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Compare[WIP] Initial implementation for clarabel based AAD optimizer
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clarabel
7 days ago
Benchmarks
test_benchmark_feature_signature[2]
tests/test_isoforest.py::test_benchmark_feature_signature[2]412.5 µs
test_benchmark_score_samples[2-128-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[2-128-1048576]8.8 s
test_benchmark_score_samples[1-256-1]
tests/test_isoforest.py::test_benchmark_score_samples[1-256-1]157.9 µs
test_benchmark_feature_signature[128]
tests/test_isoforest.py::test_benchmark_feature_signature[128]409 µs
test_benchmark_score_samples[2-256-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[2-256-1048576]16 s
test_benchmark_score_samples[1-256-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[1-256-1048576]15 s
test_benchmark_score_samples[2-128-1]
tests/test_isoforest.py::test_benchmark_score_samples[2-128-1]125.4 µs
test_benchmark_fit_known
tests/test_aadforest.py::test_benchmark_fit_known93.4 ms
test_benchmark_fit[1024]
tests/test_isoforest.py::test_benchmark_fit[1024]3.6 s
test_benchmark_score_samples[2-256-1024]
tests/test_isoforest.py::test_benchmark_score_samples[2-256-1024]15 ms
test_benchmark_score_samples[2-128-32]
tests/test_isoforest.py::test_benchmark_score_samples[2-128-32]455.1 µs
test_benchmark_score_samples[1-256-32]
tests/test_isoforest.py::test_benchmark_score_samples[1-256-32]772.3 µs
test_benchmark_score_samples[2-128-1024]
tests/test_isoforest.py::test_benchmark_score_samples[2-128-1024]8.3 ms
test_benchmark_fit_sklearn[1024]
tests/test_isoforest.py::test_benchmark_fit_sklearn[1024]4.5 s
test_benchmark_fit[128]
tests/test_isoforest.py::test_benchmark_fit[128]450.4 ms
test_benchmark_score_samples[2-64-1024]
tests/test_isoforest.py::test_benchmark_score_samples[2-64-1024]4.8 ms
test_benchmark_score_samples[2-64-32]
tests/test_isoforest.py::test_benchmark_score_samples[2-64-32]292.7 µs
test_benchmark_score[1024]
tests/test_isoforest.py::test_benchmark_score[1024]7 ms
test_benchmark_score_samples[2-64-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[2-64-1048576]5 s
test_benchmark_score_samples[2-64-1]
tests/test_isoforest.py::test_benchmark_score_samples[2-64-1]109.9 µs
test_benchmark_score_samples[2-256-32]
tests/test_isoforest.py::test_benchmark_score_samples[2-256-32]773.4 µs
test_benchmark_score_samples[2-256-1]
tests/test_isoforest.py::test_benchmark_score_samples[2-256-1]157.8 µs
test_benchmark_score_samples[1-64-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[1-64-1048576]4.7 s
test_benchmark_score_samples[1-128-1024]
tests/test_isoforest.py::test_benchmark_score_samples[1-128-1024]8.3 ms
test_benchmark_score_samples[1-64-1024]
tests/test_isoforest.py::test_benchmark_score_samples[1-64-1024]4.8 ms
test_benchmark_score_samples[1-64-1]
tests/test_isoforest.py::test_benchmark_score_samples[1-64-1]111 µs
test_benchmark_fit_sklearn[128]
tests/test_isoforest.py::test_benchmark_fit_sklearn[128]569.2 ms
test_benchmark_score_samples[4-128-1024]
tests/test_isoforest.py::test_benchmark_score_samples[4-128-1024]8.3 ms
test_benchmark_score_samples[4-128-1]
tests/test_isoforest.py::test_benchmark_score_samples[4-128-1]127.3 µs
test_benchmark_score_samples[4-128-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[4-128-1048576]8.8 s
test_benchmark_score_samples[4-128-32]
tests/test_isoforest.py::test_benchmark_score_samples[4-128-32]456.9 µs
test_benchmark_score_samples[1-128-32]
tests/test_isoforest.py::test_benchmark_score_samples[1-128-32]455.4 µs
test_benchmark_score_samples[4-256-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[4-256-1048576]16 s
test_benchmark_score_samples[1-256-1024]
tests/test_isoforest.py::test_benchmark_score_samples[1-256-1024]15 ms
test_benchmark_score_samples[4-64-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[4-64-1048576]5 s
test_benchmark_score_samples[1-64-32]
tests/test_isoforest.py::test_benchmark_score_samples[1-64-32]293.1 µs
test_benchmark_score_samples[4-64-1]
tests/test_isoforest.py::test_benchmark_score_samples[4-64-1]109.9 µs
test_benchmark_score_samples[4-256-32]
tests/test_isoforest.py::test_benchmark_score_samples[4-256-32]773 µs
test_benchmark_score_samples[4-64-1024]
tests/test_isoforest.py::test_benchmark_score_samples[4-64-1024]4.8 ms
test_benchmark_score_samples[4-256-1]
tests/test_isoforest.py::test_benchmark_score_samples[4-256-1]159.5 µs
test_benchmark_score_sklearn[1048576]
tests/test_isoforest.py::test_benchmark_score_sklearn[1048576]19.1 s
test_benchmark_score_samples[1-128-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[1-128-1048576]8.3 s
test_benchmark_score[1048576]
tests/test_isoforest.py::test_benchmark_score[1048576]6.9 s
test_benchmark_score_samples[1-128-1]
tests/test_isoforest.py::test_benchmark_score_samples[1-128-1]125.8 µs
test_benchmark_score_samples[4-64-32]
tests/test_isoforest.py::test_benchmark_score_samples[4-64-32]293.1 µs
test_benchmark_score_sklearn[1024]
tests/test_isoforest.py::test_benchmark_score_sklearn[1024]24.5 ms
test_benchmark_score_samples[4-256-1024]
tests/test_isoforest.py::test_benchmark_score_samples[4-256-1024]15 ms