Efficient Dynamic Device Placement for Deep Neural Network Training on Heterogeneous Systems

Zi Xuan Huang, Shen Yu Fu, Wei-Chung Hsu. Efficient Dynamic Device Placement for Deep Neural Network Training on Heterogeneous Systems. In Dionisios N. Pnevmatikatos, Maxime Pelcat, Matthias Jung 0001, editors, Embedded Computer Systems: Architectures, Modeling, and Simulation - 19th International Conference, SAMOS 2019, Samos, Greece, July 7-11, 2019, Proceedings. Volume 11733 of Lecture Notes in Computer Science, pages 51-64, Springer, 2019. [doi]

Abstract

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