Advanced High-Level Synthesis techniques based on metamodel

• Autorzy: Cieszewski Radoslaw , Romaniuk Ryszard , Poźniak Krzysztof , Linczuk Maciej

Identyfikatory

DOI

10.24425/ijet.2024.152093

• Języki publikacji: EN

Abstrakty

EN

This paper explores advanced techniques in high-level synthesis (HLS) utilizing metamodel structures. Metamodels act as models of hardware models, generating internal hardware models based on parameter inputs and exploring the solution space to find optimal configurations. The focus is on enhancing HLS processes through metamodeling, enabling more efficient hardware design and optimization. Key contributions include a novel metamodel framework and a case study demonstrating its application in complex system designs. The proposed methods show significant improvements in synthesis efficiency and scala-bility, making them highly relevant for modern FPGA and ASIC design workflows.

Słowa kluczowe

EN

FPGA; optimization; high-level synthesis; metamodel; hardware design; digital signal processing; system design

• Wydawca: Polish Academy of Sciences, Committee of Electronics and Telecommunication
• Czasopismo: International Journal of Electronics and Telecommunications
• Rocznik: 2024
• Tom: Vol. 70, No. 4
• Strony: 1049--1056
• Opis fizyczny: Bibliogr., 16 poz., tab., rys.

Twórcy

autor

Cieszewski Radoslaw

• Warsaw University of Technology

autor

Romaniuk Ryszard

• Warsaw University of Technology

autor

Poźniak Krzysztof

• Warsaw University of Technology

autor

Linczuk Maciej

• Warsaw University of Technology

Bibliografia

• [1] A. E. Shumack, A. Byszuk, R. Cieszewski, G. H. Kasprowicz, K. Poźniak, A. Wojeński, and W. Zabołotny, ”X-ray Crystal Spectrom-eter Upgrade for ITER-like Wall Experiments at JET,” Review of Scientific Instruments, vol. 85, no. 11, pp. 11E425-1-11E425-3, 2014. https://doi.org/10.1063/1.4891182
• [2] R. Cieszewski, K. Poźniak, and R. Romaniuk, ”Synteza wysokiego poziomu dla układów FPGA z wykorzystaniem metody partycjonowania grafów,” Przeglad Telekomunikacyjny - Wiadomości Telekomunikacyjne, vol. LXXXVII, no. 4, pp. 80-85, 2018. https://doi.org/10.15199/59.2018.4.1
• [3] R. Cieszewski and K. Poźniak, ”Synteza Wysokiego Poziomu z wykorzystaniem jezyka Python,” Elektronika - konstrukcje, technologie, zastosowania, vol. 58, no. 8, pp. 31-35, 2017. https://doi.org/10.15199/13.2017.8.7
• [4] R. Cieszewski, R. Romaniuk, and K. Po´zniak, ”Multi-level compiler concept for high-level synthesis,” in Proc. of SPIE: Photonics Applica-tions in Astronomy, Communications, Industry, and High Energy Physics Experiments 2022, eds. R. Romaniuk, A. Smolarz, and W. Wójcik, vol. 12476, pp. 1-7, 2022. https://doi.org/10.1117/12.2659459
• [5] R. Cieszewski, K. Po´zniak, and M. G. Linczuk, ”Widely parameteri-zable high-level synthesis,” in Proc. of SPIE: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018, eds. R. Romaniuk and M. G. Linczuk, vol. 10808, pp. 108084D-1-108084D-7, 2018. https://doi.org/10.1117/12.2502153
• [6] A. Byszuk, K. Poźniak, W. Zabołotny, G. H. Kasprowicz, A. Wojeński, R. Cieszewski, B. Juszczyk, P. Kolasiński, and P. Zienkiewicz, ”Fast Data Transmission in Dynamic Data Acquisition System for Plasma Diagnostics,” in Proc. of SPIE: Photonics Applications in Astron-omy, Communications, Industry, and High-Energy Physics Experi-ments, ed. R. Romaniuk, vol. 9290, pp. 92902O-1-92902O-6, 2014. https://doi.org/10.1117/12.2076089
• [7] R. Cieszewski, ”Accelerating Artificial Intelligence with Reconfigurable Computing,” in Proc. of SPIE: Photonics Applications in Astron-omy, Communications, Industry, and High-Energy Physics Experiments 2012, ed. R. Romaniuk, vol. 8454, pp. 84541L-1-84541L-8, 2012. https://doi.org/10.1117/12.2000098
• [8] R. Cieszewski, R. Romaniuk, K. Po´zniak, and M. G. Linczuk, ”Algo-rithmic synthesis using Python compiler,” in Proc. of SPIE: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments, ed. R. Romaniuk, vol. 9662, pp. 96623J-1-96623J-8, 2015. https://doi.org/10.1117/12.2205609
• [9] R. Cieszewski, K. Po´zniak, and R. Romaniuk, ”Python Cased High-Level Synthesis Compiler,” in Proc. of SPIE: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments, ed. R. Romaniuk, vol. 9290, pp. 92903A-1-92903A-8, 2014. https://doi.org/10.1117/12.2075988
• [10] R. Cieszewski, M. G. Linczuk, K. Po´zniak, and R. Romaniuk, ”Re-view of Parallel Computing Methods and Tools for FPGA Tech-nology,” in Proc. of SPIE: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2013, ed. R. Romaniuk, vol. 8903, pp. 890321-1-890321-13, 2013. https://doi.org/10.1117/12.2035385
• [11] R. Cieszewski and M. G. Linczuk, ”RPython high-level synthe-sis,” in Proc. of SPIE: Photonics Applications in Astronomy, Com-munications, Industry, and High-Energy Physics Experiments 2016, ed. R. Romaniuk, vol. 10031, pp. 100314O-1-100314O-6, 2016. https://doi.org/10.1117/12.2249143
• [12] R. Cieszewski and M. G. Linczuk, ”Universal DSP module interface,” in Proc. of SPIE: Photonics Applications in Astronomy, Communica-tions, Industry, and High-Energy Physics Experiments 2010, eds. R. Romaniuk and K. Kulpa, vol. 7745, pp. 7745-1T1-7745-1T1-6, 2010. https://doi.org/10.1117/12.869580
• [13] T. Janicki, R. Cieszewski, G. H. Kasprowicz, and K. Poźniak, ”FPGA Mezzanine Card DSP Module,” in Proc. of SPIE: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2011, ed. R. Romaniuk, vol. 8008, pp. 80080K-1-80080K-7, 2011. https://doi.org/10.1117/12.905660
• [14] M. G. Linczuk, S. Korolczuk, and R. Cieszewski, ”Using Singular Value Decomposition for Neutron-Gamma Discrimination,” in Proc. of SPIE: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments, ed. R. Romaniuk, vol. 9662, pp. 96622G-1-96622G-9, 2015. https://doi.org/10.1117/12.2204901
• [15] K. Poźniak, A. Byszuk, R. Cieszewski, G. H. Kasprowicz, and W. Zabołotny, ”FPGA Based Charge Fast Histogramming for GEM Detector,” in Proc. of SPIE: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2013, ed. R. Romaniuk, vol. 8903, pp. 89032F-1-89032F-6, 2013. https://doi.org/10.1117/12.2037047
• [16] K. Poźniak, ”VHDL-based universal programmable process for FPGA,” in Proceedings Volume 12476, Photonics Applications in Astronomy, Communications, Industry, and High Energy Physics Experiments 2022, vol. 12476, 124760X, 2022. https://doi.org/10.1117/12.2659617 Event: Photonics Applications in Astronomy, Communications, Industry, and High Energy Physics Experiments 2022, 2022, Lublin, Poland.

Uwagi

Opracowanie rekordu ze środków MNiSW, umowa nr POPUL/SP/0154/2024/02 w ramach programu "Społeczna odpowiedzialność nauki II" - moduł: Popularyzacja nauki (2025).