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,1.101652616500000014809756976319,2.349122714299999969966847856995,-24,-63.1992876529693603515625,-88,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.086366731700000087812441051938,2.6297437487000001610226718185,-100,10,10,1
2,1761109178,2,83137c51-70df-4858-8551-39ca0ed9d8c2,1761109180,1761109186,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='2' --int_param_two='-100' --nr_results=2,0,,runnervmnfq8z,-100,-100,10,2,2_0,COMPLETED,SAASBO,1.147520868900000046153309085639,2.55754776029999986164398251276,-100,10,-100,2
3,1761109256,2,83137c51-70df-4858-8551-39ca0ed9d8c2,1761109258,1761109264,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='8' --int_param_two='-95' --nr_results=2,0,,runnervmnfq8z,10,-95,-100,8,3_0,COMPLETED,SAASBO,1.304005297673030083771550380334,2.084510029384059937029860520852,10,-100,-95,8
========================================================================
Current git-hash: 14ee37b26eb555b65ac9a3558f641611a22bc601 (last fully tested stable version 1 commit ago [c3546d63a689a45925682d4a9ddd9bc196dc9699, 8701])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 04:58:27] 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: 773c529b-c94d-4dbe-a9b0-d6d3c4022aef
___________________________________________
| OmniOpt2 - Hyperparam magic, just add data! |
===========================================
\
\
\
\
.-=-==--==--.
..-==" ,'o`) `.
,' `"' \
: ( `.__...._
| ) / `-=-.
: ,vv.-._ / / `---==-._
\/\/\/VV ^ d88`;' / `.
`` ^/d88P!' / , `._
^/ !' ,. , / "-,,__,,--'""""-.
^/ !' ,' \ . .( ( _ ) ) ) ) ))_,-.\
^(__ ,!',"' ;:+.:%:a. \:.. . ,' ) ) ) ) ,"' '
',,,'',' /o:::":%:%a. \:.:.: . ) ) _,'
"""' ;':::'' `+%%%a._ \%:%| ;.). _,-""
,-='_.-' ``:%::) )%:| /:._,"
(/(/" ," ,'_,'%%%: (_,'
( (//(`.___; \
\ \ ` `
`. `. `. :
\. . .\ : . . . :
\. . .: `.. . .:
`..:.:\ \:...\
;:.:.; ::...:
):%:: :::::;
__,::%:( :::::
,;:%%%%%%%: ;:%::
;,--""-.`\ ,=--':%:%:\
/" "| /-".:%%%%%%%\
;,-"'`)%%)
/" "|
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=41 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 0 │ -24 │ -63.19928765296936 │ -88 │ 4 │ 1.1016526165 │ 2.3491227143 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ -100 │ 10 │ 10 │ 1 │ 1.0863667317 │ 2.6297437487 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ 10 │ -100 │ -95 │ 8 │ 1.30400529767303 │ 2.08451002938406 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-10-22 04:58:29 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, Started OmniOpt2 run...
2025-10-22 04:59:38 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, getting new HP set (no sbatch)
2025-10-22 04:59:38 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, requested 1 jobs, got 1, 69.02 s/job
2025-10-22 04:59:38 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, eval #1/1 start
2025-10-22 04:59:38 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, starting new job
2025-10-22 04:59:38 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, started new job
2025-10-22 04:59:47 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, new result: 1.14752086887984
2025-10-22 04:59:51 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, 3 done, finishing jobs, finished 1 job
2025-10-22 05:00:56 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, 3 done, getting new HP set (no sbatch)
2025-10-22 05:00:56 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, 3 done, requested 1 jobs, got 1, 64.89 s/job
2025-10-22 05:00:56 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, 3 done, eval #1/1 start
2025-10-22 05:00:56 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, 3 done, starting new job
2025-10-22 05:00:56 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, 3 done, started new job
2025-10-22 05:01:05 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, 3 done, new result: 1.30400529767303
2025-10-22 05:01:09 (83137c51-70df-4858-8551-39ca0ed9d8c2): SAASBO, 4 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761109109,756.01171875,24.5
