Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.186 │ 1 │ 0.186 │
│ 2 │ 0.080 │ 1 │ 0.080 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.133 │ │ │
│ Median │ 0.133 │ │ │
│ Total │ 0.266 │ │ │
│ Max │ 0.186 │ │ │
│ Min │ 0.080 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.686 │ 1 │ 0.686 │
│ 2 │ 0.547 │ 1 │ 0.547 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.617 │ │ │
│ Median │ 0.617 │ │ │
│ Total │ 1.233 │ │ │
│ Max │ 0.686 │ │ │
│ Min │ 0.547 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793088246,795.60546875,28.1
RESULT (goal: minimize )Best value: -200863.0739799 int_param_two = -100 (r=0.808, strong positive correlation) int_param = 5 (r=-0.762, strong negative correlation) float_param = -90.606984044001 (r=0.665, 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 5 10 7.5 2.5 2 OO_Info_int_param_two -100 -61 -80.5 19.5 2 OO_Info_float_param -100 -90.607 -95.3035 4.6965 2 OO_Info_choice_param 2 2 2 0 2 RESULT -200863.074 -61127.6915 -130021.3639 44963.1708 6 int_param -72 10 -24.5 34.4226 6 float_param -100 9.8276 -57.9354 44.1363 6 choice_param No numerical statistics available int_param_two -100 4 -53.5 40.4217 6
