Polaris: Multi-Fidelity Design Space Exploration of Deep Learning Accelerators

Chirag Sakhuja, Charles Hong, Calvin Lin

This paper presents a tool for automatically exploring the design space of deep learning accelerators (DLAs). Our main advancement is Starlight, a data-driven performance model tha…