diff --git a/mindspore/_extends/parallel_compile/tbe_compiler/tbe_process.py b/mindspore/_extends/parallel_compile/tbe_compiler/tbe_process.py
index 2f73ced061..9a3846c4f9 100644
--- a/mindspore/_extends/parallel_compile/tbe_compiler/tbe_process.py
+++ b/mindspore/_extends/parallel_compile/tbe_compiler/tbe_process.py
@@ -161,5 +161,12 @@ class CompilerPool:
                 ret = task_id, "Exception: Not support return type:" + str(ret_type)
         return ret
 
+    def reset_task_info(self):
+        """
+        reset task info when task compile error
+        """
+        if self.__running_tasks:
+            self.__running_tasks.clear()
+
 
 compile_pool = CompilerPool()
diff --git a/mindspore/ccsrc/kernel/tbe/tbe_kernel_parallel_build.cc b/mindspore/ccsrc/kernel/tbe/tbe_kernel_parallel_build.cc
index 16ddec1b4a..3e7452031b 100644
--- a/mindspore/ccsrc/kernel/tbe/tbe_kernel_parallel_build.cc
+++ b/mindspore/ccsrc/kernel/tbe/tbe_kernel_parallel_build.cc
@@ -40,6 +40,7 @@ constexpr auto kParallelCompileModule = "mindspore._extends.parallel_compile.tbe
 constexpr auto kCreateParallelCompiler = "create_tbe_parallel_compiler";
 constexpr auto kStartCompileOp = "start_compile_op";
 constexpr auto kWaitOne = "wait_one";
+constexpr auto kResetTaskInfo = "reset_task_info";
 
 bool TbeOpParallelBuild(std::vector<AnfNodePtr> anf_nodes) {
   auto build_manger = std::make_shared<ParallelBuildManager>();
@@ -96,6 +97,8 @@ bool TbeOpParallelBuild(std::vector<AnfNodePtr> anf_nodes) {
 
 ParallelBuildManager::ParallelBuildManager() { tbe_parallel_compiler_ = TbePythonFuncs::TbeParallelCompiler(); }
 
+ParallelBuildManager::~ParallelBuildManager() { ResetTaskInfo(); }
+
 int32_t ParallelBuildManager::StartCompileOp(const nlohmann::json &kernel_json) const {
   PyObject *pRes = nullptr;
   PyObject *pArgs = PyTuple_New(1);
@@ -234,5 +237,16 @@ KernelModPtr ParallelBuildManager::GenKernelMod(const string &json_name, const s
   kernel_mod_ptr->SetWorkspaceSizeList(kernel_json_info.workspaces);
   return kernel_mod_ptr;
 }
+
+void ParallelBuildManager::ResetTaskInfo() {
+  if (task_map_.empty()) {
+    MS_LOG(INFO) << "All tasks are compiled success.";
+    return;
+  }
+  task_map_.clear();
+  same_op_list_.clear();
+  PyObject *pArg = Py_BuildValue("()");
+  (void)PyObject_CallMethod(tbe_parallel_compiler_, kResetTaskInfo, "O", pArg);
+}
 }  // namespace kernel
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/kernel/tbe/tbe_kernel_parallel_build.h b/mindspore/ccsrc/kernel/tbe/tbe_kernel_parallel_build.h
index 5066e9457f..776aa0b1fc 100644
--- a/mindspore/ccsrc/kernel/tbe/tbe_kernel_parallel_build.h
+++ b/mindspore/ccsrc/kernel/tbe/tbe_kernel_parallel_build.h
@@ -40,7 +40,7 @@ struct KernelBuildTaskInfo {
 class ParallelBuildManager {
  public:
   ParallelBuildManager();
-  ~ParallelBuildManager() = default;
+  ~ParallelBuildManager();
   int32_t StartCompileOp(const nlohmann::json &kernel_json) const;
   void SaveTaskInfo(int32_t task_id, const AnfNodePtr &anf_node, const std::string &json_name,
                     const std::vector<size_t> &input_size_list, const std::vector<size_t> &output_size_list,
@@ -58,6 +58,7 @@ class ParallelBuildManager {
   KernelModPtr GenKernelMod(const string &json_name, const string &processor,
                             const std::vector<size_t> &input_size_list, const std::vector<size_t> &output_size_list,
                             const KernelPackPtr &kernel_pack) const;
+  void ResetTaskInfo();
 
  private:
   PyObject *tbe_parallel_compiler_;