diff --git a/.github/workflows/test-with-pytorch.yml b/.github/workflows/test-with-pytorch.yml
index 031b79e..8e91a5e 100644
--- a/.github/workflows/test-with-pytorch.yml
+++ b/.github/workflows/test-with-pytorch.yml
@@ -31,6 +31,7 @@ jobs:
             1.9.0-cuda10.2-cudnn7-runtime,
             1.10.0-cuda11.3-cudnn8-runtime,
             1.13.1-cuda11.6-cudnn8-runtime,
+            2.1.2-cuda12.1-cudnn8-runtime,
           ]
     env:
       DOCKER_REPO: test-with-pytorch-${{matrix.pytorch-tag}}