HW-NAS-Bench is a dataset for HardWare-aware Neural Architecture Search (HW-NAS). It is the first dataset for HW-NAS research aiming to democratize HW-NAS research to non-hardware experts and facilitate a unified benchmark for HW-NAS to make HW-NAS research more reproducible and accessible, covering two SOTA NAS search spaces including NAS-Bench-201 and FBNet
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