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Arne Symons
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2020 – today
- 2024
- [c7]Steven Colleman, Arne Symons
, Victor J. B. Jung, Marian Verhelst
:
Optimizing Layer-Fused Scheduling of Transformer Networks on Multi-accelerator Platforms. ISQED 2024: 1-6 - [i4]Steven Colleman, Arne Symons, Victor J. B. Jung, Marian Verhelst:
Optimizing Layer-Fused Scheduling of Transformer Networks on Multi-accelerator Platforms. CoRR abs/2406.09804 (2024) - 2023
- [c6]Victor J. B. Jung, Arne Symons
, Linyan Mei, Marian Verhelst, Luca Benini:
SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators. AICAS 2023: 1-5 - [c5]Lotte Hendrickx, Arne Symons
, Wiebe Van Ranst, Marian Verhelst
, Toon Goedemé
:
Hardware-aware NAS by Genetic Optimisation with a Design Space Exploration Simulator. CVPR Workshops 2023: 2275-2283 - [c4]Sebastian Karl, Arne Symons
, Nael Fasfous, Marian Verhelst
:
Genetic Algorithm-based Framework for Layer-Fused Scheduling of Multiple DNNs on Multi-core Systems. DATE 2023: 1-6 - [c3]Linyan Mei, Koen Goetschalckx, Arne Symons
, Marian Verhelst
:
DeFiNES: Enabling Fast Exploration of the Depth-first Scheduling Space for DNN Accelerators through Analytical Modeling. HPCA 2023: 570-583 - [c2]Arne Symons
, Linyan Mei, Steven Colleman, Pouya Houshmand, Sebastian Karl, Marian Verhelst
:
Stream: A Modeling Framework for Fine-grained Layer Fusion on Multi-core DNN Accelerators. ISPASS 2023: 355-357 - [i3]Victor J. B. Jung, Arne Symons, Linyan Mei, Marian Verhelst, Luca Benini:
SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators. CoRR abs/2304.12931 (2023) - 2022
- [i2]Linyan Mei, Koen Goetschalckx, Arne Symons, Marian Verhelst:
DeFiNES: Enabling Fast Exploration of the Depth-first Scheduling Space for DNN Accelerators through Analytical Modeling. CoRR abs/2212.05344 (2022) - [i1]Arne Symons, Linyan Mei, Steven Colleman, Pouya Houshmand, Sebastian Karl, Marian Verhelst:
Towards Heterogeneous Multi-core Accelerators Exploiting Fine-grained Scheduling of Layer-Fused Deep Neural Networks. CoRR abs/2212.10612 (2022) - 2021
- [c1]Arne Symons
, Linyan Mei, Marian Verhelst
:
LOMA: Fast Auto-Scheduling on DNN Accelerators through Loop-Order-based Memory Allocation. AICAS 2021: 1-4
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