Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.043 │ 1 │ 0.043 │
│ 2 │ 0.036 │ 1 │ 0.036 │
│ 3 │ 0.037 │ 1 │ 0.037 │
│ 4 │ 0.038 │ 1 │ 0.038 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.039 │ │ │
│ Median │ 0.038 │ │ │
│ Total │ 0.154 │ │ │
│ Max │ 0.043 │ │ │
│ Min │ 0.036 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.013 │ 1 │ 0.013 │
│ 2 │ 0.024 │ 1 │ 0.024 │
│ 3 │ 0.251 │ 1 │ 0.251 │
│ 4 │ 0.209 │ 1 │ 0.209 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.124 │ │ │
│ Median │ 0.116 │ │ │
│ Total │ 0.496 │ │ │
│ Max │ 0.251 │ │ │
│ Min │ 0.013 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786611022,769.4609375,30.7
RESULT (goal: minimize )Best value: 31.30401500613 a = 5 (r=0.834, strong positive correlation) b = 26.30401500613 (r=0.473, moderate 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 31.304 119.5394 77.8745 31.3137 4 a 5 72.6914 26.3703 27.7121 4 b 26.304 73.6862 51.5042 17.3758 4
