Joint Multi-Dimension Pruning

18 May 2020Zechun LiuXiangyu ZhangZhiqiang ShenZhe LiYichen WeiKwang-Ting ChengJian Sun

We present joint multi-dimension pruning (named as JointPruning), a new perspective of pruning a network on three crucial aspects: spatial, depth and channel simultaneously. The joint strategy enables to search a better status than previous studies that focused on individual dimension solely, as our method is optimized collaboratively across the three dimensions in a single end-to-end training... (read more)

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