Tom Deakin

According to our database, Tom Deakin authored at least 32 papers between 2015 and 2024.

Collaborative distances:

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

2024

Extending Contextual Self-Modulation: Meta-Learning Across Modalities, Task Dimensionalities, and Data Regimes.

Roussel Desmond Nzoyem, David A. W. Barton, Tom Deakin

CoRR, 2024

Neural Context Flows for Learning Generalizable Dynamical Systems.

Roussel Desmond Nzoyem, David A. W. Barton, Tom Deakin

CoRR, 2024

Preliminary report: Initial evaluation of StdPar implementations on AMD GPUs for HPC.

Wei-Chen Lin, Simon McIntosh-Smith, Tom Deakin

CoRR, 2024

Assessing the GPU Offload Threshold of GEMM and GEMV Kernels on Modern Heterogeneous HPC Systems.

Finn Wilkinson, Alex Cockrean, Wei-Chen Lin, Simon McIntosh-Smith, Tom Deakin

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

AI-Assisted Design-Space Analysis of High-Performance Arm Processors.

Joseph Moore, Tom Deakin, Simon McIntosh-Smith

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

A Metric for HPC Programming Model Productivity.

Wei-Chen Lin, Tom Deakin, Simon McIntosh-Smith

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

Efficient Tree-based Parallel Algorithms for N-Body Simulations Using C++ Standard Parallelism.

Thomas Lane Cassell, Tom Deakin, Aksel Alpay, Vincent Heuveline, Gonzalo Brito Gadeschi

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

Ponte Vecchio Across the Atlantic: Single-Node Benchmarking of Two Intel GPU Systems.

Thomas Applencourt, Aditya Sadawarte, Servesh Muralidharan, Colleen Bertoni, JaeHyuk Kwack, Ye Luo, Esteban Rangel, John R. Tramm, Yasaman Ghadar, Arjen Tamerus, Chris Edsall, Tom Deakin

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

2023

A Comparison of Mesh-Free Differentiable Programming and Data-Driven Strategies for Optimal Control under PDE Constraints.

Roussel Desmond Nzoyem Ngueguin, David A. W. Barton, Tom Deakin

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Principles for Automated and Reproducible Benchmarking.

Tuomas Koskela, Ilektra Christidi, Mosè Giordano, Emily Dubrovska, Jamie Quinn, Christopher M. Maynard, Dave Case, Kaan Olgu, Tom Deakin

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022

Evaluating ISO C++ Parallel Algorithms on Heterogeneous HPC Systems.

Wei-Chen Lin, Tom Deakin, Simon McIntosh-Smith

Proceedings of the IEEE/ACM International Workshop on Performance Modeling, 2022

Benchmarking Fortran DO CONCURRENT on CPUs and GPUs Using BabelStream.

Jeff R. Hammond, Tom Deakin, James Cownie, Simon McIntosh-Smith

Proceedings of the IEEE/ACM International Workshop on Performance Modeling, 2022

Heterogeneous Programming for the Homogeneous Majority.

Tom Deakin, James Cownie, Wei-Chen Lin, Simon McIntosh-Smith

Proceedings of the IEEE/ACM International Workshop on Performance, 2022

2021

Navigating Performance, Portability, and Productivity.

S. John Pennycook, Jason D. Sewall, Douglas Jacobsen, Tom Deakin, Simon McIntosh-Smith

Comput. Sci. Eng., 2021

Benchmarking and Extending SYCL Hierarchical Parallelism.

Tom Deakin, Simon McIntosh-Smith, Aksel Alpay, Vincent Heuveline

Proceedings of the IEEE/ACM International Workshop on Hierarchical Parallelism for Exascale Computing, 2021

Analyzing Reduction Abstraction Capabilities.

Tom Deakin, Simon McIntosh-Smith, S. John Pennycook, Jason Sewall

Proceedings of the International Workshop on Performance, 2021

On measuring the maturity of SYCL implementations by tracking historical performance improvements.

Wei-Chen Lin, Tom Deakin, Simon McIntosh-Smith

Proceedings of the IWOCL'21: International Workshop on OpenCL, Munich Germany, April, 2021, 2021

2020

Benchmarking the first generation of production quality Arm-based supercomputers.

Simon McIntosh-Smith, James Price, Andrei Poenaru, Tom Deakin

Concurr. Comput. Pract. Exp., 2020

Interpreting and Visualizing Performance Portability Metrics.

Jason Sewall, S. John Pennycook, Douglas Jacobsen, Tom Deakin, Simon McIntosh-Smith

Proceedings of the IEEE/ACM International Workshop on Performance, 2020

Tracking Performance Portability on the Yellow Brick Road to Exascale.

Tom Deakin, Andrei Poenaru, Tom Lin, Simon McIntosh-Smith

Proceedings of the IEEE/ACM International Workshop on Performance, 2020

Hostile Cache Implications for Small, Dense Linear Solves.

Tom Deakin, James Cownie, Simon McIntosh-Smith, Justin Lovegrove, Richard P. Smedley-Stevenson

Proceedings of the IEEE/ACM Workshop on Memory Centric High Performance Computing, 2020

Evaluating the performance of HPC-style SYCL applications.

Tom Deakin, Simon McIntosh-Smith

Proceedings of the IWOCL '20: International Workshop on OpenCL, 2020

2019

A performance analysis of the first generation of HPC-optimized Arm processors.

Simon McIntosh-Smith, James Price, Tom Deakin, Andrei Poenaru

Concurr. Comput. Pract. Exp., 2019

Performance Portability across Diverse Computer Architectures.

Tom Deakin, Simon McIntosh-Smith, James Price, Andrei Poenaru, Patrick Atkinson, Codrin Popa, Justin Salmon

Proceedings of the 2019 IEEE/ACM International Workshop on Performance, 2019

2018

An improved parallelism scheme for deterministic discrete ordinates transport.

Tom Deakin, Simon McIntosh-Smith, Matt Martineau, Wayne P. Gaudin

Int. J. High Perform. Comput. Appl., 2018

Evaluating attainable memory bandwidth of parallel programming models via BabelStream.

Tom Deakin, James Price, Matt Martineau, Simon McIntosh-Smith

Int. J. Comput. Sci. Eng., 2018

UnSNAP: A Mini-App for Exploring the Performance of Deterministic Discrete Ordinates Transport on Unstructured Meshes.

Tom Deakin, Simon McIntosh-Smith, Justin Lovegrove, Richard P. Smedley-Stevenson, Andrew Hagues

Proceedings of the IEEE International Conference on Cluster Computing, 2018

2017

On the Mitigation of Cache Hostile Memory Access Patterns on Many-Core CPU Architectures.

Tom Deakin, Wayne P. Gaudin, Simon McIntosh-Smith

Proceedings of the High Performance Computing, 2017

TeaLeaf: A Mini-Application to Enable Design-Space Explorations for Iterative Sparse Linear Solvers.

Simon McIntosh-Smith, Matthew Martineau, Tom Deakin, Grzegorz Pawelczak, Wayne P. Gaudin, Paul Garrett, Wei Liu, Richard P. Smedley-Stevenson, David Beckingsale

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016

GPU-STREAM v2.0: Benchmarking the Achievable Memory Bandwidth of Many-Core Processors Across Diverse Parallel Programming Models.

Tom Deakin, James Price, Matt Martineau, Simon McIntosh-Smith

Proceedings of the High Performance Computing, 2016

Many-Core Acceleration of a Discrete Ordinates Transport Mini-App at Extreme Scale.

Tom Deakin, Simon McIntosh-Smith, Wayne P. Gaudin

Proceedings of the High Performance Computing - 31st International Conference, 2016

2015

Expressing Parallelism on Many-Core for Deterministic Discrete Ordinates Transport.

Tom Deakin, Simon McIntosh-Smith, Wayne P. Gaudin

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015