Learnae: Distributed and Resilient Deep Neural Network Training for Heterogeneous Peer to Peer Topologies

Author:

Nikolaidis Spyridon,Refanidis Ioannis

Publisher

Springer International Publishing

Reference24 articles.

1. Abadi, M., et al.: TensorFlow: a system for large-scale machine learning. In: Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, pp. 265–283 (2016)

2. Dean, J., et al.: Large scale distributed deep networks. In: Advances in Neural Information Processing Systems, pp. 1223–1231 (2012)

3. Zhang, S., Choromanska, A., LeCun, Y.: Deep learning with elastic averaging SGD. In: Advances in Neural Information Processing Systems, pp. 685–693 (2015)

4. Chen, T., et al.: MXNet: a flexible and efficient machine learning library for heterogeneous distributed systems. In: Proceedings of LearningSys (2015)

5. Iandola, F.N., Ashraf, K., Moskewicz, M.W., Keutzer, K.: FireCaffe: near-linear acceleration of deep neural network training on compute clusters (2015)

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