An expert-guided LLM framework translates C/C++ kernels into HLS FPGA designs, outperforming ChatHLS on PolyBench with a 4.24x geometric-mean speedup and valid RTL designs for all 14 attempted kernels.
Best-effort FPGA programming: A few steps can go a long way,
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HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation
An expert-guided LLM framework translates C/C++ kernels into HLS FPGA designs, outperforming ChatHLS on PolyBench with a 4.24x geometric-mean speedup and valid RTL designs for all 14 attempted kernels.