Search Results for author: Jiandong Mu

Found 2 papers, 1 papers with code

Bayesian Optimization with Clustering and Rollback for CNN Auto Pruning

1 code implementation22 Sep 2021 Hanwei Fan, Jiandong Mu, Wei zhang

Subsequently, a rollback algorithm is proposed to recover the high-dimensional design space so that higher pruning accuracy can be obtained.

Bayesian Optimization Clustering +1

Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data

no code implementations16 Jul 2021 Jiandong Mu, Mengdi Wang, Feiwen Zhu, Jun Yang, Wei Lin, Wei zhang

Reinforcement learning (RL)-based auto-pruning has been further proposed to automate the DNN pruning process to avoid expensive hand-crafted work.

Neural Network Compression reinforcement-learning +2

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