diff --git a/mindspore/ccsrc/device/ascend/ascend_label_assign.cc b/mindspore/ccsrc/device/ascend/ascend_label_assign.cc
index 39e9feb73d7..c985020091f 100644
--- a/mindspore/ccsrc/device/ascend/ascend_label_assign.cc
+++ b/mindspore/ccsrc/device/ascend/ascend_label_assign.cc
@@ -148,8 +148,8 @@ uint32_t AscendLabelAssign::GetLabelNum(NotNull<const session::KernelGraph *> gr
   std::lock_guard<std::mutex> lock(label_num_mutex_);
   auto iter = label_num_.find(graph.get());
   if (iter == label_num_.end()) {
-    MS_LOG(DEBUG) << "Graph " << graph->ToString() << " has not assigned label, defalut is 1.";
-    return 1;
+    MS_LOG(DEBUG) << "Graph " << graph->ToString() << " has not assigned label, defalut is 0.";
+    return 0;
   }
   return iter->second;
 }
diff --git a/mindspore/ccsrc/session/ascend_control_parser.cc b/mindspore/ccsrc/session/ascend_control_parser.cc
index b0dc1cc523c..02217291f3b 100644
--- a/mindspore/ccsrc/session/ascend_control_parser.cc
+++ b/mindspore/ccsrc/session/ascend_control_parser.cc
@@ -40,7 +40,7 @@ static void InitUnionFindSet(NotNull<KernelGraphPtr> kg, const NotNull<UnionFind
   }
   memo->insert(kg.get());
 
-  const std::map<AnfNodePtr, std::set<AnfNodePtr>> &real_inputs = kg->real_inputs();
+  const std::map<AnfNodePtr, std::vector<AnfNodePtr>> &real_inputs = kg->real_inputs();
   for (auto &iter : real_inputs) {
     auto &para = iter.first;
     if (para->isa<Parameter>()) {
@@ -65,7 +65,7 @@ static void UnionParentParameter(NotNull<KernelGraphPtr> kg, const NotNull<Union
   }
   memo->insert(kg.get());
 
-  const std::map<AnfNodePtr, std::set<AnfNodePtr>> &real_inputs = kg->real_inputs();
+  const std::map<AnfNodePtr, std::vector<AnfNodePtr>> &real_inputs = kg->real_inputs();
   for (auto &iter : real_inputs) {
     auto &para = iter.first;
     for (auto &arg : iter.second) {
@@ -174,10 +174,14 @@ void AscendControlParser::ChildGraphDataAssign(const std::map<uint32_t, KernelGr
   for (auto &iter : graph_id_map) {
     auto &kg = iter.second;
     MS_EXCEPTION_IF_NULL(kg);
-    auto real_inputs = kg->real_inputs();
-    for (auto &it : real_inputs) {
-      auto &parameter = it.first;
-      auto &args = it.second;
+    const std::map<AnfNodePtr, std::vector<AnfNodePtr>> &real_inputs = kg->real_inputs();
+    for (auto &in : kg->inputs()) {
+      auto it = real_inputs.find(in);
+      if (it == real_inputs.end()) {
+        continue;
+      }
+      auto &parameter = it->first;
+      auto &args = it->second;
       for (auto &arg : args) {
         MS_EXCEPTION_IF_NULL(arg);
         if (arg->isa<Parameter>()) {
diff --git a/mindspore/ccsrc/session/kernel_graph.cc b/mindspore/ccsrc/session/kernel_graph.cc
index 9adf3ca97b9..9f3b5bbac48 100644
--- a/mindspore/ccsrc/session/kernel_graph.cc
+++ b/mindspore/ccsrc/session/kernel_graph.cc
@@ -677,13 +677,13 @@ void KernelGraph::SetRealInput(const AnfNodePtr &parameter, const AnfNodePtr &ar
   MS_EXCEPTION_IF_NULL(parameter);
   MS_EXCEPTION_IF_NULL(arg);
   if (real_inputs_.find(parameter) == real_inputs_.end()) {
-    real_inputs_[parameter] = std::set<AnfNodePtr>();
+    real_inputs_[parameter] = std::vector<AnfNodePtr>();
   }
   auto &args = real_inputs_[parameter];
-  (void)args.insert(arg);
+  (void)args.push_back(arg);
 }
 
-std::set<AnfNodePtr> KernelGraph::GetRealInput(const AnfNodePtr &parameter) {
+std::vector<AnfNodePtr> KernelGraph::GetRealInput(const AnfNodePtr &parameter) {
   MS_EXCEPTION_IF_NULL(parameter);
   auto iter = real_inputs_.find(parameter);
   if (iter != real_inputs_.end()) {
@@ -694,7 +694,7 @@ std::set<AnfNodePtr> KernelGraph::GetRealInput(const AnfNodePtr &parameter) {
 
 void KernelGraph::UpdateCallRealInput() {
   MS_LOG(INFO) << "Update graph id: " << graph_id_;
-  std::map<AnfNodePtr, std::set<AnfNodePtr>> real_inputs_map;
+  std::map<AnfNodePtr, std::vector<AnfNodePtr>> real_inputs_map;
   for (auto &it : real_inputs_) {
     auto parameter = it.first;
     MS_EXCEPTION_IF_NULL(parameter);
@@ -713,12 +713,18 @@ void KernelGraph::UpdateCallRealInput() {
     }
     for (auto &erase_node : erase_real_inputs) {
       MS_LOG(INFO) << "paramter: " << parameter->DebugString() << " erase real input:" << erase_node->DebugString();
-      (void)real_inputs.erase(erase_node);
+      for (auto iter = real_inputs.begin(); iter != real_inputs.end();) {
+        if (*iter == erase_node) {
+          iter = real_inputs.erase(iter);
+        } else {
+          ++iter;
+        }
+      }
     }
     for (auto &new_real_input : new_real_inputs) {
       MS_LOG(INFO) << "paramter: " << parameter->DebugString()
                    << " insert real input:" << new_real_input->DebugString();
-      (void)real_inputs.insert(new_real_input);
+      (void)real_inputs.push_back(new_real_input);
     }
     real_inputs_map[parameter] = real_inputs;
   }
@@ -730,18 +736,28 @@ void KernelGraph::PrintGraphExecuteOrder() const {
   for (size_t i = 0; i < execution_order_.size(); i++) {
     CNodePtr cur_cnode_ptr = execution_order_[i];
     MS_EXCEPTION_IF_NULL(cur_cnode_ptr);
-    if (AnfAlgo::GetCNodeName(cur_cnode_ptr) == kSendOpName || AnfAlgo::GetCNodeName(cur_cnode_ptr) == kRecvOpName) {
-      auto primitive = AnfAlgo::GetCNodePrimitive(cur_cnode_ptr);
-      MS_LOG(INFO) << "index[" << i << "], node name[" << AnfAlgo::GetCNodeName(cur_cnode_ptr) << "], logic id["
-                   << AnfAlgo::GetStreamDistinctionLabel(cur_cnode_ptr.get()) << "], stream id["
-                   << AnfAlgo::GetStreamId(cur_cnode_ptr) << "], event_id["
-                   << GetValue<uint32_t>(primitive->GetAttr(kAttrEventId)) << "], node info["
-                   << cur_cnode_ptr->DebugString() << "]";
-    } else {
-      MS_LOG(INFO) << "index[" << i << "], node name[" << cur_cnode_ptr->fullname_with_scope() << "], logic id["
-                   << AnfAlgo::GetStreamDistinctionLabel(cur_cnode_ptr.get()) << "], stream id["
-                   << AnfAlgo::GetStreamId(cur_cnode_ptr) << "], node info[" << cur_cnode_ptr->DebugString() << "]";
+    std::string event_str;
+    std::string label_str;
+    if (AnfAlgo::HasNodeAttr(kAttrEventId, cur_cnode_ptr)) {
+      event_str = ", event_id[" + std::to_string(AnfAlgo::GetNodeAttr<uint32_t>(cur_cnode_ptr, kAttrEventId)) + "]";
     }
+
+    if (AnfAlgo::HasNodeAttr(kAttrLabelIndex, cur_cnode_ptr)) {
+      label_str = ", label_id[" + std::to_string(AnfAlgo::GetNodeAttr<uint32_t>(cur_cnode_ptr, kAttrLabelIndex)) + "]";
+    }
+
+    if (AnfAlgo::HasNodeAttr(kAttrLabelSwitchList, cur_cnode_ptr)) {
+      auto label_list = AnfAlgo::GetNodeAttr<std::vector<uint32_t>>(cur_cnode_ptr, kAttrLabelSwitchList);
+      label_str = ", label_id[";
+      for (size_t j = 0; j < label_list.size(); ++j) {
+        label_str += std::to_string(label_list[j]) + (j + 1 < label_list.size() ? ", " : "]");
+      }
+    }
+
+    MS_LOG(INFO) << "index[" << i << "], node name[" << cur_cnode_ptr->fullname_with_scope() << "], logic id["
+                 << AnfAlgo::GetStreamDistinctionLabel(cur_cnode_ptr.get()) << "], stream id["
+                 << AnfAlgo::GetStreamId(cur_cnode_ptr) << "], node info[" << cur_cnode_ptr->DebugString() << "]"
+                 << event_str << label_str;
   }
 }
 
diff --git a/mindspore/ccsrc/session/kernel_graph.h b/mindspore/ccsrc/session/kernel_graph.h
index 2cd7a2340a3..9c52020898a 100644
--- a/mindspore/ccsrc/session/kernel_graph.h
+++ b/mindspore/ccsrc/session/kernel_graph.h
@@ -127,8 +127,8 @@ class KernelGraph : public FuncGraph {
   // find anf node in graph
   std::vector<CNodePtr> FindNodeByPrimitive(const PrimitivePtr &primitive) const;
   // get real inputs
-  const std::map<AnfNodePtr, std::set<AnfNodePtr>> &real_inputs() const { return real_inputs_; }
-  std::set<AnfNodePtr> GetRealInput(const AnfNodePtr &parameter);
+  const std::map<AnfNodePtr, std::vector<AnfNodePtr>> &real_inputs() const { return real_inputs_; }
+  std::vector<AnfNodePtr> GetRealInput(const AnfNodePtr &parameter);
   void SetRealInput(const AnfNodePtr &parameter, const AnfNodePtr &arg);
   // used to dump ir
   std::string ToString() const override;
@@ -194,7 +194,7 @@ class KernelGraph : public FuncGraph {
   // parameter graph
   std::shared_ptr<KernelGraph> parent_graph_;
   // record real parameters,inputs_ is the formal parameters
-  std::map<AnfNodePtr, std::set<AnfNodePtr>> real_inputs_;
+  std::map<AnfNodePtr, std::vector<AnfNodePtr>> real_inputs_;
 
   CNodePtr start_label_;
   CNodePtr end_goto_;