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
0,1770528418,2,7cc740d6-050b-4c1d-b34a-e145fffa2d37,1770528420,1770528426,6,./.tests/optimization_example --int_param='-66' --float_param='-14.02072191238403320312' --choice_param='2' --int_param_two='-65',0,,runnervmwffz4,-66,-65,-14.02072191238403142676816059975,2,0_0,COMPLETED,SOBOL,-102753.998620682003092952072620391846,-66,-14.020721912384033203125,-65,2
1,1770528429,2,7cc740d6-050b-4c1d-b34a-e145fffa2d37,1770528431,1770528437,6,./.tests/optimization_example --int_param='2' --float_param='-58.26501457951962947845' --choice_param='hallo' --int_param_two='-3',0,,runnervmwffz4,2,-3,-58.265014579519622373027232242748,hallo,1_0,COMPLETED,SOBOL,-41260.740697468303551431745290756226,2,-58.26501457951962947845458984375,-3,hallo
========================================================================
Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-08 05:26:54] 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]`.
Run-UUID: 80732301-f220-4125-8207-1f079af03d4b
_________________________________________________
/ \
| OmniOpt2 - It’s a hyperparameter life – every twe |
| ak counts! |
\ /
=================================================
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/0 0 \\__ / // | \\ \\
/ / \\/_/ // | \\ \\
\@_^_\@'/ \\/_ // | \\ \\
//_^_/ \\/_ // | \\ \\
( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
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(( /// )) `. { } / \\ \\
(( / )) .----~-.\\ \\-' .~ \\ `. \\^-.
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///-._ _ _ _ _ _ _}^ - - - - ~ ~-- ,.-~
/.-~
omniopt --config_toml=.tests/example_config_cpu.toml --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/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=__main__tests__&run_nr=3 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -66 │ -65 │ -14.020721912384031 │ 2 │ -66 │ -14.020721912384033 │ -65 │ 2 │ -102753.998620682 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-02-08 05:26:58 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, Started OmniOpt2 run...
2026-02-08 05:26:58 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, getting new HP set (no sbatch)
2026-02-08 05:26:58 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-02-08 05:26:58 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, eval #1/1 start
2026-02-08 05:26:58 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, starting new job
2026-02-08 05:26:58 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, started new job
2026-02-08 05:27:07 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, new result: RESULT: -102753.998621
2026-02-08 05:27:09 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, best RESULT: -102753.998620682, finishing jobs, finished 1 job
2026-02-08 05:27:09 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, best RESULT: -102753.998620682, getting new HP set (no sbatch)
2026-02-08 05:27:09 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, best RESULT: -102753.998620682, requested 1 jobs, got 1, 0.09 s/job
2026-02-08 05:27:09 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, best RESULT: -102753.998620682, eval #1/1 start
2026-02-08 05:27:09 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, best RESULT: -102753.998620682, starting new job
2026-02-08 05:27:09 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, best RESULT: -102753.998620682, started new job
2026-02-08 05:27:18 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, best RESULT: -102753.998620682, new result: RESULT: -41260.740697
2026-02-08 05:27:20 (7cc740d6-050b-4c1d-b34a-e145fffa2d37): SOBOL, best RESULT: -102753.998620682, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1770528415,791.984375,27
