aad_budget_auto - Branch - snad-space/coniferest

Allow "auto" budget for AADForest

#306Merged

Comparing

aad_budget_auto

(

8120c77

) with

master

(

c78dece

)

×18

Improvements: 42

Untouched: 5

Skipped: 4

No successful run was found on master ( 87dd704) during the generation of this report, so c78dece was used instead as the comparison base. There might be some changes unrelated to this pull request in this report.

Benchmarks

Skipped (4)

Improved

test_benchmark_score_samples[4-64-32]

tests/test_isoforest.py

×18

5,268.4 µs295.2 µs

test_benchmark_score_samples[4-128-32]

tests/test_isoforest.py

×6.4

2,930.5 µs454.5 µs

test_benchmark_score_samples[4-256-32]

tests/test_isoforest.py

×4.4

3,379.9 µs770.9 µs

test_benchmark_score_samples[2-128-32]

tests/test_isoforest.py

×3.1

1,388.7 µs455.1 µs

test_benchmark_fit_known

tests/test_aadforest.py

×2.9

266.8 ms92.1 ms

test_benchmark_score_samples[1-128-1]

tests/test_isoforest.py

×2.1

264.8 µs125.7 µs

test_benchmark_score_samples[1-64-1]

tests/test_isoforest.py

×2

223.6 µs111.4 µs

test_benchmark_score_samples[2-64-1]

tests/test_isoforest.py

+99%

223.8 µs112.3 µs

test_benchmark_score_samples[4-64-1]

tests/test_isoforest.py

+98%

222 µs112.3 µs

test_benchmark_score_samples[2-128-1]

tests/test_isoforest.py

+92%

241.2 µs125.4 µs

test_benchmark_score_samples[4-128-1]

tests/test_isoforest.py

+90%

240.7 µs126.5 µs

test_benchmark_score_samples[2-64-32]

tests/test_isoforest.py

+89%

558.6 µs294.9 µs

test_benchmark_score_samples[2-256-32]

tests/test_isoforest.py

+81%

1,398.5 µs771.3 µs

test_benchmark_score_samples[2-256-1]

tests/test_isoforest.py

+75%

276.1 µs157.7 µs

test_benchmark_score_samples[1-256-1]

tests/test_isoforest.py

+75%

276.2 µs157.8 µs

test_benchmark_score_samples[4-256-1]

tests/test_isoforest.py

+75%

276.3 µs158.3 µs

test_benchmark_score_samples[4-64-1024]

tests/test_isoforest.py

+57%

7.5 ms4.8 ms

test_benchmark_score_samples[1-64-32]

tests/test_isoforest.py

+45%

428.6 µs295.4 µs

test_benchmark_feature_signature[2]

tests/test_isoforest.py

+37%

563.4 µs410.9 µs

test_benchmark_feature_signature[128]

tests/test_isoforest.py

+37%

555.7 µs406.3 µs

test_benchmark_score_samples[1-128-32]

tests/test_isoforest.py

+35%

614.1 µs455.5 µs

test_benchmark_score_samples[4-128-1024]

tests/test_isoforest.py

+32%

11 ms8.3 ms

test_benchmark_score_samples[4-256-1024]

tests/test_isoforest.py

+31%

19.7 ms15.1 ms

test_benchmark_score_samples[1-256-32]

tests/test_isoforest.py

+27%

978.7 µs772.4 µs

test_benchmark_score_samples[2-64-1024]

tests/test_isoforest.py

+25%

6 ms4.8 ms

test_benchmark_score_sklearn[1024]

tests/test_isoforest.py

+24%

37 ms29.8 ms

test_benchmark_score_samples[2-256-1024]

tests/test_isoforest.py

+23%

18.5 ms15 ms

test_benchmark_score_samples[2-128-1024]

tests/test_isoforest.py

+22%

10.1 ms8.3 ms

test_benchmark_score[1024]

tests/test_isoforest.py

+22%

8.5 ms7 ms

test_benchmark_score[1048576]

tests/test_isoforest.py

+21%

8.4 s6.9 s

test_benchmark_fit_sklearn[1024]

tests/test_isoforest.py

+21%

5.3 s4.4 s

test_benchmark_fit_sklearn[128]

tests/test_isoforest.py

+21%

668.1 ms552.4 ms

test_benchmark_score_samples[1-256-1024]

tests/test_isoforest.py

+20%

18 ms15.1 ms

test_benchmark_score_samples[1-256-1048576]

tests/test_isoforest.py

+19%

17.9 s15 s

test_benchmark_score_samples[1-128-1024]

tests/test_isoforest.py

+19%

9.8 ms8.3 ms

test_benchmark_score_samples[1-128-1048576]

tests/test_isoforest.py

+18%

9.7 s8.3 s

test_benchmark_score_samples[1-64-1024]

tests/test_isoforest.py

+17%

5.6 ms4.8 ms

test_benchmark_score_samples[1-64-1048576]

tests/test_isoforest.py

+15%

5.5 s4.7 s

test_benchmark_score_samples[4-256-1048576]

tests/test_isoforest.py

+12%

17.9 s16 s

test_benchmark_score_samples[2-256-1048576]

tests/test_isoforest.py

+12%

17.9 s16 s

test_benchmark_score_samples[4-128-1048576]

tests/test_isoforest.py

+11%

9.7 s8.8 s

test_benchmark_score_samples[2-128-1048576]

tests/test_isoforest.py

+11%

9.7 s8.8 s

Passed

test_benchmark_score_samples[4-64-1048576]

tests/test_isoforest.py

+10%

5.5 s5 s

test_benchmark_score_samples[2-64-1048576]

tests/test_isoforest.py

+10%

5.5 s5 s

test_benchmark_fit[1024]

tests/test_isoforest.py

+7%

4 s3.7 s

test_benchmark_fit[128]

tests/test_isoforest.py

+7%

491.1 ms459.7 ms

test_benchmark_score_sklearn[1048576]

tests/test_isoforest.py

-5%

18.3 s19.4 s

Commits

Click on a commit to change the comparison range

Base

master

c78dece

×18

Allow "auto" budget for AADForest

8120c77

29 days ago

by matwey

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