ENH: expose computational backend on function objects - #580
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grayson-helmholz wants to merge 2 commits into
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ENH: expose computational backend on function objects#580grayson-helmholz wants to merge 2 commits into
grayson-helmholz wants to merge 2 commits into
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redeboer
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Aug 7, 2026
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⚠️ Performance Alert ⚠️
Possible performance regression was detected for benchmark 'TensorWaves benchmark results'.
Benchmark result of this commit is worse than the previous benchmark result exceeding threshold 2.
| Benchmark suite | Current: e313133 | Previous: dadc908 | Ratio |
|---|---|---|---|
benchmarks/expression.py::test_fit[1000-ScipyMinimizer-numpy] |
7.087714707964495 iter/sec (stddev: 0.0005488246113790687) |
15.653084369591935 iter/sec (stddev: 0.0008327728665216672) |
2.21 |
benchmarks/expression.py::test_fit[1000-ScipyMinimizer-numba] |
7.100748203441732 iter/sec (stddev: 0.00037290296655397926) |
15.57675266668666 iter/sec (stddev: 0.00019544090300604612) |
2.19 |
benchmarks/expression.py::test_fit[1000-ScipyMinimizer-tf] |
0.6362030851825524 iter/sec (stddev: 0.008273548261204305) |
1.4336772024447277 iter/sec (stddev: 0.002264740294580996) |
2.25 |
benchmarks/unbinned_nll.py::test_unbinned_nll_normalization_formula[original-numpy] |
28.910685999949724 iter/sec (stddev: 0.000178942339813722) |
82.89554185733245 iter/sec (stddev: 0.00047803677168886747) |
2.87 |
benchmarks/unbinned_nll.py::test_unbinned_nll_normalization_formula[optimized-numpy] |
37.30708326842129 iter/sec (stddev: 0.00010286166659039556) |
128.51191203721672 iter/sec (stddev: 0.00026220735978772406) |
3.44 |
benchmarks/unbinned_nll.py::test_unbinned_nll_estimator[numpy] |
124.83132538681305 iter/sec (stddev: 0.00017531715573278447) |
345.5347754466312 iter/sec (stddev: 0.00009775185162269724) |
2.77 |
benchmarks/unbinned_nll.py::test_unbinned_nll_estimator[numba] |
99.52917181454815 iter/sec (stddev: 0.0001208770765365526) |
547.3808519863164 iter/sec (stddev: 0.00008040495616927644) |
5.50 |
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Closes #569