diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index 9c1c95f37ed0785bfd770e7cbc02002daba8447b..c44e8827f0dc2dd6e50b6b5d481580bd63b98e6a 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -528,9 +528,50 @@ EOF
         elif [ "$1" == "cp37-cp37m" ]; then
             pip3.7 install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
         fi
+        tmpfile_rand=`date +%s%N`
+        tmpfile=$tmp_dir/$tmpfile_rand
         set +e
         ut_startTime_s=`date +%s`
-        ctest --output-on-failure -j $2;mactest_error=$?
+        ctest --output-on-failure -j $2 | tee $tmpfile
+        failed_test_lists=''
+        collect_failed_tests
+        set +x
+        mactest_error=0
+        retry_unittests_record=''
+        retry_time=3
+        exec_times=0
+        exec_time_array=('first' 'second' 'third')
+        if [ -n "$failed_test_lists" ];then
+            mactest_error=1
+            while ( [ $exec_times -lt $retry_time ] && [ -n "${failed_test_lists}" ] )
+                do
+                    retry_unittests_record="$retry_unittests_record$failed_test_lists"
+                    failed_test_lists_ult=`echo "${failed_test_lists}"`
+                    read retry_unittests <<< $(echo "$failed_test_lists" | grep -oEi "\-.+\(" | sed 's/(//' | sed 's/- //' )
+                    echo "========================================="
+                    echo "This is the ${exec_time_array[$exec_times]} time to re-run"
+                    echo "========================================="
+                    echo "The following unittest will be re-run:"
+                    echo "${retry_unittests}"
+                    echo "========================================="
+
+                    retry_unittests_regular=''
+                    for line in ${retry_unittests[@]} ;
+                        do
+                            if [[ "$retry_unittests_regular" == "" ]];then
+                                retry_unittests_regular="^$line$"
+                            else
+                                retry_unittests_regular="$retry_unittests_regular|^$line$"
+                            fi
+                        done
+                    rm -f $tmp_dir/*
+                    failed_test_lists=''
+                    ctest -R "($retry_unittests_regular)" --output-on-failure -j $2 | tee $tmpfile
+                    collect_failed_tests
+                    exec_times=$[$exec_times+1]
+                done
+        fi
+        #mactest_error=$?
         ut_endTime_s=`date +%s`
         echo "Mac testCase Time: $[ $ut_endTime_s - $ut_startTime_s ]s"
         paddle version
@@ -538,7 +579,21 @@ EOF
         export http_proxy=$my_proxy
         export https_proxy=$my_proxy
         if [ "$mactest_error" != 0 ];then
-            exit 8;
+            if [[ "$failed_test_lists" == "" ]]; then
+                echo "========================================"
+                echo "There are failed tests, which have been successful after re-run:"
+                echo "========================================"
+                echo "The following tests have been re-ran:"
+                echo "${retry_unittests_record}"
+            else
+                failed_test_lists_ult=`echo "${failed_test_lists}"`
+                echo "========================================"
+                echo "Summary Failed Tests... "
+                echo "========================================"
+                echo "The following tests FAILED: "
+                echo "${failed_test_lists_ult}"
+                exit 8;
+            fi
         fi
     fi
 }