diff --git a/onnxscript/rewriter/_ir_utils.py b/onnxscript/rewriter/_ir_utils.py
index 9f47c6680..de293a74d 100644
--- a/onnxscript/rewriter/_ir_utils.py
+++ b/onnxscript/rewriter/_ir_utils.py
@@ -11,11 +11,12 @@
 def display_slice(x: ir.Value | ir.Node, backward: bool = True, depth_limit: int = 5):
     """Display the subgraph computing a given value or node upto a certain depth."""
     slice = []
+
     def visit(node: ir.Node, depth):
         if node in slice:
             return
         slice.append(node)
-        if (depth < depth_limit):
+        if depth < depth_limit:
             if backward:
                 for inp in node.inputs:
                     if inp is not None and inp.producer() is not None:
@@ -24,12 +25,23 @@ def visit(node: ir.Node, depth):
                 for out in node.outputs:
                     for consumer, _ in out.uses():
                         visit(consumer, depth + 1)
+
     if isinstance(x, ir.Node):
         visit(x, 0)
     elif isinstance(x, ir.Value) and x.producer() is not None:
         visit(x.producer(), 0)
-    for node in reversed(slice):
-        node.display()
+    if slice:
+        graph = slice[0].graph
+        if graph:
+            # Display nodes in same order as in graph:
+            # Currently doesn't handle (control-flow) subgraphs
+            for node in graph:
+                if node in slice:
+                    node.display()
+        else:
+            for node in reversed(slice):
+                node.display()
+
 
 def get_const_value(value: ir.Value) -> ir.TensorProtocol | None:
     node = value.producer()