A Hardware Prototype Targeting Distributed Deep Learning for On-Device Inference Farcas, Allen-Jasmin; Li, Guihong; Bhardwaj, Kartikeya; Marculescu, Radu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 398–399, 2020. Links BibTeX@inproceedings{farcas2020hardware,
title = {A Hardware Prototype Targeting Distributed Deep Learning for On-Device Inference},
author = {Allen-Jasmin Farcas and Guihong Li and Kartikeya Bhardwaj and Radu Marculescu},
url = {https://openaccess.thecvf.com/content_CVPRW_2020/html/w28/Farcas_A_Hardware_Prototype_Targeting_Distributed_Deep_Learning_for_On-Device_Inference_CVPRW_2020_paper.html},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
pages = {398--399},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Dream distillation: A data-independent model compression framework Bhardwaj, Kartikeya; Suda, Naveen; Marculescu, Radu arXiv preprint arXiv:1905.07072, 2019. Links BibTeX@article{bhardwaj2019dream,
title = {Dream distillation: A data-independent model compression framework},
author = {Kartikeya Bhardwaj and Naveen Suda and Radu Marculescu},
url = {https://arxiv.org/abs/1905.07072},
year = {2019},
date = {2019-01-01},
journal = {arXiv preprint arXiv:1905.07072},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Memory-and communication-aware model compression for distributed deep learning inference on iot Bhardwaj, Kartikeya; Lin, Ching-Yi; Sartor, Anderson; Marculescu, Radu ACM Transactions on Embedded Computing Systems (TECS), 18 (5s), pp. 1–22, 2019. Links BibTeX@article{bhardwaj2019memory,
title = {Memory-and communication-aware model compression for distributed deep learning inference on iot},
author = {Kartikeya Bhardwaj and Ching-Yi Lin and Anderson Sartor and Radu Marculescu},
url = {https://arxiv.org/abs/1907.11804},
year = {2019},
date = {2019-01-01},
journal = {ACM Transactions on Embedded Computing Systems (TECS)},
volume = {18},
number = {5s},
pages = {1--22},
publisher = {ACM New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Machine Learning-Based Processor Adaptability Targeting Energy, Performance, and Reliability Sartor, Anderson Luiz; Becker, Pedro Henrique Exenberger; Wong, Stephan; Marculescu, Radu; Beck, Antonio Carlos Schneider 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), pp. 158–163, IEEE 2019. Links BibTeX@inproceedings{sartor2019machine,
title = {Machine Learning-Based Processor Adaptability Targeting Energy, Performance, and Reliability},
author = {Anderson Luiz Sartor and Pedro Henrique Exenberger Becker and Stephan Wong and Radu Marculescu and Antonio Carlos Schneider Beck},
url = {https://ieeexplore.ieee.org/document/8839457},
year = {2019},
date = {2019-01-01},
booktitle = {2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)},
pages = {158--163},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|