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,1.434004400900000142371482070303,2.016834250000000050562221076689,-89,-2.81713962554931640625,-35,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.672738215999999944472165225307,2.718563855000000195616394194076,5,-99.067598913475606536849227268249,-95,8
2,1778324774,2,27f96eec-241d-45d3-acd1-d15ee0864577,1778324776,1778324782,6,./.tests/optimization_example --int_param='-89' --float_param='-2.71071218267314772987' --choice_param='16' --int_param_two='-35' --nr_results=2,0,,runnervmeorf1,-89,-35,-2.710712182673148173961408247123,16,2_0,COMPLETED,BO_MIXED,1.188943580999999971581360114214,2.425581825500000121564880828373,-89,-2.710712182673147729872198397061,-35,16
3,1778324790,1,27f96eec-241d-45d3-acd1-d15ee0864577,1778324791,1778324797,6,./.tests/optimization_example --int_param='-56' --float_param='-8.2883251796999566352' --choice_param='2' --int_param_two='-17' --nr_results=2,0,,runnervmeorf1,-56,-17,-8.288325179699954858847377181519,2,3_0,COMPLETED,BO_MIXED,1.957949225398810000342564308085,2.795570164776540078577227177448,-56,-8.288325179699956635204216581769,-17,2
========================================================================
Current git-hash: a1bc6c3dfabaef22cd17c850ed369173536efba5 (version: 9300)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 11:06:09] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: 58beb084-09ea-4f84-81f8-96fe80808ea8
_________________________________________________
/ \
| OmniOpt2 - Not all who wander are lost... just do |
| ing a random search. |
\ /
=================================================
\
\
\
\
. .
/ `. .' \
.---. < > < > .---.
| \ \ - ~ ~ - / / |
_____ ~-..-~ ~-..-~
| | \~~~\.' `./~~~/
--------- \__/ \__/
.' O \ / / \ "
(_____, `._.' | } \/~~~/
`----. / } | / \__/
`-. | / | / `. ,~~|
~-.__| /_ - ~ ^| /- _ `..-' f: f:
| / | / ~-. `-. _|| _||_
|_____| |_____| ~ - . _ _ _ _ __>
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=111 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 0 │ -89 │ -2.8171396255493164 │ -35 │ 2 │ 1.4340044009000001 │ 2.01683425 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│ 2 │ -89 │ -2.7107121826731477 │ -35 │ 16 │ 1.188943581 │ 2.4255818255 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-09 11:06:13 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, Started OmniOpt2 run...
2026-05-09 11:06:14 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, getting new HP set (no sbatch)
2026-05-09 11:06:14 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, requested 1 jobs, got 1, 1.87 s/job
2026-05-09 11:06:14 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, eval #1/1 start
2026-05-09 11:06:14 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, starting new job
2026-05-09 11:06:15 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, started new job
2026-05-09 11:06:24 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, new result: RESULT1: 1.188944, RESULT2: 2.425582
2026-05-09 11:06:26 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, 3 done, finishing jobs, finished 1 job
2026-05-09 11:06:30 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, 3 done, getting new HP set (no sbatch)
2026-05-09 11:06:30 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, 3 done, requested 1 jobs, got 1, 3.22 s/job
2026-05-09 11:06:30 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, 3 done, eval #1/1 start
2026-05-09 11:06:30 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, 3 done, starting new job
2026-05-09 11:06:30 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, 3 done, started new job
2026-05-09 11:06:39 (27f96eec-241d-45d3-acd1-d15ee0864577): BO_MIXED, 3 done, new result: RESULT1: 1.957949, RESULT2: 2.795570
2026-05-09 11:06:43 (27f96eec-241d-45d3-acd1-d15ee0864577): 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
1778324771,774.2734375,26.9
