diff --git a/paddle/fluid/distributed/fleet_executor/fleet_executor.h b/paddle/fluid/distributed/fleet_executor/fleet_executor.h
index c939f70955c61337c861425f28e12941d58ec626..6343e21f7dcb836758b479d43227b2fd85eb5704 100644
--- a/paddle/fluid/distributed/fleet_executor/fleet_executor.h
+++ b/paddle/fluid/distributed/fleet_executor/fleet_executor.h
@@ -31,12 +31,11 @@ class MessageBus;
 class FleetExecutor final {
  public:
   FleetExecutor() = delete;
-  FleetExecutor(const std::string& exe_desc_str);
+  explicit FleetExecutor(const std::string& exe_desc_str);
   ~FleetExecutor();
   void Init(const paddle::framework::ProgramDesc& program_desc);
   void Run();
   void Release();
-  static std::shared_ptr<Carrier> GetCarrier();
 
  private:
   DISABLE_COPY_AND_ASSIGN(FleetExecutor);
diff --git a/paddle/fluid/distributed/fleet_executor/interceptor.cc b/paddle/fluid/distributed/fleet_executor/interceptor.cc
index 696f7dd752eec3f2f5e800f8f7c76bf7e8befb1d..52806da6ad0ffc1009108ffa13ad0dbeb8bfa551 100644
--- a/paddle/fluid/distributed/fleet_executor/interceptor.cc
+++ b/paddle/fluid/distributed/fleet_executor/interceptor.cc
@@ -115,5 +115,27 @@ bool Interceptor::FetchRemoteMailbox() {
   return true;
 }
 
+static InterceptorFactory::CreateInterceptorMap& GetInterceptorMap() {
+  static InterceptorFactory::CreateInterceptorMap interceptorMap;
+  return interceptorMap;
+}
+
+std::unique_ptr<Interceptor> InterceptorFactory::Create(const std::string& type,
+                                                        int64_t id,
+                                                        TaskNode* node) {
+  auto& interceptor_map = GetInterceptorMap();
+  auto iter = interceptor_map.find(type);
+  PADDLE_ENFORCE_NE(
+      iter, interceptor_map.end(),
+      platform::errors::NotFound("interceptor %s is not register", type));
+  return iter->second(id, node);
+}
+
+void InterceptorFactory::Register(
+    const std::string& type, InterceptorFactory::CreateInterceptorFunc func) {
+  auto& interceptor_map = GetInterceptorMap();
+  interceptor_map.emplace(type, func);
+}
+
 }  // namespace distributed
 }  // namespace paddle
diff --git a/paddle/fluid/distributed/fleet_executor/interceptor.h b/paddle/fluid/distributed/fleet_executor/interceptor.h
index 2e86dc2fe525d44d491aad7b8ef730317b50777f..9497d7f3de0fa0ac99ea45ff04a90afe1653c11a 100644
--- a/paddle/fluid/distributed/fleet_executor/interceptor.h
+++ b/paddle/fluid/distributed/fleet_executor/interceptor.h
@@ -98,5 +98,32 @@ class Interceptor {
   std::queue<InterceptorMessage> local_mailbox_;
 };
 
+class InterceptorFactory {
+ public:
+  using CreateInterceptorFunc = std::unique_ptr<Interceptor> (*)(int64_t,
+                                                                 TaskNode*);
+  using CreateInterceptorMap =
+      std::unordered_map<std::string, CreateInterceptorFunc>;
+
+  static void Register(const std::string& type, CreateInterceptorFunc func);
+
+  static std::unique_ptr<Interceptor> Create(const std::string& type,
+                                             int64_t id, TaskNode* node);
+};
+
+#define REGISTER_INTERCEPTOR(interceptor_type, interceptor_class)          \
+  std::unique_ptr<Interceptor> CreatorInterceptor_##interceptor_type(      \
+      int64_t id, TaskNode* node) {                                        \
+    return std::make_unique<interceptor_class>(id, node);                  \
+  }                                                                        \
+  class __RegisterInterceptor_##interceptor_type {                         \
+   public:                                                                 \
+    __RegisterInterceptor_##interceptor_type() {                           \
+      InterceptorFactory::Register(#interceptor_type,                      \
+                                   CreatorInterceptor_##interceptor_type); \
+    }                                                                      \
+  };                                                                       \
+  __RegisterInterceptor_##interceptor_type g_register_##interceptor_type;
+
 }  // namespace distributed
 }  // namespace paddle
diff --git a/paddle/fluid/distributed/fleet_executor/test/interceptor_ping_pong_test.cc b/paddle/fluid/distributed/fleet_executor/test/interceptor_ping_pong_test.cc
index 783c924398a70307b47c28b90082241fb711b344..52df12395d55a6173098cdb44b519c69bc682d78 100644
--- a/paddle/fluid/distributed/fleet_executor/test/interceptor_ping_pong_test.cc
+++ b/paddle/fluid/distributed/fleet_executor/test/interceptor_ping_pong_test.cc
@@ -51,6 +51,8 @@ class PingPongInterceptor : public Interceptor {
   int count_{0};
 };
 
+REGISTER_INTERCEPTOR(PingPong, PingPongInterceptor);
+
 TEST(InterceptorTest, PingPong) {
   MessageBus& msg_bus = MessageBus::Instance();
   msg_bus.Init({{0, 0}, {1, 0}}, {{0, "127.0.0.0:0"}}, "127.0.0.0:0");
@@ -58,7 +60,8 @@ TEST(InterceptorTest, PingPong) {
   Carrier& carrier = Carrier::Instance();
 
   Interceptor* a = carrier.SetInterceptor(
-      0, std::make_unique<PingPongInterceptor>(0, nullptr));
+      0, InterceptorFactory::Create("PingPong", 0, nullptr));
+
   carrier.SetInterceptor(1, std::make_unique<PingPongInterceptor>(1, nullptr));
   carrier.SetCreatingFlag(false);