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 837 (last one about a month ago)

Stargazers 1,527 (0 this week)

Watchers 117 (0 this week)

Forks 325

License apache-2.0

Ranking

RepositoryStats indexes 633,155 repositories, of these tensorflow/model-optimization is ranked #35,689 (94th percentile) for total stargazers, and #14,662 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #5,640/129,369.

tensorflow/model-optimization is also tagged with popular topics, for these it's ranked: deep-learning (#962/8816), machine-learning (#1,010/8408), tensorflow (#325/2301), optimization (#64/946), keras (#98/808), ml (#72/656), compression (#39/464), model-compression (#13/108)

Other Information

tensorflow/model-optimization has 41 open pull requests on Github, 577 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 194 open issues and 168 closed issues.

There have been 21 releases, the latest one was published on 2024-02-08 (about a year 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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136 commits on the default branch (master) since jan '22

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

updated: 2025-03-30 @ 10:48am, id: 155619942 / R_kgDOCUaSZg