Power Awareness in Low Precision Neural Networks

Author:

Eliezer Nurit SpingarnORCID,Banner RonORCID,Ben-Yaakov HillaORCID,Hoffer EladORCID,Michaeli TomerORCID

Publisher

Springer Nature Switzerland

Reference48 articles.

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2. Achterhold, J., Koehler, J.M., Schmeink, A., Genewein, T.: Variational network quantization. In: International Conference on Learning Representations (2018)

3. Asif, S., Kong, Y.: Performance analysis of wallace and radix-4 booth-wallace multipliers. In: 2015 Electronic System Level Synthesis Conference (ESLsyn), pp. 17–22. IEEE (2015)

4. Banner, R., Nahshan, Y., Soudry, D.: Post training 4-bit quantization of convolutional networks for rapid-deployment. In: Advances in Neural Information Processing Systems, pp. 7950–7958 (2019)

5. Cai, Y., Yao, Z., Dong, Z., Gholami, A., Mahoney, M.W., Keutzer, K.: Zeroq: a novel zero shot quantization framework. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 13169–13178 (2020)

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