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

Fune: An FPGA Tuning Framework for CNN Acceleration

Publisher: IEEE

Abstract:

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

Publisher: IEEE

References

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