Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.248 │ 1 │ 0.248 │
│ 2 │ 0.075 │ 1 │ 0.075 │
│ 3 │ 0.076 │ 1 │ 0.076 │
│ 4 │ 0.074 │ 1 │ 0.074 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.118 │ │ │
│ Median │ 0.075 │ │ │
│ Total │ 0.472 │ │ │
│ Max │ 0.248 │ │ │
│ Min │ 0.074 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.029 │ 1 │ 0.029 │
│ 2 │ 0.067 │ 1 │ 0.067 │
│ 3 │ 1.188 │ 1 │ 1.188 │
│ 4 │ 0.434 │ 1 │ 0.434 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.429 │ │ │
│ Median │ 0.251 │ │ │
│ Total │ 1.718 │ │ │
│ Max │ 1.188 │ │ │
│ Min │ 0.029 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793104305,920.953125,27.6
RESULT (goal: minimize )Best value: 10 a = 5 (r=0.981, strong positive correlation) b = 5 (r=0.926, strong positive correlation) run_time = 6 (r=0, weak negative correlation)
Top-5 Best Results Parameter Sensitivity Ranking Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.
Parameter statistics Parameter Min Max Mean Std Dev Count run_time 6 6 6 0 4 RESULT 10 155.8789 68.0974 54.8841 4 a 5 97.1009 34.1846 37.6916 4 b 5 58.778 33.9129 19.321 4
