sayakpaul / FunMatch-Distillation

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

Date Created 2021-07-24 (3 years ago)

Commits 19 (last one 3 years ago)

Stargazers 87 (0 this week)

Watchers 4 (0 this week)

Forks 8

License unknown

Ranking

RepositoryStats indexes 584,353 repositories, of these sayakpaul/FunMatch-Distillation is ranked #318,904 (45th percentile) for total stargazers, and #373,290 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #7,865/17,098.

sayakpaul/FunMatch-Distillation is also tagged with popular topics, for these it's ranked: tensorflow (#1,556/2241), keras (#515/790), image-classification (#246/393), transfer-learning (#181/310), knowledge-distillation (#81/157)

Other Information

sayakpaul/FunMatch-Distillation has Github issues enabled, there is 1 open issue and 0 closed issues.

There have been 4 releases, the latest one was published on 2021-07-28 (3 years ago) with the name Student model (Food101).

Homepage URL: https://keras.io/examples/keras_recipes/better_knowledge_distillation/

All Topics

tpu keras vision bit-resnet tensorflow transfer-learning image-classification knowledge-distillation

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

No recent commits to this repository

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-08-01 @ 01:22am, id: 389064229 / R_kgDOFzCmJQ