Sledovat
Mostofa Patwary
Název
Citace
Citace
Rok
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
13302019
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
12442015
Deep learning scaling is predictable, empirically
J Hestness, S Narang, N Ardalani, G Diamos, H Jun, H Kianinejad, ...
arXiv preprint arXiv:1712.00409, 2017
6172017
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model
S Smith, M Patwary, B Norick, P LeGresley, S Rajbhandari, J Casper, ...
arXiv preprint arXiv:2201.11990, 2022
614*2022
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
4752011
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
4202021
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
3882015
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
2462014
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
2252012
Training Question Answering Models From Synthetic Data
R Puri, R Spring, M Patwary, M Shoeybi, B Catanzaro
arXiv preprint arXiv:2002.09599, 2020
1362020
Controllable Story Generation with External Knowledge Using Large-Scale Language Models
P Xu, M Patwary, M Shoeybi, R Puri, P Fung, A Anandkumar, B Catanzaro
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
128*2020
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
1182014
BioMegatron: Larger Biomedical Domain Language Model
HC Shin, Y Zhang, E Bakhturina, R Puri, M Patwary, M Shoeybi, R Mani
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
1162020
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
1092012
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
992013
Factuality enhanced language models for open-ended text generation
N Lee, W Ping, P Xu, M Patwary, PN Fung, M Shoeybi, B Catanzaro
Advances in Neural Information Processing Systems 35, 34586-34599, 2022
982022
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
952017
End-to-End Training of Neural Retrievers for Open-Domain Question Answering
DS Sachan, M Patwary, M Shoeybi, N Kant, W Ping, WL Hamilton, ...
arXiv preprint arXiv:2101.00408, 2021
832021
Fast Algorithms for the Maximum Clique Problem on Massive Graphs with Applications to Overlapping Community Detection
B Pattabiraman, MMA Patwary, AH Gebremedhin, W Liao, A Choudhary
Internet Mathematics 11 (4-5), 421-448, 2015
772015
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
772015
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Články 1–20