diff --git a/ge/graph/build/task_generator.cc b/ge/graph/build/task_generator.cc
index 28101426..25095d75 100755
--- a/ge/graph/build/task_generator.cc
+++ b/ge/graph/build/task_generator.cc
@@ -795,7 +795,9 @@ uint32_t TaskGenerator::FindLastBpFromBpNode(const ComputeGraphPtr &graph, const
     GELOGI("bp_op_desc is %s, id is %ld", bp_op_desc->GetName().c_str(), bp_op_desc->GetId());
   }
 
-  GE_CHECK_NOTNULL(bp_op_desc);
+  if (bp_op_desc == nullptr) {
+    return last_bp;
+  }
   uint32_t current_idx = 0;
   for (auto &node : graph->GetNodes(graph->GetGraphUnknownFlag())) {
     OpDescPtr op_desc = node->GetOpDesc();
diff --git a/ge/graph/passes/net_output_pass.cc b/ge/graph/passes/net_output_pass.cc
index b203438e..100e73cd 100644
--- a/ge/graph/passes/net_output_pass.cc
+++ b/ge/graph/passes/net_output_pass.cc
@@ -40,6 +40,7 @@ static std::map<std::string, ge::DataType> output_type_str_to_datatype = {
 
 // the size of user defined output datatype or format string after split by ":".
 const size_t kUserDefinedElementCount = 2;
+const size_t kNodesCount = 2;
 
 Status NetOutputPass::GetRetvalOutputInfo(const ge::NodePtr &node,
                                           std::map<int32_t, RetvalInfo> &retval_node_index_map) {
@@ -424,11 +425,13 @@ Status NetOutputPass::AddCtrlEdgesBetweenLeafAndNetOutput(const ge::ComputeGraph
     GELOGI("No need to add ctrl edge to netoutput because user out nodes have been set.");
     return SUCCESS;
   }
+  bool graph_has_only_one_node_except_netoutput = (graph->GetDirectNodesSize() == kNodesCount);
   for (const auto &node : graph->GetDirectNode()) {
     if (node == nullptr || node->GetOpDesc() == nullptr || node->GetOpDesc()->GetType() == NETOUTPUT) {
       continue;
     }
-    if ((node->GetInControlNodes().size() != 0 || node->GetInDataNodes().size() != 0) &&
+    if ((node->GetInControlNodes().size() != 0 || node->GetInDataNodes().size() != 0 ||
+         graph_has_only_one_node_except_netoutput) &&
         node->GetOutDataNodesSize() == 0 && node->GetOutControlNodes().size() == 0) {
       GE_CHK_STATUS_RET(GraphUtils::AddEdge(node->GetOutControlAnchor(), net_out_node->GetInControlAnchor()),
                         "add edge failed");
@@ -493,10 +496,13 @@ Status NetOutputPass::AddNetOutputNodeToGraph(const ge::ComputeGraphPtr &graph,
   }
   GELOGI("[NETOUTPUT PASS] OutNodesInfo size:%zu, Targets Size:%zu, is_include_special_node_:%d",
          graph->GetGraphOutNodesInfo().size(), graph->GetGraphTargetNodesInfo().size(), is_include_special_node_);
-  // If user does not set out nodes and targets and no retval node, return false
+  // If user does not set out nodes and targets and no retval node, also add netoutput node
   if ((graph->GetGraphOutNodesInfo().empty()) && (graph->GetGraphTargetNodesInfo().empty()) &&
       !is_include_special_node_) {
-    GELOGI("[NETOUTPUT PASS] output_nodes and target_nodes and special nodes is empty!It means no need netoutput!");
+    GELOGI("[NETOUTPUT PASS] output_nodes and target_nodes and special nodes is empty!Add netoutput!");
+    output_node = graph->AddNode(net_output_desc);
+    GE_CHK_STATUS_RET(AddCtrlEdgesBetweenLeafAndNetOutput(graph, output_node),
+                      "add ctrl edge between leaf and netoutput failed");
     return SUCCESS;
   }
   GELOGI("[NETOUTPUT PASS] Output node size:%lu.", output_nodes_info.size());
diff --git a/ge/host_cpu_engine/ops_kernel_store/op/host_op.cc b/ge/host_cpu_engine/ops_kernel_store/op/host_op.cc
index 7f709f03..3e619635 100644
--- a/ge/host_cpu_engine/ops_kernel_store/op/host_op.cc
+++ b/ge/host_cpu_engine/ops_kernel_store/op/host_op.cc
@@ -35,5 +35,6 @@ REGISTER_OP_CREATOR(Mul, HostOp);
 REGISTER_OP_CREATOR(ConcatV2, HostOp);
 REGISTER_OP_CREATOR(Data, HostOp);
 REGISTER_OP_CREATOR(Fill, HostOp);
+REGISTER_OP_CREATOR(NetOutput, HostOp);
 }  // namespace host_cpu
 }  // namespace ge
diff --git a/ge/hybrid/node_executor/host_cpu/kernel/no_op_kernel.cc b/ge/hybrid/node_executor/host_cpu/kernel/no_op_kernel.cc
index b1b4e68c..1d450166 100644
--- a/ge/hybrid/node_executor/host_cpu/kernel/no_op_kernel.cc
+++ b/ge/hybrid/node_executor/host_cpu/kernel/no_op_kernel.cc
@@ -28,6 +28,7 @@ Status NoOpKernel::Compute(TaskContext& context) {
 }
 
 REGISTER_KERNEL_CREATOR(NoOp, NoOpKernel);
+REGISTER_KERNEL_CREATOR(NetOutput, NoOpKernel);
 }  // namespace host_cpu
 }  // namespace hybrid
 }  // namespace ge