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This document describes the implementation of a neuron pruning method with pyTorch, and analyzes the results obtained by applying this method on convolutional and residual networks. The performance of the algorithm is measured in different test cases and with varying parameters.
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Herbert Shea, Vito Cacucciolo, Krishna Manaswi Digumarti