diff --git a/CMakeLists.txt b/CMakeLists.txt
index d341c39c848..0b61c1987f1 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -95,7 +95,9 @@ if(ENABLE_TESTCASES OR ENABLE_CPP_ST)
 endif()
 
 if(MODE_ASCEND_ACL)
-    include(cmake/package_acl.cmake)
+    include(cmake/package_tar.cmake)
+elseif(CMAKE_SYSTEM_NAME MATCHES "Windows")
+    include(cmake/package_win.cmake)
 else()
     include(cmake/package.cmake)
 endif()
diff --git a/cmake/package.cmake b/cmake/package.cmake
index 1dea798cce4..1d7487abad0 100644
--- a/cmake/package.cmake
+++ b/cmake/package.cmake
@@ -43,19 +43,7 @@ set(INSTALL_PY_DIR ".")
 set(INSTALL_BASE_DIR ".")
 set(INSTALL_BIN_DIR "bin")
 set(INSTALL_CFG_DIR "config")
-
-if(CMAKE_SYSTEM_NAME MATCHES "Windows")
-    set(INSTALL_LIB_DIR ".")
-    set(onednn_LIBPATH ${onednn_LIBPATH}/../bin/)
-    set(glog_LIBPATH ${glog_LIBPATH}/../bin/)
-    set(opencv_LIBPATH ${opencv_LIBPATH}/../bin/)
-    set(jpeg_turbo_LIBPATH ${jpeg_turbo_LIBPATH}/../bin/)
-    set(sqlite_LIBPATH ${sqlite_LIBPATH}/../bin/)
-    set(tinyxml2_LIBPATH ${tinyxml2_LIBPATH}/../bin/)
-else()
-    set(INSTALL_LIB_DIR "lib")
-endif()
-
+set(INSTALL_LIB_DIR "lib")
 # set package files
 install(
     TARGETS _c_expression
@@ -63,15 +51,11 @@ install(
     COMPONENT mindspore
 )
 
-if(CMAKE_SYSTEM_NAME MATCHES "Windows")
-    message("offline debugger does not support windows system temporarily")
-else()
-    install(
-        TARGETS _mindspore_offline_debug
-        DESTINATION ${INSTALL_BASE_DIR}
-        COMPONENT mindspore
-    )
-endif()
+install(
+    TARGETS _mindspore_offline_debug
+    DESTINATION ${INSTALL_BASE_DIR}
+    COMPONENT mindspore
+)
 
 install(
     TARGETS mindspore_shared_lib
@@ -86,24 +70,20 @@ install(
 )
 
 if(USE_GLOG)
-    file(GLOB_RECURSE GLOG_LIB_LIST ${glog_LIBPATH}/libmindspore_glog*)
-    install(
-        FILES ${GLOG_LIB_LIST}
-        DESTINATION ${INSTALL_LIB_DIR}
-        COMPONENT mindspore
-    )
+    install(FILES ${glog_LIBPATH}/libmindspore_glog.so.0.4.0
+      DESTINATION ${INSTALL_LIB_DIR} RENAME libmindspore_glog.so.0 COMPONENT mindspore)
 endif()
 
-file(GLOB_RECURSE LIBEVENT_LIB_LIST
-        ${libevent_LIBPATH}/libevent*${CMAKE_SHARED_LIBRARY_SUFFIX}*
-        ${libevent_LIBPATH}/libevent_pthreads*${CMAKE_SHARED_LIBRARY_SUFFIX}*
-        )
-
-install(
-        FILES ${LIBEVENT_LIB_LIST}
-        DESTINATION ${INSTALL_LIB_DIR}
-        COMPONENT mindspore
-)
+install(FILES ${libevent_LIBPATH}/libevent-2.1.so.7.0.1
+  DESTINATION ${INSTALL_LIB_DIR} RENAME libevent-2.1.so.7 COMPONENT mindspore)
+install(FILES ${libevent_LIBPATH}/libevent_core-2.1.so.7.0.1
+  DESTINATION ${INSTALL_LIB_DIR} RENAME libevent_core-2.1.so.7 COMPONENT mindspore)
+install(FILES ${libevent_LIBPATH}/libevent_extra-2.1.so.7.0.1
+  DESTINATION ${INSTALL_LIB_DIR} RENAME libevent_extra-2.1.so.7 COMPONENT mindspore)
+install(FILES ${libevent_LIBPATH}/libevent_openssl-2.1.so.7.0.1
+  DESTINATION ${INSTALL_LIB_DIR} RENAME libevent_openssl-2.1.so.7 COMPONENT mindspore)
+install(FILES ${libevent_LIBPATH}/libevent_pthreads-2.1.so.7.0.1
+  DESTINATION ${INSTALL_LIB_DIR} RENAME libevent_pthreads-2.1.so.7 COMPONENT mindspore)
 
 if(ENABLE_MINDDATA)
     install(
@@ -119,51 +99,36 @@ if(ENABLE_MINDDATA)
             COMPONENT mindspore
         )
     endif()
-    file(GLOB_RECURSE OPENCV_LIB_LIST
-            ${opencv_LIBPATH}/libopencv_core*
-            ${opencv_LIBPATH}/libopencv_imgcodecs*
-            ${opencv_LIBPATH}/libopencv_imgproc*
-    )
-    install(
-        FILES ${OPENCV_LIB_LIST}
-        DESTINATION ${INSTALL_LIB_DIR}
-        COMPONENT mindspore
-    )
-    file(GLOB_RECURSE TINYXML2_LIB_LIST ${tinyxml2_LIBPATH}/libtinyxml2*)
-    install(
-        FILES ${TINYXML2_LIB_LIST}
-        DESTINATION ${INSTALL_LIB_DIR}
-        COMPONENT mindspore
-    )
-    if(CMAKE_SYSTEM_NAME MATCHES "Windows")
-        message("icu4c does not support windows system temporarily")
-    else()
-        file(GLOB_RECURSE ICU4C_LIB_LIST
-            ${icu4c_LIBPATH}/libicuuc*
-            ${icu4c_LIBPATH}/libicudata*
-            ${icu4c_LIBPATH}/libicui18n*
-        )
-        install(
-            FILES ${ICU4C_LIB_LIST}
-            DESTINATION ${INSTALL_LIB_DIR}
-            COMPONENT mindspore
-        )
-    endif()
+    install(FILES ${opencv_LIBPATH}/libopencv_core.so.4.2.0
+      DESTINATION ${INSTALL_LIB_DIR} RENAME libopencv_core.so.4.2 COMPONENT mindspore)
+    install(FILES ${opencv_LIBPATH}/libopencv_imgcodecs.so.4.2.0
+      DESTINATION ${INSTALL_LIB_DIR} RENAME libopencv_imgcodecs.so.4.2 COMPONENT mindspore)
+    install(FILES ${opencv_LIBPATH}/libopencv_imgproc.so.4.2.0
+      DESTINATION ${INSTALL_LIB_DIR} RENAME libopencv_imgproc.so.4.2 COMPONENT mindspore)
+
+    install(FILES ${tinyxml2_LIBPATH}/libtinyxml2.so.8.0.0
+      DESTINATION ${INSTALL_LIB_DIR} RENAME libtinyxml2.so.8 COMPONENT mindspore)
+
+    install(FILES ${icu4c_LIBPATH}/libicuuc.so.67.1
+      DESTINATION ${INSTALL_LIB_DIR} RENAME libicuuc.so.67 COMPONENT mindspore)
+    install(FILES ${icu4c_LIBPATH}/libicudata.so.67.1
+      DESTINATION ${INSTALL_LIB_DIR} RENAME libicudata.so.67 COMPONENT mindspore)
+    install(FILES ${icu4c_LIBPATH}/libicui18n.so.67.1
+      DESTINATION ${INSTALL_LIB_DIR} RENAME libicui18n.so.67 COMPONENT mindspore)
 endif()
 
 if(ENABLE_CPU)
     if(CMAKE_SYSTEM_NAME MATCHES "Linux")
-        file(GLOB_RECURSE DNNL_LIB_LIST ${onednn_LIBPATH}/libdnnl${CMAKE_SHARED_LIBRARY_SUFFIX}*)
+        install(FILES ${onednn_LIBPATH}/libdnnl.so.2.2
+          DESTINATION ${INSTALL_LIB_DIR} RENAME libdnnl.so.2 COMPONENT mindspore)
     elseif(CMAKE_SYSTEM_NAME MATCHES "Darwin")
         file(GLOB_RECURSE DNNL_LIB_LIST ${onednn_LIBPATH}/libdnnl*${CMAKE_SHARED_LIBRARY_SUFFIX}*)
-    elseif(CMAKE_SYSTEM_NAME MATCHES "Windows")
-        file(GLOB_RECURSE DNNL_LIB_LIST ${onednn_LIBPATH}/dnnl.dll)
+        install(
+            FILES ${DNNL_LIB_LIST}
+            DESTINATION ${INSTALL_LIB_DIR}
+            COMPONENT mindspore
+        )
     endif()
-    install(
-        FILES ${DNNL_LIB_LIST}
-        DESTINATION ${INSTALL_LIB_DIR}
-        COMPONENT mindspore
-    )
     install(
         TARGETS nnacl
         DESTINATION ${INSTALL_LIB_DIR}
@@ -211,13 +176,6 @@ if(ENABLE_CPU AND NOT WIN32)
     )
 endif()
 
-if(ENABLE_TESTCASES)
-    file(GLOB_RECURSE LIBEVENT_LIB_LIST
-            ${libevent_LIBPATH}/libevent*
-            ${libevent_LIBPATH}/libevent_pthreads*
-    )
-endif()
-
 if(NOT ENABLE_GE)
     if(ENABLE_D OR ENABLE_ACL)
         if(DEFINED ENV{ASCEND_CUSTOM_PATH})
@@ -245,7 +203,6 @@ if(NOT ENABLE_GE)
             FILES
                 ${CMAKE_BINARY_DIR}/graphengine/metadef/graph/libgraph.so
                 ${CMAKE_SOURCE_DIR}/build/graphengine/c_sec/lib/libc_sec.so
-                ${LIBEVENT_LIB_LIST}
             DESTINATION ${INSTALL_LIB_DIR}
             COMPONENT mindspore
         )
diff --git a/cmake/package_acl.cmake b/cmake/package_tar.cmake
similarity index 100%
rename from cmake/package_acl.cmake
rename to cmake/package_tar.cmake
diff --git a/cmake/package_win.cmake b/cmake/package_win.cmake
new file mode 100644
index 00000000000..038fcf7f391
--- /dev/null
+++ b/cmake/package_win.cmake
@@ -0,0 +1,235 @@
+# include dependency
+include(CMakePackageConfigHelpers)
+include(GNUInstallDirs)
+
+# set package information
+set(CPACK_PACKAGE_NAME ${PROJECT_NAME})
+set(CPACK_GENERATOR "External")
+set(CPACK_CMAKE_GENERATOR "Ninja")
+set(CPACK_EXTERNAL_PACKAGE_SCRIPT ${CMAKE_SOURCE_DIR}/cmake/package_script.cmake)
+set(CPACK_EXTERNAL_ENABLE_STAGING true)
+set(CPACK_TEMPORARY_PACKAGE_FILE_NAME ${CMAKE_SOURCE_DIR}/build/package/mindspore)
+set(CPACK_TEMPORARY_INSTALL_DIRECTORY ${CMAKE_SOURCE_DIR}/build/package/mindspore)
+
+if(ENABLE_GPU)
+  set(CPACK_MS_BACKEND "ms")
+  set(CPACK_MS_TARGET "gpu or cpu")
+  set(CPACK_MS_PACKAGE_NAME "mindspore-gpu")
+elseif(ENABLE_CPU)
+  set(CPACK_MS_BACKEND "ms")
+  set(CPACK_MS_TARGET "cpu")
+  set(CPACK_MS_PACKAGE_NAME "mindspore")
+else()
+  set(CPACK_MS_BACKEND "debug")
+  set(CPACK_MS_TARGET "ascend or gpu or cpu")
+  set(CPACK_MS_PACKAGE_NAME "mindspore")
+endif()
+include(CPack)
+
+# set install path
+set(INSTALL_LIB_DIR ${CMAKE_INSTALL_LIBDIR} CACHE PATH "Installation directory for libraries")
+set(INSTALL_PY_DIR ".")
+set(INSTALL_BASE_DIR ".")
+set(INSTALL_BIN_DIR "bin")
+set(INSTALL_CFG_DIR "config")
+
+set(INSTALL_LIB_DIR ".")
+set(onednn_LIBPATH ${onednn_LIBPATH}/../bin/)
+set(glog_LIBPATH ${glog_LIBPATH}/../bin/)
+set(opencv_LIBPATH ${opencv_LIBPATH}/../bin/)
+set(jpeg_turbo_LIBPATH ${jpeg_turbo_LIBPATH}/../bin/)
+set(sqlite_LIBPATH ${sqlite_LIBPATH}/../bin/)
+set(tinyxml2_LIBPATH ${tinyxml2_LIBPATH}/../bin/)
+
+message("offline debugger does not support windows system temporarily")
+
+# set package files
+install(
+  TARGETS _c_expression
+  DESTINATION ${INSTALL_BASE_DIR}
+  COMPONENT mindspore
+)
+
+install(
+  TARGETS mindspore_shared_lib
+  DESTINATION ${INSTALL_LIB_DIR}
+  COMPONENT mindspore
+)
+
+install(
+  TARGETS mindspore_gvar
+  DESTINATION ${INSTALL_LIB_DIR}
+  COMPONENT mindspore
+)
+
+if(USE_GLOG)
+  file(GLOB_RECURSE GLOG_LIB_LIST ${glog_LIBPATH}/libmindspore_glog.dll)
+  install(
+    FILES ${GLOG_LIB_LIST}
+    DESTINATION ${INSTALL_LIB_DIR}
+    COMPONENT mindspore
+  )
+endif()
+
+if(ENABLE_MINDDATA)
+  message("icu4c does not support windows system temporarily")
+  install(
+    TARGETS _c_dataengine _c_mindrecord
+    DESTINATION ${INSTALL_BASE_DIR}
+    COMPONENT mindspore
+  )
+
+  file(GLOB_RECURSE OPENCV_LIB_LIST
+    ${opencv_LIBPATH}/libopencv_core*
+    ${opencv_LIBPATH}/libopencv_imgcodecs*
+    ${opencv_LIBPATH}/libopencv_imgproc*
+    )
+  install(
+    FILES ${OPENCV_LIB_LIST}
+    DESTINATION ${INSTALL_LIB_DIR}
+    COMPONENT mindspore
+  )
+  file(GLOB_RECURSE TINYXML2_LIB_LIST ${tinyxml2_LIBPATH}/libtinyxml2.dll)
+  install(
+    FILES ${TINYXML2_LIB_LIST}
+    DESTINATION ${INSTALL_LIB_DIR}
+    COMPONENT mindspore
+  )
+endif()
+
+if(ENABLE_CPU)
+  file(GLOB_RECURSE DNNL_LIB_LIST ${onednn_LIBPATH}/dnnl.dll)
+  install(
+    FILES ${DNNL_LIB_LIST}
+    DESTINATION ${INSTALL_LIB_DIR}
+    COMPONENT mindspore
+  )
+  install(
+    TARGETS nnacl
+    DESTINATION ${INSTALL_LIB_DIR}
+    COMPONENT mindspore
+  )
+endif()
+
+if(ENABLE_MPI)
+  if(ENABLE_GPU)
+    install(
+      TARGETS _ms_mpi
+      DESTINATION ${INSTALL_BASE_DIR}
+      COMPONENT mindspore
+    )
+  endif()
+  if(ENABLE_CPU)
+    install(
+      TARGETS mpi_adapter
+      DESTINATION ${INSTALL_LIB_DIR}
+      COMPONENT mindspore
+    )
+  endif()
+endif()
+
+if(ENABLE_GPU)
+  if(ENABLE_MPI)
+    install(
+      TARGETS gpu_collective
+      DESTINATION ${INSTALL_LIB_DIR}
+      COMPONENT mindspore
+    )
+  endif()
+  install(
+    TARGETS gpu_queue
+    DESTINATION ${INSTALL_LIB_DIR}
+    COMPONENT mindspore
+  )
+endif()
+
+get_filename_component(CXX_DIR ${CMAKE_CXX_COMPILER} PATH)
+file(GLOB CXX_LIB_LIST ${CXX_DIR}/*.dll)
+
+string(REPLACE "\\" "/" SystemRoot $ENV{SystemRoot})
+file(GLOB VC_LIB_LIST ${SystemRoot}/System32/msvcp140.dll ${SystemRoot}/System32/vcomp140.dll)
+
+file(GLOB JPEG_LIB_LIST ${jpeg_turbo_LIBPATH}/*.dll)
+file(GLOB SQLITE_LIB_LIST ${sqlite_LIBPATH}/*.dll)
+install(
+  FILES ${CXX_LIB_LIST} ${JPEG_LIB_LIST} ${SQLITE_LIB_LIST} ${VC_LIB_LIST}
+  DESTINATION ${INSTALL_LIB_DIR}
+  COMPONENT mindspore
+)
+
+# set python files
+file(GLOB MS_PY_LIST ${CMAKE_SOURCE_DIR}/mindspore/*.py)
+install(
+  FILES ${MS_PY_LIST}
+  DESTINATION ${INSTALL_PY_DIR}
+  COMPONENT mindspore
+)
+
+install(
+  DIRECTORY
+  ${CMAKE_SOURCE_DIR}/mindspore/nn
+  ${CMAKE_SOURCE_DIR}/mindspore/_extends
+  ${CMAKE_SOURCE_DIR}/mindspore/parallel
+  ${CMAKE_SOURCE_DIR}/mindspore/mindrecord
+  ${CMAKE_SOURCE_DIR}/mindspore/numpy
+  ${CMAKE_SOURCE_DIR}/mindspore/train
+  ${CMAKE_SOURCE_DIR}/mindspore/common
+  ${CMAKE_SOURCE_DIR}/mindspore/ops
+  ${CMAKE_SOURCE_DIR}/mindspore/communication
+  ${CMAKE_SOURCE_DIR}/mindspore/profiler
+  ${CMAKE_SOURCE_DIR}/mindspore/explainer
+  ${CMAKE_SOURCE_DIR}/mindspore/compression
+  ${CMAKE_SOURCE_DIR}/mindspore/run_check
+  DESTINATION ${INSTALL_PY_DIR}
+  COMPONENT mindspore
+)
+
+if((ENABLE_D OR ENABLE_GPU) AND ENABLE_AKG)
+  set (AKG_PATH ${CMAKE_SOURCE_DIR}/build/mindspore/akg)
+  file(REMOVE_RECURSE ${AKG_PATH}/_akg)
+  file(MAKE_DIRECTORY ${AKG_PATH}/_akg)
+  file(TOUCH ${AKG_PATH}/_akg/__init__.py)
+  install(DIRECTORY "${AKG_PATH}/akg" DESTINATION "${AKG_PATH}/_akg")
+  install(
+    DIRECTORY
+    ${AKG_PATH}/_akg
+    DESTINATION ${INSTALL_PY_DIR}/
+    COMPONENT mindspore
+  )
+endif()
+
+if(EXISTS ${CMAKE_SOURCE_DIR}/mindspore/dataset)
+  install(
+    DIRECTORY ${CMAKE_SOURCE_DIR}/mindspore/dataset
+    DESTINATION ${INSTALL_PY_DIR}
+    COMPONENT mindspore
+  )
+endif()
+
+## Public header files
+install(
+  DIRECTORY ${CMAKE_SOURCE_DIR}/include
+  DESTINATION ${INSTALL_BASE_DIR}
+  COMPONENT mindspore
+)
+
+## Public header files for minddata
+install(
+  FILES ${CMAKE_SOURCE_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/config.h
+  ${CMAKE_SOURCE_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/constants.h
+  ${CMAKE_SOURCE_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/execute.h
+  ${CMAKE_SOURCE_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/text.h
+  ${CMAKE_SOURCE_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/transforms.h
+  ${CMAKE_SOURCE_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/vision.h
+  ${CMAKE_SOURCE_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/vision_lite.h
+  ${CMAKE_SOURCE_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/vision_ascend.h
+  DESTINATION ${INSTALL_BASE_DIR}/include/dataset
+  COMPONENT mindspore
+)
+
+## config files
+install(
+  FILES ${CMAKE_SOURCE_DIR}/config/op_info.config
+  DESTINATION ${INSTALL_CFG_DIR}
+  COMPONENT mindspore
+)