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,1.553311298899999970402063809161,2.151465892400000079476285463898,-90,-4.11321103572845458984375,7,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.912684867200000082831934378191,2.75994490770000000523509697814,-6,-80.268919482540979970508487895131,-96,16
2,1766998072,2,3ea60189-9bec-4f62-a0a8-5ba58857c97f,1766998074,1766998080,6,./.tests/optimization_example --int_param='-100' --float_param='-73.83652199003709881708' --choice_param='2' --int_param_two='10' --nr_results=2,0,,runnervmh13bl,-100,10,-73.836521990037084606228745542467,2,2_0,COMPLETED,BOTORCH_MODULAR,1.142897129400000100218903753557,2.962196484800000195747315956396,-100,-73.83652199003709881708346074447,10,2
3,1766998086,2,3ea60189-9bec-4f62-a0a8-5ba58857c97f,1766998088,1766998094,6,./.tests/optimization_example --int_param='-100' --float_param='-34.33116455104269704179' --choice_param='2' --int_param_two='10' --nr_results=2,0,,runnervmh13bl,-100,10,-34.331164551042697041793871903792,2,3_0,COMPLETED,BOTORCH_MODULAR,1.046561031675999897672113547742,2.986624516870020062953017259133,-100,-34.331164551042697041793871903792,10,2
========================================================================
Current git-hash: 815910076e3b15c9f886789a2fc0797945e4f03f (last fully tested stable version 1 commit ago [c8819aad4f61eff4dbbfc3130361a6e36b57101f, 9209])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-29 08:47:47] 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: 4292072d-6568-4abb-8147-4a62b114abb1
_________________________________________________
/ \
| OmniOpt2 - Tuning: because close enough isn't goo |
| d enough. |
\ /
=================================================
\
\
\
\
/ \\ //\\
|\\___/| / \\// \\\\
/0 0 \\__ / // | \\ \\
/ / \\/_/ // | \\ \\
\@_^_\@'/ \\/_ // | \\ \\
//_^_/ \\/_ // | \\ \\
( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
(( // / )) '/\\ / ~-. _ .-~ .-~^-. \\
(( /// )) `. { } / \\ \\
(( / )) .----~-.\\ \\-' .~ \\ `. \\^-.
///.----..> \\ _ -~ `. ^-` ^-_
///-._ _ _ _ _ _ _}^ - - - - ~ ~-- ,.-~
/.-~
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=499 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 │ -90 │ -4.113211035728455 │ 7 │ 2 │ 1.5533112989 │ 2.1514658924 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────┼──────────────────┤
│ 2 │ -100 │ -73.8365219900371 │ 10 │ 2 │ 1.1428971294 │ 2.9621964848 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────┼──────────────────┤
│ 3 │ -100 │ -34.3311645510427 │ 10 │ 2 │ 1.046561031676 │ 2.98662451687002 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-29 08:47:51 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-29 08:47:52 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-29 08:47:52 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.16 s/job
2025-12-29 08:47:52 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, eval #1/1 start
2025-12-29 08:47:52 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, starting new job
2025-12-29 08:47:53 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, started new job
2025-12-29 08:48:02 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, new result: RESULT1: 1.142897, RESULT2: 2.962196
2025-12-29 08:48:05 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-12-29 08:48:06 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-12-29 08:48:06 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.08 s/job
2025-12-29 08:48:06 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, 3 done, eval #1/1 start
2025-12-29 08:48:06 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, 3 done, starting new job
2025-12-29 08:48:06 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, 3 done, started new job
2025-12-29 08:48:15 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.046561, RESULT2: 2.986625
2025-12-29 08:48:18 (3ea60189-9bec-4f62-a0a8-5ba58857c97f): 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
1766998069,786.62109375,27
