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,1.975722802599999994299651007168,2.288420513400000189108141057659,-27,-23.20095837116241455078125,-82,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.186031106199999962669267006277,2.279320917599999773983654449694,-100,-100,10,16
2,1769318325,1,1b02b640-75a9-49d0-a569-8978cc575ee4,1769318326,1769318332,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='hallo' --int_param_two='10' --nr_results=2,0,,runnervmxu0kd,-100,10,-100,hallo,2_0,COMPLETED,BO_MIXED,1.072785185999999946204752632184,2.473981584000000122358642329345,-100,-100,10,hallo
3,1769318339,1,1b02b640-75a9-49d0-a569-8978cc575ee4,1769318340,1769318346,6,./.tests/optimization_example --int_param='-67' --float_param='-100' --choice_param='16' --int_param_two='10' --nr_results=2,0,,runnervmxu0kd,-67,10,-100,16,3_0,COMPLETED,BO_MIXED,1.952526450929330081862644874491,2.584073371344369984825561914477,-67,-100,10,16
========================================================================
Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-25 05:18:39] 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: 91bfe19a-c7ec-42a5-8b52-2dc649f04e2a
____________________________________________
| OmniOpt2 - Hyperparameter alchemy in action! |
============================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| 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=581 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 │ -100 │ -100 │ 10 │ 16 │ 1.1860311062 │ 2.2793209175999998 │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼──────────────┼────────────────────┤
│ 2 │ -100 │ -100 │ 10 │ hallo │ 1.072785186 │ 2.473981584 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┴────────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-25 05:18:43 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, Started OmniOpt2 run...
2026-01-25 05:18:45 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, getting new HP set (no sbatch)
2026-01-25 05:18:45 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, requested 1 jobs, got 1, 1.64 s/job
2026-01-25 05:18:45 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, eval #1/1 start
2026-01-25 05:18:45 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, starting new job
2026-01-25 05:18:45 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, started new job
2026-01-25 05:18:53 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, new result: RESULT1: 1.072785, RESULT2: 2.473982
2026-01-25 05:18:56 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, 3 done, finishing jobs, finished 1 job
2026-01-25 05:18:58 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, 3 done, getting new HP set (no sbatch)
2026-01-25 05:18:58 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, 3 done, requested 1 jobs, got 1, 2.59 s/job
2026-01-25 05:18:59 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, 3 done, eval #1/1 start
2026-01-25 05:18:59 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, 3 done, starting new job
2026-01-25 05:18:59 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, 3 done, started new job
2026-01-25 05:19:07 (1b02b640-75a9-49d0-a569-8978cc575ee4): BO_MIXED, 3 done, new result: RESULT1: 1.952526, RESULT2: 2.584073
2026-01-25 05:19:10 (1b02b640-75a9-49d0-a569-8978cc575ee4): 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
1769318320,768.47265625,28.5
