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GTC Silicon Valley-2019 ID:S9370:The Steady State: Reduce Spikiness from GPU uUtilization with MXNet

Cyrus Vahid(Amazon Web Services)
We'll discuss monitoring and visualizing a deep neural network in MXNet and explain how to improve training performance. We'll also talk about coding best practices, data pre-processing, making effective use of CPUs, hybridization, efficient batch size, low precision training, and other tips and tricks that can improve training performance by orders of magnitude.

View the slides (pdf)