TST: Speed up repeated jax tests #649
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Add pytest option --jax-pcc for the jax persistent compilation cache. This uses a jax config to set cache options. Total size of cache for all tests (well, really four main ones) is only 2.7M on linux, 416 files. Reduces runtime from 4.16s call test_optimizers.py::test_fit[SBR] 2.98s call test_optimizers.py::test_complexity_not_fitted[SBR] 2.89s call test_optimizers.py::test_pickle[SBR-opt_args1] 2.89s call test_optimizers.py::test_sbr_accurate To: 1.94s call test_optimizers.py::test_fit[SBR] 1.56s call test_optimizers.py::test_sbr_accurate 1.23s call test_optimizers.py::test_pickle[SBR-opt_args1] 1.18s call test_optimizers.py::test_complexity_not_fitted[SBR]
Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## master #649 +/- ##
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Coverage 95.03% 95.03%
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Files 38 38
Lines 4106 4106
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Hits 3902 3902
Misses 204 204 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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Add pytest option --jax-pcc for the jax persistent compilation cache. This uses a jax config to set cache options.
Total size of cache for all tests (well, really four main ones) is only 2.7M on linux, 416 files.
On subsequent calls, reduces runtime from
4.16s call test_optimizers.py::test_fit[SBR]
2.98s call test_optimizers.py::test_complexity_not_fitted[SBR]
2.89s call test_optimizers.py::test_pickle[SBR-opt_args1]
2.89s call test_optimizers.py::test_sbr_accurate
To:
1.94s call test_optimizers.py::test_fit[SBR]
1.56s call test_optimizers.py::test_sbr_accurate
1.23s call test_optimizers.py::test_pickle[SBR-opt_args1]
1.18s call test_optimizers.py::test_complexity_not_fitted[SBR]