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AlgoTune SciPy speed-ups
Faster scientific-computing functions that still match SciPy’s output (placeholder)
| 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 | } |