diff --git a/docker/build_helper.sh b/docker/build_helper.sh
new file mode 100644
index 0000000..a4f83c4
--- /dev/null
+++ b/docker/build_helper.sh
@@ -0,0 +1,563 @@
+#!/bin/bash
+
+git config --global http.proxy http://192.168.106.8:1081
+git config --global https.proxy http://192.168.106.8:1081
+
+# export https_proxy=http://192.168.106.8:1081
+# export http_proxy=http://192.168.106.8:1081
+
+PROJ_DIR="$(cd $(dirname $0)/..; pwd)"
+pushd $PROJ_DIR
+
+THIRD_PARTY_DIR="${PROJ_DIR}/tritonbuild/tritonserver/build/third-party"
+ABSL_DIR="${THIRD_PARTY_DIR}/absl/lib/cmake/absl"
+
+
+function build_tf_backend() {
+  BACKEND="$1"
+  ver=${BACKEND//tensorflow/libtf}
+  LIBTF_DIR=${PROJ_DIR}/tritonbuild/third_party/${ver}_v22.12
+
+  python3 ./build.py \
+    --backend=${BACKEND} \
+    --no-container-build --no-core-build \
+    --enable-gpu --enable-stats \
+    --version 2.27.0 --container-version 22.12 --upstream-container-version 22.12 \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_TENSORFLOW_LIB_PATHS=${LIBTF_DIR}/lib \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_TENSORFLOW_INCLUDE_PATHS=${LIBTF_DIR}/include \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_SRC_DIR=${PROJ_DIR}/src \
+    --extra-backend-cmake-arg=${BACKEND}:absl_DIR:PATH=${ABSL_DIR} \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_TENSORFLOW_INSTALL_EXTRA_DEPS=ON  \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild/backends \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+}
+
+function build_pt_backend() {
+  LIBPT_DIR=${PROJ_DIR}/tritonbuild/third_party/libtorch_v22.12
+  BACKEND=pytorch
+  python3 ./build.py -v \
+    --backend=${BACKEND} \
+    --no-container-build --no-core-build \
+    --enable-gpu --enable-stats \
+    --version 2.27.0 --container-version 22.12 --upstream-container-version 22.12 \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_SRC_DIR=${PROJ_DIR}/src \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_PYTORCH_LIB_PATHS=${LIBPT_DIR}/lib \
+    --extra-backend-cmake-arg="${BACKEND}:TRITON_PYTORCH_INCLUDE_PATHS=${LIBPT_DIR}/include;${LIBPT_DIR}/include/torch" \
+    --extra-backend-cmake-arg=${BACKEND}:absl_DIR:PATH=${ABSL_DIR} \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild/backends \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+}
+
+function build_python_backend() {
+  BACKEND=python
+  python3 ./build.py -v \
+    --backend=${BACKEND} \
+    --no-container-build --no-core-build \
+    --enable-gpu --enable-stats \
+    --version 2.27.0 --container-version 22.12 --upstream-container-version 22.12 \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_SRC_DIR=${PROJ_DIR}/src \
+    --extra-backend-cmake-arg=${BACKEND}:absl_DIR:PATH=${ABSL_DIR} \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild/backends \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+}
+
+function build_onnx_backend() {
+  LIBPT_DIR=${PROJ_DIR}/tritonbuild/third_party/libonnxruntime-v22.12
+  BACKEND=onnxruntime
+  python3 ./build.py -v \
+    --backend=${BACKEND} \
+    --no-container-build --no-core-build \
+    --enable-gpu --enable-stats \
+    --version 2.27.0 --container-version 22.12 --upstream-container-version 22.12 \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_ENABLE_ONNXRUNTIME_OPENVINO=OFF \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_SRC_DIR=${PROJ_DIR}/src \
+    --extra-backend-cmake-arg=${BACKEND}:absl_DIR:PATH=${ABSL_DIR} \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_ONNXRUNTIME_LIB_PATHS=${LIBPT_DIR}/lib \
+    --extra-backend-cmake-arg="${BACKEND}:TRITON_ONNXRUNTIME_INCLUDE_PATHS=${LIBPT_DIR}/include" \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild/backends \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+
+  cp -P ${LIBPT_DIR}/lib/* ${PROJ_DIR}/tritonbuild/install/backends/${BACKEND}/
+}
+
+function build_paddle_backend() {
+  LIBPT_DIR=${PROJ_DIR}/tritonbuild/third_party/libpaddle_v22.08/paddle
+  BACKEND=paddle
+  python3 ./build.py -v \
+    --backend=${BACKEND} \
+    --no-container-build --no-core-build \
+    --version 2.27.0 --container-version 22.12 --upstream-container-version 22.12 \
+    --enable-gpu --enable-stats \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_SRC_DIR=${PROJ_DIR}/src \
+    --extra-backend-cmake-arg=${BACKEND}:absl_DIR:PATH=${ABSL_DIR} \
+    --extra-backend-cmake-arg=${BACKEND}:PADDLE_LIB_PATHS=${LIBPT_DIR}/lib \
+    --extra-backend-cmake-arg="${BACKEND}:PADDLE_INCLUDE_PATHS=${LIBPT_DIR}/include" \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild/backends \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+}
+
+function build_tensorrt_backend() {
+  BACKEND=tensorrt
+  python3 ./build.py -v \
+    --backend=${BACKEND} \
+    --no-container-build --no-core-build \
+    --version 2.27.0 --container-version 22.12 --upstream-container-version 22.12 \
+    --enable-gpu --enable-stats --enable-nvtx \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_SRC_DIR=${PROJ_DIR}/src \
+    --extra-backend-cmake-arg=${BACKEND}:absl_DIR:PATH=${ABSL_DIR} \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild/backends \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+}
+
+
+function build_dali_backend() {
+  export PATH=/opt/conda/bin/:$PATH
+  # conda env create \
+  #   -f tritonbuild/backends/dali/build/src/dali_executor/dalienv.yml \
+  #   -p tritonbuild/install/backends/dali/conda/envs/dalienv
+  # exit 0
+
+  BACKEND=dali
+  python3 ./build.py -v \
+    --backend=${BACKEND} \
+    --no-container-build --no-core-build \
+    --version 2.27.0 --container-version 22.08 --upstream-container-version 22.08 \
+    --enable-gpu --enable-stats --enable-nvtx --enable-metrics \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_SRC_DIR=${PROJ_DIR}/src \
+    --extra-backend-cmake-arg=${BACKEND}:absl_DIR:PATH=${ABSL_DIR} \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild/backends \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+
+  # name=dali_backend
+  # _dir="${PROJ_DIR}/src/backends/$name"
+  # TRITON_BACKEND_API_VERSION="r22.08"
+  # pushd ${_dir}
+  # rm -fr build && mkdir build && cd build
+  # cmake ..                                                             \
+  #   -DCMAKE_PREFIX_PATH=${ABSL_DIR}                                    \
+  #   -DCMAKE_INSTALL_PREFIX=`pwd`/install                               \
+  #   -DCMAKE_BUILD_TYPE=Release                                         \
+  #   -DTRITON_BACKEND_API_VERSION=${TRITON_BACKEND_API_VERSION}         \
+  #   ${DALI_DOWNLOAD_PKG_NAME:+                                         \
+  #     -DDALI_DOWNLOAD_PKG_NAME=${DALI_DOWNLOAD_PKG_NAME}}              \
+  #   ${DALI_DOWNLOAD_EXTRA_INDEX_URL:+                                  \
+  #     -DDALI_EXTRA_INDEX_URL=${DALI_DOWNLOAD_EXTRA_INDEX_URL}}         \
+  #   -DDALI_VERSION=${DALI_DOWNLOAD_VERSION}                            \
+  #   -DDALI_DOWNLOAD_EXTRA_OPTIONS="${DALI_DOWNLOAD_EXTRA_OPTIONS}" &&  \
+  #   make -j $(nproc) && make install
+  # cd ..
+  # cp -fr build/install/backends/$name ${PROJ_DIR}/tritonbuild/install/backends/
+}
+
+function build_openvino_arm_backend() {
+  # LIBPT_DIR=${PROJ_DIR}/tritonbuild/third_party/libopenvino_v22.08_2021.4
+  LIBPT_DIR=${PROJ_DIR}/tritonbuild/third_party/libopenvino_v22.08_2022.2
+  BACKEND=openvino
+  python3 ./build.py -v \
+    --backend=${BACKEND} \
+    --no-container-build --no-core-build \
+    --enable-gpu --enable-stats \
+    --version 2.27.0 --container-version 22.08 --upstream-container-version 22.08 \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_BUILD_OPENVINO_VERSION=2022.2.0 \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_SRC_DIR=${PROJ_DIR}/src \
+    --extra-backend-cmake-arg=${BACKEND}:absl_DIR:PATH=${ABSL_DIR} \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_OPENVINO_LIB_PATHS=${LIBPT_DIR}/lib \
+    --extra-backend-cmake-arg="${BACKEND}:TRITON_OPENVINO_INCLUDE_PATHS=${LIBPT_DIR}/include" \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild/backends \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+
+    mkdir -p ${PROJ_DIR}/tritonbuild/install/backends/openvino_2022_2
+    cp ${PROJ_DIR}/tritonbuild/backends/openvino_2022_2/build/libtriton_openvino_2022_2.so \
+      ${PROJ_DIR}/tritonbuild/install/backends/openvino_2022_2/
+
+    cp ${LIBPT_DIR}/lib/libopenvino.so \
+       ${LIBPT_DIR}/lib/libopenvino.so.2230 \
+       ${LIBPT_DIR}/lib/libopenvino_arm_cpu_plugin.so \
+       ${LIBPT_DIR}/lib/plugins.xml \
+       ${PROJ_DIR}/tritonbuild/install/backends/openvino_2022_2/
+
+    # cp ${LIBPT_DIR}/lib/libinference_engine.so \
+    #    ${LIBPT_DIR}/lib/libiomp5.so \
+    #    ${LIBPT_DIR}/lib/libinference_engine_transformations.so \
+    #    ${LIBPT_DIR}/lib/libngraph.so \
+    #    ${PROJ_DIR}/tritonbuild/install/backends/openvino_2021_4/
+}
+
+function build_openvino_backend() {
+  # LIBPT_DIR=${PROJ_DIR}/tritonbuild/third_party/libopenvino_v22.08_2021.4
+  LIBPT_DIR=${PROJ_DIR}/tritonbuild/third_party/libopenvino_v22.08_2022.2
+  BACKEND=openvino
+  python3 ./build.py -v \
+    --backend=${BACKEND} \
+    --no-container-build --no-core-build \
+    --enable-gpu --enable-stats \
+    --version 2.27.0 --container-version 22.08 --upstream-container-version 22.08 \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_BUILD_OPENVINO_VERSION=2022.2.0 \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_SRC_DIR=${PROJ_DIR}/src \
+    --extra-backend-cmake-arg=${BACKEND}:absl_DIR:PATH=${ABSL_DIR} \
+    --extra-backend-cmake-arg=${BACKEND}:TRITON_OPENVINO_LIB_PATHS=${LIBPT_DIR}/lib \
+    --extra-backend-cmake-arg="${BACKEND}:TRITON_OPENVINO_INCLUDE_PATHS=${LIBPT_DIR}/include" \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild/backends \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+
+    mkdir -p ${PROJ_DIR}/tritonbuild/install/backends/openvino_2022_2
+    cp ${PROJ_DIR}/tritonbuild/backends/openvino_2022_2/build/libtriton_openvino_2022_2.so \
+      ${PROJ_DIR}/tritonbuild/install/backends/openvino_2022_2/
+
+    cp ${LIBPT_DIR}/lib/libopenvino.so \
+       ${LIBPT_DIR}/lib/libiomp5.so \
+       ${LIBPT_DIR}/lib/libopenvino_intel_cpu_plugin.so \
+       ${PROJ_DIR}/tritonbuild/install/backends/openvino_2022_2/
+
+    pushd ${LIBPT_DIR}/lib
+    cp plugins.xml \
+       libopenvino_auto_plugin.so  \
+       libopenvino_intel_gna_plugin.so   \
+       libopenvino_hetero_plugin.so  \
+       libopenvino_intel_myriad_plugin.so \
+       libopenvino_auto_batch_plugin.so \
+       libopenvino_ir_frontend.so  \
+       ${PROJ_DIR}/tritonbuild/install/backends/openvino_2022_2/
+    popd
+
+    # cp ${LIBPT_DIR}/lib/libinference_engine.so \
+    #    ${LIBPT_DIR}/lib/libiomp5.so \
+    #    ${LIBPT_DIR}/lib/libinference_engine_transformations.so \
+    #    ${LIBPT_DIR}/lib/libngraph.so \
+    #    ${PROJ_DIR}/tritonbuild/install/backends/openvino_2021_4/
+}
+
+function build_enflame_backend() {
+  LIBENFLAME_DIR=${PROJ_DIR}/tritonbuild/third_party/libenflame_v0.1/
+
+  name=enflame_backend
+  src_dir="${PROJ_DIR}/src/backends/$name"
+  build_dir="${PROJ_DIR}/tritonbuild/backends/${name}/build"
+  install_dir="${PROJ_DIR}/tritonbuild/backends/${name}/install"
+  output_dir="${PROJ_DIR}/tritonbuild/install/backends"
+  if [ ! -d ${build_dir} ]; then
+    mkdir -p ${build_dir}
+  fi
+  rm -fr ${build_dir}/*
+  pushd ${build_dir}
+  cmake ${src_dir}                                        \
+    -DCMAKE_INSTALL_PREFIX:PATH=${install_dir}            \
+    -DPROJ_ROOT_DIR=${PROJ_DIR}                           \
+    -DENFLAME_LIB_PATHS=${LIBENFLAME_DIR}/lib             \
+    -DENFLAME_INCLUDE_PATHS=${LIBENFLAME_DIR}/include &&  \
+    make -j $(nproc) && make install
+  cp -fr ${install_dir}/backends/${name} ${output_dir}/
+  popd
+}
+
+function build_cambricon_backend() {
+  LIBCAMBRICON_DIR=${PROJ_DIR}/tritonbuild/third_party/libcambricon_v0.1/
+
+  name=cambricon_backend
+  src_dir="${PROJ_DIR}/src/backends/$name"
+  build_dir="${PROJ_DIR}/tritonbuild/backends/${name}/build"
+  install_dir="${PROJ_DIR}/tritonbuild/backends/${name}/install"
+  output_dir="${PROJ_DIR}/tritonbuild/install/backends"
+  if [ ! -d ${build_dir} ]; then
+    mkdir -p ${build_dir}
+  fi
+
+  rm -fr ${build_dir}/*
+  pushd ${build_dir}
+  cmake ${src_dir}                                        \
+    -DCMAKE_INSTALL_PREFIX:PATH=${install_dir}            \
+    -DPROJ_ROOT_DIR=${PROJ_DIR}                           \
+    -DCAMBRICON_LIB_PATHS=${LIBCAMBRICON_DIR}/lib             \
+    -DCAMBRICON_INCLUDE_PATHS=${LIBCAMBRICON_DIR}/include &&  \
+    make -j $(nproc) && make install
+
+  mkdir -p ${PROJ_DIR}/tritonbuild/install/backends/cambricon
+  cp ${PROJ_DIR}/tritonbuild/backends/cambricon_backend/build/libtriton_cambricon.so \
+    ${PROJ_DIR}/tritonbuild/install/backends/cambricon/
+  popd
+}
+
+function build_huawei_backend() {
+  LIBHUAWEI_DIR=${PROJ_DIR}/tritonbuild/third_party/libhuawei_v0.1/
+
+  name=huawei_backend
+  src_dir="${PROJ_DIR}/src/backends/$name"
+  build_dir="${PROJ_DIR}/tritonbuild/backends/${name}/build"
+  install_dir="${PROJ_DIR}/tritonbuild/backends/${name}/install"
+  output_dir="${PROJ_DIR}/tritonbuild/install/backends"
+  if [ ! -d ${build_dir} ]; then
+    mkdir -p ${build_dir}
+  fi
+
+  rm -fr ${build_dir}/*
+  pushd ${build_dir}
+  cmake ${src_dir}                                        \
+    -DCMAKE_INSTALL_PREFIX:PATH=${install_dir}            \
+    -DPROJ_ROOT_DIR=${PROJ_DIR}                           \
+    -DHUAWEI_INFERENCE_DIR=${LIBHUAWEI_DIR}               \
+    -DHUAWEI_LIB_PATHS=${LIBHUAWEI_DIR}/lib             \
+    -DHUAWEI_INCLUDE_PATHS=${LIBHUAWEI_DIR}/include &&  \
+    make -j $(nproc) && make install
+
+  mkdir -p ${PROJ_DIR}/tritonbuild/install/backends/huawei
+  cp ${PROJ_DIR}/tritonbuild/backends/huawei_backend/build/libtriton_huawei.so \
+    ${PROJ_DIR}/tritonbuild/install/backends/huawei/
+  popd
+}
+
+function build_server() {
+  # rm -fr tritonbuild/tritonserver/build/triton-server/_deps/repo-core*
+
+  # If update common or core library, need to uncommont follow
+  rm -fr tritonbuild/tritonserver/build/_deps/repo-core-build
+
+  #VERBOSE="-v"
+  VERBOSE=""
+
+  python3 ./build.py ${VERBOSE} \
+    --no-container-build --enable-gpu \
+    --version 2.27.0 --container-version 22.08 --upstream-container-version 22.08 \
+    --backend ensemble \
+    --enable-logging --enable-stats --enable-metrics --enable-gpu-metrics --enable-cpu-metrics \
+    --enable-tracing --enable-nvtx \
+    --endpoint grpc --endpoint http \
+    --override-core-cmake-arg="TRITON_ENABLE_TENSORRT=ON" \
+    --extra-core-cmake-arg="TRITON_SRC_DIR=${PROJ_DIR}/src" \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+}
+
+function build_server_cpu() {
+  # rm -fr tritonbuild/tritonserver/build/triton-server/_deps/repo-core*
+  # rm -fr tritonbuild/tritonserver/build/_deps/repo-core-build
+  #    --extra-core-cmake-arg="LICENSE_STRATEGY:STRING=LICENSE_HASP" \
+
+  python3 ./build.py -v \
+    --no-container-build \
+    --version 2.27.0 --container-version 22.08 --upstream-container-version 22.08 \
+    --backend ensemble \
+    --enable-logging --enable-stats --enable-metrics \
+    --enable-tracing \
+    --endpoint grpc --endpoint http \
+    --override-core-cmake-arg="TRITON_ENABLE_TENSORRT=OFF" \
+    --override-core-cmake-arg="ENABLE_RAPIDJSON_SIMD=OFF" \
+    --extra-core-cmake-arg="LICENSE_STRATEGY:STRING=LICENSE_HASP" \
+    --extra-core-cmake-arg="LICENSE_HASP_VCODE:STRING=DEMOMA" \
+    --extra-core-cmake-arg="TRITON_SRC_DIR=${PROJ_DIR}/src" \
+    --cmake-dir ${PROJ_DIR} \
+    --build-dir ${PROJ_DIR}/tritonbuild \
+    --install-dir ${PROJ_DIR}/tritonbuild/install
+}
+
+function build_backend_example() {
+  name=$1
+  src_dir="${PROJ_DIR}/src/backend/examples/backends/$name"
+  build_dir="${PROJ_DIR}/tritonbuild/backends/${name}/build"
+  install_dir="${PROJ_DIR}/tritonbuild/backends/${name}/install"
+  output_dir="${PROJ_DIR}/tritonbuild/install/backends"
+  if [ ! -d ${build_dir} ]; then
+    mkdir -p ${build_dir}
+  fi
+
+  pushd ${build_dir}
+  cmake ${src_dir}                              \
+    -DCMAKE_PREFIX_PATH=${ABSL_DIR}             \
+    -DCMAKE_INSTALL_PREFIX:PATH=${install_dir}  \
+    -DTRITON_COMMON_REPO_TAG=r22.08             \
+    -DTRITON_CORE_REPO_TAG=r22.08               \
+    -DTRITON_BACKEND_REPO_TAG=r22.08 &&         \
+    make -j $(nproc) && make install
+  cp -fr ${install_dir}/backends/${name} ${output_dir}/
+  popd
+}
+
+function build_dataelem_backend() {
+  name=dataelem
+  src_dir="${PROJ_DIR}/src/backends/${name}_backend"
+  build_dir="${PROJ_DIR}/tritonbuild/backends/${name}/build"
+  install_dir="${PROJ_DIR}/tritonbuild/backends/${name}/install"
+  output_dir="${PROJ_DIR}/tritonbuild/install/backends"
+  if [ ! -d ${build_dir} ]; then
+    mkdir -p ${build_dir}
+  fi
+
+  if [ ! -d ${output_dir} ]; then
+    mkdir -p ${output_dir}
+  fi
+
+  ENABLE_GPU=ON
+
+  pushd ${build_dir}
+  cmake ${src_dir}                              \
+    -DCMAKE_INSTALL_PREFIX:PATH=${install_dir}  \
+    -DPROJ_ROOT_DIR=${PROJ_DIR}                 \
+    -DTRITON_ENABLE_GPU:BOOL=${ENABLE_GPU}      \
+    -DTRITON_COMMON_REPO_TAG=r22.08             \
+    -DTRITON_CORE_REPO_TAG=r22.08               \
+    -DTRITON_BACKEND_REPO_TAG=r22.08 &&         \
+    make -j $(nproc) && make install
+  cp -fr ${install_dir}/backends/${name} ${output_dir}/
+  popd
+}
+
+
+function build_dataelem_backend_cpu() {
+  name=dataelem
+  src_dir="${PROJ_DIR}/src/backends/${name}_backend"
+  build_dir="${PROJ_DIR}/tritonbuild/backends/${name}/build"
+  install_dir="${PROJ_DIR}/tritonbuild/backends/${name}/install"
+  output_dir="${PROJ_DIR}/tritonbuild/install_cpu/backends"
+  if [ ! -d ${build_dir} ]; then
+    mkdir -p ${build_dir}
+  fi
+
+  if [ ! -d ${output_dir} ]; then
+    mkdir -p ${output_dir}
+  fi
+
+  ENABLE_GPU=OFF
+
+  pushd ${build_dir}
+  cmake ${src_dir}                              \
+    -DCMAKE_INSTALL_PREFIX:PATH=${install_dir}  \
+    -DPROJ_ROOT_DIR=${PROJ_DIR}                 \
+    -DTRITON_ENABLE_GPU:BOOL=${ENABLE_GPU}      \
+    -DTRITON_COMMON_REPO_TAG=r22.08             \
+    -DTRITON_CORE_REPO_TAG=r22.08               \
+    -DTRITON_BACKEND_REPO_TAG=r22.08 &&         \
+    make -j $(nproc) && make install
+  cp -fr ${install_dir}/backends/${name} ${output_dir}/
+  popd
+}
+
+
+function build_client() {
+  src_dir="${PROJ_DIR}/src/client"
+  build_dir="${PROJ_DIR}/tritonbuild/client/build"
+  install_dir="${PROJ_DIR}/tritonbuild/client/install"
+  output_dir="${PROJ_DIR}/tritonbuild/install"
+  if [ ! -d ${build_dir} ]; then
+    mkdir -p ${build_dir}
+  fi
+
+  pushd ${build_dir}
+  cmake ${src_dir} \
+    -DCMAKE_PREFIX_PATH=${ABSL_DIR}            \
+    -DCMAKE_INSTALL_PREFIX:PATH=${install_dir} \
+    -DTRITON_ENABLE_GPU:BOOL=ON                \
+    -DTRITON_COMMON_REPO_TAG=r22.08            \
+    -DTRITON_CORE_REPO_TAG=r22.08              \
+    -DTRITON_BACKEND_REPO_TAG=r22.08           \
+    -DTRITON_ENABLE_CC_HTTP=ON                 \
+    -DTRITON_ENABLE_CC_GRPC=ON                 \
+    -DTRITON_ENABLE_PERF_ANALYZER=ON           \
+    -DTRITON_ENABLE_PERF_ANALYZER_C_API=ON     \
+    -DTRITON_ENABLE_PERF_ANALYZER_TFS=OFF      \
+    -DTRITON_ENABLE_PERF_ANALYZER_TS=OFF       \
+    -DTRITON_SRC_DIR=${PROJ_DIR}/src           \
+    -DTRITON_ENABLE_EXAMPLES=ON                \
+    -DTRITON_ENABLE_TESTS=ON  &&               \
+    make -j $(nproc)
+
+  mkdir -p ${output_dir}/client/ || true
+  cp -fr ${install_dir}/* ${output_dir}/client/
+  popd
+}
+
+function build_dataelem_python_backend() {
+  name=dataelem_python
+  src_dir="${PROJ_DIR}/src/backends/${name}_backend"
+  build_dir="${PROJ_DIR}/tritonbuild/backends/${name}/build"
+  install_dir="${PROJ_DIR}/tritonbuild/backends/${name}/install"
+  output_dir="${PROJ_DIR}/tritonbuild/install/backends"
+  if [ ! -d ${build_dir} ]; then
+    mkdir -p ${build_dir}
+  fi
+
+  pushd ${build_dir}
+  cmake ${src_dir}                               \
+    -DCMAKE_PREFIX_PATH=${ABSL_DIR}              \
+    -DCMAKE_INSTALL_PREFIX:PATH=${install_dir}   \
+    -DTRITON_COMMON_REPO_TAG=r22.08              \
+    -DTRITON_CORE_REPO_TAG=r22.08                \
+    -DTRITON_BACKEND_REPO_TAG=r22.08             \
+    -DTRITON_SRC_DIR=${PROJ_DIR}/src             \
+    -DPROJ_ROOT_DIR=${PROJ_DIR} &&               \
+    make -j $(nproc) && make install
+
+  cp -fr ${install_dir}/backends/${name} ${output_dir}/
+  popd
+}
+
+function build_test() {
+  src_dir="${PROJ_DIR}/src/tests"
+  build_dir="${PROJ_DIR}/tritonbuild/tests/build"
+  install_dir="${PROJ_DIR}/tritonbuild/tests/install"
+  output_dir="${PROJ_DIR}/tritonbuild/install"
+  if [ ! -d ${build_dir} ]; then
+    mkdir -p ${build_dir}
+  fi
+
+  pushd ${build_dir}
+  cmake ${src_dir}                          \
+    -DTRITON_ENABLE_GPU:BOOL=ON             \
+    -DPROJ_ROOT_DIR=${PROJ_DIR} &&          \
+    make -j $(nproc)
+
+  # if [ -f ./ut_all ]; then
+  #   ./ut_all
+  # fi
+  popd
+}
+
+
+function extra_deps() {
+  apt update && apt install -y libarchive-dev patchelf libgl1
+}
+
+
+
+opt="$1"
+case $opt in
+  "full")
+    build_server && \
+      build_dataelem_backend && \
+      build_python_backend && \
+      build_tf_backend tensorflow2 && \
+      build_tensorrt_backend && \
+      build_onnx_backend && \
+      build_pt_backend
+    ;;
+  "server")
+    build_server
+    ;;
+  "backends")
+    build_dataelem_backend && \
+      build_python_backend && \
+      build_tf_backend tensorflow2 && \
+      build_tensorrt_backend && \
+      build_onnx_backend && \
+      build_pt_backend
+    ;;
+  *)
+    echo "error parameters"
+    ;;
+esac
+
+if [[ $? -eq 0 ]]; then
+  echo '>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>'
+  echo "succ to build $opt"
+else
+  echo '<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<'
+  echo "failed to build $opt"
+fi
diff --git a/docker/ci.sh b/docker/ci.sh
new file mode 100644
index 0000000..35bf5bc
--- /dev/null
+++ b/docker/ci.sh
@@ -0,0 +1,47 @@
+#!/bin/bash
+
+
+function build_rt() {
+    tag=$1
+    cd $HOME/cicd/bisheng-rt && git checkout main && git pull && git checkout $tag && cd -
+    if [[ $? -ne 0 ]]; then
+        echo "checkout bisheng-rt $tag failed"
+        exit 1
+    fi
+
+    if [[ ! -d $HOME/build-logs ]]; then
+        mkdir -p $HOME/build-logs
+    fi
+
+    cmd="bash $HOME/cicd/bisheng-rt/docker/build_helper.sh server"
+    docker exec -it bisheng_rt_build $cmd > $HOME/build-logs/build-rt-server.log 2>&1
+    if [[ $? -ne 0 ]]; then
+        echo "failed to build server"
+        exit 1
+    else
+        echo '>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>'
+        echo "succ to build server"
+    fi
+
+    cmd2="bash $HOME/cicd/bisheng-rt/docker/build_helper.sh backends"
+    docker exec -it bisheng_rt_build $cmd2 > $HOME/build-logs/build-rt-backends.log 2>&1
+    if [[ $? -ne 0 ]]; then
+        echo "failed to build backends"
+        exit 1
+    else
+        echo '>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>'
+        echo "succ to build backend"
+    fi
+
+    bash $HOME/cicd/bisheng-rt/docker/release.sh ${tag:1}
+    if [[ $? -eq 0 ]]; then
+      echo '>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>'
+      echo "succ to build bisheng-rt"
+    else
+      echo '<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<'
+      echo "failed to build bisheng-rt"
+    fi
+}
+
+
+build_rt $1
diff --git a/docker/create_build_env.sh b/docker/create_build_env.sh
new file mode 100644
index 0000000..73c8507
--- /dev/null
+++ b/docker/create_build_env.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+
+
+function create_build_env() {
+    MOUNT="-v $HOME:$HOME -v /public:/public"
+    IMAGE="dataelement/bisheng-rt-base:0.0.1"
+    docker pull $IMAGE
+    docker run --gpus=all --net=host -itd --shm-size=10G \
+        --name bisheng_rt_build ${MOUNT} $IMAGE bash
+
+    # patch dependences
+    cmd="apt update && apt install -y libarchive-dev patchelf libgl1 libjsoncpp-dev pkg-config"
+    docker exec -it bisheng_rt_build sh -c "$cmd"
+}
+
+
+create_build_env
diff --git a/docker/prod/create_prod_image.sh b/docker/prod/create_prod_image.sh
deleted file mode 100644
index d35b93b..0000000
--- a/docker/prod/create_prod_image.sh
+++ /dev/null
@@ -1,12 +0,0 @@
-#!/bin/bash
-
-
-function build_image() {
-    curr=$(pwd)
-    pushd ${curr}/docker/prod
-    docker build -t dataelement/bisheng-rt:0.0.5 -f Dockerfile . --no-cache
-    popd
-}
-
-
-build_image
\ No newline at end of file
diff --git a/docker/release.sh b/docker/release.sh
index 259492a..07ed04c 100644
--- a/docker/release.sh
+++ b/docker/release.sh
@@ -13,7 +13,7 @@ function package() {
   fi
 
   install_dir="${projdir}/tritonbuild/install"
-  pub_file="bisheng-rt-$ver.tar.gz"
+  pub_file="bisheng-rt-${ver}.tar.gz"
 
   pushd ${projdir}/tritonbuild
   tar zcf ${releasedir}/${pub_file} ./install
@@ -23,4 +23,4 @@ function package() {
 }
 
 
-package 0.0.5
+package $1