Follow
Adam Paszke
Adam Paszke
Google
Verified email at students.mimuw.edu.pl - Homepage
Title
Cited by
Cited by
Year
PyTorch: An Imperative Style, High-Performance Deep Learning Library
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
NeurIPS '19: Proceedings of the 33rd International Conference on Neural …, 2019
66441*2019
JAX: composable transformations of Python+NumPy programs
J Bradbury, R Frostig, P Hawkins, MJ Johnson, C Leary, D Maclaurin, ...
http://github.com/google/jax, 2018
30582018
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
A Paszke, A Chaurasia, S Kim, E Culurciello
arXiv preprint arXiv:1606.02147, 2016
29072016
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
22132023
An Analysis of Deep Neural Network Models for Practical Applications
A Canziani, A Paszke, E Culurciello
arXiv preprint arXiv:1605.07678, 2016
17292016
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
7022024
PyTorch Distributed: Experiences on Accelerating Data Parallel Training
S Li, Y Zhao, R Varma, O Salpekar, P Noordhuis, T Li, A Paszke, J Smith, ...
Proceedings of the VLDB Endowment 13 (12), 3005-3018, 2020
6462020
Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming
A Paszke, D Johnson, D Duvenaud, D Vytiniotis, A Radul, M Johnson, ...
Proc. ACM Program. Lang. 5 (ICFP), 2021
552021
Evaluation of neural network architectures for embedded systems
A Canziani, E Culurciello, A Paszke
2017 IEEE international symposium on Circuits and systems (ISCAS), 1-4, 2017
502017
PyTorch: an imperative style, high-performance deep learning library, December 2019
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
URL http://arxiv. org/abs/1912.01703, 1912
481912
You Only Linearize Once: Tangents Transpose to Gradients
A Radul, A Paszke, R Frostig, MJ Johnson, D Maclaurin
Proceedings of the ACM on Programming Languages 7 (POPL), 1246-1274, 2023
252023
Automap: Towards Ergonomic Automated Parallelism for ML Models
M Schaarschmidt, D Grewe, D Vytiniotis, A Paszke, GS Schmid, T Norman, ...
ML for Systems (NeurIPS 2021), 2021
122021
Decomposing reverse-mode automatic differentiation
R Frostig, MJ Johnson, D Maclaurin, A Paszke, A Radul
LAFI 2021, 2021
122021
Parallelism-preserving automatic differentiation for second-order array languages
A Paszke, MJ Johnson, R Frostig, D Maclaurin
Proceedings of the 9th ACM SIGPLAN International Workshop on Functional High …, 2021
72021
VC Density of Set Systems Definable in Tree-Like Graphs
A Paszke, M Pilipczuk
45th International Symposium on Mathematical Foundations of Computer Science …, 2020
72020
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
A Botev, S De, SL Smith, A Fernando, GC Muraru, R Haroun, L Berrada, ...
arXiv preprint arXiv:2404.07839, 2024
62024
Memory-efficient array redistribution through portable collective communication
NA Rink, A Paszke, D Vytiniotis, GS Schmid
arXiv preprint arXiv:2112.01075, 2021
52021
Partir: Composing spmd partitioning strategies for machine learning
S Alabed, D Belov, B Chrzaszcz, J Franco, D Grewe, D Maclaurin, ...
arXiv preprint arXiv:2401.11202, 2024
32024
Infix-Extensible Record Types for Tabular Data
A Paszke, N Xie
Proceedings of the 8th ACM SIGPLAN International Workshop on Type-Driven …, 2023
32023
Parallel Algebraic Effect Handlers
N Xie, DD Johnson, D Maclaurin, A Paszke
PEPM 2022, 2021
32021
The system can't perform the operation now. Try again later.
Articles 1–20