Formal Algorithms for Model Efficiency

Naman Tyagi, Srishti Das, Kunal +1

We introduce the Knob-Meter-Rule (KMR) framework, a unified formalism for representing and reasoning about model efficiency techniques in deep learning. By abstracting diverse meth…