openvinotoolkit / nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

Date Created 2020-05-13 (4 years ago)

Commits 2,067 (last one a day ago)

Stargazers 848 (4 this week)

Watchers 29 (0 this week)

Forks 212

License apache-2.0

Ranking

RepositoryStats indexes 534,551 repositories, of these openvinotoolkit/nncf is ranked #56,376 (89th percentile) for total stargazers, and #74,255 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #8,608/103,470.

openvinotoolkit/nncf is also tagged with popular topics, for these it's ranked: deep-learning (#1,379/7827), pytorch (#872/5588), nlp (#373/2260), tensorflow (#489/2165), object-detection (#183/1083), transformers (#124/732), bert (#105/537), classification (#76/507), semantic-segmentation (#55/474), compression (#62/423)

Other Information

openvinotoolkit/nncf has 18 open pull requests on Github, 2,141 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 26 open issues and 280 closed issues.

There have been 23 releases, the latest one was published on 2024-06-17 (12 days ago) with the name v2.11.0.

All Topics

nlp bert hawq onnx pruning pytorch openvino sparsity tensorflow compression mmdetection quantization transformers deep-learning classification object-detection semantic-segmentation mixed-precision-training quantization-aware-training

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

1,290 commits on the default branch (develop) since jan '22

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Issue History

Languages

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

updated: 2024-06-28 @ 09:41pm, id: 263687600 / R_kgDOD7eNsA