Unleashing the performance of bmSparse for the sparse matrix multiplication in GPUs

2021 ◽  
Author(s):  
Gonzalo Berger ◽  
Manuel Freire ◽  
Renzo Marini ◽  
Ernesto Dufrechou ◽  
Pablo Ezzatti
Keyword(s):  
Sparse Matrix ◽  
Matrix Multiplication

scholarly journals Sparse matrix multiplication: The distributed block-compressed sparse row library

2014 ◽  
Vol 40 (5-6) ◽  
pp. 47-58 ◽  
Author(s):  
Urban Borštnik ◽  
Joost VandeVondele ◽  
Valéry Weber ◽  
Jürg Hutter
Keyword(s):  
Sparse Matrix ◽  
Matrix Multiplication ◽  
Compressed Sparse Row

InnerSP: A Memory Efficient Sparse Matrix Multiplication Accelerator with Locality-Aware Inner Product Processing

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Author(s):  
Daehyeon Baek ◽  
Soojin Hwang ◽  
Taekyung Heo ◽  
Daehoon Kim ◽  
Jaehyuk Huh
Keyword(s):  
Sparse Matrix ◽  
Matrix Multiplication ◽  
Inner Product ◽  
Memory Efficient

scholarly journals Reducing Communication Costs for Sparse Matrix Multiplication within Algebraic Multigrid

2015 ◽  
Author(s):  
Grey Malone Ballard ◽  
Jonathan Joseph Hu ◽  
Christopher Siefert
Keyword(s):  
Sparse Matrix ◽  
Matrix Multiplication ◽  
Algebraic Multigrid ◽  
Communication Costs

Optimization of GPU-based Sparse Matrix Multiplication for Large Sparse Networks

2020 ◽  
Author(s):  
Jeongmyung Lee ◽  
Seokwon Kang ◽  
Yongseung Yu ◽  
Yong-Yeon Jo ◽  
Sang-Wook Kim ◽  
...  
Keyword(s):  
Sparse Matrix ◽  
Matrix Multiplication ◽  
Sparse Networks

A 7.3 M Output Non-Zeros/J Sparse Matrix-Matrix Multiplication Accelerator using Memory Reconfiguration in 40 nm

2019 ◽  
Author(s):  
Subhankar Pal ◽  
Dong-hyeon Park ◽  
Siying Feng ◽  
Paul Gao ◽  
Jielun Tan ◽  
...  
Keyword(s):  
Sparse Matrix ◽  
Matrix Multiplication

scholarly journals Hypergraph Partitioning for Sparse Matrix-Matrix Multiplication

2016 ◽  
Vol 3 (3) ◽  
pp. 1-34 ◽  
Author(s):  
Grey Ballard ◽  
Alex Druinsky ◽  
Nicholas Knight ◽  
Oded Schwartz
Keyword(s):  
Sparse Matrix ◽  
Matrix Multiplication ◽  
Hypergraph Partitioning
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