Tutorial: High-Performance Hardware for Machine Learning
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Tutorial: High-Performance Hardware for Machine Learning
This tutorial will survey the state of the art in high-performance hardware for machine learning with an emphasis on hardware for training and deployment of deep neural networks (DNNs). We establish a baseline by characterizing the performance and efficiency (perf/W) of DNNs implemented on conventional CPUs. GPU implementations of DNNs make ...
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