An automated pruning pipeline that skips fine-tuning when accuracy drop is small and freezes less sensitive layers, cutting pruning time up to 9.61x with similar final accuracy.
Thinet: A filter level pruning method for deep neural network compression,
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ICE-Pruning: An Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks
An automated pruning pipeline that skips fine-tuning when accuracy drop is small and freezes less sensitive layers, cutting pruning time up to 9.61x with similar final accuracy.