diff --git a/tools/get_pr_ut.py b/tools/get_pr_ut.py
index 05d368e0e8838c221665a25bde27c371df58b202..470242da34ddd001bbe4c0c303a42e346ce12897 100644
--- a/tools/get_pr_ut.py
+++ b/tools/get_pr_ut.py
@@ -130,7 +130,10 @@ class PRChecker(object):
             if not files:
                 break
             for f in files:
-                file_list.append(PADDLE_ROOT + f.filename)
+                if f.status == 'removed':
+                    file_list.append('removed')
+                else:
+                    file_list.append(PADDLE_ROOT + f.filename)
             page += 1
         return file_list
 
@@ -257,66 +260,73 @@ class PRChecker(object):
         notHitMapFiles = []
         hitMapFiles = []
         onlyCommentsFilesOrXpu = []
-        for f in self.get_pr_files():
-            if current_system == "Darwin" or current_system == "Windows" or self.suffix == ".py3":
-                f_judge = f.replace(PADDLE_ROOT, '/paddle/', 1)
-                f_judge = f_judge.replace('//', '/')
-            else:
-                f_judge = f
-            if f_judge not in file_ut_map:
-                if f_judge.endswith('.md'):
-                    ut_list.append('md_placeholder')
-                    onlyCommentsFilesOrXpu.append(f_judge)
-                elif 'tests/unittests/xpu' in f_judge or 'tests/unittests/npu' in f_judge:
-                    ut_list.append('xpu_npu_placeholder')
-                    onlyCommentsFilesOrXpu.append(f_judge)
-                elif f_judge.endswith(('.h', '.cu', '.cc', 'py')):
-                    if f_judge.find('test_') != -1 or f_judge.find(
-                            '_test') != -1:
-                        check_added_ut = True
-                    if self.is_only_comment(f):
-                        ut_list.append('comment_placeholder')
+        file_list = self.get_pr_files()
+        if 'removed' in file_list:
+            print("ipipe_log_param_PRECISION_TEST: false")
+            print("notHitMapFiles: [rm file]")
+            return ''
+        else:
+            for f in file_list:
+                if current_system == "Darwin" or current_system == "Windows" or self.suffix == ".py3":
+                    f_judge = f.replace(PADDLE_ROOT, '/paddle/', 1)
+                    f_judge = f_judge.replace('//', '/')
+                else:
+                    f_judge = f
+                if f_judge not in file_ut_map:
+                    if f_judge.endswith('.md'):
+                        ut_list.append('md_placeholder')
                         onlyCommentsFilesOrXpu.append(f_judge)
+                    elif 'tests/unittests/xpu' in f_judge or 'tests/unittests/npu' in f_judge:
+                        ut_list.append('xpu_npu_placeholder')
+                        onlyCommentsFilesOrXpu.append(f_judge)
+                    elif f_judge.endswith(('.h', '.cu', '.cc', 'py')):
+                        if f_judge.find('test_') != -1 or f_judge.find(
+                                '_test') != -1:
+                            check_added_ut = True
+                        if self.is_only_comment(f):
+                            ut_list.append('comment_placeholder')
+                            onlyCommentsFilesOrXpu.append(f_judge)
+                        else:
+                            notHitMapFiles.append(f_judge)
                     else:
                         notHitMapFiles.append(f_judge)
                 else:
-                    notHitMapFiles.append(f_judge)
+                    if self.is_only_comment(f):
+                        ut_list.append('comment_placeholder')
+                        onlyCommentsFilesOrXpu.append(f_judge)
+                    else:
+                        hitMapFiles.append(f_judge)
+                        ut_list.extend(file_ut_map.get(f_judge))
+            ut_list = list(set(ut_list))
+            if len(notHitMapFiles) != 0:
+                print("ipipe_log_param_PRECISION_TEST: false")
+                print("notHitMapFiles: %s" % notHitMapFiles)
+                return ''
             else:
-                if self.is_only_comment(f):
-                    ut_list.append('comment_placeholder')
-                    onlyCommentsFilesOrXpu.append(f_judge)
-                else:
-                    hitMapFiles.append(f_judge)
-                    ut_list.extend(file_ut_map.get(f_judge))
-        ut_list = list(set(ut_list))
-        if len(notHitMapFiles) != 0:
-            print("ipipe_log_param_PRECISION_TEST: false")
-            print("notHitMapFiles: %s" % notHitMapFiles)
-            return ''
-        else:
-            if check_added_ut:
-                with open('{}/added_ut'.format(PADDLE_ROOT)) as utfile:
-                    for ut in utfile:
-                        ut_list.append(ut.rstrip('\r\n'))
-            if ut_list:
-                ret = self.__urlretrieve(
-                    'https://paddle-docker-tar.bj.bcebos.com/pre_test/prec_delta',
-                    'prec_delta')
-                if ret:
-                    with open('prec_delta') as delta:
-                        for ut in delta:
+                if check_added_ut:
+                    with open('{}/added_ut'.format(PADDLE_ROOT)) as utfile:
+                        for ut in utfile:
                             ut_list.append(ut.rstrip('\r\n'))
-                else:
-                    print('PREC download prec_delta failed')
-                    exit(1)
-                print("ipipe_log_param_PRECISION_TEST: true")
-                print("ipipe_log_param_PRECISION_TEST_Cases_count: %s" %
-                      len(ut_list))
-                PRECISION_TEST_Cases_ratio = format(
-                    float(len(ut_list)) / float(self.get_all_count()), '.2f')
-                print("ipipe_log_param_PRECISION_TEST_Cases_ratio: %s" %
-                      PRECISION_TEST_Cases_ratio)
-            return '\n'.join(ut_list)
+                if ut_list:
+                    ret = self.__urlretrieve(
+                        'https://paddle-docker-tar.bj.bcebos.com/pre_test/prec_delta',
+                        'prec_delta')
+                    if ret:
+                        with open('prec_delta') as delta:
+                            for ut in delta:
+                                ut_list.append(ut.rstrip('\r\n'))
+                    else:
+                        print('PREC download prec_delta failed')
+                        exit(1)
+                    print("ipipe_log_param_PRECISION_TEST: true")
+                    print("ipipe_log_param_PRECISION_TEST_Cases_count: %s" %
+                          len(ut_list))
+                    PRECISION_TEST_Cases_ratio = format(
+                        float(len(ut_list)) / float(self.get_all_count()),
+                        '.2f')
+                    print("ipipe_log_param_PRECISION_TEST_Cases_ratio: %s" %
+                          PRECISION_TEST_Cases_ratio)
+                return '\n'.join(ut_list)
 
 
 if __name__ == '__main__':