diff --git a/mindspore/ccsrc/pipeline/action.cc b/mindspore/ccsrc/pipeline/action.cc
index 326590584809f18c982232e31d29f129d78eaf8f..7d56551ff05872f0593463412dfb1e9c99f9680f 100644
--- a/mindspore/ccsrc/pipeline/action.cc
+++ b/mindspore/ccsrc/pipeline/action.cc
@@ -282,7 +282,7 @@ bool VmOptimizeAction(const ResourcePtr &res) { return OptimizeAction(res, kVmPa
 
 bool PynativeOptimizeAction(const ResourcePtr &res) { return OptimizeAction(res, kPynativePasses); }
 
-static bool IsCtrlSink(const FuncGraphPtr &graph) {
+static bool IsCtrlSink() {
   auto ms_ctx = MsContext::GetInstance();
   if (ms_ctx->execution_mode() != kGraphMode) {
     return false;
@@ -297,10 +297,9 @@ static bool IsCtrlSink(const FuncGraphPtr &graph) {
     return false;
   }
 
-  if (graph != nullptr && CompileGraphs::ContainMixedTarget(graph)) {
+  if (!ms_ctx->is_multi_graph_sink()) {
     return false;
   }
-
   return true;
 }
 
@@ -310,27 +309,29 @@ bool TaskEmitAction(const ResourcePtr &res) {
   }
   FuncGraphPtr func_graph = res->func_graph();
   auto bc_ptr = res->results()[kBackend].cast<compile::BackendPtr>();
-  if (IsCtrlSink(func_graph)) {
-    res->results()[kOutput] = bc_ptr->CompileGraph(NOT_NULL(func_graph));
-    return true;
-  }
-  std::vector<PrimitivePtr> cut_list = compile::nonlinear_ops;
-  if (bc_ptr->name() == kMsConvert) {
-    cut_list = compile::GetMsNonlinearOps();
-  }
-
-  std::shared_ptr<CompileGraphs> compile = std::make_shared<CompileGraphs>(bc_ptr, cut_list);
   auto context_ptr = MsContext::GetInstance();
   MS_EXCEPTION_IF_NULL(context_ptr);
   if (CompileGraphs::ContainMixedTarget(func_graph)) {
     bc_ptr->set_is_multi_graph_sink(false);
+    context_ptr->set_is_multi_graph_sink(false);
     context_ptr->set_loop_sink_flag(false);
   } else if (context_ptr->execution_mode() != kPynativeMode) {
     std::string device_target = context_ptr->device_target();
     if (device_target == kAscendDevice) {
       bc_ptr->set_is_multi_graph_sink(true);
+      context_ptr->set_is_multi_graph_sink(true);
     }
   }
+
+  if (IsCtrlSink()) {
+    res->results()[kOutput] = bc_ptr->CompileGraph(NOT_NULL(func_graph));
+    return true;
+  }
+  std::vector<PrimitivePtr> cut_list = compile::nonlinear_ops;
+  if (bc_ptr->name() == kMsConvert) {
+    cut_list = compile::GetMsNonlinearOps();
+  }
+  std::shared_ptr<CompileGraphs> compile = std::make_shared<CompileGraphs>(bc_ptr, cut_list);
   res->results()[kOutput] = compile->CompileAndLink(func_graph);
   return true;
 }
@@ -340,11 +341,10 @@ bool ExecuteAction(const ResourcePtr &res) {
     MS_LOG(EXCEPTION) << "Execute args error";
   }
 
-  if (IsCtrlSink(nullptr)) {
+  if (IsCtrlSink()) {
     if (!res->results()[kOutput].is<GraphId>()) {
       MS_LOG(EXCEPTION) << "Execute args error";
     }
-
     auto graph_id = res->results()[kOutput].cast<GraphId>();
     std::shared_ptr<compile::Backend> bc_ptr = res->results()[kBackend].cast<std::shared_ptr<compile::Backend>>();
     std::shared_ptr<compile::MsBackend> msbc_ptr = std::dynamic_pointer_cast<compile::MsBackend>(bc_ptr);