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,1.075489425600000048532933760725,2.255057410200000056477165344404,-5,-20.78434646129608154296875,-58,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.639636718500000034381969271635,2.986725746699999906041966823977,-90,-97.787847827893259022857819218189,-5,hallo
2,1772006169,2,46140f5e-26fa-4c83-b9f2-f6526fb77fec,1772006171,1772006177,6,./.tests/optimization_example --int_param='-46' --float_param='10' --choice_param='1' --int_param_two='-100' --nr_results=2,0,,runnervmez679,-46,-100,10,1,2_0,COMPLETED,BOTORCH_MODULAR,1.06694768519999994005331700464,2.841406532400000184424015969853,-46,10,-100,1
3,1772006183,2,46140f5e-26fa-4c83-b9f2-f6526fb77fec,1772006185,1772006191,6,./.tests/optimization_example --int_param='-5' --float_param='-14.1596271513287188526' --choice_param='1' --int_param_two='-55' --nr_results=2,0,,runnervmez679,-5,-55,-14.159627151328718852596466604155,1,3_0,COMPLETED,BOTORCH_MODULAR,1.441312222582390001335284068773,2.812586319723290095851098158164,-5,-14.159627151328718852596466604155,-55,1
========================================================================
Current git-hash: 747fe7706a7fd36667018db94e6396efbd886d4b (last fully tested stable version 3 commits ago [bc2822b1871df4b2070f47480f70b1dd5f2faec4, 9268])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-25 07:56:05] 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: e40737be-71e2-44b3-95d3-6e0627f2904f
_________________________________________________
/ \
| OmniOpt2 - Tuning like a Jedi: Feel the force of |
| the optimal values. |
\ /
=================================================
\
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/ \\ //\\
|\\___/| / \\// \\\\
/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=22 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 │ -5 │ -20.78434646129608 │ -58 │ 1 │ 1.0754894256 │ 2.2550574102 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│ 2 │ -46 │ 10 │ -100 │ 1 │ 1.0669476852 │ 2.8414065324 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 07:56:08 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-02-25 07:56:09 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-02-25 07:56:09 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.02 s/job
2026-02-25 07:56:09 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, eval #1/1 start
2026-02-25 07:56:09 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, starting new job
2026-02-25 07:56:09 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, started new job
2026-02-25 07:56:18 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, new result: RESULT1: 1.066948, RESULT2: 2.841407
2026-02-25 07:56:21 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2026-02-25 07:56:23 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2026-02-25 07:56:23 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.48 s/job
2026-02-25 07:56:23 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, 3 done, eval #1/1 start
2026-02-25 07:56:23 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, 3 done, starting new job
2026-02-25 07:56:23 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, 3 done, started new job
2026-02-25 07:56:32 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.441312, RESULT2: 2.812586
2026-02-25 07:56:36 (46140f5e-26fa-4c83-b9f2-f6526fb77fec): 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
1772006165,768.46875,28.4
