vSketchDLC: A Sketch on Distributed Deep Learning Communication via Fine-grained Tracing Visualization

Author:

Wang Yanghai,Ouyang Shuo,Dong Dezun,Yu Enda,Liao Xiangke

Publisher

Springer International Publishing

Reference17 articles.

1. vSketchDLC. GitHub repository. https://github.com/HiNAopen/vSketchDLC

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

3. Chen, T., et al.: Mxnet: a flexible and efficient machine learning library for heterogeneous distributed systems. arXiv preprint arXiv:1512.01274 (CoRR) (2015)

4. Google: Trace viewer. GitHub repository. https://github.com/catapult-project/catapult/tree/master/tracing

5. He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 770–778 (2016)

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