diff --git a/cmake/inference_lib.cmake b/cmake/inference_lib.cmake
index d71fbce38207a06c13d26fd6e9680b274ade6992..7d53554358497762b1cd91c39bdd23c5807af2bc 100644
--- a/cmake/inference_lib.cmake
+++ b/cmake/inference_lib.cmake
@@ -1,72 +1,88 @@
 # make package for paddle fluid shared and static library
+function(copy TARGET)
+    set(options "")
+    set(oneValueArgs "")
+    set(multiValueArgs SRCS DSTS DEPS)
+    cmake_parse_arguments(copy_lib "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
+
+    list(LENGTH copy_lib_SRCS copy_lib_SRCS_len)
+    list(LENGTH copy_lib_DSTS copy_lib_DSTS_len)
+    if(NOT ${copy_lib_SRCS_len} EQUAL ${copy_lib_DSTS_len})
+        message(FATAL_ERROR "${TARGET} source numbers are not equal to destination numbers")
+    endif()
+    math(EXPR len "${copy_lib_SRCS_len} - 1")
+    
+    add_custom_target(${TARGET} DEPENDS ${copy_lib_DEPS})
+    foreach(index RANGE ${len})
+        list(GET copy_lib_SRCS ${index} src)
+        list(GET copy_lib_DSTS ${index} dst)
+        add_custom_command(TARGET ${TARGET} PRE_BUILD COMMAND mkdir -p "${dst}")
+        if(IS_DIRECTORY ${src})
+            add_custom_command(TARGET ${TARGET} PRE_BUILD COMMAND cp -r "${src}" "${dst}")
+        else()
+            add_custom_command(TARGET ${TARGET} PRE_BUILD COMMAND cp "${src}" "${dst}")
+        endif()
+    endforeach()
+endfunction()
+
 # third party
-set(lib_dir "${CMAKE_INSTALL_PREFIX}/third_party/eigen3")
-add_custom_target(eigen3_lib
-    COMMAND mkdir -p "${lib_dir}/Eigen" "${lib_dir}/unsupported"
-    COMMAND cp "${EIGEN_INCLUDE_DIR}/Eigen/Core" "${lib_dir}/Eigen"
-    COMMAND cp -r "${EIGEN_INCLUDE_DIR}/Eigen/src" "${lib_dir}/Eigen"
-    COMMAND cp -r "${EIGEN_INCLUDE_DIR}/unsupported/Eigen" "${lib_dir}/unsupported"
+set(dst_dir "${CMAKE_INSTALL_PREFIX}/third_party/eigen3")
+copy(eigen3_lib
+  SRCS ${EIGEN_INCLUDE_DIR}/Eigen/Core ${EIGEN_INCLUDE_DIR}/Eigen/src ${EIGEN_INCLUDE_DIR}/unsupported/Eigen
+  DSTS ${dst_dir}/Eigen ${dst_dir}/Eigen ${dst_dir}/unsupported
 )
 
-set(lib_dir "${CMAKE_INSTALL_PREFIX}/third_party/install/gflags")
-add_custom_target(gflags_lib
-    COMMAND mkdir -p "${lib_dir}/lib"
-    COMMAND cp -r "${GFLAGS_INCLUDE_DIR}" "${lib_dir}"
-    COMMAND cp "${GFLAGS_LIBRARIES}" "${lib_dir}/lib"
+set(dst_dir "${CMAKE_INSTALL_PREFIX}/third_party/install/gflags")
+copy(gflags_lib
+  SRCS ${GFLAGS_INCLUDE_DIR} ${GFLAGS_LIBRARIES}
+  DSTS ${dst_dir} ${dst_dir}/lib
 )
 
-set(lib_dir "${CMAKE_INSTALL_PREFIX}/third_party/install/glog")
-add_custom_target(glog_lib
-    COMMAND mkdir -p "${lib_dir}/lib"
-    COMMAND cp -r "${GLOG_INCLUDE_DIR}" "${lib_dir}"
-    COMMAND cp "${GLOG_LIBRARIES}" "${lib_dir}/lib"
+set(dst_dir "${CMAKE_INSTALL_PREFIX}/third_party/install/glog")
+copy(glog_lib
+  SRCS ${GLOG_INCLUDE_DIR} ${GLOG_LIBRARIES}
+  DSTS ${dst_dir} ${dst_dir}/lib
 )
 
 IF(NOT PROTOBUF_FOUND)
-    set(lib_dir "${CMAKE_INSTALL_PREFIX}/third_party/install/protobuf")
-    add_custom_target(protobuf_lib
-        COMMAND mkdir -p "${lib_dir}/lib"
-        COMMAND cp -r "${PROTOBUF_INCLUDE_DIR}" "${lib_dir}"
-        COMMAND cp "${PROTOBUF_LITE_LIBRARY}" "${lib_dir}/lib"
+    set(dst_dir "${CMAKE_INSTALL_PREFIX}/third_party/install/protobuf")
+    copy(protobuf_lib
+      SRCS ${PROTOBUF_INCLUDE_DIR} ${PROTOBUF_LITE_LIBRARY}
+      DSTS ${dst_dir} ${dst_dir}/lib
     )
 ENDIF(NOT PROTOBUF_FOUND)
 
 # paddle fluid module
-set(lib_dir "${CMAKE_INSTALL_PREFIX}/paddle/framework")
-add_custom_target(framework_lib DEPENDS framework_py_proto
-    COMMAND mkdir -p "${lib_dir}/details"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/framework/*.h" "${lib_dir}"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/framework/details/*.h" "${lib_dir}/details"
-    COMMAND cp "${PADDLE_BINARY_DIR}/paddle/framework/framework.pb.h" "${lib_dir}"
+set(src_dir "${PADDLE_SOURCE_DIR}/paddle")
+set(dst_dir "${CMAKE_INSTALL_PREFIX}/paddle")
+set(module "framework")
+copy(framework_lib DEPS framework_py_proto 
+  SRCS ${src_dir}/${module}/*.h ${src_dir}/${module}/details/*.h ${PADDLE_BINARY_DIR}/paddle/framework/framework.pb.h
+  DSTS ${dst_dir}/${module} ${dst_dir}/${module}/details ${dst_dir}/${module}
 )
 
-set(lib_dir "${CMAKE_INSTALL_PREFIX}/paddle/memory")
-add_custom_target(memory_lib
-    COMMAND mkdir -p "${lib_dir}/detail"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/memory/*.h" "${lib_dir}"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/memory/detail/*.h" "${lib_dir}/detail"
+set(module "memory")
+copy(memory_lib
+  SRCS ${src_dir}/${module}/*.h ${src_dir}/${module}/detail/*.h
+  DSTS ${dst_dir}/${module} ${dst_dir}/${module}/detail
 )
 
-set(lib_dir "${CMAKE_INSTALL_PREFIX}/paddle/inference")
-add_custom_target(inference_lib DEPENDS paddle_fluid_shared
-    COMMAND mkdir -p "${lib_dir}"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/inference/*.h" "${lib_dir}"
-    COMMAND cp "${PADDLE_BINARY_DIR}/paddle/inference/libpaddle_fluid.so" "${lib_dir}"
+set(module "inference")
+copy(inference_lib DEPENDS paddle_fluid_shared
+  SRCS ${src_dir}/${module}/*.h ${PADDLE_BINARY_DIR}/paddle/inference/libpaddle_fluid.so
+  DSTS ${dst_dir}/${module} ${dst_dir}/${module}
 )
 
-set(lib_dir "${CMAKE_INSTALL_PREFIX}/paddle/platform")
-add_custom_target(platform_lib
-    COMMAND mkdir -p "${lib_dir}/dynload" "${lib_dir}/details"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/platform/*.h" "${lib_dir}"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/platform/dynload/*.h" "${lib_dir}/dynload"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/platform/details/*.h" "${lib_dir}/details"
-)    
+set(module "platform")
+copy(platform_lib
+  SRCS ${src_dir}/${module}/*.h ${src_dir}/${module}/dynload/*.h ${src_dir}/${module}/details/*.h
+  DSTS ${dst_dir}/${module} ${dst_dir}/${module}/dynload ${dst_dir}/${module}/details
+)
 
-set(lib_dir "${CMAKE_INSTALL_PREFIX}/paddle/string")
-add_custom_target(string_lib
-    COMMAND mkdir -p "${lib_dir}/tinyformat"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/string/*.h" "${lib_dir}"
-    COMMAND cp "${PADDLE_SOURCE_DIR}/paddle/string/tinyformat/*.h" "${lib_dir}/tinyformat"
+set(module "string")
+copy(string_lib
+  SRCS ${src_dir}/${module}/*.h ${src_dir}/${module}/tinyformat/*.h
+  DSTS ${dst_dir}/${module} ${dst_dir}/${module}/tinyformat
 )
 
 add_custom_target(inference_lib_dist DEPENDS