diff --git a/lite/core/context.h b/lite/core/context.h
index f8013ac5008e2478719b3d777a36d2bfac57ec6d..f3a6857b84478908dc8d205ec98f882c751b53a7 100644
--- a/lite/core/context.h
+++ b/lite/core/context.h
@@ -395,7 +395,7 @@ class KernelContext {
 class ContextScheduler {
  public:
   static ContextScheduler& Global() {
-    static auto* x = new ContextScheduler;
+    static auto x = std::unique_ptr<ContextScheduler>(new ContextScheduler);
     return *x;
   }
 
diff --git a/lite/core/device_info.h b/lite/core/device_info.h
index f5b75039ea14f67cee9d009261b2dd1fc6b46825..01f2c0991261e58eb6cff7d6fb5eebdcd00c463e 100644
--- a/lite/core/device_info.h
+++ b/lite/core/device_info.h
@@ -15,6 +15,7 @@
 #pragma once
 
 #include <cstdarg>
+#include <memory>
 #include <string>
 #include <vector>
 #include "lite/core/tensor.h"
@@ -43,7 +44,7 @@ typedef enum {
 class DeviceInfo {
  public:
   static DeviceInfo& Global() {
-    static auto* x = new DeviceInfo;
+    static auto x = std::unique_ptr<DeviceInfo>(new DeviceInfo);
     return *x;
   }
 
@@ -156,7 +157,7 @@ class Env {
   typedef TargetWrapper<Type> API;
   typedef std::vector<Device<Type>> Devs;
   static Devs& Global() {
-    static Devs* devs = new Devs();
+    static auto devs = std::unique_ptr<Devs>(new Devs);
     return *devs;
   }
   static void Init(int max_stream = 6) {
diff --git a/lite/core/op_registry.cc b/lite/core/op_registry.cc
index 29c853c70caa80add9d47182da228a36f031cb42..4fc1b8623ac30ce368af6a2634fa29eb13e5e54e 100644
--- a/lite/core/op_registry.cc
+++ b/lite/core/op_registry.cc
@@ -14,6 +14,7 @@
 
 #include "lite/core/op_registry.h"
 #include <list>
+#include <memory>
 #include <set>
 
 namespace paddle {
@@ -248,7 +249,7 @@ KernelRegistry::KernelRegistry()
 }
 
 KernelRegistry &KernelRegistry::Global() {
-  static auto *x = new KernelRegistry;
+  static auto x = std::unique_ptr<KernelRegistry>(new KernelRegistry);
   return *x;
 }
 
diff --git a/lite/utils/factory.h b/lite/utils/factory.h
index fea8561bcf783d96753968fa20c270934fef270b..72e1c04459962ec84c7a49307cb04521856a2e2f 100644
--- a/lite/utils/factory.h
+++ b/lite/utils/factory.h
@@ -48,7 +48,7 @@ class Factory {
   using creator_t = std::function<item_ptr_t()>;
 
   static Factory& Global() {
-    static Factory* x = new self_t;
+    static auto x = std::unique_ptr<self_t>(new self_t);
     return *x;
   }