Dataflow compiler for QNN inference on FPGAs
- About Us
- Quickstart
- Announcements
- Publications
- Events
- Community
- Developer Docs
- Videos
- Archive
- FINN Examples
- Brevitas
- HLS Library
- FINN compiler
This project is maintained by Xilinx
FINN tutorial at FPL'24
25 Sep 2024 - Jakoba Petri-Koenig
We were delighted to offer a full-day FINN tutorial at this year’s FPL conference in Turin, Italy. The tutorial was held on September 3rd, 2024 as part of the FPL conference program. Next to a general introduction to the FINN framework and a session for participants to gain hands-on experience with the FINN tools, many members from the FINN community travelled to Turin to present their very own work with FINN.
We had an amazing poster session with contributions from Academia and Industry.
We are excited to present the contributions to the poster session to the wider FINN open-source community in this blog post. You can find the individual works below.
Many thanks to all contributors and participants, you all made this tutorial an unforgettable event!
Posters
- FINN ACCL, G. Streich, A. de Gendt, ETHZ
- Towards enabling recurrent neural networks in FINN, S. Khandelwal, Trinity College Dublin
- QoR Estimation via μ-benchmarking, F. Jentzsch, Paderborn University
- Running non-NN algorithms on an FPGA using FINN and TINA, C. Boerkamp, Z. Al-Ars, S. van der Vlugt, TU Delft and Astron
- Global optimization of folding, padding and FIFO sizing in FINN, L. Stasytis, T. Preusser, J. Petri-Koenig, TU Darmstadt and AMD
- eki Research Project Overview, F. Jentzsch, Paderborn University
- Energy Efficient AI, D. Drechsel, Hochschule Hamm-Lippstadt
- Revisiting ENet for more efficient real-time embedded semantic segmentation on FPGA, H. Le Blevec, M. Leonardon, M. Arzel, IMT Atlantique
- The Need for Speed: A High-Preformance Driver for FINN, L. Jungemann, Paderborn University
- Low-Latency Multi-FPGA Inference using FINN, B. Wintermann, Paderborn University
- Energy-efficient Object Detection for Autonomous Vehicles, M. Flottmann, M. Mecik, M. Kumm, Hochschule Fulda
- Transformers in FINN, C. Berganski, Paderborn University
Organization
- Jakoba Petri-Koenig, Thomas Preusser, Lukas Stasytis and Michaela Blott, AMD
- Christiaan Boerkamp and Zaid Al-Ars, TU Delft
- Felix Jentzsch, Paderborn University