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,1.585620479000000138114501169184,2.655368102299999755189219285967,-62,-18.429896831512451171875,-92,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.451556387899999966961672726029,2.924074458699999823352300154511,9,-71.812384077216748323735373560339,10,8
2,1778326844,2,0f87572a-5be1-4822-8e58-d19c1775bb5a,1778326846,1778326852,6,./.tests/optimization_example --int_param='-91' --float_param='-92.2140375494934261269' --choice_param='1' --int_param_two='-3' --nr_results=2,0,,runnervmrc6n4,-91,-3,-92.214037549493426126900885719806,1,2_0,COMPLETED,BOTORCH_MODULAR,1.72750189980000001810367393773,2.290512896200000092505888460437,-91,-92.214037549493426126900885719806,-3,1
3,1778326857,1,0f87572a-5be1-4822-8e58-d19c1775bb5a,1778326858,1778326864,6,./.tests/optimization_example --int_param='-14' --float_param='-11.10624139974919977192' --choice_param='1' --int_param_two='-14' --nr_results=2,0,,runnervmrc6n4,-14,-14,-11.106241399749199771918029000517,1,3_0,COMPLETED,BOTORCH_MODULAR,1.305712980291900082718825615302,2.240081576953770081672701053321,-14,-11.106241399749199771918029000517,-14,1
========================================================================
Current git-hash: 7d04f3b04cc038a14898910e7a1fde53755e73b2 (last fully tested stable version 1 commit ago [c99ea5b5d1c5a159c42b89b699933c2aaf9a748f, 9303])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 11:40:40] 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: 85ac5c20-cab7-4c9a-a0be-f885bb3aa275
________________________________
| OmniOpt2 - better than OmniOpt1! |
================================
\
\
\
\
.-=-==--==--.
..-==" ,'o`) `.
,' `"' \
: ( `.__...._
| ) / `-=-.
: ,vv.-._ / / `---==-._
\/\/\/VV ^ d88`;' / `.
`` ^/d88P!' / , `._
^/ !' ,. , / "-,,__,,--'""""-.
^/ !' ,' \ . .( ( _ ) ) ) ) ))_,-.\
^(__ ,!',"' ;:+.:%:a. \:.. . ,' ) ) ) ) ,"' '
',,,'',' /o:::":%:%a. \:.:.: . ) ) _,'
"""' ;':::'' `+%%%a._ \%:%| ;.). _,-""
,-='_.-' ``:%::) )%:| /:._,"
(/(/" ," ,'_,'%%%: (_,'
( (//(`.___; \
\ \ ` `
`. `. `. :
\. . .\ : . . . :
\. . .: `.. . .:
`..:.:\ \:...\
;:.:.; ::...:
):%:: :::::;
__,::%:( :::::
,;:%%%%%%%: ;:%::
;,--""-.`\ ,=--':%:%:\
/" "| /-".:%%%%%%%\
;,-"'`)%%)
/" "|
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=126 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 3 │ -14 │ -11.1062413997492 │ -14 │ 1 │ 1.3057129802919 │ 2.24008157695377 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴─────────────────┴──────────────────┘
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 11:40:43 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-05-09 11:40:44 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-05-09 11:40:44 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.65 s/job
2026-05-09 11:40:44 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, eval #1/1 start
2026-05-09 11:40:44 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, starting new job
2026-05-09 11:40:44 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, started new job
2026-05-09 11:40:53 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, new result: RESULT1: 1.727502, RESULT2: 2.290513
2026-05-09 11:40:55 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2026-05-09 11:40:57 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2026-05-09 11:40:57 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.28 s/job
2026-05-09 11:40:57 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, 3 done, eval #1/1 start
2026-05-09 11:40:57 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, 3 done, starting new job
2026-05-09 11:40:57 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, 3 done, started new job
2026-05-09 11:41:06 (0f87572a-5be1-4822-8e58-d19c1775bb5a): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.305713, RESULT2: 2.240082
2026-05-09 11:41:08 (0f87572a-5be1-4822-8e58-d19c1775bb5a): 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
1778326841,744.0390625,28.3
