Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.375 │ 1 │ 0.375 │
│ 2 │ 0.111 │ 1 │ 0.111 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.243 │ │ │
│ Median │ 0.243 │ │ │
│ Total │ 0.486 │ │ │
│ Max │ 0.375 │ │ │
│ Min │ 0.111 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 4.789 │ 1 │ 4.789 │
│ 2 │ 2.686 │ 1 │ 2.686 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 3.737 │ │ │
│ Median │ 3.737 │ │ │
│ Total │ 7.475 │ │ │
│ Max │ 4.789 │ │ │
│ Min │ 2.686 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793113187,921.98828125,26.8
RESULT (goal: minimize )Best value: -222909.2453561 int_param = -100 (r=0.937, strong positive correlation) float_param = -12.112350382406 (r=-0.936, strong negative correlation) int_param_two = -100 (r=0.908, strong positive correlation) choice_param = 8 (r=0.276, 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 6 6 0 2 OO_Info_int_param -100 -100 -100 0 2 OO_Info_int_param_two -100 -100 -100 0 2 OO_Info_float_param -12.1124 10 -1.0562 11.0562 2 OO_Info_choice_param 8 8 8 0 2 RESULT -222909.2454 -84797.0163 -159134.8522 50503.6501 6 int_param -100 7 -58.5 41.2906 6 float_param -99.5218 10 -46.0389 37.7627 6 choice_param 2 16 7.6667 4.3843 6 int_param_two -100 -10 -63.8333 37.5696 6
