LUMINA: LLM-Guided GPU Architecture Exploration via Bottleneck Analysis

Tao Zhang, Rui Ma, Shuotao Xu +2

GPU design space exploration (DSE) for modern AI workloads, such as Large-Language Model (LLM) inference, is challenging because of GPUs' vast, multi-modal design spaces, high simu…