diff --git a/api/Containerfile.cuda.ubuntu b/api/Containerfile.cuda.ubuntu
index 26c10cd95..50706f76e 100644
--- a/api/Containerfile.cuda.ubuntu
+++ b/api/Containerfile.cuda.ubuntu
@@ -1,4 +1,4 @@
-FROM docker.io/nvidia/cuda:11.7.1-runtime-ubuntu20.04
+FROM docker.io/nvidia/cuda:12.3.2-runtime-ubuntu20.04
 
 WORKDIR /onnx-web/api