diff --git a/tests/python/unittest/test_gluon_estimator.py b/tests/python/unittest/test_gluon_estimator.py
index 5050a0067f6c..ae47d925670f 100644
--- a/tests/python/unittest/test_gluon_estimator.py
+++ b/tests/python/unittest/test_gluon_estimator.py
@@ -337,10 +337,9 @@ def test_default_handlers():
                     metrics=train_acc,
                     trainer=trainer,
                     context=ctx)
-    # no handler
+    # no handler(all default handlers), no warning
     with warnings.catch_warnings(record=True) as w:
         est.fit(train_data=train_data, epochs=num_epochs)
-        assert 'You are training with the' in str(w[-1].message)
 
     # handler with prepared loss and metrics
     # use mix of default and user defined handlers
@@ -355,7 +354,7 @@ def test_default_handlers():
     # handler with all user defined metrics
     # use mix of default and user defined handlers
     metric = MetricHandler(train_metrics=[train_acc])
-    logging = LoggingHandler(train_metrics=[train_acc], val_metrics=[mx.metric.RMSE("val acc")])
+    logging = LoggingHandler(train_metrics=[train_acc])
     est.fit(train_data=train_data, epochs=num_epochs, event_handlers=[metric, logging])
 
     # handler with mixed metrics, some handler use metrics prepared by estimator