diff --git a/content/compose/gpu-support.md b/content/compose/gpu-support.md
index 9a6f469c24..a8adaedc7d 100644
--- a/content/compose/gpu-support.md
+++ b/content/compose/gpu-support.md
@@ -36,7 +36,7 @@ For more information on these properties, see the `deploy` section in the [Compo
 ```yaml
 services:
   test:
-    image: nvidia/cuda:10.2-base
+    image: nvidia/cuda:12.3.1-base-ubuntu20.04
     command: nvidia-smi
     deploy:
       resources:
@@ -125,4 +125,4 @@ services:
             device_ids: ['0', '3']
             capabilities: [gpu]
 
-```
\ No newline at end of file
+```