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- W2917740213 abstract "The Zynq heterogeneous SoC from Xilinx is able to supporting software/hardware co-designing in one single chip, making it possible to take advantage of software flexibility and hardware acceleration at the same time. PYNQ project from Xilinx is trying to take advantage of high performance and low power consumption of Zynq while improve its programmability. In order to improve the ecosystem of PYNQ and help more embedded AI applications use the Zynq-based high-efficiency computational engine, this paper proposes a PYNQ-compliant online platform (OpenHEC-PYNQ) that integrates all necessary factors for the Zynq-based DNN developer. This platform makes HDL/HLS designers able to access all resources they needed via the Internet and finish all jobs one-stop. To show effectiveness of this platform, a YOLOv2 FPGA acceleration library is implemented based on OpenHEC-PYNQ." @default.
- W2917740213 created "2019-03-02" @default.
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- W2917740213 date "2019-02-20" @default.
- W2917740213 modified "2023-09-27" @default.
- W2917740213 title "A PYNQ-compliant Online Platform for Zynq-based DNN Developers" @default.
- W2917740213 doi "https://doi.org/10.1145/3289602.3293961" @default.
- W2917740213 hasPublicationYear "2019" @default.
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