pa/mean-var - Branch - scverse/fast-array-utils

Add mean_var

#46Merged

Comparing

pa/mean-var

(

8317937

) with

main

(

2c7a94a

)

-52%

Improvements: 1

Regressions: 1

Untouched: 68

New: 18

Benchmarks

Failed

test_stats_benchmark[1-scipy.sparse.csr_array-float32-is_constant]

tests/test_stats.py

Regression

-52%

97.6 µs204.7 µs

Improved

test_stats_benchmark[1-scipy.sparse.csr_array-float64-is_constant]

tests/test_stats.py

×2.3

216.3 µs96.1 µs

New

test_stats_benchmark[1-scipy.sparse.csc_array-float64-mean_var]

tests/test_stats.py

N/A

N/A353 µs

test_stats_benchmark[0-numpy.ndarray-float32-mean_var]

tests/test_stats.py

N/A

N/A345.7 µs

test_stats_benchmark[0-scipy.sparse.csr_array-float32-mean_var]

tests/test_stats.py

N/A

N/A335.5 µs

test_stats_benchmark[None-scipy.sparse.csc_array-float32-mean_var]

tests/test_stats.py

N/A

N/A698.6 µs

test_stats_benchmark[0-numpy.ndarray-float64-mean_var]

tests/test_stats.py

N/A

N/A326.2 µs

test_stats_benchmark[0-scipy.sparse.csr_array-float64-mean_var]

tests/test_stats.py

N/A

N/A348.8 µs

test_stats_benchmark[None-scipy.sparse.csc_array-float64-mean_var]

tests/test_stats.py

N/A

N/A740.2 µs

test_stats_benchmark[0-scipy.sparse.csc_array-float32-mean_var]

tests/test_stats.py

N/A

N/A164.1 µs

test_stats_benchmark[1-numpy.ndarray-float64-mean_var]

tests/test_stats.py

N/A

N/A320.9 µs

test_stats_benchmark[0-scipy.sparse.csc_array-float64-mean_var]

tests/test_stats.py

N/A

N/A180.5 µs

test_stats_benchmark[1-numpy.ndarray-float32-mean_var]

tests/test_stats.py

N/A

N/A339.1 µs

test_stats_benchmark[None-numpy.ndarray-float32-mean_var]

tests/test_stats.py

N/A

N/A346.3 µs

test_stats_benchmark[1-scipy.sparse.csr_array-float64-mean_var]

tests/test_stats.py

N/A

N/A176.6 µs

test_stats_benchmark[None-numpy.ndarray-float64-mean_var]

tests/test_stats.py

N/A

N/A331 µs

test_stats_benchmark[1-scipy.sparse.csr_array-float32-mean_var]

tests/test_stats.py

N/A

N/A160.7 µs

test_stats_benchmark[None-scipy.sparse.csr_array-float32-mean_var]

tests/test_stats.py

N/A

N/A679.5 µs

test_stats_benchmark[1-scipy.sparse.csc_array-float32-mean_var]

tests/test_stats.py

N/A

N/A338.8 µs

test_stats_benchmark[None-scipy.sparse.csr_array-float64-mean_var]

tests/test_stats.py

N/A

N/A714.7 µs

Passed

test_stats_benchmark[1-scipy.sparse.csc_array-float32-sum]

tests/test_stats.py

+2%

314.3 µs307.7 µs

test_stats_benchmark[0-scipy.sparse.csc_array-float32-mean]

tests/test_stats.py

+2%

360 µs353.6 µs

test_stats_benchmark[None-scipy.sparse.csr_array-float64-mean]

tests/test_stats.py

+2%

344.9 µs339.6 µs

test_stats_benchmark[0-scipy.sparse.csc_array-float32-sum]

tests/test_stats.py

+2%

344.2 µs338.9 µs

test_stats_benchmark[0-scipy.sparse.csr_array-float64-mean]

tests/test_stats.py

+1%

468.9 µs462.1 µs

test_stats_benchmark[0-scipy.sparse.csc_array-float32-is_constant]

tests/test_stats.py

+1%

88.6 µs87.4 µs

test_stats_benchmark[None-scipy.sparse.csc_array-float64-sum]

tests/test_stats.py

+1%

328.2 µs324.2 µs

test_stats_benchmark[0-scipy.sparse.csr_array-float32-mean]

tests/test_stats.py

+1%

445.3 µs440.2 µs

test_stats_benchmark[1-scipy.sparse.csc_array-float32-mean]

tests/test_stats.py

+1%

327 µs323.6 µs

test_stats_benchmark[0-scipy.sparse.csr_array-float64-sum]

tests/test_stats.py

+1%

454.2 µs449.6 µs

test_stats_benchmark[1-numpy.ndarray-float32-mean]

tests/test_stats.py

+1%

177.8 µs176 µs

test_stats_benchmark[None-scipy.sparse.csc_array-float32-mean]

tests/test_stats.py

+1%

342.7 µs339.6 µs

test_stats_benchmark[None-scipy.sparse.csc_array-float64-mean]

tests/test_stats.py

+1%

352.7 µs349.5 µs

test_stats_benchmark[1-scipy.sparse.csc_array-float64-mean]

tests/test_stats.py

+1%

353.6 µs350.6 µs

test_stats_benchmark[1-numpy.ndarray-float64-sum]

tests/test_stats.py

+1%

177.7 µs176.6 µs

test_stats_benchmark[1-scipy.sparse.csr_array-float32-sum]

tests/test_stats.py

+1%

341.8 µs340 µs

test_stats_benchmark[1-scipy.sparse.csc_array-float64-sum]

tests/test_stats.py

+1%

335.6 µs333.9 µs

test_stats_benchmark[1-numpy.ndarray-float32-is_constant]

tests/test_stats.py

224.9 µs223.9 µs

test_stats_benchmark[0-scipy.sparse.csc_array-float64-mean]

tests/test_stats.py

381 µs379.2 µs

test_stats_benchmark[0-scipy.sparse.csr_array-float32-sum]

tests/test_stats.py

427.5 µs425.6 µs

test_stats_benchmark[1-scipy.sparse.csc_array-float64-is_constant]

tests/test_stats.py

607.7 µs605.1 µs

test_stats_benchmark[None-numpy.ndarray-float32-mean]

tests/test_stats.py

196.6 µs195.8 µs

test_stats_benchmark[None-scipy.sparse.csc_array-float64-is_constant]

tests/test_stats.py

133.5 µs133 µs

test_stats_benchmark[None-numpy.ndarray-float64-mean]

tests/test_stats.py

202.3 µs201.8 µs

test_stats_benchmark[0-scipy.sparse.csc_array-float64-sum]

tests/test_stats.py

365.2 µs364.3 µs

test_stats_benchmark[None-scipy.sparse.csr_array-float32-mean]

tests/test_stats.py

329.3 µs328.5 µs

test_stats_benchmark[1-scipy.sparse.csr_array-float32-mean]

tests/test_stats.py

354.7 µs354.1 µs

test_stats_benchmark[None-scipy.sparse.csr_array-float32-is_constant]

tests/test_stats.py

111.9 µs111.7 µs

test_stats_benchmark[1-scipy.sparse.csr_array-float64-mean]

tests/test_stats.py

385.5 µs384.8 µs

test_stats_benchmark[None-scipy.sparse.csc_array-float32-is_constant]

tests/test_stats.py

112.3 µs112.1 µs

test_stats_benchmark[None-scipy.sparse.csr_array-float64-sum]

tests/test_stats.py

313.6 µs313.3 µs

test_stats_benchmark[None-numpy.ndarray-float64-sum]

tests/test_stats.py

171.9 µs171.8 µs

test_stats_benchmark[1-scipy.sparse.csc_array-float32-is_constant]

tests/test_stats.py

565.7 µs565.4 µs

test_stats_benchmark[1-scipy.sparse.csr_array-float64-sum]

tests/test_stats.py

364.2 µs364 µs

test_stats_benchmark[1-numpy.ndarray-float32-sum]

tests/test_stats.py

158.5 µs158.4 µs

test_stats_benchmark[0-scipy.sparse.csr_array-float32-is_constant]

tests/test_stats.py

567.6 µs567.5 µs

test_to_dense_benchmark[float64-scipy.sparse.csc_matrix-F]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[float64-scipy.sparse.csr_array-C]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[float64-scipy.sparse.csc_array-C]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[float64-scipy.sparse.csr_array-F]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[float32-scipy.sparse.csc_matrix-C]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[float64-scipy.sparse.csr_matrix-C]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[float32-scipy.sparse.csr_matrix-C]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[float32-scipy.sparse.csc_array-F]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[float32-scipy.sparse.csr_matrix-F]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[float32-scipy.sparse.csc_matrix-F]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[float64-scipy.sparse.csc_array-F]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[float32-scipy.sparse.csc_array-C]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[float64-scipy.sparse.csc_matrix-C]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[float64-scipy.sparse.csr_matrix-F]

tests/test_sparse.py

8.3 ms8.3 ms

test_stats_benchmark[0-numpy.ndarray-float64-sum]

tests/test_stats.py

180.3 µs180.4 µs

test_stats_benchmark[None-scipy.sparse.csr_array-float64-is_constant]

tests/test_stats.py

132.2 µs132.3 µs

test_to_dense_benchmark[float32-scipy.sparse.csr_array-F]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[float32-scipy.sparse.csr_array-C]

tests/test_sparse.py

4.2 ms4.2 ms

test_stats_benchmark[0-scipy.sparse.csc_array-float64-is_constant]

tests/test_stats.py

96.5 µs96.6 µs

test_stats_benchmark[1-numpy.ndarray-float64-mean]

tests/test_stats.py

195.8 µs196.1 µs

test_stats_benchmark[0-numpy.ndarray-float64-mean]

tests/test_stats.py

198.7 µs199.1 µs

test_stats_benchmark[0-numpy.ndarray-float64-is_constant]

tests/test_stats.py

269.6 µs270.2 µs

test_stats_benchmark[None-numpy.ndarray-float64-is_constant]

tests/test_stats.py

129.4 µs129.8 µs

test_stats_benchmark[0-numpy.ndarray-float32-is_constant]

tests/test_stats.py

225.5 µs226.2 µs

test_stats_benchmark[0-scipy.sparse.csr_array-float64-is_constant]

tests/test_stats.py

603.8 µs606.1 µs

test_stats_benchmark[None-numpy.ndarray-float32-is_constant]

tests/test_stats.py

108.9 µs109.3 µs

test_stats_benchmark[None-scipy.sparse.csc_array-float32-sum]

tests/test_stats.py

304.3 µs305.6 µs

test_stats_benchmark[None-scipy.sparse.csr_array-float32-sum]

tests/test_stats.py

288.6 µs290 µs

test_stats_benchmark[None-numpy.ndarray-float32-sum]

tests/test_stats.py

-1%

152.4 µs153.2 µs

test_stats_benchmark[1-numpy.ndarray-float64-is_constant]

tests/test_stats.py

-1%

265.3 µs266.7 µs

test_stats_benchmark[0-numpy.ndarray-float32-sum]

tests/test_stats.py

-4%

158.4 µs164.4 µs

test_stats_benchmark[0-numpy.ndarray-float32-mean]

tests/test_stats.py

-5%

175 µs183.6 µs

Commits

Click on a commit to change the comparison range

Base

main

2c7a94a

-42.27%

skeleton

a78fc9d

9 months ago

by flying-sheep

-10.65%

works

5cdcc43

9 months ago

by flying-sheep

-24.68%

just ignore stuff

0608d4a

9 months ago

by flying-sheep

+17.16%

add mean_var benchmarks

7be0ddd

9 months ago

by flying-sheep

-18.35%

Update tests/test_stats.py Co-authored-by: Philipp A. <flying-sheep@web.de>

03e2761

9 months ago

by ilan-gold

+26.46%

add note

8317937

9 months ago

by flying-sheep

Home Terms Privacy Docs