Only pass batch_size parameter for interpoint constraints

Author: AVHopp

baybe/recommenders/pure/bayesian/botorch.py

@@ -370,12 +370,18 @@ def _recommend_continuous_without_cardinality_constraints(
             raw_samples=self.n_raw_samples,
             fixed_features=fixed_parameters or None,
             equality_constraints=[
-                c.to_botorch(subspace_continuous.parameters, batch_size=batch_size)
+                c.to_botorch(
+                    subspace_continuous.parameters,
+                    batch_size=batch_size if c.is_interpoint else None,
+                )
                 for c in subspace_continuous.constraints_lin_eq
             ]
             or None,
             inequality_constraints=[
-                c.to_botorch(subspace_continuous.parameters, batch_size=batch_size)
+                c.to_botorch(
+                    subspace_continuous.parameters,
+                    batch_size=batch_size if c.is_interpoint else None,
+                )
                 for c in subspace_continuous.constraints_lin_ineq
             ]
             or None,