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,1.977647107900000200686463358579,2.5915445118000000057634224504,-58,-35.8415901660919189453125,-87,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.884895058000000123143991004326,2.008511536599999924845860732603,-8,-99.833041629430027796843205578625,-4,16
2,1778326312,2,5e432a73-a6fc-4afa-9ed1-377ce5d1c7af,1778326314,1778326320,6,./.tests/optimization_example --int_param='10' --float_param='-37.29867760144910704412' --choice_param='16' --int_param_two='10' --nr_results=2,0,,runnervmrc6n4,10,10,-37.298677601449114149545494001359,16,2_0,COMPLETED,BOTORCH_MODULAR,1.39219464439999995875041349791,2.026606104399999885856686887564,10,-37.298677601449107044118136400357,10,16
3,1778326325,2,5e432a73-a6fc-4afa-9ed1-377ce5d1c7af,1778326327,1778326333,6,./.tests/optimization_example --int_param='10' --float_param='-32.83639981998796741891' --choice_param='16' --int_param_two='-53' --nr_results=2,0,,runnervmrc6n4,10,-53,-32.83639981998796741891055717133,16,3_0,COMPLETED,BOTORCH_MODULAR,1.473997366921139917650407369365,2.827615523335650138392338703852,10,-32.83639981998796741891055717133,-53,16
========================================================================
Current git-hash: c99ea5b5d1c5a159c42b89b699933c2aaf9a748f (last fully tested stable version 1 commit ago [af4d9dc63de58ad2f202b26f252819cc15e559b1, 9302])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 11:31:48] 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: 88c185ff-ca85-4e96-a71a-806855a478a5
_________________________________________________
/ \
| OmniOpt2 - Dialing in hyperparameters like a clas |
| sic noir detective. |
\ /
=================================================
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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=122 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 │ -8 │ -99.83304162943003 │ -4 │ 16 │ 1.8848950580000001 │ 2.0085115366 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│ 2 │ 10 │ -37.29867760144911 │ 10 │ 16 │ 1.3921946444 │ 2.0266061044 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 11:31:52 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-05-09 11:31:52 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-05-09 11:31:52 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.83 s/job
2026-05-09 11:31:52 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, eval #1/1 start
2026-05-09 11:31:52 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, starting new job
2026-05-09 11:31:52 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, started new job
2026-05-09 11:32:02 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, new result: RESULT1: 1.392195, RESULT2: 2.026606
2026-05-09 11:32:04 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2026-05-09 11:32:05 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2026-05-09 11:32:05 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.46 s/job
2026-05-09 11:32:05 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, 3 done, eval #1/1 start
2026-05-09 11:32:05 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, 3 done, starting new job
2026-05-09 11:32:05 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, 3 done, started new job
2026-05-09 11:32:14 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.473997, RESULT2: 2.827616
2026-05-09 11:32:17 (5e432a73-a6fc-4afa-9ed1-377ce5d1c7af): 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
1778326309,743.55078125,28
