diff --git a/paddle/fluid/distributed/collective/custom_ccl_tools.h b/paddle/fluid/distributed/collective/custom_ccl_tools.h
index 9431c8d3e52756da356eb2500818cfa7cdcb0114..d3ebc639a3c11ce37a7d6c0759b9e79b85bc4eed 100644
--- a/paddle/fluid/distributed/collective/custom_ccl_tools.h
+++ b/paddle/fluid/distributed/collective/custom_ccl_tools.h
@@ -14,7 +14,12 @@
 
 #pragma once
 
+#if defined(__APPLE__)
+#include <mach/error.h>
+#else
 #include <error.h>
+#endif
+
 #include <string>
 
 #include "paddle/fluid/distributed/collective/types.h"
diff --git a/paddle/phi/backends/device_ext.h b/paddle/phi/backends/device_ext.h
index e383dde1a2e1911cd469a9d95bff4fe7786fb2fb..4563160e335a1f0fdf576143ab3c982889ff4758 100644
--- a/paddle/phi/backends/device_ext.h
+++ b/paddle/phi/backends/device_ext.h
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 #pragma once
-#if !defined(_WIN32) && !defined(__APPLE__)
+#if !defined(_WIN32)
 #include <cstddef>
 #include <cstring>
 
diff --git a/paddle/phi/backends/device_manager.cc b/paddle/phi/backends/device_manager.cc
index cb7e77bab3fdf5e57d3d815ccd336ee27352884a..c95616150d3a6392e65d392ad7427902ec1c06a0 100644
--- a/paddle/phi/backends/device_manager.cc
+++ b/paddle/phi/backends/device_manager.cc
@@ -655,7 +655,11 @@ void DeviceManager::Clear() {
 
 std::vector<std::string> ListAllLibraries(const std::string& library_dir) {
   std::vector<std::string> libraries;
+#if defined(__APPLE__)
+  std::regex express(".*\\.dylib");
+#else
   std::regex express(".*\\.so");
+#endif
   std::match_results<std::string::iterator> results;
 
 #if !defined(_WIN32)