AlgoTune SciPy speed-ups
Faster scientific-computing functions that still match SciPy’s output (placeholder)
Declare the evaluation and the baseline
浏览文件+33 −0 scienceslack.json 新增 查看文件
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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 | +} | |