Fune: An FPGA Tuning Framework for CNN Acceleration | IEEE Journals & Magazine | IEEE Xplore

Fune: An FPGA Tuning Framework for CNN Acceleration


Abstract:

This article describes methodologies and tools for the customization of convolutional neural networks (CNNs) using fine-grained reconfiguration of FPGAs. Tuning uses dyna...Show More

Abstract:

This article describes methodologies and tools for the customization of convolutional neural networks (CNNs) using fine-grained reconfiguration of FPGAs. Tuning uses dynamic programming to identify reconfiguration opportunities as well as a search algorithm for configurations.
Published in: IEEE Design & Test ( Volume: 37, Issue: 1, February 2020)
Page(s): 46 - 55
Date of Publication: 31 March 2019

ISSN Information:


Contact IEEE to Subscribe

References

References is not available for this document.