Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.078 │ 1 │ 0.078 │
│ 2 │ 0.049 │ 1 │ 0.049 │
│ 3 │ 0.044 │ 1 │ 0.044 │
│ 4 │ 0.043 │ 1 │ 0.043 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.053 │ │ │
│ Median │ 0.046 │ │ │
│ Total │ 0.214 │ │ │
│ Max │ 0.078 │ │ │
│ Min │ 0.043 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.014 │ 1 │ 0.014 │
│ 2 │ 0.027 │ 1 │ 0.027 │
│ 3 │ 0.241 │ 1 │ 0.241 │
│ 4 │ 0.200 │ 1 │ 0.200 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.120 │ │ │
│ Median │ 0.113 │ │ │
│ Total │ 0.482 │ │ │
│ Max │ 0.241 │ │ │
│ Min │ 0.014 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793093044,796.1171875,30.2
RESULT (goal: minimize )Best value: 17.098795943114 b = 5 (r=0.989, strong positive correlation) a = 12.098795943113 (r=0.944, 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 17.0988 151.6522 75.825 49.317 4 a 12.0988 55.8904 36.3943 15.7935 4 b 5 95.7617 39.4307 34.793 4
