Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.321 │ 1 │ 0.321 │
│ 2 │ 0.098 │ 1 │ 0.098 │
│ 3 │ 0.100 │ 1 │ 0.100 │
│ 4 │ 0.099 │ 1 │ 0.099 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.155 │ │ │
│ Median │ 0.099 │ │ │
│ Total │ 0.619 │ │ │
│ Max │ 0.321 │ │ │
│ Min │ 0.098 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.034 │ 1 │ 0.034 │
│ 2 │ 0.086 │ 1 │ 0.086 │
│ 3 │ 1.188 │ 1 │ 1.188 │
│ 4 │ 0.716 │ 1 │ 0.716 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.506 │ │ │
│ Median │ 0.401 │ │ │
│ Total │ 2.025 │ │ │
│ Max │ 1.188 │ │ │
│ Min │ 0.034 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793091178,919.84765625,26.9
RESULT (goal: minimize )Best value: 27.6323508471 b = 13.261010572314 (r=0.936, strong positive correlation) a = 14.371340274811 (r=0.928, 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 27.6324 187.5014 76.4294 64.5609 4 a 5 91.4697 38.472 33.656 4 b 5 96.0317 37.9574 35.5981 4
