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liuzechun / MetaPruning

MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.
MIT License
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The accuracy of the PruningNet #14

Closed Stoneplay closed 5 years ago

Stoneplay commented 5 years ago

Hi, though I have implemented the accuracy of the pruned network in the paper, I found that the performance of pruning net trained in the first stage is not well. Combining the results of the following two stages, the better the pruning net is, the higher the accuracy of pruned network is. Could you please share your accuracy of pruning net?

liuzechun commented 5 years ago

Hi, the accuracy of pruning net is around 50%. As long as the PruningNet can give us a reliable accuracy ranking of different Pruned network structures, it don't need to be as high as the retrained individual Pruned networks.