Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.074 │ 1 │ 0.074 │
│ 2 │ 0.052 │ 1 │ 0.052 │
│ 3 │ 0.049 │ 1 │ 0.049 │
│ 4 │ 0.051 │ 1 │ 0.051 │
│ 5 │ 0.050 │ 1 │ 0.050 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.055 │ │ │
│ Median │ 0.051 │ │ │
│ Total │ 0.277 │ │ │
│ Max │ 0.074 │ │ │
│ Min │ 0.049 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.019 │ 1 │ 0.019 │
│ 2 │ 0.044 │ 1 │ 0.044 │
│ 3 │ 0.470 │ 1 │ 0.470 │
│ 4 │ 0.456 │ 1 │ 0.456 │
│ 5 │ 1.152 │ 1 │ 1.152 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.428 │ │ │
│ Median │ 0.456 │ │ │
│ Total │ 2.141 │ │ │
│ Max │ 1.152 │ │ │
│ Min │ 0.019 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786850518,897.1640625,29.5
1786850583,917.6328125,8.2
RESULT (goal: minimize )Best value: 1231234 x = 123 (r=1, strong positive correlation) y = 1234 (r=-0.335, weak 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 1231234 7131788.658 2640781.2736 2263740.4093 5 x 123 713 263.8 226.4318 5 y 1234 5431 2781.2736 1723.9878 5
