yangwang92/zipml-xeonfpga

FPGA-based stochastic gradient descent (powered by ZipML - Low-precision machine learning on reconfigurable hardware)

ZipML on Xeon+FPGA

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Citation

If you find ZipML-PYNQ useful, please consider citing ZipML papers:

@inproceedings{kara2017fpga, title={FPGA-accelerated Dense Linear Machine Learning: A Precision-Convergence Trade-off}, author={Kara, Kaan and Alistarh, Dan and Alonso, Gustavo and Mutlu, Onur and Zhang, Ce}, booktitle={Field-Programmable Custom Computing Machines (FCCM), 2017 IEEE 25th Annual International Symposium on}, pages={160--167}, year={2017}, organization={IEEE} }