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,1.25736124449999997487736891344,2.622321204599999955320299704908,-63,-42.50774562358856201171875,-91,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.662020376300000101821296993876,2.457489504099999777508855913766,-46,-16.752171939285585011703005875461,10,4
2,1777791035,2,5882d4ee-6a0d-48b4-a223-a92e2a20997b,1777791037,1777791043,6,./.tests/optimization_example --int_param='3' --float_param='-8.30966965847559357883' --choice_param='8' --int_param_two='-28' --nr_results=2,0,,runnervmrc6n4,3,-28,-8.309669658475593578828011231963,8,2_0,COMPLETED,BOTORCH_MODULAR,1.381442247699999903431944403565,2.416077298199999834338314030902,3,-8.309669658475593578828011231963,-28,8
3,1777791049,1,5882d4ee-6a0d-48b4-a223-a92e2a20997b,1777791050,1777791056,6,./.tests/optimization_example --int_param='-21' --float_param='-24.39079389379896056766' --choice_param='8' --int_param_two='-74' --nr_results=2,0,,runnervmrc6n4,-21,-74,-24.390793893798960567664835252799,8,3_0,COMPLETED,BOTORCH_MODULAR,1.284737172843060104554524514242,2.83585908226402017007217182254,-21,-24.390793893798960567664835252799,-74,8
========================================================================
Current git-hash: 997d0a84c9f3676ab83077d5b431c1fe7626cc5c (version: 9290)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-03 06:50:32] 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: f0a7f732-03df-4e10-8a14-a1990b02edfe
_________________________________________________
/ \
| OmniOpt2 - Not all who wander are lost... just do |
| ing a random search. |
\ /
=================================================
\
\
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omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/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_BOTORCH_MODULAR&run_nr=78 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR 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 │ -63 │ -42.50774562358856 │ -91 │ 2 │ 1.2573612445 │ 2.6223212046 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│ 2 │ 3 │ -8.309669658475594 │ -28 │ 8 │ 1.3814422477 │ 2.4160772982 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-03 06:50:34 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-05-03 06:50:35 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-05-03 06:50:35 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.84 s/job
2026-05-03 06:50:35 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, eval #1/1 start
2026-05-03 06:50:35 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, starting new job
2026-05-03 06:50:35 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, started new job
2026-05-03 06:50:44 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, new result: RESULT1: 1.381442, RESULT2: 2.416077
2026-05-03 06:50:47 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2026-05-03 06:50:49 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2026-05-03 06:50:49 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.63 s/job
2026-05-03 06:50:49 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, 3 done, eval #1/1 start
2026-05-03 06:50:49 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, 3 done, starting new job
2026-05-03 06:50:49 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, 3 done, started new job
2026-05-03 06:50:58 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.284737, RESULT2: 2.835859
2026-05-03 06:51:00 (5882d4ee-6a0d-48b4-a223-a92e2a20997b): BOTORCH_MODULAR, 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
1777791032,743.66796875,28.4
