【算法】8比特数值也能训练模型?商汤提训练加速新算法丨CVPR 2020( 五 )
https://arxiv.org/pdf/1912.12607.pdf
References
[1].Ruihao Gong, Xianglong Liu, Shenghu Jiang, Tianxiang Li,Peng Hu, Jiazhen Lin, Fengwei Yu, and Junjie Yan. Differen-tiable soft quantization: Bridging full-precision and low-bitneural networks. In ICCV, October 2019.
[2].Rundong Li, Yan Wang, Feng Liang, Hongwei Qin, Junjie Yan, and Rui Fan. Fully quantized network for object detection. In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2019.
[3]. Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang, Andrew Howard, Hartwig Adam, and Dmitry Kalenichenko. Quantization and training of neural networks for efficient integer-arithmetic-only inference. 2018 IEEE Conference on Computer Vision and Pattern Recognition(CVPR), June 2018.
[4]. Yukuan Yang, Shuang Wu, Lei Deng, Tianyi Yan, Yuan Xie, and Guoqi Li. Training high-performance and large-scale deep neural networks with full 8-bit integers, 2019.
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