ciodar / deep-compression

PyTorch Lightning implementation of the paper Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding. This repository allows to reproduce the main findings of the paper on MNIST and Imagenette datasets.

Date Created 2023-04-07 (about a year ago)

Commits 82 (last one 4 days ago)

Stargazers 26 (0 this week)

Watchers 1 (0 this week)

Forks 2

License mit

Ranking

RepositoryStats indexes 595,856 repositories, of these ciodar/deep-compression is ranked #585,288 (2nd percentile) for total stargazers, and #544,643 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #17,114/17,543.

ciodar/deep-compression is also tagged with popular topics, for these it's ranked: deep-learning (#8,452/8512), model-compression (#106/108)

All Topics

pruning deep-learning model-compression vector-quantization

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82 commits on the default branch (master) since jan '22

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updated: 2024-12-18 @ 11:35pm, id: 624810551 / R_kgDOJT3aNw