diff --git a/beginner_source/Intro_to_TorchScript_tutorial.py b/beginner_source/Intro_to_TorchScript_tutorial.py
index 063abd442d1..d369c4fbf80 100644
--- a/beginner_source/Intro_to_TorchScript_tutorial.py
+++ b/beginner_source/Intro_to_TorchScript_tutorial.py
@@ -158,7 +158,7 @@ def forward(self, x, h):
 # have to explicitly define derivatives for all constructs in the
 # language.
 #
-# .. figure:: https://github.com/pytorch/pytorch/raw/master/docs/source/_static/img/dynamic_graph.gif
+# .. figure:: https://github.com/pytorch/pytorch/raw/main/docs/source/_static/img/dynamic_graph.gif
 #    :alt: How autograd works
 #
 #    How autograd works