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Numerical parity gates for on-device models. Replays export-time goldens and fails CI when the on-device output drifts from the reference.

Changelog #

This file records what changed in fluttorch_test, the parity gate. The whole project's record is in the repository changelog.

0.7.0 #

  • No API change. Released with the rest of the project.

0.6.0 #

  • No API change. Released with the rest of the project.

0.5.0 #

  • measureMatrix replays one set of goldens across every backend a machine offers, each column measured at the bound its own manifest implies.
  • Tolerances are sized from the recipe and the precision together, because an int8 model on a half-precision GPU is wrong in both ways at once.

0.4.0 #

  • Drift attribution: where the export captured activation taps, a report names the earliest layer whose numbers moved.

0.3.0 #

  • measureParity and expectParity, and the reports they produce.

0.2.0 #

  • Golden bundles, read from a directory.

0.1.0 #

  • First matchers.

0.0.1 #

  • First tag.
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Documentation

API reference

Publisher

verified publishernacodestudios.it

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Numerical parity gates for on-device models. Replays export-time goldens and fails CI when the on-device output drifts from the reference.

Homepage
Repository (GitHub)
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Contributing

Topics

#pytorch #testing #on-device #quantization

Funding

Consider supporting this project:

github.com

License

Apache-2.0 (license)

Dependencies

fluttorch, test

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Packages that depend on fluttorch_test