microsoft / nn-Meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

Date Created 2021-04-26 (3 years ago)

Commits 528 (last one 4 months ago)

Stargazers 336 (0 this week)

Watchers 15 (0 this week)

Forks 60

License mit

Ranking

RepositoryStats indexes 579,238 repositories, of these microsoft/nn-Meter is ranked #121,301 (79th percentile) for total stargazers, and #145,271 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #20,553/115,001.

microsoft/nn-Meter is also tagged with popular topics, for these it's ranked: python (#6,080/21862), deep-learning (#2,627/8339), machine-learning (#2,520/7866), pytorch (#1,775/5908), deep-neural-networks (#212/623), inference (#114/298), edge-computing (#44/138)

Other Information

microsoft/nn-Meter has 3 open pull requests on Github, 67 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 19 open issues and 30 closed issues.

There have been 5 releases, the latest one was published on 2022-06-27 (2 years ago) with the name nn-Meter v2.0 Release.

All Topics

python edge-ai latency pytorch inference onnx-models deep-learning edge-computing efficient-model machine-learning tensorflow-models deep-neural-networks neural-architecture-search

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101 commits on the default branch (main) since jan '22

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Languages

The only known language in this repository is Python

updated: 2024-11-06 @ 07:53pm, id: 361631547 / R_kgDOFY4POw