diff --git a/modulus/sym/hydra/utils.py b/modulus/sym/hydra/utils.py
index 927c7ed8..6937815d 100644
--- a/modulus/sym/hydra/utils.py
+++ b/modulus/sym/hydra/utils.py
@@ -170,6 +170,7 @@ def compose(
     register_scheduler_configs()
     register_training_configs()
     register_modulus_configs()
+    register_amp_configs()
     register_graph_configs()
 
     cfg = hydra.compose(