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11 days ago
8429409
peanutfun:add-interp
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feat: Add sparse.interp function for numba backend
#903
peanutfun:add-interp
11 days ago
CPU Simulation
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Benchmarks
test_elemwise[side=100-rank=1-format='coo'-add]
benchmarks/test_benchmark_coo.py
2.7 ms
test_elemwise[side=100-rank=1-format='coo'-mul]
benchmarks/test_benchmark_coo.py
2 ms
test_elemwise[side=500-rank=1-format='coo'-add]
benchmarks/test_benchmark_coo.py
2.7 ms
test_elemwise[side=100-rank=1-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
3.1 ms
test_elemwise[side=500-rank=1-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
2.5 ms
test_elemwise[side=100-rank=2-format='coo'-add]
benchmarks/test_benchmark_coo.py
3 ms
test_elemwise[side=500-rank=2-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
9.9 ms
test_elemwise[side=500-rank=1-format='coo'-mul]
benchmarks/test_benchmark_coo.py
2 ms
test_elemwise[side=100-rank=1-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
2.5 ms
test_elemwise[side=100-rank=2-format='coo'-mul]
benchmarks/test_benchmark_coo.py
2.2 ms
test_elemwise[side=100-rank=2-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
6 ms
test_elemwise[side=500-rank=2-format='coo'-mul]
benchmarks/test_benchmark_coo.py
3.3 ms
test_elemwise[side=100-rank=2-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
5.2 ms
test_elemwise_broadcast[side=100-format='coo'-add]
benchmarks/test_benchmark_coo.py
13.1 ms
test_elemwise[side=500-rank=2-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
6.7 ms
test_elemwise_broadcast[side=100-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
18.6 ms
test_elemwise[side=100-rank=3-format='coo'-add]
benchmarks/test_benchmark_coo.py
17.7 ms
test_elemwise_broadcast[side=1000-format='coo'-add]
benchmarks/test_benchmark_coo.py
15 s
test_elemwise_broadcast[side=1000-format='coo'-mul]
benchmarks/test_benchmark_coo.py
78.2 ms
test_elemwise_broadcast[side=100-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
5.8 ms
test_elemwise[side=500-rank=1-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
3.2 ms
test_elemwise_broadcast[side=500-format='coo'-add]
benchmarks/test_benchmark_coo.py
1.8 s
test_elemwise_broadcast[side=100-format='coo'-mul]
benchmarks/test_benchmark_coo.py
2.4 ms
test_elemwise_broadcast[side=500-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
2.3 s
test_elemwise_broadcast[side=500-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
17.4 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=1000-p=500]
benchmarks/test_benchmark_coo.py
5.3 ms
test_gcxs_dot_ndarray[coo-m=1000-n=1000-p=200]
benchmarks/test_benchmark_coo.py
6.9 ms
test_elemwise_broadcast[side=500-format='coo'-mul]
benchmarks/test_benchmark_coo.py
11.9 ms
test_gcxs_dot_ndarray[coo-m=1000-n=1000-p=1000]
benchmarks/test_benchmark_coo.py
33.9 ms
test_elemwise[side=500-rank=2-format='coo'-add]
benchmarks/test_benchmark_coo.py
6.1 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=200-p=500]
benchmarks/test_benchmark_coo.py
2.4 ms
test_gcxs_dot_ndarray[coo-m=1000-n=1000-p=500]
benchmarks/test_benchmark_coo.py
15.7 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=200-p=200]
benchmarks/test_benchmark_coo.py
1.4 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=200-p=1000]
benchmarks/test_benchmark_coo.py
3.9 ms
test_gcxs_dot_ndarray[coo-m=1000-n=200-p=1000]
benchmarks/test_benchmark_coo.py
14.1 ms
test_gcxs_dot_ndarray[coo-m=1000-n=200-p=200]
benchmarks/test_benchmark_coo.py
3.6 ms
test_elemwise[side=100-rank=3-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
25.6 ms
test_elemwise[side=100-rank=3-format='coo'-mul]
benchmarks/test_benchmark_coo.py
7.5 ms
test_gcxs_dot_ndarray[coo-m=1000-n=200-p=500]
benchmarks/test_benchmark_coo.py
7.4 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=500-p=500]
benchmarks/test_benchmark_coo.py
3.5 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=500-p=1000]
benchmarks/test_benchmark_coo.py
6.2 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=500-p=200]
benchmarks/test_benchmark_coo.py
1.9 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=1000-p=1000]
benchmarks/test_benchmark_coo.py
13.7 ms
test_gcxs_dot_ndarray[coo-m=1000-n=500-p=1000]
benchmarks/test_benchmark_coo.py
21.3 ms
test_gcxs_dot_ndarray[coo-m=1000-n=500-p=200]
benchmarks/test_benchmark_coo.py
4.9 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=200-p=200]
benchmarks/test_benchmark_coo.py
1.9 ms
test_elemwise[side=100-rank=3-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
13.8 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=200-p=1000]
benchmarks/test_benchmark_coo.py
6.4 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=1000-p=500]
benchmarks/test_benchmark_coo.py
6.7 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=1000-p=200]
benchmarks/test_benchmark_coo.py
3.2 ms
test_elemwise_broadcast[side=1000-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
19.2 s
test_elemwise_broadcast[side=1000-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
96.7 ms
test_gcxs_dot_ndarray[coo-m=200-n=1000-p=1000]
benchmarks/test_benchmark_coo.py
12.8 ms
test_elemwise[side=1000-rank=1-format='coo'-add]
benchmarks/test_benchmark_coo.py
2.7 ms
test_elemwise[side=1000-rank=1-format='coo'-mul]
benchmarks/test_benchmark_coo.py
2 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=500-p=1000]
benchmarks/test_benchmark_coo.py
8.7 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=200-p=500]
benchmarks/test_benchmark_coo.py
3.6 ms
test_elemwise[side=1000-rank=1-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
2.5 ms
test_index_fancy[side=100-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
1.1 ms
test_elemwise[side=1000-rank=2-format='coo'-mul]
benchmarks/test_benchmark_coo.py
6.8 ms
test_gcxs_dot_ndarray[coo-m=200-n=1000-p=200]
benchmarks/test_benchmark_coo.py
3.4 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=500-p=500]
benchmarks/test_benchmark_coo.py
4.8 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=500-n=500-p=200]
benchmarks/test_benchmark_coo.py
2.4 ms
test_elemwise[side=1000-rank=2-format='coo'-add]
benchmarks/test_benchmark_coo.py
15.6 ms
test_index_fancy[side=100-rank=1-format='gcxs']
benchmarks/test_benchmark_coo.py
808.9 µs
test_index_fancy[side=100-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
692.1 µs
test_index_fancy[side=100-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
1.7 ms
test_elemwise[side=1000-rank=2-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
21.8 ms
test_index_fancy[side=1000-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
1.5 ms
test_index_fancy[side=100-rank=3-format='coo']
benchmarks/test_benchmark_coo.py
2.9 ms
test_elemwise[side=1000-rank=2-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
11.2 ms
test_gcxs_dot_ndarray[coo-m=200-n=200-p=200]
benchmarks/test_benchmark_coo.py
1.8 ms
test_index_fancy[side=100-rank=3-format='gcxs']
benchmarks/test_benchmark_coo.py
6.3 ms
test_gcxs_dot_ndarray[coo-m=200-n=1000-p=500]
benchmarks/test_benchmark_coo.py
6.9 ms
test_elemwise[side=1000-rank=1-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
3.2 ms
test_index_fancy[side=1000-rank=1-format='gcxs']
benchmarks/test_benchmark_coo.py
1.8 ms
test_gcxs_dot_ndarray[coo-m=200-n=200-p=1000]
benchmarks/test_benchmark_coo.py
4.7 ms
test_index_scalar[side=100-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
263.2 µs
test_index_scalar[side=100-rank=3-format='coo']
benchmarks/test_benchmark_coo.py
385.8 µs
test_index_fancy[side=500-rank=1-format='gcxs']
benchmarks/test_benchmark_coo.py
1.2 ms
test_index_fancy[side=1000-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
3.9 ms
test_index_fancy[side=500-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
2.7 ms
test_gcxs_dot_ndarray[coo-m=500-n=1000-p=500]
benchmarks/test_benchmark_coo.py
10.1 ms
test_gcxs_dot_ndarray[coo-m=200-n=500-p=200]
benchmarks/test_benchmark_coo.py
2.4 ms
test_gcxs_dot_ndarray[coo-m=1000-n=500-p=500]
benchmarks/test_benchmark_coo.py
10.6 ms
test_index_fancy[side=1000-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
5.8 ms
test_index_fancy[side=500-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
1.7 ms
test_gcxs_dot_ndarray[coo-m=200-n=500-p=1000]
benchmarks/test_benchmark_coo.py
7.8 ms
test_index_scalar[side=1000-rank=1-format='gcxs']
benchmarks/test_benchmark_coo.py
525.1 µs
test_index_scalar[side=100-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
1.2 ms
test_gcxs_dot_ndarray[coo-m=500-n=1000-p=200]
benchmarks/test_benchmark_coo.py
4.7 ms
test_gcxs_dot_ndarray[coo-m=500-n=1000-p=1000]
benchmarks/test_benchmark_coo.py
20.1 ms
test_index_scalar[side=100-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
325.2 µs
test_gcxs_dot_ndarray[coo-m=200-n=200-p=500]
benchmarks/test_benchmark_coo.py
2.9 ms
test_index_scalar[side=500-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
264 µs
test_index_scalar[side=1000-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
325.1 µs
test_gcxs_dot_ndarray[coo-m=500-n=200-p=500]
benchmarks/test_benchmark_coo.py
4.6 ms
test_index_scalar[side=100-rank=3-format='gcxs']
benchmarks/test_benchmark_coo.py
1.3 ms
test_index_scalar[side=100-rank=1-format='gcxs']
benchmarks/test_benchmark_coo.py
518.3 µs
test_index_fancy[side=500-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
966.6 µs
test_gcxs_dot_ndarray[coo-m=200-n=500-p=500]
benchmarks/test_benchmark_coo.py
4.4 ms
test_index_slice[side=100-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
456.2 µs
test_gcxs_dot_ndarray[coo-m=500-n=200-p=1000]
benchmarks/test_benchmark_coo.py
8.1 ms
test_gcxs_dot_ndarray[coo-m=500-n=500-p=1000]
benchmarks/test_benchmark_coo.py
12.4 ms
test_index_scalar[side=1000-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
264.4 µs
test_gcxs_dot_ndarray[coo-m=500-n=200-p=200]
benchmarks/test_benchmark_coo.py
2.5 ms
test_index_scalar[side=1000-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
1.2 ms
test_index_scalar[side=500-rank=1-format='gcxs']
benchmarks/test_benchmark_coo.py
524 µs
test_index_slice[side=100-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
2.1 ms
test_index_scalar[side=500-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
1.2 ms
test_index_slice[side=100-rank=1-format='gcxs']
benchmarks/test_benchmark_coo.py
706 µs
test_index_slice[side=100-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
525.4 µs
test_matmul[m=500-n=500-p=200-format='gcxs']
benchmarks/test_benchmark_coo.py
5.7 ms
test_matmul[m=500-n=500-p=500-format='coo']
benchmarks/test_benchmark_coo.py
7.6 ms
test_gcxs_dot_ndarray[coo-m=500-n=500-p=200]
benchmarks/test_benchmark_coo.py
3.3 ms
test_elemwise[add-side=100-Finch]
benchmarks/test_elemwise.py
687.6 µs
test_index_slice[side=500-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
434.1 µs
test_index_slice[side=1000-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
3.6 ms
test_index_slice[side=100-rank=3-format='coo']
benchmarks/test_benchmark_coo.py
1.2 ms
test_index_slice[side=1000-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
1.4 ms
test_index_slice[side=1000-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
457.1 µs
test_index_slice[side=500-rank=1-format='gcxs']
benchmarks/test_benchmark_coo.py
714.9 µs
test_gcxs_dot_ndarray[coo-m=500-n=500-p=500]
benchmarks/test_benchmark_coo.py
6.7 ms
test_elemwise[add-side=1000-Finch]
benchmarks/test_elemwise.py
1.4 ms
test_matmul[m=500-n=500-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
6.1 ms
test_matmul[m=1000-n=1000-p=1000-format='coo']
benchmarks/test_benchmark_coo.py
41.2 ms
test_matmul[m=1000-n=1000-p=500-format='coo']
benchmarks/test_benchmark_coo.py
21.6 ms
test_matmul[m=1000-n=1000-p=200-format='gcxs']
benchmarks/test_benchmark_coo.py
10.3 ms
test_matmul[m=1000-n=1000-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
21.6 ms
test_index_slice[side=500-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
2.1 ms
test_matmul[m=1000-n=200-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
14.5 ms
test_index_slice[side=1000-rank=1-format='gcxs']
benchmarks/test_benchmark_coo.py
715.5 µs
test_index_slice[side=500-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
758.3 µs
test_index_scalar[side=500-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
325.7 µs
test_elemwise[add-side=100-SciPy]
benchmarks/test_elemwise.py
422.3 µs
test_matmul[m=1000-n=1000-p=200-format='coo']
benchmarks/test_benchmark_coo.py
9.6 ms
test_matmul[m=1000-n=200-p=500-format='coo']
benchmarks/test_benchmark_coo.py
7.7 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=1000-p=1000]
benchmarks/test_benchmark_coo.py
20.9 ms
test_index_slice[side=100-rank=3-format='gcxs']
benchmarks/test_benchmark_coo.py
2.9 ms
test_matmul[m=1000-n=200-p=200-format='gcxs']
benchmarks/test_benchmark_coo.py
5.7 ms
test_elemwise[add-side=1000-Numba]
benchmarks/test_elemwise.py
4.1 ms
test_matmul[m=1000-n=500-p=1000-format='coo']
benchmarks/test_benchmark_coo.py
23.5 ms
test_matmul[m=1000-n=500-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
23.8 ms
test_matmul[m=1000-n=1000-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
28.5 ms
test_matmul[m=1000-n=500-p=200-format='coo']
benchmarks/test_benchmark_coo.py
5.8 ms
test_elemwise[add-side=1000-SciPy]
benchmarks/test_elemwise.py
478.7 µs
test_matmul[m=200-n=1000-p=200-format='gcxs']
benchmarks/test_benchmark_coo.py
6.4 ms
test_matmul[m=200-n=200-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
3.9 ms
test_matmul[m=200-n=1000-p=1000-format='coo']
benchmarks/test_benchmark_coo.py
10.4 ms
test_matmul[m=1000-n=500-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
13.8 ms
test_elemwise[add-side=500-Numba]
benchmarks/test_elemwise.py
3.2 ms
test_matmul[m=200-n=1000-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
7.4 ms
test_matmul[m=1000-n=500-p=500-format='coo']
benchmarks/test_benchmark_coo.py
13.1 ms
test_matmul[m=1000-n=200-p=200-format='coo']
benchmarks/test_benchmark_coo.py
3.6 ms
test_matmul[m=1000-n=200-p=1000-format='coo']
benchmarks/test_benchmark_coo.py
13.3 ms
test_matmul[m=1000-n=200-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
9 ms
test_elemwise[add-side=500-SciPy]
benchmarks/test_elemwise.py
437.7 µs
test_elemwise[add-side=500-Finch]
benchmarks/test_elemwise.py
856 µs
test_matmul[m=200-n=200-p=200-format='gcxs']
benchmarks/test_benchmark_coo.py
2.3 ms
test_matmul[m=200-n=1000-p=500-format='coo']
benchmarks/test_benchmark_coo.py
6.3 ms
test_matmul[m=200-n=1000-p=200-format='coo']
benchmarks/test_benchmark_coo.py
3.6 ms
test_matmul[m=200-n=500-p=1000-format='coo']
benchmarks/test_benchmark_coo.py
6.7 ms
test_matmul[m=200-n=200-p=1000-format='coo']
benchmarks/test_benchmark_coo.py
4.4 ms
test_matmul[m=200-n=200-p=200-format='coo']
benchmarks/test_benchmark_coo.py
2.3 ms
test_elemwise[gt-side=100-Finch]
benchmarks/test_elemwise.py
683.6 µs
test_matmul[m=200-n=200-p=500-format='coo']
benchmarks/test_benchmark_coo.py
3.2 ms
test_matmul[m=200-n=200-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
3 ms
test_matmul[m=1000-n=500-p=200-format='gcxs']
benchmarks/test_benchmark_coo.py
5.3 ms
test_matmul[m=200-n=500-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
5.3 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=200-p=500]
benchmarks/test_benchmark_coo.py
5.7 ms
test_elemwise[gt-side=100-SciPy]
benchmarks/test_elemwise.py
429.8 µs
test_matmul[m=200-n=500-p=200-format='coo']
benchmarks/test_benchmark_coo.py
2.8 ms
test_matmul[m=200-n=500-p=200-format='gcxs']
benchmarks/test_benchmark_coo.py
4.9 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=200-p=200]
benchmarks/test_benchmark_coo.py
2.8 ms
test_elemwise[add-side=100-Numba]
benchmarks/test_elemwise.py
2.9 ms
test_elemwise[gt-side=1000-Finch]
benchmarks/test_elemwise.py
1.4 ms
test_matmul[m=200-n=500-p=500-format='coo']
benchmarks/test_benchmark_coo.py
4.4 ms
test_elemwise[gt-side=100-Numba]
benchmarks/test_elemwise.py
2.4 ms
test_matmul[m=200-n=500-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
3.7 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=1000-p=200]
benchmarks/test_benchmark_coo.py
4.1 ms
test_elemwise[gt-side=1000-SciPy]
benchmarks/test_elemwise.py
490.8 µs
test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=1000-p=500]
benchmarks/test_benchmark_coo.py
9 ms
test_elemwise[gt-side=500-Numba]
benchmarks/test_elemwise.py
2.5 ms
test_matmul[m=200-n=1000-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
11 ms
test_elemwise[gt-side=500-Finch]
benchmarks/test_elemwise.py
857.1 µs
test_matmul[m=500-n=1000-p=1000-format='coo']
benchmarks/test_benchmark_coo.py
21.7 ms
test_elemwise[gt-side=500-SciPy]
benchmarks/test_elemwise.py
446.7 µs
test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=500-p=200]
benchmarks/test_benchmark_coo.py
3.3 ms
test_matmul[m=500-n=1000-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
15.2 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=500-p=1000]
benchmarks/test_benchmark_coo.py
14.2 ms
test_elemwise[gt-side=1000-Numba]
benchmarks/test_elemwise.py
2.9 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=500-p=500]
benchmarks/test_benchmark_coo.py
6.9 ms
test_elemwise[mul-side=100-Numba]
benchmarks/test_elemwise.py
2.1 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=1000-n=200-p=1000]
benchmarks/test_benchmark_coo.py
11 ms
test_matmul[m=500-n=1000-p=200-format='gcxs']
benchmarks/test_benchmark_coo.py
7.9 ms
test_matmul[m=500-n=1000-p=200-format='coo']
benchmarks/test_benchmark_coo.py
5.9 ms
test_elemwise[mul-side=100-SciPy]
benchmarks/test_elemwise.py
441.3 µs
test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=1000-p=1000]
benchmarks/test_benchmark_coo.py
10 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=1000-p=200]
benchmarks/test_benchmark_coo.py
2.6 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=200-p=200]
benchmarks/test_benchmark_coo.py
1.4 ms
test_matmul[m=500-n=1000-p=500-format='coo']
benchmarks/test_benchmark_coo.py
12 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=1000-p=500]
benchmarks/test_benchmark_coo.py
5.3 ms
test_matmul[m=500-n=1000-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
15 ms
test_matmul[m=500-n=200-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
10 ms
test_elemwise[mul-side=100-Finch]
benchmarks/test_elemwise.py
663.9 µs
test_matmul[m=500-n=200-p=1000-format='coo']
benchmarks/test_benchmark_coo.py
7.7 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
1.2 ms
test_elemwise[mul-side=1000-Finch]
benchmarks/test_elemwise.py
706.9 µs
test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=200-p=1000]
benchmarks/test_benchmark_coo.py
3.9 ms
test_matmul[m=500-n=200-p=200-format='coo']
benchmarks/test_benchmark_coo.py
2.8 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 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=500-p=1000]
benchmarks/test_benchmark_coo.py
6.1 ms
test_elemwise[mul-side=1000-Numba]
benchmarks/test_elemwise.py
2.6 ms
test_elemwise[mul-side=1000-SciPy]
benchmarks/test_elemwise.py
524.8 µs
test_elemwise[mul-side=500-Finch]
benchmarks/test_elemwise.py
683.4 µs
test_elemwise[mul-side=500-SciPy]
benchmarks/test_elemwise.py
466.6 µs
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 ms
test_matmul[m=500-n=200-p=500-format='coo']
benchmarks/test_benchmark_coo.py
4.9 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=500-p=500]
benchmarks/test_benchmark_coo.py
3.5 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=500-p=200]
benchmarks/test_benchmark_coo.py
1.9 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=200-n=200-p=500]
benchmarks/test_benchmark_coo.py
2.4 ms
test_elemwise[mul-side=500-Numba]
benchmarks/test_elemwise.py
2.2 ms
test_matmul[m=500-n=200-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
6.7 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 ms
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 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=1000-p=500]
benchmarks/test_benchmark_coo.py
6.7 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 ms
test_matmul[m=500-n=500-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
9.9 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 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 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 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=1000-p=1000]
benchmarks/test_benchmark_coo.py
13.4 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
2.6 ms
test_matmul[m=500-n=500-p=1000-format='coo']
benchmarks/test_benchmark_coo.py
13.1 ms
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
2 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=1000-p=200]
benchmarks/test_benchmark_coo.py
3.2 ms
test_matmul[m=500-n=200-p=200-format='gcxs']
benchmarks/test_benchmark_coo.py
4.8 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
1.2 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 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 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 ms
test_matmul[m=500-n=500-p=200-format='coo']
benchmarks/test_benchmark_coo.py
4 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
3.7 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=200-p=200]
benchmarks/test_benchmark_coo.py
1.9 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 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
3.4 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 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=200-p=500]
benchmarks/test_benchmark_coo.py
3.6 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=500-p=1000]
benchmarks/test_benchmark_coo.py
8.7 ms
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 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
3 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=200-p=1000]
benchmarks/test_benchmark_coo.py
6.4 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 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
5.2 ms
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
2.2 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 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
2.4 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
10 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
3.5 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 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
5.7 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=1000-p=1000]
benchmarks/test_benchmark_coo.py
20.1 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
5.2 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=200-p=200]
benchmarks/test_benchmark_coo.py
2.8 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=200-p=1000]
benchmarks/test_benchmark_coo.py
11 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=200-p=500]
benchmarks/test_benchmark_coo.py
5.7 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=500-p=200]
benchmarks/test_benchmark_coo.py
2.4 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=1000-p=500]
benchmarks/test_benchmark_coo.py
9 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=500-p=200]
benchmarks/test_benchmark_coo.py
3.3 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
4.8 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=500-p=1000]
benchmarks/test_benchmark_coo.py
14.2 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
3 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 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=500-p=500]
benchmarks/test_benchmark_coo.py
6.9 ms
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 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=1000-p=200]
benchmarks/test_benchmark_coo.py
4.1 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
3.7 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
10.2 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
1.3 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
11.4 ms
test_gcxs_dot_ndarray[gcxs-0-axis-m=500-n=500-p=500]
benchmarks/test_benchmark_coo.py
4.8 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
1.2 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=1000-p=1000]
benchmarks/test_benchmark_coo.py
10.1 ms
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
1.9 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
2.1 ms
test_gcxs_dot_ndarray[gcxs-1-axis-m=200-n=1000-p=200]
benchmarks/test_benchmark_coo.py
2.6 ms
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 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 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 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 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
3.6 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 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
1.9 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
2.8 ms
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 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 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 ms
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 ms
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 ms
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
6.4 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 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 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
2.2 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
2.9 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 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 ms
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 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 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
2.7 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
2 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
3.7 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
3.6 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 ms
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 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
2.7 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
2.9 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
3.7 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
2.2 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
3.5 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
2.7 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 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
10.4 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
6 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 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 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 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
4.3 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
1.9 ms
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
3 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
3.5 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 ms
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 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
4.8 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 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
5.9 ms
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 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
5.3 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
17.3 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
2.7 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
9.3 ms
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