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,1.711150532400000034982667784789,2.725788451800000178337768375059,-16,-7.4901878833770751953125,-45,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.458541815200000035801508602162,2.274679621999999845627371541923,-100,-100,-100,16
2,1767529573,2,cb8a828f-5309-4170-a9b6-832c607ad228,1767529575,1767529581,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmh13bl,-100,-100,-100,hallo,2_0,COMPLETED,SAASBO,1.304418449599999973997910274193,2.140377090899999945605713946861,-100,-100,-100,hallo
3,1767529657,2,cb8a828f-5309-4170-a9b6-832c607ad228,1767529659,1767529665,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='8' --int_param_two='-100' --nr_results=2,0,,runnervmh13bl,-100,-100,-100,8,3_0,COMPLETED,SAASBO,1.33900895163334010540268081968,2.437453396010340167521235343884,-100,-100,-100,8
========================================================================
Current git-hash: 3bb4fe033a6a03e62be268ba0b4f542c23d2c237 (last fully tested stable version 12 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:24:58] 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: 8da271bc-9aa9-44b0-90c2-f99c97e528b6
_________________________________________________
/ \
| OmniOpt2 - Tuning like a pirate - arr, where be t |
| he optimal values? |
\ /
=================================================
\
\
\
\
.-=-==--==--.
..-==" ,'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=559 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 2 │ -100 │ -100 │ -100 │ hallo │ 1.3044184496 │ 2.1403770909 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 12:25:02 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, Started OmniOpt2 run...
2026-01-04 12:26:13 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, getting new HP set (no sbatch)
2026-01-04 12:26:13 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, requested 1 jobs, got 1, 70.54 s/job
2026-01-04 12:26:13 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, eval #1/1 start
2026-01-04 12:26:13 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, starting new job
2026-01-04 12:26:13 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, started new job
2026-01-04 12:26:22 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, new result: RESULT1: 1.304418, RESULT2: 2.140377
2026-01-04 12:26:25 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, 3 done, finishing jobs, finished 1 job
2026-01-04 12:27:37 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, 3 done, getting new HP set (no sbatch)
2026-01-04 12:27:37 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, 3 done, requested 1 jobs, got 1, 71.67 s/job
2026-01-04 12:27:37 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, 3 done, eval #1/1 start
2026-01-04 12:27:37 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, 3 done, starting new job
2026-01-04 12:27:37 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, 3 done, started new job
2026-01-04 12:27:46 (cb8a828f-5309-4170-a9b6-832c607ad228): SAASBO, 3 done, new result: RESULT1: 1.339009, RESULT2: 2.437453
2026-01-04 12:27:49 (cb8a828f-5309-4170-a9b6-832c607ad228): 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
1767529500,786.23828125,27.1
1767529573,813.5390625,48.8
1767529657,817.984375,44.1
