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,1.947297503500000193099594980595,2.749296815700000173876560438657,-65,-98.51381384767591953277587890625,-16,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.890041343000000040319719118997,2.158037931099999973127978591947,-67,9.087514683233608892010124691296,-97,8
2,1778081079,1,44382799-0b81-4f09-80d1-44b8576aedb9,1778081080,1778081087,7,./.tests/optimization_example --int_param='3' --float_param='10' --choice_param='8' --int_param_two='-100' --nr_results=2,0,,runnervmrc6n4,3,-100,10,8,2_0,COMPLETED,BOTORCH_MODULAR,1.508115590900000135832215164555,2.176550684099999966036875775899,3,10,-100,8
3,1778081092,1,44382799-0b81-4f09-80d1-44b8576aedb9,1778081093,1778081099,6,./.tests/optimization_example --int_param='5' --float_param='-34.54800886259126713185' --choice_param='8' --int_param_two='-79' --nr_results=2,0,,runnervmrc6n4,5,-79,-34.548008862591267131847416749224,8,3_0,COMPLETED,BOTORCH_MODULAR,1.160213686366659890936148258334,2.923797162340150190829035636852,5,-34.548008862591267131847416749224,-79,8
========================================================================
Current git-hash: f2198bbca0ddfa2c54bbdce11bcb585e9153edd1 (last fully tested stable version 1 commit ago [5b9cac200aabb178fc786587006924630ac64f87, 9297])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 15:24:35] 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: 16582c0c-0a5c-4e30-a508-dc33b439836c
_________________________________________________
/ \
| OmniOpt2 - Adjusting the dials, one click at a ti |
| me. |
\ /
=================================================
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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=107 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 1 │ -67 │ 9.087514683233609 │ -97 │ 8 │ 1.890041343 │ 2.1580379311 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 2 │ 3 │ 10 │ -100 │ 8 │ 1.5081155909000001 │ 2.1765506841 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 3 │ 5 │ -34.54800886259127 │ -79 │ 8 │ 1.16021368636666 │ 2.92379716234015 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-06 15:24:37 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-05-06 15:24:39 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-05-06 15:24:39 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.09 s/job
2026-05-06 15:24:39 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, eval #1/1 start
2026-05-06 15:24:39 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, starting new job
2026-05-06 15:24:39 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, started new job
2026-05-06 15:24:48 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, new result: RESULT1: 1.508116, RESULT2: 2.176551
2026-05-06 15:24:50 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2026-05-06 15:24:51 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2026-05-06 15:24:51 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.50 s/job
2026-05-06 15:24:52 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, 3 done, eval #1/1 start
2026-05-06 15:24:52 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, 3 done, starting new job
2026-05-06 15:24:52 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, 3 done, started new job
2026-05-06 15:25:01 (44382799-0b81-4f09-80d1-44b8576aedb9): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.160214, RESULT2: 2.923797
2026-05-06 15:25:03 (44382799-0b81-4f09-80d1-44b8576aedb9): 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
1778081075,743.7421875,28.3
