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,1.668521345899999897000043347361,2.320384917400000190923492482398,-99,-26.23394787311553955078125,-53,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.200622058800000058198520491715,2.76920030600000011133943189634,5,-99.355061456962232568912440910935,-4,1
2,1778324349,2,b4bfe1b5-f3a5-4266-9017-122de30d7f6f,1778324351,1778324357,6,./.tests/optimization_example --int_param='5' --float_param='-99.52767481326034726408' --choice_param='2' --int_param_two='-4' --nr_results=2,0,,runnervmrc6n4,5,-4,-99.527674813260333053221984300762,2,2_0,COMPLETED,BO_MIXED,1.651494347299999887468402448576,2.42514234699999997602049006673,5,-99.527674813260347264076699502766,-4,2
3,1778324364,1,b4bfe1b5-f3a5-4266-9017-122de30d7f6f,1778324365,1778324372,7,./.tests/optimization_example --int_param='-12' --float_param='-59.90042836548054339119' --choice_param='1' --int_param_two='-58' --nr_results=2,0,,runnervmrc6n4,-12,-58,-59.900428365480543391186074586585,1,3_0,COMPLETED,BO_MIXED,1.403248271047240036679681907117,2.152424115079579980402968431008,-12,-59.900428365480543391186074586585,-58,1
========================================================================
Current git-hash: a1bc6c3dfabaef22cd17c850ed369173536efba5 (last fully tested stable version 1 commit ago [cd62f18b5a7084cd1b34cc9972b8b3a2643139be, 9299])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:59:05] 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: eb5e241d-e0cd-4241-bad5-85d1f43397b0
_________________________________________________
/ \
| OmniOpt2 - It’s a hyperparameter life – every twe |
| ak counts! |
\ /
=================================================
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/ \\ //\\
|\\___/| / \\// \\\\
/0 0 \\__ / // | \\ \\
/ / \\/_/ // | \\ \\
\@_^_\@'/ \\/_ // | \\ \\
//_^_/ \\/_ // | \\ \\
( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
(( // / )) '/\\ / ~-. _ .-~ .-~^-. \\
(( /// )) `. { } / \\ \\
(( / )) .----~-.\\ \\-' .~ \\ `. \\^-.
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///-._ _ _ _ _ _ _}^ - - - - ~ ~-- ,.-~
/.-~
omniopt --continue runs/multi_results_2_results_BO_MIXED/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1
Continuation from runs/multi_results_2_results_BO_MIXED/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_BO_MIXED&run_nr=3 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BO_MIXED 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 1 │ 5 │ -99.35506145696223 │ -4 │ 1 │ 1.2006220588 │ 2.769200306 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ -12 │ -59.90042836548054 │ -58 │ 1 │ 1.40324827104724 │ 2.15242411507958 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │ 7.00 sec │ 6.50 sec │ 6.50 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-09 10:59:07 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, Started OmniOpt2 run...
2026-05-09 10:59:09 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, getting new HP set (no sbatch)
2026-05-09 10:59:09 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, requested 1 jobs, got 1, 1.82 s/job
2026-05-09 10:59:09 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, eval #1/1 start
2026-05-09 10:59:09 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, starting new job
2026-05-09 10:59:09 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, started new job
2026-05-09 10:59:18 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, new result: RESULT1: 1.651494, RESULT2: 2.425142
2026-05-09 10:59:21 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, 3 done, finishing jobs, finished 1 job
2026-05-09 10:59:24 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, 3 done, getting new HP set (no sbatch)
2026-05-09 10:59:24 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, 3 done, requested 1 jobs, got 1, 3.10 s/job
2026-05-09 10:59:24 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, 3 done, eval #1/1 start
2026-05-09 10:59:24 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, 3 done, starting new job
2026-05-09 10:59:24 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, 3 done, started new job
2026-05-09 10:59:33 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, 3 done, new result: RESULT1: 1.403248, RESULT2: 2.152424
2026-05-09 10:59:35 (b4bfe1b5-f3a5-4266-9017-122de30d7f6f): BO_MIXED, 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
1778324345,744.125,28.3
