Fair and Comprehensive Benchmarking of Machine Learning Processing Chips
Geoffrey W. Burr, SukHwan Lim, Boris Murmann, Rangharajan Venkatesan, Marian Verhelst
Abstract
This article provides an overview of benchmarking strategies at a different set of abstraction levels and related best practices in each, while working to also give an overall view of impact.
Topics & Concepts
BenchmarkingAbstractionComputer scienceSet (abstract data type)Best practiceArtificial intelligenceSoftware engineeringData scienceMachine learningBusinessProgramming languageManagementMarketingEconomicsEpistemologyPhilosophyAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesParallel Computing and Optimization Techniques