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Jared Casper
Jared Casper
Research Scientist, NVIDIA
Verified email at nvidia.com
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Deep speech 2: End-to-end speech recognition in english and mandarin
D Amodei, S Ananthanarayanan, R Anubhai, J Bai, E Battenberg, C Case, ...
International conference on machine learning, 173-182, 2016
36812016
Deep speech: Scaling up end-to-end speech recognition
A Hannun, C Case, J Casper, B Catanzaro, G Diamos, E Elsen, ...
arXiv preprint arXiv:1412.5567, 2014
26212014
Megatron-lm: Training multi-billion parameter language models using model parallelism
M Shoeybi, M Patwary, R Puri, P LeGresley, J Casper, B Catanzaro
arXiv preprint arXiv:1909.08053, 2019
14942019
Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
13422023
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
5542022
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
5022021
An effective hybrid transactional memory system with strong isolation guarantees
CC Minh, M Trautmann, JW Chung, A McDonald, N Bronson, J Casper, ...
Proceedings of the 34th annual international symposium on Computer …, 2007
4572007
A practical concurrent binary search tree
NG Bronson, J Casper, H Chafi, K Olukotun
ACM Sigplan Notices 45 (5), 257-268, 2010
3052010
The vector-thread architecture
R Krashinsky, C Batten, M Hampton, S Gerding, B Pharris, J Casper, ...
ACM SIGARCH Computer Architecture News 32 (2), 52, 2004
2712004
Hardware acceleration of database operations
J Casper, K Olukotun
Proceedings of the 2014 ACM/SIGDA international symposium on Field …, 2014
2252014
A scalable, non-blocking approach to transactional memory
H Chafi, J Casper, BD Carlstrom, A McDonald, CC Minh, W Baek, ...
2007 IEEE 13th International Symposium on High Performance Computer …, 2007
1882007
Reducing activation recomputation in large transformer models
VA Korthikanti, J Casper, S Lym, L McAfee, M Andersch, M Shoeybi, ...
Proceedings of Machine Learning and Systems 5, 341-353, 2023
1392023
Rewon Child, Reza Yazdani Aminabadi, Julie Bernauer, Xia Song, Mohammad Shoeybi, Yuxiong He, Michael Houston, Saurabh Tiwary, and Bryan Catanzaro
S Smith, M Patwary, B Norick, P LeGresley, S Rajbhandari, J Casper, ...
Using deepspeed and megatron to train megatron-turing nlg 530b, a large …, 2022
1252022
Eigenbench: A simple exploration tool for orthogonal TM characteristics
S Hong, T Oguntebi, J Casper, N Bronson, C Kozyrakis, K Olukotun
IEEE International Symposium on Workload Characterization (IISWC'10), 1-11, 2010
962010
A practical FPGA-based framework for novel CMP research
S Wee, J Casper, N Njoroge, Y Tesylar, D Ge, C Kozyrakis, K Olukotun
Proceedings of the 2007 ACM/SIGDA 15th international symposium on Field …, 2007
952007
Atlas: A chip-multiprocessor with transactional memory support
N Njoroge, J Casper, S Wee, Y Teslyar, D Ge, C Kozyrakis, K Olukotun
2007 Design, Automation & Test in Europe Conference & Exhibition, 1-6, 2007
872007
Systems and methods for speech transcription
A Hannun, C Case, J Casper, B Catanzaro, G Diamos, E Elsen, ...
US Patent 10,540,957, 2020
732020
Transactional predication: high-performance concurrent sets and maps for stm
NG Bronson, J Casper, H Chafi, K Olukotun
Proceedings of the 29th ACM SIGACT-SIGOPS symposium on Principles of …, 2010
682010
Deep speech: Scaling up end-to-end speech recognition. arXiv 2014
A Hannun, C Case, J Casper, B Catanzaro, G Diamos, E Elsen, ...
arXiv preprint arXiv:1412.5567, 2014
592014
Hardware acceleration of transactional memory on commodity systems
J Casper, T Oguntebi, S Hong, NG Bronson, C Kozyrakis, K Olukotun
ACM SIGPLAN Notices 46 (3), 27-38, 2011
412011
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