diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index f71d6a0..94b883f 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -21,9 +21,9 @@ jobs:
       fail-fast: false
       matrix:
         image:
+          - "cu12.1-py312-torch2.1.1-jupyterlab-vscode"
           - "cu11.8-py310-torch2.0.1-jupyterlab-vscode"
           - "cu11.8-py310-torch2.0.1-tensorflow2.14.0-jupyterlab-vscode"
-          - "cu12.1-py312-torch2.1.1-jupyterlab-vscode"
     steps:
       - uses: "actions/checkout@v2"