[docker] Upgrade to cuda 12.9

Author: xyang16

serving/docker/cuda-compat

@@ -9,9 +9,9 @@
 # or in the "LICENSE.txt" file accompanying this file. This file is distributed on an "AS IS"
 # BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, express or implied. See the License for
 # the specific language governing permissions and limitations under the License.
-ARG version=12.8.1-devel-ubuntu24.04
+ARG version=12.9.1-devel-ubuntu24.04
 FROM nvidia/cuda:$version
-ARG cuda_version=cu128
+ARG cuda_version=cu129
 ARG djl_version
 ARG djl_serving_version
 ARG python_version=3.12
@@ -61,7 +61,6 @@ ENV PATH="/opt/djl/bin:${PATH}"
 ENTRYPOINT ["/usr/local/bin/dockerd-entrypoint.sh"]
 CMD ["serve"]
 
-COPY cuda-compat /etc/apt/preferences.d/cuda-compat
 COPY scripts scripts/
 RUN chmod -R +x scripts
 RUN mkdir -p /opt/djl/conf \
@@ -74,7 +73,7 @@ COPY config.properties /opt/djl/conf/config.properties
 COPY partition /opt/djl/partition
 COPY scripts/telemetry.sh /opt/djl/bin
 
-RUN apt-get update && apt-get install -yq libaio-dev libopenmpi-dev g++ unzip cuda-compat-12-8 \
+RUN apt-get update && apt-get install -yq libaio-dev libopenmpi-dev g++ unzip cuda-compat-12-9 \
     && scripts/install_openssh.sh \
     && scripts/install_python.sh ${python_version} \
     && scripts/install_s5cmd.sh x64 \