Run-UUID: 1ef3d8d5-626c-4e98-8679-a5df1bfb1115
_________________________________________________
/ \
| OmniOpt2 - Climbing the hyperparameter mountain.. |
| . Montana Sacra style! |
\ /
=================================================
\
\
\
\
.-=-==--==--.
..-==" ,'o`) `.
,' `"' \
: ( `.__...._
| ) / `-=-.
: ,vv.-._ / / `---==-._
\/\/\/VV ^ d88`;' / `.
`` ^/d88P!' / , `._
^/ !' ,. , / "-,,__,,--'""""-.
^/ !' ,' \ . .( ( _ ) ) ) ) ))_,-.\
^(__ ,!',"' ;:+.:%:a. \:.. . ,' ) ) ) ) ,"' '
',,,'',' /o:::":%:%a. \:.:.: . ) ) _,'
"""' ;':::'' `+%%%a._ \%:%| ;.). _,-""
,-='_.-' ``:%::) )%:| /:._,"
(/(/" ," ,'_,'%%%: (_,'
( (//(`.___; \
\ \ ` `
`. `. `. :
\. . .\ : . . . :
\. . .: `.. . .:
`..:.:\ \:...\
;:.:.; ::...:
):%:: :::::;
__,::%:( :::::
,;:%%%%%%%: ;:%::
;,--""-.`\ ,=--':%:%:\
/" "| /-".:%%%%%%%\
;,-"'`)%%)
/" "|
./omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=adding_old_jobs_to_new_jobs --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --load_data_from_existing_jobs /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/0 /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/1
Run-folder : /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/ 2
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=adding_old_jobs_to_new_jobs&run_nr=272 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=1
Experiment parameters
┏━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━┓
┃ ┃ ┃ Lower ┃ Upper ┃ ┃ ┃ Log ┃
┃ Name ┃ Type ┃ bound ┃ bound ┃ Values ┃ Type ┃ Scale? ┃
┡━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━┩
│ int_param │ range │ -100 │ 10 │ │ int │ No │
│ float_pa… │ range │ -100 │ 10 │ │ float │ No │
│ choice_p… │ choice │ │ │ 1, 2, 4, │ │ │
│ │ │ │ │ 8, 16, │ │ │
│ │ │ │ │ hallo │ │ │
│ int_para… │ range │ -100 │ 10 │ │ int │ No │
└───────────┴────────┴────────────┴───────────┴────────────┴───────┴───────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT │ min │
└─────────────┴─────────────┘
Inserted 2 jobs from /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/0/results.csv
Inserted 2 jobs from /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/1/results.csv
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not │
│ │ │ │ a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────┘
Best RESULT, min (total: 2 + inserted jobs: 4)
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━┳━━━━━━━━┳━━━━━━━┳━━━━━━━━┓
┃ OO_In… ┃ OO_In… ┃ OO_In… ┃ OO_In… ┃ int_p… ┃ floa… ┃ choic… ┃ int_… ┃ RESULT ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━╇━━━━━━━━╇━━━━━━━╇━━━━━━━━┩
│ nan │ nan │ nan │ nan │ -93 │ 3.31… │ 1 │ -78 │ -1646… │
└────────┴────────┴────────┴────────┴────────┴───────┴────────┴───────┴────────┘
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 6.00 sec │ 6.00 sec │ 6.00 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
╭─ ─────────────────────────── OmniOpt2 Run Summary ─────────────────────────── ─╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 6 done / 2 submitted │
│ ⏱️ Duration: 29s │
│ 🏆 Best RESULT: -164657.4775841866 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_ne │
│ 🤖 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────╯
2026-10-27 19:48:24 (b14ea51b-ccfa-410b-9c13-7c01f299e341): SOBOL, best RESULT: -164657.47758418662, ▃█▁▅, Started OmniOpt2 run...
2026-10-27 19:48:25 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.47758418662, ▃█▁▅, getting new HP set (no sbatch)
2026-10-27 19:48:25 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.47758418662, ▃█▁▅, requested 1 jobs, got 1, 0.54 s/job
2026-10-27 19:48:25 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.47758418662, ▃█▁▅, eval #1/1 start
2026-10-27 19:48:25 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.47758418662, ▃█▁▅, starting new job
2026-10-27 19:48:25 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.47758418662, ▃█▁▅, started new job
2026-10-27 19:48:34 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.47758418662, ▃█▁▅, new result: RESULT: -94841.591158
2026-10-27 19:48:35 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.4775841866, ▄█▂▅▁, finishing jobs, finished 1 job
2026-10-27 19:48:35 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.4775841866, ▄█▂▅▁, getting new HP set (no sbatch)
2026-10-27 19:48:35 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.4775841866, ▄█▂▅▁, requested 1 jobs, got 1, 0.41 s/job
2026-10-27 19:48:35 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.4775841866, ▄█▂▅▁, eval #1/1 start
2026-10-27 19:48:35 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.4775841866, ▄█▂▅▁, starting new job
2026-10-27 19:48:36 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.4775841866, ▄█▂▅▁, started new job
2026-10-27 19:48:45 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.4775841866, ▄█▂▅▁, new result: RESULT: -150865.885270
2026-10-27 19:48:46 (b14ea51b-ccfa-410b-9c13-7c01f299e341): BOTORCH_MODULAR, best RESULT: -164657.4775841866, ▄█▂▅▁▆, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793130502,796.859375,29.3
RESULT (goal: minimize )Best value: -164657.47758419 int_param_two = -78 (r=0.752, strong positive correlation) float_param = 3.3101010625898 (r=-0.181, weak negative correlation) choice_param = 1 (r=-0.113, weak negative correlation) int_param = -93 (r=-0.04, 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.
Convergence Analysis Parameter statistics Parameter Min Max Mean Std Dev Count run_time 6 6 6 0 2 OO_Info_int_param -79 -77 -78 1 2 OO_Info_int_param_two -86 -44 -65 21 2 OO_Info_float_param -6.1147 9.8319 1.8586 7.9733 2 OO_Info_choice_param 1 1 1 0 2 RESULT -164657.4776 -94841.5912 -130713.0537 24259.2385 6 int_param -93 10 -63.3333 33.6782 6 float_param -67.9871 9.8319 -28.5555 31.6434 6 choice_param 1 16 4.8333 5.5802 6 int_param_two -99 -13 -60.1667 29.8519 6
