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 29 days ago)

Stargazers 1,498 (0 this week)

Watchers 119 (0 this week)

Forks 323

License apache-2.0

Ranking

RepositoryStats indexes 589,134 repositories, of these tensorflow/model-optimization is ranked #34,862 (94th percentile) for total stargazers, and #14,327 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #5,370/117,584.

tensorflow/model-optimization is also tagged with popular topics, for these it's ranked: deep-learning (#947/8438), machine-learning (#985/7978), tensorflow (#327/2246), optimization (#61/889), keras (#100/791), ml (#68/607), compression (#37/447), model-compression (#13/106)

Other Information

tensorflow/model-optimization has 40 open pull requests on Github, 574 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 191 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

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Recent Commit History

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

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

updated: 2024-12-02 @ 05:24am, id: 155619942 / R_kgDOCUaSZg