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,1.635383565300000174858041646075,2.110775907099999848526294954354,-22,-88.8172952830791473388671875,-94,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.732776707099999979888593770738,2.443620386900000163166168931639,-97,3.955797467165937053579227722366,10,2
2,1778327005,2,3641d107-61a5-48e6-858d-02043be0f5da,1778327007,1778327013,6,./.tests/optimization_example --int_param='-22' --float_param='-88.85274677864178727305' --choice_param='1' --int_param_two='-94' --nr_results=2,0,,runnervmrc6n4,-22,-94,-88.852746778641773062190623022616,1,2_0,COMPLETED,BO_MIXED,1.054450346199999888341380938073,2.452652733199999879332153795986,-22,-88.85274677864178727304533822462,-94,1
3,1778327019,2,3641d107-61a5-48e6-858d-02043be0f5da,1778327021,1778327027,6,./.tests/optimization_example --int_param='-58' --float_param='-99.99764635539129642439' --choice_param='hallo' --int_param_two='-56' --nr_results=2,0,,runnervmrc6n4,-58,-56,-99.997646355391282213531667366624,hallo,3_0,COMPLETED,BO_MIXED,1.491615674764950050246170576429,2.289269890261009798848590435227,-58,-99.997646355391296424386382568628,-56,hallo
========================================================================
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 11:43:21] 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: 1b5ed8e3-8db0-42ed-8bcd-7167e6fa331e
_________________________________________________
/ \
| OmniOpt2 - Like Neo, dodging suboptimal hyperpara |
| meters in slow motion. |
\ /
=================================================
\
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|__________|
/ /\
/ / \
/___________/___/|
| | |
| ==\ /== | |
| O O | \ \ |
| < | \ \|
/| | \ \
/ | \_____/ | / /
/ /| | / /|
/||\| | /||\/
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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=125 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 │ -22 │ -88.81729528307915 │ -94 │ hallo │ 1.6353835653000002 │ 2.1107759071 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 2 │ -22 │ -88.85274677864179 │ -94 │ 1 │ 1.0544503461999999 │ 2.4526527332 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 3 │ -58 │ -99.9976463553913 │ -56 │ hallo │ 1.49161567476495 │ 2.28926989026101 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
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 11:43:24 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, Started OmniOpt2 run...
2026-05-09 11:43:25 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, getting new HP set (no sbatch)
2026-05-09 11:43:25 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, requested 1 jobs, got 1, 1.78 s/job
2026-05-09 11:43:25 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, eval #1/1 start
2026-05-09 11:43:25 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, starting new job
2026-05-09 11:43:26 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, started new job
2026-05-09 11:43:35 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, new result: RESULT1: 1.054450, RESULT2: 2.452653
2026-05-09 11:43:37 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, 3 done, finishing jobs, finished 1 job
2026-05-09 11:43:39 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, 3 done, getting new HP set (no sbatch)
2026-05-09 11:43:39 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, 3 done, requested 1 jobs, got 1, 1.83 s/job
2026-05-09 11:43:39 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, 3 done, eval #1/1 start
2026-05-09 11:43:39 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, 3 done, starting new job
2026-05-09 11:43:39 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, 3 done, started new job
2026-05-09 11:43:48 (3641d107-61a5-48e6-858d-02043be0f5da): BO_MIXED, 3 done, new result: RESULT1: 1.491616, RESULT2: 2.289270
2026-05-09 11:43:50 (3641d107-61a5-48e6-858d-02043be0f5da): 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
1778327002,743.6015625,28
