Blar i forfatter Mastergradsoppgaver i informatikk "Haugen, Eirik"
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Investigating the effects of dynamic approximation methods on machine learning (ML) algorithms running on ML-specialized platforms
Haugen, Eirik (Master thesis; Mastergradsoppgave, 2021-05-15)This thesis discusses the application of optimizations to machine learning algorithms. In particular, we look at implementing these algorithms on specialized hardware, I.e. a Graphcore Intelligence Processing Unit, while also applying software optimizations that have been shown to improve performance of traditional workloads on general purpose CPUs. We discuss the feasibility of using these techniques ...