diff --git a/mindspore/ccsrc/parallel/CMakeLists.txt b/mindspore/ccsrc/parallel/CMakeLists.txt
index 940b1ed1d85..e435599e095 100644
--- a/mindspore/ccsrc/parallel/CMakeLists.txt
+++ b/mindspore/ccsrc/parallel/CMakeLists.txt
@@ -1,4 +1,5 @@
 file(GLOB_RECURSE _PARALLEL_SRC_FILES RELATIVE ${CMAKE_CURRENT_SOURCE_DIR} "*.cc")
+list(REMOVE_ITEM _PARALLEL_SRC_FILES  "ps/util.cc" "ps/scheduler.cc")
 if (ENABLE_DUMP_PROTO)
     list(REMOVE_ITEM _PARALLEL_SRC_FILES "parallel/strategy_checkpoint/parallel_strategy_checkpoint.cc")
 endif ()
diff --git a/mindspore/ccsrc/parallel/ps/scheduler.cc b/mindspore/ccsrc/parallel/ps/scheduler.cc
new file mode 100755
index 00000000000..81cd5f9358e
--- /dev/null
+++ b/mindspore/ccsrc/parallel/ps/scheduler.cc
@@ -0,0 +1,32 @@
+/**
+ * Copyright 2020 Huawei Technologies Co., Ltd
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "parallel/ps/scheduler.h"
+#include <unistd.h>
+#include "ps/ps.h"
+
+namespace mindspore {
+namespace parallel {
+namespace ps {
+void Scheduler::Run() {
+  ::ps::Start(0);
+  while (true) {
+    sleep(1);
+  }
+}
+}  // namespace ps
+}  // namespace parallel
+}  // namespace mindspore
diff --git a/mindspore/ccsrc/parallel/ps/scheduler.h b/mindspore/ccsrc/parallel/ps/scheduler.h
new file mode 100755
index 00000000000..e656bcfd22c
--- /dev/null
+++ b/mindspore/ccsrc/parallel/ps/scheduler.h
@@ -0,0 +1,40 @@
+/**
+ * Copyright 2020 Huawei Technologies Co., Ltd
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef MINDSPORE_MINDSPORE_CCSRC_PARALLEL_PS_SCHEDULER_H_
+#define MINDSPORE_MINDSPORE_CCSRC_PARALLEL_PS_SCHEDULER_H_
+namespace mindspore {
+namespace parallel {
+namespace ps {
+class Scheduler {
+ public:
+  static Scheduler &GetInstance() {
+    static Scheduler instance;
+    return instance;
+  }
+
+  void Run();
+
+ private:
+  Scheduler() = default;
+  ~Scheduler() = default;
+  Scheduler(const Scheduler &) = delete;
+  Scheduler &operator=(const Scheduler &) = delete;
+};
+}  // namespace ps
+}  // namespace parallel
+}  // namespace mindspore
+#endif  // MINDSPORE_MINDSPORE_CCSRC_PARALLEL_PS_SCHEDULER_H_
diff --git a/mindspore/ccsrc/parallel/ps/util.cc b/mindspore/ccsrc/parallel/ps/util.cc
new file mode 100644
index 00000000000..dbc258284e7
--- /dev/null
+++ b/mindspore/ccsrc/parallel/ps/util.cc
@@ -0,0 +1,128 @@
+/**
+ * Copyright 2020 Huawei Technologies Co., Ltd
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "parallel/ps/util.h"
+#include <unordered_map>
+#include "parallel/ps/common.h"
+#include "common/utils.h"
+
+namespace mindspore {
+namespace parallel {
+namespace ps {
+std::unordered_map<std::string, int> Util::optimizer_to_ids{
+  {kApplyMomentum, 0},
+  {kSparseAdam, 1},
+  {kSparseFtrl, 2},
+};
+
+std::unordered_map<int, std::string> Util::id_to_optimizers{
+  {0, kApplyMomentum},
+  {1, kSparseAdam},
+  {2, kSparseFtrl},
+};
+bool Util::IsParamServerMode() { return IsRoleOfWorker() || IsRoleOfPServer() || IsRoleOfScheduler(); }
+
+bool Util::IsRoleOfWorker() {
+  auto role = common::GetEnv(kEnvRole);
+  if (strcmp(role.c_str(), kEnvRoleOfWorker) == 0) {
+    return true;
+  } else {
+    return false;
+  }
+}
+
+bool Util::IsRoleOfPServer() {
+  auto role = common::GetEnv(kEnvRole);
+  if (strcmp(role.c_str(), kEnvRoleOfPServer) == 0) {
+    return true;
+  } else {
+    return false;
+  }
+}
+
+bool Util::IsRoleOfScheduler() {
+  auto role = common::GetEnv(kEnvRole);
+  if (strcmp(role.c_str(), kEnvRoleOfScheduler) == 0) {
+    return true;
+  } else {
+    return false;
+  }
+}
+
+void Util::SetInternalEnvVar() {
+  if (IsParamServerMode()) {
+    auto comm_type = common::GetEnv(kEnvCommType);
+    if (comm_type.size() > 0) {
+      (void)common::SetEnv(kDmlcCommType, comm_type.c_str());
+    }
+    auto interface = common::GetEnv(kEnvInterface);
+    if (interface.size() > 0) {
+      (void)common::SetEnv(kDmlcInterface, interface.c_str());
+    }
+    auto server_num = common::GetEnv(kEnvPServerNum);
+    if (server_num.size() > 0) {
+      (void)common::SetEnv(kDmlcPServerNum, server_num.c_str());
+    }
+    auto worker_num = common::GetEnv(kEnvWorkerNum);
+    if (worker_num.size() > 0) {
+      (void)common::SetEnv(kDmlcWorkerNum, worker_num.c_str());
+    }
+    if (IsRoleOfScheduler()) {
+      (void)common::SetEnv(kDmlcRole, kRoleOfScheduler);
+    } else if (IsRoleOfPServer()) {
+      (void)common::SetEnv(kDmlcRole, kRoleOfPServer);
+    } else if (IsRoleOfWorker()) {
+      (void)common::SetEnv(kDmlcRole, kRoleOfWorker);
+    }
+    auto scheduler_host = common::GetEnv(kEnvSchedulerHost);
+    if (scheduler_host.size() > 0) {
+      (void)common::SetEnv(kDmlcSchedulerHost, scheduler_host.c_str());
+    }
+    auto scheduler_port = common::GetEnv(kEnvSchedulerPort);
+    if (scheduler_port.size() > 0) {
+      (void)common::SetEnv(kDmlcSchedulerPort, scheduler_port.c_str());
+    }
+  }
+}
+
+int Util::optimizer_id(std::string name) {
+  if (optimizer_to_ids.count(name) > 0) {
+    return optimizer_to_ids[name];
+  }
+  return -1;
+}
+
+std::string Util::optimizer_name(int id) {
+  if (id_to_optimizers.count(id) > 0) {
+    return id_to_optimizers[id];
+  }
+  return "";
+}
+
+bool Util::is_optimizer(std::string name) { return optimizer_to_ids.count(name) > 0; }
+
+int Util::LocalShard(int first_dim, int rank_id, int server_num) {
+  int shard_size = std::round((static_cast<float>(first_dim)) / server_num);
+  int remain_size = first_dim % server_num;
+  if (remain_size == 0 || rank_id < server_num - 1) {
+    return shard_size;
+  } else {
+    return first_dim - (shard_size * (server_num - 1));
+  }
+}
+}  // namespace ps
+}  // namespace parallel
+}  // namespace mindspore
diff --git a/mindspore/ccsrc/parallel/ps/util.h b/mindspore/ccsrc/parallel/ps/util.h
new file mode 100644
index 00000000000..b55ced0c97c
--- /dev/null
+++ b/mindspore/ccsrc/parallel/ps/util.h
@@ -0,0 +1,47 @@
+/**
+ * Copyright 2020 Huawei Technologies Co., Ltd
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef MINDSPORE_MINDSPORE_CCSRC_PARALLEL_PS_UTIL_H_
+#define MINDSPORE_MINDSPORE_CCSRC_PARALLEL_PS_UTIL_H_
+
+#include <map>
+#include <string>
+#include <unordered_map>
+#include "session/anf_runtime_algorithm.h"
+
+namespace mindspore {
+namespace parallel {
+namespace ps {
+class Util {
+ public:
+  static bool IsParamServerMode();
+  static bool IsRoleOfWorker();
+  static bool IsRoleOfPServer();
+  static bool IsRoleOfScheduler();
+  static void SetInternalEnvVar();
+  static int optimizer_id(std::string name);
+  static std::string optimizer_name(int id);
+  static bool is_optimizer(std::string name);
+  static int LocalShard(int first_dim, int rank_id, int server_num);
+
+ private:
+  static std::unordered_map<std::string, int> optimizer_to_ids;
+  static std::unordered_map<int, std::string> id_to_optimizers;
+};
+}  // namespace ps
+}  // namespace parallel
+}  // namespace mindspore
+#endif  // MINDSPORE_MINDSPORE_CCSRC_PARALLEL_PS_UTIL_H_
diff --git a/tests/ut/cpp/CMakeLists.txt b/tests/ut/cpp/CMakeLists.txt
index dcc798165b7..e4d52f6eeec 100644
--- a/tests/ut/cpp/CMakeLists.txt
+++ b/tests/ut/cpp/CMakeLists.txt
@@ -115,6 +115,8 @@ file(GLOB_RECURSE MINDSPORE_SRC_LIST RELATIVE ${CMAKE_CURRENT_SOURCE_DIR}
 list(REMOVE_ITEM MINDSPORE_SRC_LIST "../../../mindspore/ccsrc/debug/dump_proto.cc")
 list(REMOVE_ITEM MINDSPORE_SRC_LIST "../../../mindspore/ccsrc/ir/lite/tensor.cc")
 list(REMOVE_ITEM MINDSPORE_SRC_LIST "../../../mindspore/ccsrc/parallel/strategy_checkpoint/parallel_strategy_checkpoint.cc")
+list(REMOVE_ITEM MINDSPORE_SRC_LIST "../../../mindspore/ccsrc/parallel/ps/util.cc")
+list(REMOVE_ITEM MINDSPORE_SRC_LIST "../../../mindspore/ccsrc/parallel/ps/scheduler.cc")
 list(REMOVE_ITEM MINDSPORE_SRC_LIST "../../../mindspore/ccsrc/utils/anf_ir.pb.cc")
 list(REMOVE_ITEM MINDSPORE_SRC_LIST "../../../mindspore/ccsrc/utils/node_strategy.pb.cc")
 list(REMOVE_ITEM MINDSPORE_SRC_LIST "../../../mindspore/ccsrc/utils/load_onnx/anf_model_parser.cc")
diff --git a/third_party/patch/pslite/ps_lite.patch001 b/third_party/patch/pslite/ps_lite.patch001
index bdc7b11a4b2..e2e51e93c86 100644
--- a/third_party/patch/pslite/ps_lite.patch001
+++ b/third_party/patch/pslite/ps_lite.patch001
@@ -12,16 +12,7 @@ diff -Npur ps-lite-master/include/dmlc/base.h ps-lite-master-new/include/dmlc/ba
  /*!
 diff -Npur ps-lite-master/include/dmlc/logging.h ps-lite-master-new/include/dmlc/logging.h
 --- ps-lite-master/include/dmlc/logging.h	2020-02-29 13:59:55.000000000 +0800
-+++ ps-lite-master-new/include/dmlc/logging.h	2020-07-01 11:58:00.015919207 +0800
-@@ -13,7 +13,7 @@
- #include <string>
- #include <vector>
- #include <memory>
--#include "./base.h"
-+//#include "./base.h"
- 
- #if DMLC_LOG_STACK_TRACE
- #include <cxxabi.h>
++++ ps-lite-master-new/include/dmlc/logging.h	2020-07-08 21:35:33.334584767 +0800
 @@ -52,7 +52,7 @@ struct Error : public std::runtime_error
  
  namespace dmlc {