diff --git a/paddle/framework/scope.h b/paddle/framework/scope.h
index 2f8d6dbd9763220903d52d6f26aa769f08ad86bb..bb22c4b834f08e585045a97e9756cf359a1d89c2 100644
--- a/paddle/framework/scope.h
+++ b/paddle/framework/scope.h
@@ -31,10 +31,16 @@ namespace framework {
  * scope.
  */
 class Scope {
- public:
+ private:
   explicit Scope(const std::shared_ptr<Scope>& parent = nullptr)
       : parent_(parent) {}
 
+ public:
+  static std::shared_ptr<Scope> Create(
+      const std::shared_ptr<Scope>& parent = nullptr) {
+    return std::make_shared<Scope>(Scope(parent));
+  }
+
   /// Create Variable in this Scope. Failed if Variable already been
   /// created.
   Variable* CreateVariable(const std::string& name) {
diff --git a/paddle/framework/scope_test.cc b/paddle/framework/scope_test.cc
index 34ee21e1aaa11202f837a2a0cac239da2c0b2e66..d73391d9770e84b5f3c7a15bd240dedfd1d8a559 100644
--- a/paddle/framework/scope_test.cc
+++ b/paddle/framework/scope_test.cc
@@ -19,7 +19,7 @@ TEST(Scope, Create) {
   using paddle::framework::Scope;
   using paddle::framework::Variable;
 
-  Scope* scope = new Scope();
+  auto scope = Scope::Create();
 
   Variable* var0 = scope->CreateVariable("");
   EXPECT_NE(var0, nullptr);
@@ -42,10 +42,10 @@ TEST(Scope, Parent) {
   using paddle::framework::Scope;
   using paddle::framework::Variable;
 
-  const auto parent_scope_ptr = std::shared_ptr<Scope>(new Scope());
-  Scope* scope = new Scope(parent_scope_ptr);
+  auto parent_scope = Scope::Create();
+  auto scope = Scope::Create(parent_scope);
 
-  Variable* var0 = parent_scope_ptr->CreateVariable("a");
+  Variable* var0 = parent_scope->CreateVariable("a");
   EXPECT_NE(var0, nullptr);
 
   Variable* var1 = scope->GetVariable("a");