diff --git a/doc/DOCKERUSE.md b/doc/DOCKERUSE.md
index f36a73715aa885473aa66f944fb7df3920ec8c95..0a89bb3a9db0a012f3ff3215092933c90e4b7758 100644
--- a/doc/DOCKERUSE.md
+++ b/doc/DOCKERUSE.md
@@ -47,7 +47,11 @@ Beware of ownership issues! see the last section of this doc.
 
 In Linux, this is quite straightforward. 
 Just follow the steps described in the [nvidia-docker documentation](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html).
-You can then use the OTBTF `gpu` tagged docker images.
+You can then use the OTBTF `gpu` tagged docker images with the **NVIDIA runtime**:
+
+```bash
+docker run --runtime=nvidia -ti mdl4eo/otbtf2.4:gpu bash
+```
 
 You can find some details on the **GPU docker image** and some **docker tips and tricks** on [this blog](https://mdl4eo.irstea.fr/2019/10/15/otbtf-docker-image-with-gpu/). 
 Be careful though, these infos might be a bit outdated...