All Categories → Machine Learning → pruning

Top 66 pruning open source projects

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

[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen

✭ 24

python shell transfer generative-adversarial-network gan pruning lottery-ticket-hypothesis

deep-compression

Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626

✭ 156

Jupyter Notebook python shell sparsity deep-learning pytorch pruning

prunnable-layers-pytorch

Prunable nn layers for pytorch.

✭ 47

python compression research deep-learning deep cnn pytorch pruning deeplearning implementation

PyTorch-Deep-Compression

A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)

✭ 39

python pytorch pruning han pytorch-deep-compression

(CVPR 2021, Oral) Dynamic Slimmable Network

✭ 204

python pruning model-compression efficient-inference dynamic-networks network-pruning dynamic-pruning

61-66 of 66 pruning projects