Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.114 │ 1 │ 0.114 │
│ 2 │ 0.059 │ 1 │ 0.059 │
│ 3 │ 0.055 │ 1 │ 0.055 │
│ 4 │ 0.057 │ 1 │ 0.057 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.071 │ │ │
│ Median │ 0.058 │ │ │
│ Total │ 0.284 │ │ │
│ Max │ 0.114 │ │ │
│ Min │ 0.055 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.020 │ 1 │ 0.020 │
│ 2 │ 0.048 │ 1 │ 0.048 │
│ 3 │ 0.705 │ 1 │ 0.705 │
│ 4 │ 0.766 │ 1 │ 0.766 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.385 │ │ │
│ Median │ 0.376 │ │ │
│ Total │ 1.538 │ │ │
│ Max │ 0.766 │ │ │
│ Min │ 0.020 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786696480,899.5546875,28.7
RESULT (goal: minimize )Best value: 51.458148931806 b = 5 (r=0.842, strong positive correlation) a = 46.458148931806 (r=-0.09, weak negative 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 51.4581 127.0478 86.8274 30.0823 4 a 31.2972 87.1948 56.2813 20.564 4 b 5 95.7506 30.5462 37.9341 4
