diff --git a/cmake/configure.cmake b/cmake/configure.cmake
index 32ba2ff3ac627304c9d3095cca58a4a071d6b5b7..88e8dde8addbc46c6ad1ba804ecf57fb38a22d48 100644
--- a/cmake/configure.cmake
+++ b/cmake/configure.cmake
@@ -31,10 +31,12 @@ endif(NOT WITH_PROFILER)
 if(WITH_AVX AND AVX_FOUND)
     set(SIMD_FLAG ${AVX_FLAG})
     add_definitions(-DPADDLE_WITH_AVX)
-elseif(SSE3_FOUND)
-    if(NOT WIN32)
-        set(SIMD_FLAG ${SSE3_FLAG})
-    endif()
+elseif(SSE3_FOUND AND NOT WIN32)
+    set(SIMD_FLAG ${SSE3_FLAG})
+endif()
+
+if (SSE3_FOUND)
+    # TODO: Runtime detection should be used here.
     add_definitions(-DPADDLE_WITH_SSE3)
 endif()