Dominik Grewe

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 9

Top Venues

CoRR

ARRAY@PLDI

ICML

Nat.

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

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 (2024)
Ningning Xie, Tamara Norman, Dominik Grewe, Dimitrios Vytiniotis
Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning. MLSys (2022)
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 (2022)
Ningning Xie, Tamara Norman, Dominik Grewe, Dimitrios Vytiniotis
Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning. CoRR (2021)
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 (2021)
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 (2019)
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)
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 (2017)
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) (2016)
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) (2014)
Alexander Collins, Dominik Grewe, Vinod Grover, Sean Lee, Adriana Susnea
NOVA: A Functional Language for Data Parallelism. ARRAY@PLDI (2014)
Alberto Magni, Dominik Grewe, Nick Johnson
Input-aware auto-tuning for directive-based GPU programming. GPGPU@ASPLOS (2013)
Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle
Portable mapping of data parallel programs to OpenCL for heterogeneous systems. CGO (2013)
Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle
OpenCL Task Partitioning in the Presence of GPU Contention. LCPC (2013)
Dominik Grewe
Prius: a runtime for hybrid computing. COSMIC@CGO (2013)
Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle
A workload-aware mapping approach for data-parallel programs. HiPEAC (2011)
Dominik Grewe, Anton Lokhmotov
Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation. GPGPU (2011)
Dominik Grewe, Michael F. P. O'Boyle
A Static Task Partitioning Approach for Heterogeneous Systems Using OpenCL. CC (2011)

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Publication Activity (10 Years)

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Dominik Grewe