Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.153 │ 1 │ 0.153 │
│ 2 │ 0.084 │ 1 │ 0.084 │
│ 3 │ 0.083 │ 1 │ 0.083 │
│ 4 │ 0.090 │ 1 │ 0.090 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.102 │ │ │
│ Median │ 0.087 │ │ │
│ Total │ 0.410 │ │ │
│ Max │ 0.153 │ │ │
│ Min │ 0.083 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 0.052 │ 1 │ 0.052 │
│ 3 │ 0.456 │ 1 │ 0.456 │
│ 4 │ 0.359 │ 1 │ 0.359 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.222 │ │ │
│ Median │ 0.205 │ │ │
│ Total │ 0.889 │ │ │
│ Max │ 0.456 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793103648,796.234375,28.3
RESULT (goal: minimize )Best value: 10 a = 5 (r=0.977, strong positive correlation) b = 5 (r=0.932, strong positive correlation) run_time = 6 (r=0, 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 6 6 0 4 RESULT 10 150.6446 59.7679 53.8213 4 a 5 91.1501 31.8709 35.3157 4 b 5 59.4945 27.897 20.7213 4
