diff --git a/python/tvm/relay/frontend/onnx.py b/python/tvm/relay/frontend/onnx.py
index 42f28d4ba8e7..17cb148ec999 100644
--- a/python/tvm/relay/frontend/onnx.py
+++ b/python/tvm/relay/frontend/onnx.py
@@ -272,7 +272,7 @@ def _impl_v1(cls, inputs, attr, params):
                 'kernel_shape': 'pool_size',
                 'pads': ('padding', 0)
             },
-            ignores=['dilations'],
+            ignores=['dilations', 'storage_order'],
             custom_check=dimension_constraint())(inputs, attr, params)
 
 
diff --git a/tests/python/frontend/onnx/test_forward.py b/tests/python/frontend/onnx/test_forward.py
index 178f059e2635..665cb7bffd4f 100644
--- a/tests/python/frontend/onnx/test_forward.py
+++ b/tests/python/frontend/onnx/test_forward.py
@@ -2187,20 +2187,18 @@ def verify_pooling(x_shape, kernel_shape, strides, pads, out_shape, mode, auto_p
     else:
         raise ValueError("Pool method {} is not supported.".format(mode))
 
+    pool_node = helper.make_node(
+        node_type, inputs=["x"], outputs=["y"], kernel_shape=kernel_shape, strides=strides)
+
     if pads is None:
-        pool_node = helper.make_node(node_type,
-                                    inputs=["x"],
-                                    outputs=["y"],
-                                    kernel_shape=kernel_shape,
-                                    auto_pad=auto_pad,
-                                    strides=strides)
+        pad_attr = helper.make_attribute('auto_pad', auto_pad)
     else:
-        pool_node = helper.make_node(node_type,
-                                    inputs=["x"],
-                                    outputs=["y"],
-                                    kernel_shape=kernel_shape,
-                                    pads=pads,
-                                    strides=strides)
+        pad_attr = helper.make_attribute('pads', pads)
+    pool_node.attribute.append(pad_attr)
+
+    if mode == 'max':
+        storage_attr = helper.make_attribute('storage_order', 0)
+        pool_node.attribute.append(storage_attr)
 
     graph = helper.make_graph([pool_node],
                               "pooling_test",
@@ -2907,4 +2905,4 @@ def verify_roi_align(input_dims, num_roi, output_height, output_width, sampling_
     test_mod()
     test_xor()
     test_max_roi_pool()
-    test_roialign()
+    test_roi_align()