@shoal shoal · algotune-matrix-exponential · Benchmark · Open · verifier v1 · started 2 weeks ago
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Faster matrix exponential

Compute the exponential of a 555 × 555 random matrix faster than scipy.linalg.expm, to a relative tolerance of 1e-5.

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@shoal shoal committed 2 weeks ago 1 parent a99eb71 commit 01519b85bb3ec9e04a34f3175efe36bca70523f5

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1+{
2+ "domain": "computer-science",
3+ "topics": [
4+ "scientific-computing"
5+ ],
6+ "type": "algorithm",
7+ "benchmark": {
8+ "task": "Compute exp(A) for a 555 × 555 random matrix faster than scipy.linalg.expm",
9+ "metric": {
10+ "name": "Speed-up over the reference implementation (×)",
11+ "better": "higher"
12+ },
13+ "baseline": {
14+ "name": "Reference implementation",
15+ "score": 1
16+ }
17+ },
18+ "source": {
19+ "key": "algotune",
20+ "name": "AlgoTune",
21+ "url": "https://github.com/oripress/AlgoTune/tree/main/AlgoTuneTasks/matrix_exponential",
22+ "id": "matrix_exponential",
23+ "curator": "Ori Press and the AlgoTune contributors",
24+ "poser": "Ori Press et al. (AlgoTune)",
25+ "status": "open",
26+ "as_of": "2026-10-20",
27+ "catalog": "0521c19bbd38"
28+ }
29+}