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,1.190426129500000040906115827966,2.513603034299999983147699822439,1,-27.3457944393157958984375,-74,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.389728775600000076906326285098,2.295130564499999969996224535862,-95,-92.187871421319101727931411005557,9,16
2,1767525258,2,1503425b-137d-4268-9e75-5b36b06cdb46,1767525260,1767525266,6,./.tests/optimization_example --int_param='-82' --float_param='-13.08342427305217192668' --choice_param='16' --int_param_two='-80' --nr_results=2,0,,runnervmh13bl,-82,-80,-13.083424273052171926678965974133,16,2_0,COMPLETED,BO_MIXED,1.475112300199999948446816233627,2.504496177700000103527600003872,-82,-13.083424273052171926678965974133,-80,16
3,1767525286,2,1503425b-137d-4268-9e75-5b36b06cdb46,1767525288,1767525294,6,./.tests/optimization_example --int_param='-95' --float_param='-93.52491999423321544782' --choice_param='2' --int_param_two='10' --nr_results=2,0,,runnervmh13bl,-95,10,-93.524919994233201236966124270111,2,3_0,COMPLETED,BO_MIXED,1.017005313959999934780853436678,2.579873125159310109921761977603,-95,-93.524919994233215447820839472115,10,2
========================================================================
Current git-hash: edb9863eb2fefc8821e899eb9ec0c308568a7128 (last fully tested stable version 2 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:14:12] 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: f0188efc-04c6-4212-b45b-ccb7b0c4ab1d
______________________________________________
| OmniOpt2 - May the optimal values be with you. |
==============================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
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=523 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 │ 1 │ -27.345794439315796 │ -74 │ 2 │ 1.1904261295 │ 2.5136030343 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼───────────────┼──────────────────┤
│ 1 │ -95 │ -92.1878714213191 │ 9 │ 16 │ 1.3897287756 │ 2.2951305645 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼───────────────┼──────────────────┤
│ 3 │ -95 │ -93.52491999423322 │ 10 │ 2 │ 1.01700531396 │ 2.57987312515931 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 11:14:16 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, Started OmniOpt2 run...
2026-01-04 11:14:18 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, getting new HP set (no sbatch)
2026-01-04 11:14:18 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, requested 1 jobs, got 1, 1.63 s/job
2026-01-04 11:14:18 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, eval #1/1 start
2026-01-04 11:14:18 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, starting new job
2026-01-04 11:14:18 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, started new job
2026-01-04 11:14:27 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, new result: RESULT1: 1.475112, RESULT2: 2.504496
2026-01-04 11:14:30 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, 3 done, finishing jobs, finished 1 job
2026-01-04 11:14:46 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, 3 done, getting new HP set (no sbatch)
2026-01-04 11:14:46 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, 3 done, requested 1 jobs, got 1, 15.93 s/job
2026-01-04 11:14:46 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, 3 done, eval #1/1 start
2026-01-04 11:14:46 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, 3 done, starting new job
2026-01-04 11:14:46 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, 3 done, started new job
2026-01-04 11:14:55 (1503425b-137d-4268-9e75-5b36b06cdb46): BO_MIXED, 3 done, new result: RESULT1: 1.017005, RESULT2: 2.579873
2026-01-04 11:14:58 (1503425b-137d-4268-9e75-5b36b06cdb46): 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
1767525253,786.80859375,27.1
