notesum.ai

Published at November 25

Optimizing Winograd Convolution on ARMv8 manycore processors

cs.PF

Released Date: November 25, 2024

Authors: Haoyuan Gui¹, Xiaoyu Zhang², Chong Zhang², Zitong Su², Huiyuan Li³

Aff.: ¹Institute of Software, Chinese Academy of Sciences, China; ²Institute of Software, Chinese Academy of Sciences, China; Also at University of Chinese Academy of Sciences, China; ³Institute of Software, Chinese Academy of Sciences; Also at State Key Laboratory of Computer Science, Chinese Academy of Sciences, China

Arxiv: http://arxiv.org/abs/2411.16152v1

Layer	C	K	H & W	R & S
VggNet_1.2	64	64	224	3
VggNet_2.2	128	128	112	3
VggNet_3.2	256	256	56	3
VggNet_4.2	512	512	28	3
VggNet_5.2	512	512	14	3
FusionNet_1.2	64	64	640	3
FusionNet_2.2	128	128	320	3
FusionNet_3.2	256	256	160	3
FusionNet_4.2	512	512	80	3
FusionNet_5.2	1024	1024	40	3
ResNet_2.1	64	64	112	3
ResNet_3.1	128	128	56	3
ResNet_4.1	256	256	28	3
ResNet_5.1	512	512	14	3