Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.112 │ 1 │ 0.112 │
│ 2 │ 0.056 │ 1 │ 0.056 │
│ 3 │ 0.057 │ 1 │ 0.057 │
│ 4 │ 0.058 │ 1 │ 0.058 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.071 │ │ │
│ Median │ 0.058 │ │ │
│ Total │ 0.284 │ │ │
│ Max │ 0.112 │ │ │
│ Min │ 0.056 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.019 │ 1 │ 0.019 │
│ 2 │ 0.048 │ 1 │ 0.048 │
│ 3 │ 0.652 │ 1 │ 0.652 │
│ 4 │ 0.923 │ 1 │ 0.923 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.410 │ │ │
│ Median │ 0.350 │ │ │
│ Total │ 1.641 │ │ │
│ Max │ 0.923 │ │ │
│ Min │ 0.019 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786615179,898.90625,28.7
RESULT (goal: minimize )Best value: 69.653776987476 b = 5 (r=0.495, moderate positive correlation) a = 64.653776987476 (r=0.14, weak 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 69.6538 104.6212 90.2129 14.43 4 a 42.2765 99.6212 69.9186 20.5202 4 b 5 60.5959 20.2943 23.3794 4
