diff --git a/torch/autograd/anomaly_mode.py b/torch/autograd/anomaly_mode.py
index 97def2dea3d0..05f88dbbe81a 100644
--- a/torch/autograd/anomaly_mode.py
+++ b/torch/autograd/anomaly_mode.py
@@ -7,9 +7,10 @@ class detect_anomaly(object):
     r"""Context-manager that enable anomaly detection for the autograd engine.
 
     This does two things:
+
     - Running the forward pass with detection enabled will allow the backward
-    pass to print the traceback of the forward operation that created the failing
-    backward function.
+      pass to print the traceback of the forward operation that created the failing
+      backward function.
     - Any backward computation that generate "nan" value will raise an error.
 
     .. warning::