diff --git a/mindspore/ccsrc/backend/session/kernel_build_client.h b/mindspore/ccsrc/backend/session/kernel_build_client.h
index f1d5cf2f19..9acbebfd08 100644
--- a/mindspore/ccsrc/backend/session/kernel_build_client.h
+++ b/mindspore/ccsrc/backend/session/kernel_build_client.h
@@ -59,7 +59,8 @@ class KernelBuildClient {
       // Exception's thrown if open failed
       if (dp_->Open({GetEnv(), GetScript()}, true) != -1) {
         dp_->SetTimeOutSeconds(kTimeOutSeconds);
-        dp_->SetTimeOutCallback([this]() { SendRequest(kFinish); });
+        dp_->SetTimeOutCallback(std::make_shared<std::function<void()>>([this]() { SendRequest(kFinish); }));
+        dp_->SetFinalizeCallback(std::make_shared<std::function<void()>>([this]() { Close(); }));
         init_ = true;
       }
     }
diff --git a/mindspore/ccsrc/common/duplex_pipe.cc b/mindspore/ccsrc/common/duplex_pipe.cc
index 9ee47d7f6b..64eeb174e3 100644
--- a/mindspore/ccsrc/common/duplex_pipe.cc
+++ b/mindspore/ccsrc/common/duplex_pipe.cc
@@ -168,7 +168,7 @@ void DuplexPipe::SignalHandler::CancelAlarm() { alarm(0); }
 void DuplexPipe::SignalHandler::SigAlarmHandler(int sig) {
   DP_INFO << "Signal: " << sig << ", child_pid_: " << child_pid_;
   if (!dp_.expired()) {
-    dp_.lock()->TimeOut();
+    dp_.lock()->NotifyTimeOut();
   }
 }
 
@@ -184,9 +184,9 @@ void DuplexPipe::SignalHandler::SigChildHandler(int sig) {
   int status;
   auto pid = waitpid(child_pid_, &status, WNOHANG | WUNTRACED);
   if (WIFEXITED(status)) {
-    DP_INFO << "Child exited, status: " << WEXITSTATUS(status) << ", pid: " << pid;
-    if (!dp_.expired()) {
-      dp_.lock()->Close();
+    DP_INFO << "Child exited, status: " << WEXITSTATUS(status) << ", pid: " << pid << ", dp expired: " << dp_.expired();
+    if (pid > 0 && !dp_.expired()) {
+      dp_.lock()->NotifyFinalize();
     }
   } else if (WIFSTOPPED(status)) {
     DP_INFO << "Child stopped, sig: " << WSTOPSIG(status) << ", pid: " << pid;
diff --git a/mindspore/ccsrc/common/duplex_pipe.h b/mindspore/ccsrc/common/duplex_pipe.h
index 7d323809ac..469b0ef024 100644
--- a/mindspore/ccsrc/common/duplex_pipe.h
+++ b/mindspore/ccsrc/common/duplex_pipe.h
@@ -45,10 +45,8 @@ class DuplexPipe : public std::enable_shared_from_this<mindspore::DuplexPipe> {
   int Open(std::initializer_list<std::string> arg_list, bool append_fds = false);
   void Close();
   void SetTimeOutSeconds(unsigned int secs) { time_out_secs_ = secs; }
-  void SetTimeOutCallback(const std::function<void()> &cb) {
-    has_time_out_callback_ = true;
-    time_out_callback_ = cb;
-  }
+  void SetTimeOutCallback(const std::shared_ptr<std::function<void()>> cb) { time_out_callback_ = cb; }
+  void SetFinalizeCallback(const std::shared_ptr<std::function<void()>> cb) { finalize_callback_ = cb; }
 
   // Write the 'buf' to remote stdin
   void Write(const std::string &buf, bool flush = true);
@@ -64,14 +62,20 @@ class DuplexPipe : public std::enable_shared_from_this<mindspore::DuplexPipe> {
  private:
   void SetTimeOut() { signal_handler_->SetAlarm(time_out_secs_); }
   void CancelTimeOut() { signal_handler_->CancelAlarm(); }
-  void TimeOut() {
-    if (has_time_out_callback_) {
-      time_out_callback_();
+  void NotifyTimeOut() {
+    if (time_out_callback_ != nullptr) {
+      (*time_out_callback_)();
     }
     Close();
     DP_EXCEPTION << "Time out when read from pipe";
   }
 
+  void NotifyFinalize() {
+    if (finalize_callback_ != nullptr) {
+      (*finalize_callback_)();
+    }
+  }
+
   // Subprocess id in parent process,
   // otherwise zero in child process.
   pid_t pid_;
@@ -115,8 +119,8 @@ class DuplexPipe : public std::enable_shared_from_this<mindspore::DuplexPipe> {
   };
 
   unsigned int time_out_secs_ = kTimeOutSeconds;
-  bool has_time_out_callback_ = false;
-  std::function<void()> time_out_callback_;
+  std::shared_ptr<std::function<void()>> time_out_callback_;
+  std::shared_ptr<std::function<void()>> finalize_callback_;
   std::shared_ptr<SignalHandler> signal_handler_;
 };
 }  // namespace mindspore