diff --git a/Containerfile-gpu b/Containerfile-gpu
index 930b042c..c4a1a03a 100644
--- a/Containerfile-gpu
+++ b/Containerfile-gpu
@@ -1,5 +1,5 @@
 # Image with GPU CUDA only backend.
-FROM nvcr.io/nvidia/cuda:12.9.1-devel-ubi9
+FROM nvcr.io/nvidia/cuda:13.1.1-devel-ubi9
 
 # Install Python
 RUN dnf install -y --nodocs --setopt=keepcache=0 --setopt=tsflags=nodocs \