diff --git a/paddle/fluid/framework/details/CMakeLists.txt b/paddle/fluid/framework/details/CMakeLists.txt
index 7a371af510b8050aec3708d82923c707fd9d3a90..77e94e998c4db14cac9c4b2cb3136f1a6b37d5c6 100644
--- a/paddle/fluid/framework/details/CMakeLists.txt
+++ b/paddle/fluid/framework/details/CMakeLists.txt
@@ -5,6 +5,7 @@ cc_library(scale_loss_grad_op_handle SRCS scale_loss_grad_op_handle.cc DEPS op_h
 cc_library(fetch_op_handle SRCS fetch_op_handle.cc DEPS op_handle_base scope lod_tensor ddim memory)
 cc_library(computation_op_handle SRCS computation_op_handle.cc DEPS framework_proto scope place operator op_registry)
 cc_library(rpc_op_handle SRCS rpc_op_handle.cc DEPS framework_proto scope place operator op_registry)
+cc_library(fetch_barrier_op_handle SRCS fetch_barrier_op_handle.cc DEPS framework_proto scope place operator op_registry)
 
 cc_library(multi_devices_helper SRCS multi_devices_helper.cc DEPS graph graph_helper)
 cc_library(multi_devices_graph_print_pass SRCS multi_devices_graph_print_pass.cc DEPS multi_devices_helper)
@@ -72,7 +73,7 @@ cc_library(sequential_execution_pass SRCS sequential_execution_pass.cc DEPS grap
 cc_library(all_reduce_deps_pass SRCS all_reduce_deps_pass.cc DEPS graph graph_helper pass)
 
 cc_library(multi_devices_graph_pass SRCS multi_devices_graph_pass.cc DEPS multi_devices_helper computation_op_handle
-        scale_loss_grad_op_handle rpc_op_handle all_reduce_op_handle reduce_op_handle broadcast_op_handle fused_broadcast_op_handle)
+        scale_loss_grad_op_handle rpc_op_handle fetch_barrier_op_handle all_reduce_op_handle reduce_op_handle broadcast_op_handle fused_broadcast_op_handle)
 
 cc_library(fuse_all_reduce_op_pass SRCS fuse_all_reduce_op_pass.cc DEPS graph graph_helper fused_all_reduce_op_handle)
 
diff --git a/paddle/fluid/framework/details/fetch_barrier_op_handle.cc b/paddle/fluid/framework/details/fetch_barrier_op_handle.cc
new file mode 100644
index 0000000000000000000000000000000000000000..019ecfbb61028537692c8fdeb874c6c490f75430
--- /dev/null
+++ b/paddle/fluid/framework/details/fetch_barrier_op_handle.cc
@@ -0,0 +1,66 @@
+//   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
+//
+// 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 "paddle/fluid/framework/details/fetch_barrier_op_handle.h"
+
+#include <string>
+
+namespace paddle {
+namespace framework {
+namespace details {
+FetchBarrierOpHandle::FetchBarrierOpHandle(
+    ir::Node *node, const std::vector<Scope *> &local_scopes,
+    const std::vector<platform::Place> &places)
+    // fetch_barrier op always run on place0, but output on all places.
+    : OpHandleBase(node),
+      op_(framework::OpRegistry::CreateOp(*node->Op())),
+      local_scopes_(local_scopes),
+      places_(places),
+      run_scope_(local_scopes[0]),
+      place_(places[0]) {
+  for (auto &p : places) {
+    this->SetDeviceContext(p, platform::DeviceContextPool::Instance().Get(p));
+  }
+}
+
+bool FetchBarrierOpHandle::IsMultiDeviceTransfer() {
+  // override IsMultiDeviceTransfer to return true
+  return true;
+}
+
+void FetchBarrierOpHandle::RunImpl() {
+  WaitInputVarGenerated(place_);
+
+  auto run_func = [this]() {
+    op_->Run(*run_scope_->FindVar(kLocalExecScopeName)->Get<Scope *>(), place_);
+  };
+
+  if (is_lock_and_record_event_free_) {
+    run_func();
+  } else {
+    this->RunAndRecordEvent(run_func);
+  }
+}
+
+bool FetchBarrierOpHandle::NeedWait(VarHandleBase *in_var) {
+  bool need_wait =
+      in_var && in_var->GeneratedOp() &&
+      in_var->GeneratedOp()->DeviceContext(place_) != dev_ctxes_.at(place_);
+  return need_wait;
+}
+
+std::string FetchBarrierOpHandle::Name() const { return op_->Type(); }
+}  // namespace details
+}  // namespace framework
+}  // namespace paddle
diff --git a/paddle/fluid/framework/details/fetch_barrier_op_handle.h b/paddle/fluid/framework/details/fetch_barrier_op_handle.h
new file mode 100644
index 0000000000000000000000000000000000000000..b4d12785e0345c887f179bc53c8446dc1438f889
--- /dev/null
+++ b/paddle/fluid/framework/details/fetch_barrier_op_handle.h
@@ -0,0 +1,61 @@
+//   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
+//
+// 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.
+
+#pragma once
+
+#include <memory>
+#include <string>
+#include <vector>
+
+#include "paddle/fluid/framework/details/op_handle_base.h"
+#include "paddle/fluid/framework/feed_fetch_type.h"
+#include "paddle/fluid/framework/op_registry.h"
+#include "paddle/fluid/framework/scope.h"
+#include "paddle/fluid/platform/device_context.h"
+
+namespace paddle {
+namespace framework {
+namespace details {
+
+// **NOTE**: fetch_barrier op is special it outputs all recved variables on
+// all places if there are multiple places, must init with
+// multiple dev_ctxes_ !!!!
+
+struct FetchBarrierOpHandle : public OpHandleBase {
+ public:
+  FetchBarrierOpHandle(ir::Node *node, const std::vector<Scope *> &local_scopes,
+                       const std::vector<platform::Place> &places);
+
+  bool IsMultiDeviceTransfer() override;
+
+  std::string Name() const override;
+
+ protected:
+  void RunImpl() override;
+
+  bool NeedWait(VarHandleBase *in_var) override;
+
+ private:
+  std::unique_ptr<OperatorBase> op_;
+  std::vector<Scope *> local_scopes_;
+  std::vector<platform::Place> places_;
+  Scope *run_scope_;
+  platform::Place place_;
+
+  bool is_lock_and_record_event_free_{false};
+};
+
+}  // namespace details
+}  // namespace framework
+}  // namespace paddle
diff --git a/paddle/fluid/framework/details/multi_devices_graph_pass.cc b/paddle/fluid/framework/details/multi_devices_graph_pass.cc
index 125dbf746c3880e142af4d4bffd3ccda8654c0a1..253cf5b4a8221ad6a1f0c70f2bebccb589a5668e 100644
--- a/paddle/fluid/framework/details/multi_devices_graph_pass.cc
+++ b/paddle/fluid/framework/details/multi_devices_graph_pass.cc
@@ -23,6 +23,7 @@
 #include "paddle/fluid/framework/details/all_reduce_op_handle.h"
 #include "paddle/fluid/framework/details/broadcast_op_handle.h"
 #include "paddle/fluid/framework/details/computation_op_handle.h"
+#include "paddle/fluid/framework/details/fetch_barrier_op_handle.h"
 #include "paddle/fluid/framework/details/fused_broadcast_op_handle.h"
 #include "paddle/fluid/framework/details/reduce_op_handle.h"
 #include "paddle/fluid/framework/details/rpc_op_handle.h"
@@ -851,9 +852,17 @@ int DistSSAGraphBuilder::CreateRPCOp(ir::Graph *result, ir::Node *node) const {
 
   PADDLE_ENFORCE(op_dev_id != -1, "can not find the right place for rpc op: %s",
                  node->Op()->Type());
-  result->Get<GraphOps>(kGraphOps).emplace_back(new RPCOpHandle(
-      result->CreateOpNode(node->Op()), *node->Op(), local_scopes_[op_dev_id],
-      node->Op()->Type(), places_[op_dev_id]));
+
+  // Create fetch_barrier op handle to enable output on all devices.
+  // **NOTE** fetch_barrier should output variables list same as recv op does.
+  if (node->Op()->Type() == "fetch_barrier") {
+    result->Get<GraphOps>(kGraphOps).emplace_back(new FetchBarrierOpHandle(
+        result->CreateOpNode(node->Op()), local_scopes_, places_));
+  } else {
+    result->Get<GraphOps>(kGraphOps).emplace_back(new RPCOpHandle(
+        result->CreateOpNode(node->Op()), *node->Op(), local_scopes_[op_dev_id],
+        node->Op()->Type(), places_[op_dev_id]));
+  }
 
   if (node->Op()->Type() == "send") {
     CreateOpHandleIOs(result, node, op_dev_id);
diff --git a/paddle/fluid/framework/details/op_handle_base.cc b/paddle/fluid/framework/details/op_handle_base.cc
index 158da6f606f3f5a7062a4aaed7cf7e3fe71c817a..413b14961631b3459e0d05af685ad1c5395844c2 100644
--- a/paddle/fluid/framework/details/op_handle_base.cc
+++ b/paddle/fluid/framework/details/op_handle_base.cc
@@ -55,7 +55,7 @@ void OpHandleBase::Run(bool use_cuda) {
         if (out_var_handle) {
           int dev_id =
               boost::get<platform::CUDAPlace>(out_var_handle->place()).device;
-          out_var_handle->SetGenerateEvent(events_[dev_id]);
+          out_var_handle->SetGenerateEvent(events_.at(dev_id));
         }
       }
     } else {
@@ -71,7 +71,7 @@ void OpHandleBase::Run(bool use_cuda) {
               "The place of input(%s) is not consistent with the "
               "place of current op(%s).",
               out_var_handle->Name(), Name());
-          out_var_handle->SetGenerateEvent(events_[dev_id]);
+          out_var_handle->SetGenerateEvent(events_.at(dev_id));
         }
       }
     }