Fast matrix multiplication for binary and ternary CNNs on ARM CPU

Fast matrix multiplication for binary and ternary CNNs on ARM CPU

18 May 2022

Papers citing "Fast matrix multiplication for binary and ternary CNNs on ARM CPU"

15 / 15 papers shown

Title
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Hai-Tao Zheng Li Tao Dun Liang Haitao Zheng 135 98 0 07 Nov 2021
S $^2$ -MLP: Spatial-Shift MLP Architecture for Vision Tan Yu Xu Li Yunfeng Cai Mingming Sun Ping Li 67 187 0 14 Jun 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 401 2,658 0 04 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 402 21,347 0 25 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 530 40,739 0 22 Oct 2020
Fast Implementation of 4-bit Convolutional Neural Networks for Mobile Devices A. Trusov E. Limonova Dmitry Slugin D. Nikolaev V. Arlazarov MQ 55 17 0 14 Sep 2020
Line detection via a lightweight CNN with a Hough Layer L. Teplyakov Kirill Kaymakov E. Shvets D. Nikolaev 22 11 0 20 Aug 2020
XNOR-Net++: Improved Binary Neural Networks Adrian Bulat Georgios Tzimiropoulos MQ 60 203 0 30 Sep 2019
daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices Jianhao Zhang Yingwei Pan Ting Yao He Zhao Tao Mei FedML MQ 57 66 0 16 Aug 2019
Low-bit Quantization of Neural Networks for Efficient Inference Yoni Choukroun Eli Kravchik Fan Yang P. Kisilev MQ 58 362 0 18 Feb 2019
Anatomy Of High-Performance Deep Learning Convolutions On SIMD Architectures E. Georganas Sasikanth Avancha K. Banerjee Dhiraj D. Kalamkar G. Henry Hans Pabst A. Heinecke BDL 43 105 0 16 Aug 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference Benoit Jacob S. Kligys Bo Chen Menglong Zhu Matthew Tang Andrew G. Howard Hartwig Adam Dmitry Kalenichenko MQ 136 3,111 0 15 Dec 2017
Ternary Neural Networks for Resource-Efficient AI Applications Hande Alemdar V. Leroy Adrien Prost-Boucle F. Pétrot 50 204 0 01 Sep 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 159 4,350 0 16 Mar 2016
Fast Algorithms for Convolutional Neural Networks Andrew Lavin Scott Gray 72 877 0 30 Sep 2015