diff --git a/src/schnetpack_gschnet/configs/experiment/gschnet_qm9.yaml b/src/schnetpack_gschnet/configs/experiment/gschnet_qm9.yaml
index c6640c6..78a29b6 100644
--- a/src/schnetpack_gschnet/configs/experiment/gschnet_qm9.yaml
+++ b/src/schnetpack_gschnet/configs/experiment/gschnet_qm9.yaml
@@ -41,8 +41,6 @@ callbacks:
     patience: 25
   progress_bar:
     refresh_rate: 100
-  model_summary:
-    max_depth: -1
 
 data:
   batch_size: 5
diff --git a/src/schnetpack_gschnet/configs/experiment/gschnet_qm9_comp_relenergy.yaml b/src/schnetpack_gschnet/configs/experiment/gschnet_qm9_comp_relenergy.yaml
index 6ee0a2d..f3716ad 100644
--- a/src/schnetpack_gschnet/configs/experiment/gschnet_qm9_comp_relenergy.yaml
+++ b/src/schnetpack_gschnet/configs/experiment/gschnet_qm9_comp_relenergy.yaml
@@ -41,8 +41,6 @@ callbacks:
     patience: 25
   progress_bar:
     refresh_rate: 100
-  model_summary:
-    max_depth: -1
 
 data:
   batch_size: 5
diff --git a/src/schnetpack_gschnet/configs/experiment/gschnet_qm9_gap_relenergy.yaml b/src/schnetpack_gschnet/configs/experiment/gschnet_qm9_gap_relenergy.yaml
index c059311..e8d6591 100644
--- a/src/schnetpack_gschnet/configs/experiment/gschnet_qm9_gap_relenergy.yaml
+++ b/src/schnetpack_gschnet/configs/experiment/gschnet_qm9_gap_relenergy.yaml
@@ -41,8 +41,6 @@ callbacks:
     patience: 25
   progress_bar:
     refresh_rate: 100
-  model_summary:
-    max_depth: -1
 
 data:
   batch_size: 5