Datasets › PRIME

PRIME

Introduced by Aviral Kumar et al. in Data-Driven Offline Optimization For Architecting Hardware Accelerators17 Mar 2022 archive 2025-07-28

This dataset contains both infeasible and feasible data points as described in PRIME. The descriptors of the collected data are presented in the table below.

# of Infeasible # of Feasible Max Runtime (ms) Min Runtime (ms) Average Runtime (ms)
MobileNetEdgeTPU 384355 115711 16352.26 252.22 529.13
MobilenetV2 744718 255414 7398.13 191.35 375.05
MobilenetV3 797460 202672 7001.46 405.19 993.75
M4 791984 208148 35881.35 335.59 794.33
M5 698618 301514 35363.55 202.55 440.52
M6 756468 243664 4236.90 127.79 301.74
UNet 449578 51128 124987.51 610.96 3681.75
T-RNN Dec 405607 94459 4447.74 128.05 662.44
T-RNN Enc 410933 88880 5112.82 127.97 731.20

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 3 papers for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

No task tagged in the archive.

License archive 2025-07-28

Apache License, Version 2.0

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

Variants archive 2025-07-28

  • PRIME

1 variant name, as the archive lists them.

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