Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.369 │ 1 │ 0.369 │
│ 2 │ 0.111 │ 1 │ 0.111 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.240 │ │ │
│ Median │ 0.240 │ │ │
│ Total │ 0.479 │ │ │
│ Max │ 0.369 │ │ │
│ Min │ 0.111 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 3.191 │ 1 │ 3.191 │
│ 2 │ 2.822 │ 1 │ 2.822 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 3.007 │ │ │
│ Median │ 3.007 │ │ │
│ Total │ 6.014 │ │ │
│ Max │ 3.191 │ │ │
│ Min │ 2.822 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793088431,920.75390625,26.8
RESULT (goal: minimize )Best value: -188451.72 float_param = -100 (r=0.919, strong positive correlation) int_param_two = 10 (r=-0.748, strong negative correlation) choice_param = 4 (r=0.71, strong positive correlation) int_param = -83 (r=0.644, moderate 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 -83 -91.5 8.5 2 OO_Info_int_param_two 10 10 10 0 2 OO_Info_float_param -100 -27.3145 -63.6573 36.3427 2 OO_Info_choice_param 4 4 4 0 2 RESULT -188451.72 -91687.6101 -138969.7652 35271.1801 6 int_param -100 -25 -71.5 30.9987 6 float_param -100 9.5486 -47.148 38.2487 6 choice_param 1 16 7.5 6.1033 6 int_param_two -93 10 -24 44.7437 6
