diff --git a/mindspore/_extends/parse/namespace.py b/mindspore/_extends/parse/namespace.py
index 8d8b6fd30e..f32abed284 100644
--- a/mindspore/_extends/parse/namespace.py
+++ b/mindspore/_extends/parse/namespace.py
@@ -99,12 +99,19 @@ class ClassMemberNamespace(Namespace):
         obj (Object): A python class object.
     """
     def __init__(self, obj):
+        self.__class_member_namespace__ = True
         label = f'{obj.__module__}..<{obj.__class__.__name__}::{id(obj)}>'
         super().__init__(label, obj)
 
     def __getitem__(self, name):
         d, = self.dicts
+        if name == "self":
+            return d
+        if name == "namespace":
+            return self
         try:
-            return getattr(d, name)
+            if hasattr(d, name):
+                return getattr(d, name)
+            return d.__dict__[name]
         except ValueError:
             raise UnboundLocalError(name)
diff --git a/mindspore/_extends/parse/parser.py b/mindspore/_extends/parse/parser.py
index 9d715fdf53..a69d62869c 100644
--- a/mindspore/_extends/parse/parser.py
+++ b/mindspore/_extends/parse/parser.py
@@ -70,6 +70,7 @@ parse_expr_statement_white_list = (
     "append",
 )
 
+
 def create_slice_obj(start, end, step):
     """Create slice object"""
     return slice(start, end, step)
@@ -201,9 +202,10 @@ def get_object_key(obj):
     if isinstance(obj, types.MethodType):
         method_instance = obj.__self__
         instance_id = "%s_ID%d" % (str(method_instance.__class__.__name__), id(method_instance))
-        obj_id = instance_id + obj_id
+        obj_id = instance_id + obj_id + str(obj.__hash__())
     return obj_id, obj_key
 
+
 def get_default_input(obj):
     if hasattr(obj, '__parameter__'):
         return obj.default_input
@@ -213,6 +215,7 @@ def get_default_input(obj):
         return args
     return obj
 
+
 def is_class_member(node):
     """Check the attr is class member variable."""
     type_ = node.__class__.__name__
@@ -224,10 +227,12 @@ def is_class_member(node):
             return True
     return False
 
+
 def get_obj_id(obj):
     """Get the obj id."""
     return str(id(obj))
 
+
 def get_obj_type(obj):
     """Get the obj type."""
     obj_type = RESOLVE_TYPE_INVALID
@@ -320,6 +325,7 @@ def get_dataclass_methods(cls):
                if isinstance(getattr(cls, name), (types.FunctionType,))}
     return methods
 
+
 class Parser:
     """
     Parser python code to ast tree.
@@ -453,6 +459,28 @@ class Parser:
         logger.debug("ops info = %r", ops_info)
         return ops_info
 
+    def analyze_super(self, father_class_node, subclass_instance):
+        """Analyze super and return a class instance."""
+        father_class = None
+        if father_class_node is None:
+            father_class = type(subclass_instance)
+        if isinstance(father_class_node, ast.Name):
+            father_class_name = getattr(father_class_node, 'id')
+            father_class = self.global_namespace[father_class_name]
+        if isinstance(father_class_node, ast.Attribute):
+            value = getattr(father_class_node, 'value')
+            attr = getattr(father_class_node, 'attr')
+            module_name = getattr(value, 'id')
+            father_class_module = self.global_namespace[module_name]
+            father_class = getattr(father_class_module, attr)
+        if father_class is None:
+            raise ValueError("When call 'super', the father class is None.")
+        if not isinstance(subclass_instance, father_class):
+            raise ValueError("When call 'super', the second arg should be an instance of first arg.")
+
+        target_class_instance = super(father_class, subclass_instance)
+        return target_class_instance
+
     def get_location(self, node):
         """
         Get location of node start and end line no.
diff --git a/mindspore/_extends/parse/resources.py b/mindspore/_extends/parse/resources.py
index e2b83331f5..6c246332ef 100644
--- a/mindspore/_extends/parse/resources.py
+++ b/mindspore/_extends/parse/resources.py
@@ -117,6 +117,7 @@ convert_object_map = {
     T.zip:          C.zip_operation,
     T.print:        F.print_,
     T.enumerate:    M.enumerate_,
+    T.isinstance:   M.isinstance_,
 
     # custom define operation
     T.iter:         M.ms_iter,
diff --git a/mindspore/_extends/parse/standard_method.py b/mindspore/_extends/parse/standard_method.py
index d70c6edcf4..dbfd625f8d 100644
--- a/mindspore/_extends/parse/standard_method.py
+++ b/mindspore/_extends/parse/standard_method.py
@@ -114,6 +114,12 @@ def enumerate_(x, start=0):
     return ret
 
 
+def isinstance_(x, base_type):
+    """Determine whether x is an instance of base_type."""
+    x_type = F.typeof(x)
+    return check_type_same(x_type, base_type)
+
+
 def while_cond(x):
     """For while condtion, if the condition is a tensor, the loop will not be unrolled"""
     if F.issubclass_(F.typeof(x), F.typeof(mstype.tensor)):
@@ -123,6 +129,12 @@ def while_cond(x):
     return x
 
 
+@constexpr
+def check_type_same(x_type, base_type):
+    """Check x_type is same as base_type."""
+    return mstype.issubclass_(x_type, base_type)
+
+
 @constexpr
 def check_is_tuple_or_list(x, op_name, arg_name):
     """check whether x is list or tuple."""
@@ -141,6 +153,7 @@ def check_is_const_int(x, op_name, arg_name):
     return True
 
 
+
 @constexpr
 def check_is_tensor_bool_cond(shp):
     """check if tensor is a bool condition"""
@@ -148,6 +161,7 @@ def check_is_tensor_bool_cond(shp):
         return True
     raise ValueError("tensor as bool condition, its shape should be () or (1,), but got ", shp)
 
+
 @constexpr
 def const_tensor_to_bool(x):
     """convert bool tensor to bool condition"""
@@ -162,6 +176,7 @@ def const_tensor_to_bool(x):
         value = bool(x[0])
     return value
 
+
 def tensor_bool(x):
     """tensor as conditon, if is constant, return immediate bool value"""
     is_cond = check_is_tensor_bool_cond(F.shape(x))
diff --git a/mindspore/_extends/parse/trope.py b/mindspore/_extends/parse/trope.py
index 28f3196975..674715ef59 100644
--- a/mindspore/_extends/parse/trope.py
+++ b/mindspore/_extends/parse/trope.py
@@ -27,7 +27,7 @@ from operator import (  # noqa
 
 # support system function call
 from builtins import (  # noqa
-    bool, getattr, setattr, len, iter, next, pow, range, map, zip, print, enumerate
+    bool, getattr, setattr, len, iter, next, pow, range, map, zip, print, enumerate, isinstance
 )
 
 # support functools
@@ -44,7 +44,7 @@ __all__ = ['add', 'sub', 'mul', 'truediv', 'floordiv', 'mod', 'eq', 'ne', 'lt',
            'not_', 'and_', 'or_', 'xor', 'lshift', 'rshift', 'invert', 'is_', 'is_not', 'contains',
            'matmul', 'getitem', 'setitem',
            'bool', 'getattr', 'setattr', 'len', 'iter', 'next', 'pow', 'range', 'map', 'zip',
-           'partial', 'print', 'enumerate',
+           'partial', 'print', 'enumerate', 'isinstance',
            'exp', 'log', 'sin', 'cos', 'tan']
 
 
diff --git a/mindspore/ccsrc/pipeline/jit/parse/data_converter.cc b/mindspore/ccsrc/pipeline/jit/parse/data_converter.cc
index baef64481b..a7de687714 100644
--- a/mindspore/ccsrc/pipeline/jit/parse/data_converter.cc
+++ b/mindspore/ccsrc/pipeline/jit/parse/data_converter.cc
@@ -370,6 +370,8 @@ bool ConvertData(const py::object &obj, ValuePtr *const data, bool use_signature
   } else if (py::hasattr(obj, PYTHON_ENVINSTANCE_FLAG)) {
     std::shared_ptr<EnvInstance> env = obj.cast<std::shared_ptr<EnvInstance>>();
     converted = env;
+  } else if (py::hasattr(obj, PYTHON_CLASS_MEMBER_NAMESPACE)) {
+    converted = std::make_shared<NameSpace>(RESOLVE_NAMESPACE_NAME_CLASS_MEMBER, obj);
   } else if (py::hasattr(obj, "__parameter__")) {
     auto to_convert = py::cast<py::object>(python_adapter::GetPyObjAttr(obj, "default_input"));
     ret = ConvertData(to_convert, &converted);
diff --git a/mindspore/ccsrc/pipeline/jit/parse/function_block.cc b/mindspore/ccsrc/pipeline/jit/parse/function_block.cc
index 14e9f739d5..588c099082 100644
--- a/mindspore/ccsrc/pipeline/jit/parse/function_block.cc
+++ b/mindspore/ccsrc/pipeline/jit/parse/function_block.cc
@@ -109,7 +109,7 @@ AnfNodePtr FunctionBlock::MakeResolveClassMember(std::string attr) {
 
 // Make a resolve node for symbol string
 AnfNodePtr FunctionBlock::MakeResolveSymbol(const std::string &value) {
-  if (value.compare(0, strlen("self."), "self.") == 0) {
+  if (value.compare(0, strlen("self"), "self") == 0) {
     auto start = value.find_first_of('.') + 1;
     if (start >= value.size()) {
       MS_LOG(ERROR) << "Find invalid resolve symbol str: " << value;
diff --git a/mindspore/ccsrc/pipeline/jit/parse/parse.cc b/mindspore/ccsrc/pipeline/jit/parse/parse.cc
index b2e95c5070..d168ae09b5 100644
--- a/mindspore/ccsrc/pipeline/jit/parse/parse.cc
+++ b/mindspore/ccsrc/pipeline/jit/parse/parse.cc
@@ -22,6 +22,7 @@
 #include <sstream>
 #include <unordered_map>
 #include <algorithm>
+#include "pipeline/jit/parse/resolve.h"
 #include "frontend/operator/ops.h"
 #include "pipeline/jit/parse/data_converter.h"
 #include "frontend/operator/composite/composite.h"
@@ -504,14 +505,45 @@ AnfNodePtr Parser::GenerateMakeTuple(const FunctionBlockPtr &block, const std::v
                        [](AnfNodePtr arg) -> AnfNodePtr { return arg; });
   return block->func_graph()->NewCNode(make_tuple_nodes);
 }
+
+AnfNodePtr Parser::ParseSuper(const FunctionBlockPtr &block, const py::list &args) {
+  py::object father_class;
+  if (args.empty()) {
+    father_class = py::none();
+  } else if (args.size() == 2) {
+    father_class = args[0];
+    auto arg_type = AstSubType(py::cast<int32_t>(ast_->CallParserObjMethod(PYTHON_PARSE_GET_AST_TYPE, args[1])));
+    if (arg_type != AST_SUB_TYPE_NAME || py::cast<std::string>(python_adapter::GetPyObjAttr(args[1], "id")) != "self") {
+      MS_EXCEPTION(ArgumentError) << "When call 'super', the second arg should be 'self'.";
+    }
+  } else {
+    MS_EXCEPTION(ArgumentError) << "When call 'super', the args number should be 0 or 2, but got" << args.size() << ".";
+  }
+  py::object target_class_instance = ast()->CallParserObjMethod(PYTHON_PARSE_ANALYZE_SUPER, father_class, ast()->obj());
+  py::object namespace_var = ast_->CallParseModFunction(PYTHON_MOD_GET_MEMBER_NAMESPACE_SYMBOL, target_class_instance);
+  NameSpacePtr name_space = std::make_shared<NameSpace>(RESOLVE_NAMESPACE_NAME_CLASS_MEMBER, namespace_var);
+  SymbolPtr symbol = std::make_shared<Symbol>("namespace");
+  return block->MakeResolve(name_space, symbol);
+}
+
 // process function call, eg : f1(x, y) ...
 AnfNodePtr Parser::ParseCall(const FunctionBlockPtr &block, const py::object &node) {
   MS_LOG(DEBUG) << "Process ast Call";
   // process function call
   py::object function_ast_node = python_adapter::GetPyObjAttr(node, "func");
+  py::list args = python_adapter::GetPyObjAttr(node, "args");
+
+  auto arg_type =
+    AstSubType(py::cast<int32_t>(ast_->CallParserObjMethod(PYTHON_PARSE_GET_AST_TYPE, function_ast_node)));
+  if (arg_type == AST_SUB_TYPE_NAME) {
+    auto name_id = py::cast<std::string>(python_adapter::GetPyObjAttr(function_ast_node, "id"));
+    if (name_id == "super") {
+      return ParseSuper(block, args);
+    }
+  }
+
   AnfNodePtr call_function_anf_node = ParseExprNode(block, function_ast_node);
   // function call arguments should be passed in as groups and unpacked later using unpack call
-  py::list args = python_adapter::GetPyObjAttr(node, "args");
   std::vector<AnfNodePtr> packed_arguments;
   std::vector<AnfNodePtr> group_arguments;
 
diff --git a/mindspore/ccsrc/pipeline/jit/parse/parse.h b/mindspore/ccsrc/pipeline/jit/parse/parse.h
index c8779f9b42..dc0b43c3a6 100644
--- a/mindspore/ccsrc/pipeline/jit/parse/parse.h
+++ b/mindspore/ccsrc/pipeline/jit/parse/parse.h
@@ -138,6 +138,8 @@ class Parser {
   AnfNodePtr ParseNameConstant(const FunctionBlockPtr &block, const py::object &node);
   // process a function call
   AnfNodePtr ParseCall(const FunctionBlockPtr &block, const py::object &node);
+  // process function 'super'
+  AnfNodePtr ParseSuper(const FunctionBlockPtr &block, const py::list &args);
   // process the if expression
   AnfNodePtr ParseIfExp(const FunctionBlockPtr &block, const py::object &node);
   // process class type define
diff --git a/mindspore/ccsrc/pipeline/jit/parse/parse_base.h b/mindspore/ccsrc/pipeline/jit/parse/parse_base.h
index 553782ed6f..1750fe7309 100644
--- a/mindspore/ccsrc/pipeline/jit/parse/parse_base.h
+++ b/mindspore/ccsrc/pipeline/jit/parse/parse_base.h
@@ -81,6 +81,7 @@ const char PYTHON_PARSE_GET_LOCATION[] = "get_location";
 const char PYTHON_PARSE_EXPAND_EXPR_STATEMENT[] = "expand_expr_statement";
 const char PYTHON_PARSE_GENERATE_SCOPE[] = "generate_scope";
 const char PYTHON_PARSE_GET_SCOPE_NAME[] = "get_scope_name";
+const char PYTHON_PARSE_ANALYZE_SUPER[] = "analyze_super";
 
 const char PYTHON_PARSE_CLASS_SLICE[] = "create_slice_obj";
 const char PYTHON_PARSE_CLASS_ELLIPSIS[] = "create_ellipsis_obj";
diff --git a/mindspore/ccsrc/pipeline/jit/parse/resolve.h b/mindspore/ccsrc/pipeline/jit/parse/resolve.h
index 2cd88efb1d..1024012d46 100644
--- a/mindspore/ccsrc/pipeline/jit/parse/resolve.h
+++ b/mindspore/ccsrc/pipeline/jit/parse/resolve.h
@@ -80,7 +80,7 @@ using SymbolPtr = std::shared_ptr<Symbol>;
 // PyObjectWrapper class wrappers resolved python object for further processing.
 class PyObjectWrapper : public Named {
  public:
-  explicit PyObjectWrapper(const py::object &obj, const std::string name = "Python object") : Named(name), obj_(obj) {}
+  explicit PyObjectWrapper(const py::object &obj, const std::string &name = "Python object") : Named(name), obj_(obj) {}
   ~PyObjectWrapper() override = default;
   MS_DECLARE_PARENT(PyObjectWrapper, Named);
   py::object obj() { return obj_; }
@@ -93,7 +93,7 @@ class PyObjectWrapper : public Named {
 // ClassObject class wrappers dataclass
 class ClassObject : public PyObjectWrapper {
  public:
-  explicit ClassObject(const py::object &obj, const std::string name = "Python dataclass")
+  explicit ClassObject(const py::object &obj, const std::string &name = "Python dataclass")
       : PyObjectWrapper(obj, name) {}
   ~ClassObject() override = default;
   MS_DECLARE_PARENT(ClassObject, PyObjectWrapper);
@@ -103,7 +103,7 @@ class ClassObject : public PyObjectWrapper {
 // ClassType class wrappers class name in python
 class ClassType : public PyObjectWrapper {
  public:
-  explicit ClassType(const py::object &obj, const std::string name = "Python class type")
+  explicit ClassType(const py::object &obj, const std::string &name = "Python class type")
       : PyObjectWrapper(obj, name) {}
   ~ClassType() override = default;
   MS_DECLARE_PARENT(ClassType, PyObjectWrapper);
diff --git a/mindspore/ccsrc/pybind_api/export_flags.cc b/mindspore/ccsrc/pybind_api/export_flags.cc
index a21cfd30bf..bbec26ee99 100644
--- a/mindspore/ccsrc/pybind_api/export_flags.cc
+++ b/mindspore/ccsrc/pybind_api/export_flags.cc
@@ -25,6 +25,7 @@ const char PYTHON_ENVINSTANCE_FLAG[] = "__envinstance_flag__";
 const char PYTHON_DTYPE_FLAG[] = "__dtype_flag__";
 const char PYTHON_CELL_AS_LIST[] = "__cell_as_list__";
 const char PYTHON_DATACLASS_FIELDS[] = "__dataclass_fields__";
+const char PYTHON_CLASS_MEMBER_NAMESPACE[] = "__class_member_namespace__";
 
 // flag names
 const char GRAPH_FLAG_MIX_PRECISION_FP16[] = "fp16";
diff --git a/mindspore/ccsrc/pybind_api/export_flags.h b/mindspore/ccsrc/pybind_api/export_flags.h
index b84efda770..a927794462 100644
--- a/mindspore/ccsrc/pybind_api/export_flags.h
+++ b/mindspore/ccsrc/pybind_api/export_flags.h
@@ -27,6 +27,7 @@ extern const char PYTHON_ENVINSTANCE_FLAG[];
 extern const char PYTHON_DTYPE_FLAG[];
 extern const char PYTHON_CELL_AS_LIST[];
 extern const char PYTHON_DATACLASS_FIELDS[];
+extern const char PYTHON_CLASS_MEMBER_NAMESPACE[];
 
 extern const char GRAPH_FLAG_MIX_PRECISION_FP16[];
 extern const char GRAPH_FLAG_MIX_PRECISION_FP32[];
diff --git a/mindspore/common/api.py b/mindspore/common/api.py
index 3ef21b9626..68810355e9 100644
--- a/mindspore/common/api.py
+++ b/mindspore/common/api.py
@@ -62,6 +62,7 @@ def _wrap_func(fn):
     Returns:
         Function, a new function with return suitable format data.
     """
+
     @wraps(fn)
     def wrapper(*arg, **kwargs):
         results = fn(*arg, **kwargs)
@@ -74,6 +75,7 @@ def _wrap_func(fn):
             if isinstance(data, list):
                 return list(_convert_data(x) for x in data)
             return data
+
         return _convert_data(results)
 
     return wrapper
@@ -106,6 +108,7 @@ class _MindSporeFunction:
         obj (Object): If function is a method, obj is the owner of function,
              else, obj is none.
     """
+
     def __init__(self, fn, input_signature=None, obj=None):
         self.fn = fn
         self.save_graphs = context.get_context("save_graphs")
@@ -245,6 +248,7 @@ def ms_function(fn=None, obj=None, input_signature=None):
         >>> out = tensor_add_with_dec(x, y)
         >>> out = tensor_add_with_sig(x, y)
     """
+
     def wrap_mindspore(func):
         @wraps(func)
         def staging_specialize(*args):
@@ -275,6 +279,7 @@ def _generate_pip_args(obj, *args, method="construct"):
     obj.__parse_method__ = parse_method
     return args_names, args_list
 
+
 class _PynativeExecutor:
     """
     An pynative executor used to compile/manage/run graph.
@@ -304,6 +309,7 @@ class _PynativeExecutor:
     def __call__(self, *args):
         return self._executor(args, "")
 
+
 class _Executor:
     """
     An executor used to compile/manage/run graph.
@@ -532,6 +538,7 @@ class _Executor:
             return None
         return self._executor.fetch_info_for_quant_export(exec_id)
 
+
 _executor = _Executor()
 _pynative_exec = _PynativeExecutor()
 
diff --git a/tests/ut/python/pipeline/parse/test_super.py b/tests/ut/python/pipeline/parse/test_super.py
new file mode 100644
index 0000000000..eb3bf1682d
--- /dev/null
+++ b/tests/ut/python/pipeline/parse/test_super.py
@@ -0,0 +1,116 @@
+# 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.
+# ============================================================================
+""" test super"""
+import numpy as np
+import pytest
+
+import mindspore.nn as nn
+from mindspore import Tensor
+from mindspore import context
+
+context.set_context(mode=context.GRAPH_MODE, save_graphs=True)
+
+
+class FatherNet(nn.Cell):
+    def __init__(self, x):
+        super(FatherNet, self).__init__(x)
+        self.x = x
+
+    def construct(self, x, y):
+        return self.x * x
+
+    def test_father(self, x):
+        return self.x + x
+
+
+class MatherNet(nn.Cell):
+    def __init__(self, y):
+        super(MatherNet, self).__init__()
+        self.y = y
+
+    def construct(self, x, y):
+        return self.y * y
+
+    def test_mather(self, y):
+        return self.y + y
+
+
+class SingleSubNet(FatherNet):
+    def __init__(self, x, z):
+        super(SingleSubNet, self).__init__(x)
+        self.z = z
+
+    def construct(self, x, y):
+        ret_father_construct = super().construct(x, y)
+        ret_father_test = super(SingleSubNet, self).test_father(x)
+        ret_father_x = super(SingleSubNet, self).x
+        ret_sub_z = self.z
+
+        return ret_father_construct, ret_father_test, ret_father_x, ret_sub_z
+
+
+class MulSubNet(FatherNet, MatherNet):
+    def __init__(self, x, y, z):
+        super(MulSubNet, self).__init__(x)
+        super(FatherNet, self).__init__(y)
+        self.z = z
+
+    def construct(self, x, y):
+        ret_father_construct = super().construct(x, y)
+        ret_father_test = super(MulSubNet, self).test_father(x)
+        ret_father_x = super(MulSubNet, self).x
+        ret_mather_construct = super(FatherNet, self).construct(x, y)
+        ret_mather_test = super(FatherNet, self).test_mather(y)
+        ret_mather_y = super(FatherNet, self).y
+        ret_sub_z = self.z
+
+        return ret_father_construct, ret_father_test, ret_father_x, \
+               ret_mather_construct, ret_mather_test, ret_mather_y, ret_sub_z
+
+
+class Net(nn.Cell):
+    def __init__(self, x):
+        super(Net, self).__init__()
+        self.x = x
+
+    def construct(self, x, y):
+        ret = super(Net, self).construct(x, y)
+        return ret
+
+
+def test_single_super():
+    single_net = SingleSubNet(2, 3)
+    context.set_context(mode=context.GRAPH_MODE, save_graphs=True)
+    x = Tensor(np.ones([1, 2, 3], np.int32))
+    y = Tensor(np.ones([1, 2, 3], np.int32))
+    single_net(x, y)
+
+
+def test_mul_super():
+    mul_net = MulSubNet(2, 3, 4)
+    context.set_context(mode=context.GRAPH_MODE, save_graphs=True)
+    x = Tensor(np.ones([1, 2, 3], np.int32))
+    y = Tensor(np.ones([1, 2, 3], np.int32))
+    mul_net(x, y)
+
+
+def test_super_cell():
+    net = Net(2)
+    context.set_context(mode=context.GRAPH_MODE, save_graphs=True)
+    x = Tensor(np.ones([1, 2, 3], np.int32))
+    y = Tensor(np.ones([1, 2, 3], np.int32))
+    with pytest.raises(RuntimeError) as er:
+        net(x, y)
+    assert "Unsupported syntax 'Raise'" in str(er.value)