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Efficient inference of convolutional neural networks on general purpose hardware using weight repetition

Agrawal, RohitUniversity of Illinois at Urbana-Champaign2019

Deep Neural Networks (DNNs) have begun to permeate all corners of electronic society due to their high accuracy and machine efficiency per operation. Recent work has shown how weights within and across DNN filters have large degrees of repetition due to the pigeonhole principle and modern weight …

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