diff --git a/python/paddle/fluid/incubate/fleet/base/role_maker.py b/python/paddle/fluid/incubate/fleet/base/role_maker.py
index a5e508d0a0defc1b0ed19827ac820200a116fa55..77f9ab33c4c343f371c0a752ee2e48f32691abe7 100644
--- a/python/paddle/fluid/incubate/fleet/base/role_maker.py
+++ b/python/paddle/fluid/incubate/fleet/base/role_maker.py
@@ -383,7 +383,7 @@ class MPISymetricRoleMaker(MPIRoleMaker):
         return the current number of worker
         """
         if self._check_role_generation():
-            return self._get_size() / self._proc_per_node
+            return int(self._get_size() / self._proc_per_node)
         return 0
 
     def _server_num(self):
@@ -391,30 +391,30 @@ class MPISymetricRoleMaker(MPIRoleMaker):
         return the current number of server
         """
         if self._check_role_generation():
-            return self._get_size() / self._proc_per_node
+            return int(self._get_size() / self._proc_per_node)
         else:
             self.generate_role()
-            return self._get_size() / self._proc_per_node
+            return int(self._get_size() / self._proc_per_node)
 
     def worker_index(self):
         """
         return the index of worker
         """
         if self._check_role_generation():
-            return self._rank / self._proc_per_node
+            return int(self._rank / self._proc_per_node)
         else:
             self.generate_role()
-            return self._get_size() / 2
+            return int(self._get_size() / 2)
 
     def server_index(self):
         """
         return the index of server
         """
         if self._check_role_generation():
-            return self._rank / self._proc_per_node
+            return int(self._rank / self._proc_per_node)
         else:
             self.generate_role()
-            return self._get_size() / self._proc_per_node
+            return int(self._get_size() / self._proc_per_node)
 
     def _all_reduce(self, input, output, mode="sum"):
         """
@@ -612,6 +612,7 @@ class GeneralRoleMaker(RoleMakerBase):
             # set running status of http server
             self._http_server_d["running"] = False
         self._iface = self.__get_default_iface()
+        self._iface = "" if self._iface == "lo" else self._iface
         # this environment variable can be empty
         self._prefix = os.getenv("SYS_JOB_ID", "")
 
diff --git a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/__init__.py b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/__init__.py
index 39cf3ebeb32a95fb0cf8d885fb2f8bbed2f05c65..2aea150cea7ae846facd3a9aaafa4753c46cdabc 100644
--- a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/__init__.py
+++ b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/__init__.py
@@ -270,6 +270,7 @@ class PSLib(Fleet):
         self._role_maker._barrier_worker()
         if self._role_maker.is_first_worker():
             self._fleet_ptr.stop_server()
+        if self._heter_ptr:
             self._heter_ptr.stop_xpu_service()
         self._role_maker._barrier_worker()
         self._role_maker._barrier_all()
diff --git a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/optimizer_factory.py b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/optimizer_factory.py
index 758c61fce1e5c007b7441c26ea6d3bc55bff37ed..61630d7769206921fa29c0bc731c948f92fe8f91 100644
--- a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/optimizer_factory.py
+++ b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/optimizer_factory.py
@@ -849,7 +849,7 @@ class DistributedAdam(DistributedOptimizerImplBase):
             "user_define_dump_filename", "")
         opt_info["dump_fields_path"] = strategy.get("dump_fields_path", "")
         opt_info["dump_param"] = strategy.get("dump_param", [])
-        gpus_env = os.getenv("FLAGS_selected_gpus")
+        gpus_env = os.getenv("FLAGS_selected_gpus", "0")
         opt_info["worker_places"] = [int(s) for s in gpus_env.split(",")]
         opt_info["use_ps_gpu"] = strategy.get("use_ps_gpu", False)
         if server._server.downpour_server_param.downpour_table_param[
diff --git a/python/paddle/fluid/incubate/fleet/utils/hdfs.py b/python/paddle/fluid/incubate/fleet/utils/hdfs.py
index fe09692531ad3a80e06022cd02d84fe23f7bc6ae..e5b2129e857f4b27f52da6f06b34d47dc0c299ac 100644
--- a/python/paddle/fluid/incubate/fleet/utils/hdfs.py
+++ b/python/paddle/fluid/incubate/fleet/utils/hdfs.py
@@ -25,8 +25,8 @@ import errno
 import time
 import logging
 import six
-from . import fs
-from .fs import FS, LocalFS, FSFileExistsError, FSFileNotExistsError, ExecuteError, FSTimeOut, FSShellCmdAborted
+#from . import fs
+from paddle.distributed.fleet.utils.fs import FS, LocalFS, FSFileExistsError, FSFileNotExistsError, ExecuteError, FSTimeOut, FSShellCmdAborted
 from paddle.fluid import core
 import functools