Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.159 │ 1 │ 0.159 │
│ 2 │ 0.084 │ 1 │ 0.084 │
│ 3 │ 0.086 │ 1 │ 0.086 │
│ 4 │ 0.083 │ 1 │ 0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.103 │ │ │
│ Median │ 0.085 │ │ │
│ Total │ 0.413 │ │ │
│ Max │ 0.159 │ │ │
│ Min │ 0.083 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.024 │ 1 │ 0.024 │
│ 2 │ 0.052 │ 1 │ 0.052 │
│ 3 │ 0.504 │ 1 │ 0.504 │
│ 4 │ 0.441 │ 1 │ 0.441 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.255 │ │ │
│ Median │ 0.247 │ │ │
│ Total │ 1.021 │ │ │
│ Max │ 0.504 │ │ │
│ Min │ 0.024 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793120365,796.67578125,28.2
RESULT (goal: minimize )Best value: 19.246914210525 a = 5 (r=0.968, strong positive correlation) b = 14.246914210525 (r=0.813, 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 19.2469 147.8047 73.4238 47.7397 4 a 5 93.602 33.099 36.2569 4 b 14.2469 54.2027 40.3248 15.534 4
