devnet-notebook - Branch - snad-space/coniferest

WIP: devnet notebook

#182

Comparing

devnet-notebook

(

6e740b5

) with

master

(

c78dece

)

×18

Improvements: 44

Untouched: 7

Benchmarks

Improved

test_benchmark_score_samples[4-64-32]

tests/test_isoforest.py

×18

5,268.4 µs293.9 µs

test_benchmark_score_samples[4-128-32]

tests/test_isoforest.py

×6.4

2,930.5 µs458.1 µs

test_benchmark_score_samples[4-256-32]

tests/test_isoforest.py

×4.4

3,379.9 µs775.2 µs

test_benchmark_score_samples[2-128-32]

tests/test_isoforest.py

×3

1,388.7 µs458.7 µs

test_benchmark_score_samples[1-128-1]

tests/test_isoforest.py

×2.1

264.8 µs127.1 µs

test_benchmark_score_samples[2-64-1]

tests/test_isoforest.py

×2

223.8 µs111.1 µs

test_benchmark_score_samples[1-64-1]

tests/test_isoforest.py

×2

223.6 µs111.5 µs

test_benchmark_score_samples[4-64-1]

tests/test_isoforest.py

+99%

222 µs111.3 µs

test_benchmark_score_samples[2-64-32]

tests/test_isoforest.py

+90%

558.6 µs294 µs

test_benchmark_score_samples[2-128-1]

tests/test_isoforest.py

+87%

241.2 µs129.1 µs

test_benchmark_score_samples[4-128-1]

tests/test_isoforest.py

+85%

240.7 µs129.9 µs

test_benchmark_score_samples[2-256-32]

tests/test_isoforest.py

+80%

1,398.5 µs775 µs

test_benchmark_score_samples[1-256-1]

tests/test_isoforest.py

+72%

276.2 µs160.7 µs

test_benchmark_score_samples[4-256-1]

tests/test_isoforest.py

+71%

276.3 µs161.2 µs

test_benchmark_score_samples[2-256-1]

tests/test_isoforest.py

+71%

276.1 µs161.4 µs

test_benchmark_score_samples[4-64-1024]

tests/test_isoforest.py

+57%

7.5 ms4.8 ms

test_benchmark_score_sklearn[1024]

tests/test_isoforest.py

+50%

37 ms24.6 ms

test_benchmark_score_samples[1-64-32]

tests/test_isoforest.py

+46%

428.6 µs294.4 µs

test_benchmark_feature_signature[2]

tests/test_isoforest.py

+37%

563.4 µs411.9 µs

test_benchmark_feature_signature[128]

tests/test_isoforest.py

+36%

555.7 µs407.9 µs

test_benchmark_score_samples[1-128-32]

tests/test_isoforest.py

+34%

614.1 µs456.7 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

+30%

19.7 ms15.1 ms

test_benchmark_fit_known

tests/test_aadforest.py

+30%

266.8 ms205.8 ms

test_benchmark_score_samples[1-256-32]

tests/test_isoforest.py

+27%

978.7 µs773.4 µs

test_benchmark_score_samples[2-64-1024]

tests/test_isoforest.py

+25%

6 ms4.8 ms

test_benchmark_score_samples[2-256-1024]

tests/test_isoforest.py

+23%

18.5 ms15 ms

test_benchmark_score[1024]

tests/test_isoforest.py

+22%

8.5 ms7 ms

test_benchmark_score_samples[2-128-1024]

tests/test_isoforest.py

+22%

10.1 ms8.3 ms

test_benchmark_score[1048576]

tests/test_isoforest.py

+21%

8.4 s6.9 s

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_fit_sklearn[1024]

tests/test_isoforest.py

+17%

5.3 s4.5 s

test_benchmark_score_samples[1-64-1024]

tests/test_isoforest.py

+17%

5.6 ms4.8 ms

test_benchmark_fit_sklearn[128]

tests/test_isoforest.py

+17%

668.1 ms568.9 ms

test_benchmark_score_samples[1-64-1048576]

tests/test_isoforest.py

+15%

5.5 s4.7 s

test_benchmark_loss_gradient[1024-1024]

tests/test_aadforest.py

+14%

4.4 ms3.9 ms

test_benchmark_loss_gradient[1024-65536]

tests/test_aadforest.py

+14%

4.4 ms3.9 ms

test_benchmark_score_samples[2-256-1048576]

tests/test_isoforest.py

+12%

17.9 s16 s

test_benchmark_score_samples[4-256-1048576]

tests/test_isoforest.py

+12%

17.9 s16.1 s

test_benchmark_score_samples[2-128-1048576]

tests/test_isoforest.py

+11%

9.7 s8.8 s

test_benchmark_score_samples[4-128-1048576]

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

+9%

4 s3.7 s

test_benchmark_fit[128]

tests/test_isoforest.py

+9%

491.1 ms452.5 ms

test_benchmark_loss_gradient[16384-1024]

tests/test_aadforest.py

+7%

125.9 ms117.8 ms

test_benchmark_loss_gradient[16384-65536]

tests/test_aadforest.py

+7%

126.9 ms118.9 ms

test_benchmark_score_sklearn[1048576]

tests/test_isoforest.py

-4%

18.3 s19.1 s

Commits

Click on a commit to change the comparison range

Base

master

c78dece

×18

Make mutable borrow of result arrays safe

6e740b5

5 months ago

by hombit

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