diff --git a/python/paddle/fluid/tests/unittests/dygraph_to_static/test_yolov3.py b/python/paddle/fluid/tests/unittests/dygraph_to_static/test_yolov3.py
index 6aa9156a0d4cb8e737f395d04521257ccb95559e..851c76f8427e0de5ca6b228aed8b1e5335064ec8 100644
--- a/python/paddle/fluid/tests/unittests/dygraph_to_static/test_yolov3.py
+++ b/python/paddle/fluid/tests/unittests/dygraph_to_static/test_yolov3.py
@@ -163,7 +163,8 @@ class TestYolov3(unittest.TestCase):
         dygraph_loss = train(to_static=False)
         static_loss = train(to_static=True)
         self.assertTrue(
-            np.allclose(dygraph_loss, static_loss),
+            np.allclose(
+                dygraph_loss, static_loss, atol=1e-5, rtol=1e-3),
             msg="dygraph_loss: {} \nstatic_loss: {}".format(dygraph_loss,
                                                             static_loss))