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,1.575152161800000172320324054454,2.391269884599999784313695272431,-75,-69.322508275508880615234375,-37,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.632246955100000063154652707453,2.638868835799999867930409891414,10,10,-100,2
2,1763645894,1,74a53b7b-f7b5-475a-ac11-90c0ca1325b1,1763645895,1763645902,7,./.tests/optimization_example --int_param='-90' --float_param='-92.35526716105653122213' --choice_param='1' --int_param_two='-17' --nr_results=2,0,,runnervmfxdz0,-90,-17,-92.355267161056517011274991091341,1,2_0,COMPLETED,BO_MIXED,1.44153139050000000942475253396,2.570977102800000135829350256245,-90,-92.355267161056531222129706293344,-17,1
3,1763645923,2,74a53b7b-f7b5-475a-ac11-90c0ca1325b1,1763645925,1763645931,6,./.tests/optimization_example --int_param='-83' --float_param='-80.33713043801435560454' --choice_param='1' --int_param_two='-26' --nr_results=2,0,,runnervmfxdz0,-83,-26,-80.337130438014355604536831378937,1,3_0,COMPLETED,BO_MIXED,1.885047749457049892640725374804,2.51654597287731007781985681504,-83,-80.337130438014355604536831378937,-26,1
========================================================================
Current git-hash: 184950ddc2ff417bb4c0315dffdeac7715a7f11f (last fully tested stable version 2 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:37:45] 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: 190f0c01-c676-4320-819f-32dee2083323
________________________________
| OmniOpt2 - better than OmniOpt1! |
================================
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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=213 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 │ -75 │ -69.32250827550888 │ -37 │ 1 │ 1.5751521618000002 │ 2.3912698846 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│ 2 │ -90 │ -92.35526716105653 │ -17 │ 1 │ 1.4415313905 │ 2.5709771028 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-20 13:38:01 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, Started OmniOpt2 run...
2025-11-20 13:38:14 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, getting new HP set (no sbatch)
2025-11-20 13:38:14 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, requested 1 jobs, got 1, 12.58 s/job
2025-11-20 13:38:14 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, eval #1/1 start
2025-11-20 13:38:14 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, starting new job
2025-11-20 13:38:14 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, started new job
2025-11-20 13:38:23 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, new result: RESULT1: 1.441531, RESULT2: 2.570977
2025-11-20 13:38:31 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-11-20 13:38:43 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-11-20 13:38:43 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, 3 done, requested 1 jobs, got 1, 12.21 s/job
2025-11-20 13:38:43 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, 3 done, eval #1/1 start
2025-11-20 13:38:43 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, 3 done, starting new job
2025-11-20 13:38:43 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, 3 done, started new job
2025-11-20 13:38:52 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): BO_MIXED, 3 done, new result: RESULT1: 1.885048, RESULT2: 2.516546
2025-11-20 13:38:59 (74a53b7b-f7b5-475a-ac11-90c0ca1325b1): 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
1763645866,752.4453125,28.8
1763645936,787.73828125,21.3
