עקוב אחר
Torsten Hoefler
Torsten Hoefler
Professor of Computer Science at ETH Zurich
כתובת אימייל מאומתת בדומיין inf.ethz.ch - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Sparsity in deep learning: Pruning and growth for efficient inference and training in neural networks‏
T Hoefler, D Alistarh, T Ben-Nun, N Dryden, A Peste‏
Journal of Machine Learning Research 22 (241), 1-124, 2021‏
9062021
Demystifying parallel and distributed deep learning: An in-depth concurrency analysis‏
T Ben-Nun, T Hoefler‏
ACM Computing Surveys (CSUR) 52 (4), 1-43, 2019‏
9062019
Gptq: Accurate post-training quantization for generative pre-trained transformers‏
E Frantar, S Ashkboos, T Hoefler, D Alistarh‏
arXiv preprint arXiv:2210.17323, 2022‏
8872022
Graph of thoughts: Solving elaborate problems with large language models‏
M Besta, N Blach, A Kubicek, R Gerstenberger, M Podstawski, ...‏
Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 17682 …, 2024‏
7582024
The convergence of sparsified gradient methods‏
D Alistarh, T Hoefler, M Johansson, N Konstantinov, S Khirirat, C Renggli‏
Advances in Neural Information Processing Systems 31, 2018‏
6172018
MPI: A Message-Passing Interface Standard‏
MPI Forum‏
Technical Report, 2012‏
434*2012
Slim fly: A cost effective low-diameter network topology‏
M Besta, T Hoefler‏
SC'14: proceedings of the international conference for high performance …, 2014‏
3632014
Scientific benchmarking of parallel computing systems: twelve ways to tell the masses when reporting performance results‏
T Hoefler, R Belli‏
Proceedings of the international conference for high performance computing …, 2015‏
3352015
Characterizing the influence of system noise on large-scale applications by simulation‏
T Hoefler, T Schneider, A Lumsdaine‏
SC'10: Proceedings of the 2010 ACM/IEEE International Conference for High …, 2010‏
3252010
Generic topology mapping strategies for large-scale parallel architectures‏
T Hoefler, M Snir‏
Proceedings of the international conference on Supercomputing, 75-84, 2011‏
3162011
Neural code comprehension: A learnable representation of code semantics‏
T Ben-Nun, AS Jakobovits, T Hoefler‏
Advances in neural information processing systems 31, 2018‏
3132018
The PERCS high-performance interconnect‏
B Arimilli, R Arimilli, V Chung, S Clark, W Denzel, B Drerup, T Hoefler, ...‏
2010 18th IEEE Symposium on High Performance Interconnects, 75-82, 2010‏
3012010
Implementation and performance analysis of non-blocking collective operations for MPI‏
T Hoefler, A Lumsdaine, W Rehm‏
Proceedings of the 2007 ACM/IEEE conference on Supercomputing, 1-10, 2007‏
2862007
Augment your batch: Improving generalization through instance repetition‏
E Hoffer, T Ben-Nun, I Hubara, N Giladi, T Hoefler, D Soudry‏
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020‏
2622020
OPTQ: Accurate post-training quantization for generative pre-trained transformers‏
E Frantar, S Ashkboos, T Hoefler, DA Alistarh‏
11th International Conference on Learning Representations, 2023‏
2342023
LogGOPSim: simulating large-scale applications in the LogGOPS model‏
T Hoefler, T Schneider, A Lumsdaine‏
Proceedings of the 19th ACM International Symposium on High Performance …, 2010‏
2332010
The digital revolution of Earth-system science‏
P Bauer, PD Dueben, T Hoefler, T Quintino, TC Schulthess, NP Wedi‏
Nature Computational Science 1 (2), 104-113, 2021‏
2282021
Spqr: A sparse-quantized representation for near-lossless llm weight compression‏
T Dettmers, R Svirschevski, V Egiazarian, D Kuznedelev, E Frantar, ...‏
arXiv preprint arXiv:2306.03078, 2023‏
2232023
Kilometer-scale climate models: Prospects and challenges‏
C Schär, O Fuhrer, A Arteaga, N Ban, C Charpilloz, S Di Girolamo, ...‏
Bulletin of the American Meteorological Society 101 (5), E567-E587, 2020‏
1962020
Using automated performance modeling to find scalability bugs in complex codes‏
A Calotoiu, T Hoefler, M Poke, F Wolf‏
Proceedings of the International Conference on High Performance Computing …, 2013‏
1962013
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מאמרים 1–20