Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.076 │ 1 │ 0.076 │
│ 2 │ 0.043 │ 1 │ 0.043 │
│ 3 │ 0.045 │ 1 │ 0.045 │
│ 4 │ 0.044 │ 1 │ 0.044 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.052 │ │ │
│ Median │ 0.044 │ │ │
│ Total │ 0.208 │ │ │
│ Max │ 0.076 │ │ │
│ Min │ 0.043 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.014 │ 1 │ 0.014 │
│ 2 │ 0.028 │ 1 │ 0.028 │
│ 3 │ 0.247 │ 1 │ 0.247 │
│ 4 │ 0.203 │ 1 │ 0.203 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.123 │ │ │
│ Median │ 0.116 │ │ │
│ Total │ 0.493 │ │ │
│ Max │ 0.247 │ │ │
│ Min │ 0.014 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793115430,796.98046875,30.4
RESULT (goal: minimize )Best value: 16.5920562212 b = 11.592056221238 (r=0.965, strong positive correlation) a = 5 (r=0.942, 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 16.5921 179.3041 71.6585 63.44 4 a 5 79.7074 32.6978 29.0658 4 b 5 99.5967 38.9607 37.3483 4
