diff --git a/paddle/fluid/distributed/collective/ProcessGroup.h b/paddle/fluid/distributed/collective/ProcessGroup.h
index 949dd62deb53d8ab848da56644461d1e7fdcbf79..50d2807202d356c100eb2887e8ae9bde1b748774 100644
--- a/paddle/fluid/distributed/collective/ProcessGroup.h
+++ b/paddle/fluid/distributed/collective/ProcessGroup.h
@@ -83,15 +83,14 @@ class ProcessGroup {
   };
 
  public:
+  explicit ProcessGroup(int rank, int size, int gid);
+  virtual ~ProcessGroup() = default;
+  // TODO(dev): This constructor will be removed later.
   explicit ProcessGroup(int rank,
                         int size,
                         const platform::Place& place,
                         int gid);
 
-  explicit ProcessGroup(int rank, int size, int gid);
-
-  virtual ~ProcessGroup() {}
-
   int GetRank() const { return rank_; }
 
   int GetSize() const { return size_; }
diff --git a/paddle/fluid/distributed/collective/ProcessGroupBKCL.cc b/paddle/fluid/distributed/collective/ProcessGroupBKCL.cc
index 40f2172b374ca2e882e2ea6028ff7cf4d29ef5ce..d9b6d490a55708363e0d5d2bf85659904fdba3a8 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupBKCL.cc
+++ b/paddle/fluid/distributed/collective/ProcessGroupBKCL.cc
@@ -20,6 +20,7 @@
 #include "paddle/fluid/platform/device/xpu/xpu_info.h"
 #include "paddle/fluid/platform/device_context.h"
 #include "paddle/fluid/platform/place.h"
+#include "paddle/phi/core/errors.h"
 
 namespace paddle {
 namespace distributed {
@@ -68,11 +69,8 @@ void ProcessGroupBKCL::BKCLTask::Synchronize() { Wait(kWaitTimeout); }
 ProcessGroupBKCL::ProcessGroupBKCL(const std::shared_ptr<Store>& store,
                                    int rank,
                                    int size,
-                                   const platform::Place& place,
                                    int gid)
-    : ProcessGroupStream(rank, size, place, gid), store_(store) {
-  platform::SetXPUDeviceId(place_.device);
-}
+    : ProcessGroupStream(rank, size, gid), store_(store) {}
 
 void ProcessGroupBKCL::GroupStart() {
   PADDLE_ENFORCE_XPU_SUCCESS(bkcl_group_start());
@@ -255,8 +253,13 @@ std::shared_ptr<ProcessGroup::Task> ProcessGroupBKCL::AllGather(
 
 std::shared_ptr<ProcessGroup::Task> ProcessGroupBKCL::Barrier(
     const BarrierOptions& opts) {
+  PADDLE_ENFORCE_GE(opts.device_id,
+                    0,
+                    platform::errors::PreconditionNotMet(
+                        "The barrier device id must greater or equal than 0."));
+  platform::XPUPlace place(opts.device_id);
   auto allocator = std::unique_ptr<phi::Allocator>(
-      new paddle::experimental::DefaultAllocator(place_));
+      new paddle::experimental::DefaultAllocator(place));
   phi::DenseTensorMeta meta(phi::DataType::FLOAT32, phi::DDim{1});
   phi::DenseTensor barrier_tensor{allocator.get(), meta};
 
diff --git a/paddle/fluid/distributed/collective/ProcessGroupBKCL.h b/paddle/fluid/distributed/collective/ProcessGroupBKCL.h
index 0041d903de78af7ea02c3efa89e5b8c506cd81ff..6d457c88a8e770aec564b25eaeb271531f183d1e 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupBKCL.h
+++ b/paddle/fluid/distributed/collective/ProcessGroupBKCL.h
@@ -71,7 +71,6 @@ class ProcessGroupBKCL : public ProcessGroupStream {
   ProcessGroupBKCL(const std::shared_ptr<Store>& store,
                    int rank,
                    int size,
-                   const platform::Place& place,
                    int gid);
 
   std::string GetBackendName() const override {
diff --git a/paddle/fluid/distributed/collective/ProcessGroupCustom.cc b/paddle/fluid/distributed/collective/ProcessGroupCustom.cc
index 87bd474477eb991f169b2067e870761154a07c34..d71a8b975e46e120b206aaae0e18e2bfc73ad2b6 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupCustom.cc
+++ b/paddle/fluid/distributed/collective/ProcessGroupCustom.cc
@@ -98,15 +98,11 @@ bool ProcessGroupCustom::CustomTask::Wait(std::chrono::milliseconds timeout) {
 void ProcessGroupCustom::CustomTask::Synchronize() { Wait(kWaitTimeout); }
 
 ProcessGroupCustom::ProcessGroupCustom(const std::shared_ptr<Store>& store,
+                                       const std::string& device_type,
                                        int rank,
                                        int size,
-                                       const platform::Place& place,
                                        int gid)
-    : ProcessGroup(rank, size, place, gid),
-      store_(store),
-      device_type_(place.GetDeviceType()) {
-  phi::DeviceManager::SetDevice(place_);
-}
+    : ProcessGroup(rank, size, gid), store_(store), device_type_(device_type) {}
 
 void ProcessGroupCustom::BroadcastUniqueCustomID(
     std::vector<phi::ccl::CCLRootId>& ccl_ids) {  // NOLINT
@@ -379,7 +375,12 @@ std::shared_ptr<ProcessGroup::Task> ProcessGroupCustom::Broadcast(
 std::shared_ptr<ProcessGroup::Task> ProcessGroupCustom::Barrier(
     const BarrierOptions& opts) {
   // Only support single card single process
-  std::vector<phi::CustomPlace> places = {place_};
+  PADDLE_ENFORCE_GE(opts.device_id,
+                    0,
+                    platform::errors::PreconditionNotMet(
+                        "The barrier device id must greater or equal than 0."));
+  platform::CustomPlace place(device_type_, opts.device_id);
+  std::vector<phi::CustomPlace> places = {place};
   std::vector<phi::DenseTensor> barrierTensors;
   barrierTensors.reserve(places.size());
 
diff --git a/paddle/fluid/distributed/collective/ProcessGroupCustom.h b/paddle/fluid/distributed/collective/ProcessGroupCustom.h
index 15d6193237d879c3616975a22d6436dc9cbcd430..b74d0c70de623d9dcbbaa6b958809225cc426db0 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupCustom.h
+++ b/paddle/fluid/distributed/collective/ProcessGroupCustom.h
@@ -64,9 +64,9 @@ class ProcessGroupCustom : public ProcessGroup {
   };
 
   ProcessGroupCustom(const std::shared_ptr<Store>& store,
+                     const std::string& device_type,
                      int rank,
                      int size,
-                     const platform::Place& place,
                      int gid);
 
   std::string GetBackendName() const override { return "XCCL_" + device_type_; }
diff --git a/paddle/fluid/distributed/collective/ProcessGroupGloo.cc b/paddle/fluid/distributed/collective/ProcessGroupGloo.cc
index 5cb4daf728b33d25096e6ea1a68baacae1130fde..2d6d4c88dd4d09f9499b83e9a3f0daf6ba48b3bf 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupGloo.cc
+++ b/paddle/fluid/distributed/collective/ProcessGroupGloo.cc
@@ -180,10 +180,9 @@ ProcessGroupGloo::ProcessGroupGloo(
     const std::shared_ptr<distributed::Store>& store,
     int rank,
     int world_size,
-    const platform::Place& place,
     int gid,
     const std::shared_ptr<GlooOptions> options)
-    : ProcessGroup(rank, world_size, place, gid),
+    : ProcessGroup(rank, world_size, gid),
       _tag(0),
       _store(new GlooStore(store)) {
   _context = std::make_shared<gloo::rendezvous::Context>(rank, world_size);
diff --git a/paddle/fluid/distributed/collective/ProcessGroupGloo.h b/paddle/fluid/distributed/collective/ProcessGroupGloo.h
index 9796f916639540c69562fcd21063209364432d30..4e2c0eff12c82cbc37331ce4f8be006865ee8fa9 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupGloo.h
+++ b/paddle/fluid/distributed/collective/ProcessGroupGloo.h
@@ -102,7 +102,6 @@ class ProcessGroupGloo : public ProcessGroup {
       const std::shared_ptr<paddle::distributed::Store>& store,
       int rank,
       int world_size,
-      const platform::Place& place,
       int gid,
       std::shared_ptr<GlooOptions> options);
 
diff --git a/paddle/fluid/distributed/collective/ProcessGroupNCCL.cc b/paddle/fluid/distributed/collective/ProcessGroupNCCL.cc
index 3748f22ebe52d0484117783d5cf90ceb6cc9e7a2..a1f7754a5790085fc0a88bb318acf9723a9b4a7d 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupNCCL.cc
+++ b/paddle/fluid/distributed/collective/ProcessGroupNCCL.cc
@@ -16,6 +16,7 @@
 
 #include "paddle/fluid/distributed/collective/Common.h"
 #include "paddle/fluid/platform/device/gpu/nccl_helper.h"
+#include "paddle/fluid/platform/place.h"
 #include "paddle/phi/api/lib/utils/allocator.h"
 
 DECLARE_bool(nccl_blocking_wait);
@@ -81,11 +82,8 @@ void ProcessGroupNCCL::NCCLTask::Synchronize() { Wait(kWaitTimeout); }
 ProcessGroupNCCL::ProcessGroupNCCL(const std::shared_ptr<Store>& store,
                                    int rank,
                                    int size,
-                                   const platform::Place& place,
                                    int gid)
-    : ProcessGroupStream(rank, size, place, gid), store_(store) {
-  platform::SetDeviceId(place_.device);
-}
+    : ProcessGroupStream(rank, size, gid), store_(store) {}
 
 void ProcessGroupNCCL::GroupStart() {
   PADDLE_ENFORCE_GPU_SUCCESS(platform::dynload::ncclGroupStart());
@@ -182,8 +180,13 @@ std::shared_ptr<ProcessGroup::Task> ProcessGroupNCCL::AllReduce(
 
 std::shared_ptr<ProcessGroup::Task> ProcessGroupNCCL::Barrier(
     const BarrierOptions& opts) {
+  PADDLE_ENFORCE_GE(opts.device_id,
+                    0,
+                    platform::errors::PreconditionNotMet(
+                        "The barrier device id must greater or equal than 0."));
+  platform::CUDAPlace place(opts.device_id);
   auto allocator = std::unique_ptr<phi::Allocator>(
-      new paddle::experimental::DefaultAllocator(place_));
+      new paddle::experimental::DefaultAllocator(place));
   phi::DenseTensorMeta meta(phi::DataType::FLOAT32, phi::DDim{1});
   phi::DenseTensor barrier_tensor{allocator.get(), meta};
 
diff --git a/paddle/fluid/distributed/collective/ProcessGroupNCCL.h b/paddle/fluid/distributed/collective/ProcessGroupNCCL.h
index 54ac390231734a51f905aa205153e665008d102b..7933636e3d17bc2ce79caf485a94c9f04b7c8a69 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupNCCL.h
+++ b/paddle/fluid/distributed/collective/ProcessGroupNCCL.h
@@ -85,7 +85,6 @@ class ProcessGroupNCCL final : public ProcessGroupStream {
   ProcessGroupNCCL(const std::shared_ptr<Store>& store,
                    int rank,
                    int size,
-                   const platform::Place& place,
                    int gid);
 
   std::string GetBackendName() const override { return "NCCL"; }
diff --git a/paddle/fluid/distributed/collective/ProcessGroupStream.cc b/paddle/fluid/distributed/collective/ProcessGroupStream.cc
index 0c191428502ddbe6e071904ce554830d191bc271..7fd01576fabe0ba4d1bf020a37dfd41f44fcb96e 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupStream.cc
+++ b/paddle/fluid/distributed/collective/ProcessGroupStream.cc
@@ -17,11 +17,8 @@
 namespace paddle {
 namespace distributed {
 
-ProcessGroupStream::ProcessGroupStream(int rank,
-                                       int size,
-                                       const platform::Place& place,
-                                       int gid)
-    : ProcessGroup(rank, size, place, gid) {}
+ProcessGroupStream::ProcessGroupStream(int rank, int size, int gid)
+    : ProcessGroup(rank, size, gid) {}
 
 const phi::DeviceContext& ProcessGroupStream::GetDeviceContext(
     const Place& place, bool use_calc_stream) const {
diff --git a/paddle/fluid/distributed/collective/ProcessGroupStream.h b/paddle/fluid/distributed/collective/ProcessGroupStream.h
index ec1a3391911feeeb4c8ca70cf281d8735c5300e0..fd68f6db5e360ed07877bbcad64e5a204a257c3e 100644
--- a/paddle/fluid/distributed/collective/ProcessGroupStream.h
+++ b/paddle/fluid/distributed/collective/ProcessGroupStream.h
@@ -55,7 +55,7 @@ class ProcessGroupStream : public ProcessGroup {
   };
 
  public:
-  ProcessGroupStream(int rank, int size, const platform::Place& place, int gid);
+  ProcessGroupStream(int rank, int size, int gid);
   virtual ~ProcessGroupStream() = default;
 
   virtual const phi::DeviceContext& GetDeviceContext(
diff --git a/paddle/fluid/distributed/collective/Types.h b/paddle/fluid/distributed/collective/Types.h
index 0ce92111f6a13579cf61dbce90565333affeb723..11628ea1f052aecc3003e9c7e5aa034099b07729 100644
--- a/paddle/fluid/distributed/collective/Types.h
+++ b/paddle/fluid/distributed/collective/Types.h
@@ -16,6 +16,7 @@
 #include <chrono>
 #include <cstdint>
 #include <vector>
+#include "paddle/phi/common/place.h"
 
 namespace paddle {
 namespace distributed {
@@ -33,7 +34,7 @@ struct BroadcastOptions {
 };
 
 struct BarrierOptions {
-  std::vector<int> place_ids;
+  int8_t device_id;
 };
 
 struct ReduceOptions {
diff --git a/paddle/fluid/pybind/distributed_py.cc b/paddle/fluid/pybind/distributed_py.cc
index de415393caacf4c0efb60de61bae789a9da630a5..9c7a89c395fa91b6fc51d2d613f657f5d572a65a 100644
--- a/paddle/fluid/pybind/distributed_py.cc
+++ b/paddle/fluid/pybind/distributed_py.cc
@@ -110,7 +110,7 @@ void BindDistributed(py::module *m) {
 
   py::class_<distributed::BarrierOptions>(*m, "BarrierOptions")
       .def(py::init<>())
-      .def_readwrite("place_ids", &distributed::BarrierOptions::place_ids);
+      .def_readwrite("device_id", &distributed::BarrierOptions::device_id);
 
   py::class_<distributed::ReduceOptions>(*m, "ReduceOptions")
       .def(py::init<>())
@@ -513,12 +513,12 @@ void BindDistributed(py::module *m) {
 
           .def(
               "barrier",
-              [](distributed::ProcessGroup &self, std::vector<int> place_ids) {
+              [](distributed::ProcessGroup &self, int8_t device_id) {
                 distributed::BarrierOptions opts;
-                opts.place_ids = place_ids;
+                opts.device_id = device_id;
                 return self.Barrier(opts);
               },
-              py::arg("place_ids") = std::vector<int>{},
+              py::arg("device_id") = -1,
               py::call_guard<py::gil_scoped_release>())
 
           // TODO(liyurui): Interface below will be removed in the future.
@@ -1214,12 +1214,10 @@ void BindDistributed(py::module *m) {
           .def(py::init<const std::shared_ptr<distributed::Store> &,
                         int,
                         int,
-                        const platform::CUDAPlace &,
                         int>(),
                py::arg("store"),
                py::arg("rank"),
                py::arg("world_size"),
-               py::arg("place"),
                py::arg("group_id") = 0,
                py::call_guard<py::gil_scoped_release>());
 
@@ -1254,14 +1252,14 @@ void BindDistributed(py::module *m) {
              std::shared_ptr<distributed::ProcessGroupCustom>>(
       *m, "ProcessGroupCustom", ProcessGroup)
       .def(py::init<const std::shared_ptr<distributed::Store> &,
+                    const std::string &,
                     int,
                     int,
-                    const platform::CustomPlace &,
                     int>(),
            py::arg("store"),
+           py::arg("device_type"),
            py::arg("rank"),
            py::arg("world_size"),
-           py::arg("place"),
            py::arg("group_id") = 0,
            py::call_guard<py::gil_scoped_release>());
 
@@ -1275,12 +1273,10 @@ void BindDistributed(py::module *m) {
           .def(py::init<const std::shared_ptr<distributed::Store> &,
                         int,
                         int,
-                        const platform::XPUPlace &,
                         int>(),
                py::arg("store"),
                py::arg("rank"),
                py::arg("world_size"),
-               py::arg("place"),
                py::arg("group_id") = 0,
                py::call_guard<py::gil_scoped_release>());
 #endif
@@ -1303,14 +1299,12 @@ void BindDistributed(py::module *m) {
       .def(py::init<const std::shared_ptr<paddle::distributed::Store> &,
                     int,
                     int,
-                    const platform::CPUPlace &,
                     int,
                     std::shared_ptr<GlooOptions> &>(),
            py::call_guard<py::gil_scoped_release>())
       .def(py::init([](const std::shared_ptr<paddle::distributed::Store> &store,
                        int rank,
                        int world_size,
-                       const platform::CPUPlace &place,
                        int gid) {
              auto opts = GlooOptions::create();
              char *ifname = getenv(GLOO_SOCKET_IFNAME_ENV.c_str());
@@ -1321,12 +1315,11 @@ void BindDistributed(py::module *m) {
                opts->device = ProcessGroupGloo::createDefaultDevice();
              }
              return std::make_shared<ProcessGroupGloo>(
-                 store, rank, world_size, place, gid, opts);
+                 store, rank, world_size, gid, opts);
            }),
            py::arg("store"),
            py::arg("rank"),
            py::arg("world_size"),
-           py::arg("place"),
            py::arg("group_id") = 0,
            py::call_guard<py::gil_scoped_release>())
       .def_static("create_default_device",
diff --git a/python/paddle/distributed/collective.py b/python/paddle/distributed/collective.py
index c4e09a620fc108a24da7c01c58ede02ae135421c..4bdc473f9a0acee9afb6f9f86f70ac103ec4c07b 100644
--- a/python/paddle/distributed/collective.py
+++ b/python/paddle/distributed/collective.py
@@ -152,17 +152,15 @@ def _new_process_group_impl(
     genv = _get_global_env()
     assert backend in _valid_backend_list, "Unsupported backend: %s." % backend
     if backend == "gloo":
-        place = core.CPUPlace()
-        pg = core.ProcessGroupGloo(store, rank, world_size, place, group_id)
+        pg = core.ProcessGroupGloo(store, rank, world_size, group_id)
     elif backend == "nccl":
-        place = core.CUDAPlace(genv.device_id)
-        pg = core.ProcessGroupNCCL(store, rank, world_size, place, group_id)
+        pg = core.ProcessGroupNCCL(store, rank, world_size, group_id)
     elif backend == "xccl":
-        place = core.CustomPlace(genv.device_type, genv.device_id)
-        pg = core.ProcessGroupCustom(store, rank, world_size, place, group_id)
+        pg = core.ProcessGroupCustom(
+            store, genv.device_type, rank, world_size, group_id
+        )
     elif backend == "bkcl":
-        place = core.XPUPlace(genv.device_id)
-        pg = core.ProcessGroupBKCL(store, rank, world_size, place, group_id)
+        pg = core.ProcessGroupBKCL(store, rank, world_size, group_id)
     return pg
 
 
@@ -192,7 +190,12 @@ def barrier(group=None):
 
     if in_dygraph_mode():
         group = _get_default_group() if group is None else group
-        task = group.process_group.barrier()
+        place = paddle.fluid.framework._current_expected_place()
+        if isinstance(place, paddle.fluid.core.CPUPlace):
+            task = group.process_group.barrier()
+        else:
+            device_id = place.get_device_id()
+            task = group.process_group.barrier(device_id)
         task.wait()
         return
 
diff --git a/python/paddle/fluid/tests/custom_runtime/process_group_xccl.py b/python/paddle/fluid/tests/custom_runtime/process_group_xccl.py
index 201b2d3df8657565f3edbee304dc848248aaaf52..1d3dfce9597a1ccb75e085f75e8bec05b8d1b2c6 100644
--- a/python/paddle/fluid/tests/custom_runtime/process_group_xccl.py
+++ b/python/paddle/fluid/tests/custom_runtime/process_group_xccl.py
@@ -30,9 +30,9 @@ def init_process_group(strategy=None):
     store = paddle.fluid.core.TCPStore("127.0.0.1", 6173, is_master, nranks)
     pg_group = core.ProcessGroupCustom(
         store,
+        ParallelEnv().device_type,
         rank,
         nranks,
-        paddle.CustomPlace(ParallelEnv().device_type, ParallelEnv().device_id),
     )
 
     return pg_group
@@ -51,9 +51,8 @@ class TestProcessGroupFp32(unittest.TestCase):
 
     def test_create_process_group_xccl(self):
         with _test_eager_guard():
-            paddle.set_device(
-                'custom_cpu:%d' % paddle.distributed.ParallelEnv().dev_id
-            )
+            device_id = paddle.distributed.ParallelEnv().dev_id
+            paddle.set_device('custom_cpu:%d' % device_id)
 
             pg = init_process_group()
 
@@ -119,11 +118,11 @@ class TestProcessGroupFp32(unittest.TestCase):
             # test barrier
             # rank 0
             if pg.rank() == 0:
-                task = pg.barrier()
+                task = pg.barrier(device_id)
                 task.wait()
             # rank 1
             else:
-                task = pg.barrier()
+                task = pg.barrier(device_id)
                 task.wait()
 
             print("test barrier api ok\n")
diff --git a/python/paddle/fluid/tests/unittests/collective/process_group_gloo.py b/python/paddle/fluid/tests/unittests/collective/process_group_gloo.py
index 3ace517991322174397e3767101fd0e929425299..f93adb60910b5255ee1ff3406b4ea9260be10c63 100644
--- a/python/paddle/fluid/tests/unittests/collective/process_group_gloo.py
+++ b/python/paddle/fluid/tests/unittests/collective/process_group_gloo.py
@@ -42,8 +42,7 @@ class TestProcessGroupFp32(unittest.TestCase):
             store = paddle.fluid.core.TCPStore(
                 "127.0.0.1", 6272, is_master, nranks, 30
             )
-            place = paddle.fluid.core.CPUPlace()
-            pg = paddle.fluid.core.ProcessGroupGloo(store, rank, nranks, place)
+            pg = paddle.fluid.core.ProcessGroupGloo(store, rank, nranks)
 
             # test allreduce sum
             # rank 0
diff --git a/python/paddle/fluid/tests/unittests/collective/process_group_nccl.py b/python/paddle/fluid/tests/unittests/collective/process_group_nccl.py
index ff949d8f14cf477d235efb78afd552bdab617abb..0303f469b301c0acf72d8f3a4bf9f73c50db68c7 100644
--- a/python/paddle/fluid/tests/unittests/collective/process_group_nccl.py
+++ b/python/paddle/fluid/tests/unittests/collective/process_group_nccl.py
@@ -44,9 +44,8 @@ class TestProcessGroupFp32(unittest.TestCase):
 
     def test_create_process_group_nccl(self):
         with _test_eager_guard():
-            paddle.set_device(
-                'gpu:%d' % paddle.distributed.ParallelEnv().dev_id
-            )
+            device_id = paddle.distributed.ParallelEnv().dev_id
+            paddle.set_device('gpu:%d' % device_id)
 
             pg = init_process_group()
             print("rank:", pg.rank(), "size:", pg.size(), "name:", pg.name())
@@ -170,10 +169,10 @@ class TestProcessGroupFp32(unittest.TestCase):
             # test barrier
             # rank 0
             if pg.rank() == 0:
-                dist.barrier()
+                pg.barrier(device_id)
             # rank 1
             else:
-                task = pg.barrier()
+                task = pg.barrier(device_id)
                 task.wait()
 
             print("test barrier api ok\n")
diff --git a/python/paddle/fluid/tests/unittests/xpu/process_group_bkcl.py b/python/paddle/fluid/tests/unittests/xpu/process_group_bkcl.py
index bb2cf6e1db7e00733b1b899d406cff7172a759e6..5ea3845c0bd18262264a85e2fc02fe85a54a79e9 100644
--- a/python/paddle/fluid/tests/unittests/xpu/process_group_bkcl.py
+++ b/python/paddle/fluid/tests/unittests/xpu/process_group_bkcl.py
@@ -20,7 +20,6 @@ import sys
 import paddle
 from paddle.fluid.framework import _test_eager_guard
 from paddle.fluid.dygraph.parallel import ParallelEnv
-import paddle.distributed as dist
 
 
 def init_process_group(strategy=None):
@@ -45,9 +44,8 @@ class TestProcessGroupFp32(unittest.TestCase):
 
     def test_create_process_group_bkcl(self):
         with _test_eager_guard():
-            paddle.set_device(
-                'xpu:%d' % paddle.distributed.ParallelEnv().dev_id
-            )
+            device_id = paddle.distributed.ParallelEnv().dev_id
+            paddle.set_device('xpu:%d' % device_id)
 
             pg = init_process_group()
             sys.stdout.write(
@@ -108,10 +106,10 @@ class TestProcessGroupFp32(unittest.TestCase):
             # test barrier
             # rank 0
             if pg.rank() == 0:
-                dist.barrier()
+                pg.barrier(device_id)
             # rank 1
             else:
-                task = pg.barrier()
+                task = pg.barrier(device_id)
                 task.wait()
 
             sys.stdout.write("rank {}: test barrier api ok\n".format(pg.rank()))