diff --git a/visualdl/server/data_manager.py b/visualdl/server/data_manager.py
index 6dcaa58fcc85bfeed07ee7f4ed62c568788d71d1..92bef1fd4a135f25dbc38702de41badd15d3ea54 100644
--- a/visualdl/server/data_manager.py
+++ b/visualdl/server/data_manager.py
@@ -222,7 +222,7 @@ class _ReservoirBucket(object):
             if len(self._items) < self._max_size or self._max_size == 0:
                 self._items.append(item)
             else:
-                r = self._random.randint(0, self._num_items_index)
+                r = self._random.randint(1, self._num_items_index)
                 if r < self._max_size:
                     self._items.pop(r)
                     self._items.append(item)