Accelerating CNN Training by Pruning Activation Gradients

Author:

Ye Xucheng,Dai Pengcheng,Luo Junyu,Guo Xin,Qi Yingjie,Yang Jianlei,Chen Yiran

Publisher

Springer International Publishing

Reference33 articles.

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2. You, Y., Zhang, Z., Hsieh, C.J., Demmel, J., Keutzer, K.: Imagenet training in minutes. In: Proceedings of the 47th International Conference on Parallel Processing, p. 1. ACM (2018)

3. Jia, X., et al.: Highly scalable deep learning training system with mixed-precision: training imagenet in four minutes. arXiv preprint arXiv:1807.11205 (2018)

4. Cheng, J., Wang, P.S., Li, G., Hu, Q.H., Lu, H.Q.: Recent advances in efficient computation of deep convolutional neural networks. Front. Inform. Technol. Electron. Eng. 19(1), 64–77 (2018)

5. Micikevicius, P., et al.: Mixed precision training. arXiv preprint arXiv:1710.03740 (2017)

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