pa/numpy-sum - Branch - scverse/fast-array-utils

Test PR to see sum speed

#17Merged

Comparing

pa/numpy-sum

(

5e497b3

) with

pa/sum

(

9ae63ae

)

+25%

Improvements: 21

Untouched: 17

Benchmarks

Improved

test_sum_benchmark[numpy.ndarray-0-float32]

tests/test_stats.py

+25%

106.7 µs85.6 µs

test_sum_benchmark[numpy.ndarray-None-float32]

tests/test_stats.py

+24%

107 µs86.1 µs

test_sum_benchmark[numpy.ndarray-1-float32]

tests/test_stats.py

+23%

111.4 µs90.3 µs

test_sum_benchmark[scipy.sparse.csc_matrix-0-float64]

tests/test_stats.py

+23%

404.1 µs329.1 µs

test_sum_benchmark[scipy.sparse.csr_matrix-1-float32]

tests/test_stats.py

+23%

382.5 µs312.2 µs

test_sum_benchmark[scipy.sparse.csc_matrix-0-float32]

tests/test_stats.py

+22%

374.9 µs306.1 µs

test_sum_benchmark[scipy.sparse.csr_matrix-1-float64]

tests/test_stats.py

+21%

408.6 µs339 µs

test_sum_benchmark[numpy.ndarray-None-float64]

tests/test_stats.py

+20%

125.4 µs104.4 µs

test_sum_benchmark[numpy.ndarray-1-float64]

tests/test_stats.py

+20%

130.7 µs108.9 µs

test_sum_benchmark[scipy.sparse.csc_matrix-1-float32]

tests/test_stats.py

+20%

337.8 µs281.7 µs

test_sum_benchmark[numpy.ndarray-0-float64]

tests/test_stats.py

+20%

127.9 µs106.8 µs

test_sum_benchmark[scipy.sparse.csr_matrix-None-float32]

tests/test_stats.py

+20%

319.4 µs267 µs

test_sum_benchmark[scipy.sparse.csc_matrix-None-float32]

tests/test_stats.py

+18%

336.2 µs285.1 µs

test_sum_benchmark[scipy.sparse.csr_matrix-None-float64]

tests/test_stats.py

+17%

344.5 µs294.9 µs

test_sum_benchmark[scipy.sparse.csc_matrix-1-float64]

tests/test_stats.py

+17%

366.1 µs313.9 µs

test_sum_benchmark[scipy.sparse.csc_matrix-None-float64]

tests/test_stats.py

+16%

353.1 µs304.4 µs

test_sum_benchmark[scipy.sparse.csc_array-None-float32]

tests/test_stats.py

+12%

268.7 µs240.7 µs

test_sum_benchmark[scipy.sparse.csr_array-None-float32]

tests/test_stats.py

+11%

254.1 µs228.3 µs

test_sum_benchmark[scipy.sparse.csc_array-1-float32]

tests/test_stats.py

+11%

273.5 µs246.2 µs

test_sum_benchmark[scipy.sparse.csc_array-None-float64]

tests/test_stats.py

+11%

290.5 µs262.6 µs

test_sum_benchmark[scipy.sparse.csr_array-None-float64]

tests/test_stats.py

+10%

279.6 µs253.8 µs

Passed

test_sum_benchmark[scipy.sparse.csc_array-1-float64]

tests/test_stats.py

+10%

299.8 µs273.7 µs

test_sum_benchmark[scipy.sparse.csc_array-0-float32]

tests/test_stats.py

+9%

313.4 µs286.3 µs

test_sum_benchmark[scipy.sparse.csr_array-1-float32]

tests/test_stats.py

+9%

313.5 µs287.2 µs

test_sum_benchmark[scipy.sparse.csr_matrix-0-float32]

tests/test_stats.py

+9%

459.5 µs420.9 µs

test_sum_benchmark[scipy.sparse.csc_array-0-float64]

tests/test_stats.py

+9%

337.7 µs310.7 µs

test_sum_benchmark[scipy.sparse.csr_array-1-float64]

tests/test_stats.py

+9%

339 µs312.1 µs

test_sum_benchmark[scipy.sparse.csr_matrix-0-float64]

tests/test_stats.py

+9%

482.9 µs444.8 µs

test_sum_benchmark[scipy.sparse.csr_array-0-float32]

tests/test_stats.py

+6%

411.8 µs387.8 µs

test_sum_benchmark[scipy.sparse.csr_array-0-float64]

tests/test_stats.py

+5%

437.6 µs416.4 µs

test_to_dense_benchmark[csc-float64-F]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[csc-float64-C]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[csr-float64-C]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[csr-float64-F]

tests/test_sparse.py

8.3 ms8.3 ms

test_to_dense_benchmark[csc-float32-C]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[csc-float32-F]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[csr-float32-F]

tests/test_sparse.py

4.2 ms4.2 ms

test_to_dense_benchmark[csr-float32-C]

tests/test_sparse.py

4.2 ms4.2 ms

Commits

Click on a commit to change the comparison range

Base

pa/sum

9ae63ae

+24.73%

types

5e497b3

9 months ago

by flying-sheep

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