An agent factory combining sub-kernel ILP assembly with multi-agent cross-optimization lets general coding agents deliver mean 8.27x speedups in HLS designs on standard benchmarks.
Towards a comprehensive benchmark for high-level synthesis targeted to fpgas,
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Agent Factories for High Level Synthesis: How Far Can General-Purpose Coding Agents Go in Hardware Optimization?
An agent factory combining sub-kernel ILP assembly with multi-agent cross-optimization lets general coding agents deliver mean 8.27x speedups in HLS designs on standard benchmarks.