diff --git a/mindspore/ccsrc/pipeline/jit/action.cc b/mindspore/ccsrc/pipeline/jit/action.cc
index 0252c32e543..7125556d804 100644
--- a/mindspore/ccsrc/pipeline/jit/action.cc
+++ b/mindspore/ccsrc/pipeline/jit/action.cc
@@ -445,9 +445,9 @@ bool ParseAction(const ResourcePtr &resource) {
 bool CombineLikeGraphs(const ResourcePtr &resource) {
   MS_EXCEPTION_IF_NULL(resource);
   auto &obj_map = parse::data_converter::GetObjGraphs();
-  for (auto it : obj_map) {
-    auto &graphs = it.second;
-    MS_LOG(DEBUG) << "Start combine like graph:" << it.first << ", size:" << graphs.size();
+  for (auto it = obj_map.rbegin(); it != obj_map.rend(); ++it) {
+    auto &graphs = it->second;
+    MS_LOG(DEBUG) << "Start combine like graph:" << it->first << ", size:" << graphs.size();
     auto fg = graphs[0];
     FuncGraphVector func_graphs = {fg};
     Cloner cloner(func_graphs, false, false, true, std::make_shared<TraceCopy>(),
@@ -496,7 +496,7 @@ bool CombineLikeGraphs(const ResourcePtr &resource) {
       const int recursive_level = 4;
       MS_LOG(DEBUG) << "Combine graph newout:" << out->DebugString(recursive_level);
     }
-    MS_LOG(DEBUG) << "End combine graph:" << it.first;
+    MS_LOG(DEBUG) << "End combine graph:" << it->first;
   }
   return true;
 }
diff --git a/mindspore/ccsrc/pipeline/jit/parse/data_converter.cc b/mindspore/ccsrc/pipeline/jit/parse/data_converter.cc
index bdb4f2b7a6f..e297aff353d 100644
--- a/mindspore/ccsrc/pipeline/jit/parse/data_converter.cc
+++ b/mindspore/ccsrc/pipeline/jit/parse/data_converter.cc
@@ -611,14 +611,14 @@ FuncGraphPtr ConvertToFuncGraph(const py::object &obj, const std::string &python
 namespace data_converter {
 static mindspore::HashMap<std::string, ValuePtr> object_map_;
 
-static mindspore::HashMap<std::string, std::vector<FuncGraphPtr>> object_graphs_map_;
+static mindspore::OrderedMap<std::string, std::vector<FuncGraphPtr>> object_graphs_map_;
 
 void SetObjGraphValue(const std::string &obj_key, const FuncGraphPtr &data) {
   object_graphs_map_[obj_key].push_back(data);
   MS_LOG(DEBUG) << "Set func graph size: " << object_graphs_map_.size();
 }
 
-const mindspore::HashMap<std::string, std::vector<FuncGraphPtr>> &GetObjGraphs() {
+const mindspore::OrderedMap<std::string, std::vector<FuncGraphPtr>> &GetObjGraphs() {
   MS_LOG(DEBUG) << "Obj graphs size: " << object_graphs_map_.size();
   return object_graphs_map_;
 }
diff --git a/mindspore/ccsrc/pipeline/jit/parse/data_converter.h b/mindspore/ccsrc/pipeline/jit/parse/data_converter.h
index c9956b394a3..759e6d14fdf 100644
--- a/mindspore/ccsrc/pipeline/jit/parse/data_converter.h
+++ b/mindspore/ccsrc/pipeline/jit/parse/data_converter.h
@@ -23,6 +23,7 @@
 #include <memory>
 #include <vector>
 #include <string>
+#include "utils/ordered_map.h"
 #include "utils/hash_map.h"
 #include "pipeline/jit/parse/parse_base.h"
 #include "include/common/utils/python_adapter.h"
@@ -37,7 +38,7 @@ bool GetObjectValue(const std::string &obj_key, ValuePtr *const data);
 
 void SetObjGraphValue(const std::string &obj_key, const FuncGraphPtr &data);
 
-const mindspore::HashMap<std::string, std::vector<FuncGraphPtr>> &GetObjGraphs();
+const mindspore::OrderedMap<std::string, std::vector<FuncGraphPtr>> &GetObjGraphs();
 
 std::vector<std::string> GetObjKey(const py::object &obj);
 ResolveTypeDef GetObjType(const py::object &obj);