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Author

Tal Ben‐Nun

Observed names: Ben Nun, Tal, Ben-Nun, Tal, Tal Ben Nun, Tal Ben-Nun, Tal Ben-nun, Tal, Ben Nun
ORCID: 0000-0002-3657-6568
Observed ORCID: 0000-0002-3657-6568
OpenAlex ID: A5002615744
Demystifying Parallel and Distributed Deep Learning
2019 · Tal Ben-Nun, Torsten Hoefler · ACM Computing Surveys · 577
Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks
2021 · Hoefler, Torsten, Alistarh, Dan, et al. · Repository for Publications and Research Data (ETH Zurich) · 423
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis
2018 · Ben-Nun, Tal, Hoefler, Torsten · arXiv (Cornell University) · 205
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Deep learning for post-processing ensemble weather forecasts
2021 · Peter Grönquist, Chengyuan Yao, et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 201
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Augment Your Batch: Improving Generalization Through Instance Repetition
2020 · Elad Hoffer, Tal Ben-Nun, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 166
Neural Code Comprehension: A Learnable Representation of Code Semantics
2018 · Ben-Nun, Tal, Jakobovits, Alice Shoshana, et al. · arXiv (Cornell University) · 151
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Stateful dataflow multigraphs
2019 · Tal Ben-Nun, Johannes de Fine Licht, et al. · 2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 123
Groute
2017 · Tal Ben-Nun, Michael Sutton, et al. · ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming · 117
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A package for OpenCL based heterogeneous computing on clusters with many GPU devices
2010 · Amnon Barak, Tal Ben-Nun, et al. · 87
Data Movement Is All You Need: A Case Study on Optimizing Transformers
2020 · Ivanov, Andrei, Dryden, Nikoli, et al. · arXiv (Cornell University) · 78
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A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning
2019 · Tal Ben-Nun, Maciej Besta, et al. · Proceedings - IEEE International Parallel and Distributed Processing Symposium · 77
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X+: a comprehensive computationally accelerated structure analysis tool for solution X-ray scattering from supramolecular self-assemblies
2010 · Tal Ben-Nun, Avi Ginsburg, et al. · Journal of Applied Crystallography · 73
Solution X-ray Scattering Form Factors of Supramolecular Self-Assembled Structures
2010 · Pablo Székely, Avi Ginsburg, et al. · Langmuir · 63
Clairvoyant prefetching for distributed machine learning I/O
2021 · Nikoli Dryden, Roman Böhringer, et al. · 2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 60
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Taming unbalanced training workloads in deep learning with partial collective operations
2020 · Shigang Li, Tal Ben-Nun, et al. · ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming · 57
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PROGRAML: A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations
2021 · Cummins, Chris, Fisches, Zacharias V., et al. · Edinburgh Research Explorer (University of Edinburgh) · 55
Memory access patterns
2015 · Tal Ben-Nun, Ely Levy, et al. · 2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 53
A data-centric approach to extreme-scale ab initio dissipative quantum transport simulations
2019 · Alexandros Nikolaos Ziogas, Tal Ben-Nun, et al. · 2012 International Conference for High Performance Computing, Networking, Storage and Analysis · 47
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Augment your batch: better training with larger batches
2019 · Hoffer, Elad, Ben-Nun, Tal, et al. · arXiv (Cornell University) · 45
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Graph Processing on FPGAs: Taxonomy, Survey, Challenges
2019 · Besta, Maciej, Stanojevic, Dimitri, et al. · arXiv (Cornell University) · 39
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D+ : software for high-resolution hierarchical modeling of solution X-ray scattering from complex structures
2019 · Avi Ginsburg, Tal Ben-Nun, et al. · Journal of Applied Crystallography · 39
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Groute
2017 · Tal Ben-Nun, Michael Sutton, et al. · ACM SIGPLAN Notices · 38
Optimizing Parallel Graph Connectivity Computation via Subgraph Sampling
2018 · Michael Sutton, Tal Ben-Nun, et al. · Proceedings - IEEE International Parallel and Distributed Processing Symposium · 37
Reciprocal Grids: A Hierarchical Algorithm for Computing Solution X-ray Scattering Curves from Supramolecular Complexes at High Resolution
2016 · Avi Ginsburg, Tal Ben-Nun, et al. · Journal of Chemical Information and Modeling · 37
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis
2020 · Cummins, Chris, Fisches, Zacharias V., et al. · arXiv (Cornell University) · 33
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Works count: 154
Citation count: 2,950
H-index: 26
I10-index: 45
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