Perceptron prediction
ml · machine_learning
Run integer-feature perceptron predictions across many samples.
🏆 Winner
pypy3-system with a warm median of 0.6584 ms — 2.02x faster than pyvorin-project-venv (50.4% quicker)
Adapter Comparison
Latest Results by Adapter
| Adapter | Warm median ms | Warm mean ms | Cold median ms | Success |
|---|---|---|---|---|
| pypy3-system 🏆 | 0.6584 | 0.6514 | 3.6875 | 100% |
| pyvorin-project-venv | 1.3270 | 1.5069 | 2.3814 | 100% |
| codon-system | 1.4838 | 1.4800 | 1.4379 | 100% |
| cpython-system | 11.9285 | 11.9426 | 12.4771 | 100% |
| graalpy-system | 12.1592 | 13.8201 | 15.7993 | 100% |
Trend Series
Recent Snapshots
| Recorded at | Adapter | Parameter set | Warm median ms | Success rate |
|---|---|---|---|---|
| 2026-07-19 12:39:15.307284 | pyvorin-project-venv | small | 1.3270 | 100% |
| 2026-07-19 12:34:20.503353 | pypy3-system | small | 0.6584 | 100% |
| 2026-07-19 12:33:39.081108 | graalpy-system | small | 12.1592 | 100% |
| 2026-07-19 12:30:56.418578 | cpython-system | small | 11.9285 | 100% |
| 2026-07-19 12:29:38.007139 | codon-system | small | 1.4838 | 100% |
| 2026-07-19 09:17:44.671504 | pyvorin-project-venv | small | 1.3387 | 100% |
| 2026-07-19 09:12:59.198342 | pypy3-system | small | 0.6701 | 100% |
| 2026-07-19 09:12:18.897430 | graalpy-system | small | 16.2153 | 100% |
| 2026-07-19 09:08:40.848183 | cpython-system | small | 12.0320 | 100% |
| 2026-07-19 09:05:33.082344 | pypy3-system | small | 0.6619 | 100% |
| 2026-07-19 09:04:52.025623 | graalpy-system | small | 16.3623 | 100% |
| 2026-07-19 09:02:15.146747 | cpython-system | small | 12.0525 | 100% |
| 2026-07-19 09:00:48.989845 | codon-system | small | 0.0000 | 0% |
| 2026-07-19 08:03:32.978204 | pyvorin-project-venv | small | 1.2759 | 100% |
| 2026-07-19 07:56:44.491056 | cpython-system | small | 11.8870 | 100% |