diff --git a/mindspore/lite/tools/anf_exporter/anf_exporter.cc b/mindspore/lite/tools/anf_exporter/anf_exporter.cc
index 93a7f0ef9c..62d9536892 100644
--- a/mindspore/lite/tools/anf_exporter/anf_exporter.cc
+++ b/mindspore/lite/tools/anf_exporter/anf_exporter.cc
@@ -356,18 +356,16 @@ int AnfExporter::Anf2Fb(const FuncGraphPtr &func_graph, const std::unique_ptr<sc
       }
     }
 
-    RemoveIfMakeTuple(cnode);
     RemoveIfDepend(cnode);
-    if (prim->name() == mindspore::ops::kNameDepend || prim->name() == mindspore::ops::kNameControlDepend) {
+    if (prim->name() == mindspore::ops::kNameDepend || prim->name() == mindspore::ops::kNameControlDepend ||
+        prim->name() == mindspore::ops::kNameTupleGetItem || prim->name() == mindspore::ops::kNameMakeTuple) {
       continue;
     }
     if (prim->name() == "make_tuple") {
       continue;
     }
+    RemoveIfMakeTuple(cnode);
 
-    if (prim->name() == mindspore::ops::kNameTupleGetItem || prim->name() == mindspore::ops::kNameMakeTuple) {
-      continue;
-    }
     auto node = std::make_unique<schema::CNodeT>();
     if (node == nullptr) {
       MS_LOG(ERROR) << "object failed to be constructed";
diff --git a/mindspore/lite/tools/common/node_util.cc b/mindspore/lite/tools/common/node_util.cc
index 33b3313193..d7f79b6952 100644
--- a/mindspore/lite/tools/common/node_util.cc
+++ b/mindspore/lite/tools/common/node_util.cc
@@ -137,10 +137,11 @@ static const std::vector<schema::PrimitiveType> int8OpList = {schema::PrimitiveT
                                                               schema::PrimitiveType_L2NormalizeFusion};
 
 static const std::vector<schema::PrimitiveType> needInsertOpList = {
-  schema::PrimitiveType_Eltwise,   schema::PrimitiveType_Activation,   schema::PrimitiveType_Concat,
-  schema::PrimitiveType_PowFusion, schema::PrimitiveType_StridedSlice, schema::PrimitiveType_AddFusion,
-  schema::PrimitiveType_Split,     schema::PrimitiveType_SliceFusion,  schema::PrimitiveType_Crop,
-  schema::PrimitiveType_MulFusion, schema::PrimitiveType_Maximum,      schema::PrimitiveType_ActivationGrad};
+  schema::PrimitiveType_Eltwise,       schema::PrimitiveType_Activation,   schema::PrimitiveType_Concat,
+  schema::PrimitiveType_PowFusion,     schema::PrimitiveType_StridedSlice, schema::PrimitiveType_AddFusion,
+  schema::PrimitiveType_AddN,          schema::PrimitiveType_Split,        schema::PrimitiveType_SliceFusion,
+  schema::PrimitiveType_Crop,          schema::PrimitiveType_MulFusion,    schema::PrimitiveType_Maximum,
+  schema::PrimitiveType_ActivationGrad};
 
 static const std::unordered_map<int, int> nc2NhAxisMap = {{0, 0}, {1, -1}, {2, 1}, {3, 2}};
 
diff --git a/mindspore/lite/tools/optimizer/graph/redundant_op_remove_pass.cc b/mindspore/lite/tools/optimizer/graph/redundant_op_remove_pass.cc
index 7cb738c0e5..87dde56380 100644
--- a/mindspore/lite/tools/optimizer/graph/redundant_op_remove_pass.cc
+++ b/mindspore/lite/tools/optimizer/graph/redundant_op_remove_pass.cc
@@ -15,12 +15,28 @@
  */
 
 #include "tools/optimizer/graph/redundant_op_remove_pass.h"
-#include "mindspore/lite/include/errorcode.h"
+#include <memory>
+#include <vector>
+#include "include/errorcode.h"
+#include "ops/make_tuple.h"
 
 namespace mindspore::opt {
 namespace {
 constexpr size_t InputDoubleNum = 2;
 constexpr size_t InputTripleNum = 3;
+void FetchCNodeFromMakeTuple(const AnfNodePtr &anf_node, std::vector<AnfNodePtr> *inputs) {
+  MS_ASSERT(anf_node != nullptr);
+  MS_ASSERT(inputs != nullptr);
+  auto cnode = anf_node->cast<CNodePtr>();
+  if (cnode == nullptr) {
+    return;
+  }
+  for (size_t i = 1; i < cnode->size(); ++i) {
+    if (cnode->input(i)->isa<CNode>()) {
+      inputs->push_back(cnode->input(i));
+    }
+  }
+}
 }  // namespace
 int RemoveRedundantOpPass::ReplaceOp(const AnfNodePtr &anf_node, const FuncGraphManagerPtr &manager) {
   if (!utils::isa<CNodePtr>(anf_node)) {
@@ -58,6 +74,36 @@ int RemoveRedundantOpPass::ReplaceOp(const AnfNodePtr &anf_node, const FuncGraph
   return RET_OK;
 }
 
+int RemoveRedundantOpPass::ReplaceUpdateStateOp(const FuncGraphPtr &func_graph, const AnfNodePtr &anf_node) {
+  if (!utils::isa<CNodePtr>(anf_node)) {
+    MS_LOG(DEBUG) << "anf node is node a cnode.";
+    return lite::RET_NO_CHANGE;
+  }
+  auto cnode = anf_node->cast<CNodePtr>();
+  auto inputs = cnode->inputs();
+  std::vector<AnfNodePtr> new_inputs;
+  for (size_t i = 1; i < inputs.size(); ++i) {
+    if (!inputs[i]->isa<CNode>()) {
+      continue;
+    }
+    if (CheckPrimitiveType(inputs[i], prim::kPrimMakeTuple)) {
+      FetchCNodeFromMakeTuple(inputs[i], &new_inputs);
+      continue;
+    }
+    new_inputs.push_back(inputs[i]);
+  }
+  for (auto &node : new_inputs) {
+    func_graph->get_return()->add_input(node);
+  }
+  auto value = std::make_shared<UMonad>();
+  bool replace_succ = func_graph->manager()->Replace(anf_node, NewValueNode(value));
+  if (!replace_succ) {
+    MS_LOG(ERROR) << "replace redundant op failed.";
+    return lite::RET_ERROR;
+  }
+  return RET_OK;
+}
+
 int RemoveRedundantOpPass::ReplaceTupleGetItem(const AnfNodePtr &anf_node, const FuncGraphManagerPtr &manager) {
   if (!utils::isa<CNodePtr>(anf_node)) {
     MS_LOG(DEBUG) << "anf node is node a cnode.";
@@ -111,7 +157,7 @@ bool RemoveRedundantOpPass::Run(const FuncGraphPtr &func_graph) {
       status = ReplaceOp(node, manager);
     }
     if (CheckPrimitiveType(node, prim::kPrimUpdateState)) {
-      status = ReplaceOp(node, manager);
+      status = ReplaceUpdateStateOp(func_graph, node);
     }
     if (CheckPrimitiveType(node, prim::kPrimTupleGetItem)) {
       status = ReplaceTupleGetItem(node, manager);
diff --git a/mindspore/lite/tools/optimizer/graph/redundant_op_remove_pass.h b/mindspore/lite/tools/optimizer/graph/redundant_op_remove_pass.h
index 1bef786eaa..ad7532aa70 100644
--- a/mindspore/lite/tools/optimizer/graph/redundant_op_remove_pass.h
+++ b/mindspore/lite/tools/optimizer/graph/redundant_op_remove_pass.h
@@ -29,6 +29,7 @@ class RemoveRedundantOpPass : public Pass {
   RemoveRedundantOpPass() : Pass("remove_redundant_op_pass") {}
   ~RemoveRedundantOpPass() override = default;
   int ReplaceOp(const AnfNodePtr &anf_node, const FuncGraphManagerPtr &manager);
+  int ReplaceUpdateStateOp(const FuncGraphPtr &func_graph, const AnfNodePtr &anf_node);
   int ReplaceTupleGetItem(const AnfNodePtr &anf_node, const FuncGraphManagerPtr &manager);
   bool Run(const FuncGraphPtr &graph) override;