diff --git a/dysweep/__init__.py b/dysweep/__init__.py
index be47bad..54a7e7e 100644
--- a/dysweep/__init__.py
+++ b/dysweep/__init__.py
@@ -1,4 +1,4 @@
 from .parallel import dysweep_run_resume, ResumableSweepConfig
 from .wandbX import hierarchical_config
 
-__version__ = "0.0.2"
+__version__ = "0.0.3"
diff --git a/dysweep/parallel.py b/dysweep/parallel.py
index dc44661..fb1a138 100644
--- a/dysweep/parallel.py
+++ b/dysweep/parallel.py
@@ -1,7 +1,7 @@
 from dataclasses import dataclass
 import typing as th
 from pathlib import Path
-from .wandbX import sweep, agent
+from .wandbX import sweep, agent, hierarchical_config
 import functools
 from random_word import RandomWords
 import json
@@ -129,7 +129,7 @@ def modified_function():
                             name=run_name,
                         )
                         experiment_id = logger.experiment.id
-                        sweep_config = logger.experiment.config
+                        sweep_config = hierarchical_config(logger.experiment.config)
                     else:
                         import wandb
                         wandb.init(
@@ -138,12 +138,12 @@ def modified_function():
                             name=run_name,
                         )
                         experiment_id = wandb.run.id
-                        sweep_config = wandb.config
+                        sweep_config = hierarchical_config(wandb.config)
 
                     new_dir_name = f"{len(all_subdirs)+1}{SPLIT}{experiment_id}"
 
                     os.makedirs(checkpoint_dir / new_dir_name)
-
+                    
                     # dump a json in checkpoint_dir/run_id containing the sweep config
                     with open(checkpoint_dir / new_dir_name / "sweep_config.json", "w") as f:
                         json.dump(sweep_config, f)
@@ -173,5 +173,10 @@ def modified_function():
             agent(conf.sweep_id, function=modified_function,
                   entity=conf.entity, project=conf.project, count=conf.count)
     else:
-        sweep(conf.base_config, conf.sweep_configuration,
-              entity=conf.entity, project=conf.project)
+        try:
+            sweep(conf.base_config, conf.sweep_configuration,
+                entity=conf.entity, project=conf.project)
+        except Exception as e:
+            print("Exception at creation of sweep:")
+            print(traceback.format_exc())
+            raise e
\ No newline at end of file
diff --git a/dysweep/wandbX.py b/dysweep/wandbX.py
index 3d8782c..8f06ef8 100644
--- a/dysweep/wandbX.py
+++ b/dysweep/wandbX.py
@@ -97,10 +97,8 @@ def agent(sweep_id, function=None, entity=None, project=None, count=None):
     compression = sweep_run.config['compression']
 
     try:
-        wandb.sdk.wandb_run.Run.config = property(
-            _run_decorator._attach(
-                lambda self: hierarchical_config(self._config)
-            )
+        wandb.sdk.wandb_run.Run.hierarchical_config = property(
+            lambda self: hierarchical_config(self.config)
         )
     except Exception as e:
         warnings.warn(
diff --git a/testing/main_sweep_user.py b/testing/main_sweep_user.py
index 6150d7a..566c735 100644
--- a/testing/main_sweep_user.py
+++ b/testing/main_sweep_user.py
@@ -9,7 +9,7 @@
 def f():
     try:
         wandb.init(project="hierarchical_sweep")
-        conf = wandb.config
+        conf = wandb.run.hierarchical_config
         pprint(conf)
     except Exception as e:
         print(traceback.format_exc())