diff --git a/mindspore/ccsrc/backend/session/kernel_graph.cc b/mindspore/ccsrc/backend/session/kernel_graph.cc
index 0bf447751b..6fcd3b65a0 100644
--- a/mindspore/ccsrc/backend/session/kernel_graph.cc
+++ b/mindspore/ccsrc/backend/session/kernel_graph.cc
@@ -307,7 +307,7 @@ CNodePtr KernelGraph::NewCNode(const std::vector<AnfNodePtr> &inputs) {
   if (inputs.size() == 1 || !feature_map_input_indexs.empty()) {
     kernel_info->SetFeatureMapFlag(true);
   }
-  if (AnfAlgo::IsRealCNodeKernel(cnode)) {
+  if (AnfAlgo::IsRealKernel(cnode)) {
     AnfAlgo::SetNodeAttr(kIsFeatureMapOutput, MakeValue(kernel_info->is_feature_map()), cnode);
     AnfAlgo::SetNodeAttr(kIsFeatureMapInputList, MakeValue(feature_map_input_indexs), cnode);
   }
diff --git a/mindspore/ccsrc/pipeline/pynative/pynative_execute.cc b/mindspore/ccsrc/pipeline/pynative/pynative_execute.cc
index 5e3add1b5f..db41b2a0a8 100644
--- a/mindspore/ccsrc/pipeline/pynative/pynative_execute.cc
+++ b/mindspore/ccsrc/pipeline/pynative/pynative_execute.cc
@@ -363,19 +363,21 @@ py::object RunOpInVM(const OpExecInfoPtr &op_exec_info, PynativeStatusCode *stat
     MS_LOG(INFO) << "RunOpInVM end";
     return std::move(result);
   }
-  auto func = op_exec_info->py_primitive->GetComputeFunction();
-  if (py::isinstance<py::none>(func)) {
-    MS_LOG(ERROR) << "VM failed to get func";
+  auto primitive = op_exec_info->py_primitive;
+  MS_EXCEPTION_IF_NULL(primitive);
+  auto result = primitive->RunPyComputeFunction(op_exec_info->op_inputs);
+  if (py::isinstance<py::none>(result)) {
+    MS_LOG(ERROR) << "VM got the result none, please check whether it is failed to get func";
     *status = PYNATIVE_OP_NOT_IMPLEMENTED_ERR;
     py::tuple err_ret(0);
     return std::move(err_ret);
   }
 
   // execute op
-  py::tuple result = py::make_tuple(func(*op_exec_info->op_inputs));
+  py::tuple tuple_result = py::make_tuple(result);
   *status = PYNATIVE_SUCCESS;
   MS_LOG(INFO) << "RunOpInVM end";
-  return std::move(result);
+  return std::move(tuple_result);
 }
 
 bool RunOpConvertConstInputToAttr(const py::object &input_object, size_t input_index, const PrimitivePtr &op_prim,
diff --git a/mindspore/ccsrc/utils/primitive_utils.cc b/mindspore/ccsrc/utils/primitive_utils.cc
index 490e2517a9..abd5cb1660 100644
--- a/mindspore/ccsrc/utils/primitive_utils.cc
+++ b/mindspore/ccsrc/utils/primitive_utils.cc
@@ -15,6 +15,9 @@
  */
 
 #include "utils/primitive_utils.h"
+
+#include <memory>
+
 #include "pipeline/jit/parse/python_adapter.h"
 #include "utils/log_adapter.h"
 #include "common/utils.h"
@@ -43,4 +46,25 @@ py::function GetComputeFunction(std::string name) {
   py::object fn = mod.attr(common::SafeCStr(name));
   return fn;
 }
+
+py::tuple ConvertDatatoPyTuple(const VectorRef &args) {
+  auto py_args = py::tuple(args.size());
+  size_t i = 0;
+  for (auto &arg : args) {
+    py_args[i] = BaseRefToPyData(arg);
+    MS_LOG(DEBUG) << "arg:" << i << ":" << arg.ToString();
+    i++;
+  }
+  return py_args;
+}
+
+BaseRef RunComputeFunction(const PrimitivePtr &prim, const VectorRef &args) {
+  auto func = GetComputeFunction(prim->name());
+  if (py::isinstance<py::none>(func)) {
+    MS_LOG(EXCEPTION) << prim->name() << " 's compute function run failed, please check whether it is not implemented";
+  }
+  auto py_args = ConvertDatatoPyTuple(args);
+  py::object obj = func(*py_args);
+  return std::make_shared<PyObjectRef>(obj);
+}
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/utils/primitive_utils.h b/mindspore/ccsrc/utils/primitive_utils.h
index b7e2515aea..0faeca9c47 100644
--- a/mindspore/ccsrc/utils/primitive_utils.h
+++ b/mindspore/ccsrc/utils/primitive_utils.h
@@ -19,6 +19,7 @@
 
 #include <string>
 #include "pybind11/pybind11.h"
+#include "utils/base_ref.h"
 
 namespace py = pybind11;
 
@@ -28,6 +29,10 @@ py::function GetBpropFunctionByObj(py::object obj);
 py::function GetBpropFunction(std::string name);
 
 py::function GetComputeFunction(std::string name);
+
+BaseRef RunComputeFunction(const PrimitivePtr &prim, const VectorRef &args);
+
+py::tuple ConvertDatatoPyTuple(const VectorRef &args);
 }  // namespace mindspore
 
 #endif  // MINDSPORE_CCSRC_UTILS_PRIMITIVE_UTILS_H_
diff --git a/mindspore/ccsrc/vm/vmimpl.cc b/mindspore/ccsrc/vm/vmimpl.cc
index 2aebf8ad0d..8ce65c3a26 100644
--- a/mindspore/ccsrc/vm/vmimpl.cc
+++ b/mindspore/ccsrc/vm/vmimpl.cc
@@ -440,25 +440,13 @@ VectorRef VM::RunGraph(const FuncGraphPtr &g, const VectorRef &args) {
 }
 
 BaseRef RunOperation(const PrimitivePtr &prim, const VectorRef &args) {
-  PrimitivePyPtr operation = dyn_cast<PrimitivePy>(prim);
-
   MS_LOG(DEBUG) << "operation start " << prim->name();
-  auto func = operation != nullptr ? operation->GetComputeFunction() : GetComputeFunction(prim->name());
-  if (py::isinstance<py::none>(func)) {
-    MS_LOG(EXCEPTION) << prim->name() << " 's compute function is not implemented";
-  }
-
-  py::tuple py_args = py::tuple(args.size());
-  MS_LOG(DEBUG) << "input for operation:";
-  size_t i = 0;
-  for (auto &arg : args) {
-    py_args[i] = BaseRefToPyData(arg);
-    MS_LOG(DEBUG) << "arg: " << i << ":";
-    i++;
-  }
-  py::object obj = func(*py_args);
-  MS_LOG(DEBUG) << "result:" << py::str(obj);
-  return obj;
+  MS_EXCEPTION_IF_NULL(prim);
+  auto result = prim->RunComputeFunction(args);
+  if (result.is_null()) {
+    return RunComputeFunction(prim, args);
+  }
+  return result;
 }
 
 }  // namespace compile
diff --git a/mindspore/core/ir/primitive.h b/mindspore/core/ir/primitive.h
index 5471b58063..a1784a85a3 100644
--- a/mindspore/core/ir/primitive.h
+++ b/mindspore/core/ir/primitive.h
@@ -83,6 +83,7 @@ class Primitive : public Named {
 
   void set_attr(const std::string &attrName, const ValuePtr &attr) { attrs_[attrName] = attr; }
   void EraseAttr(const std::string &attrName) { (void)attrs_.erase(attrName); }
+  virtual BaseRef RunComputeFunction(const VectorRef &args) const { return nullptr; }
 
   ValuePtr GetAttr(const std::string &attrName) const {
     auto iter = attrs_.find(attrName);
diff --git a/mindspore/core/ir/primitive_py.cc b/mindspore/core/ir/primitive_py.cc
index 1a97487ddc..2a8f003623 100644
--- a/mindspore/core/ir/primitive_py.cc
+++ b/mindspore/core/ir/primitive_py.cc
@@ -79,13 +79,7 @@ py::function PrimitivePy::GetBpropFunction() {
 }
 
 BaseRef PrimitivePy::RunHookFunction(const VectorRef &args) const {
-  auto py_args = py::tuple(args.size());
-  size_t i = 0;
-  for (auto &arg : args) {
-    py_args[i] = BaseRefToPyData(arg);
-    MS_LOG(DEBUG) << "arg:" << i << ":";
-    i++;
-  }
+  auto py_args = ConvertDatatoPyTuple(args);
   py::object obj;
   bool is_bprop = this->HasAttr(kBpropAttrName);
   if (is_bprop) {
@@ -123,7 +117,7 @@ BaseRef PrimitivePy::RunHookFunction(const VectorRef &args) const {
   return std::make_shared<PyObjectRef>(obj);
 }
 
-py::function PrimitivePy::GetComputeFunction() {
+py::function PrimitivePy::GetComputeFunction() const {
   static const char *const compute_func_name = "vm_impl";
 
   if (py::hasattr(python_obj_, compute_func_name)) {
@@ -176,6 +170,32 @@ void PrimitivePy::CopyHookFunction(const PrimitivePtr &primitive) {
   this->set_hook(primitive_py->hook());
 }
 
+BaseRef PrimitivePy::RunComputeFunction(const VectorRef &args) const {
+  auto py_args = ConvertDatatoPyTuple(args);
+  auto result = this->RunPyComputeFunction(py_args);
+  if (py::isinstance<py::none>(result)) {
+    return std::make_shared<BaseRef>(nullptr);
+  }
+  return std::make_shared<PyObjectRef>(result);
+}
+
+py::object PrimitivePy::RunPyComputeFunction(const py::tuple &py_args) const {
+  auto func = this->GetComputeFunction();
+  if (py::isinstance<py::none>(func)) {
+    return py::none();
+  }
+  auto result = func(*py_args);
+  return result;
+}
+
+bool PrimitivePy::HasComputeFunction() const {
+  auto func = GetComputeFunction();
+  if (py::isinstance<py::none>(func)) {
+    return false;
+  }
+  return true;
+}
+
 REGISTER_PYBIND_DEFINE(Primitive_, ([](const py::module *m) {
                          (void)py::enum_<PrimType>(*m, "prim_type", py::arithmetic())
                            .value("unknown", PrimType::kPrimTypeUnknown)
diff --git a/mindspore/core/ir/primitive_py.h b/mindspore/core/ir/primitive_py.h
index 2dc45ac341..8c576016fa 100644
--- a/mindspore/core/ir/primitive_py.h
+++ b/mindspore/core/ir/primitive_py.h
@@ -41,7 +41,6 @@ class PrimitivePy : public Primitive {
   ~PrimitivePy() override = default;
   MS_DECLARE_PARENT(PrimitivePy, Primitive);
   py::function GetBpropFunction();
-  py::function GetComputeFunction();
 
   void set_signatures(
     std::vector<std::tuple<std::string, SignatureEnumRW, SignatureEnumKind, py::object, SignatureEnumDType>>
@@ -57,11 +56,15 @@ class PrimitivePy : public Primitive {
   void set_hook(const py::function &hook) { hook_ = hook; }
   py::function hook() const { return hook_; }
   BaseRef RunHookFunction(const VectorRef &args) const override;
+  BaseRef RunComputeFunction(const VectorRef &args) const override;
+  py::object RunPyComputeFunction(const py::tuple &py_args) const;
+  bool HasComputeFunction() const;
   const bool parse_info_ = true;
   const py::object &GetPyObj() const { return python_obj_; }
   bool is_tuple_input_ = false;
 
  private:
+  py::function GetComputeFunction() const;
   py::object python_obj_;
   py::function hook_;
   std::vector<Signature> signatures_;
diff --git a/tests/ut/cpp/operator/ops_test.cc b/tests/ut/cpp/operator/ops_test.cc
index 789b1cab25..20f4734bf0 100644
--- a/tests/ut/cpp/operator/ops_test.cc
+++ b/tests/ut/cpp/operator/ops_test.cc
@@ -454,8 +454,7 @@ TEST_F(TestOps, GetConv2DPrimPyTest) {
   ASSERT_TRUE(conv2d_ptr);
   if (nullptr != conv2d_ptr) {
     MS_LOG(INFO) << "Get PrimitivePyPtr: " << conv2d_ptr->name();
-    auto func = conv2d_ptr->GetComputeFunction();
-    if (py::isinstance<py::none>(func)) {
+    if(!conv2d_ptr->HasComputeFunction()){
       MS_LOG(EXCEPTION) << "" << conv2d_ptr->name() << "'s compute function is not implemented";
     }
 
diff --git a/tests/ut/cpp/parallel/step_parallel_test.cc b/tests/ut/cpp/parallel/step_parallel_test.cc
index 5657db8790..383a061805 100644
--- a/tests/ut/cpp/parallel/step_parallel_test.cc
+++ b/tests/ut/cpp/parallel/step_parallel_test.cc
@@ -294,8 +294,7 @@ TEST_F(TestStepParallel, CreatOpInstance) {
   ASSERT_TRUE(allreduce_ptr);
   if (nullptr != allreduce_ptr) {
     MS_LOG(INFO) << "Get PrimitivePyPtr: " << allreduce_ptr->name();
-    auto func = allreduce_ptr->GetComputeFunction();
-    if (py::isinstance<py::none>(func)) {
+    if (!allreduce_ptr->HasComputeFunction()) {
       MS_LOG(EXCEPTION) << "" << allreduce_ptr->name() << "'s compute function is not implemented";
     }
 
diff --git a/tests/ut/cpp/vm/segment_runner_test.cc b/tests/ut/cpp/vm/segment_runner_test.cc
index c83b1b3434..60c027b077 100644
--- a/tests/ut/cpp/vm/segment_runner_test.cc
+++ b/tests/ut/cpp/vm/segment_runner_test.cc
@@ -57,11 +57,11 @@ TEST_F(TestCompileSegmentRunner, test_MsVmConvert1) {
 
   std::vector<BaseRef> todos(splits.size());
   auto it = std::copy_if(std::begin(splits), std::end(splits), std::begin(todos),
-                         [](const BaseRef& seg) -> bool { return utils::isa<VectorRef>(seg); });
+                         [](const BaseRef &seg) -> bool { return utils::isa<VectorRef>(seg); });
   todos.resize(std::distance(todos.begin(), it));
   ASSERT_EQ(todos.size(), 1);
 
-  AnfNodePtrList anf_list; 
+  AnfNodePtrList anf_list;
   for (auto &item : utils::cast<VectorRef>(todos[0])) {
     anf_list.push_back(utils::cast<AnfNodePtr>(item));
   }
@@ -81,11 +81,11 @@ TEST_F(TestCompileSegmentRunner, test_MsVmConvert2) {
 
   std::vector<BaseRef> todos(splits.size());
   auto it = std::copy_if(std::begin(splits), std::end(splits), std::begin(todos),
-                         [](const BaseRef& seg) -> bool { return utils::isa<VectorRef>(seg); });
+                         [](const BaseRef &seg) -> bool { return utils::isa<VectorRef>(seg); });
   todos.resize(std::distance(todos.begin(), it));
   ASSERT_EQ(todos.size(), 1);
 
-  AnfNodePtrList anf_list; 
+  AnfNodePtrList anf_list;
   for (auto &item : utils::cast<VectorRef>(todos[0])) {
     anf_list.push_back(utils::cast<AnfNodePtr>(item));
   }
@@ -105,11 +105,11 @@ TEST_F(TestCompileSegmentRunner, test_if) {
 
   std::vector<BaseRef> todos(splits.size());
   auto it = std::copy_if(std::begin(splits), std::end(splits), std::begin(todos),
-                         [](const BaseRef& seg) -> bool { return utils::isa<VectorRef>(seg); });
+                         [](const BaseRef &seg) -> bool { return utils::isa<VectorRef>(seg); });
   todos.resize(std::distance(todos.begin(), it));
   ASSERT_EQ(todos.size(), 1);
 
-  AnfNodePtrList anf_list; 
+  AnfNodePtrList anf_list;
   for (auto &item : utils::cast<VectorRef>(todos[0])) {
     anf_list.push_back(utils::cast<AnfNodePtr>(item));
   }
@@ -122,13 +122,13 @@ TEST_F(TestCompileSegmentRunner, test_if) {
 
 TEST_F(TestCompileSegmentRunner, test_RunOperation1) {
   VectorRef args({1});
-  auto res = RunOperation(prim::kPrimIdentity, args);
+  auto res = RunOperation(std::make_shared<PrimitivePy>(py::str(prim::kPrimIdentity->name()), py::none()), args);
   ASSERT_EQ(py::cast<int>(BaseRefToPyData(res)), 1);
 }
 
 TEST_F(TestCompileSegmentRunner, test_RunOperation2) {
   VectorRef args({1, 2});
-  auto res = RunOperation(prim::kPrimScalarGt, args);
+  auto res = RunOperation(std::make_shared<PrimitivePy>(py::str(prim::kPrimScalarGt->name()), py::none()), args);
   ASSERT_EQ(py::cast<bool>(BaseRefToPyData(res)), false);
 }
 }  // namespace compile