diff --git a/cmake/package.cmake b/cmake/package.cmake
index a57b8a130f7f7fc563d97ed91d6a957c9397d42b..e5b4a75dc9d1d3aa96bb53ede354ec25d0b2cf34 100644
--- a/cmake/package.cmake
+++ b/cmake/package.cmake
@@ -52,6 +52,12 @@ install(
     COMPONENT mindspore
 )
 
+install(
+        TARGETS mindspore_gvar
+        DESTINATION ${INSTALL_LIB_DIR}
+        COMPONENT mindspore
+)
+
 if (USE_GLOG)
     file(GLOB_RECURSE GLOG_LIB_LIST ${glog_LIBPATH}/libglog*)
     install(
diff --git a/mindspore/ccsrc/CMakeLists.txt b/mindspore/ccsrc/CMakeLists.txt
index c7b8e9f467e895c37a5d1ba9b81488924c8c3b35..7409981f3a05257c66c19003366d0d62ccb2d559 100644
--- a/mindspore/ccsrc/CMakeLists.txt
+++ b/mindspore/ccsrc/CMakeLists.txt
@@ -235,6 +235,7 @@ set_target_properties(_c_expression PROPERTIES INSTALL_RPATH ${ORIGIN_PATH})
 
 if (CMAKE_SYSTEM_NAME MATCHES "Windows")
     target_link_libraries(mindspore mindspore::pybind11_module)
+    target_link_libraries(mindspore mindspore_gvar)
     target_link_libraries(_c_expression PRIVATE -Wl,--whole-archive mindspore -Wl,--no-whole-archive)
 else ()
     if (ENABLE_CPU AND (ENABLE_D OR ENABLE_GPU))
@@ -245,6 +246,7 @@ else ()
     endif()
     target_link_libraries(_c_expression PRIVATE -Wl,--whole-archive mindspore -Wl,--no-whole-archive)
     target_link_libraries(_c_expression PRIVATE mindspore::pybind11_module)
+    target_link_libraries(_c_expression PRIVATE mindspore_gvar)
 endif ()
 
 if (USE_GLOG)
@@ -288,7 +290,7 @@ add_library(inference SHARED
         ${LOAD_ONNX_SRC}
         )
 target_link_libraries(inference PRIVATE ${PYTHON_LIBRARIES} ${SECUREC_LIBRARY}
-        -Wl,--whole-archive mindspore -Wl,--no-whole-archive mindspore::protobuf)
+        -Wl,--whole-archive mindspore -Wl,--no-whole-archive mindspore_gvar mindspore::protobuf)
 
 if (ENABLE_CPU)
     target_link_libraries(inference PRIVATE mindspore::dnnl mindspore::mkldnn)
diff --git a/mindspore/ccsrc/minddata/dataset/CMakeLists.txt b/mindspore/ccsrc/minddata/dataset/CMakeLists.txt
index a13121d5888aa9db5b568e8b5d6f0a9cacdadf5c..81032180b69cf6fa80ef83063fb700afc712e841 100644
--- a/mindspore/ccsrc/minddata/dataset/CMakeLists.txt
+++ b/mindspore/ccsrc/minddata/dataset/CMakeLists.txt
@@ -126,7 +126,7 @@ endif()
 ######################################################################
 
 ################# Link with external libraries ########################
-target_link_libraries(_c_dataengine PRIVATE mindspore)
+target_link_libraries(_c_dataengine PRIVATE mindspore mindspore_gvar)
 if (${CMAKE_SYSTEM_NAME} MATCHES "Windows")
     if (ENABLE_PYTHON)
         target_link_libraries(_c_dataengine PRIVATE mindspore::pybind11_module ${PYTHON_LIBRARIES} mindspore::protobuf ${SECUREC_LIBRARY})  
diff --git a/mindspore/ccsrc/minddata/mindrecord/CMakeLists.txt b/mindspore/ccsrc/minddata/mindrecord/CMakeLists.txt
index 5bd3752d6b373c9437e86331c2274528d4142681..4b2a30c9f1f95c62d331cda6697569d3006c858f 100644
--- a/mindspore/ccsrc/minddata/mindrecord/CMakeLists.txt
+++ b/mindspore/ccsrc/minddata/mindrecord/CMakeLists.txt
@@ -28,9 +28,9 @@ set_target_properties(_c_mindrecord PROPERTIES
 
 # add link library
 if (${CMAKE_SYSTEM_NAME} MATCHES "Windows")
-    target_link_libraries(_c_mindrecord PRIVATE mindspore::sqlite mindspore mindspore::protobuf)
+    target_link_libraries(_c_mindrecord PRIVATE mindspore::sqlite mindspore mindspore_gvar mindspore::protobuf)
 else()
-    target_link_libraries(_c_mindrecord PRIVATE mindspore::sqlite ${PYTHON_LIB} ${SECUREC_LIBRARY} mindspore mindspore::protobuf)
+    target_link_libraries(_c_mindrecord PRIVATE mindspore::sqlite ${PYTHON_LIB} ${SECUREC_LIBRARY} mindspore mindspore_gvar mindspore::protobuf)
 endif()
 
 if (USE_GLOG)
diff --git a/mindspore/core/CMakeLists.txt b/mindspore/core/CMakeLists.txt
index 609fc7ac75be4c75fe88a907f7b9a24598dd2780..8e018df2e45d09346cefe7b9ea332019fe05507c 100644
--- a/mindspore/core/CMakeLists.txt
+++ b/mindspore/core/CMakeLists.txt
@@ -1,6 +1,7 @@
 include_directories(${CMAKE_CURRENT_SOURCE_DIR})
 include_directories(${CMAKE_BINARY_DIR})
 include_directories(${CMAKE_SOURCE_DIR}/mindspore/core)
+add_subdirectory(gvar)
 message("************build core***************")
 
 if (CMAKE_SYSTEM_NAME MATCHES "Windows")
@@ -14,10 +15,10 @@ file(GLOB_RECURSE CORE_SRC_LIST RELATIVE ${CMAKE_CURRENT_SOURCE_DIR}
         "c_ops/*.cc"
         "ir/*.cc"
         "utils/*.cc"
-        "gvar/*.cc"
 )
 set_property(SOURCE ${CORE_SRC_LIST} PROPERTY COMPILE_DEFINITIONS SUBMODULE_ID=mindspore::SubModuleId::SM_CORE)
 add_library(mindspore_core STATIC ${CORE_SRC_LIST})
+target_link_libraries(mindspore_core PRIVATE mindspore_gvar)
 if (USE_GLOG)
     target_link_libraries(mindspore_core PRIVATE mindspore::glog)
 endif ()
diff --git a/mindspore/core/gvar/CMakeLists.txt b/mindspore/core/gvar/CMakeLists.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26ff5ff870c25df441ed5afeaad8e7bb850015c8
--- /dev/null
+++ b/mindspore/core/gvar/CMakeLists.txt
@@ -0,0 +1,11 @@
+file(GLOB_RECURSE MS_GVAR_SRC_LIST RELATIVE ${CMAKE_CURRENT_SOURCE_DIR} *.cc)
+set_property(SOURCE ${MS_GVAR_SRC_LIST} PROPERTY COMPILE_DEFINITIONS SUBMODULE_ID=mindspore::SubModuleId::SM_COMMON)
+if (CMAKE_SYSTEM_NAME MATCHES "Windows")
+    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-attributes -DHAVE_SNPRINTF")
+    add_compile_definitions(BUILDING_DLL)
+endif()
+
+add_library(mindspore_gvar SHARED ${MS_GVAR_SRC_LIST})
+if (APPLE)
+    set_target_properties(mindspore_gvar PROPERTIES MACOSX_RPATH ON)
+endif ()
\ No newline at end of file
diff --git a/serving/CMakeLists.txt b/serving/CMakeLists.txt
index 91a9cd678a2e31b385006801fb3a5fbf3fe0c914..8b60168228a41bd6ba784cbc5f646f3c1f919a1e 100644
--- a/serving/CMakeLists.txt
+++ b/serving/CMakeLists.txt
@@ -110,5 +110,5 @@ if (ENABLE_ACL)
     target_link_libraries(ms_serving ${ALC_LIB_SO})
     target_link_libraries(ms_serving jpeg_turbo::jpeg)
 else ()
-    target_link_libraries(ms_serving inference)
+    target_link_libraries(ms_serving inference mindspore_gvar)
 endif ()
diff --git a/tests/ut/cpp/CMakeLists.txt b/tests/ut/cpp/CMakeLists.txt
index 3d2c29d06779c817a3071dde6085e7548a6391d7..eddf8f66ba12b4731eb2f0bb559cdacf23fed756 100644
--- a/tests/ut/cpp/CMakeLists.txt
+++ b/tests/ut/cpp/CMakeLists.txt
@@ -180,12 +180,12 @@ if (ENABLE_GE)
 endif()
 
 if (CMAKE_SYSTEM_NAME MATCHES "Linux")
-    target_link_libraries(ut_tests PRIVATE mindspore::gtest ${PYTHON_LIBRARIES} pthread util dl)
+    target_link_libraries(ut_tests PRIVATE mindspore::gtest mindspore_gvar ${PYTHON_LIBRARIES} pthread util dl)
     if (ENABLE_MINDDATA)
         target_link_libraries(ut_tests PRIVATE _c_dataengine _c_mindrecord)
     endif()
 else()
-    target_link_libraries(ut_tests PRIVATE mindspore::gtest  ${PYTHON_LIBRARIES})
+    target_link_libraries(ut_tests PRIVATE mindspore::gtest mindspore_gvar ${PYTHON_LIBRARIES})
 endif()
 if (USE_GLOG)
     target_link_libraries(ut_tests PRIVATE mindspore::glog)