Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.369 │ 1 │ 0.369 │
│ 2 │ 0.105 │ 1 │ 0.105 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.237 │ │ │
│ Median │ 0.237 │ │ │
│ Total │ 0.474 │ │ │
│ Max │ 0.369 │ │ │
│ Min │ 0.105 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 5.113 │ 1 │ 5.113 │
│ 2 │ 6.488 │ 1 │ 6.488 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 5.800 │ │ │
│ Median │ 5.800 │ │ │
│ Total │ 11.600 │ │ │
│ Max │ 6.488 │ │ │
│ Min │ 5.113 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793090184,920.73828125,26.9
RESULT (goal: minimize )Best value: -196274.45417245 int_param = -74 (r=0.803, strong positive correlation) choice_param = 8 (r=-0.776, strong negative correlation) float_param = -73.720730543137 (r=0.656, moderate positive correlation) int_param_two = -80 (r=-0.176, 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 -100 10 -45 55 2 OO_Info_int_param_two -53 7 -23 30 2 OO_Info_float_param -100 2.5471 -48.7264 51.2736 2 OO_Info_choice_param 8 8 8 0 2 RESULT -196274.4542 -64332.4827 -130216.1246 52782.2563 6 int_param -100 10 -42.3333 44.7127 6 float_param -100 9.6256 -41.6803 49.5535 6 choice_param 1 8 6.1667 2.7335 6 int_param_two -80 7 -50.8333 32.2873 6
