Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.367 │ 1 │ 0.367 │
│ 2 │ 0.107 │ 1 │ 0.107 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.237 │ │ │
│ Median │ 0.237 │ │ │
│ Total │ 0.474 │ │ │
│ Max │ 0.367 │ │ │
│ Min │ 0.107 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 4.343 │ 1 │ 4.343 │
│ 2 │ 2.759 │ 1 │ 2.759 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 3.551 │ │ │
│ Median │ 3.551 │ │ │
│ Total │ 7.102 │ │ │
│ Max │ 4.343 │ │ │
│ Min │ 2.759 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793114040,921.40234375,26.8
RESULT (goal: minimize )Best value: -232986.92 float_param = -100 (r=0.733, strong positive correlation) int_param = -100 (r=0.728, strong positive correlation) int_param_two = -30 (r=-0.382, weak negative correlation) choice_param = 8 (r=0.328, 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 -100 -100 -100 0 2 OO_Info_int_param_two -30 10 -10 20 2 OO_Info_float_param -100 -93.7216 -96.8608 3.1392 2 OO_Info_choice_param 8 8 8 0 2 RESULT -232986.92 -98706.2139 -145285.2891 54276.8398 6 int_param -100 7 -57 45.0999 6 float_param -100 1.5635 -61.3346 37.2857 6 choice_param 4 16 10 4.4721 6 int_param_two -94 10 -28.6667 40.8887 6
