hameerabbasi:migration-guide - Branch - pydata/sparse

Migration guide

#898Merged

Comparing

hameerabbasi:migration-guide

(

efe1ca4

) with

main

(

6c7c9b5

)

-14%

Improvements: 15

Regressions: 11

Untouched: 314

Benchmarks

Failed

test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=1000-p=200]

benchmarks/test_benchmark_coo.py

Regression

-10%

2.4 ms2.6 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=1000-p=1000]

benchmarks/test_benchmark_coo.py

Regression

-14%

8.7 ms10 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=1000-p=500]

benchmarks/test_benchmark_coo.py

Regression

-13%

4.6 ms5.3 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=500-p=1000]

benchmarks/test_benchmark_coo.py

Regression

-11%

5.5 ms6.1 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=1000-p=1000]

benchmarks/test_benchmark_coo.py

Regression

-10%

12.1 ms13.4 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=1000-p=500]

benchmarks/test_benchmark_coo.py

Regression

-10%

6 ms6.7 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=1000-p=1000]

benchmarks/test_benchmark_coo.py

Regression

-14%

8.7 ms10.1 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=500-p=1000]

benchmarks/test_benchmark_coo.py

Regression

-11%

5.5 ms6.1 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=1000-p=500]

benchmarks/test_benchmark_coo.py

Regression

-13%

4.7 ms5.3 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=1000-p=500]

benchmarks/test_benchmark_coo.py

Regression

-10%

6 ms6.7 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=1000-p=1000]

benchmarks/test_benchmark_coo.py

Regression

-10%

12.3 ms13.7 ms

Improved

test_elemwise[side=1000-rank=2-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

+26%

27.4 ms21.7 ms

test_elemwise[side=1000-rank=2-format='coo'-add]

benchmarks/test_benchmark_coo.py

+25%

19.5 ms15.6 ms

test_elemwise[side=100-rank=3-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

+21%

31 ms25.5 ms

test_elemwise[side=100-rank=3-format='coo'-add]

benchmarks/test_benchmark_coo.py

+21%

21.3 ms17.6 ms

test_elemwise[side=1000-rank=2-format='coo'-mul]

benchmarks/test_benchmark_coo.py

+20%

8.1 ms6.8 ms

test_index_slice[side=100-rank=2-format='gcxs']

benchmarks/test_benchmark_coo.py

+19%

2 ms1.7 ms

test_elemwise[side=100-rank=3-format='coo'-mul]

benchmarks/test_benchmark_coo.py

+18%

8.8 ms7.4 ms

test_elemwise_broadcast[side=1000-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

+17%

22.4 s19.2 s

test_elemwise[side=500-rank=2-format='coo'-add]

benchmarks/test_benchmark_coo.py

+15%

6.9 ms6 ms

test_elemwise_broadcast[side=500-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

+14%

2.6 s2.3 s

test_elemwise[side=500-rank=2-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

+13%

11.1 ms9.8 ms

test_elemwise[side=1000-rank=2-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

+13%

12.5 ms11.1 ms

test_elemwise[side=100-rank=3-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

+10%

15.1 ms13.7 ms

test_gcxs_dot_ndarray[coo-m=200-n=200-p=200]

benchmarks/test_benchmark_coo.py

+10%

2 ms1.8 ms

test_elemwise[side=500-rank=2-format='coo'-mul]

benchmarks/test_benchmark_coo.py

+10%

3.7 ms3.3 ms

Passed

test_index_fancy[side=100-rank=1-format='coo']

benchmarks/test_benchmark_coo.py

+10%

1.3 ms1.2 ms

test_elemwise[gt-side=1000-Numba]

benchmarks/test_elemwise.py

+8%

3.1 ms2.9 ms

test_elemwise[add-side=1000-Numba]

benchmarks/test_elemwise.py

+8%

4.4 ms4.1 ms

test_elemwise_broadcast[side=100-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

+8%

19.9 ms18.5 ms

test_elemwise_broadcast[side=1000-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

+7%

102.8 ms96.5 ms

test_elemwise[side=500-rank=2-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

+6%

7 ms6.6 ms

test_elemwise[mul-side=1000-Numba]

benchmarks/test_elemwise.py

+6%

2.7 ms2.6 ms

test_elemwise_broadcast[side=500-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

+6%

18.2 ms17.2 ms

test_elemwise[gt-side=500-Numba]

benchmarks/test_elemwise.py

+4%

2.6 ms2.5 ms

test_elemwise[mul-side=500-Numba]

benchmarks/test_elemwise.py

+3%

2.3 ms2.2 ms

test_elemwise[add-side=500-Numba]

benchmarks/test_elemwise.py

+3%

3.2 ms3.2 ms

test_elemwise[side=100-rank=2-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

+3%

6.1 ms6 ms

test_index_slice[side=1000-rank=2-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

3.7 ms3.6 ms

test_index_fancy[side=100-rank=3-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

6.5 ms6.3 ms

test_index_scalar[side=500-rank=2-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

1.2 ms1.2 ms

test_index_scalar[side=100-rank=2-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

1.2 ms1.2 ms

test_index_scalar[side=1000-rank=2-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

1.2 ms1.2 ms

test_index_slice[side=100-rank=3-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

2.9 ms2.9 ms

test_index_scalar[side=100-rank=3-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

1.3 ms1.3 ms

test_matmul[m=200-n=1000-p=200-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

6.4 ms6.3 ms

test_index_fancy[side=500-rank=2-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

2.7 ms2.7 ms

test_elemwise[side=100-rank=2-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

+2%

5.2 ms5.1 ms

test_index_slice[side=1000-rank=2-format='coo']

benchmarks/test_benchmark_coo.py

+2%

1.4 ms1.4 ms

test_matmul[m=200-n=500-p=200-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

5 ms4.9 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=10-p=50-q=50-COO]

benchmarks/test_tensordot.py

+2%

2.6 ms2.6 ms

test_index_slice[side=500-rank=2-format='gcxs']

benchmarks/test_benchmark_coo.py

+2%

2.1 ms2 ms

test_matmul[m=200-n=1000-p=500-format='gcxs']

benchmarks/test_benchmark_coo.py

+1%

11.1 ms10.9 ms

test_elemwise[side=100-rank=2-format='coo'-add]

benchmarks/test_benchmark_coo.py

+1%

3.1 ms3 ms

test_elemwise[side=100-rank=2-format='coo'-mul]

benchmarks/test_benchmark_coo.py

+1%

2.2 ms2.2 ms

test_elemwise_broadcast[side=100-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

+1%

5.8 ms5.7 ms

test_index_fancy[side=100-rank=2-format='gcxs']

benchmarks/test_benchmark_coo.py

+1%

1.7 ms1.7 ms

test_index_fancy[side=1000-rank=2-format='gcxs']

benchmarks/test_benchmark_coo.py

+1%

5.9 ms5.8 ms

test_matmul[m=500-n=200-p=200-format='gcxs']

benchmarks/test_benchmark_coo.py

+1%

4.8 ms4.8 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=20-p=20-q=50-COO]

benchmarks/test_tensordot.py

+1%

3.6 ms3.5 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=10-p=50-q=50-COO]

benchmarks/test_tensordot.py

+1%

10.6 ms10.5 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=10-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

+1%

1.2 ms1.2 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=10-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

+1%

5.8 ms5.7 ms

test_matmul[m=500-n=500-p=200-format='gcxs']

benchmarks/test_benchmark_coo.py

+1%

5.7 ms5.7 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=20-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

+1%

4.8 ms4.8 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=10-p=20-q=10-COO]

benchmarks/test_tensordot.py

+1%

2.1 ms2 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=20-p=20-q=50-COO]

benchmarks/test_tensordot.py

+1%

5.3 ms5.2 ms

test_matmul[m=500-n=1000-p=200-format='gcxs']

benchmarks/test_benchmark_coo.py

+1%

7.9 ms7.8 ms

test_matmul[m=200-n=200-p=200-format='gcxs']

benchmarks/test_benchmark_coo.py

+1%

2.3 ms2.3 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=10-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

+1%

1.2 ms1.2 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=10-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

+1%

1.9 ms1.9 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=20-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

+1%

1.2 ms1.2 ms

test_elemwise[mul-side=100-Numba]

benchmarks/test_elemwise.py

+1%

2.1 ms2.1 ms

test_matmul[m=500-n=200-p=500-format='gcxs']

benchmarks/test_benchmark_coo.py

+1%

6.8 ms6.7 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=20-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

+1%

2 ms2 ms

test_elemwise[side=1000-rank=1-format='coo'-mul]

benchmarks/test_benchmark_coo.py

+1%

2 ms2 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=20-p=20-q=10-COO]

benchmarks/test_tensordot.py

2.1 ms2.1 ms

test_elemwise[side=1000-rank=1-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

2.5 ms2.5 ms

test_elemwise[side=500-rank=1-format='coo'-mul]

benchmarks/test_benchmark_coo.py

2 ms2 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=10-p=50-q=10-COO]

benchmarks/test_tensordot.py

2.2 ms2.2 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=10-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

2 ms2 ms

test_index_fancy[side=100-rank=1-format='gcxs']

benchmarks/test_benchmark_coo.py

805.7 µs802.5 µs

test_elemwise[side=500-rank=1-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

2.5 ms2.5 ms

test_elemwise[side=100-rank=1-format='gcxs'-mul]

benchmarks/test_benchmark_coo.py

2.5 ms2.4 ms

test_elemwise[side=100-rank=1-format='coo'-mul]

benchmarks/test_benchmark_coo.py

2 ms2 ms

test_index_fancy[side=500-rank=1-format='gcxs']

benchmarks/test_benchmark_coo.py

1.2 ms1.2 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=20-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

1.2 ms1.2 ms

test_elemwise[side=1000-rank=1-format='coo'-add]

benchmarks/test_benchmark_coo.py

2.7 ms2.7 ms

test_elemwise[side=500-rank=1-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

3.2 ms3.2 ms

test_elemwise[side=1000-rank=1-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

3.2 ms3.2 ms

test_elemwise[gt-side=100-Numba]

benchmarks/test_elemwise.py

2.3 ms2.3 ms

test_index_slice[side=500-rank=1-format='gcxs']

benchmarks/test_benchmark_coo.py

711.5 µs709.2 µs

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=10-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

1.3 ms1.3 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=10-p=20-q=10-COO]

benchmarks/test_tensordot.py

1.5 ms1.4 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=10-p=20-q=50-COO]

benchmarks/test_tensordot.py

1.8 ms1.8 ms

test_matmul[m=1000-n=200-p=200-format='gcxs']

benchmarks/test_benchmark_coo.py

5.7 ms5.7 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=10-p=20-q=10-COO]

benchmarks/test_tensordot.py

2 ms2 ms

test_index_slice[side=1000-rank=1-format='gcxs']

benchmarks/test_benchmark_coo.py

711.8 µs709.9 µs

test_index_fancy[side=1000-rank=1-format='gcxs']

benchmarks/test_benchmark_coo.py

1.8 ms1.7 ms

test_elemwise[side=500-rank=1-format='coo'-add]

benchmarks/test_benchmark_coo.py

2.7 ms2.7 ms

test_index_fancy[side=500-rank=1-format='coo']

benchmarks/test_benchmark_coo.py

965.9 µs963.5 µs

test_elemwise[side=100-rank=1-format='gcxs'-add]

benchmarks/test_benchmark_coo.py

3.1 ms3.1 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=20-p=20-q=10-COO]

benchmarks/test_tensordot.py

1.5 ms1.5 ms

test_elemwise_broadcast[side=500-format='coo'-mul]

benchmarks/test_benchmark_coo.py

11.8 ms11.8 ms

test_index_fancy[side=1000-rank=1-format='coo']

benchmarks/test_benchmark_coo.py

1.5 ms1.5 ms

test_index_scalar[side=1000-rank=1-format='gcxs']

benchmarks/test_benchmark_coo.py

521.4 µs520.3 µs

test_elemwise[side=100-rank=1-format='coo'-add]

benchmarks/test_benchmark_coo.py

2.7 ms2.7 ms

test_index_scalar[side=500-rank=1-format='gcxs']

benchmarks/test_benchmark_coo.py

520.3 µs519.2 µs

test_index_scalar[side=100-rank=1-format='gcxs']

benchmarks/test_benchmark_coo.py

514.5 µs513.5 µs

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=10-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

1.4 ms1.4 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=20-p=20-q=10-COO]

benchmarks/test_tensordot.py

2.1 ms2.1 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=10-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

1.4 ms1.4 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=10-p=20-q=50-COO]

benchmarks/test_tensordot.py

2.3 ms2.3 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=10-p=50-q=10-COO]

benchmarks/test_tensordot.py

2.3 ms2.3 ms

test_elemwise_broadcast[side=100-format='coo'-mul]

benchmarks/test_benchmark_coo.py

2.4 ms2.4 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=10-p=20-q=50-COO]

benchmarks/test_tensordot.py

2.8 ms2.8 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=10-p=50-q=50-COO]

benchmarks/test_tensordot.py

4.5 ms4.5 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=10-p=20-q=10-COO]

benchmarks/test_tensordot.py

2.3 ms2.3 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=10-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

2.1 ms2.1 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=20-p=50-q=10-COO]

benchmarks/test_tensordot.py

2.3 ms2.3 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=10-p=50-q=50-COO]

benchmarks/test_tensordot.py

6.5 ms6.5 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=20-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

1.8 ms1.8 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=10-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

1.2 ms1.2 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=10-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

2.2 ms2.2 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=20-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

2.2 ms2.2 ms

test_elemwise[add-side=100-Numba]

benchmarks/test_elemwise.py

2.9 ms2.9 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=20-p=50-q=10-COO]

benchmarks/test_tensordot.py

1.8 ms1.8 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=20-p=20-q=50-COO]

benchmarks/test_tensordot.py

7.8 ms7.8 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=10-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

1.4 ms1.4 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=20-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

1.4 ms1.4 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=10-p=50-q=10-COO]

benchmarks/test_tensordot.py

1.6 ms1.6 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=10-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

5.1 ms5.1 ms

test_matmul[m=200-n=200-p=200-format='coo']

benchmarks/test_benchmark_coo.py

2.3 ms2.3 ms

test_index_fancy[side=100-rank=2-format='coo']

benchmarks/test_benchmark_coo.py

688.1 µs688.9 µs

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=20-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

10.6 ms10.6 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=10-p=50-q=10-COO]

benchmarks/test_tensordot.py

2.3 ms2.3 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=20-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

1.7 ms1.7 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=10-p=20-q=10-COO]

benchmarks/test_tensordot.py

1.7 ms1.7 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=10-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

1.4 ms1.4 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=20-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

1.8 ms1.8 ms

test_matmul[m=200-n=200-p=500-format='gcxs']

benchmarks/test_benchmark_coo.py

3 ms3 ms

test_index_slice[side=100-rank=2-format='coo']

benchmarks/test_benchmark_coo.py

521.5 µs522.6 µs

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=20-p=20-q=10-COO]

benchmarks/test_tensordot.py

2.7 ms2.7 ms

test_elemwise[mul-side=1000-SciPy]

benchmarks/test_elemwise.py

517.4 µs518.5 µs

test_index_slice[side=1000-rank=1-format='coo']

benchmarks/test_benchmark_coo.py

453.5 µs454.5 µs

test_index_scalar[side=100-rank=3-format='coo']

benchmarks/test_benchmark_coo.py

382.6 µs383.5 µs

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=20-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

1.4 ms1.4 ms

test_index_scalar[side=100-rank=1-format='coo']

benchmarks/test_benchmark_coo.py

261.3 µs261.9 µs

test_elemwise[gt-side=1000-SciPy]

benchmarks/test_elemwise.py

485.1 µs486.2 µs

test_matmul[m=500-n=200-p=1000-format='gcxs']

benchmarks/test_benchmark_coo.py

9.9 ms10 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=10-p=20-q=50-COO]

benchmarks/test_tensordot.py

5.2 ms5.2 ms

test_elemwise[gt-side=500-SciPy]

benchmarks/test_elemwise.py

441.8 µs443 µs

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=20-p=20-q=50-COO]

benchmarks/test_tensordot.py

2.7 ms2.7 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=20-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

2.6 ms2.6 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=20-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

2.9 ms2.9 ms

test_elemwise[mul-side=500-SciPy]

benchmarks/test_elemwise.py

460 µs461.3 µs

test_index_slice[side=500-rank=1-format='coo']

benchmarks/test_benchmark_coo.py

431.1 µs432.2 µs

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=20-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

2.5 ms2.5 ms

test_index_scalar[side=500-rank=1-format='coo']

benchmarks/test_benchmark_coo.py

262.2 µs262.9 µs

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=20-p=50-q=10-COO]

benchmarks/test_tensordot.py

2.6 ms2.6 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=20-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

2.9 ms2.9 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=20-p=20-q=10-ndarray]

benchmarks/test_tensordot.py

1.8 ms1.8 ms

test_index_scalar[side=500-rank=2-format='coo']

benchmarks/test_benchmark_coo.py

322.8 µs323.9 µs

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=20-p=50-q=10-COO]

benchmarks/test_tensordot.py

3.3 ms3.3 ms

test_elemwise[gt-side=1000-Finch]

benchmarks/test_elemwise.py

1.4 ms1.4 ms

test_index_scalar[side=1000-rank=1-format='coo']

benchmarks/test_benchmark_coo.py

262.5 µs263.4 µs

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=20-p=20-q=10-COO]

benchmarks/test_tensordot.py

2.1 ms2.1 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=10-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

2.9 ms2.9 ms

test_index_slice[side=500-rank=2-format='coo']

benchmarks/test_benchmark_coo.py

751.9 µs754.9 µs

test_index_scalar[side=1000-rank=2-format='coo']

benchmarks/test_benchmark_coo.py

322.5 µs323.8 µs

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=10-p=20-q=10-COO]

benchmarks/test_tensordot.py

2.4 ms2.4 ms

test_index_scalar[side=100-rank=2-format='coo']

benchmarks/test_benchmark_coo.py

322.4 µs323.8 µs

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=10-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

2 ms2 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=20-p=20-q=50-COO]

benchmarks/test_tensordot.py

2.3 ms2.3 ms

test_elemwise[mul-side=100-SciPy]

benchmarks/test_elemwise.py

435.4 µs437.3 µs

test_matmul[m=1000-n=200-p=1000-format='gcxs']

benchmarks/test_benchmark_coo.py

14.3 ms14.4 ms

test_elemwise[add-side=1000-SciPy]

benchmarks/test_elemwise.py

475.7 µs478 µs

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=20-p=20-q=10-COO]

benchmarks/test_tensordot.py

2.9 ms3 ms

test_elemwise_broadcast[side=1000-format='coo'-add]

benchmarks/test_benchmark_coo.py

-1%

14.9 s15 s

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=10-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

-1%

2 ms2 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=20-p=50-q=50-COO]

benchmarks/test_tensordot.py

-1%

11.3 ms11.4 ms

test_elemwise[gt-side=100-SciPy]

benchmarks/test_elemwise.py

-1%

423.5 µs426.1 µs

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=10-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

-1%

1.9 ms1.9 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=10-p=50-q=10-COO]

benchmarks/test_tensordot.py

-1%

3.4 ms3.4 ms

test_elemwise[add-side=500-SciPy]

benchmarks/test_elemwise.py

-1%

433.1 µs435.9 µs

test_gcxs_dot_ndarray[coo-m=1000-n=200-p=200]

benchmarks/test_benchmark_coo.py

-1%

3.6 ms3.6 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=10-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

-1%

2.7 ms2.7 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=10-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

-1%

1.9 ms1.9 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=10-p=50-q=50-COO]

benchmarks/test_tensordot.py

-1%

2.8 ms2.9 ms

test_matmul[m=200-n=200-p=1000-format='gcxs']

benchmarks/test_benchmark_coo.py

-1%

3.9 ms3.9 ms

test_index_fancy[side=500-rank=2-format='coo']

benchmarks/test_benchmark_coo.py

-1%

1.6 ms1.7 ms

test_elemwise_broadcast[side=500-format='coo'-add]

benchmarks/test_benchmark_coo.py

-1%

1.7 s1.8 s

test_elemwise[add-side=1000-Finch]

benchmarks/test_elemwise.py

-1%

1.4 ms1.5 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=10-p=50-q=10-COO]

benchmarks/test_tensordot.py

-1%

2.8 ms2.8 ms

test_matmul[m=1000-n=200-p=500-format='gcxs']

benchmarks/test_benchmark_coo.py

-1%

8.9 ms8.9 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=10-p=20-q=50-COO]

benchmarks/test_tensordot.py

-1%

3.4 ms3.4 ms

test_matmul[m=500-n=1000-p=500-format='gcxs']

benchmarks/test_benchmark_coo.py

-1%

14.8 ms15 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=10-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

-1%

2.7 ms2.7 ms

test_gcxs_dot_ndarray[coo-m=1000-n=200-p=500]

benchmarks/test_benchmark_coo.py

-1%

7.3 ms7.4 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=20-p=50-q=10-COO]

benchmarks/test_tensordot.py

-1%

3.7 ms3.7 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=20-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

-1%

3.5 ms3.5 ms

test_gcxs_dot_ndarray[coo-m=1000-n=200-p=1000]

benchmarks/test_benchmark_coo.py

-1%

14 ms14.1 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=20-p=50-q=10-COO]

benchmarks/test_tensordot.py

-1%

4.7 ms4.8 ms

test_elemwise[gt-side=500-Finch]

benchmarks/test_elemwise.py

-1%

851.1 µs860.6 µs

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=20-p=50-q=50-COO]

benchmarks/test_tensordot.py

-1%

6.3 ms6.4 ms

test_matmul[m=200-n=200-p=500-format='coo']

benchmarks/test_benchmark_coo.py

-1%

3.1 ms3.1 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=20-p=50-q=10-ndarray]

benchmarks/test_tensordot.py

-1%

2.7 ms2.7 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=10-n=20-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

-1%

2.8 ms2.8 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=10-p=50-q=50-COO]

benchmarks/test_tensordot.py

-1%

6 ms6.1 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=20-p=50-q=50-COO]

benchmarks/test_tensordot.py

-1%

3.7 ms3.7 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=10-n=20-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

-1%

3.5 ms3.6 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=10-p=20-q=50-COO]

benchmarks/test_tensordot.py

-1%

3.6 ms3.7 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=10-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

-1%

5.9 ms5.9 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=10-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

-1%

3.5 ms3.5 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=10-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

-1%

2.7 ms2.7 ms

test_matmul[m=1000-n=1000-p=200-format='gcxs']

benchmarks/test_benchmark_coo.py

-1%

10.2 ms10.3 ms

test_matmul[m=1000-n=500-p=500-format='gcxs']

benchmarks/test_benchmark_coo.py

-1%

13.6 ms13.8 ms

test_index_slice[side=100-rank=1-format='gcxs']

benchmarks/test_benchmark_coo.py

-1%

692.1 µs700.6 µs

test_elemwise[mul-side=1000-Finch]

benchmarks/test_elemwise.py

-1%

706 µs714.9 µs

test_matmul[m=500-n=200-p=200-format='coo']

benchmarks/test_benchmark_coo.py

-1%

2.7 ms2.8 ms

test_elemwise[add-side=500-Finch]

benchmarks/test_elemwise.py

-1%

854 µs864.9 µs

test_gcxs_dot_ndarray[coo-m=1000-n=500-p=200]

benchmarks/test_benchmark_coo.py

-1%

4.8 ms4.9 ms

test_elemwise[mul-side=500-Finch]

benchmarks/test_elemwise.py

-1%

681.8 µs691.3 µs

test_matmul[m=200-n=500-p=200-format='coo']

benchmarks/test_benchmark_coo.py

-1%

2.7 ms2.8 ms

test_gcxs_dot_ndarray[coo-m=500-n=200-p=200]

benchmarks/test_benchmark_coo.py

-1%

2.4 ms2.5 ms

test_elemwise[add-side=100-SciPy]

benchmarks/test_elemwise.py

-1%

413.1 µs419.2 µs

test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=200-p=200]

benchmarks/test_benchmark_coo.py

-2%

2.7 ms2.8 ms

test_index_slice[side=100-rank=3-format='coo']

benchmarks/test_benchmark_coo.py

-2%

1.2 ms1.2 ms

test_elemwise[gt-side=100-Finch]

benchmarks/test_elemwise.py

-2%

676.7 µs687.7 µs

test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=200-p=200]

benchmarks/test_benchmark_coo.py

-2%

2.7 ms2.8 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=20-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

-2%

4.3 ms4.3 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=20-p=20-q=50-ndarray]

benchmarks/test_tensordot.py

-2%

5.1 ms5.1 ms

test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=20-p=50-q=50-COO]

benchmarks/test_tensordot.py

-2%

3.6 ms3.7 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=20-p=20-q=50-COO]

benchmarks/test_tensordot.py

-2%

5.2 ms5.3 ms

test_gcxs_dot_ndarray[coo-m=1000-n=500-p=500]

benchmarks/test_benchmark_coo.py

-2%

10.4 ms10.6 ms

test_matmul[m=1000-n=500-p=1000-format='gcxs']

benchmarks/test_benchmark_coo.py

-2%

23.3 ms23.8 ms

test_elemwise[mul-side=100-Finch]

benchmarks/test_elemwise.py

-2%

661.9 µs673.9 µs

test_elemwise[add-side=100-Finch]

benchmarks/test_elemwise.py

-2%

686.2 µs699.4 µs

test_matmul[m=1000-n=1000-p=500-format='gcxs']

benchmarks/test_benchmark_coo.py

-2%

21.2 ms21.6 ms

test_gcxs_dot_ndarray[coo-m=1000-n=500-p=1000]

benchmarks/test_benchmark_coo.py

-2%

21 ms21.4 ms

test_matmul[m=200-n=500-p=500-format='gcxs']

benchmarks/test_benchmark_coo.py

-2%

3.6 ms3.7 ms

test_matmul[m=200-n=1000-p=200-format='coo']

benchmarks/test_benchmark_coo.py

-2%

3.5 ms3.6 ms

test_gcxs_dot_ndarray[coo-m=1000-n=1000-p=200]

benchmarks/test_benchmark_coo.py

-2%

6.8 ms6.9 ms

test_matmul[m=200-n=200-p=1000-format='coo']

benchmarks/test_benchmark_coo.py

-2%

4.3 ms4.4 ms

test_matmul[m=500-n=500-p=500-format='gcxs']

benchmarks/test_benchmark_coo.py

-2%

6 ms6.1 ms

test_matmul[m=1000-n=200-p=200-format='coo']

benchmarks/test_benchmark_coo.py

-2%

3.5 ms3.6 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=20-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

-2%

9 ms9.2 ms

test_gcxs_dot_ndarray[coo-m=1000-n=1000-p=1000]

benchmarks/test_benchmark_coo.py

-2%

33.2 ms33.9 ms

test_matmul[m=500-n=200-p=500-format='coo']

benchmarks/test_benchmark_coo.py

-2%

4.8 ms4.9 ms

test_tensordot[left_index=1-right_index=2-left_format='dense'-right_format='coo'-m=50-n=20-p=50-q=50-COO]

benchmarks/test_tensordot.py

-2%

16.9 ms17.3 ms

test_gcxs_dot_ndarray[coo-m=500-n=200-p=500]

benchmarks/test_benchmark_coo.py

-2%

4.5 ms4.6 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=200-p=500]

benchmarks/test_benchmark_coo.py

-2%

5.5 ms5.7 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=200-p=500]

benchmarks/test_benchmark_coo.py

-2%

5.5 ms5.7 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=20-p=50-q=50-COO]

benchmarks/test_tensordot.py

-2%

9.9 ms10.1 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=200-p=200]

benchmarks/test_benchmark_coo.py

-2%

1.9 ms1.9 ms

test_tensordot[left_index=1-right_index=2-left_format='coo'-right_format='coo'-m=50-n=20-p=50-q=50-ndarray]

benchmarks/test_tensordot.py

-2%

9.7 ms10 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=200-p=200]

benchmarks/test_benchmark_coo.py

-2%

1.9 ms1.9 ms

test_elemwise_broadcast[side=100-format='coo'-add]

benchmarks/test_benchmark_coo.py

-2%

12.8 ms13.1 ms

test_gcxs_dot_ndarray[coo-m=1000-n=1000-p=500]

benchmarks/test_benchmark_coo.py

-2%

15.3 ms15.7 ms

test_matmul[m=500-n=500-p=200-format='coo']

benchmarks/test_benchmark_coo.py

-2%

3.8 ms3.9 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=200-p=1000]

benchmarks/test_benchmark_coo.py

-2%

10.7 ms11 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=200-p=1000]

benchmarks/test_benchmark_coo.py

-3%

10.7 ms11 ms

test_matmul[m=1000-n=500-p=200-format='gcxs']

benchmarks/test_benchmark_coo.py

-3%

5.1 ms5.2 ms

test_gcxs_dot_ndarray[coo-m=500-n=200-p=1000]

benchmarks/test_benchmark_coo.py

-3%

7.9 ms8.1 ms

test_matmul[m=200-n=500-p=1000-format='gcxs']

benchmarks/test_benchmark_coo.py

-3%

5.1 ms5.3 ms

test_matmul[m=1000-n=500-p=500-format='coo']

benchmarks/test_benchmark_coo.py

-3%

12.6 ms12.9 ms

test_gcxs_dot_ndarray[coo-m=500-n=500-p=200]

benchmarks/test_benchmark_coo.py

-3%

3.2 ms3.3 ms

test_matmul[m=200-n=1000-p=500-format='coo']

benchmarks/test_benchmark_coo.py

-3%

6.1 ms6.3 ms

test_matmul[m=200-n=500-p=500-format='coo']

benchmarks/test_benchmark_coo.py

-3%

4.2 ms4.3 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=200-p=200]

benchmarks/test_benchmark_coo.py

-3%

1.4 ms1.4 ms

test_matmul[m=500-n=200-p=1000-format='coo']

benchmarks/test_benchmark_coo.py

-3%

7.4 ms7.7 ms

test_matmul[m=1000-n=200-p=1000-format='coo']

benchmarks/test_benchmark_coo.py

-3%

12.9 ms13.3 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=200-p=200]

benchmarks/test_benchmark_coo.py

-3%

1.4 ms1.4 ms

test_matmul[m=500-n=500-p=1000-format='coo']

benchmarks/test_benchmark_coo.py

-3%

12.6 ms13.1 ms

test_matmul[m=200-n=500-p=1000-format='coo']

benchmarks/test_benchmark_coo.py

-3%

6.5 ms6.7 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=200-p=500]

benchmarks/test_benchmark_coo.py

-4%

3.5 ms3.6 ms

test_matmul[m=1000-n=200-p=500-format='coo']

benchmarks/test_benchmark_coo.py

-4%

7.5 ms7.7 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=200-p=500]

benchmarks/test_benchmark_coo.py

-4%

3.5 ms3.6 ms

test_matmul[m=500-n=500-p=1000-format='gcxs']

benchmarks/test_benchmark_coo.py

-4%

9.6 ms9.9 ms

test_matmul[m=500-n=1000-p=500-format='coo']

benchmarks/test_benchmark_coo.py

-4%

11.5 ms12 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=500-p=200]

benchmarks/test_benchmark_coo.py

-4%

3.1 ms3.2 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=500-p=200]

benchmarks/test_benchmark_coo.py

-4%

3.1 ms3.3 ms

test_gcxs_dot_ndarray[coo-m=500-n=500-p=500]

benchmarks/test_benchmark_coo.py

-4%

6.4 ms6.7 ms

test_matmul[m=1000-n=500-p=200-format='coo']

benchmarks/test_benchmark_coo.py

-4%

5.6 ms5.8 ms

test_matmul[m=200-n=1000-p=1000-format='coo']

benchmarks/test_benchmark_coo.py

-4%

10 ms10.4 ms

test_matmul[m=500-n=500-p=500-format='coo']

benchmarks/test_benchmark_coo.py

-4%

7.3 ms7.6 ms

test_gcxs_dot_ndarray[coo-m=200-n=200-p=500]

benchmarks/test_benchmark_coo.py

-4%

2.8 ms2.9 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=200-p=1000]

benchmarks/test_benchmark_coo.py

-4%

6.1 ms6.4 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=200-p=1000]

benchmarks/test_benchmark_coo.py

-4%

6.1 ms6.4 ms

test_gcxs_dot_ndarray[coo-m=500-n=500-p=1000]

benchmarks/test_benchmark_coo.py

-4%

11.9 ms12.4 ms

test_gcxs_dot_ndarray[coo-m=500-n=1000-p=200]

benchmarks/test_benchmark_coo.py

-4%

4.5 ms4.7 ms

test_matmul[m=500-n=1000-p=200-format='coo']

benchmarks/test_benchmark_coo.py

-5%

5.6 ms5.9 ms

test_matmul[m=1000-n=500-p=1000-format='coo']

benchmarks/test_benchmark_coo.py

-5%

22.4 ms23.5 ms

test_matmul[m=1000-n=1000-p=1000-format='coo']

benchmarks/test_benchmark_coo.py

-5%

39.3 ms41.2 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=500-p=1000]

benchmarks/test_benchmark_coo.py

-5%

13.6 ms14.2 ms

test_matmul[m=200-n=1000-p=1000-format='gcxs']

benchmarks/test_benchmark_coo.py

-5%

7.1 ms7.4 ms

test_matmul[m=500-n=1000-p=1000-format='gcxs']

benchmarks/test_benchmark_coo.py

-5%

14.4 ms15.2 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=500-p=500]

benchmarks/test_benchmark_coo.py

-5%

6.5 ms6.9 ms

test_matmul[m=1000-n=1000-p=500-format='coo']

benchmarks/test_benchmark_coo.py

-5%

20.6 ms21.6 ms

test_gcxs_dot_ndarray[coo-m=200-n=500-p=200]

benchmarks/test_benchmark_coo.py

-5%

2.3 ms2.4 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=500-p=1000]

benchmarks/test_benchmark_coo.py

-5%

13.5 ms14.2 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=500-p=500]

benchmarks/test_benchmark_coo.py

-5%

6.6 ms6.9 ms

test_matmul[m=500-n=1000-p=1000-format='coo']

benchmarks/test_benchmark_coo.py

-5%

20.6 ms21.7 ms

test_gcxs_dot_ndarray[coo-m=500-n=1000-p=500]

benchmarks/test_benchmark_coo.py

-5%

9.6 ms10.1 ms

test_gcxs_dot_ndarray[coo-m=500-n=1000-p=1000]

benchmarks/test_benchmark_coo.py

-5%

19 ms20.1 ms

test_matmul[m=1000-n=1000-p=1000-format='gcxs']

benchmarks/test_benchmark_coo.py

-5%

27 ms28.5 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=500-p=200]

benchmarks/test_benchmark_coo.py

-5%

2.3 ms2.4 ms

test_gcxs_dot_ndarray[coo-m=200-n=200-p=1000]

benchmarks/test_benchmark_coo.py

-5%

4.5 ms4.7 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=500-p=200]

benchmarks/test_benchmark_coo.py

-5%

2.3 ms2.4 ms

test_index_fancy[side=1000-rank=2-format='coo']

benchmarks/test_benchmark_coo.py

-5%

3.8 ms4 ms

test_elemwise_broadcast[side=1000-format='coo'-mul]

benchmarks/test_benchmark_coo.py

-5%

74 ms78.1 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=200-p=500]

benchmarks/test_benchmark_coo.py

-5%

2.2 ms2.4 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=200-p=500]

benchmarks/test_benchmark_coo.py

-5%

2.2 ms2.4 ms

test_matmul[m=1000-n=1000-p=200-format='coo']

benchmarks/test_benchmark_coo.py

-6%

9.1 ms9.7 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=1000-p=200]

benchmarks/test_benchmark_coo.py

-6%

3.8 ms4.1 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=1000-p=200]

benchmarks/test_benchmark_coo.py

-6%

3.8 ms4.1 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=1000-p=1000]

benchmarks/test_benchmark_coo.py

-7%

19.5 ms20.9 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=500-p=200]

benchmarks/test_benchmark_coo.py

-7%

1.8 ms1.9 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=500-p=200]

benchmarks/test_benchmark_coo.py

-7%

1.8 ms1.9 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=1000-p=1000]

benchmarks/test_benchmark_coo.py

-7%

18.7 ms20.1 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=200-p=1000]

benchmarks/test_benchmark_coo.py

-7%

3.6 ms3.9 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=200-p=1000]

benchmarks/test_benchmark_coo.py

-7%

3.6 ms3.9 ms

test_gcxs_dot_ndarray[coo-m=200-n=500-p=500]

benchmarks/test_benchmark_coo.py

-7%

4.1 ms4.4 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=500-p=500]

benchmarks/test_benchmark_coo.py

-7%

4.4 ms4.8 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=500-p=500]

benchmarks/test_benchmark_coo.py

-7%

4.4 ms4.8 ms

test_gcxs_dot_ndarray[coo-m=200-n=1000-p=200]

benchmarks/test_benchmark_coo.py

-7%

3.1 ms3.4 ms

test_index_fancy[side=100-rank=3-format='coo']

benchmarks/test_benchmark_coo.py

-7%

2.8 ms3 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=1000-p=500]

benchmarks/test_benchmark_coo.py

-8%

8.4 ms9.1 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=1000-p=500]

benchmarks/test_benchmark_coo.py

-8%

8.3 ms9 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=500-p=1000]

benchmarks/test_benchmark_coo.py

-8%

8.1 ms8.7 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=500-p=1000]

benchmarks/test_benchmark_coo.py

-8%

8 ms8.7 ms

test_gcxs_dot_ndarray[coo-m=200-n=500-p=1000]

benchmarks/test_benchmark_coo.py

-8%

7.2 ms7.8 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=1000-p=200]

benchmarks/test_benchmark_coo.py

-8%

2.9 ms3.2 ms

test_index_slice[side=100-rank=1-format='coo']

benchmarks/test_benchmark_coo.py

-8%

416.9 µs454.3 µs

test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=1000-p=200]

benchmarks/test_benchmark_coo.py

-8%

2.9 ms3.2 ms

test_gcxs_dot_ndarray[coo-m=200-n=1000-p=500]

benchmarks/test_benchmark_coo.py

-9%

6.2 ms6.8 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=500-p=500]

benchmarks/test_benchmark_coo.py

-10%

3.1 ms3.5 ms

test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=500-p=500]

benchmarks/test_benchmark_coo.py

-10%

3.1 ms3.5 ms

test_gcxs_dot_ndarray[coo-m=200-n=1000-p=1000]

benchmarks/test_benchmark_coo.py

-10%

11.6 ms12.8 ms

test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=1000-p=200]

benchmarks/test_benchmark_coo.py

-10%

2.4 ms2.6 ms

Commits

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Base

main

6c7c9b5

-13.68%

Add migration guide and PyTest fixes.

ff5e622

13 days ago

by hameerabbasi

-0.04%

`pre-commit autoupdate`

efe1ca4

13 days ago

by hameerabbasi

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