NVIDIA / DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Date Created 2018-06-01 (6 years ago)

Commits 3,730 (last one a day ago)

Stargazers 5,160 (7 this week)

Watchers 93 (0 this week)

Forks 622

License apache-2.0

Ranking

RepositoryStats indexes 584,353 repositories, of these NVIDIA/DALI is ranked #8,967 (98th percentile) for total stargazers, and #19,715 for total watchers. Github reports the primary language for this repository as C++, for repositories using this language it is ranked #458/31,270.

NVIDIA/DALI is also tagged with popular topics, for these it's ranked: python (#669/22011), deep-learning (#304/8389), machine-learning (#337/7926), pytorch (#168/5948), image-processing (#43/1091), neural-network (#56/1090), gpu (#37/900), audio-processing (#7/280)

Other Information

NVIDIA/DALI has 37 open pull requests on Github, 3,626 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 204 open issues and 1,412 closed issues.

There have been 84 releases, the latest one was published on 2024-10-30 (21 days ago) with the name DALI v1.43.0.

Homepage URL: https://docs.nvidia.com/deeplearning/dali/user-guide/docs/index.html

All Topics

gpu mxnet paddle python pytorch deep-learning gpu-tensorflow neural-network data-processing audio-processing image-processing machine-learning data-augmentation fast-data-pipeline image-augmentation

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Github watchers over time, collection started in '23

Recent Commit History

1,442 commits on the default branch (main) since jan '22

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Languages

The primary language is C++ but there's also others...

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updated: 2024-11-20 @ 04:54pm, id: 135768037 / R_kgDOCBen5Q