diff --git a/mindspore/ccsrc/pipeline/jit/pipeline.cc b/mindspore/ccsrc/pipeline/jit/pipeline.cc
index dc1abce22e6..7f693b0178c 100644
--- a/mindspore/ccsrc/pipeline/jit/pipeline.cc
+++ b/mindspore/ccsrc/pipeline/jit/pipeline.cc
@@ -1192,6 +1192,13 @@ void ClearResAtexit() {
 #ifdef ENABLE_DEBUGGER
   Debugger::GetInstance()->Reset();
 #endif
+  g_args_cache.clear();
+  // clean static variable to prevent from crash. As static variable is released after
+  // Python threads is released.
+  parse::data_converter::ClearObjectCache();
+  parse::Parser::CleanParserResource();
+  parse::CleanDataClassToClassMap();
+  trace::ClearTraceStack();
 }
 }  // namespace pipeline
 }  // namespace mindspore