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Pruning Redundant Neurons and Kernels of Deep Convolutional Neural Networks
Pruning Redundant Neurons and Kernels of Deep Convolutional Neural Networks
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机译:深度卷积神经网络的修剪多余神经元和内核
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摘要
Method and apparatus for optimizing a convolutional neural network (CNN). A respective measure of importance is calculated for each of a plurality of elements within a CNN. A first one of the measures of importance is calculated by back propagating a second one of the measures of importance through the CNN. One or more of the plurality of elements is pruned from the CNN, based on the calculated measures of importance.
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