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,1.919924965699999930279773252551,2.158977726299999844172816665377,-100,-39.1820275783538818359375,-70,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.396448938200000045029014472675,2.963066096699999985020212989184,-31,-64.424653401613028336214483715594,-88,1
2,1766941078,2,715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac,1766941080,1766941086,6,./.tests/optimization_example --int_param='-86' --float_param='2.52627624557740526612' --choice_param='1' --int_param_two='1' --nr_results=2,0,,runnervmdwttx,-86,1,2.526276245577404822029166098218,1,2_0,COMPLETED,BO_MIXED,1.572780803899999968464840094384,2.603730189000000194710082723759,-86,2.526276245577405266118375948281,1,1
3,1766941095,1,715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac,1766941096,1766941103,7,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='1' --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,-100,-100,10,1,3_0,COMPLETED,BO_MIXED,1.695916335637779992495666192553,2.377328629463109965769262998947,-100,10,-100,1
========================================================================
Current git-hash: 2dde93a3993d5b2f6c18132e9210628745154cd3 (last fully tested stable version 1 commit ago [58e649822e26cd86d048a231030de21ba5917183, 9196])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:57:52] 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: d4c1e8f0-658b-462e-a69f-9344546dd652
__________________________________________
| OmniOpt2 - Precision tuning, no shortcuts. |
==========================================
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_- /--______
__--( / \ )XXXXXXXXXXX\v.
.-XXX( O O )XXXXXXXXXXXXXXX-
/XXX( U ) XXXXXXX\
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/XXXXX/ ( O ) XXXXXX \XXXXX\
XXXXX/ / XXXXXX \__ \XXXXX
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\- --__/ ___/\ XXXXXX / ___--/=
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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=465 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 │ -100 │ -39.18202757835388 │ -70 │ 8 │ 1.9199249657 │ 2.1589777263 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ -31 │ -64.42465340161303 │ -88 │ 1 │ 1.3964489382 │ 2.9630660967 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 2 │ -86 │ 2.5262762455774053 │ 1 │ 1 │ 1.5727808039 │ 2.603730189 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ -100 │ 10 │ -100 │ 1 │ 1.69591633563778 │ 2.37732862946311 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-28 16:57:56 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, Started OmniOpt2 run...
2025-12-28 16:57:58 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, getting new HP set (no sbatch)
2025-12-28 16:57:58 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, requested 1 jobs, got 1, 1.73 s/job
2025-12-28 16:57:58 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, eval #1/1 start
2025-12-28 16:57:58 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, starting new job
2025-12-28 16:57:58 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, started new job
2025-12-28 16:58:07 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, new result: RESULT1: 1.572781, RESULT2: 2.603730
2025-12-28 16:58:10 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-12-28 16:58:15 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-12-28 16:58:15 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, 3 done, requested 1 jobs, got 1, 4.71 s/job
2025-12-28 16:58:15 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, 3 done, eval #1/1 start
2025-12-28 16:58:15 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, 3 done, starting new job
2025-12-28 16:58:15 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, 3 done, started new job
2025-12-28 16:58:24 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): BO_MIXED, 3 done, new result: RESULT1: 1.695916, RESULT2: 2.377329
2025-12-28 16:58:27 (715b2c97-a20b-4ef8-94b6-4c5ae9dae8ac): 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
1766941073,759.41796875,28.7
