Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.337 │ 1 │ 0.337 │
│ 2 │ 0.103 │ 1 │ 0.103 │
│ 3 │ 0.102 │ 1 │ 0.102 │
│ 4 │ 0.104 │ 1 │ 0.104 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.162 │ │ │
│ Median │ 0.104 │ │ │
│ Total │ 0.647 │ │ │
│ Max │ 0.337 │ │ │
│ Min │ 0.102 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.036 │ 1 │ 0.036 │
│ 2 │ 0.086 │ 1 │ 0.086 │
│ 3 │ 1.197 │ 1 │ 1.197 │
│ 4 │ 0.685 │ 1 │ 0.685 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.501 │ │ │
│ Median │ 0.386 │ │ │
│ Total │ 2.004 │ │ │
│ Max │ 1.197 │ │ │
│ Min │ 0.036 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793115064,922.2421875,26.8
1793115124,955.06640625,13.8
RESULT (goal: minimize )Best value: 10 b = 5 (r=0.998, strong positive correlation) a = 5 (r=0.997, strong positive correlation) run_time = 6 (r=-0.055, 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.
Parameter statistics Parameter Min Max Mean Std Dev Count run_time 6 7 6.25 0.433 4 RESULT 10 167.9198 63.5959 62.8386 4 a 5 74.4159 30.8385 26.7213 4 b 5 93.5039 32.7573 36.2576 4
