trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.013079060299999945016224955907,2.173742871099999973694139043801,-95,-94.035158045589923858642578125,2,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.018489666100000023973848328751,2.773379566200000034825734473998,-9,7.320091779851265911815971776377,-68,2
2,1777791508,2,f3d50af8-e851-440e-a6af-1940daea6fdf,1777791510,1777791516,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='4' --int_param_two='-64' --nr_results=2,0,,runnervmeorf1,-100,-64,-100,4,2_0,COMPLETED,BOTORCH_MODULAR,1.416096600499999969002828947851,2.925875128299999961001276460593,-100,-100,-64,4
3,1777791522,2,f3d50af8-e851-440e-a6af-1940daea6fdf,1777791524,1777791530,6,./.tests/optimization_example --int_param='-68' --float_param='-42.32294282797224838077' --choice_param='4' --int_param_two='10' --nr_results=2,0,,runnervmeorf1,-68,10,-42.322942827972248380774544784799,4,3_0,COMPLETED,BOTORCH_MODULAR,1.124393886028890010564396106929,2.080637517708479933276066731196,-68,-42.322942827972248380774544784799,10,4
========================================================================
Current git-hash: 997d0a84c9f3676ab83077d5b431c1fe7626cc5c (version: 9290)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-03 06:58:23] ax.storage.sqa_store.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: 7584ad78-109a-4751-b70f-863e9d5d0c19
_________________________________________________
/ \
| OmniOpt2 - Makes grid search look like it's still |
| on dial-up. |
\ /
=================================================
\
\
\
\
.-=-==--==--.
..-==" ,'o`) `.
,' `"' \
: ( `.__...._
| ) / `-=-.
: ,vv.-._ / / `---==-._
\/\/\/VV ^ d88`;' / `.
`` ^/d88P!' / , `._
^/ !' ,. , / "-,,__,,--'""""-.
^/ !' ,' \ . .( ( _ ) ) ) ) ))_,-.\
^(__ ,!',"' ;:+.:%:a. \:.. . ,' ) ) ) ) ,"' '
',,,'',' /o:::":%:%a. \:.:.: . ) ) _,'
"""' ;':::'' `+%%%a._ \%:%| ;.). _,-""
,-='_.-' ``:%::) )%:| /:._,"
(/(/" ," ,'_,'%%%: (_,'
( (//(`.___; \
\ \ ` `
`. `. `. :
\. . .\ : . . . :
\. . .: `.. . .:
`..:.:\ \:...\
;:.:.; ::...:
):%:: :::::;
__,::%:( :::::
,;:%%%%%%%: ;:%::
;,--""-.`\ ,=--':%:%:\
/" "| /-".:%%%%%%%\
;,-"'`)%%)
/" "|
omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=80 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 4 steps.
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=2
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ rangeparameter │ -100 │ 10 │ │ int │ No │
│ float_param │ rangeparameter │ -100 │ 10 │ │ float │ No │
│ choice_param │ choiceparameter │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ rangeparameter │ -100 │ 10 │ │ int │ No │
└───────────────┴─────────────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1 │ min │
│ RESULT2 │ min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT1 ┃ RESULT2 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 0 │ -95 │ -94.03515804558992 │ 2 │ 4 │ 1.0130790603 │ 2.1737428711 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ -68 │ -42.32294282797225 │ 10 │ 4 │ 1.12439388602889 │ 2.08063751770848 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-03 06:58:27 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-05-03 06:58:28 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-05-03 06:58:28 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.10 s/job
2026-05-03 06:58:28 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, eval #1/1 start
2026-05-03 06:58:28 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, starting new job
2026-05-03 06:58:28 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, started new job
2026-05-03 06:58:37 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, new result: RESULT1: 1.416097, RESULT2: 2.925875
2026-05-03 06:58:40 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2026-05-03 06:58:42 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2026-05-03 06:58:42 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.65 s/job
2026-05-03 06:58:42 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, 3 done, eval #1/1 start
2026-05-03 06:58:42 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, 3 done, starting new job
2026-05-03 06:58:42 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, 3 done, started new job
2026-05-03 06:58:51 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.124394, RESULT2: 2.080638
2026-05-03 06:58:54 (f3d50af8-e851-440e-a6af-1940daea6fdf): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1777791505,773.9609375,26.9
