Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.185 │ 1 │ 0.185 │
│ 2 │ 0.082 │ 1 │ 0.082 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.133 │ │ │
│ Median │ 0.133 │ │ │
│ Total │ 0.267 │ │ │
│ Max │ 0.185 │ │ │
│ Min │ 0.082 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.850 │ 1 │ 0.850 │
│ 2 │ 0.779 │ 1 │ 0.779 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.814 │ │ │
│ Median │ 0.814 │ │ │
│ Total │ 1.629 │ │ │
│ Max │ 0.850 │ │ │
│ Min │ 0.779 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793111487,797.10546875,28.5
RESULT (goal: minimize )Best value: -295282.74902228 int_param_two = -96 (r=0.97, strong positive correlation) float_param = -98.608604383168 (r=0.66, moderate positive correlation) int_param = -88 (r=0.624, moderate positive correlation) choice_param = 2 (r=0.381, 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 -35 -67.5 32.5 2 OO_Info_int_param_two -100 -100 -100 0 2 OO_Info_float_param -100 -47.4892 -73.7446 26.2554 2 OO_Info_choice_param 2 2 2 0 2 RESULT -295282.749 -21254.7722 -168399.2629 99822.0455 6 int_param -100 7 -57.6667 38.4433 6 float_param -100 -4.9371 -59.0575 35.2092 6 choice_param 2 16 5.3333 5.2493 6 int_param_two -100 -2 -60.8333 41.954 6
