Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.183 │ 1 │ 0.183 │
│ 2 │ 0.082 │ 1 │ 0.082 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.133 │ │ │
│ Median │ 0.133 │ │ │
│ Total │ 0.266 │ │ │
│ Max │ 0.183 │ │ │
│ Min │ 0.082 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.841 │ 1 │ 0.841 │
│ 2 │ 0.601 │ 1 │ 0.601 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.721 │ │ │
│ Median │ 0.721 │ │ │
│ Total │ 1.443 │ │ │
│ Max │ 0.841 │ │ │
│ Min │ 0.601 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793098040,796.1484375,28.4
RESULT (goal: minimize )Best value: -221002.92 float_param = -100 (r=0.842, strong positive correlation) int_param_two = -100 (r=0.817, strong positive correlation) choice_param = 8 (r=-0.643, moderate negative correlation) int_param = -6 (r=-0.068, 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 7 6.5 0.5 2 OO_Info_int_param -6 10 2 8 2 OO_Info_int_param_two -100 -13 -56.5 43.5 2 OO_Info_float_param -100 -100 -100 0 2 OO_Info_choice_param 8 8 8 0 2 RESULT -221002.92 -9287.4833 -125285.8687 74413.8177 6 int_param -80 10 -26 33.3467 6 float_param -100 1.4457 -57.9396 44.5392 6 choice_param 2 8 5.6667 2.4267 6 int_param_two -100 5 -45.6667 44.233 6
