diff --git a/beginner_source/ddp_series_multigpu.rst b/beginner_source/ddp_series_multigpu.rst
index ef6549d4de..f0f67e5930 100644
--- a/beginner_source/ddp_series_multigpu.rst
+++ b/beginner_source/ddp_series_multigpu.rst
@@ -202,6 +202,7 @@ Running the distributed training job
 Here's what the code looks like:
 
 .. code-block:: python
+   
    def main(rank, world_size, total_epochs, save_every):
       ddp_setup(rank, world_size)
       dataset, model, optimizer = load_train_objs()
@@ -218,7 +219,6 @@ Here's what the code looks like:
       mp.spawn(main, args=(world_size, total_epochs, save_every,), nprocs=world_size)
 
 
-
 Further Reading
 ---------------