From English to ASIC: Hardware Implementation with Large Language Model

arXiv:2403.07039v1 Announce Type: cross
Abstract: In the realm of ASIC engineering, the landscape has been significantly reshaped by the rapid development of LLM, paralleled by an increase in the complexity of modern digital circuits. This complexity has escalated the requirements for HDL coding, necessitating a higher degree of precision and sophistication. However, challenges have been faced due to the less-than-optimal performance of modern language models in generating hardware description code, a situation further exacerbated by the scarcity of the corresponding …

abstract arxiv coding complexity cs.ai cs.ar cs.cl cs.pl development digital engineering english hardware implementation landscape language language model large language large language model llm modern precision requirements type