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Compare[WIP] Initial implementation for clarabel based AAD optimizer
#278
clarabel
7 days ago
Benchmarks
test_benchmark_fit_known
tests/test_aadforest.py::test_benchmark_fit_known99.4 ms
test_benchmark_fit[128]
tests/test_isoforest.py::test_benchmark_fit[128]451.8 ms
test_benchmark_score_samples[2-256-1]
tests/test_isoforest.py::test_benchmark_score_samples[2-256-1]160.8 µs
test_benchmark_feature_signature[2]
tests/test_isoforest.py::test_benchmark_feature_signature[2]413.5 µs
test_benchmark_score_samples[4-256-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[4-256-1048576]16 s
test_benchmark_fit[1024]
tests/test_isoforest.py::test_benchmark_fit[1024]3.7 s
test_benchmark_feature_signature[128]
tests/test_isoforest.py::test_benchmark_feature_signature[128]408.9 µs
test_benchmark_score_samples[4-256-1]
tests/test_isoforest.py::test_benchmark_score_samples[4-256-1]160.3 µs
test_benchmark_score_samples[4-256-1024]
tests/test_isoforest.py::test_benchmark_score_samples[4-256-1024]15.1 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[2-256-32]
tests/test_isoforest.py::test_benchmark_score_samples[2-256-32]775.3 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[4-64-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[4-64-1048576]5 s
test_benchmark_score_sklearn[1024]
tests/test_isoforest.py::test_benchmark_score_sklearn[1024]24.5 ms
test_benchmark_score_samples[4-128-1024]
tests/test_isoforest.py::test_benchmark_score_samples[4-128-1024]8.3 ms
test_benchmark_fit_sklearn[1024]
tests/test_isoforest.py::test_benchmark_fit_sklearn[1024]4.5 s
test_benchmark_score_samples[2-64-1024]
tests/test_isoforest.py::test_benchmark_score_samples[2-64-1024]4.8 ms
test_benchmark_fit_sklearn[128]
tests/test_isoforest.py::test_benchmark_fit_sklearn[128]569.8 ms
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[2-256-1024]
tests/test_isoforest.py::test_benchmark_score_samples[2-256-1024]15.1 ms
test_benchmark_score_sklearn[1048576]
tests/test_isoforest.py::test_benchmark_score_sklearn[1048576]19.1 s
test_benchmark_score_samples[4-64-1]
tests/test_isoforest.py::test_benchmark_score_samples[4-64-1]111 µs
test_benchmark_score_samples[1-128-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[1-128-1048576]8.3 s
test_benchmark_score_samples[4-64-32]
tests/test_isoforest.py::test_benchmark_score_samples[4-64-32]294.2 µs
test_benchmark_score_samples[2-64-1]
tests/test_isoforest.py::test_benchmark_score_samples[2-64-1]111 µs
test_benchmark_score_samples[1-128-32]
tests/test_isoforest.py::test_benchmark_score_samples[1-128-32]457.4 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[2-64-32]
tests/test_isoforest.py::test_benchmark_score_samples[2-64-32]295.7 µs
test_benchmark_score_samples[1-256-1024]
tests/test_isoforest.py::test_benchmark_score_samples[1-256-1024]15.1 ms
test_benchmark_score[1024]
tests/test_isoforest.py::test_benchmark_score[1024]7 ms
test_benchmark_score[1048576]
tests/test_isoforest.py::test_benchmark_score[1048576]6.9 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[4-128-32]
tests/test_isoforest.py::test_benchmark_score_samples[4-128-32]458.9 µs
test_benchmark_score_samples[4-128-1]
tests/test_isoforest.py::test_benchmark_score_samples[4-128-1]128.1 µs
test_benchmark_score_samples[1-128-1]
tests/test_isoforest.py::test_benchmark_score_samples[1-128-1]126.7 µs
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[4-256-32]
tests/test_isoforest.py::test_benchmark_score_samples[4-256-32]775.2 µs
test_benchmark_score_samples[1-256-1]
tests/test_isoforest.py::test_benchmark_score_samples[1-256-1]159 µs
test_benchmark_score_samples[1-256-1048576]
tests/test_isoforest.py::test_benchmark_score_samples[1-256-1048576]15 s
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[1-64-1]
tests/test_isoforest.py::test_benchmark_score_samples[1-64-1]112 µs
test_benchmark_score_samples[1-256-32]
tests/test_isoforest.py::test_benchmark_score_samples[1-256-32]774.5 µs
test_benchmark_score_samples[1-64-32]
tests/test_isoforest.py::test_benchmark_score_samples[1-64-32]294.4 µs
test_benchmark_score_samples[2-128-1]
tests/test_isoforest.py::test_benchmark_score_samples[2-128-1]128.3 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[2-128-1024]
tests/test_isoforest.py::test_benchmark_score_samples[2-128-1024]8.3 ms
test_benchmark_score_samples[2-128-32]
tests/test_isoforest.py::test_benchmark_score_samples[2-128-32]458.9 µs