A Hardware-Aware System for Accelerating Deep Neural Network Optimization

no code implementations • 25 Feb 2022 • Anthony Sarah, Daniel Cummings, Sharath Nittur Sridhar, Sairam Sundaresan, Maciej Szankin, Tristan Webb, J. Pablo Munoz

These methods decouple the super-network training from the sub-network search and thus decrease the computational burden of specializing to different hardware platforms.

Bayesian Optimization Evolutionary Algorithms +1