diff --git a/mindspore/lite/tools/converter/legacy_optimizer/graph/subgraph_node_pass.cc b/mindspore/lite/tools/converter/legacy_optimizer/graph/subgraph_node_pass.cc
index 827619c2e5..66164d283d 100644
--- a/mindspore/lite/tools/converter/legacy_optimizer/graph/subgraph_node_pass.cc
+++ b/mindspore/lite/tools/converter/legacy_optimizer/graph/subgraph_node_pass.cc
@@ -115,6 +115,7 @@ STATUS SubgraphNodePass::Run(schema::MetaGraphT *graph) {
       auto &node = graph->nodes.at(i);
       std::vector<SubGraphT *> contain_node_input_subgraphs{};
       std::vector<SubGraphT *> contain_node_output_subgraphs{};
+      std::vector<SubGraphT *> contain_subgraphs{};
       for (auto &subgraph : graph->subGraph) {
         std::set<uint32_t> tensors_indices{};
         int ret = GetSubgraphAllTensorIndices(subgraph, graph, &tensors_indices);
@@ -129,26 +130,26 @@ STATUS SubgraphNodePass::Run(schema::MetaGraphT *graph) {
           contain_node_output_subgraphs.push_back(subgraph.get());
         }
       }
-      if (contain_node_input_subgraphs.size() == 1 && contain_node_output_subgraphs.size() == 1 &&
-          contain_node_output_subgraphs[0] != contain_node_input_subgraphs[0]) {
-        MS_LOG(ERROR) << "not support single node index insert.";
-        return RET_ERROR;
-      }
-      if (contain_node_input_subgraphs.size() == 1 && contain_node_output_subgraphs.size() == 1 &&
-          contain_node_output_subgraphs[0] == contain_node_input_subgraphs[0]) {
+      std::set_intersection(contain_node_input_subgraphs.begin(), contain_node_input_subgraphs.end(),
+                            contain_node_output_subgraphs.begin(), contain_node_output_subgraphs.end(),
+                            inserter(contain_subgraphs, contain_subgraphs.begin()));
+      if (contain_subgraphs.size() == 1) {
         IncreaseSubgraphNodeIndices(i, graph);
-        contain_node_input_subgraphs[0]->nodeIndices.push_back(i);
+        contain_subgraphs[0]->nodeIndices.push_back(i);
         continue;
       }
-      if (contain_node_input_subgraphs.size() == 1) {
+      if (contain_node_input_subgraphs.size() == 1 && contain_node_output_subgraphs.empty()) {
         IncreaseSubgraphNodeIndices(i, graph);
         contain_node_input_subgraphs[0]->nodeIndices.push_back(i);
         continue;
       }
-      if (contain_node_output_subgraphs.size() == 1) {
+      if (contain_node_output_subgraphs.size() == 1 && contain_node_input_subgraphs.empty()) {
         IncreaseSubgraphNodeIndices(i, graph);
         contain_node_output_subgraphs[0]->nodeIndices.push_back(i);
         continue;
+      } else {
+        MS_LOG(ERROR) << "Not able to find which subgraph to insert node: " << node->name;
+        return RET_ERROR;
       }
     }
   }