Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.277 │ 1 │ 0.277 │
│ 2 │ 0.081 │ 1 │ 0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.179 │ │ │
│ Median │ 0.179 │ │ │
│ Total │ 0.358 │ │ │
│ Max │ 0.277 │ │ │
│ Min │ 0.081 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 2.073 │ 1 │ 2.073 │
│ 2 │ 3.047 │ 1 │ 3.047 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 2.560 │ │ │
│ Median │ 2.560 │ │ │
│ Total │ 5.121 │ │ │
│ Max │ 3.047 │ │ │
│ Min │ 2.073 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793091836,921.203125,27.2
RESULT (goal: minimize )Best value: -235394.72355592 float_param = -87.508704215288 (r=0.891, strong positive correlation) choice_param = 1 (r=0.635, moderate positive correlation) int_param_two = -99 (r=0.623, moderate positive correlation) int_param = -60 (r=-0.073, 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 6 6 0 2 OO_Info_int_param -47 -18 -32.5 14.5 2 OO_Info_int_param_two -100 -100 -100 0 2 OO_Info_float_param -100 -15.5265 -57.7632 42.2368 2 OO_Info_choice_param 1 1 1 0 2 RESULT -235394.7236 -76840.5953 -152129.8046 60115.6694 6 int_param -82 6 -46.1667 31.3072 6 float_param -100 -1.0702 -49.2654 38.9747 6 choice_param 1 8 2.3333 2.5604 6 int_param_two -100 9 -68.5 42.1772 6
