no code implementations • 19 Nov 2022 • Simla Burcu Harma, Ayan Chakraborty, Babak Falsafi, Martin Jaggi, Yunho Oh
The unprecedented growth in DNN model complexity, size, and amount of training data has led to a commensurate increase in demand for computing and a search for minimal encoding.
1 code implementation • 22 Mar 2022 • Ahmet Caner Yüzügüler, Canberk Sönmez, Mario Drumond, Yunho Oh, Babak Falsafi, Pascal Frossard
In this work, we study three key pillars in multi-pod systolic array designs, namely array granularity, interconnect, and tiling.