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ORCIDDominik Grewe
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- affiliation: University of Edinburgh, UK
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2020 – today
- 2024
[i6]Sami Alabed, Bart Chrzaszcz, Juliana Franco, Dominik Grewe, Dougal Maclaurin, James Molloy, Tom Natan, Tamara Norman, Xiaoyue Pan, Adam Paszke, Norman A. Rink, Michael Schaarschmidt, Timur Sitdikov, Agnieszka Swietlik, Dimitrios Vytiniotis, Joel Wee:
PartIR: Composing SPMD Partitioning Strategies for Machine Learning. CoRR abs/2401.11202 (2024)- 2022
- [c10]Ningning Xie, Tamara Norman, Dominik Grewe, Dimitrios Vytiniotis:
Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning. MLSys 2022 - [i5]Sami Alabed, Dominik Grewe, Juliana Franco, Bart Chrzaszcz, Tom Natan, Tamara Norman, Norman A. Rink, Dimitrios Vytiniotis, Michael Schaarschmidt:
Automatic Discovery of Composite SPMD Partitioning Strategies in PartIR. CoRR abs/2210.06352 (2022) - 2021
- [i4]Ningning Xie, Tamara Norman, Dominik Grewe, Dimitrios Vytiniotis:
Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning. CoRR abs/2110.10548 (2021) - [i3]Michael Schaarschmidt, Dominik Grewe, Dimitrios Vytiniotis, Adam Paszke, Georg Stefan Schmid, Tamara Norman, James Molloy, Jonathan Godwin, Norman Alexander Rink, Vinod Nair, Dan Belov:
Automap: Towards Ergonomic Automated Parallelism for ML Models. CoRR abs/2112.02958 (2021)
2010 – 2019
- 2019
- [i2]Peter Buchlovsky, David Budden, Dominik Grewe, Chris Jones, John Aslanides, Frederic Besse, Andy Brock, Aidan Clark, Sergio Gomez Colmenarejo, Aedan Pope, Fabio Viola, Dan Belov:
TF-Replicator: Distributed Machine Learning for Researchers. CoRR abs/1902.00465 (2019) - 2018
- [c9]Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis:
Parallel WaveNet: Fast High-Fidelity Speech Synthesis. ICML 2018: 3915-3923 - 2017
- [i1]Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis:
Parallel WaveNet: Fast High-Fidelity Speech Synthesis. CoRR abs/1711.10433 (2017) - 2016
- [j2]David Silver, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Vedavyas Panneershelvam, Marc Lanctot, Sander Dieleman, Dominik Grewe, John Nham, Nal Kalchbrenner, Ilya Sutskever, Timothy P. Lillicrap, Madeleine Leach, Koray Kavukcuoglu, Thore Graepel, Demis Hassabis:
Mastering the game of Go with deep neural networks and tree search. Nat. 529(7587): 484-489 (2016) - 2014
- [b1]Dominik Grewe:
Mapping parallel programs to heterogeneous multi-core systems. University of Edinburgh, UK, 2014 - [j1]Zheng Wang
, Dominik Grewe, Michael F. P. O'Boyle:
Automatic and Portable Mapping of Data Parallel Programs to OpenCL for GPU-Based Heterogeneous Systems. ACM Trans. Archit. Code Optim. 11(4): 42:1-42:26 (2014) - [c8]Alexander Collins, Dominik Grewe, Vinod Grover, Sean Lee, Adriana Susnea:
NOVA: A Functional Language for Data Parallelism. ARRAY@PLDI 2014: 8-13 - 2013
- [c7]Alberto Magni, Dominik Grewe, Nick Johnson:
Input-aware auto-tuning for directive-based GPU programming. GPGPU@ASPLOS 2013: 66-75 - [c6]Dominik Grewe:
Prius: a runtime for hybrid computing. COSMIC@CGO 2013: 3 - [c5]Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle:
Portable mapping of data parallel programs to OpenCL for heterogeneous systems. CGO 2013: 22:1-22:10 - [c4]Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle:
OpenCL Task Partitioning in the Presence of GPU Contention. LCPC 2013: 87-101 - 2011
- [c3]Dominik Grewe, Anton Lokhmotov:
Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation. GPGPU 2011: 12 - [c2]Dominik Grewe, Michael F. P. O'Boyle:
A Static Task Partitioning Approach for Heterogeneous Systems Using OpenCL. CC 2011: 286-305 - [c1]Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle:
A workload-aware mapping approach for data-parallel programs. HiPEAC 2011: 117-126
Coauthor Index
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