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,RESULT,int_param,float_param,int_param_two,choice_param
0,1777667697,2,65b582df-371d-42d3-9970-7609005d7ebd,1777667699,1777667705,6,./.tests/optimization_example --int_param='-85' --float_param='-80.99160775542259216309' --choice_param='2' --int_param_two='-70',0,,runnervmeorf1,-85,-70,-80.9916077554225921630859375,2,0_0,COMPLETED,SOBOL,-210905.686043624999001622200012207031,-85,-80.9916077554225921630859375,-70,2
1,1777667708,2,65b582df-371d-42d3-9970-7609005d7ebd,1777667710,1777667716,6,./.tests/optimization_example --int_param='-33' --float_param='-37.0434263814240694046' --choice_param='1' --int_param_two='-35',0,,runnervmeorf1,-33,-35,-37.04342638142406940460205078125,1,1_0,COMPLETED,SOBOL,-48159.817018902198469731956720352173,-33,-37.04342638142406940460205078125,-35,1
========================================================================
Current git-hash: b50b0047e00bec42f485a7cfa2dd30407325ab3c (last fully tested stable version 2 commits ago [3669a7dd9138090647baf283e6316589853bd460, 9282])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-01 20:34:53] 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]`.
Run-UUID: 455433f5-caf3-43a0-bc4d-a21e2ff12a02
_________________________________________________
/ \
| OmniOpt2 - Channeling my inner Gandalf: ‘You shal |
| l not pass... without fine-tuning!’ |
\ /
=================================================
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/ / \\/_/ // | \\ \\
\@_^_\@'/ \\/_ // | \\ \\
//_^_/ \\/_ // | \\ \\
( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
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(( /// )) `. { } / \\ \\
(( / )) .----~-.\\ \\-' .~ \\ `. \\^-.
///.----..> \\ _ -~ `. ^-` ^-_
///-._ _ _ _ _ _ _}^ - - - - ~ ~-- ,.-~
/.-~
omniopt --config_json=.tests/example_config_cpu.json --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/2
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=__main__tests__&run_nr=107 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 2 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)'
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ range │ -100 │ 10 │ │ int │ No │
│ float_param │ range │ -100 │ 10 │ │ float │ No │
│ choice_param │ choice │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ range │ -100 │ 10 │ │ int │ No │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT │ min │
└─────────────┴─────────────┘
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)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -85 │ -70 │ -80.99160775542259 │ 2 │ -85 │ -80.99160775542259 │ -70 │ 2 │ -210905.686043625 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-01 20:34:57 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, Started OmniOpt2 run...
2026-05-01 20:34:57 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, getting new HP set (no sbatch)
2026-05-01 20:34:57 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-05-01 20:34:57 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, eval #1/1 start
2026-05-01 20:34:57 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, starting new job
2026-05-01 20:34:57 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, started new job
2026-05-01 20:35:06 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, new result: RESULT: -210905.686044
2026-05-01 20:35:08 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, best RESULT: -210905.686043625, finishing jobs, finished 1 job
2026-05-01 20:35:08 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, best RESULT: -210905.686043625, getting new HP set (no sbatch)
2026-05-01 20:35:08 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, best RESULT: -210905.686043625, requested 1 jobs, got 1, 0.11 s/job
2026-05-01 20:35:08 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, best RESULT: -210905.686043625, eval #1/1 start
2026-05-01 20:35:08 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, best RESULT: -210905.686043625, starting new job
2026-05-01 20:35:08 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, best RESULT: -210905.686043625, started new job
2026-05-01 20:35:17 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, best RESULT: -210905.686043625, new result: RESULT: -48159.817019
2026-05-01 20:35:18 (65b582df-371d-42d3-9970-7609005d7ebd): SOBOL, best RESULT: -210905.686043625, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1777667695,771.08984375,26.9
