1 changed file with 1 addition and 0 deletions.
diff --git a/pkg/suggestion/v1beta1/optuna/service.py b/pkg/suggestion/v1beta1/optuna/service.py
@@ -79,6 +79,7 @@ def _create_sampler(self, algorithm_spec):
                     raise ValueError("Unknown name for {}: {}".format(name, k))
 
             kwargs["multivariate"] = name == "multivariate-tpe"
+            kwargs["constant_liar"] = True
 
             sampler = optuna.samplers.TPESampler(**kwargs)