notesum.ai

Published at November 27

cs.LG

cs.ET

Released Date: November 27, 2024

Authors: Yi Ren¹, Ruge Xu¹, Xinfei Guo¹, Weikang Qian¹

Aff.: ¹University of Michigan - Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai, China

This Work

MARLIN [9]

ALWANN [8]

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Time

Other

Time¹

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Time

Other

Time¹

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Time

Other

Time¹

ResNet-8

0.02 h

0.004 h

10.6 h

0.41 h

10.4 h

6.2 h

ResNet-14

0.06 h

0.006 h

12.0 h

0.60 h

41.7 h

12.1 h

ResNet-50

0.27 h

0.02 h

109.9 h

1.15 h

134.2 h

45.4 h