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Rust reimplementation of Cython code(#125)

Comparing
rust
(
9629bd4
) with
master
(
f40bfba
)
-11%
IMPROVEMENTS
2
REGRESSIONS
1
UNTOUCHED
12
NEW
0
DROPPED
0
IGNORED
0

Benchmarks

Failed

test_benchmark_score[1048576]Regression
tests/test_isoforest.py::test_benchmark_score[1048576]
-11%
8.4 s
9.3 s

Improved

test_benchmark_feature_signature[2]
tests/test_isoforest.py::test_benchmark_feature_signature[2]
+37%
572.7 µs
418.1 µs
test_benchmark_feature_signature[128]
tests/test_isoforest.py::test_benchmark_feature_signature[128]
+37%
566 µs
413.6 µs

Passed

test_benchmark_fit_known
tests/test_aadforest.py::test_benchmark_fit_known
+5%
271.3 ms
258.1 ms
test_benchmark_score_sklearn[1024]
tests/test_isoforest.py::test_benchmark_score_sklearn[1024]
0%
17.4 ms
17.4 ms
test_benchmark_score_sklearn[1048576]
tests/test_isoforest.py::test_benchmark_score_sklearn[1048576]
0%
18.3 s
18.3 s
test_benchmark_fit[128]
tests/test_isoforest.py::test_benchmark_fit[128]
0%
487.4 ms
487.3 ms
test_benchmark_fit[1024]
tests/test_isoforest.py::test_benchmark_fit[1024]
0%
3.9 s
3.9 s
test_benchmark_fit_sklearn[128]
tests/test_isoforest.py::test_benchmark_fit_sklearn[128]
0%
622.5 ms
622.7 ms
test_benchmark_fit_sklearn[1024]
tests/test_isoforest.py::test_benchmark_fit_sklearn[1024]
0%
4.9 s
4.9 s
test_benchmark_loss_gradient[16384-65536]
tests/test_aadforest.py::test_benchmark_loss_gradient[16384-65536]
0%
126.9 ms
127.3 ms
test_benchmark_loss_gradient[16384-1024]
tests/test_aadforest.py::test_benchmark_loss_gradient[16384-1024]
0%
126 ms
126.3 ms
test_benchmark_loss_gradient[1024-1024]
tests/test_aadforest.py::test_benchmark_loss_gradient[1024-1024]
0%
4.4 ms
4.5 ms
test_benchmark_loss_gradient[1024-65536]
tests/test_aadforest.py::test_benchmark_loss_gradient[1024-65536]
-1%
4.4 ms
4.5 ms
test_benchmark_score[1024]
tests/test_isoforest.py::test_benchmark_score[1024]
-9%
8.5 ms
9.4 ms

Commits

Click on a commit to change the comparison range
base
master
f40bfba
-11%
Run cargo update
9629bd4
2 months ago
by hombit
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