Framework Reproducibility (fwr13y)
Repository Name Change
The name of this GitHub repository was changed to
framework-reproducibility on 2023-02-14. Prior to this, it was named
framework-determinism. Before that, it was named tensorflow-determinism.
"In addition to redirecting all web traffic, all git clone, git fetch, or
git push operations targetting the previous location[s] will continue to
function as if made to the new location. However, to reduce confusion, we
strongly recommend updating any existing local clones to point to the new
repository URL." -- GitHub documentation
Repository Intention
This repository is intended to:
- provide documentation, status, patches, and tools related to determinism (bit-accurate, run-to-run reproducibility) in deep learning frameworks, with a focus on determinism when running on GPUs, and
- provide a tool, and related guidelines, for reducing variance (Seeder) in deep learning frameworks.