update to the latest image

Author: STEFANO BOSISIO

.github/container/Dockerfile.base

@@ -1,5 +1,5 @@
 # syntax=docker/dockerfile:1-labs
-ARG BASE_IMAGE=nvcr.io/nvidia/cuda-dl-base:24.11-cuda12.6-devel-ubuntu24.04
+ARG BASE_IMAGE=nvcr.io/nvidia/cuda-dl-base:24.12-cuda12.6-devel-ubuntu24.04
 ARG GIT_USER_NAME="JAX Toolbox"
 ARG [email protected]
 ARG CLANG_VERSION=18