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,1.814969219600000016612284525763,2.867647670800000270219243247993,-34,-79.80668723583221435546875,-98,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.94995692310000001690184490144,2.215152207400000072823331720429,-44,5.901516494494706499551739398157,1,4
2,1772004716,2,9f3c1494-edb4-4b09-90aa-4ed5160cdc63,1772004718,1772004724,6,./.tests/optimization_example --int_param='-83' --float_param='-90.81880654622602833115' --choice_param='16' --int_param_two='-14' --nr_results=2,0,,runnervmez679,-83,-14,-90.81880654622601412029325729236,16,2_0,COMPLETED,BOTORCH_MODULAR,1.671358833400000021285336515575,2.908698516499999886519844949362,-83,-90.818806546226028331147972494364,-14,16
3,1772004729,3,9f3c1494-edb4-4b09-90aa-4ed5160cdc63,1772004732,1772004738,6,./.tests/optimization_example --int_param='-61' --float_param='-24.28606560840727723871' --choice_param='16' --int_param_two='2' --nr_results=2,0,,runnervmez679,-61,2,-24.286065608407280791425364441238,16,3_0,COMPLETED,BOTORCH_MODULAR,1.905312260686520042796132656804,2.09260894669884978114282603201,-61,-24.286065608407277238711685640737,2,16
========================================================================
Current git-hash: bc2822b1871df4b2070f47480f70b1dd5f2faec4 (last fully tested stable version 1 commit ago [95422d9ad480c2b42aa4c975f8aa23637f180e31, 9267])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-25 07:31:53] ax.service.utils.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: 35aba261-e57b-46a0-9b9b-7b6331bc2de6
_________________________________________________
/ \
| OmniOpt2 - Exploring parameter space like a ninja |
| in a maze. |
\ /
=================================================
\
\
\
\
/ \\ //\\
|\\___/| / \\// \\\\
/0 0 \\__ / // | \\ \\
/ / \\/_/ // | \\ \\
\@_^_\@'/ \\/_ // | \\ \\
//_^_/ \\/_ // | \\ \\
( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
(( // / )) '/\\ / ~-. _ .-~ .-~^-. \\
(( /// )) `. { } / \\ \\
(( / )) .----~-.\\ \\-' .~ \\ `. \\^-.
///.----..> \\ _ -~ `. ^-` ^-_
///-._ _ _ _ _ _ _}^ - - - - ~ ~-- ,.-~
/.-~
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=18 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 │ -34 │ -79.80668723583221 │ -98 │ 1 │ 1.8149692196 │ 2.8676476708000003 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼────────────────────┤
│ 2 │ -83 │ -90.81880654622603 │ -14 │ 16 │ 1.6713588334 │ 2.9086985165 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼────────────────────┤
│ 3 │ -61 │ -24.286065608407277 │ 2 │ 16 │ 1.90531226068652 │ 2.09260894669885 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴────────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-02-25 07:31:55 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-02-25 07:31:56 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-02-25 07:31:56 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.79 s/job
2026-02-25 07:31:56 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, eval #1/1 start
2026-02-25 07:31:56 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, starting new job
2026-02-25 07:31:56 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, started new job
2026-02-25 07:32:05 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, new result: RESULT1: 1.671359, RESULT2: 2.908699
2026-02-25 07:32:08 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2026-02-25 07:32:09 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2026-02-25 07:32:09 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.50 s/job
2026-02-25 07:32:09 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, 3 done, eval #1/1 start
2026-02-25 07:32:09 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, 3 done, starting new job
2026-02-25 07:32:10 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, 3 done, started new job
2026-02-25 07:32:19 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.905312, RESULT2: 2.092609
2026-02-25 07:32:21 (9f3c1494-edb4-4b09-90aa-4ed5160cdc63): 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
1772004713,769.09375,28.2
