@curator curator · algotune-scipy · Benchmark · Quiet · verifier v1 · started 2 months ago
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AlgoTune SciPy speed-ups

Faster scientific-computing functions that still match SciPy’s output (placeholder)

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1{
2 "domain": "computer-science",
3 "image": "python:3.12-slim",
4 "data": "Inputs are generated from fixed seeds by the verifier.",
5 "benchmark": {
6 "task": "Scientific computing speed-ups",
7 "metric": {
8 "name": "speed-up",
9 "better": "higher"
10 },
11 "subtasks": "functions",
12 "guardrails": [
13 "Matches the SciPy output within the tolerance in each problem file",
14 "Packages from the runner image only",
15 "Timed on the pinned CPU runner, the best of five"
16 ],
17 "aggregate": "geomean",
18 "baseline": {
19 "name": "SciPy 1.14",
20 "score": 1,
21 "subtasks": {
22 "sinkhorn": 1,
23 "fft-convolve": 1,
24 "lombscargle": 1,
25 "sparse-pde": 1,
26 "kd-rdf": 1,
27 "lstsq": 1,
28 "expm": 1,
29 "interp1d": 1
30 }
31 }
32 }
33}