Search Results for author: Haipeng Jia

Found 1 papers, 0 papers with code

Stochastic Model Pruning via Weight Dropping Away and Back

no code implementations5 Dec 2018 Haipeng Jia, Xueshuang Xiang, Da Fan, Meiyu Huang, Changhao Sun, Yang He

Addressing these two issues, this paper proposes the Drop Pruning approach, which leverages stochastic optimization in the pruning process by introducing a drop strategy at each pruning step, namely, drop away, which stochastically deletes some unimportant weights, and drop back, which stochastically recovers some pruned weights.

Model Compression Stochastic Optimization

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