DNN-Train: Benchmarking and Analyzing DNN Training

Hongyu Zhu, Bojian Zheng, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko

The Conference on Systems and Machine Learning, Stanford, California, February 2018

 

Abstract

We aim to build a new benchmark pool for deep neural network training and to analyze how eicient existing frameworks are in performing this training. We will provide our methodology and develop proper profiling tools to perform this analysis.

 

Manuscript

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Bibtex

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