Benchmarking Compound AI Applications for Hardware-Software Co-Design. - Paramuth Samuthrsindh; Angel Cervantes; Varun Gohil; Gohar Irfan Chaudhry; Christina Delimitrou; Adam Belay (CoRR, 2026)