NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks

Most existing neural architecture search (NAS) benchmarks and algorithms prioritize well-studied tasks, e.g. image classification on CIFAR or ImageNet. This makes the performance of NAS approaches in more diverse areas poorly understood. In this paper, we present NAS-Bench-360, a benchmark suite to...

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Bibliographische Detailangaben

Hauptverfasser:	Tu, Renbo, Roberts, Nicholas, Khodak, Mikhail, Shen, Junhong, Sala, Frederic, Talwalkar, Ameet
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
Online-Zugang:	Volltext bestellen
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