Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators

conference paper Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators published Felix Jentzsch author 556310000-0003-4987-5708 Marco Platzner author 398 78 department Computing Resources Provided by the Paderborn Center for Parallel Computing project IEEE2026 eng 2025 International Conference on Field Programmable Technology (ICFPT)10.1109/icfpt67023.2025.00044 Jentzsch F, Platzner M. Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators. In: 2025 International Conference on Field Programmable Technology (ICFPT). IEEE; 2026. doi:<a href="https://doi.org/10.1109/icfpt67023.2025.00044">10.1109/icfpt67023.2025.00044</a> F. Jentzsch and M. Platzner, “Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators,” 2026, doi: <a href="https://doi.org/10.1109/icfpt67023.2025.00044">10.1109/icfpt67023.2025.00044</a>. Jentzsch, Felix, and Marco Platzner. “Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators.” In 2025 International Conference on Field Programmable Technology (ICFPT). IEEE, 2026. <a href="https://doi.org/10.1109/icfpt67023.2025.00044">https://doi.org/10.1109/icfpt67023.2025.00044</a>. Jentzsch, F., & Platzner, M. (2026). Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators. 2025 International Conference on Field Programmable Technology (ICFPT). <a href="https://doi.org/10.1109/icfpt67023.2025.00044">https://doi.org/10.1109/icfpt67023.2025.00044</a> F. Jentzsch, M. Platzner, in: 2025 International Conference on Field Programmable Technology (ICFPT), IEEE, 2026. Jentzsch, Felix, and Marco Platzner. “Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators.” 2025 International Conference on Field Programmable Technology (ICFPT), IEEE, 2026, doi:<a href="https://doi.org/10.1109/icfpt67023.2025.00044">10.1109/icfpt67023.2025.00044</a>. @inproceedings{Jentzsch_Platzner_2026, title={Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators}, DOI={<a href="https://doi.org/10.1109/icfpt67023.2025.00044">10.1109/icfpt67023.2025.00044</a>}, booktitle={2025 International Conference on Field Programmable Technology (ICFPT)}, publisher={IEEE}, author={Jentzsch, Felix and Platzner, Marco}, year={2026} } 655002026-04-27T14:22:50Z2026-04-27T14:26:01Z