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ENH: transition to SciPy sparse arrays from matrices

#919Merged
Comparing
lucascolley:nd-scipy-coo
(
3bd5147
) with
main
(
5e5f0fd
)
CodSpeed Performance Gauge
-21%
Improvement
1
Regression
1
Untouched
338

Benchmarks

340 total
test_index_slice[side=100-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
-21%
1.7 ms2.2 ms
test_index_fancy[side=100-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+84%
1,384.2 µs751.2 µs
test_matmul[m=200-n=1000-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
7.5 ms7.4 ms
test_elemwise_broadcast[side=100-format='coo'-add]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
13.1 ms13 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
CodSpeed Performance Gauge
+1%
4.6 ms4.5 ms
test_matmul[m=500-n=500-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
6.2 ms6.1 ms
test_elemwise_broadcast[side=1000-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
97 ms96.4 ms
test_matmul[m=1000-n=500-p=200-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
5.9 ms5.8 ms
test_elemwise_broadcast[side=100-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
18.7 ms18.6 ms
test_matmul[m=1000-n=500-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
13.8 ms13.7 ms
test_elemwise[gt-side=100-Finch]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
0%
698.5 µs696.4 µs
test_elemwise_broadcast[side=1000-format='coo'-mul]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
78.9 ms78.7 ms
test_elemwise[side=1000-rank=2-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
11.3 ms11.2 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
CodSpeed Performance Gauge
0%
2.3 ms2.3 ms
test_elemwise[side=100-rank=3-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
13.8 ms13.8 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
CodSpeed Performance Gauge
0%
17.4 ms17.3 ms
test_elemwise[add-side=500-Finch]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
0%
866.5 µs865.1 µs
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
CodSpeed Performance Gauge
0%
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
CodSpeed Performance Gauge
0%
1.5 ms1.5 ms
test_index_slice[side=100-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
527.6 µs526.9 µs
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
CodSpeed Performance Gauge
0%
4.8 ms4.8 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
CodSpeed Performance Gauge
0%
3.4 ms3.4 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
CodSpeed Performance Gauge
0%
5.3 ms5.3 ms
test_index_scalar[side=100-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
264.1 µs263.9 µs
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=200-p=200]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
2.8 ms2.8 ms

Commits

Click on a commit to change the comparison range
Base
main
5e5f0fd
-21.2%
[pre-commit.ci] auto fixes from pre-commit.com hooks
3bd5147
17 days ago
by pre-commit-ci[bot]
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