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,1.592396501800000141457758218166,2.600791756600000059762578530353,-21,-2.34594285488128662109375,-11,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.448968752599999909591588220792,2.388806063300000115390275823302,-97,-96.704020558964600695617264136672,-95,2
2,1779001963,2,11430e05-986b-41f8-93a0-8139d75cb08c,1779001965,1779001971,6,./.tests/optimization_example --int_param='-97' --float_param='-96.80738971304270990004' --choice_param='8' --int_param_two='-95' --nr_results=2,0,,runnervm9vjqi,-97,-95,-96.807389713042724110891867894679,8,2_0,COMPLETED,BO_MIXED,1.708514278600000046992590796435,2.606436051500000239400378632126,-97,-96.807389713042709900037152692676,-95,8
3,1779001982,2,11430e05-986b-41f8-93a0-8139d75cb08c,1779001984,1779001990,6,./.tests/optimization_example --int_param='-93' --float_param='-72.94573972273589390625' --choice_param='2' --int_param_two='-91' --nr_results=2,0,,runnervm9vjqi,-93,-91,-72.94573972273589390624692896381,2,3_0,COMPLETED,BO_MIXED,1.603584887300719907798907115648,2.040830779911150028027577718603,-93,-72.94573972273589390624692896381,-91,2
========================================================================
Current git-hash: 3d587dc4b297f4e0db9767b04ad80de912dc9888 (version: 9335)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-17 07:12:39] 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: 75208b21-2f7b-47b2-a4c5-d6c7bd8812fd
/home/runner/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/site-packages/plyer/platforms/linux/notification.py:103: UserWarning: The Python dbus package is not installed.
Try installing it with your distribution's package manager, it is usually called python-dbus or python3-dbus, but you might have to try dbus-python instead, e.g. when using pip.
warnings.warn(msg)
/home/runner/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
warnings.warn("notify-send not found.")
_________________________________________________
/ \
| OmniOpt2 - The Montana Sacra of optimization – on |
| ly the enlightened reach the peak. |
\ /
=================================================
\
\
\
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: ,vv.-._ / / `---==-._
\/\/\/VV ^ d88`;' / `.
`` ^/d88P!' / , `._
^/ !' ,. , / "-,,__,,--'""""-.
^/ !' ,' \ . .( ( _ ) ) ) ) ))_,-.\
^(__ ,!',"' ;:+.:%:a. \:.. . ,' ) ) ) ) ,"' '
',,,'',' /o:::":%:%a. \:.:.: . ) ) _,'
"""' ;':::'' `+%%%a._ \%:%| ;.). _,-""
,-='_.-' ``:%::) )%:| /:._,"
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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=5 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 1 │ -97 │ -96.7040205589646 │ -95 │ 2 │ 1.4489687526 │ 2.3888060633 │
├─────────────┼───────────┼───────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ -93 │ -72.9457397227359 │ -91 │ 2 │ 1.60358488730072 │ 2.04083077991115 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 4 done / 4 submitted │
│ ⏱️ Duration: 44s │
│ 🏆 Best RESULT1: 1.4489687526 │
│ 🏆 Best RESULT2: 2.04083077991115 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/results.csv │
│ 🧠 Model: BO_MIXED │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-17 07:12:41 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, Started OmniOpt2 run...
2026-05-17 07:12:43 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, getting new HP set (no sbatch)
2026-05-17 07:12:43 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, requested 1 jobs, got 1, 1.80 s/job
2026-05-17 07:12:43 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, eval #1/1 start
2026-05-17 07:12:43 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, starting new job
2026-05-17 07:12:43 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, started new job
2026-05-17 07:12:52 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, new result: RESULT1: 1.708514, RESULT2: 2.606436
2026-05-17 07:12:55 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, 3 done, ▄█▁, finishing jobs, finished 1 job
2026-05-17 07:13:02 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, 3 done, ▄█▁, getting new HP set (no sbatch)
2026-05-17 07:13:02 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, 3 done, ▄█▁, requested 1 jobs, got 1, 7.69 s/job
2026-05-17 07:13:02 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, 3 done, ▄█▁, eval #1/1 start
2026-05-17 07:13:02 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, 3 done, ▄█▁, starting new job
2026-05-17 07:13:02 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, 3 done, ▄█▁, started new job
2026-05-17 07:13:12 (11430e05-986b-41f8-93a0-8139d75cb08c): BO_MIXED, 3 done, ▄█▁, new result: RESULT1: 1.603585, RESULT2: 2.040831
2026-05-17 07:13:14 (11430e05-986b-41f8-93a0-8139d75cb08c): 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
1779001959,751.3828125,28.2
