diff --git a/cd/utils/mxnet_base_image.sh b/cd/utils/mxnet_base_image.sh
index 87a70c9343cb..1701a884a77f 100755
--- a/cd/utils/mxnet_base_image.sh
+++ b/cd/utils/mxnet_base_image.sh
@@ -31,7 +31,7 @@ case ${mxnet_variant} in
     echo "nvidia/cuda:11.0-cudnn8-runtime-ubuntu18.04"
     ;;
     cu112*)
-    echo "nvidia/cuda:11.2.1-cudnn8-runtime-ubuntu18.04"
+    echo "nvidia/cuda:11.2.0-cudnn8-runtime-ubuntu18.04"
     ;;
     cpu)
     echo "ubuntu:18.04"