tensorflow / model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Date Created 2018-10-31 (6 years ago)

Commits 833 (last one 2 days ago)

Stargazers 1,491 (0 this week)

Watchers 120 (0 this week)

Forks 321

License apache-2.0

Ranking

RepositoryStats indexes 579,238 repositories, of these tensorflow/model-optimization is ranked #34,660 (94th percentile) for total stargazers, and #14,126 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #5,299/115,001.

tensorflow/model-optimization is also tagged with popular topics, for these it's ranked: deep-learning (#944/8339), machine-learning (#977/7866), tensorflow (#326/2233), optimization (#59/879), keras (#100/786), ml (#67/594), compression (#38/444), model-compression (#13/104)

Other Information

tensorflow/model-optimization has 39 open pull requests on Github, 574 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 189 open issues and 168 closed issues.

There have been 21 releases, the latest one was published on 2024-02-08 (9 months ago) with the name TensorFlow Model Optimization 0.8.0.

Homepage URL: https://www.tensorflow.org/model_optimization

All Topics

ml keras pruning sparsity tensorflow compression optimization quantization deep-learning machine-learning model-compression quantized-networks quantized-training quantized-neural-networks

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The primary language is Python but there's also others...

updated: 2024-11-05 @ 02:25pm, id: 155619942 / R_kgDOCUaSZg