NVIDIA / framework-reproducibility

Providing reproducibility in deep learning frameworks

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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.

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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.

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Providing reproducibility in deep learning frameworks

License:Apache License 2.0


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