diff --git a/mindspore/ccsrc/pipeline/jit/action.cc b/mindspore/ccsrc/pipeline/jit/action.cc
index 40b630a7b9..34ec1ff346 100644
--- a/mindspore/ccsrc/pipeline/jit/action.cc
+++ b/mindspore/ccsrc/pipeline/jit/action.cc
@@ -92,6 +92,19 @@ bool IsDynamicShapeGraph(FuncGraphPtr func_graph) {
                      [](const AnfNodePtr &node) { return AnfAlgo::IsNodeDynamicShape(node); });
 }
 
+bool ExistControlNode(FuncGraphPtr func_graph) {
+  MS_EXCEPTION_IF_NULL(func_graph);
+  auto node_list = TopoSort(func_graph->get_return());
+  std::vector<PrimitivePtr> control_ops = {prim::kPrimSwitch, prim::kPrimCall, prim::kPrimSwitchLayer};
+  for (auto &node : node_list) {
+    if (std::any_of(control_ops.begin(), control_ops.end(),
+                    [&](PrimitivePtr prim) { return AnfAlgo::CheckPrimitiveType(node, prim); })) {
+      return true;
+    }
+  }
+  return false;
+}
+
 bool EnableMindRTForAscendSubGraph(const FuncGraphManagerPtr manager, FuncGraphPtr func_graph) {
   MS_EXCEPTION_IF_NULL(manager);
   MS_EXCEPTION_IF_NULL(func_graph);
@@ -100,17 +113,21 @@ bool EnableMindRTForAscendSubGraph(const FuncGraphManagerPtr manager, FuncGraphP
   std::string device_target = context_ptr->get_param<std::string>(MS_CTX_DEVICE_TARGET);
   auto task_sink = context_ptr->get_param<bool>(MS_CTX_ENABLE_TASK_SINK);
   std::string backend = context_ptr->backend_policy();
+  auto graphs = manager->func_graphs();
+  bool exist_while =
+    std::any_of(graphs.cbegin(), graphs.cend(), [](const FuncGraphPtr &fg) { return fg->recursive(); });
+  bool exist_ctrl = exist_while || ExistControlNode(func_graph);
   if (!func_graph->ContainMultiTarget() && task_sink &&
       context_ptr->get_param<int>(MS_CTX_EXECUTION_MODE) == kGraphMode) {
-    auto graphs = manager->func_graphs();
-    bool exist_while =
-      std::any_of(graphs.cbegin(), graphs.cend(), [](const FuncGraphPtr &fg) { return fg->recursive(); });
     if (device_target == kAscendDevice && backend != kMsVm && !exist_while) {
       return true;
     }
   }
-  if (device_target == kAscendDevice && func_graph->ContainMultiTarget() && !IsDynamicShapeGraph(func_graph)) {
-    return true;
+  if (func_graph->ContainMultiTarget() && task_sink &&
+      context_ptr->get_param<int>(MS_CTX_EXECUTION_MODE) == kGraphMode) {
+    if (device_target == kAscendDevice && !IsDynamicShapeGraph(func_graph) && backend != kMsVm && !exist_ctrl) {
+      return true;
+    }
   }
   return false;
 }
diff --git a/mindspore/ccsrc/runtime/framework/actor/output_actor.cc b/mindspore/ccsrc/runtime/framework/actor/output_actor.cc
index 9b456c18d9..348f81abc6 100644
--- a/mindspore/ccsrc/runtime/framework/actor/output_actor.cc
+++ b/mindspore/ccsrc/runtime/framework/actor/output_actor.cc
@@ -121,7 +121,7 @@ TensorPtr OutputActor::CreateOutputTensor(const AnfNodePtr &output_node, size_t
     MS_LOG(ERROR) << "The output position is of range: " << output_position;
     return nullptr;
   }
-  auto device_context = device_contexts_[output_position];
+  auto &device_context = device_contexts_[output_position];
   MS_EXCEPTION_IF_NULL(device_context);
   if (device_context->GetDeviceAddressType() != device_tensor->DeviceType()) {
     auto old_device_context = device_context;