diff --git a/.github/workflows/cache.yml b/.github/workflows/cache.yml
index 67839856..77e8be2a 100644
--- a/.github/workflows/cache.yml
+++ b/.github/workflows/cache.yml
@@ -27,7 +27,7 @@ jobs:
     needs: deploy-runner
     runs-on: [self-hosted, cml-gpu]
     container:
-      image: docker://mmcky/quantecon-lecture-python:cuda-12.1.0-anaconda-2023-03-py310-b
+      image: docker://mmcky/quantecon-lecture-python:cuda-12.1.0-anaconda-2023-03-py310-d
       options: --gpus all
     steps:
       - uses: actions/checkout@v3
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 7a14d5e4..0a39db7f 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -28,7 +28,7 @@ jobs:
     needs: deploy-runner
     runs-on: [self-hosted, cml-gpu]
     container:
-      image: docker://mmcky/quantecon-lecture-python:cuda-12.1.0-anaconda-2023-03-py310-b
+      image: docker://mmcky/quantecon-lecture-python:cuda-12.1.0-anaconda-2023-03-py310-d
       options: --gpus all
     steps:
       - name: Checkout