Compute Trends Across Three Eras of Machine Learning

Compute, data, and algorithmic advances are the three fundamental factors
that guide the progress of modern Machine Learning (ML). In this paper we study
trends in the most readily quantified factor – compute. We show that before
2010 training compute gre… Read more

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