|Scalable Bayesian Optimization Using Deep Neural Networks|
J Snoek, O Rippel, K Swersky, R Kiros, N Satish, N Sundaram, M Patwary, ...
arXiv preprint arXiv:1502.05700, 2015
|Megatron-LM: Training Multi-Billion Parameter Language Models Using GPU Model Parallelism|
M Shoeybi, M Patwary, R Puri, P LeGresley, J Casper, B Catanzaro
arXiv preprint arXiv:1909.08053, 2019
|Twitter trending topic classification|
K Lee, D Palsetia, R Narayanan, MMA Patwary, A Agrawal, A Choudhary
Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on …, 2011
|Deep Learning Scaling is Predictable, Empirically|
J Hestness, S Narang, N Ardalani, G Diamos, H Jun, H Kianinejad, ...
arXiv preprint arXiv:1712.00409, 2017
|GraphMat: High performance graph analytics made productive|
N Sundaram, N Satish, MMA Patwary, SR Dulloor, MJ Anderson, ...
Proceedings of the VLDB Endowment 8 (11), 1214-1225, 2015
|Navigating the maze of graph analytics frameworks using massive graph datasets|
N Satish, N Sundaram, MMA Patwary, J Seo, J Park, MA Hassaan, ...
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
|A new scalable parallel DBSCAN algorithm using the disjoint-set data structure|
MMA Patwary, D Palsetia, A Agrawal, W Liao, F Manne, A Choudhary
SC'12: Proceedings of the International Conference on High Performance …, 2012
|Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs|
B Pattabiraman, M Patwary, M Ali, AH Gebremedhin, W Liao, ...
arXiv preprint arXiv:1209.5818, 2012
|Fast maximum clique algorithms for large graphs|
RA Rossi, DF Gleich, AH Gebremedhin, MMA Patwary
Proceedings of the companion publication of the 23rd international …, 2014
|ColPack: Software for graph coloring and related problems in scientific computing|
AH Gebremedhin, D Nguyen, MMA Patwary, A Pothen
ACM Transactions on Mathematical Software (TOMS) 40 (1), 1-31, 2013
|Deep learning at 15PF: supervised and semi-supervised classification for scientific data|
T Kurth, J Zhang, N Satish, E Racah, I Mitliagkas, MMA Patwary, T Malas, ...
Proceedings of the International Conference for High Performance Computing …, 2017
|Parallel efficient sparse matrix-matrix multiplication on multicore platforms|
MMA Patwary, NR Satish, N Sundaram, J Park, MJ Anderson, ...
International Conference on High Performance Computing, 48-57, 2015
|Efficient large-scale language model training on GPU clusters using megatron-LM|
D Narayanan, M Shoeybi, J Casper, P LeGresley, M Patwary, ...
Proceedings of the International Conference for High Performance Computing …, 2021
|Controlled vs. Automatic Processing: A Graph-Theoretic Approach to the Analysis of Serial vs. Parallel Processing in Neural Network Architectures|
S Musslick, B Dey, K Ozcimder, MMA Patwary, TL Willke, JD Cohen
Proceedings of the 38th Annual Conference of the Cognitive Science Society …, 2016
|Experiments on union-find algorithms for the disjoint-set data structure|
M Patwary, J Blair, F Manne
Experimental Algorithms, 411-423, 2010
|Training Question Answering Models From Synthetic Data|
R Puri, R Spring, M Patwary, M Shoeybi, B Catanzaro
arXiv preprint arXiv:2002.09599, 2020
|Efficient shared-memory implementation of high-performance conjugate gradient benchmark and its application to unstructured matrices|
J Park, M Smelyanskiy, K Vaidyanathan, A Heinecke, DD Kalamkar, X Liu, ...
High Performance Computing, Networking, Storage and Analysis, SC14 …, 2014
|Graphpad: Optimized graph primitives for parallel and distributed platforms|
MJ Anderson, N Sundaram, N Satish, MMA Patwary, TL Willke, P Dubey
2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2016
|Multi-core spanning forest algorithms using the disjoint-set data structure|
M Patwary, M Ali, P Refsnes, F Manne
Parallel & Distributed Processing Symposium (IPDPS), 2012 IEEE 26th …, 2012
|Scalable parallel OPTICS data clustering using graph algorithmic techniques|
MA Patwary, D Palsetia, A Agrawal, W Liao, F Manne, A Choudhary
Proceedings of SC13: International Conference for High Performance Computing …, 2013