RadiX-Net: Structured Sparse Matrices for Deep Neural Networks

30 April 2019

Papers citing "RadiX-Net: Structured Sparse Matrices for Deep Neural Networks"

13 / 13 papers shown

Title
Superposing Many Tickets into One: A Performance Booster for Sparse Neural Network Training Lu Yin Vlado Menkovski Meng Fang Tianjin Huang Yulong Pei Mykola Pechenizkiy Decebal Constantin Mocanu Shiwei Liu 110 8 0 30 May 2022
Don't Be So Dense: Sparse-to-Sparse GAN Training Without Sacrificing Performance Shiwei Liu Yuesong Tian Tianlong Chen Li Shen 98 11 0 05 Mar 2022
The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training Shiwei Liu Tianlong Chen Xiaohan Chen Li Shen Decebal Constantin Mocanu Zhangyang Wang Mykola Pechenizkiy 98 113 0 05 Feb 2022
Sparsifying the Update Step in Graph Neural Networks J. Lutzeyer Changmin Wu Michalis Vazirgiannis 79 4 0 02 Sep 2021
Partitioning sparse deep neural networks for scalable training and inference G. Demirci Hakan Ferhatosmanoglu 35 11 0 23 Apr 2021
Sparse Training Theory for Scalable and Efficient Agents Decebal Constantin Mocanu Elena Mocanu T. Pinto Selima Curci Phuong H. Nguyen M. Gibescu D. Ernst Z. Vale 80 18 0 02 Mar 2021
Truly Sparse Neural Networks at Scale Selima Curci Decebal Constantin Mocanu Mykola Pechenizkiy 141 22 0 02 Feb 2021
At-Scale Sparse Deep Neural Network Inference with Efficient GPU Implementation Mert Hidayetoğlu Carl Pearson Vikram Sharma Mailthody Eiman Ebrahimi Jinjun Xiong R. Nagi Wen-mei W. Hwu GNN 36 1 0 28 Jul 2020
Ramanujan Bipartite Graph Products for Efficient Block Sparse Neural Networks Dharma Teja Vooturi G. Varma Kishore Kothapalli 47 6 0 24 Jun 2020
GraphChallenge.org Triangle Counting Performance S. Samsi J. Kepner V. Gadepally M. Hurley Michael Jones ... Albert Reuther S. Smith William S. Song Diane Staheli P. Monticciolo 38 14 0 18 Mar 2020
NeuroFabric: Identifying Ideal Topologies for Training A Priori Sparse Networks Mihailo Isakov Michel A. Kinsy 93 1 0 19 Feb 2020
Sparse Deep Neural Network Graph Challenge J. Kepner Simon Alford V. Gadepally Michael Jones Lauren Milechin Ryan A. Robinett S. Samsi GNN 57 49 0 02 Sep 2019
A Brain-inspired Algorithm for Training Highly Sparse Neural Networks Zahra Atashgahi Joost Pieterse Shiwei Liu Decebal Constantin Mocanu Raymond N. J. Veldhuis Mykola Pechenizkiy 83 15 0 17 Mar 2019