admm_joint_pruning

Our paper

"DNN Compression by ADMM-based Joint Pruning"
This paper proposes a systematic DNN compression method where weights and neurons are jointly pruned using ADMM.

Usage

• Joint pruning customizes the DNN compression with layer-by-layer. Algorithms are in ./joint pruning
• Holistic joint pruning automatically discovers the sparse network. Algorithms are in ./holistic pruning