diff --git a/mindspore/ccsrc/backend/session/executor.cc b/mindspore/ccsrc/backend/session/executor.cc
index ca9041e133..bff938496e 100644
--- a/mindspore/ccsrc/backend/session/executor.cc
+++ b/mindspore/ccsrc/backend/session/executor.cc
@@ -40,7 +40,7 @@ void UpdateOutputTensors(VectorRef *outputs,
       }
       if (tensor->NeedSyncDeviceToHostImmediately()) {
         tensor->data_sync();
-        tensor->set_sync_status(kNoNeedSync);
+        tensor->set_device_address(nullptr);
       }
     }
   }
@@ -112,7 +112,9 @@ Executor::Executor(const std::string &device_name, uint32_t device_id) {
 
 void Executor::CheckException() {
   if (exception_ptr_ != nullptr) {
-    std::rethrow_exception(exception_ptr_);
+    auto exception_ptr = exception_ptr_;
+    exception_ptr_ = nullptr;
+    std::rethrow_exception(exception_ptr);
   }
 }
 
diff --git a/mindspore/core/ir/tensor.cc b/mindspore/core/ir/tensor.cc
index 7ea71f6868..c4c380c193 100644
--- a/mindspore/core/ir/tensor.cc
+++ b/mindspore/core/ir/tensor.cc
@@ -550,12 +550,14 @@ std::string Tensor::ToStringRepr() const {
 }
 
 void Tensor::data_sync() const {
-  const_cast<Tensor *>(this)->Wait();
-  if (device_sync_ != nullptr) {
-    if (!device_sync_->SyncDeviceToHost(shape(), static_cast<size_t>(data().nbytes()), data_type(), data_c())) {
-      MS_LOG(EXCEPTION) << "SyncDeviceToHost failed.";
-    }
+  Wait();
+  if (device_sync_ == nullptr) {
+    return;
+  }
+  if (!device_sync_->SyncDeviceToHost(shape(), static_cast<size_t>(data().nbytes()), data_type(), data_c())) {
+    MS_LOG(EXCEPTION) << "SyncDeviceToHost failed.";
   }
+  sync_status_ = kNeedSyncHostToDevice;
 }
 
 TypeId Tensor::set_data_type(const TypeId data_type) {
diff --git a/mindspore/core/ir/tensor.h b/mindspore/core/ir/tensor.h
index 3e20d78cad..1c4631b7f2 100644
--- a/mindspore/core/ir/tensor.h
+++ b/mindspore/core/ir/tensor.h
@@ -79,10 +79,10 @@ using TensorDataPtr = std::shared_ptr<TensorData>;
 
 struct WaitEvent {
   bool need_wait_{false};
-  std::mutex mutex_;
-  std::condition_variable cond_var_;
+  mutable std::mutex mutex_;
+  mutable std::condition_variable cond_var_;
 
-  void Wait() {
+  void Wait() const {
     std::unique_lock<std::mutex> lock(mutex_);
     if (!need_wait_) {
       return;
@@ -285,7 +285,7 @@ class Tensor : public MetaTensor {
     return false;
   }
 
-  void Wait() {
+  void Wait() const {
     if (event_ != nullptr) {
       event_->Wait();
     }
@@ -307,7 +307,7 @@ class Tensor : public MetaTensor {
   TensorDataPtr data_{nullptr};
   std::string id_{""};
   std::shared_ptr<WaitEvent> event_{nullptr};
-  TensorSyncStatus sync_status_{kNeedSyncHostToDevice};
+  mutable TensorSyncStatus sync_status_{kNeedSyncHostToDevice};
   DeviceSyncPtr device_sync_{nullptr};
   std::vector<Axis> padding_type_;
 };