no code implementations • 6 Dec 2023 • Sree Harsha Nelaturu, Nishaanth Kanna Ravichandran, Cuong Tran, Sara Hooker, Ferdinando Fioretto
In the machine learning ecosystem, hardware selection is often regarded as a mere utility, overshadowed by the spotlight on algorithms and data.
no code implementations • 15 Aug 2019 • Ziheng Wang, Sree Harsha Nelaturu
In this work, we explore three alternative methods to approximate gradients, with an efficient GPU kernel implementation for one of them.