Throughput Prediction of Asynchronous SGD in TensorFlow

Zhuojin Li, Wumo Yan, Marco Paolieri, Leana Golubchik. Throughput Prediction of Asynchronous SGD in TensorFlow. In José Nelson Amaral, Anne Koziolek, Catia Trubiani, Alexandru Iosup, editors, ICPE '20: ACM/SPEC International Conference on Performance Engineering, Edmonton, AB, Canada, April 20-24, 2020. pages 76-87, ACM, 2020. [doi]

Abstract

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