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Published at October 28

BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference

cs.SE

cs.AI

cs.CL

Released Date: October 28, 2024

Authors: Changwoo Lee¹, Soo Min Kwon¹, Qing Qu¹, Hun-Seok Kim¹

Aff.: ¹University of Michigan

Arxiv: https://arxiv.org/abs/2410.21262v1

Refer to caption

CR	Method	FID $(\downarrow)$	sFID $(\downarrow)$	IS $(\uparrow)$
0%	Original	9.62	6.85	121.50
50%	Low-Rank	48.07	11.44	26.09
50%	BLAST₉	10.45	6.72	111.05