Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.179 │ 1 │ 0.179 │
│ 2 │ 0.083 │ 1 │ 0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.131 │ │ │
│ Median │ 0.131 │ │ │
│ Total │ 0.262 │ │ │
│ Max │ 0.179 │ │ │
│ Min │ 0.083 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.683 │ 1 │ 0.683 │
│ 2 │ 0.626 │ 1 │ 0.626 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.654 │ │ │
│ Median │ 0.654 │ │ │
│ Total │ 1.309 │ │ │
│ Max │ 0.683 │ │ │
│ Min │ 0.626 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793091384,795.90234375,28.4
RESULT (goal: minimize )Best value: -135998.99164546 int_param_two = -100 (r=0.807, strong positive correlation) int_param = 10 (r=-0.696, moderate negative correlation) float_param = -46.286325317243 (r=0.338, weak positive correlation) choice_param = 2 (r=-0.096, 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 10 10 10 0 2 OO_Info_int_param_two -100 -100 -100 0 2 OO_Info_float_param -46.2863 -0.4815 -23.3839 22.9024 2 OO_Info_choice_param 2 2 2 0 2 RESULT -135998.9916 -36773.8787 -97694.3731 31128.7732 6 int_param -73 10 -18.6667 33.365 6 float_param -87.8196 8.3596 -34.3102 37.3188 6 choice_param 1 8 2.8333 2.3393 6 int_param_two -100 2 -53.6667 41.7 6
