NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search

28 Jan 2020Arber ZelaJulien SiemsFrank Hutter

One-shot neural architecture search (NAS) has played a crucial role in making NAS methods computationally feasible in practice. Nevertheless, there is still a lack of understanding on how these weight-sharing algorithms exactly work due to the many factors controlling the dynamics of the process... (read more)

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