Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.223 │ 1 │ 0.223 │
│ 2 │ 0.077 │ 1 │ 0.077 │
│ 3 │ 0.079 │ 1 │ 0.079 │
│ 4 │ 0.073 │ 1 │ 0.073 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.113 │ │ │
│ Median │ 0.078 │ │ │
│ Total │ 0.451 │ │ │
│ Max │ 0.223 │ │ │
│ Min │ 0.073 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.027 │ 1 │ 0.027 │
│ 2 │ 0.068 │ 1 │ 0.068 │
│ 3 │ 0.690 │ 1 │ 0.690 │
│ 4 │ 0.542 │ 1 │ 0.542 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.332 │ │ │
│ Median │ 0.305 │ │ │
│ Total │ 1.327 │ │ │
│ Max │ 0.690 │ │ │
│ Min │ 0.027 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793048635,919.3046875,27.2
RESULT (goal: minimize )Best value: 20.8834973114 b = 5 (r=0.954, strong positive correlation) a = 15.883497311435 (r=0.879, 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 20.8835 166.5536 67.3962 58.3531 4 a 5 66.9403 33.3307 24.4167 4 b 5 99.6132 34.0655 38.6667 4
