error with scVI search compliance with pytorchlightining

Author: saroudant

sobolev_alignment/scvi_model_search.py

@@ -181,6 +181,7 @@ def _objective_function(params):
             results_dict = {"status": STATUS_FAIL, "loss": np.iinfo(np.uint64).max}
             results_dict.update(params)
         except MisconfigurationException:
+            # Observed here with incompatibility with ReduceLROnPlateau
             results_dict = {"status": STATUS_FAIL, "loss": np.iinfo(np.uint64).max}
             results_dict.update(params)