diff --git a/examples/xnnpack/aot_compiler.py b/examples/xnnpack/aot_compiler.py
index c3538db4d8..e1542245ac 100644
--- a/examples/xnnpack/aot_compiler.py
+++ b/examples/xnnpack/aot_compiler.py
@@ -92,6 +92,7 @@
         logging.info("Quantizing Model...")
         # TODO(T165162973): This pass shall eventually be folded into quantizer
         model = quantize(model, example_inputs)
+        ep = torch.export.export_for_training(model, example_inputs)
 
     edge = to_edge_transform_and_lower(
         ep,