diff --git a/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_handle.cc b/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_handle.cc
index 0860e97584..f523387735 100644
--- a/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_handle.cc
+++ b/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_handle.cc
@@ -14,31 +14,37 @@
  * limitations under the License.
  */
 #include "minddata/dataset/engine/tdt/tdt_handle.h"
+
 namespace mindspore {
+extern std::set<void **> acl_handle_set;
 namespace dataset {
 
-std::vector<acltdtChannelHandle *> TdtHandle::acl_handle = std::vector<acltdtChannelHandle *>();
-
-void TdtHandle::AddHandle(acltdtChannelHandle *handle) {
-  if (handle != nullptr) {
-    acl_handle.emplace_back(handle);
+void TdtHandle::AddHandle(acltdtChannelHandle **handle) {
+  if (*handle != nullptr) {
+    acl_handle_set.insert(reinterpret_cast<void **>(handle));
   }
 }
 
+void TdtHandle::DelHandle(acltdtChannelHandle **handle) {
+  void **void_handle = reinterpret_cast<void **>(handle);
+  acl_handle_set.erase(void_handle);
+}
+
 bool TdtHandle::DestroyHandle() {
   bool destroy_all = true;
-  for (auto &handle : acl_handle) {
-    if (handle != nullptr) {
-      if (acltdtDestroyChannel(handle) != ACL_SUCCESS) {
+  for (auto it = acl_handle_set.begin(); it != acl_handle_set.end(); it++) {
+    acltdtChannelHandle **handle = reinterpret_cast<acltdtChannelHandle **>(*it);
+    if (*handle != nullptr) {
+      acltdtStopChannel(*handle);
+      if (acltdtDestroyChannel(*handle) != ACL_SUCCESS) {
         destroy_all = false;
       } else {
-        handle = nullptr;
+        *handle = nullptr;
       }
     }
   }
   return destroy_all;
 }
 
-std::vector<acltdtChannelHandle *> TdtHandle::GetHandle() { return acl_handle; }
 }  // namespace dataset
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_handle.h b/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_handle.h
index 5cabf8b0ec..3774e8373b 100644
--- a/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_handle.h
+++ b/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_handle.h
@@ -17,23 +17,21 @@
 #define MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_TDT_TDT_HANDLE_H_
 
 #include <iostream>
-#include <vector>
+#include <set>
 #include "acl/acl_tdt.h"
 
 namespace mindspore {
 namespace dataset {
 class TdtHandle {
  public:
-  static void AddHandle(acltdtChannelHandle *handle);
+  static void AddHandle(acltdtChannelHandle **handle);
 
   static bool DestroyHandle();
 
-  static std::vector<acltdtChannelHandle *> GetHandle();
+  static void DelHandle(acltdtChannelHandle **handle);
 
  private:
   TdtHandle() {}
-
-  static std::vector<acltdtChannelHandle *> acl_handle;
 };
 }  // namespace dataset
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_plugin.cc b/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_plugin.cc
index 940a185de2..bcd8628878 100644
--- a/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_plugin.cc
+++ b/mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_plugin.cc
@@ -29,15 +29,12 @@ TdtPlugin::TdtPlugin(const std::string &channel_name, int32_t device_id) {
   if (acl_handle_ == nullptr) {
     MS_LOG(ERROR) << "Failed to create channel for tdt queue.";
   }
-  TdtHandle::AddHandle(acl_handle_);
+  TdtHandle::AddHandle(&acl_handle_);
 }
 
 TdtPlugin::~TdtPlugin() {
-  std::vector<acltdtChannelHandle *> total_handle = TdtHandle::GetHandle();
-  if (std::find(total_handle.begin(), total_handle.end(), acl_handle_) != total_handle.end()) {
-    if (acl_handle_ != nullptr && acltdtDestroyChannel(acl_handle_) != ACL_SUCCESS) {
-      MS_LOG(ERROR) << "Failed to destroy channel for tdt queue.";
-    }
+  if (acl_handle_ != nullptr && acltdtDestroyChannel(acl_handle_) != ACL_SUCCESS) {
+    MS_LOG(ERROR) << "Failed to destroy channel for tdt queue.";
   }
 }
 
diff --git a/mindspore/ccsrc/utils/context/context_extends.cc b/mindspore/ccsrc/utils/context/context_extends.cc
index 6e3edc87ba..c0279f0f8c 100644
--- a/mindspore/ccsrc/utils/context/context_extends.cc
+++ b/mindspore/ccsrc/utils/context/context_extends.cc
@@ -78,7 +78,7 @@ bool OpenTsd(const std::shared_ptr<MsContext> &ms_context_ptr) {
   }
   ms_context_ptr->increase_param<uint32_t>(MS_CTX_TSD_REF);
 #ifdef ENABLE_TDTQUE
-  acltdtChannelHandle *acl_handle = ms_context_ptr->get_acl_tdt_channel_handle();
+  acltdtChannelHandle *acl_handle = ms_context_ptr->CreateAclTdtChannelHandle();
   if (acl_handle == nullptr) {
     MS_LOG(EXCEPTION) << "Get acltdt handle failed";
     return false;
@@ -92,7 +92,7 @@ bool OpenTsd(const std::shared_ptr<MsContext> &ms_context_ptr) {
 
 bool CloseTsd(const std::shared_ptr<MsContext> &ms_context_ptr, bool force) {
   if (ms_context_ptr == nullptr) {
-    MS_LOG(EXCEPTION) << "nullptr";
+    MS_LOG(EXCEPTION) << "ms_context_prt is nullptr";
   }
   if (ms_context_ptr->get_param<uint32_t>(MS_CTX_TSD_REF) == 0) {
     return true;
@@ -102,22 +102,8 @@ bool CloseTsd(const std::shared_ptr<MsContext> &ms_context_ptr, bool force) {
     ms_context_ptr->set_param<uint32_t>(MS_CTX_TSD_REF, 0);
 
 #ifdef ENABLE_TDTQUE
-    acltdtChannelHandle *acl_handle = ms_context_ptr->get_acl_tdt_channel_handle();
-    aclError stopStatus = acltdtStopChannel(acl_handle);
-    if (stopStatus != ACL_SUCCESS) {
-      MS_LOG(ERROR) << "Failed stop acl data channel for host queue ";
-    } else {
-      MS_LOG(INFO) << "Succeed stop acl data channel for host queue ";
-    }
-    MS_LOG(INFO) << "Succeed run cancellation callback of out-feed dequeue op ";
-
+    ms_context_ptr->DestroyAclTdtChannelHandle();
     py::gil_scoped_release gil_release;
-    aclError destrodStatus = acltdtDestroyChannel(acl_handle);
-    if (destrodStatus != ACL_SUCCESS) {
-      MS_LOG(ERROR) << "Failed destroy acl channel for out-feed dequeue op ";
-    } else {
-      MS_LOG(INFO) << "Succeed destroy acl channel for out-feed dequeue op ";
-    }
     try {
       if (ms_context_ptr->acl_tdt_print.joinable()) {
         MS_LOG(INFO) << "join acl tdt host receive process";
diff --git a/mindspore/core/gvar/logging_level.cc b/mindspore/core/gvar/logging_level.cc
index 688e6ddcb8..5c435454a7 100644
--- a/mindspore/core/gvar/logging_level.cc
+++ b/mindspore/core/gvar/logging_level.cc
@@ -17,6 +17,7 @@
 #include "utils/log_adapter.h"
 
 namespace mindspore {
+std::set<void **> acl_handle_set = std::set<void **>();
 // set default log level to WARNING for all sub modules
 int g_ms_submodule_log_levels[NUM_SUBMODUES] = {WARNING};
 }  // namespace mindspore
diff --git a/mindspore/core/utils/log_adapter.h b/mindspore/core/utils/log_adapter.h
index f6c067e016..1429f73fb3 100644
--- a/mindspore/core/utils/log_adapter.h
+++ b/mindspore/core/utils/log_adapter.h
@@ -22,6 +22,7 @@
 #include <string>
 #include <sstream>
 #include <memory>
+#include <set>
 #include <functional>
 #include "utils/overload.h"
 #include "./securec.h"
@@ -41,6 +42,7 @@ static constexpr size_t GetRelPathPos() noexcept {
 }
 
 namespace mindspore {
+extern std::set<void **> acl_handle_set __attribute__((visibility("default")));
 #define FILE_NAME                                                                             \
   (sizeof(__FILE__) > GetRelPathPos() ? static_cast<const char *>(__FILE__) + GetRelPathPos() \
                                       : static_cast<const char *>(__FILE__))
diff --git a/mindspore/core/utils/ms_context.cc b/mindspore/core/utils/ms_context.cc
index b39d75b522..7435f97fd5 100644
--- a/mindspore/core/utils/ms_context.cc
+++ b/mindspore/core/utils/ms_context.cc
@@ -109,6 +109,43 @@ bool MsContext::set_backend_policy(const std::string &policy) {
   return true;
 }
 
+#ifdef ENABLE_TDTQUE
+namespace py = pybind11;
+acltdtChannelHandle *MsContext::CreateAclTdtChannelHandle() {
+  uint32_t device_id = get_param<uint32_t>(MS_CTX_DEVICE_ID);
+  std::string kReceivePrefix = "TF_RECEIVE_";
+  std::string channel_name = "_npu_log";
+  acltdtChannelHandle *acl_handle = acltdtCreateChannel(device_id, (kReceivePrefix + channel_name).c_str());
+  if (acl_handle != nullptr) {
+    MS_LOG(INFO) << "Success to create acltdt handle.";
+    acl_handle_ = acl_handle;
+    TdtHandle::AddHandle(&acl_handle_);
+  }
+  return acl_handle;
+}
+
+void MsContext::DestroyAclTdtChannelHandle() {
+  if (acl_handle_ == nullptr) {
+    MS_LOG(INFO) << "The acl handle has been destroyed and the point is nullptr";
+    return;
+  }
+  aclError stopStatus = acltdtStopChannel(acl_handle_);
+  if (stopStatus != ACL_SUCCESS) {
+    MS_LOG(ERROR) << "Failed stop acl data channel and the stopStatus is " << stopStatus << std::endl;
+    return;
+  }
+  MS_LOG(INFO) << "Succeed stop acl data channel for host queue ";
+
+  aclError destroydStatus = acltdtDestroyChannel(acl_handle_);
+  if (destroydStatus != ACL_SUCCESS) {
+    MS_LOG(ERROR) << "Failed destroy acl channel and the destroyStatus is " << destroydStatus << std::endl;
+    return;
+  }
+  TdtHandle::DelHandle(&acl_handle_);
+  MS_LOG(INFO) << "Succeed destroy acl channel";
+}
+#endif
+
 std::string MsContext::backend_policy() const {
   auto res = std::find_if(
     policy_map_.begin(), policy_map_.end(),
@@ -127,21 +164,4 @@ bool MsContext::enable_dump_ir() const {
 #endif
 }
 
-#ifdef ENABLE_TDTQUE
-acltdtChannelHandle *MsContext::get_acl_tdt_channel_handle() {
-  if (acl_handle == nullptr) {
-    std::string kReceivePrefix = "TF_RECEIVE_";
-    std::string channel_name = "_npu_log";
-    uint32_t device_id = get_param<uint32_t>(MS_CTX_DEVICE_ID);
-    acl_handle = acltdtCreateChannel(device_id, (kReceivePrefix + channel_name).c_str());
-    if (acl_handle == nullptr) {
-      MS_LOG(ERROR) << "Failed to create acltdt handle : " << channel_name;
-      return nullptr;
-    }
-    MS_LOG(INFO) << "Success to create acltdt handle: " << channel_name;
-    return acl_handle;
-  }
-  return acl_handle;
-}
-#endif
 }  // namespace mindspore
diff --git a/mindspore/core/utils/ms_context.h b/mindspore/core/utils/ms_context.h
index 4f39b2ea50..119bb2e464 100644
--- a/mindspore/core/utils/ms_context.h
+++ b/mindspore/core/utils/ms_context.h
@@ -25,9 +25,15 @@
 #include <utility>
 #include "utils/log_adapter.h"
 #include "utils/ms_utils.h"
+#ifdef ENABLE_TDTQUE
+#include "pybind11/pybind11.h"
+#include "mindspore/ccsrc/minddata/dataset/engine/tdt/tdt_handle.h"
+using mindspore::dataset::TdtHandle;
+#endif
 #ifndef NO_DLIB
 #include "acl/acl_tdt.h"
 #endif
+
 namespace mindspore {
 enum MsBackendPolicy {
   kMsBackendGeOnly = 0,
@@ -137,7 +143,8 @@ class MsContext {
   std::string backend_policy() const;
   bool set_backend_policy(const std::string &policy);
 #ifdef ENABLE_TDTQUE
-  acltdtChannelHandle *get_acl_tdt_channel_handle();
+  acltdtChannelHandle *CreateAclTdtChannelHandle();
+  void DestroyAclTdtChannelHandle();
 #endif
   static void device_seter(DeviceSeter device) { seter_ = device; }
   static void device_type_seter(DeviceTypeSeter device_type) { device_type_seter_ = device_type; }
@@ -175,10 +182,9 @@ class MsContext {
   uint32_t uint32_params_[MsCtxParam::NUM_UINT32_PARAMS];
   float float_params_[MsCtxParam::NUM_FLOAT_PARAMS];
   std::string string_params_[MsCtxParam::NUM_STRING_PARAMS];
-
   MsBackendPolicy backend_policy_;
 #ifdef ENABLE_TDTQUE
-  acltdtChannelHandle *acl_handle = nullptr;
+  acltdtChannelHandle *acl_handle_ = nullptr;
 #endif
 };
 
diff --git a/mindspore/core/utils/ms_utils.cc b/mindspore/core/utils/ms_utils.cc
index f6a1567a7b..3905f8fbc2 100644
--- a/mindspore/core/utils/ms_utils.cc
+++ b/mindspore/core/utils/ms_utils.cc
@@ -14,9 +14,6 @@
  * limitations under the License.
  */
 #include "utils/ms_utils.h"
-#include <string>
-#include <vector>
-#include <atomic>
 
 namespace mindspore {
 namespace common {
diff --git a/mindspore/core/utils/ms_utils.h b/mindspore/core/utils/ms_utils.h
index bf85f47dc9..cccfb117f2 100644
--- a/mindspore/core/utils/ms_utils.h
+++ b/mindspore/core/utils/ms_utils.h
@@ -19,6 +19,8 @@
 #include <memory>
 #include <utility>
 #include <string>
+#include <vector>
+#include <atomic>
 
 #define DISABLE_COPY_AND_ASSIGN(ClassType) \
   ClassType(const ClassType &) = delete;   \