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ENH: transition to SciPy sparse arrays from matrices
#919
Merged
Comparing
lucascolley:nd-scipy-coo
(
3bd5147
) with
main
(
5e5f0fd
)
CodSpeed Performance Gauge
-21%
Improvement
1
Regression
1
Untouched
338
No successful run was found on
main
(
352fc98
) during the generation of this report, so
5e5f0fd
was used instead as the comparison base. There might be some changes unrelated to this pull request in this report.
Benchmarks
Mode
CPU Simulation
Wall Time
Memory
Status
Regression
Improvement
Untouched
340 total
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_slice[side=100-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
-21%
1.7 ms
2.2 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_fancy[side=100-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+84%
1,384.2 µs
751.2 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_matmul[m=200-n=1000-p=1000-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
7.5 ms
7.4 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise_broadcast[side=100-format='coo'-add]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
13.1 ms
13 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
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 ms
4.5 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_matmul[m=500-n=500-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
6.2 ms
6.1 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise_broadcast[side=1000-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
97 ms
96.4 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_matmul[m=1000-n=500-p=200-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
5.9 ms
5.8 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise_broadcast[side=100-format='gcxs'-add]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
18.7 ms
18.6 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_matmul[m=1000-n=500-p=500-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
13.8 ms
13.7 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[gt-side=100-Finch]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
0%
698.5 µs
696.4 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise_broadcast[side=1000-format='coo'-mul]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
78.9 ms
78.7 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[side=1000-rank=2-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
11.3 ms
11.2 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
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 ms
2.3 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[side=100-rank=3-format='gcxs'-mul]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
13.8 ms
13.8 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
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 ms
17.3 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[add-side=500-Finch]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
0%
866.5 µs
865.1 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
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 ms
1.3 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
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 ms
1.5 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_slice[side=100-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
527.6 µs
526.9 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
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 ms
4.8 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
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 ms
3.4 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
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 ms
5.3 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_scalar[side=100-rank=1-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
264.1 µs
263.9 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_gcxs_dot_ndarray[gcxs-1-axis-m=1000-n=200-p=200]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
0%
2.8 ms
2.8 ms
1
2
...
14
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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