How to keep pushing ML accelerator performance? Know your rooflines!

Marian Verhelst, Luca Benini, Naveen Verma

The rapidly growing importance of Machine Learning (ML) applications, coupled with their ever-increasing model size and inference energy footprint, has created a strong need for sp…