Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.056 │ 1 │ 0.056 │
│ 2 │ 0.048 │ 1 │ 0.048 │
│ 3 │ 0.049 │ 1 │ 0.049 │
│ 4 │ 0.047 │ 1 │ 0.047 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.050 │ │ │
│ Median │ 0.049 │ │ │
│ Total │ 0.201 │ │ │
│ Max │ 0.056 │ │ │
│ Min │ 0.047 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.017 │ 1 │ 0.017 │
│ 2 │ 0.034 │ 1 │ 0.034 │
│ 3 │ 0.354 │ 1 │ 0.354 │
│ 4 │ 0.319 │ 1 │ 0.319 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.181 │ │ │
│ Median │ 0.176 │ │ │
│ Total │ 0.723 │ │ │
│ Max │ 0.354 │ │ │
│ Min │ 0.017 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786642450,769.19921875,29.4
RESULT (goal: minimize )Best value: 53.284168896089 a = 5 (r=0.852, strong positive correlation) b = 48.284168896089 (r=-0.033, 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 53.2842 139.0138 92.4743 33.1024 4 a 5 98.7814 30.3378 39.6366 4 b 40.2324 94.3169 62.1365 20.7367 4
