diff --git a/lite/api/cxx_api.h b/lite/api/cxx_api.h
index cec8e2ec3781bdc0f9cb9fd238301c65322cabec..67f9a9d1d84b88f93db560ce1a6903b711ad492f 100644
--- a/lite/api/cxx_api.h
+++ b/lite/api/cxx_api.h
@@ -80,11 +80,18 @@ class LITE_API Predictor {
              const std::vector<Place>& valid_places,
              const std::vector<std::string>& passes = {});
 
-  std::shared_ptr<Predictor> Clone() const {
+  std::shared_ptr<Predictor> Clone(
+      cosnst std::vector<std::string> var_names) const {
     //    CHECK(program_desc_) << "Both program and scope of current predicotr
     //    should  be not be nullptr in Clone mode." ;
     //    CHECK(scope_) << "Both program and scope of current predicotr should
     //    be not be nullptr in Clone mode.";
+    for (auto i : var_names) {
+      exec_scope_->Var(i);
+      auto* tensor = scope_->Var(i)->GetMutable<lite::Tensor>();
+      auto* sub_tensor = exec_scope_->Var(i)->GetMutable<lite::Tensor>();
+      sub_tensor->CopyDataFrom(tensor);
+    }
     auto predictor =
         std::make_shared<Predictor>(program_desc_, scope_, valid_places_);
     return predictor;
diff --git a/lite/api/cxx_api_impl.cc b/lite/api/cxx_api_impl.cc
index c327d47c99167dca9f6fbece94ffa60387afeb77..5faddd69d0bd2bbbe0efe8b341c92403601081c3 100644
--- a/lite/api/cxx_api_impl.cc
+++ b/lite/api/cxx_api_impl.cc
@@ -119,10 +119,11 @@ void CxxPaddleApiImpl::Run() {
   raw_predictor_->Run();
 }
 
-std::shared_ptr<lite_api::PaddlePredictor> CxxPaddleApiImpl::Clone() {
+std::shared_ptr<lite_api::PaddlePredictor> CxxPaddleApiImpl::Clone(
+    cosnst std::vector<std::string> var_names) {
   std::lock_guard<std::mutex> lock(mutex_);
-  auto predictor =
-      std::make_shared<lite::CxxPaddleApiImpl>(raw_predictor_->Clone());
+  auto predictor = std::make_shared<lite::CxxPaddleApiImpl>(
+      raw_predictor_->Clone(var_names));
   status_is_cloned_ = true;
   predictor->Init(config_);
   return predictor;