Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.353 │ 1 │ 0.353 │
│ 2 │ 0.106 │ 1 │ 0.106 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.229 │ │ │
│ Median │ 0.229 │ │ │
│ Total │ 0.459 │ │ │
│ Max │ 0.353 │ │ │
│ Min │ 0.106 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 3.402 │ 1 │ 3.402 │
│ 2 │ 2.269 │ 1 │ 2.269 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 2.835 │ │ │
│ Median │ 2.835 │ │ │
│ Total │ 5.671 │ │ │
│ Max │ 3.402 │ │ │
│ Min │ 2.269 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793054307,920.8359375,26.8
RESULT (goal: minimize )Best value: -187942.79062365 float_param = -88.006381836758 (r=0.896, strong positive correlation) int_param_two = -96 (r=0.26, weak positive correlation) int_param = 10 (r=-0.125, 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 7 6.5 0.5 2 OO_Info_int_param -37 10 -13.5 23.5 2 OO_Info_int_param_two -96 -52 -74 22 2 OO_Info_float_param -95.9988 -88.0064 -92.0026 3.9962 2 OO_Info_choice_param 4 4 4 0 2 RESULT -187942.7906 -46338.5914 -135967.5175 46517.2008 6 int_param -95 10 -33.8333 41.9659 6 float_param -95.9988 -3.7044 -60.725 38.1412 6 choice_param No numerical statistics available int_param_two -96 -3 -53.5 33.8662 6
