Accel-Bench: Exploring the Potential of Programming Using Hardware-Accelerated Functions
Abenezer Wudenhe, Yu-Chia Liu, Chris Chen, Hung‐Wei Tseng · 2024
This paper presents Accel-Bench, a benchmark suite that aims to capture the performance of accelerator-intensive programming. To the best of our knowledge, Accel-Bench is the first benchmark suite that utilizes applications that can invoke different domain kernels in their algorithm and quantifies the potential performance gain of using hardware-accelerated functions to compose programs agnostic to their domain.