diff --git a/paddle/operators/recv_op.cc b/paddle/operators/recv_op.cc
index c69e416e10f2a9ced1f1b22c39235e4c9338e77c..eed482c1b458cd442ede523838b400d85c23a155 100644
--- a/paddle/operators/recv_op.cc
+++ b/paddle/operators/recv_op.cc
@@ -72,11 +72,13 @@ class RecvOp : public framework::OperatorBase {
     // FIXME(typhoonzero): do not copy
     framework::CopyFrom(t, dev_ctx.GetPlace(), dev_ctx, tensor);
 
-    auto *block = Attr<framework::BlockDescBind *>("OptimizeBlock");
-    auto *program = block->Program();
+    std::string program_str = Attr<std::string>("OptimizeProgram");
+    framework::ProgramDesc program_desc;
+    program_desc.ParseFromString(program_str);
+    framework::ProgramDescBind program(program_desc);
     framework::Executor executor(dev_ctx);
     // Run sub graph to get optimized tensor
-    executor.Run(*program, &recv_scope, block->ID(),
+    executor.Run(program, &recv_scope, 0, /*global_block*/
                  false /*create_local_scope*/);
 
     auto *out_var = recv_scope.FindVar("Out");
@@ -108,8 +110,8 @@ This operator will recv tensor from send_op
                          "IP address to listen on.")
         .SetDefault("127.0.0.1:6164")
         .AddCustomChecker([](const std::string &ip) { return !ip.empty(); });
-    AddAttr<framework::BlockDescBind *>("OptimizeBlock", "type BlockDescBind*",
-                                        "optimize network run in server");
+    AddAttr<std::string>("OptimizeProgram", "type string",
+                         "Serialized ProgramDesc string for recv to run.");
   }
 };
 
diff --git a/paddle/operators/send_recv_op_test.cc b/paddle/operators/send_recv_op_test.cc
index ac03eb3752e7cd31dd80f4caa39dc0625f0409d5..3e2e2051afacb748877e3b0c3dec8d6662ac4e72 100644
--- a/paddle/operators/send_recv_op_test.cc
+++ b/paddle/operators/send_recv_op_test.cc
@@ -85,7 +85,10 @@ void StartServerNet() {
 
   paddle::framework::AttributeMap attrs;
   attrs.insert({"endpoint", std::string("127.0.0.1:6174")});
-  attrs.insert({"OptimizeBlock", block});
+  std::string program_proto;
+  PADDLE_ENFORCE(program.Proto()->SerializeToString(&program_proto));
+
+  attrs.insert({"OptimizeProgram", program_proto});
   recv_op = paddle::framework::OpRegistry::CreateOp("recv", {{"RX", {"RX"}}},
                                                     {{"Out", {"Out"}}}, attrs);
   paddle::platform::CPUDeviceContext ctx(place);