An exploration of state-of-the-art automation frameworks for fpga-based dnn acceleration

HIGHLIGHTS

• who: FUMIO HAMANAKA and colleagues from the Tokyo Institute of Technology, Tokyo, Japan have published the article: An Exploration of State-of-the-Art Automation Frameworks for FPGA-Based DNN Acceleration, in the Journal: (JOURNAL)
• what: The authors demonstrate the effectiveness of the FPGA-based acceleration by providing a comparison with two reference platforms: an NVIDIA Jetson Nano Developer Kit with a similar power budget to the target FPGA hardware a high-performance desktop computer with an Intel Core i7-11700K CPU. The experiments show that a straightforward mapping of even an extremely small DNN . . .
  

   

  

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