wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation

Benjamin Hawks, Jason Weitz, Dmitri Demler +13

As machine learning (ML) is increasingly implemented in hardware to address real-time challenges in scientific applications, the development of advanced toolchains has significantl…