diff --git a/test/quantization/test_quantized.py b/test/quantization/test_quantized.py
index a4e1c50f005a1..d0c35598c4349 100644
--- a/test/quantization/test_quantized.py
+++ b/test/quantization/test_quantized.py
@@ -943,6 +943,7 @@ def test_avg_pool3d(self, X, kernel, stride, padding, ceil_mode, count_include_p
                              message=error_message.format(name + '.zero_point', scale,
                                                           qX_hat.q_zero_point()))
 
+    @unittest.skip("Failing - see https://github.com/pytorch/pytorch/issues/36129")
     @given(X=hu.tensor(shapes=hu.array_shapes(min_dims=5, max_dims=5,
                                               min_side=5, max_side=10),
                        qparams=hu.qparams(dtypes=torch.qint8)),