diff --git a/benchmark/cpp/benchmark_ppyolov8.cc b/benchmark/cpp/benchmark_ppyolov8.cc
index 4bd6e0df4..cff374200 100644
--- a/benchmark/cpp/benchmark_ppyolov8.cc
+++ b/benchmark/cpp/benchmark_ppyolov8.cc
@@ -122,4 +122,4 @@ int main(int argc, char* argv[]) {
 #endif
   }
   return 0;
-}
\ No newline at end of file
+}
diff --git a/benchmark/cpp/flags.h b/benchmark/cpp/flags.h
index c9a8e8d91..6ecf9b33e 100755
--- a/benchmark/cpp/flags.h
+++ b/benchmark/cpp/flags.h
@@ -20,8 +20,8 @@
 DEFINE_string(model, "", "Directory of the inference model.");
 DEFINE_string(image, "", "Path of the image file.");
 DEFINE_string(device, "cpu",
-              "Type of inference device, support 'cpu' or 'gpu'.");
-DEFINE_int32(device_id, 0, "device(gpu) id.");
+              "Type of inference device, support 'cpu/gpu/xpu'.");
+DEFINE_int32(device_id, 0, "device(gpu/xpu/...) id.");
 DEFINE_int32(warmup, 200, "Number of warmup for profiling.");
 DEFINE_int32(repeat, 1000, "Number of repeats for profiling.");
 DEFINE_string(profile_mode, "runtime", "runtime or end2end.");
@@ -41,8 +41,8 @@ DEFINE_int32(dump_period, 100, "How often to collect memory info.");
 
 void PrintUsage() {
   std::cout << "Usage: infer_demo --model model_path --image img_path --device "
-               "[cpu|gpu] --backend "
-               "[default|ort|paddle|ov|trt|paddle_trt] "
+               "[cpu|gpu|xpu] --backend "
+               "[default|ort|paddle|ov|trt|paddle_trt|lite] "
                "--use_fp16 false"
             << std::endl;
   std::cout << "Default value of device: cpu" << std::endl;
@@ -52,7 +52,7 @@ void PrintUsage() {
 
 bool CreateRuntimeOption(fastdeploy::RuntimeOption* option) {
   if (FLAGS_device == "gpu") {
-    option->UseGpu();
+    option->UseGpu(FLAGS_device_id);
     if (FLAGS_backend == "ort") {
       option->UseOrtBackend();
     } else if (FLAGS_backend == "paddle") {
@@ -94,8 +94,27 @@ bool CreateRuntimeOption(fastdeploy::RuntimeOption* option) {
                 << FLAGS_backend << " is not supported." << std::endl;
       return false;
     }
+  } else if (FLAGS_device == "xpu") {
+    option->UseKunlunXin(FLAGS_device_id);
+    if (FLAGS_backend == "ort") {
+      option->UseOrtBackend();
+    } else if (FLAGS_backend == "paddle") {
+      option->UsePaddleInferBackend();
+    } else if (FLAGS_backend == "lite") {
+      option->UsePaddleLiteBackend();
+      if (FLAGS_use_fp16) {
+        option->EnableLiteFP16();
+      }
+    } else if (FLAGS_backend == "default") {
+      return true;
+    } else {
+      std::cout << "While inference with XPU, only support "
+                   "default/ort/paddle/lite now, "
+                << FLAGS_backend << " is not supported." << std::endl;
+      return false;
+    }
   } else {
-    std::cerr << "Only support device CPU/GPU now, " << FLAGS_device
+    std::cerr << "Only support device CPU/GPU/XPU now, " << FLAGS_device
               << " is not supported." << std::endl;
     return false;
   }
diff --git a/scripts/linux/build_linux_x86_64_cpp_xpu_with_benchmark.sh b/scripts/linux/build_linux_x86_64_cpp_xpu_with_benchmark.sh
new file mode 100755
index 000000000..e098883ea
--- /dev/null
+++ b/scripts/linux/build_linux_x86_64_cpp_xpu_with_benchmark.sh
@@ -0,0 +1,79 @@
+#!/bin/bash
+set -e
+set +x
+
+# -------------------------------------------------------------------------------
+#                        readonly global variables
+# -------------------------------------------------------------------------------
+readonly ROOT_PATH=$(pwd)
+readonly BUILD_ROOT=build/Linux
+readonly BUILD_DIR="${BUILD_ROOT}/x86_64_xpu"
+
+# -------------------------------------------------------------------------------
+#                                 tasks
+# -------------------------------------------------------------------------------
+__make_build_dir() {
+  if [ ! -d "${BUILD_DIR}" ]; then
+    echo "-- [INFO] BUILD_DIR: ${BUILD_DIR} not exists, setup manually ..."
+    if [ ! -d "${BUILD_ROOT}" ]; then
+      mkdir -p "${BUILD_ROOT}" && echo "-- [INFO] Created ${BUILD_ROOT} !"
+    fi
+    mkdir -p "${BUILD_DIR}" && echo "-- [INFO] Created ${BUILD_DIR} !"
+  else
+    echo "-- [INFO] Found BUILD_DIR: ${BUILD_DIR}"
+  fi
+}
+
+__check_cxx_envs() {
+  if [ $LDFLAGS ]; then
+    echo "-- [INFO] Found LDFLAGS: ${LDFLAGS}, \c"
+    echo "unset it before crossing compiling ${BUILD_DIR}"
+    unset LDFLAGS
+  fi
+  if [ $CPPFLAGS ]; then
+    echo "-- [INFO] Found CPPFLAGS: ${CPPFLAGS}, \c"
+    echo "unset it before crossing compiling ${BUILD_DIR}"
+    unset CPPFLAGS
+  fi
+  if [ $CPLUS_INCLUDE_PATH ]; then
+    echo "-- [INFO] Found CPLUS_INCLUDE_PATH: ${CPLUS_INCLUDE_PATH}, \c"
+    echo "unset it before crossing compiling ${BUILD_DIR}"
+    unset CPLUS_INCLUDE_PATH
+  fi
+  if [ $C_INCLUDE_PATH ]; then
+    echo "-- [INFO] Found C_INCLUDE_PATH: ${C_INCLUDE_PATH}, \c"
+    echo "unset it before crossing compiling ${BUILD_DIR}"
+    unset C_INCLUDE_PATH
+  fi
+}
+
+__build_fastdeploy_linux_x86_64_xpu_shared() {
+
+  local FASDEPLOY_INSTALL_DIR="${ROOT_PATH}/${BUILD_DIR}/install"
+  cd "${BUILD_DIR}" && echo "-- [INFO] Working Dir: ${PWD}"
+
+  cmake -DWITH_KUNLUNXIN=ON \
+	-DCMAKE_BUILD_TYPE=Release \
+        -DWITH_GPU=OFF \
+        -DENABLE_ORT_BACKEND=ON \
+        -DENABLE_PADDLE_BACKEND=ON \
+        -DENABLE_VISION=ON \
+        -DENABLE_BENCHMARK=ON \
+        -DBUILD_EXAMPLES=OFF \
+        -DCMAKE_INSTALL_PREFIX=${FASDEPLOY_INSTALL_DIR} \
+        -Wno-dev ../../.. && make -j8 && make install
+
+  echo "-- [INFO][built][x86_64_xpu}][${BUILD_DIR}/install]"
+}
+
+main() {
+  __make_build_dir
+  __check_cxx_envs
+  __build_fastdeploy_linux_x86_64_xpu_shared
+  exit 0
+}
+
+main
+
+# Usage:
+# ./scripts/linux/build_linux_x86_64_cpp_gpu.sh