Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.189 │ 1 │ 0.189 │
│ 2 │ 0.099 │ 1 │ 0.099 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.144 │ │ │
│ Median │ 0.144 │ │ │
│ Total │ 0.288 │ │ │
│ Max │ 0.189 │ │ │
│ Min │ 0.099 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.969 │ 1 │ 0.969 │
│ 2 │ 0.827 │ 1 │ 0.827 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.898 │ │ │
│ Median │ 0.898 │ │ │
│ Total │ 1.796 │ │ │
│ Max │ 0.969 │ │ │
│ Min │ 0.827 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793090149,795.796875,28.2
RESULT (goal: minimize )Best value: -331437.32 int_param = -100 (r=0.954, strong positive correlation) int_param_two = -100 (r=0.949, strong positive correlation) float_param = -100 (r=0.923, strong positive correlation) choice_param = 16 (r=-0.213, 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 2 OO_Info_int_param -100 10 -45 55 2 OO_Info_int_param_two -100 10 -45 55 2 OO_Info_float_param -100 10 -45 55 2 OO_Info_choice_param 8 16 12 4 2 RESULT -331437.32 -1198.92 -152991.7937 127865.2966 6 int_param -100 10 -58.1667 43.0404 6 float_param -100 10 -51.6561 40.201 6 choice_param 1 16 9.6667 6.7495 6 int_param_two -100 10 -48.5 41.3874 6
