Jakoba Petri-Koenig

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Buffer Overflow

Quantization Error

Inference Engine

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig, Yaman Umuroglu
A2Q+: Improving Accumulator-Aware Weight Quantization. CoRR (2024)
Zaid Al-Ars, Jakoba Petri-Koenig, Joost Hoozemans, Luc Dierick, H. Peter Hofstee
OctoRay: Framework for Scalable FPGA Cluster Acceleration of Python Big Data Applications. SC Workshops (2023)
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance. CoRR (2023)
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig
Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance. CoRR (2023)
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance. ICCV (2023)
Tobias Alonso, Lucian Petrica, Mario Ruiz, Jakoba Petri-Koenig, Yaman Umuroglu, Ioannis Stamelos, Elias Koromilas, Michaela Blott, Kees A. Vissers
Elastic-DF: Scaling Performance of DNN Inference in FPGA Clouds through Automatic Partitioning. ACM Trans. Reconfigurable Technol. Syst. 15 (2) (2022)