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Top 4 filter-pruning open source projects

Regularization-Pruning

[ICLR'21] PyTorch code for our paper "Neural Pruning via Growing Regularization"

✭ 44

python regularization pruning model-compression filter-pruning efficient-neural-networks

Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.

✭ 45

python shell low-rank-approximation network-compression filter-pruning proximal-gradient-descent group-sparsity

Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)

✭ 23

Jupyter Notebook python shell deep-learning pytorch convolutional-neural-networks network-pruning weight-pruning image-net filter-pruning structured-pruning unstructured-pruning iterative-pruning

A research library for pytorch-based neural network pruning, compression, and more.

✭ 133

shell python Dockerfile machine-learning sparsity compression deep-learning pytorch neural-networks pruning tensor-decomposition neural-architecture-search weight-pruning sparsification filter-pruning tinyml generalization-ability coresets pruning-algorithms

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