Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.364 │ 1 │ 0.364 │
│ 2 │ 0.106 │ 1 │ 0.106 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.235 │ │ │
│ Median │ 0.235 │ │ │
│ Total │ 0.470 │ │ │
│ Max │ 0.364 │ │ │
│ Min │ 0.106 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 4.332 │ 1 │ 4.332 │
│ 2 │ 4.678 │ 1 │ 4.678 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 4.505 │ │ │
│ Median │ 4.505 │ │ │
│ Total │ 9.009 │ │ │
│ Max │ 4.678 │ │ │
│ Min │ 4.332 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793105730,920.69921875,27
RESULT (goal: minimize )Best value: -295629.32 int_param_two = -100 (r=0.964, strong positive correlation) float_param = -100 (r=0.856, strong positive correlation) choice_param = 1 (r=0.526, moderate positive correlation) int_param = -82 (r=0.185, weak positive 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 -82 -50 -66 16 2 OO_Info_int_param_two -100 -100 -100 0 2 OO_Info_float_param -100 -100 -100 0 2 OO_Info_choice_param 1 1 1 0 2 RESULT -295629.32 -62429.952 -171098.1815 83085.7961 6 int_param -82 -1 -43.3333 28.6221 6 float_param -100 -0.4574 -71.086 38.3463 6 choice_param 1 16 4.8333 5.5802 6 int_param_two -100 -39 -73.3333 23.9699 6
