diff --git a/.gitignore b/.gitignore
index 52c3e2fb73c..9bbd42ed631 100644
--- a/.gitignore
+++ b/.gitignore
@@ -94,6 +94,8 @@ test_temp_summary_event_file/
 .clangd
 mindspore/version.py
 mindspore/default_config.py
+mindspore/device_target.py
+mindspore/package_name.py
 mindspore/.commit_id
 
 # lite test file
diff --git a/cmake/package.cmake b/cmake/package.cmake
index 9f7a2410113..1e0bc752b5c 100644
--- a/cmake/package.cmake
+++ b/cmake/package.cmake
@@ -11,18 +11,23 @@ set(CPACK_TEMPORARY_PACKAGE_FILE_NAME ${CMAKE_SOURCE_DIR}/build/package/mindspor
 set(CPACK_TEMPORARY_INSTALL_DIRECTORY ${CMAKE_SOURCE_DIR}/build/package/mindspore)
 if (ENABLE_GE)
     set(CPACK_MS_BACKEND "ge")
+    set(CPACK_MS_TARGET "ascend-cpu")
     set(CPACK_MS_PACKAGE_NAME "mindspore")
 elseif (ENABLE_GPU)
     set(CPACK_MS_BACKEND "ms")
+    set(CPACK_MS_TARGET "gpu-cpu")
     set(CPACK_MS_PACKAGE_NAME "mindspore-gpu")
 elseif (ENABLE_D)
     set(CPACK_MS_BACKEND "ms")
+    set(CPACK_MS_TARGET "ascend-cpu")
     set(CPACK_MS_PACKAGE_NAME "mindspore-ascend")
 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-gpu-cpu")
     set(CPACK_MS_PACKAGE_NAME "mindspore")
 endif ()
 include(CPack)
diff --git a/cmake/package_script.cmake b/cmake/package_script.cmake
index 0ade0af696f..89b586ed4a5 100644
--- a/cmake/package_script.cmake
+++ b/cmake/package_script.cmake
@@ -61,6 +61,7 @@ execute_process(
 string(REPLACE " " "" GIT_COMMIT_ID ${GIT_COMMIT_ID})
 
 set(ENV{BACKEND_POLICY} ${CPACK_MS_BACKEND})
+set(ENV{BACKEND_TARGET} ${CPACK_MS_TARGET})
 set(ENV{MS_PACKAGE_NAME} ${CPACK_MS_PACKAGE_NAME})
 set(ENV{COMMIT_ID} ${GIT_COMMIT_ID})
 
diff --git a/mindspore/__init__.py b/mindspore/__init__.py
index 593597cc3f0..b5085c01a73 100755
--- a/mindspore/__init__.py
+++ b/mindspore/__init__.py
@@ -14,6 +14,7 @@
 # ============================================================================
 """MindSpore package."""
 
+from ._version_check import check_version_and_env_config
 from . import common, train
 from .common import *
 from .ops import _op_impl
diff --git a/mindspore/_version_check.py b/mindspore/_version_check.py
new file mode 100644
index 00000000000..6fa691bdb1e
--- /dev/null
+++ b/mindspore/_version_check.py
@@ -0,0 +1,256 @@
+# Copyright 2020 Huawei Technologies Co., Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ============================================================================
+"""version and config check"""
+import os
+import sys
+from pathlib import Path
+from abc import abstractmethod, ABCMeta
+from packaging import version
+from . import log as logger
+from .version import __version__
+from .package_name import __package_name__
+
+
+class EnvChecker(metaclass=ABCMeta):
+    """basic class for environment check"""
+
+    @abstractmethod
+    def check_env(self, e):
+        pass
+
+    @abstractmethod
+    def set_env(self):
+        pass
+
+    @abstractmethod
+    def check_version(self):
+        pass
+
+
+class GPUEnvChecker(EnvChecker):
+    """gpu environment check"""
+
+    def __init__(self):
+        self.version = ["10.1"]
+        self.cuda_path = "/usr/local/cuda"
+        if os.path.exists(self.cuda_path):
+            # cuda default path
+            self.cuda_bin = self.cuda_path + "/bin"
+            self.cuda_lib = self.cuda_path + "/lib64"
+            self.cuda_version = self.cuda_path + "/version.txt"
+        else:
+            # custom or unknown environment
+            self.cuda_path = ""
+            self.cuda_bin = ""
+            self.cuda_lib = ""
+            self.cuda_version = ""
+
+        # env
+        self.path = os.getenv("PATH")
+        self.ld_lib_path = os.getenv("LD_LIBRARY_PATH")
+
+        # check
+        self.path_check = "/cuda"
+        self.ld_lib_path_check = "/cuda"
+        self.v = "0"
+
+    def check_env(self, e):
+        self._check_env()
+        raise e
+
+    def set_env(self):
+        if not self.cuda_bin:
+            self._check_env()
+            return
+
+        if Path(self.cuda_bin).is_dir():
+            os.environ['PATH'] = self.cuda_bin + ":" + os.environ['PATH']
+        else:
+            raise EnvironmentError(
+                f"No such directory: {self.cuda_bin}, please check if cuda is installed correctly.")
+
+    def check_version(self):
+        v = self._read_version(self.cuda_version)
+        if not Path(self.cuda_version).is_file():
+            logger.warning("Using custom cuda path, cuda version checking is skiped, please make sure "
+                           "Ascend 910 AI software package version is supported, you can reference to the installation "
+                           "guidelines https://www.mindspore.cn/install")
+            return
+
+        v = version.parse(v)
+        v_str = str(v.major) + "." + str(v.minor)
+        if v_str not in self.version:
+            raise EnvironmentError(f"MindSpore version {__version__} and cuda version {v_str} does not match, "
+                                   "reference to the match info on: https://www.mindspore.cn/install")
+
+    def _check_env(self):
+        """gpu cuda path check"""
+        if self.path is None or self.path_check not in self.path:
+            logger.warning("Can not find nvcc compiler(need by mindspore-gpu), please check if you have set env "
+                           "PATH, you can reference to the installation guidelines https://www.mindspore.cn/install")
+
+        if self.ld_lib_path is None or self.ld_lib_path_check not in self.ld_lib_path:
+            logger.warning("Can not find cuda so(need by mindspore-gpu), please check if you have set env "
+                           "LD_LIBRARY_PATH, you can reference to the installation guidelines "
+                           "https://www.mindspore.cn/install")
+
+    def _read_version(self, file_path):
+        """get gpu version info"""
+        with open(file_path, 'r') as f:
+            all_info = f.readlines()
+            for line in all_info:
+                if line.startswith("CUDA Version"):
+                    self.v = line.strip().split("CUDA Version")[1]
+                    return self.v
+        return self.v
+
+
+class AscendEnvChecker(EnvChecker):
+    """ascend environment check"""
+
+    def __init__(self):
+        self.version = ["1.75.T15.0.B150"]
+        atlas_fwk_version = "/usr/local/Ascend/nnae/latest/fwkacllib/version.info"
+        hisi_fwk_version = "/usr/local/Ascend/fwkacllib/version.info"
+        if os.path.exists(atlas_fwk_version):
+            # atlas default path
+            self.fwk_path = "/usr/local/Ascend/nnae/latest/fwkacllib"
+            self.op_impl_path = "/usr/local/Ascend/nnae/latest/opp/op_impl/built-in/ai_core/tbe"
+            self.tbe_path = self.fwk_path + "/lib64"
+            self.cce_path = self.fwk_path + "/ccec_compiler/bin"
+            self.fwk_version = atlas_fwk_version
+        elif os.path.exists(hisi_fwk_version):
+            # hisi default path
+            self.fwk_path = "/usr/local/Ascend/fwkacllib"
+            self.op_impl_path = "/usr/local/Ascend/opp/op_impl/built-in/ai_core/tbe"
+            self.tbe_path = self.fwk_path + "/lib64"
+            self.cce_path = self.fwk_path + "/ccec_compiler/bin"
+            self.fwk_version = hisi_fwk_version
+        else:
+            # custom or unknown environment
+            self.fwk_path = ""
+            self.op_impl_path = ""
+            self.tbe_path = ""
+            self.cce_path = ""
+            self.fwk_version = ""
+
+        # env
+        self.path = os.getenv("PATH")
+        self.python_path = os.getenv("PYTHONPATH")
+        self.ld_lib_path = os.getenv("LD_LIBRARY_PATH")
+
+        # check content
+        self.path_check = "/fwkacllib/ccec_compiler/bin/"
+        self.python_path_check = "opp/op_impl/built_in/ai_core/tbe/"
+        self.ld_lib_path_check_fwk = "/fwkacllib/lib64/"
+        self.ld_lib_path_check_addons = "/add-ons/"
+        self.v = ""
+
+    def check_env(self, e):
+        self._check_env()
+        raise e
+
+    def check_version(self):
+        if not Path(self.fwk_version).is_file():
+            logger.warning("Using custom Ascend 910 AI software package path, package version checking is skiped, "
+                           "please make sure Ascend 910 AI software package version is supported, you can reference to "
+                           "the installation guidelines https://www.mindspore.cn/install")
+            return
+
+        v = self._read_version(self.fwk_version)
+        if v not in self.version:
+            raise EnvironmentError(
+                f"MindSpore version {__version__} and Ascend 910 AI software package version {v} does not "
+                "match, reference to the match info on: https://www.mindspore.cn/install")
+
+    def set_env(self):
+        if not self.tbe_path:
+            self._check_env()
+            return
+
+        try:
+            # pylint: disable=unused-import
+            import te
+        except RuntimeError:
+            if Path(self.tbe_path).is_dir():
+                os.environ['LD_LIBRARY_PATH'] = self.tbe_path
+            else:
+                raise EnvironmentError(
+                    f"No such directory: {self.tbe_path}, Please check if Ascend 910 AI software package is "
+                    "installed correctly.")
+
+        if Path(self.op_impl_path).is_dir():
+            sys.path.append(self.op_impl_path)
+        else:
+            raise EnvironmentError(
+                f"No such directory: {self.op_impl_path}, Please check if Ascend 910 AI software package is "
+                "installed correctly.")
+
+        if Path(self.cce_path).is_dir():
+            os.environ['PATH'] = self.cce_path + ":" + os.environ['PATH']
+        else:
+            raise EnvironmentError(
+                f"No such directory: {self.cce_path}, Please check if Ascend 910 AI software package is "
+                "installed correctly.")
+
+    def _check_env(self):
+        """ascend dependence path check"""
+        if self.path is None or self.path_check not in self.path:
+            logger.warning("Can not find ccec_compiler(need by mindspore-ascend), please check if you have set env "
+                           "PATH, you can reference to the installation guidelines https://www.mindspore.cn/install")
+
+        if self.python_path is None or self.python_path_check not in self.python_path:
+            logger.warning(
+                "Can not find tbe op implement(need by mindspore-ascend), please check if you have set env "
+                "PYTHONPATH, you can reference to the installation guidelines "
+                "https://www.mindspore.cn/install")
+
+        if self.ld_lib_path is None or not (self.ld_lib_path_check_fwk in self.ld_lib_path and
+                                            self.ld_lib_path_check_addons in self.ld_lib_path):
+            logger.warning("Can not find driver so(need by mindspore-ascend), please check if you have set env "
+                           "LD_LIBRARY_PATH, you can reference to the installation guidelines "
+                           "https://www.mindspore.cn/install")
+
+    def _read_version(self, file_path):
+        """get ascend version info"""
+        with open(file_path, 'r') as f:
+            all_info = f.readlines()
+            for line in all_info:
+                if line.startswith("Version="):
+                    self.v = line.strip().split("=")[1]
+                    return self.v
+        return self.v
+
+def check_version_and_env_config():
+    """check version and env config"""
+    if __package_name__.lower() == "mindspore-ascend":
+        env_checker = AscendEnvChecker()
+    elif __package_name__.lower() == "mindspore-gpu":
+        env_checker = GPUEnvChecker()
+    else:
+        logger.info(f"Package version {__package_name__} does not need to check any environment variable, skipping.")
+        return
+
+    try:
+        # pylint: disable=unused-import
+        from . import _c_expression
+        # check version of ascend site or cuda
+        env_checker.check_version()
+
+        env_checker.set_env()
+    except ImportError as e:
+        env_checker.check_env(e)
+
+check_version_and_env_config()
diff --git a/mindspore/ccsrc/CMakeLists.txt b/mindspore/ccsrc/CMakeLists.txt
index 4ab486a3379..e917c4f5cbe 100644
--- a/mindspore/ccsrc/CMakeLists.txt
+++ b/mindspore/ccsrc/CMakeLists.txt
@@ -255,9 +255,16 @@ elseif (CMAKE_SYSTEM_NAME MATCHES "Windows")
 else ()
     MESSAGE(FATAL_ERROR "other platform: ${CMAKE_SYSTEM_NAME}")
 endif ()
+set(MINDSPORE_RPATH ${ORIGIN_PATH}/lib)
+if (ENABLE_D)
+    set(MINDSPORE_RPATH ${MINDSPORE_RPATH}:/usr/local/Ascend/nnae/latest/fwkacllib/lib64)
+    set(MINDSPORE_RPATH ${MINDSPORE_RPATH}:/usr/local/Ascend/fwkacllib/lib64)
+    set(MINDSPORE_RPATH ${MINDSPORE_RPATH}:/usr/local/Ascend/add-ons)
+elseif (ENABLE_GPU)
+    set(MINDSPORE_RPATH ${MINDSPORE_RPATH}:/usr/local/cuda/lib64)
+endif ()
 
-set(ORIGIN_PATH ${ORIGIN_PATH}/lib)
-set_target_properties(_c_expression PROPERTIES INSTALL_RPATH ${ORIGIN_PATH})
+set_target_properties(_c_expression PROPERTIES INSTALL_RPATH ${MINDSPORE_RPATH})
 
 if (CMAKE_SYSTEM_NAME MATCHES "Windows")
     target_link_libraries(mindspore mindspore::pybind11_module)
@@ -293,7 +300,7 @@ if (ENABLE_GPU)
                           ${CUDA_PATH}/lib64/stubs/libcuda.so
                           ${CUDA_PATH}/lib64/libcusolver.so)
     if (ENABLE_MPI)
-        set_target_properties(_ms_mpi PROPERTIES INSTALL_RPATH ${ORIGIN_PATH})
+        set_target_properties(_ms_mpi PROPERTIES INSTALL_RPATH ${MINDSPORE_RPATH})
     endif()
 endif ()
 
diff --git a/mindspore/context.py b/mindspore/context.py
index ebdd79f5657..0d97bcb0edd 100644
--- a/mindspore/context.py
+++ b/mindspore/context.py
@@ -27,6 +27,8 @@ from mindspore._checkparam import args_type_check
 from mindspore.parallel._auto_parallel_context import _set_auto_parallel_context, _get_auto_parallel_context, \
     _reset_auto_parallel_context
 from mindspore.parallel._ps_context import _set_ps_context, _get_ps_context, _reset_ps_context
+from .device_target import __device_target__
+from .package_name import __package_name__
 
 __all__ = ['GRAPH_MODE', 'PYNATIVE_MODE', 'set_context', 'get_context', 'set_auto_parallel_context',
            'get_auto_parallel_context', 'reset_auto_parallel_context', 'ParallelMode', 'set_ps_context',
@@ -560,6 +562,10 @@ def set_context(**kwargs):
     # set device target first
     if 'device_target' in kwargs:
         ctx.set_device_target(kwargs['device_target'])
+        device = kwargs['device_target']
+        if not device.lower() in __device_target__:
+            raise ValueError(f"Error, package type {__package_name__} support device type {__device_target__}, "
+                             f"but got device target {device}")
     device = ctx.get_param(ms_ctx_param.device_target)
     for key, value in kwargs.items():
         if not _check_target_specific_cfgs(device, key):
diff --git a/requirements.txt b/requirements.txt
index 18d5c6069df..a9ed29486b3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -15,3 +15,4 @@ sklearn >= 0.0              # for st test
 pandas >= 1.0.2             # for ut test
 bs4
 astunparse
+packaging
diff --git a/setup.py b/setup.py
index 624cf673e18..64a139f2579 100644
--- a/setup.py
+++ b/setup.py
@@ -26,6 +26,7 @@ from setuptools.command.build_py import build_py
 version = '0.7.0'
 
 backend_policy = os.getenv('BACKEND_POLICY')
+device_target = os.getenv('BACKEND_TARGET')
 commit_id = os.getenv('COMMIT_ID').replace("\n", "")
 package_name = os.getenv('MS_PACKAGE_NAME').replace("\n", "")
 
@@ -54,8 +55,32 @@ def _write_commit_file(file):
     file.write("__commit_id__ = '{}'\n".format(commit_id))
 
 
+def _write_package_name(file):
+    file.write("__package_name__ = '{}'\n".format(package_name))
+
+
+def _write_device_target(file):
+    file.write("__device_target__ = '{}'\n".format(device_target))
+
+
 def build_dependencies():
     """generate python file"""
+    target = os.path.join(pkg_dir, 'mindspore', 'device_target.py')
+    with open(target, 'w') as f:
+        _write_device_target(f)
+
+    target = os.path.join(pwd, 'mindspore', 'device_target.py')
+    with open(target, 'w') as f:
+        _write_device_target(f)
+
+    package_info = os.path.join(pkg_dir, 'mindspore', 'package_name.py')
+    with open(package_info, 'w') as f:
+        _write_package_name(f)
+
+    package_info = os.path.join(pwd, 'mindspore', 'package_name.py')
+    with open(package_info, 'w') as f:
+        _write_package_name(f)
+
     version_file = os.path.join(pkg_dir, 'mindspore', 'version.py')
     with open(version_file, 'w') as f:
         _write_version(f)
@@ -93,7 +118,8 @@ required_package = [
     'sympy >= 1.4',
     'cffi >= 1.13.2',
     'decorator >= 4.4.0',
-    'astunparse >= 1.6.3'
+    'astunparse >= 1.6.3',
+    'packaging'
 ]
 
 package_data = {