Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.073 │ 1 │ 0.073 │
│ 2 │ 0.049 │ 1 │ 0.049 │
│ 3 │ 0.048 │ 1 │ 0.048 │
│ 4 │ 0.051 │ 1 │ 0.051 │
│ 5 │ 0.050 │ 1 │ 0.050 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.054 │ │ │
│ Median │ 0.050 │ │ │
│ Total │ 0.272 │ │ │
│ Max │ 0.073 │ │ │
│ Min │ 0.048 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.019 │ 1 │ 0.019 │
│ 2 │ 0.045 │ 1 │ 0.045 │
│ 3 │ 0.463 │ 1 │ 0.463 │
│ 4 │ 0.330 │ 1 │ 0.330 │
│ 5 │ 0.769 │ 1 │ 0.769 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.325 │ │ │
│ Median │ 0.330 │ │ │
│ Total │ 1.625 │ │ │
│ Max │ 0.769 │ │ │
│ Min │ 0.019 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786527447,896.3984375,29.2
RESULT (goal: minimize )Best value: 1232196.8640195 x = 123 (r=1, strong positive correlation) y = 2196.8640194944 (r=-0.592, moderate 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 1232196.864 6371368.4584 2597745.1955 1955193.5287 5 x 123 637 259.4 195.6186 5 y 1368.4584 5431 3745.1955 1675.4909 5
