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Lukas Sommer
Lukas Sommer
Research Engineer, Codeplay Software
Adresă de e-mail confirmată pe acm.org - Pagina de pornire
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OpenMP device offloading to FPGA accelerators
L Sommer, J Korinth, A Koch
2017 IEEE 28th International Conference on Application-specific Systems …, 2017
812017
Automatic mapping of the sum-product network inference problem to fpga-based accelerators
L Sommer, J Oppermann, A Molina, C Binnig, K Kersting, A Koch
2018 IEEE 36th International Conference on Computer Design (ICCD), 350-357, 2018
382018
The TaPaSCo Open-Source Toolflow
C Heinz, J Hofmann, J Korinth, L Sommer, L Weber, A Koch
Journal of Signal Processing Systems, 1-19, 2021
352021
Comparison of Arithmetic Number Formats for Inference in Sum-Product Networks on FPGAs
L Sommer, L Weber, M Kumm, A Koch
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
332020
Exact and practical modulo scheduling for high-level synthesis
J Oppermann, M Reuter-Oppermann, L Sommer, A Koch, O Sinnen
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 12 (2), 1-26, 2019
142019
Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs
L Weber, L Sommer, J Oppermann, A Molina, K Kersting, A Koch
2019 International Conference on Field-Programmable Technology (ICFPT), 251-254, 2019
132019
OpenMP device offloading to FPGAs using the Nymble infrastructure
J Huthmann, L Sommer, A Podobas, A Koch, K Sano
OpenMP: Portable Multi-Level Parallelism on Modern Systems: 16th …, 2020
102020
Improving Job Launch Rates in the TaPaSCo FPGA Middleware by Hardware/Software-Co-Design
C Heinz, JA Hofmann, L Sommer, A Koch
2020 IEEE/ACM International Workshop on Runtime and Operating Systems for …, 2020
92020
High-Throughput Multi-Threaded Sum-Product Network Inference in the Reconfigurable Cloud
M Ober, J Hofmann, L Sommer, L Weber, A Koch
2019 IEEE/ACM International Workshop on Heterogeneous High-performance …, 2019
92019
Synthesis of interleaved multithreaded accelerators from OpenMP loops
L Sommer, J Oppermann, J Hofmann, A Koch
2017 International Conference on ReConFigurable Computing and FPGAs …, 2017
72017
Optimizing a Hardware Network Stack to Realize an In-Network ML Inference Application
M Hartmann, L Weber, J Wirth, L Sommer, A Koch
2021 IEEE/ACM International Workshop on Heterogeneous High-performance …, 2021
62021
SPNC: Accelerating Sum-Product Network Inference on CPUs and GPUs
L Sommer, M Halkenhäuser, C Axenie, A Koch
2021 IEEE 32nd International Conference on Application-specific Systems …, 2021
62021
OpenMP Device Offloading for Embedded Heterogeneous Platforms-Work-in-Progress
L Sommer, A Koch
2020 International Conference on Embedded Software (EMSOFT), 4-6, 2020
62020
SkyCastle: A Resource-Aware Multi-Loop Scheduler for High-Level Synthesis
J Oppermann, L Sommer, L Weber, M Reuter-Oppermann, A Koch, ...
2019 International Conference on Field-Programmable Technology (ICFPT), 36-44, 2019
62019
SPNC: An Open-Source MLIR-Based Compiler for Fast Sum-Product Network Inference on CPUs and GPUs
L Sommer, C Axenie, A Koch
2022 IEEE/ACM International Symposium on Code Generation and Optimization …, 2022
52022
A Framework for the Automatic Generation of FPGA-based Near-Data Processing Accelerators in Smart Storage Systems
L Weber, L Sommer, L Solis-Vasquez, T Vinçon, C Knödler, A Bernhardt, ...
2021 IEEE International Parallel and Distributed Processing Symposium …, 2021
52021
DAPHNE-An automotive benchmark suite for parallel programming models on embedded heterogeneous platforms: work-in-progress
L Sommer, F Stock, L Solis-Vasquez, A Koch
Proceedings of the International Conference on Embedded Software Companion, 1-2, 2019
52019
Dependence graph preprocessing for faster exact modulo scheduling in high-level synthesis
J Oppermann, M Reuter-Oppermann, L Sommer, O Sinnen, A Koch
2018 28th International Conference on Field Programmable Logic and …, 2018
52018
Experiences Building an MLIR-Based SYCL Compiler
E Tiotto, V Pérez, W Tsang, L Sommer, J Oppermann, V Lomüller, M Goli, ...
2024 IEEE/ACM International Symposium on Code Generation and Optimization …, 2024
42024
Efficient Operator Sharing Modulo Scheduling for Sum-Product Network Inference on FPGAs
H Kruppe, L Sommer, L Weber, J Oppermann, C Axenie, A Koch
International Conference on Embedded Computer Systems, 242-258, 2021
42021
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