1 code implementation • 24 Jun 2020 • Kevin Stehle, Günther Schindler, Holger Fröning
We present an analysis of popular DNN models to illustrate how it can estimate required cycles, data movement costs, as well as systolic array utilization, and show how the progress in network architecture design impacts the efficiency of inference on accelerators based on systolic arrays.