diff --git a/paddle/phi/kernels/funcs/slice_utils.h b/paddle/phi/kernels/funcs/slice_utils.h
index bfe024f45a098b39f94e9514a6b717c2c8d45a55..ed403c75dbdc8a08d6f1f7a7aeb0875dfbd9aed2 100644
--- a/paddle/phi/kernels/funcs/slice_utils.h
+++ b/paddle/phi/kernels/funcs/slice_utils.h
@@ -117,6 +117,10 @@ inline phi::DDim GetSliceDims(const phi::DDim in_dims,
       continue;
     }
 
+    if (in_dims[axis] == -1) {
+      continue;
+    }
+
     T start = starts[i];
     T end = ends[i];
     T step = steps == nullptr ? 1 : (*steps)[i];
diff --git a/python/paddle/fluid/tests/unittests/test_slice_op.py b/python/paddle/fluid/tests/unittests/test_slice_op.py
index d660518f04e4c81b3497b7fb68d9fc567c14cb55..57864c62e4c78893b89980ea57bb1dd6a5dd0192 100644
--- a/python/paddle/fluid/tests/unittests/test_slice_op.py
+++ b/python/paddle/fluid/tests/unittests/test_slice_op.py
@@ -784,7 +784,7 @@ class TestInferShape(unittest.TestCase):
         self.assertEqual(x.shape, (3, -1, 5))
 
         out0 = paddle.slice(x, axes=[1], starts=[0], ends=[3])
-        self.assertEqual(out0.shape, (3, 3, 5))
+        self.assertEqual(out0.shape, (3, -1, 5))
 
     def test_axis_less_than_zero(self):
         # Using paddle.disable_static will make other unittests fail.