Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.361 │ 1 │ 0.361 │
│ 2 │ 0.102 │ 1 │ 0.102 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.232 │ │ │
│ Median │ 0.232 │ │ │
│ Total │ 0.463 │ │ │
│ Max │ 0.361 │ │ │
│ Min │ 0.102 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 6.238 │ 1 │ 6.238 │
│ 2 │ 2.358 │ 1 │ 2.358 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 4.298 │ │ │
│ Median │ 4.298 │ │ │
│ Total │ 8.596 │ │ │
│ Max │ 6.238 │ │ │
│ Min │ 2.358 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793098226,921.015625,27
RESULT (goal: minimize )Best value: -220667.72 float_param = -100 (r=0.858, strong positive correlation) choice_param = 4 (r=0.72, strong positive correlation) int_param_two = -100 (r=0.692, moderate positive correlation) int_param = -5 (r=0.222, 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 -5 10 2.5 7.5 2 OO_Info_int_param_two -100 -31 -65.5 34.5 2 OO_Info_float_param -100 -100 -100 0 2 OO_Info_choice_param 4 4 4 0 2 RESULT -220667.72 -10129.6619 -122163.851 77352.9806 6 int_param -76 10 -24 31.2836 6 float_param -100 -0.6986 -58.1906 39.6062 6 choice_param 1 16 7.5 6.1033 6 int_param_two -100 6 -52.1667 39.3506 6
