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 80 (last one 5 months ago)

Stargazers 25 (0 this week)

Watchers 1 (0 this week)

Forks 2

License unknown

Ranking

RepositoryStats indexes 584,777 repositories, of these ciodar/deep-compression is ranked #578,487 (1st percentile) for total stargazers, and #536,275 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #16,849/17,124.

ciodar/deep-compression is also tagged with popular topics, for these it's ranked: deep-learning (#8,364/8398), model-compression (#106/106)

All Topics

pruning deep-learning model-compression vector-quantization

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

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updated: 2024-11-14 @ 12:40am, id: 624810551 / R_kgDOJT3aNw