diff --git a/python/paddle/fluid/dygraph/static_runner.py b/python/paddle/fluid/dygraph/static_runner.py
index 779bbdb73df7d75d7ebdf34cd7303101b4367e20..aff00b61e5c3e6aa2aca6b0ea6a4f3ce8ede8e72 100644
--- a/python/paddle/fluid/dygraph/static_runner.py
+++ b/python/paddle/fluid/dygraph/static_runner.py
@@ -198,14 +198,10 @@ class StaticModelRunner(layers.Layer):
         self._recheck_stop_gradients()
 
     def train(self):
-        # TODO: remove global train_mode setting
-        framework._dygraph_tracer().train_mode()
         self._is_test = False
         self._change_is_test_status(False)
 
     def eval(self):
-        # TODO: remove global train_mode setting
-        framework._dygraph_tracer().eval_mode()
         self._is_test = True
         self._change_is_test_status(True)