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,1.4712521764999999529521801378,2.594886976199999750747338111978,-53,-11.7489039897918701171875,-85,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.448088427400000099964927358087,2.725415350500000055689042710583,10,-100,10,1
2,1762984931,2,177dbb3d-bfb6-411f-a1d6-3fbf9dc64484,1762984933,1762984939,6,./.tests/optimization_example --int_param='-99' --float_param='10' --choice_param='2' --int_param_two='-13' --nr_results=2,0,,runnervmfg25i,-99,-13,10,2,2_0,COMPLETED,BO_MIXED,1.362828301099999972478826748556,2.77322402980000015659811651858,-99,10,-13,2
3,1762984963,2,177dbb3d-bfb6-411f-a1d6-3fbf9dc64484,1762984965,1762984971,6,./.tests/optimization_example --int_param='-54' --float_param='-78.43702279308932645563' --choice_param='hallo' --int_param_two='-85' --nr_results=2,0,,runnervmfg25i,-54,-85,-78.437022793089312244774191640317,hallo,3_0,COMPLETED,BO_MIXED,1.334658626540659920323150799959,2.217981973054949929036183675635,-54,-78.437022793089326455628906842321,-85,hallo
========================================================================
Current git-hash: 297c9bf79ff8699386ca64b00f917f7524e44aef (last fully tested stable version 1 commit ago [13b42d39143a080c27e201c0b0e07304f6d150f7, 9078])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-12 22:01:56] 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: 20041b58-e7f1-449e-9c46-daf57cb1ab9d
_________________________________________________
/ \
| OmniOpt2 - Tuning like a Jedi: Feel the force of |
| the optimal values. |
\ /
=================================================
\
\
\
\
.-=-==--==--.
..-==" ,'o`) `.
,' `"' \
: ( `.__...._
| ) / `-=-.
: ,vv.-._ / / `---==-._
\/\/\/VV ^ d88`;' / `.
`` ^/d88P!' / , `._
^/ !' ,. , / "-,,__,,--'""""-.
^/ !' ,' \ . .( ( _ ) ) ) ) ))_,-.\
^(__ ,!',"' ;:+.:%:a. \:.. . ,' ) ) ) ) ,"' '
',,,'',' /o:::":%:%a. \:.:.: . ) ) _,'
"""' ;':::'' `+%%%a._ \%:%| ;.). _,-""
,-='_.-' ``:%::) )%:| /:._,"
(/(/" ," ,'_,'%%%: (_,'
( (//(`.___; \
\ \ ` `
`. `. `. :
\. . .\ : . . . :
\. . .: `.. . .:
`..:.:\ \:...\
;:.:.; ::...:
):%:: :::::;
__,::%:( :::::
,;:%%%%%%%: ;:%::
;,--""-.`\ ,=--':%:%:\
/" "| /-".:%%%%%%%\
;,-"'`)%%)
/" "|
omniopt --continue runs/multi_results_2_results_BO_MIXED/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1
Continuation from runs/multi_results_2_results_BO_MIXED/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_BO_MIXED&run_nr=189 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BO_MIXED 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 3 │ -54 │ -78.43702279308933 │ -85 │ hallo │ 1.33465862654066 │ 2.21798197305495 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-12 22:02:01 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, Started OmniOpt2 run...
2025-11-12 22:02:11 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, getting new HP set (no sbatch)
2025-11-12 22:02:11 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, requested 1 jobs, got 1, 10.19 s/job
2025-11-12 22:02:11 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, eval #1/1 start
2025-11-12 22:02:11 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, starting new job
2025-11-12 22:02:11 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, started new job
2025-11-12 22:02:20 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, new result: RESULT1: 1.362828, RESULT2: 2.773224
2025-11-12 22:02:28 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-11-12 22:02:43 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-11-12 22:02:43 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, 3 done, requested 1 jobs, got 1, 15.07 s/job
2025-11-12 22:02:43 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, 3 done, eval #1/1 start
2025-11-12 22:02:43 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, 3 done, starting new job
2025-11-12 22:02:43 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, 3 done, started new job
2025-11-12 22:02:52 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, 3 done, new result: RESULT1: 1.334659, RESULT2: 2.217982
2025-11-12 22:02:57 (177dbb3d-bfb6-411f-a1d6-3fbf9dc64484): BO_MIXED, 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
1762984917,752.90234375,29.1
1762984979,789.88671875,27.3
