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,1.531114979000000042574924918881,2.926277554199999908490781308501,-69,-94.284077621996402740478515625,-47,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.198465672600000031522426979791,2.140844622299999944203818813548,10,10,10,1
2,1772004565,2,32e4dc8d-aad0-4ff2-8766-1a3d04c568a2,1772004567,1772004573,6,./.tests/optimization_example --int_param='10' --float_param='9.99999999999999289457' --choice_param='16' --int_param_two='-100' --nr_results=2,0,,runnervmez679,10,-100,9.999999999999992894572642398998,16,2_0,COMPLETED,SAASBO,1.5366446972999998621389750042,2.054190625800000002953993316623,10,9.999999999999992894572642398998,-100,16
3,1772004646,2,32e4dc8d-aad0-4ff2-8766-1a3d04c568a2,1772004648,1772004654,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='hallo' --int_param_two='10' --nr_results=2,0,,runnervmez679,10,10,10,hallo,3_0,COMPLETED,SAASBO,1.415529578066530014268664672272,2.619082548047539926727722559008,10,10,10,hallo
========================================================================
Current git-hash: bc2822b1871df4b2070f47480f70b1dd5f2faec4 (last fully tested stable version 1 commit ago [95422d9ad480c2b42aa4c975f8aa23637f180e31, 9267])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-25 07:28:17] 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: 1a9a223e-c918-4309-8445-cd9ea59ddc9f
_________________________________________________
/ \
| OmniOpt2 - Tuning like a pirate - arr, where be t |
| he optimal values? |
\ /
=================================================
\
\
\
\
/ \\ //\\
|\\___/| / \\// \\\\
/0 0 \\__ / // | \\ \\
/ / \\/_/ // | \\ \\
\@_^_\@'/ \\/_ // | \\ \\
//_^_/ \\/_ // | \\ \\
( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
(( // / )) '/\\ / ~-. _ .-~ .-~^-. \\
(( /// )) `. { } / \\ \\
(( / )) .----~-.\\ \\-' .~ \\ `. \\^-.
///.----..> \\ _ -~ `. ^-` ^-_
///-._ _ _ _ _ _ _}^ - - - - ~ ~-- ,.-~
/.-~
omniopt --continue runs/multi_results_2_results_SAASBO/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/1
Continuation from runs/multi_results_2_results_SAASBO/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_SAASBO&run_nr=19 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SAASBO 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 │ 10 │ 10 │ 10 │ 1 │ 1.1984656726 │ 2.1408446223 │
├─────────────┼───────────┼───────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│ 2 │ 10 │ 9.999999999999993 │ -100 │ 16 │ 1.5366446972999999 │ 2.0541906258 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-02-25 07:28:20 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, Started OmniOpt2 run...
2026-02-25 07:29:25 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, getting new HP set (no sbatch)
2026-02-25 07:29:25 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, requested 1 jobs, got 1, 64.53 s/job
2026-02-25 07:29:25 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, eval #1/1 start
2026-02-25 07:29:25 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, starting new job
2026-02-25 07:29:25 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, started new job
2026-02-25 07:29:34 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, new result: RESULT1: 1.536645, RESULT2: 2.054191
2026-02-25 07:29:37 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, 3 done, finishing jobs, finished 1 job
2026-02-25 07:30:46 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, 3 done, getting new HP set (no sbatch)
2026-02-25 07:30:46 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, 3 done, requested 1 jobs, got 1, 69.43 s/job
2026-02-25 07:30:46 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, 3 done, eval #1/1 start
2026-02-25 07:30:46 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, 3 done, starting new job
2026-02-25 07:30:46 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, 3 done, started new job
2026-02-25 07:30:55 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, 3 done, new result: RESULT1: 1.415530, RESULT2: 2.619083
2026-02-25 07:30:58 (32e4dc8d-aad0-4ff2-8766-1a3d04c568a2): SAASBO, 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
1772004498,768.52734375,28.2
1772004565,818.1328125,48.8
1772004646,813.0546875,44
