diff --git a/paddle/fluid/platform/device_context.cc b/paddle/fluid/platform/device_context.cc
index 2493fb71c019f9923012afa4a46cb3e95479f860..ed0dbdeb13ce93926c023f9f435776f1a1839933 100644
--- a/paddle/fluid/platform/device_context.cc
+++ b/paddle/fluid/platform/device_context.cc
@@ -291,7 +291,7 @@ CUDADeviceContext::CUDADeviceContext(CUDAPlace place)
     if (dynload::HasCUDNN()) {
       auto local_cudnn_version = cudnn_dso_ver / 100;
       auto compile_cudnn_version = CUDNN_VERSION / 100;
-      if (local_cudnn_version < compile_cudnn_version) {
+      if (local_cudnn_version < static_cast<size_t>(compile_cudnn_version)) {
         LOG_FIRST_N(WARNING, 1)
             << "WARNING: device: " << place_.device
             << ". The installed Paddle is compiled with CUDNN "
diff --git a/paddle/fluid/platform/enforce.h b/paddle/fluid/platform/enforce.h
index d32f9c8667d34246e55b039165bec05b7bec0376..54ad18a8e4abbddc0414ed32a719d46002e99188 100644
--- a/paddle/fluid/platform/enforce.h
+++ b/paddle/fluid/platform/enforce.h
@@ -31,6 +31,8 @@ limitations under the License. */
 #include <sstream>
 #include <stdexcept>
 #include <string>
+#include <type_traits>
+#include <utility>
 
 #include "glog/logging.h"
 #include "paddle/fluid/platform/macros.h"
@@ -280,16 +282,62 @@ inline void throw_on_error(ncclResult_t stat, const std::string& msg) {
     }                                                       \
   } while (0)
 
-#define __PADDLE_BINARY_COMPARE(__VAL0, __VAL1, __CMP, __INV_CMP, ...)  \
+namespace details {
+template <typename T>
+inline constexpr bool IsArithmetic() {
+  return std::is_arithmetic<T>::value;
+}
+
+template <typename T1, typename T2, bool kIsArithmetic /* = true */>
+struct TypeConverterImpl {
+  using Type1 = typename std::common_type<T1, T2>::type;
+  using Type2 = Type1;
+};
+
+template <typename T1, typename T2>
+struct TypeConverterImpl<T1, T2, false> {
+  using Type1 = T1;
+  using Type2 = T2;
+};
+
+template <typename T1, typename T2>
+struct TypeConverter {
+ private:
+  static constexpr bool kIsArithmetic =
+      IsArithmetic<T1>() && IsArithmetic<T2>();
+
+ public:
+  using Type1 = typename TypeConverterImpl<T1, T2, kIsArithmetic>::Type1;
+  using Type2 = typename TypeConverterImpl<T1, T2, kIsArithmetic>::Type2;
+};
+
+template <typename T1, typename T2>
+using CommonType1 = typename std::add_lvalue_reference<
+    typename std::add_const<typename TypeConverter<T1, T2>::Type1>::type>::type;
+
+template <typename T1, typename T2>
+using CommonType2 = typename std::add_lvalue_reference<
+    typename std::add_const<typename TypeConverter<T1, T2>::Type2>::type>::type;
+}  // namespace details
+
+#define __PADDLE_BINARY_COMPARE(__VAL1, __VAL2, __CMP, __INV_CMP, ...)  \
   do {                                                                  \
-    auto __cond1__ = (__VAL0);                                          \
-    auto __cond2__ = (__VAL1);                                          \
-    if (UNLIKELY(!((__cond1__)__CMP(__cond2__)))) {                     \
+    auto __val1 = (__VAL1);                                             \
+    auto __val2 = (__VAL2);                                             \
+    using __TYPE1__ = decltype(__val1);                                 \
+    using __TYPE2__ = decltype(__val2);                                 \
+    using __COMMON_TYPE1__ =                                            \
+        ::paddle::platform::details::CommonType1<__TYPE1__, __TYPE2__>; \
+    using __COMMON_TYPE2__ =                                            \
+        ::paddle::platform::details::CommonType2<__TYPE1__, __TYPE2__>; \
+    bool __is_not_error = (static_cast<__COMMON_TYPE1__>(__val1))__CMP( \
+        static_cast<__COMMON_TYPE2__>(__val2));                         \
+    if (UNLIKELY(!__is_not_error)) {                                    \
       PADDLE_THROW("Enforce failed. Expected %s " #__CMP                \
                    " %s, but received %s:%s " #__INV_CMP " %s:%s.\n%s", \
-                   #__VAL0, #__VAL1, #__VAL0,                           \
-                   ::paddle::string::to_string(__cond1__), #__VAL1,     \
-                   ::paddle::string::to_string(__cond2__),              \
+                   #__VAL1, #__VAL2, #__VAL1,                           \
+                   ::paddle::string::to_string(__val1), #__VAL2,        \
+                   ::paddle::string::to_string(__val2),                 \
                    ::paddle::string::Sprintf(__VA_ARGS__));             \
     }                                                                   \
   } while (0)
diff --git a/paddle/fluid/platform/enforce_test.cc b/paddle/fluid/platform/enforce_test.cc
index f235932225e582aee6317bbcbe2c1d5bb86da730..adcc95367f11dfa2722226e5a0386bedfa6e746e 100644
--- a/paddle/fluid/platform/enforce_test.cc
+++ b/paddle/fluid/platform/enforce_test.cc
@@ -234,7 +234,13 @@ TEST(ENFORCE_USER_DEFINED_CLASS, EQ) {
 
 TEST(ENFORCE_USER_DEFINED_CLASS, NE) {
   Dims a{{1, 2, 3, 4}}, b{{5, 6, 7, 8}};
-  ASSERT_THROW(PADDLE_ENFORCE_EQ(a, b), paddle::platform::EnforceNotMet);
+  bool caught_exception = false;
+  try {
+    PADDLE_ENFORCE_EQ(a, b);
+  } catch (paddle::platform::EnforceNotMet&) {
+    caught_exception = true;
+  }
+  EXPECT_TRUE(caught_exception);
 }
 
 TEST(EOF_EXCEPTION, THROW_EOF) {