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When `is_dummy_run=True`, calling `empty_input_forward` can cause unexpected behavior. Add `and not is_dummy_run` guard for both `_propose_cuda` and `_propose_xpu` paths. Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>