Zhen-Dong / HAWQ

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

Date Created 2020-11-24 (3 years ago)

Commits 48 (last one about a year ago)

Stargazers 402 (-1 this week)

Watchers 15 (0 this week)

Forks 83

License mit

Ranking

RepositoryStats indexes 533,341 repositories, of these Zhen-Dong/HAWQ is ranked #100,770 (81st percentile) for total stargazers, and #141,980 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #16,488/103,152.

Zhen-Dong/HAWQ is also tagged with popular topics, for these it's ranked: pytorch (#1,498/5582)

Other Information

Zhen-Dong/HAWQ has Github issues enabled, there are 26 open issues and 16 closed issues.

All Topics

tvm 4-bit 8-bit hessian pytorch tensorcore distillation quantization hardware-aware mixed-precision model-compression efficient-neural-networks quantized-neural-networks

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

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

updated: 2024-06-26 @ 09:24am, id: 315530902 / R_kgDOEs6elg