diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index f6ee425c262ae3e84bf2e07e79cf804a466a73e4..ed734dd45f39bcbc033fb7a4f37a510c88f6594a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -11,3 +11,17 @@ full:
   artifacts:
     paths:
       - 'src/pyronn_torch/pyronn_layers_cpp.so'
+
+deploy:
+  stage: test
+  image: i10git.cs.fau.de:5005/pycodegen/pycodegen/full
+  script:
+    - git submodule update --init --recursive
+    - python setup.py bdist
+    - python setup.py sdist
+  tags:
+    - docker
+    - cuda
+  artifacts:
+    paths:
+      - 'dist'