Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.155 │ 1 │ 0.155 │
│ 2 │ 0.089 │ 1 │ 0.089 │
│ 3 │ 0.086 │ 1 │ 0.086 │
│ 4 │ 0.088 │ 1 │ 0.088 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.104 │ │ │
│ Median │ 0.089 │ │ │
│ Total │ 0.418 │ │ │
│ Max │ 0.155 │ │ │
│ Min │ 0.086 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 0.055 │ 1 │ 0.055 │
│ 3 │ 0.450 │ 1 │ 0.450 │
│ 4 │ 0.394 │ 1 │ 0.394 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.230 │ │ │
│ Median │ 0.225 │ │ │
│ Total │ 0.922 │ │ │
│ Max │ 0.450 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793103590,796.17578125,28.2
RESULT (goal: minimize )Best value: 13.1905758361 a = 8.1905758361394 (r=0.96, strong positive correlation) b = 5 (r=0.931, 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 13.1906 145.4621 57.9031 51.5885 4 a 5 81.9823 32.7321 30.8467 4 b 5 63.4798 25.1711 23.6206 4
