Lukas Sommer

34 papers A 3B 1C 4Misc 2Journal 5Unranked 18
YearRankTypeTitle / Venue / Authors
2024 A conf
Experiences Building an MLIR-Based SYCL Compiler.
CGO
Ettore Tiotto, Victor Perez, Whitney Tsang, Lukas Sommer, Julian Oppermann, Victor Lomüller, Mehdi Goli, James Brodman
2024 — conf
On Demand Specialization of SYCL Kernels with Specialization Constant Length Allocations (SCLA).
IWOCL
Victor Perez, Victor Lomüller, Lukas Sommer, Julian Oppermann, Romain Biessy, Tadej Ciglaric, Mehdi Goli
2024 C conf
Programming Model Extensions for General-Purpose Processing-In-Memory.
ISC
Hyesun Hong, Lukas Sommer, Bongjun Kim, Mikhail Kashkarov, Kumudha Narasimhan, Ilya Veselov, Mehdi Goli, Jaeyeon Kim, Ruymán Reyes Castro, Hanwoong Jung
2024 — conf
Runtime Instantiation of Kernels for Fast Fourier Transforms Using SYCL Specialization Constants.
Euro-Par Workshops (1)
Victor Perez, Victor Lomüller, Lukas Sommer, Julian Oppermann, Romain Biessy, Tadej Ciglaric, Mehdi Goli
2023 J jnl
Experiences Building an MLIR-based SYCL Compiler.
CoRR
Ettore Tiotto, Victor Perez, Whitney Tsang, Lukas Sommer, Julian Oppermann, Victor Lomüller, Mehdi Goli, James Brodman
2023 — conf
Leveraging MLIR for Better SYCL Compilation (Poster).
IWOCL
Victor Perez, Ettore Tiotto, Whitney Tsang, Arnamoy Bhattacharyya, Lukas Sommer, Victor Lomüller, Jefferson Le Quellec, James Brodman
2023 — conf
Technical Talk: A SYCL Extension for User-Driven Online Kernel Fusion.
IWOCL
Victor Perez, Lukas Sommer, Victor Lomüller, Kumudha Narasimhan, Mehdi Goli
2023 J jnl
User-driven Online Kernel Fusion for SYCL.
ACM Trans. Archit. Code Optim.
Victor Perez, Lukas Sommer, Victor Lomüller, Kumudha Narasimhan, Mehdi Goli
2022 — conf
Exploiting High-Bandwidth Memory for FPGA-Acceleration of Inference on Sum-Product Networks.
IPDPS Workshops
Lukas Weber, Johannes Wirth, Lukas Sommer, Andreas Koch
2022 A conf
SPNC: An Open-Source MLIR-Based Compiler for Fast Sum-Product Network Inference on CPUs and GPUs.
CGO
Lukas Sommer, Cristian Axenie, Andreas Koch
2021 — conf
A Framework for the Automatic Generation of FPGA-based Near-Data Processing Accelerators in Smart Storage Systems.
IPDPS Workshops
Lukas Weber, Lukas Sommer, Leonardo Solis-Vasquez, Tobias Vinçon, Christian Knödler, Arthur Bernhardt, Ilia Petrov, Andreas Koch
2021 — conf
Efficient Operator Sharing Modulo Scheduling for Sum-Product Network Inference on FPGAs.
SAMOS
Hanna Kruppe, Lukas Sommer, Lukas Weber, Julian Oppermann, Cristian Axenie, Andreas Koch
2021 — conf
Optimizing a Hardware Network Stack to Realize an In-Network ML Inference Application.
H2RC@SC
Marco Hartmann, Lukas Weber, Johannes Wirth, Lukas Sommer, Andreas Koch
2021 — —
Programming Heterogeneous Systems with General and Domain-Specific Frameworks.
Lukas Sommer
2021 — conf
SPNC: Accelerating Sum-Product Network Inference on CPUs and GPUs.
ASAP
Lukas Sommer, Michael Halkenhäuser, Cristian Axenie, Andreas Koch
2021 — conf
SPNC: Fast Sum-Product Network Inference.
PKDD/ECML Workshops (1)
Lukas Sommer, Cristian Axenie, Andreas Koch
2021 J jnl
The TaPaSCo Open-Source Toolflow.
J. Signal Process. Syst.
Carsten Heinz, Jaco A. Hofmann, Jens Korinth, Lukas Sommer, Lukas Weber, Andreas Koch
2020 Misc conf
Comparison of Arithmetic Number Formats for Inference in Sum-Product Networks on FPGAs.
FCCM
Lukas Sommer, Lukas Weber, Martin Kumm, Andreas Koch
2020 C conf
Extending High-Level Synthesis with High-Performance Computing Performance Visualization.
CLUSTER
Jens Huthmann, Artur Podobas, Lukas Sommer, Andreas Koch, Kentaro Sano
2020 — conf
Improving Job Launch Rates in the TaPaSCo FPGA Middleware by Hardware/Software-Co-Design.
ROSS@SC
Carsten Heinz, Jaco A. Hofmann, Lukas Sommer, Andreas Koch
2020 Misc conf
OpenMP Device Offloading for Embedded Heterogeneous Platforms - Work-in-Progress.
EMSOFT
Lukas Sommer, Andreas Koch
2020 — conf
OpenMP Device Offloading to FPGAs Using the Nymble Infrastructure.
IWOMP
Jens Huthmann, Lukas Sommer, Artur Podobas, Andreas Koch, Kentaro Sano
2020 C conf
Using Parallel Programming Models for Automotive Workloads on Heterogeneous Systems - a Case Study.
PDP
Lukas Sommer, Florian Stock, Leonardo Solis-Vasquez, Andreas Koch
2019 — conf
DAPHNE - An automotive benchmark suite for parallel programming models on embedded heterogeneous platforms: work-in-progress.
EMSOFT Companion
Lukas Sommer, Florian Stock, Leonardo Solis-Vasquez, Andreas Koch
2019 J jnl
Exact and Practical Modulo Scheduling for High-Level Synthesis.
ACM Trans. Reconfigurable Technol. Syst.
Julian Oppermann, Melanie Reuter-Oppermann, Lukas Sommer, Andreas Koch, Oliver Sinnen
2019 A conf
Extending LLVM for Lightweight SPMD Vectorization: Using SIMD and Vector Instructions Easily from Any Language.
CGO
Robin Kruppe, Julian Oppermann, Lukas Sommer, Andreas Koch
2019 — conf
High-Throughput Multi-Threaded Sum-Product Network Inference in the Reconfigurable Cloud.
H2RC@SC
Micha Ober, Jaco A. Hofmann, Lukas Sommer, Lukas Weber, Andreas Koch
2019 — conf
Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs.
FPT
Lukas Weber, Lukas Sommer, Julian Oppermann, Alejandro Molina, Kristian Kersting, Andreas Koch
2019 — conf
SkyCastle: A Resource-Aware Multi-Loop Scheduler for High-Level Synthesis.
FPT
Julian Oppermann, Lukas Sommer, Lukas Weber, Melanie Reuter-Oppermann, Andreas Koch, Oliver Sinnen
2019 J jnl
SpExSim: assessing kernel suitability for C-based high-level hardware synthesis.
J. Supercomput.
Julian Oppermann, Lukas Sommer, Andreas Koch
2018 C conf
Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-Based Accelerators.
ICCD
Lukas Sommer, Julian Oppermann, Alejandro Molina, Carsten Binnig, Kristian Kersting, Andreas Koch
2018 B conf
Dependence Graph Preprocessing for Faster Exact Modulo Scheduling in High-Level Synthesis.
FPL
Julian Oppermann, Melanie Reuter-Oppermann, Lukas Sommer, Oliver Sinnen, Andreas Koch
2017 — conf
OpenMP device offloading to FPGA accelerators.
ASAP
Lukas Sommer, Jens Korinth, Andreas Koch
2017 — conf
Synthesis of interleaved multithreaded accelerators from OpenMP loops.
ReConFig
Lukas Sommer, Julian Oppermann, Jaco A. Hofmann, Andreas Koch