Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.112 │ 1 │ 0.112 │
│ 2 │ 0.056 │ 1 │ 0.056 │
│ 3 │ 0.055 │ 1 │ 0.055 │
│ 4 │ 0.056 │ 1 │ 0.056 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.070 │ │ │
│ Median │ 0.056 │ │ │
│ Total │ 0.279 │ │ │
│ Max │ 0.112 │ │ │
│ Min │ 0.055 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.020 │ 1 │ 0.020 │
│ 2 │ 0.047 │ 1 │ 0.047 │
│ 3 │ 1.129 │ 1 │ 1.129 │
│ 4 │ 0.612 │ 1 │ 0.612 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.452 │ │ │
│ Median │ 0.329 │ │ │
│ Total │ 1.807 │ │ │
│ Max │ 1.129 │ │ │
│ Min │ 0.020 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786643492,899.75,28.6
RESULT (goal: minimize )Best value: 34.836978844958 b = 5 (r=0.982, strong positive correlation) a = 29.836978844958 (r=0.917, 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 34.837 107.9917 70.3103 26.4351 4 a 29.837 53.1255 44.5376 8.8157 4 b 5 54.8662 25.7727 18.687 4
