lixilinx / psgd_torch

Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)

Date Created 2018-04-07 (6 years ago)

Commits 173 (last one 7 days ago)

Stargazers 143 (0 this week)

Watchers 7 (0 this week)

Forks 8

License unknown

Ranking

RepositoryStats indexes 595,856 repositories, of these lixilinx/psgd_torch is ranked #229,915 (61st percentile) for total stargazers, and #271,583 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #41,943/119,431.

lixilinx/psgd_torch is also tagged with popular topics, for these it's ranked: deep-learning (#4,262/8512), pytorch (#2,980/6025), optimization-algorithms (#49/126)

Other Information

There have been 1 release, the latest one was published on 2020-12-17 (4 years ago) with the name archived code.

All Topics

pytorch lie-groups affine-group deep-learning preconditioner hessian-vector-product low-rank-approximation optimization-algorithms second-order-optimization stochastic-gradient-descent kronecker-factored-approximation

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

105 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The only known language in this repository is Python

updated: 2024-12-20 @ 07:24am, id: 128492826 / R_kgDOB6ilGg