Yuhuan Xia

SIMULATORCODER: DNN ACCELERATOR SIMULATOR CODE GENERATION AND OPTIMIZATION VIA LARGE LANGUAGE MODELS

This paper presents SimulatorCoder, an agent powered by large language models (LLMs), designed to generate and optimize deep neural network (DNN) accelerator simulators based on natural language descriptions. By integrating domain-specific prompt engineering including In-Context Learning (ICL), Chai…