Dominik Grewe

According to our database, Dominik Grewe authored at least 17 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PartIR: Composing SPMD Partitioning Strategies for Machine Learning.

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

CoRR, 2024

2022

Automatic Discovery of Composite SPMD Partitioning Strategies in PartIR.

Sami Alabed, Dominik Grewe, Juliana Franco, Bart Chrzaszcz, Tom Natan, Tamara Norman, Norman A. Rink, Dimitrios Vytiniotis, Michael Schaarschmidt

CoRR, 2022

Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning.

Ningning Xie, Tamara Norman, Dominik Grewe, Dimitrios Vytiniotis

Proceedings of Machine Learning and Systems 2022, 2022

2021

Automap: Towards Ergonomic Automated Parallelism for ML Models.

Michael Schaarschmidt, Dominik Grewe, Dimitrios Vytiniotis, Adam Paszke, Georg Stefan Schmid, Tamara Norman, James Molloy, Jonathan Godwin, Norman Alexander Rink, Vinod Nair, Dan Belov

CoRR, 2021

2019

TF-Replicator: Distributed Machine Learning for Researchers.

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

CoRR, 2019

2018

Parallel WaveNet: Fast High-Fidelity Speech Synthesis.

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

Proceedings of the 35th International Conference on Machine Learning, 2018

2016

Mastering the game of Go with deep neural networks and tree search.

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

Nat., 2016

2014

Mapping parallel programs to heterogeneous multi-core systems.

Dominik Grewe

PhD thesis, 2014

Automatic and Portable Mapping of Data Parallel Programs to OpenCL for GPU-Based Heterogeneous Systems.

Zheng Wang, Dominik Grewe, Michael F. P. O'Boyle

ACM Trans. Archit. Code Optim., 2014

NOVA: A Functional Language for Data Parallelism.

Alexander Collins, Dominik Grewe, Vinod Grover, Sean Lee, Adriana Susnea

Proceedings of the ARRAY'14: Proceedings of the 2014 ACM SIGPLAN International Workshop on Libraries, 2014

2013

OpenCL Task Partitioning in the Presence of GPU Contention.

Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle

Proceedings of the Languages and Compilers for Parallel Computing, 2013

Portable mapping of data parallel programs to OpenCL for heterogeneous systems.

Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle

Proceedings of the 2013 IEEE/ACM International Symposium on Code Generation and Optimization, 2013

Prius: a runtime for hybrid computing.

Dominik Grewe

Proceedings of the First International Workshop on Code Optimisation for Multi and Many Cores, 2013

Input-aware auto-tuning for directive-based GPU programming.

Alberto Magni, Dominik Grewe, Nick Johnson

Proceedings of the 6th Workshop on General Purpose Processor Using Graphics Processing Units, 2013

2011

A workload-aware mapping approach for data-parallel programs.

Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle

Proceedings of the High Performance Embedded Architectures and Compilers, 2011

A Static Task Partitioning Approach for Heterogeneous Systems Using OpenCL.

Dominik Grewe, Michael F. P. O'Boyle

Proceedings of the Compiler Construction - 20th International Conference, 2011

Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation.

Dominik Grewe, Anton Lokhmotov

Proceedings of 4th Workshop on General Purpose Processing on Graphics Processing Units, 2011