pa/cupy - Branch - scverse/fast-array-utils

CuPy support

#51Merged

Comparing

pa/cupy

(

39a9da2

) with

main

(

7319f89

)

×2.9

Improvements: 1

Untouched: 87

Benchmarks

Improved

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

tests/test_stats.py

×2.9

355.2 µs123.9 µs

Passed

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

tests/test_stats.py

+3%

332.9 µs324 µs

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

tests/test_stats.py

+2%

316.8 µs310 µs

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

tests/test_stats.py

+1%

641.5 µs633.4 µs

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

tests/test_stats.py

+1%

413.2 µs408 µs

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

tests/test_stats.py

+1%

259.7 µs256.8 µs

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

tests/test_stats.py

+1%

129.1 µs127.8 µs

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

tests/test_stats.py

+1%

337.1 µs333.8 µs

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

tests/test_stats.py

+1%

298.5 µs295.7 µs

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

tests/test_stats.py

+1%

677.8 µs671.4 µs

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

tests/test_stats.py

+1%

357.5 µs354.2 µs

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

tests/test_stats.py

+1%

136.1 µs134.9 µs

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

tests/test_stats.py

+1%

397.9 µs394.7 µs

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

tests/test_stats.py

+1%

166.4 µs165.2 µs

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

tests/test_stats.py

+1%

155 µs153.9 µs

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

tests/test_stats.py

+1%

702.5 µs697.6 µs

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

tests/test_stats.py

+1%

422.9 µs420 µs

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

tests/test_stats.py

+1%

660.4 µs656.1 µs

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

tests/test_stats.py

+1%

435.1 µs432.5 µs

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

tests/test_stats.py

+1%

271.1 µs269.7 µs

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

tests/test_stats.py

+1%

281.1 µs279.6 µs

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

tests/test_stats.py

226.6 µs225.5 µs

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

tests/test_stats.py

325 µs323.5 µs

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

tests/test_stats.py

310.7 µs309.3 µs

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

tests/test_stats.py

292.3 µs291.1 µs

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

tests/test_stats.py

318.1 µs316.9 µs

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

tests/test_stats.py

267.7 µs266.8 µs

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

tests/test_stats.py

308.7 µs307.7 µs

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

tests/test_stats.py

287.1 µs286.3 µs

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

tests/test_stats.py

303.3 µs302.4 µs

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

tests/test_stats.py

224.9 µs224.2 µs

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

tests/test_stats.py

273.6 µs272.8 µs

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

tests/test_stats.py

306.8 µs306 µs

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

tests/test_stats.py

139.7 µs139.4 µs

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

tests/test_stats.py

319.8 µs319.2 µs

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

tests/test_stats.py

175.4 µs175 µs

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

tests/test_stats.py

362 µs361.3 µs

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

tests/test_stats.py

301.8 µs301.2 µs

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

tests/test_stats.py

133.8 µs133.5 µs

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

tests/test_stats.py

365.2 µs364.6 µs

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

tests/test_stats.py

157.7 µs157.5 µs

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

tests/test_stats.py

107.5 µs107.3 µs

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

tests/test_stats.py

348.3 µs347.9 µs

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

tests/test_stats.py

192.2 µs191.9 µs

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

tests/test_stats.py

188.7 µs188.5 µs

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

tests/test_stats.py

610.9 µs610.3 µs

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

tests/test_stats.py

291.6 µs291.3 µs

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

tests/test_stats.py

272.8 µs272.5 µs

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

tests/test_stats.py

298.1 µs297.8 µs

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

tests/test_stats.py

115.6 µs115.5 µs

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

tests/test_stats.py

135.4 µs135.3 µs

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

tests/test_stats.py

130.5 µs130.4 µs

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

tests/test_stats.py

351 µs350.7 µs

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

tests/test_stats.py

109.9 µs109.8 µs

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

tests/test_stats.py

161 µs160.9 µs

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

tests/test_stats.py

124.2 µs124.1 µs

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

tests/test_sparse.py

8.3 ms8.3 ms

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

tests/test_stats.py

118.2 µs118.2 µs

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

tests/test_sparse.py

8.3 ms8.3 ms

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

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.csr_array-F]

tests/test_sparse.py

4.2 ms4.2 ms

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

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[float32-scipy.sparse.csr_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[float64-scipy.sparse.csr_array-C]

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

tests/test_sparse.py

4.2 ms4.2 ms

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

tests/test_sparse.py

8.3 ms8.3 ms

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

tests/test_stats.py

143.7 µs143.7 µs

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

tests/test_stats.py

110.4 µs110.4 µs

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

tests/test_stats.py

172.7 µs172.8 µs

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

tests/test_stats.py

278.7 µs278.9 µs

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

tests/test_stats.py

145.2 µs145.4 µs

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

tests/test_stats.py

123.8 µs124 µs

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

tests/test_stats.py

348.1 µs348.9 µs

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

tests/test_stats.py

333.4 µs334.2 µs

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

tests/test_stats.py

116.1 µs116.4 µs

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

tests/test_stats.py

607 µs609.3 µs

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

tests/test_stats.py

569.3 µs571.9 µs

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

tests/test_stats.py

568.7 µs571.5 µs

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

tests/test_stats.py

-1%

277.4 µs279.5 µs

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

tests/test_stats.py

-1%

292.9 µs296.3 µs

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

tests/test_stats.py

-2%

108.4 µs110.6 µs

Commits

Click on a commit to change the comparison range

Base

main

7319f89

+41.07%

Move cupy types to original locations

1555a2a

9 months ago

by flying-sheep

-75.09%

Merge branch 'main' into pa/cupy

3c542b7

9 months ago

by flying-sheep

+23.84%

fix test utils

7fa234f

9 months ago

by flying-sheep

-39.5%

get

f15338e

9 months ago

by flying-sheep

-4.86%

fix to_dense

afbabe5

9 months ago

by flying-sheep

×4.5

sum support without cupy-in-dask

871461e

9 months ago

by flying-sheep

sum works

350a21c

9 months ago

by flying-sheep

×4

mean and mean_var

5239a95

9 months ago

by flying-sheep

add workflow

2577cd3

9 months ago

by flying-sheep

-23.02%

cirun yml

b2a6633

9 months ago

by flying-sheep

+8.09%

color tests

53798d0

9 months ago

by flying-sheep

×4.8

skip remaining tests

4d4ed71

9 months ago

by flying-sheep

fix type

2144a17

9 months ago

by flying-sheep

+36.82%

fix docs

bbf256b

9 months ago

by flying-sheep

+20.89%

only sparse are limited to float

17fdffa

9 months ago

by flying-sheep

-31.14%

simpler

862faf4

9 months ago

by flying-sheep

+8.82%

Merge branch 'main' into pa/cupy

a0b0f8e

9 months ago

by flying-sheep

×3.3

b2151a3

9 months ago

by flying-sheep

-98.07%

no arraylike

9be7813

9 months ago

by flying-sheep

+18.94%

codecov

5978d1e

8 months ago

by flying-sheep

+67.35%

renames

39a9da2

8 months ago

by flying-sheep

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