Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.138 │ 1 │ 0.138 │
│ 2 │ 0.063 │ 1 │ 0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.101 │ │ │
│ Median │ 0.101 │ │ │
│ Total │ 0.201 │ │ │
│ Max │ 0.138 │ │ │
│ Min │ 0.063 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.631 │ 1 │ 0.631 │
│ 2 │ 0.616 │ 1 │ 0.616 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.624 │ │ │
│ Median │ 0.624 │ │ │
│ Total │ 1.248 │ │ │
│ Max │ 0.631 │ │ │
│ Min │ 0.616 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793090376,796.24609375,28.7
RESULT (goal: minimize )Best value: -171754.40206561 int_param_two = -100 (r=0.708, strong positive correlation) choice_param = 16 (r=-0.628, moderate negative correlation) int_param = -73 (r=0.36, weak positive correlation) float_param = 3.236989347447 (r=-0.345, 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 -73 -15 -44 29 2 OO_Info_int_param_two -100 -100 -100 0 2 OO_Info_float_param 3.237 10 6.6185 3.3815 2 OO_Info_choice_param 16 16 16 0 2 RESULT -171754.4021 -99536.6785 -131752.1535 24736.7301 6 int_param -96 -10 -51 32.7058 6 float_param -87.1797 10 -30.6425 40.6999 6 choice_param 1 16 8.6667 7.3409 6 int_param_two -100 4 -62.5 38.0603 6
