Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs

28 May 2020Behnam PourghassemiChenghao ZhangJoo Hwan LeeAparna Chandramowlishwaran

GPUs are currently the platform of choice for training neural networks. However, training a deep neural network (DNN) is a time-consuming process even on GPUs because of the massive number of parameters that have to be learned... (read more)

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