Add a JAX regression test workflow to track changes over time#3185
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BSnelling wants to merge 6 commits into
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Add a JAX regression test workflow to track changes over time#3185BSnelling wants to merge 6 commits into
BSnelling wants to merge 6 commits into
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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #3185 +/- ##
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- Coverage 78.03% 77.40% -0.64%
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Files 317 317
Lines 20903 20903
Branches 1484 1484
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- Hits 16312 16180 -132
- Misses 4583 4715 +132
Partials 8 8
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FFroehlich
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👍 I would be very interested in seeing results for bigger models and across jax versions, but let’s keep that for separate PRs
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Lets also run this on PRs otherwise this can easily break e.g. when jax api version changes
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The workflow runs several representative test cases using JAX implementations and records performance metrics:
The workflow is scheduled to run weekly and the metrics are uploaded in json format as a workflow artefact. The intention is that these metrics will highlight if we see performance regressions in AMICI due to either src changes here or dependency updates.
Example metrics json file: https://github.com/AMICI-dev/AMICI/actions/runs/27679856537/artifacts/7691644836