Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.077 │ 1 │ 0.077 │
│ 2 │ 0.052 │ 1 │ 0.052 │
│ 3 │ 0.051 │ 1 │ 0.051 │
│ 4 │ 0.053 │ 1 │ 0.053 │
│ 5 │ 0.054 │ 1 │ 0.054 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.058 │ │ │
│ Median │ 0.053 │ │ │
│ Total │ 0.288 │ │ │
│ Max │ 0.077 │ │ │
│ Min │ 0.051 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.020 │ 1 │ 0.020 │
│ 2 │ 0.048 │ 1 │ 0.048 │
│ 3 │ 0.530 │ 1 │ 0.530 │
│ 4 │ 0.579 │ 1 │ 0.579 │
│ 5 │ 0.398 │ 1 │ 0.398 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.315 │ │ │
│ Median │ 0.398 │ │ │
│ Total │ 1.575 │ │ │
│ Max │ 0.579 │ │ │
│ Min │ 0.020 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786528186,896.07421875,28.9
RESULT (goal: minimize )Best value: 1235431 x = 123 (r=1, strong positive correlation) y = 5431 (r=-0.96, strong negative 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.
Convergence Analysis Parameter statistics Parameter Min Max Mean Std Dev Count run_time 6 6 6 0 5 RESULT 1235431 7301604.2384 4349908.9796 2112679.0208 5 x 123 730 434.6 211.3978 5 y 1604.2384 5431 3908.9796 1353.5321 5
