Low Latency Transformer Inference on FPGAs for Physics Applications with hls4ml

Zhixing Jiang, Dennis Yin, Yihui Chen +7

This study presents an efficient implementation of transformer architectures in Field-Programmable Gate Arrays(FPGAs) using hls4ml. We demonstrate the strategy for implementing the…