Applying the Roofline model for Deep Learning performance optimizations

Jacek Czaja, Michal Gallus, Joanna Wozna +2

In this paper We present a methodology for creating Roofline models automatically for Non-Unified Memory Access (NUMA) using Intel Xeon as an example. Finally, we present an evalua…