Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.137 │ 1 │ 0.137 │
│ 2 │ 0.063 │ 1 │ 0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.100 │ │ │
│ Median │ 0.100 │ │ │
│ Total │ 0.200 │ │ │
│ Max │ 0.137 │ │ │
│ Min │ 0.063 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.539 │ 1 │ 0.539 │
│ 2 │ 0.430 │ 1 │ 0.430 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.485 │ │ │
│ Median │ 0.485 │ │ │
│ Total │ 0.970 │ │ │
│ Max │ 0.539 │ │ │
│ Min │ 0.430 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793086472,795.46484375,28.7
RESULT (goal: minimize )Best value: -283800.96720017 int_param = -99 (r=0.757, strong positive correlation) float_param = -89.62982996929 (r=0.713, strong positive correlation) choice_param = 1 (r=0.673, moderate positive correlation) int_param_two = -88 (r=0.525, 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 -100 -100 -100 0 2 OO_Info_int_param_two -100 -41 -70.5 29.5 2 OO_Info_float_param -100 -43.7857 -71.8928 28.1072 2 OO_Info_choice_param 1 1 1 0 2 RESULT -283800.9672 -43737.3902 -173592.6879 87259.0377 6 int_param -100 -19 -73.5 36.8001 6 float_param -100 2.3972 -52.8192 38.8537 6 choice_param 1 8 2.8333 2.5441 6 int_param_two -100 1 -57.6667 32.8312 6
