Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.154 │ 1 │ 0.154 │
│ 2 │ 0.087 │ 1 │ 0.087 │
│ 3 │ 0.085 │ 1 │ 0.085 │
│ 4 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.103 │ │ │
│ Median │ 0.086 │ │ │
│ Total │ 0.410 │ │ │
│ Max │ 0.154 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 0.054 │ 1 │ 0.054 │
│ 3 │ 0.505 │ 1 │ 0.505 │
│ 4 │ 0.401 │ 1 │ 0.401 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.246 │ │ │
│ Median │ 0.227 │ │ │
│ Total │ 0.982 │ │ │
│ Max │ 0.505 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793107733,796.15625,28.2
RESULT (goal: minimize )Best value: 16.5804418736 a = 11.580441873582 (r=0.968, strong positive correlation) b = 5 (r=0.949, 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 16.5804 155.4761 65.036 53.7818 4 a 5 84.2203 34.172 31.1013 4 b 5 71.2558 30.864 24.9478 4
