diff --git a/.ci/docker/build.sh b/.ci/docker/build.sh
index 42fb88997d..f40c45fea3 100755
--- a/.ci/docker/build.sh
+++ b/.ci/docker/build.sh
@@ -11,7 +11,7 @@ IMAGE_NAME="$1"
 shift
 
 export UBUNTU_VERSION="22.04"
-export CUDA_VERSION="12.4.1"
+export CUDA_VERSION="12.6.3"
 
 export BASE_IMAGE="nvidia/cuda:${CUDA_VERSION}-devel-ubuntu${UBUNTU_VERSION}"
 echo "Building ${IMAGE_NAME} Docker image"